STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Cajal_Retzius ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS RELN,WFIKKN2,IGFBP5,PRPH,PCP4,LINC01133,NDNF,ACHE,TRH,ISOC1,MAB21L1,CBLN1,C7,PLSCR4,C1QTNF3,RSPO3,HHATL,AMIGO2,TAGLN2,PCP4L1,STK32A,CRABP2,OTOS,NEFH,PGF,LHX5-AS1,CALB2,NHLH2,CABP7,GADD45A,LYNX1,CYGB,AIM2,EMX2OS,EBF3,LINC00871,ADAM12,SCGB1D2,LHX1,OLFM1,FCER1A,CNTNAP2,FSTL5,RASSF6,TUBA4A,NDRG4,PCOLCE2,SPINT2,SV2B,LHX3,KLHL13,TP73,EMX2,PCBP3,CEND1,CLUL1,AGTR1,ECEL1,SUSD4,NRN1,RTBDN,TXN,DEGS1,CPNE9,PIDD1,RSPO2,MRAP2,MDH1,FAM167A,LINC00668,TMEM163,CLU,STS,PRKAG2-AS1,DDAH1,LINC00675,SCN4B,RCAN2,VAT1,INSM2,SLC22A15,FBXO2,PPAP2C,SNCB,LINGO2,CCDC85A,ANXA6,GDF5,SLC27A6,THSD7B,ZIC2,OPCML,GPR37,IGSF9,ANKRD29,GNG3,GOT1,CYCS,IRF6,LOC101926889,MGST3,LHFP,RAB37,TNFRSF11A,ARHGDIG,ATP1A3,CHST2,EPDR1,ATP5G1,EPPK1,B4GAT1,DEFB1,ALDOA,CPM,SNAP25,NUPR1,FAM173A,COX5B,CLSTN1,CYP3A5,NEFL,CKMT1A,PCSK1N,CNGA3,SLC35F2,FDPS,KIAA1217,ATF5,HPCAL1,TSTD1,MAP1LC3A,CD164L2,SCARA3,TUSC3,TUBB4B,TMEM59L,PCSK1,TANK,DIRAS2,FST,ADRA2C,CCDC13,PKM,CBLN4,STMN3,PRDX5,ATP6V1G2,PPARGC1A,SPINK5,FAM155A,CNTNAP1,GCHFR,SCG2,PTPRU,NDUFB3,ZNF503,CACNA2D3,MAOA,LSAMP,GABRG1,GPR6,THSD7A,DUSP23,EPHA8,CLSTN2,COX6A1,LY6H,FBLN1,PDE4B,CDH18,NDUFB8,CDH4,CD47,COX7A1,DMRTA2,EGFLAM,ACOT7,GAP43,VSTM4,WNT4,NOL3,CLCF1,SYP,SEZ6L,ATP5B,ITGA11,ACSL4,DIABLO,MXRA5,USMG5,GPI,CDIP1,TXNL4A,NPB,TM7SF2,FAM71E1,CHGB,HIGD1A,HYAL3,PERP,NACC2,PHLDA3,F12,ABLIM1,CKMT1B,CYB5A,CDH1,ATP6V0B,PKP1,DNER,RHEB,COX5A,BAIAP2,QPCT,KRT222,ITM2C,COX7B,ENTPD3,DEGS2,ATP5G3,STK32C,MFSD4,ATP6V0C,CA2,ME1,SLC18A3,ATP5I,NDUFA1,MAP1A,TMEM255B,BCAR3,WRAP73,PYGB,RCAN1,ATP5H,SLC17A6,MARCKSL1,TCTA,ZIC5,GSTT1,TOLLIP,PPP2R1A,GHRH,GRM2,ACKR1,HSD17B12,PTPRN,NCDN,NTRK1,MAST4,FAIM2,DMRT3,LOC101929607,VAT1L,TSPAN9,MECR,TPI1,CYP26A1,CYB5R3,ST6GALNAC2,KCNIP4,ATP6AP1,ENO2,ATP13A2,SEZ6L2,PHEX-AS1,ADM2,SEPW1,NIPAL3,SHISA2,C1orf53,FAM162A,ST6GALNAC3,TPBG,PPL,POLR2L,UQCR11,PIN1,SLC25A5,TMEM47,ATP6V0E2,S100A16,SNCA,TSPAN33,HSPB8,GNAL,TMEM229A,AKAP1,MAP4,ACLY,MAP7D2,NCS1,MXRA7,NDUFAB1,KIAA0930,CLEC2L,PGAM1,LOC284578,FANK1,STX1A,MRPL41,SCG5,RAB6B,WIF1,SERTM1,PFKP,GALR2,FSTL4,ARHGAP22,HMGCS1,NELL1,SCGB1D1,AHNAK,B3GNT4,AGPAT2,COX8A,GGH,EFNA3,GREM2,LY6E,CRYAB,NQO1,MMP15,CPE,PRKAG2,ZNF503-AS2,RBMS1,CYP4X1,GNG12,PCMT1,HSPB2,SLC2A6,SYNGR3,HAGH,ATP5A1,CRACR2B,NEFM,HK1,SCOC,SLC41A3,MSMO1,ACYP2,TMEM14A,PLD3,GAS6,CDKN1A,MINOS1,ADAMTS2,G6PC3,COPS8,MYH14,PRAF2,DHCR7,NDUFB9,GUK1,COX6C,TMEM151A,PKP2,BCAP31,CDK14,ERICH5,CYSTM1,EBP,RHBDD2,NIPSNAP3A,UROS,SLC25A4,FAM118A,GPR153,ROGDI,MFAP2,NAP1L5,ADARB1,LTB4R,NDUFA12,INAFM1,LSM4,TIMM17A,GSTP1,INSIG1,NDUFA8,RALYL,NAA38,SEC61A2,FAM127A,ZNF488,SOD1,NDUFA9,NDUFA11,APLP2,PLCB4,COL18A1,PRKAR1A,AGPAT1,ITGA4,LINC00883,KIF5C,ST6GALNAC5,L1CAM,ABCA17P,COL6A1,LGALS1,HS6ST2,UQCR10,KIAA1324,RAB3A,C11orf87,HSPA12A,TMEM130,FBLN2,GHITM,RAB11FIP2,NDUFS8,KRT16P3,LDHB,SPOCK2,CALY,CMC2,OAF,DNAJC12,LOC100506858,GSG1L,MAP1LC3B,ATP5E,DHRS11,PLOD2,NUPR1L,LINC00581,BNIP3,TPRG1L,SAA1,BEX2,C1orf122,SNRNP25,ADCYAP1,CYB561,CXXC5,KLC1,SUSD1,C6orf1,TSPO,COX7C,STPG1,PLCL1,ATP6V1H,TMCO3,UBE2E2,KCNK4,COX14,ATP6V1E1,VEGFB,CAPN8,COPS7A,ATP5C1,ANGPT1,FKBP2,DDT,PTPRN2,SDSL,FNDC5,HTR5A,FRMPD1,NSG1,CALM3,REEP2,ISOC2,BRINP3,CAMK2D,FKBP9,NDUFB6,PRDX2,TMEM45A,NDUFA13,SPRYD3,THAP4,NCOA7,PSMA7,HLA-A,TSPAN3,CTNNB1,COX4I1,CCDC88C,CPEB1,PEG3,IZUMO4,PGRMC2,LAPTM4A,NDUFB7,LINC00316,CAPN1,ATP6V1A,GFRA2,MARCH1,TMEM50B,NPTXR,PARD3,CASZ1,UBASH3B,HINT1,RGMA,PLD1,ATPIF1 STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Brain_Endothelial ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS IGFBP7,COL4A1,ITM2A,ITIH5,RGS5,FN1,FOXS1,BGN,PDGFRB,CLDN5,COL4A2,ESAM,SLC6A12,GGT5,EDNRA,PRELP,ECSCR,CA4,NDUFA4L2,COL1A2,NOTCH3,DPEP1,CD248,GPER1,KCNJ8,SPARC,MFSD2A,HIGD1B,LAMC3,IFI27,ARHGAP29,C1orf64,STRA6,ITGA1,GJA4,PRKCDBP,SLC38A5,TM4SF18,PLXDC1,GNG11,CLEC3B,TIE1,IFITM3,FLT1,FRZB,NID1,COL3A1,TMEM204,VWF,KDR,LAMA4,ADGRL4,ECM1,CXorf36,LXN,MCAM,DLC1,PCAT19,SLCO2A1,SERPINH1,ADA,SDPR,S1PR3,CDH5,ANPEP,CCDC3,LAMA2,CETP,CAV1,PLAC9,ENG,PCDH18,ROBO4,RAMP2,SLC2A1,ABCB1,LAMB2,CALD1,ADGRF5,ID1,SLC7A5,C1orf54,FSTL1,APCDD1,COL5A2,MYL9,FOXC1,EPAS1,TFPI,CLEC14A,APLNR,FOXF2,HES1,CSPG4,LAMC1,IFI6,VAMP5,BSG,CD34,TFRC,COL6A2,EMCN,MSRB3,COBLL1,FOXQ1,PECAM1,EBF1,SLC12A7,LINC00152,TGM2,PPP1R14A,NOSTRIN,SLC38A3,MMP28,SLC16A1,SLC3A2,PLCE1,CA2,CD93,TM4SF1,MYCT1,RRAS,CYYR1,UNC5B,SLC9A3R2,ATP1A2,ZNF366,TESC,DCN,ECE1,DOCK6,IFITM1,NID2,COL18A1,PGF,PDE7B,SEMA5A,ID3,TGFB1I1,PLOD1,QPCT,MYLK2,ISG15,NKD2,TMEM88,LHFP,BHLHE40,S100A10,TPM2,KIAA1462,EFNA1,CAV2,RELL1,TJP1,CGNL1,ADCY4,COLEC12,EMP2,LAMB1,EVA1B,ACVRL1,TCN2,RASGRP3,PCOLCE,HAPLN3,CDH6,TIMP1,EGFL7,VWA1,SH2D3C,CYTH3,UACA,LGALS1,WWTR1,PODXL,PELO,PPIC,RAPGEF5,SLC39A8,GMDS,RGCC,SLC7A1,HSPA12B,VCL,PAPSS2,ANXA1,COX7A1,UTRN,GALNT18,MYO1B,RHOC,LEF1,IFI44L,KANK2,PROCR,SLC2A3,ERG,XAF1,GIMAP7,PDE8B,SLC20A2,PRKCH,SERPING1,AGRN,ITGB1,MECOM,HEG1,RHOJ,MGLL,STARD13,FKBP9,RGS3,PTRF,TTYH2,SLC12A2,CLIC1,CD320,IFI35,MYH9,CRIP1,PVRL2,GPCPD1,ETS1,MAP4K2,BST2,PARVA,LY6E,KLF4,HYAL2,TEK,TNS1,MGST2,COL6A1,IL32,LMO2,PTPRB,ZIC2,AEBP1,ZEB1,AFAP1L2,HLA-H,PDLIM2,SLC7A8,MYL12A,WFS1,S100A16,ACTN1,FXYD5,LMNA,CLEC11A,SLC43A3,SMTN,THSD1,HLA-E,SLC9A3R1,FHL3,TAGLN2,TPM4,TUBB6,IGFBP4,SCARB1,ARHGAP18,TMEM109,TNFAIP8L1,PON2,EFEMP2,PMP22,EPSTI1,ABCG2,PCDH12,OAS2,ETS2,TSPAN9,ITGA5,SLC39A10,GSDMD,NOTCH4,CPD,FLI1,PDGFB,FERMT2,MT2A,CD9,PLXND1,LTBR,APOLD1,NOTCH1,SAMM50,NAMPT,MFAP2,TES,TIMP3,CDH11,SLC52A2,RAPGEF4,LAPTM4A,SNRK,CDC42EP1,SIPA1,CAST,ACTN4,NR3C1,SORBS3,VIM,JAM2,JAG1,CRIP2,FKBP1A,ESYT2,SELM,SYPL1,PSMB8,FLNA,RNASE1,FAM213A,DNAJC1,TMEM50B,STOM,SCARF1,PALD1,TGFBR2,PXN,PLAT,ABLIM1,CNN2,IFITM2,CD82,SERTAD1,MYO1C,PRCP,ISYNA1,STAT1,PDZD2,CLIC4,ILK,TACC1,HOPX,GOLIM4,S100A13,PDXK,PHACTR2,IQGAP1,PMEPA1,AAMDC,JAK1,MT1E,TMEM173,REEP3,RBMS3,NR2F2,POMP,PDE8A,YES1,HLA-A,MYO6,B2M,SLC40A1,SERPINB6,RSU1,RHOA,H2AFJ,CAPN2,DUSP6,CYB5A,CERS2 STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MEIS2,ARPP21,NEUROD6,CAMK2B,SEMA3C,CSRP2,SATB2,DOK5,CCBE1,SEZ6,ENC1,NELL2,NEUROD2,CACNA2D1,MIAT,BHLHE22,POU3F2,ZBTB18,CAMKV,PCLO,SYBU,DOCK9,LINC01102,SLA,PLXNA4,CACNG8,RBFOX1,PRRT2,MLLT3,ADCY1,EPHB6,LHX2,PLXNA2,ICA1L,PPP2R2B,ACTN2,R3HDM1,GOLGA8B,GRIA2,SCN2A,FBXW7,DYNC1I1,LINC00342,LINC01158,MAP6,SRCIN1,SYT5 STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Glial ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PPAP2B,EDNRB,PTN,CST3,PTPRZ1,HAPLN1,TNC,TTYH1,BCAN,CLU,RAMP1,ALDOC,PHGDH,NTRK2,PMP2,PSAT1,BTBD17,NKAIN4,SCRG1,SERPINE2,PON2,F3,MT3,DBI,S100B,OLIG1,LAPTM4B,MLC1,MFGE8,CD9,BTG3,ATP1B2,HEY1,MT2A,VIM,SLC1A2,FIBIN,CXCL14,TSC22D4,HOPX,WSCD1,LUZP2,C1orf61,BMP7,LIMA1,CCDC80,LITAF,BCHE,EPN2,SPON1,GPM6B,PDE4B,DHCR7,ATP1A2,AIF1L,ITGB8,LRRTM3,CBR1,RFX4,S100A16,ARHGEF26,IDH1,NOVA1,NDRG2,DTNA,MYO10,TIMP1,GCSH,CD63,SLITRK2,GRHPR,MSMO1,ADGRG1,DDAH1,CYP51A1,LYPD1,SOX2,RAB31,GATM,TRIB2,TSPAN3,SRI,CPE,FABP5,TSPAN6,SLC1A3,CNN3,FABP7,SHISA4,TSPAN7,CKB,ADD3,GRID2,DCXR,SIGMAR1,CADM2,RDH11,AASS,RHOC,PRCP,ITM2C,MDK,RCN1,ANXA5,TM7SF2,SCD,TMEM9B,HACD3,MYO6,ETV1,OAT,TAOK3,DNER,ARL6IP1,NTM,PRNP,TXNDC12,SEC11C,LRPAP1,PTTG1IP,ENO1,DAD1,LDHB,TPI1,DAG1,IDI1,RTN3,IFI27L2,FHL1,SNX3,FAM213A,TMBIM6,SEMA6A STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Brain_Immune ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS GZMA,PTPRCAP,PLAC8,CD52,IL2RG,LTB,HLA-DRA,S100A4,LSP1,SELL,ISG20,FCMR,LCK,CD69,IL32,PVRIG,CD48,RAC2,SH2D1A,CD44,SYTL1,IFITM2,TBC1D10C,CRIP1,CD74,CD7,IFITM1,CARD16,SKAP1,LY9,GIMAP7,S100A6,PSMB9,DOK2,CD96,RARRES3,CYTIP,IRF1,EMP3,HLA-B,DENND2D,STK17B,HLA-F,BTN3A2,ADGRE5,HCST,HLA-DRB1,CD3E,SEPT1,FXYD5,RHOH,CLEC2B,ANXA1,DUSP2,ACAP1,CD37,HMHA1,PTPRC,LIMD2,B2M,ARHGAP9,ETS1,HLA-C,CORO1A,ITGAL,GMFG,UTRN,TSC22D3,ICAM3,PSMB8,CLEC2D,ARHGAP15,HLA-A,MYL12A,CNN2,IL16,GIMAP4,S100A10,LCP1,PTPN6,SP110,ARHGDIB,IQGAP1,CCND3,TXNIP,PFN1,HCLS1,SRGN,CIB1,NEAT1,TAGLN2,UCP2,KLF2,ISG15,AKNA,PSME2,ZFP36,GPSM3,ANXA11,LY6E,FERMT3,HLA-E,ABI3,CLIC1,RCSD1,MSN,HLA-H,PIP4K2A,FYB,JUNB,TMC8,SP100,LRRFIP1,XAF1,SH3BGRL3,PSME1,BIN2,ELF1,TAGAP,FAM65B,ARHGEF1,IFITM3,FCER1G,STK10,RNF213,CSK,RAP1B,MBNL1,ARPC1B,DUSP1,TAPBP,PRR13,RPL13A,S100A11,EVI2B,MYH9,LITAF,DNAJB1,ADD3,VAMP8,GADD45B,ZFP36L2,FOS,EEF1D,ARPC2,RPL28,SERF2,ITGB2 STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Microglia ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS VSIG4,P2RY13,P2RY12,CX3CR1,TREM2,CH25H,CSF1R,C3,C1QB,RGS1,TMEM52B,C1QA,SPP1,FOLR2,FPR1,BHLHE41,FCGR1A,LILRB4,TMIGD3,PTAFR,CD14,PDK4,C1QC,GPR34,ADAM28,LPAR5,IGSF6,FCGR1B,FCGR1C,LOC101929497,HPGDS,SIGLEC10,SAMSN1,APBB1IP,MS4A7,CD68,TBXAS1,LAPTM5,ACY3,SFMBT2,ADORA3,PLD4,MRC1,LINC01268,LTC4S,CCR1,MERTK,LY86,RHBDF2,CCL3,OLR1,SELPLG,ADAP2,C10orf54,C3AR1,TLR4,TMEM119,CRYBB1,SERPINF1,CSF3R,RNASET2,IL13RA1,CTSC,CD84,RGS10,FCGR3A,AIF1,FCGR2A,DHRS9,APOC1,FCGRT,OLFML3,CYBB,ALOX5AP,SLCO2B1,IFNGR1,TYROBP,TLR7,PLXDC2,C2,IL6R,LPAR6,CD86,CD53,MNDA,PTGS1,A2M,TLR10,SIGLEC8,GPR183,ADRB2,IRF8,LGMN,DOCK8,PYCARD,HTRA1,SLC9A9,NINJ1,PLVAP,ITGB2,GAL3ST4,LAIR1,GGTA1P,CXCL16,CREG1,RNASE6,LAT2,TFEC,LY96,GADD45B,HAVCR2,IER3,MKNK1,LST1,FCER1G,GSN,LINC00996,CD4,CPED1,INPP5D,NCF4,CYTH4,SLC7A7,HCK,CTSB,NPL,HMOX1,STAB1,MILR1,BIN2,ATP8B4,CCL4,CPVL,BTG2,TAL1,KIAA0226L,VAMP8,TMEM173,LRMP,SAT1,SLC29A3,SYK,FYB,CD36,FOSB,P2RX4,DAB2,LPCAT2,FGD2,OAS1,SUSD3,EVI2B,IL17RA,ZFP36L1,ITGAM,GM2A,ITGAX,CD300A,IKZF1,FAM105A,SERPINA1,NFKBIZ,DNAJB1,ITM2B,SYNGR2,DOCK2,CASP1,MPEG1,PARVG,SKAP2,IER2,LIPA,IL6ST,CEBPD,DHRS3,TAGAP,HSPB1,MED12L,GRN,CMTM7,CNPY3,IL10RA,BLNK,JUN,DNASE2,CD83,LHFPL2,NPC2,IFI30,ZFP36L2,CTSS,S100A11,HHEX,TNFRSF1B,NAGA,RAB3IL1,REEP4,ZFP36,AOAH,PPT1,PDPN,CYBA,NAIP,GLIPR1,PLEK,BIN1,ARPC1B,CTSH,DUSP1,SRGN,CTSD,OTUD1,RGS19,HCLS1,ABI3,PDGFB,XBP1,SIRPA,EGR1,LYN,LCP1,ABCG2,MGAT4A,LGALS9,OSTF1,IFI16,PLA2G15,RHOG,MYO1F,HSPA1A,SP100,ARHGDIB,MFSD1,PPP1R15A,TPP1,UCP2,KLF2,IPCEF1,RCSD1,TGFBR2,FOS,CTSL,MAN2B1,ZMYM6NB,JUNB,HIST1H1C,ASAH1,ARHGAP4,TCIRG1,SLC7A8,B3GNT5,PTPRC,SORL1,NCKAP1L,APOE,RGS2,POLD4,AP1B1,GPX1,GIMAP4,NEAT1,C12orf75,RHOB,SERPINB9,PTPN6,MGST2,MIS18BP1,SOCS6,CD37,ENTPD1,VMP1,H2AFJ,DDIT4,NFKBIA,GPSM3,HVCN1,EVI2A,ITPR2,STOM,CMTM6,TNFRSF1A,ADAM9,HSPA1B,HLA-E,CYFIP1,CKS2,SALL1,LOC100996255,GPN3,RIN2,CCND1,HSPA5,PSAP,IGF1,BST2,TLN1,GAS6,RNF130,FMNL3,GLUL,LIMS1,CAPZB,GNB4,GNG7,LAP3,CD81,SCAMP2,DOCK4,DAGLB,SLC1A3,CHCHD7,GLRX,KCTD12,GAA,PRR13,METTL7A,GMFG,COLGALT1,ARRB2,APPL2,SERPINB6,DPP7,XAF1,RNF213,MAF,WASF2,ST6GAL1,HERPUD1,HCST,ATP6V0E1,B2M,PTPRE,NAA20,CD164,GYPC,RB1,NFE2L2,ELF1,CAP1,ZFHX3,TMBIM4,GNG5,PLD3,PIH1D1,MEF2A,COTL1,CORO1A,LAMP2,APLP2,PPP1R18,HEXA,LYST,ANXA5,EGFL7,EPB41L2,SCAF11,SERP1,FAM96A,ARPC3,TAPBP,HLA-C,CD74,GATM,VDAC1,SERF2,PFN1,CALR,BCAP31,ATP6V0B,DEGS1,HLA-B STANDARD_NAME Fan_Embryonic_CTX_Big_Groups_Inhibitory ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_8_Big_Groups EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DLX5,DLX1,DLX2,PLS3,ERBB4,SOX2-OT,GAD1,CXCR4,PDE4DIP,PFN2,DCX,TCF4 STANDARD_NAME Fan_Embryonic_CTX_EX_1_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENC1,LINC01158,LINC01102,MEIS2,SLA,CSRP2,EIF1B STANDARD_NAME Fan_Embryonic_CTX_EX_2_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS NFIB,LINC01158,DDAH2,ENC1,MLLT3,ZBTB20,HSPA1B,POU3F2,EZR,PPP2R2B,MDK,PHLDA1,IGFBPL1,NFIA,MEIS2,ZFHX4 STANDARD_NAME Fan_Embryonic_CTX_EX_4_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANKRD36B,SERPINB9,LRRIQ1,SPTBN4,IGSF21,CNTN3,MST1,PNCK,RAPGEFL1,RASGRP2,PLXNA3,EEF2K,SLC8A3,PGM5P2,SGSM1,LAMA5,SHISA9,ANKRD36,MYO6,GABRB1,FOXK1,GOLGA8A,LOC440300,EPHA7,FBXW7,STX1A,CACNA1E,ERICH3,SPEG,SRRM3,POU2F2,NTRK3,ELMOD1,KIAA1656,PFKP,LINC00506,HYDIN,DGKH,CC2D1A,FAM227A,UACA,STK36,ARFGEF3,RPS6KL1,KLHL3,PDZD2,PKD1,SCN2A,SLC2A13,WDR60,PI4KAP2,RAP1GAP,C6orf10,LIMS2,PPFIA4,PTPRK,LOC101927374,ABCA5,GRP,PNMA3,RYR2,CACNA1A,HIC2,DNAJB2,ACAP3,LINC01410,GRID2,CSMD1,CRIPAK,NIN,TMEM178A,RNF213,ACADVL,RNF207,LOC101928936,PTCH2,SYBU,PLEC,PTCHD4,LOC100190986,LMO7,DNM3OS,TMEM108-AS1,SEC31B,ACTN2,ADAM11,LTBP4,PTPN13,PTPRD-AS1,DAB2,R3HDM1,GRB14,MYLIP,GULP1,DMWD,EXD3,KIF1C,CSGALNACT1,KIRREL3-AS2,NPY1R,CACNA1G,AP1G2,TARBP1,CELF2,RYR3,SYNE1,LOC101929653,LINC00504,DLGAP2,USP32P2,SLC4A10,PPFIBP1,FGF17,TNK2,SLC27A1,KCNMA1,ABCC8,MMP17,GNB3,PLEKHA6,STX3,MYO1C,FADS3,TIMP3,GDA,BZRAP1,LOC155060,KHDRBS2,LOC101929570,CACNA1B,SLC7A5P2,NRBP2,LINC00342,LOC729348,CAND2,RPL23AP32,CACNA1I,FBN3,PCLO,CACNA1C,GOLGA8B,JAKMIP3,DOCK9,SNX32,SLC8A1-AS1,ANKRD18A,FAM155A-IT1,LGI4,JAG2,CELF2-AS1,CSMD2,RAP1GAP2,ITPR1,AHI1,CCDC64,SAMD5,ANO3,CCDC144B,SCN9A,PDIA2,PROM1,DUSP5P1,PRICKLE2-AS3,KCNQ1OT1,MIAT,SLC26A4,LRRC4C,RGS11,CPNE7,CELF2-AS2,TMEM74B,ARPP21 STANDARD_NAME Fan_Embryonic_CTX_IN_1_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DLX2,MAF,CXCR4,PDE4DIP,ARL4D,RBP1,NXPH1,LHX6,BRINP2,PDZRN4,FOS STANDARD_NAME Fan_Embryonic_CTX_IN_2_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS RBP1,ACKR3,BRINP2,LHX6,PDZRN4,MAF,SST STANDARD_NAME Fan_Embryonic_CTX_IN_3_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PDE4DIP,ERBB4,GAD1,MAF,LHX6,BOD1L1 STANDARD_NAME Fan_Embryonic_CTX_IN_4_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PDE4DIP,PLS3,ERBB4,GAD1,RBP1,CXCR4,MAF,PDZRN4,LHX6,NXPH1 STANDARD_NAME Fan_Embryonic_CTX_IN_5_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DLX5,DLX1,SCGN,CALB2,CNR1,DLX6-AS1 STANDARD_NAME Fan_Embryonic_CTX_IN_6_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_12_In_and_Ex_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TMEM161B-AS1,DLX1,BTG1,HSPA1A,SCGN,DLX6-AS1 STANDARD_NAME Fan_Embryonic_CTX_Astrocyte_1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SPARCL1,NCAN,FAM107A,ID2,EEPD1,GRM3,VEPH1,LINC00943,TNC,ADGRV1,SLCO1C1,CDC42EP4,PEA15,DOK5,EZR,SLC1A3,RGS20,LRRC3B,PAX6,LGALS3,HEY1,FABP7,ALDOC,OLFM2,MLC1,DIO2,AGT,ADCYAP1R1,PLAGL1,RAMP3,SFXN5,GPX3,CXCR4,GFAP,LRP4,PAQR8,FOXG1,BTBD17,CBS,CXCL14,LYN,GABRB1,NOG,MMP28,ADORA2B,GALNT16,SIRPA,CHRDL1,TSKU,PRSS35,IFI44L,EFHD2,FADS2,CPNE5,MRC2,ID3,ID1,SOAT1,ANOS1,C1QTNF3,LPCAT1,C8orf4,LAMP5,DCN,TM7SF2,HES4,FRMD4A,PLEC,SYPL1,LSS,CDH4,HTR2A,OAF,LRRC10B,EMID1,NPNT,CSDC2,ANGPTL1,CYB5A STANDARD_NAME Fan_Embryonic_CTX_Astrocyte_2 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS NTRK2,AQP4,GJA1,CLU,PPAP2B,CPE,MGST1,EDNRB,S1PR1,ATP1A2,TTYH1,FAM198B,TIMP3,GABBR2,APOE,GLUD1,AHCYL1,SLC7A11,ID4,SPON1,MT3,ALDOC,MT1E,PMP2,ATP1B2,NDRG2,SLC1A2,PBXIP1,VCAM1,SLC1A4,FGFR3,METTL7A,GRAMD3,SDC2,F3,TRIL,BMPR1B,NR2F2,RAMP1,MYBPC1,OAT,WLS,SLC3A2,ABCA1,SLC15A2,ADIRF,SERPINE2,PTTG1IP,AIFM3,ASPH,NR2F1,HACD3,ADGRG1,CAMK2G,PLTP,DST,EZR,SPOCK2,SEMA6D,LIFR,HSD17B6,MT1X,LIX1,MT2A,TFPI,MFGE8,IQCA1,GABBR1,FIBIN,TMEM47,GDPD2,SLC39A12,SESN3,LINC00844,GLUL,GJB6,SLC4A4,PDLIM5,NRCAM,CACHD1,SH3GL2,DTNA,CD44,CDO1,LUZP2,LGR4,GARNL3,SOX2,SPATS2L,NTSR2,EFEMP1,PRODH,ETNPPL,MARCKS,GPC5,ACKR3,MT1F,LAMA4,ITPR2,NFIB,RORA,FUT9,PCDH9,MSMO1,BBOX1,SLC25A18,ALCAM,C9orf24,ANOS1,DDIT4,MT1M,B4GAT1,LAPTM4A,ST8SIA1,NFIA,ITM2C,C10orf54,HIF3A,CSGALNACT1,APC,MACF1,PLSCR4,DDAH1,DNER,PLXDC2,CTNNA2,HRSP12,SLITRK2,KCNN3,GABRG1,FBLN1,KMT2C,ARHGEF26,FAM189A2,SSPN,LAMA1,COL6A1,RIC3,FLJ46906,ACSL6,ALDH1L1,AK1,C1orf194,FAT3,BBS2,HAPLN3,NPC2,PSD2,TPPP3,CAPS,C1orf198,ZFYVE21,PCDH10,HTRA1 STANDARD_NAME Fan_Embryonic_CTX_NSC_1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS LINC01158,HNRNPA1,CCND2,VIM,MEF2C,ZEB1,RARRES2,SPRY1,PDLIM1,RPL36A,NME1,DSCAM,CCDC80,MCM4,DLL3,FOS,DUSP6,GAD1 STANDARD_NAME Fan_Embryonic_CTX_NSC_2 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PTTG1,TROAP,CENPF,CCNB2,TPX2,CDC20,NUSAP1,CCNB1,PLK1,TOP2A,CKS2,PRC1,SGOL1,AURKB,BIRC5,DLGAP5,UBE2C,CDKN3,PBK,HMGB2,KPNA2,CCNA2,HN1,H2AFZ,AURKA,KIF20A,CDCA3,FAM64A,ARL6IP1,ECT2,KIF2C,GTSE1,KIF23,BUB1,KIF4A,HJURP,SGOL2,SMC4,BUB3,TACC3,KIF18A,KNSTRN,NUF2,NEK2,BUB1B,TTK,MAD2L1,ASPM,MXD3,KIF15,TUBB4B,CDK1,CDCA8,CKAP2L,CKAP2,TUBA1C,NDC80,KIF20B,PRR11,PSRC1,TMPO,UBE2T,H2AFX,FAM83D,GAS2L3,MKI67,APOLD1,DDX39A,CENPE,HMGB3,MIS18BP1,DEPDC1B,C21orf58,ZWINT,RAN,DTYMK,CKAP5,KIF11,SPDL1,RBMX,CDC25B,KIF22,NCAPD2,TUBB6,LDHA,ODF2,OIP5,LSM5,KIF14,CDCA2,NCAPG,RAD21,RRM2,CCDC18,G2E3,PIF1,RACGAP1,ARHGAP11A,RHEB,TRIM59,SPC25,FBXO5,H2AFV,CENPK,HYLS1,UBE2S,EZH2,CALM3,DCTN3,ILF2,LBR,CENPM,ANP32E,MELK,CKS1B,DIAPH3,CCNF,POC1A,RTKN2,NDE1,CEP70,CENPA,RHNO1,HSD17B11,SPAG5,RUVBL2,CNIH4,CASC5,DBF4,NMU,CDKN2C,LGALS1,SKA2,NCAPH,RNF26,SMC2,KIF5B,EMC9,FOXM1,CEP135,LMNB1,DEPDC1,KIFC1,LMO7,HMMR,CDC25C,ORC6,NCAPG2,HP1BP3,RFC3,EIF4E,SAPCD2,SKA1,SHCBP1,PPP2R5C,MZT1,COX8A,C2orf69,NOSIP,SKA3,RPL39L,GGH,ACTN1,MRPL51,NUCKS1,MND1,SMTN,RANGAP1,ASF1B,TMSB15A,BTG3,CENPW,CCDC34,VDAC3,PLIN3,TK1,TUBG1,PLK4,CDCA5,CNTRL,METTL10,PSME2,PARPBP,CEP55,CENPN,MKKS,NUDT1,PHF19,TRAIP,REEP4,TMSB15B,TRIP13,CHEK2,FAM110A,UCP2,JADE1,NRM,STIL,VRK3,MED19,CBR3,CEP44,ESPL1,DCXR,LOC81691,ESCO2,NCAPD3,NSRP1,TNFAIP8L1,GINS1,ARHGEF39,XRCC4,POLR2D,SNRPA1,RNF4,HIRIP3,WDR54,PPP2R5D,CLIC1,NEIL3,KIAA1524,ASCL1,KIF18B,ATAD5,SETD8,RARRES2,LRRCC1,AAMDC,TPM2,ARHGAP19,TTF2,NEURL1B,RASSF1 STANDARD_NAME Fan_Embryonic_CTX_Olig ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MOBP,ERMN,PLP1,TF,MOG,KLK6,ADAMTS4,MYLK,MBP,CNP,PADI2,MAG,CLDN11,PTGDS,PPP1R14A,ENPP2,SEPT4,SLC31A2,CYB5R2,CAPN3,APLP1,TMEM63A,C9orf3,CDK18,ZDHHC9,SECISBP2L,GSN,PEX5L,SIRT2,NFASC,CARNS1,PPAP2C,MAL,MYRF,TMEM125,CMTM5,PLEKHH1,SLAIN1,LGI3,BIN1,SOX2-OT,FEZ1,GPR37,MAP7,UGT8,ELOVL1,PLEKHA1,SLC24A2,PTK2,FA2H,CERS2,S100B,DYNC1I2,RNASE1,LOC100506725,SEMA4D,ANKS1B,TPPP,GLTP,GJB1,TMEM151A,FAIM2,STMN4,SLC44A1,TMEM206,FNTA,CLDND1,TECR,SH3GL3,ZNF488,PVRL1,SPTLC2,TSPAN15,BCAS1,NKX6-2,KIF13B,NCOA7,TUBB4A,REEP3,CSRP1,SLC12A2,ENDOD1,EDIL3,ANO4,STRN,ABCA2,KIAA1324L,LPAR1,NKAIN2,BZW2,SYNGR2,GAL3ST1,ERBB3,RNF13,YPEL2,BACE1,SOX10,FAR1,SEPW1,LINC00323,PLA2G16,PPP1R16B,TSC22D4,APLN,PLLP,C1orf122,PRKCSH,SEPT8,GRIN2A,C9orf135,SERPINI1,CD9,ABLIM2,ABHD17B,TRIM2,LINC01170,LARP6,CA14,GNAI1,MTUS1,KIAA0930,ST6GALNAC3,EPB41L3,PRR18,ATP1B1,DHCR24,MAN2A1,FAM107B,SH3TC2,FAM102A,NIPAL3,MAPK8IP1,VSTM2B,SYNJ2,MAP6D1,GALNT15,CD22,CPD,GJC2,KCNMB4,RAP1A,ANK3,CD47,CDKN1C,PFDN2,SCARB2,MARCKSL1,RASGRP3,LANCL1,PTPDC1,BACE2,PIP4K2A,C21orf91,GOT1,UBL3,ST3GAL5,APOD,LOC653513,ADAMTS18,UNC5C,FRMD4B,CNTN2,FIS1,ANLN,TPD52,ROGDI,CLN8,GAB1,LIPA,EVI2A,LOC102724312,FNBP1,MEGF9,CRYAB,CHADL,RHOU,ST18,ATG4C,PLOD3,BMP8A,GAS7,FGFR2,SERINC1,PLXNB3,HIST2H2BE,THEMIS2,HHIP,ZNF365,CDR2L,DNM2,SLC22A23,RTN4,ELL2,FBXO32,FUT8,KTN1,ZNF536,FRY,FOLH1,GOLGA7,LDB3,CLIC4,PLEKHG3,ATP8A1,COLGALT2,FAM124A,JAM3,SEPT10,MOB3B,VWA1,TMCC3,NPC1,MVB12B,TMEFF2,DIXDC1,TTLL7,AATK,PRRG1,ARHGEF2,DIP2B,NXPE3,TTYH2,DOCK10,KLF13,SHTN1,STX4,OSBPL1A,CNTN1,TMEM123,MAPRE2,C1orf198,RRAS2,TBC1D12,RAB33A,SVIP,ZNF189,APCDD1,ATP10B,NENF,SLC27A4,H2AFJ,BEST1,TMEM189,AMOTL2,NIPA1,ACSBG1,NACAD,SPATA2,DEGS1,PCBP4,MBNL2,CA2,FAM221A,SORT1,SPATA13,GIPC1,FMNL2,DEPTOR,MITF,TECPR2,FAM177A1,PLD1,PKP4,PACS2,GDE1,PICALM,ZFYVE19,HSPA2,ELAVL3,LPGAT1,TJP2,BROX,CBR1,NOL4L,COL16A1,AGPAT4,RALGDS,PPFIBP2,PLEKHB1,MAP7D1,PRIMA1,MOSPD2,APP,C12orf76,HIPK2,RTKN,SGK2,SLCO1A2,QKI,DCTN1,FAM134B,IGSF8,RHOG,GNG7,PAQR6,C11orf39,RAB40B,DOCK9,HMOX2,AGAP1,CCNY,PREX1,DNAJC6,FRYL,MPC1,TFEB,FAM13C,PRKCQ-AS1,MARCH1,ASPA,TYRO3,BBX,DENND5A,LOC729658,SLC22A15,MPP2,PRKAR1A,TMEM50A,ABHD17A,HID1,APIP,CYP2J2,LAMP1,PRICKLE1,NIPAL4,ASUN,CORO2B,CTNNA1,RNF130,TRIP12,HOXD1,LAMP2,SLC22A6,ANKRD40,ANO10,EPB41L2,WNK1,SCD,FAM188A,ATP6V0B,CHN2,MAP1A,ARPC5,STAMBP,SFT2D1,MCAM,NUAK1,INF2,TBC1D9,SYT11,CFL2,BTBD3,SERINC5,MFSD6,DLG1,TMTC4,INPP5A,APBB1,FADS1,CPM,PHLDA3,RASGRF2,CDC42SE1,TULP4,C20orf194,PAPSS1,ELOVL6,IL6ST,RYBP,DESI1,RRBP1,FAM73A,PXK,MPV17L2,PRDM2,OPALIN,HTATIP2,PSEN1,IPO13,RAB9A,BCAR1,TMEM184B,IMPAD1,LMNA,DUSP26,GPR62,HIST1H1C,GPRC5B,FAM222A,RICTOR,SCG5,CLMN,LINC00672,SLC6A15,BOK,TMEM256,DUSP7,PDE4DIP,IL1RAPL1,ABHD6,TMEM64,SOX8,ACER3,CLASP2,LHPP,SHISA2,HN1L,AMPD3,TMTC1,SIK3,TCTA,FAM174A,ANKRD44,ZEB2,AQP6,COPS2,SMPD1,ITPKB,VAMP3,TJAP1,SGCB,UBE2H,ROPN1,TIGAR,SPNS2,MAP4K4,PAIP2,KIF1A,POMGNT1,ORMDL2,RASGEF1B,CD200,ERMP1,SRSF8,NLRP14,COL4A5,EPS15,MAP1LC3B,KCNJ10,NINJ2,TMCC2,SLC45A3,FLNB,LCOR,AGPS,HOOK3,ENPP4,ZCCHC17,ENPP6,SAMD8,TMEM128,ARL2,AGPAT1,UNC5B,DTNB,EPT1,ATF7,LINC01105,GAMT,RPS6KA2,LRRC8B,ATL3,DNM3,FNIP1,SLCO3A1,HBEGF,RAP2A,TMEM230,AGFG1,CAHM,RASSF2,PPP2R2A,AMER2,JOSD2,SHISA4,PPAP2A,PCP4,SPOCK3,KRT16P1,BCOR,SHKBP1,RNF220,RGS3,EMC10,FAH,SNHG9,SBDS,ADCK2,SETD7,TARSL2,SEC14L5,ZDHHC11,KLHL32,NDUFAF3,C5orf15,NEO1,TIMP2,PHLDB1,CDC42EP2,MYO1E,HDAC11,P2RX7,SUN2,ZFAND5,TMEM132B,IFNGR1,GPR155,SCARB1,IKZF5,SLC7A14,KCTD8,ALAD,UBE2E2,SCAMP5,KLHL24,PTPRD,SNX30,WIPI1,MICALL1,SMURF1,DNAH17,HEYL,KIAA0556,ARHGEF10,COPA,SH3KBP1,SLC35A5,CREB5,RCBTB1,CLCN3,TMEM144,SUSD6,NCOR2,CYP51A1,LYRM5,NBR1,KDM4C,RHOB,PAK1,PTP4A2,CDKN2AIPNL,TTL,MGAT5,ZFP57,ADIPOR1,PM20D1,PAIP2B,SLC6A9,TOM1L2,PHC2,S1PR5,RAB11B-AS1,CNDP1,MTMR2,FDFT1,PIP5K1B,IGSF11,RCAN1,ICK,DNAJB2,ZSWIM6,MAPK6,PCSK6,DACT3,OSTF1,SRD5A3,GAREM,DLG2,TMEM178A,NEK7,PIK3IP1,LIMD1,LDLRAP1,CPOX,DNAJA4,ADCY5,SMIM13,TPRN,PLA2G4C,PELI1,PSD3,CANT1,MYO1D,AIDA,RXRG,KLHL21,ADAP1,TSEN15,ACAN,HAGLR,SFTPC,DTD2,GAS6,CH17-340M24.3,C11orf58,VMP1,TMC6,PDE8A,TP53INP2,SLC13A3,CD164,KIAA0355,STK39,ARHGAP23,TSC22D3,ADO,FAM179B,RAB21,PHYHIPL,KCNJ2,FAM131B,ERRFI1,KIF13A,CCDC90B,OLIG2,EML2,C4orf33,QDPR,STIM1,CTNNA3,SLC4A2,CCNYL1,CYLD,HR,ZER1,KIAA0196,HIATL1,ARHGEF37,MANEA,ATP5E,MAST3,TRAM1L1,MTRR,SLC25A46,HAPLN2,VKORC1L1,CSF1,PITPNA-AS1,C11orf71,NGFR,UBE2Z,SLC16A8,FAXDC2,BRSK1,TMEM110,KANK4,MTMR7,TXNDC9,TRIM62,PLAT,SAMD12,CLCN4,MARCH2,TMEM246,LDLRAD4,TNS2,CHAMP1,UBE4B,PPP2CB,ZNF146,ANKH,ADIPOR2,LOH12CR1,RAPGEF5,GRB10,DUSP10,SEPHS2,STX6,TMBIM1,TCP11L2,TNS3,PDE1A,CDH19,NDRG1,RELT,FAIM,SPSB1,GALC,PPP2R5B,ACSL1,TMEM209,PCSK7,CTSV,TMEM136,RRAGC,FECH,PDXP,SPTSSA,SESN1,ULK2,TESK2,USP12,SSH2,CDK17,ARHGAP22,EGLN3,HMGCS1,UBR1,A1BG,TAF10,RBM48,LZTS2,TMTC2,RASA3,C6orf47,PIGG,HSD3B7,CTTN,SEMA3D,RALY-AS1,ZFYVE28,LRRC8D,BLOC1S2,AZGP1,LIG4,UNC13B,GLDN,GSN-AS1,MTMR10,FAM122A,TSPAN9,SAV1,KBTBD3,COBL,NIPSNAP3A,DNAJC12,FRS3,GAB2,LACTB2,NUDT12,AMBRA1,MFSD12,ZNF160,SMAD7,SYT9,LINC00467,GTDC1,GALNT6,SNX29,ATP9B,MANSC1,ELOVL7,CLCA4,FBN1,PDE3B,CEP104,ASB1,ETV6,SLC18A2,UBE2Q1,NAV2,PRKACB,BTBD16,TSPAN19,RNF103,LDLR STANDARD_NAME Fan_Embryonic_CTX_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Glia_Cell_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PDGFRA,EPN2,SCRG1,LPPR1,APOD,ARL4A,COL9A1,PCDH15,BEX1,MEG3,GRIA2,THY1,PLAT,LINC00643,PLLP,BCHE,LHFPL3,LRRC4C,GPR17,LIMA1,COL20A1,CA10,CNTN1,PHLDA1,SLC35F1,SEMA5A,SNAP25,KLRC2,PCSK1N,IL1RAP,SCN1A,SPRY4,SCG3,MPZL1,PDE4B,BRINP1,C8orf46,TAOK3,OLIG1,NXPH1,ARL2BP,TSPAN13,UCHL1,SLC1A1,ATCAY,C2orf80,CXADR,LRRK2,SNTG1,CCND1,TM4SF1,FIP1L1,PCDH20,BRINP3,CNPY2 STANDARD_NAME Fan_Embryonic_CTX_Brain_Endothelial_1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CLDN5,ITM2A,MFSD2A,APCDD1,SLC38A5,ESAM,RAMP2,CDH5,SLC7A5,ADGRL4,PECAM1,FLT1,IGFBP7,C1orf64,GNG11,SLC2A1,IFI27,KDR,CD34,PCAT19,ROBO4,CAV1,PODXL,BSG,ENG,CD320,VWF,ABCB1,TFRC,PON2,SLC3A2,SLC7A1,SLC38A3,FN1,SLC16A1,TIE1,CSRP2,SLC9A3R2,SPARC,EPAS1,ECSCR,CLEC3B,CXorf36,ID3,S100A16,CRIP2,CLEC14A,MMP28,ABLIM1,VIM,LAMA4,TM4SF18,FSTL1,S100A10,SERPINH1,CYYR1,ADGRF5,ID1,EMCN,KIAA1462,STRA6,TSC22D1,C1orf54,ARHGAP29,FAM213A,CD93,HES1,COBLL1,RBP1,APLNR,TJP1,RELL1,IFITM3,TCN2,MYCT1,RGCC,ECM1,CLIC4,SLCO2A1,HOPX,RUNDC3B,LY6E,PRKCDBP,SLC39A10,IFI6,MYO10,SAMM50,DPEP1,PALMD,RASGRP3,TM4SF1,LXN,VWA1,DLC1,CGNL1,QPCT,THSD1,APOLD1,LOC100190986,TMEM204,VAMP5,CD82,NOTCH4,NAMPT,CNN3,HAPLN3,LEF1,IFITM1,TSPAN5,PAM,EFNA1,SMAD1,MYLK2,CAV2,IGFBP4,HYAL2,RHOC,SLC39A8,INSR,PVRL2,LIMS2,NPDC1,ECE1,MYO6,YES1,CAPN2,SCARB1,SPTBN1,SPOCK2,ARHGAP18,LAMB1,PTRF,LAMC1,TAGLN2,S100A13,CA2,CA4,CD200,GALNT18,DNAJC1,EGFL7,HEG1,DOCK9,LMO2,GIMAP7,MYO1B,BHLHE40,CPD,TEK,ACVRL1,EMP2,JAM2,TTN,WWTR1,CCDC186,HID1,NID1,IL32,NOSTRIN,LRP8,NGFRAP1,S1PR1,PLK2,PTPRB,ESYT2,PLLP,ACTN4,PROCR,CDH2,ZDHHC9,ZNF366,FKBP9,PRKCH,ERG,JUP,PPFIBP1,MAGED2,MAP4K2,POMP,MT2A,NPIPB3,GPCPD1,TUSC3,MYH10,CD151,COX7A1,MT1F,OCLN,PTP4A3,BCL6B,HSPA12B,TPM4,WFS1,DSP,LAPTM4A,SDPR,RAPGEF4,SLC16A2,SEMA6A,DSTN,SLC5A6,MT1E,ITGA6,CYB5R3,FKBP1A,ANXA1,SPINK8,CETP,FOXQ1,RPS6KA2,PLS3,CDH6,COL6A2,AFAP1L1,PPM1H,SLC7A11,NID2,LAMB2,FXYD5,FLT4,NKD2,OCIAD2,TGM2,CDH11,PPIC,GPD1L,BMPR2,PFKL,UTRN,GGT5,RGS3,SLC16A14,FOXF2,SORBS3,MLLT4,ADGRL2,LMCD1,ARAP3,STX3,IFI44,NES,SH2D3C,STXBP1,RRAGA,LAPTM4B,PRSS12,SOX7,TTYH2,CARHSP1,MMRN2,PDXK,PXN,TSPAN6,PTPRG,ADCY4,FRY,TMEM88,TIMP1,GBP4,FHL3,IGFBP2,PLXND1,TCF4,MLEC,BLCAP,PGRMC1,FOXC1,TLE1,SERINC5,CCDC141,SMTN,MSRB3,CYB5A,KLHL5,ALPL,MECOM,PROM1,SESTD1,MFAP2,SLC1A4,KLF4,ISG15,SLC52A2,LSR,SLCO1A2,SEMA3G,PCDH12,RASIP1,SOX18,TMEM50B,NEIL1,SPARCL1,PPA1,C12orf57,NOS3,DACH1,ABLIM3,PELO,CHST12,PKP4,ST6GALNAC1,PLEKHG1,LDLRAD3,IGF1R,PTPRM,ARL2,TMEM45B,DLL4,TUBB6,SLC2A3,IGF2BP2,UNC5B,IFI44L,CDC42EP4,IFNAR2,FLNB,PHLDB1,KITLG,RHOJ,PXDN,RAI14,HIP1R,PLA2G16,ITGA5,CDC42EP1,RAPGEF5,NOTCH1,EBF1,PDLIM2,EFR3B,CLIC1,IFIT1,VWA2,SVIP,ZIC2,SHC2,NQO1,CSRP1,CYR61,MMP25,SMG1P2,CTHRC1,SOX17,MATN2,GDPD5,GADD45A,ADM,AHNAK,MT1X,FAM69B,ARHGEF15,CDA,MX1,BBS9,CEP112,PRCP,FAM213B,MEGF6,COL5A2,MAGI1,LRRC17,ADAM15,ELN,HMCN1,AFAP1L2,SNTB2,ATP10A,APOL4,MOB2,FAM84A,BCR,DNPEP,TRIM16,ABHD17A,KANK3,KIAA1161,CLEC2B,MAOA,SVIL,AIF1L,TSPAN9,HDAC7,FAM129B,TDRP,USHBP1,FZD4,SLC7A8,FZD6,MGST2,CLTB,AXIN2,TBX3,LAMA5,CD9,HPCAL1,PIK3R6,PCBD1,EDN1,CLIC5,MDK,FAM171A1,GJA1,IMPDH1,BST2,DEGS2,KIAA1671,ZIC3,MICALL2,STARD4-AS1,ACVR1,SORBS1,SMAGP,CALCRL,RFTN2,FOXF1,PLCB4,LL22NC03-75H12.2,CD27,C1orf115,OXR1,GRPEL2,HEY1,DOK4,MANSC1,PARP12,TNS2,PREX2,MALT1,PDE4B,SLC31A1,ACE,ANGPT2,SULT1C4,PARVA,IFI35,ITPR3,FAM43A,D21S2088E,SLC14A1,TMTC4,DGAT1,LIFR STANDARD_NAME Fan_Embryonic_CTX_Brain_Endothelial_2 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS RGS5,PDGFRB,CALD1,NOTCH3,ATP1A2,BGN,COL4A1,LAMC3,NDUFA4L2,SPARC,COL4A2,PTN,ITIH5,COL1A2,SLC6A1,FN1,CD248,SLC6A12,KCNJ8,CCDC3,TFPI,PRELP,PLXDC1,GGT5,EDNRA,LHFP,COL6A1,IGFBP7,FRZB,MCAM,CPE,AGRN,DLC1,FOXS1,TPM2,SEMA5A,NR2F2,FSTL1,HIGD1B,PLOD1,ZEB1,UACA,SPARCL1,LAMA4,DCN,MYO1B,COL3A1,PCDH18,ITGA1,LGALS1,PLAC9,COL6A2,CYTH3,NID1,LMNA,PLCE1,GNG11,SLC12A2,FERMT2,IFITM3,CSPG4,ARHGAP29,GPER1,SLC12A7,CD9,CDH6,PDE8B,ABCC9,MGLL,COL18A1,LGALS3BP,LAMB2,IFITM1,VCL,LAMB1,SEPT11,ECE1,COL9A1,TPM4,LAMC1,MYL9,SEPT4,TGFB1I1,COLEC12,ISYNA1,RBP1,SPRY1,CLEC11A,ITGB1,LAMA2,VAMP5,SLC20A2,COX7A1,GUCY1B3,THY1,PTK2,SERPINH1,SERPING1,CDH11,CNN3,MAGED2,CRIP2,MFGE8,GJC1,TJP1,PTGDR2,SMOC2,EPS8,HES1,S1PR3,F2R,TBX2,ANPEP,SPON2,ADORA2B,EBF1,SYNE2,SEPT7,ADA,PGF,ARHGEF17,CFAP20,RBMS3,FLNA,SLC38A11,PDE7B,PCOLCE,PTEN,PAPSS2,COL5A2,PPP1R14A,PARVA,DMD,PDLIM7,NTM,MAP1LC3A,CTNNBL1,CRIP1,TIMP1,TAGLN2,C11orf96,SGCE,GUCY1A2,EHD2,LINC00152,ZAK,NID2,ACTN1,PDZD2,OLFML2A,TMEM204,PRKCDBP,FXYD6,GPRC5C,FAM20A,MYLK,ITPR1,PTPRK,TESC,PXDN,SNAI2,EPAS1,FOXF2,ANXA2,WBP5,TNKS1BP1,LDHB,ATP1B2,TMEM74B,AK1,GNG12,SNRK,HES4,SH2D3C,SYTL2,AEBP1,GPM6B,VIM,FBLN1,PLS3,EFEMP2,GUCY1A3,ZIC1,CCDC102B,KANK2,TAGLN,CFH,ADGRD1,UNC5B,TSPAN12,P2RY14,FARP1,PELO,ITGA11,PKIG,CTTN,TIMP3,HEYL,GRM3,RASL12,RERGL,SMTN,SLC9A3R1,SELM,ZYX,ATP5D,TRPC6,KCNE4,PTH1R,HEY2,RFTN1,CDC42BPA,ADAM12,HTRA3,RHOC,PDLIM1,TRIB2,ECM1,PPP1R12A,ADAM33,MYOF,AMOTL2,CD151,PDE8A,NODAL,INPP4B,PLEKHA5,EPB41L1,TNFRSF21,BCHE,DGKH,SLC43A3,CSAG1,APOD,AMOTL1,TBX18,FAM162B,SASH1,C12orf57,PDE5A,CCR10,MDK,PMP22,COX7B,GGT1,LUM,NR2F1,STARD13,TBXA2R,ITSN1,CCDC80,PDLIM2,RAPGEF4,VSTM4,DOCK6,LRRC32,SNHG18,MYO6,FRMD6,CDC42EP1,ITGA4,PHACTR2,GMDS,AKAP12,AASS,MPRIP,DPY19L2,EPN2,ARHGAP10,ECM2,CPPED1,LZTS1,AKIRIN1,PLAGL1,GJA4,RNF24,ILK,JAK1,TNS1,ST3GAL5,GALNT18,MYH9,ANGPTL4,PRKG1,CA4,PPFIBP2,TNFAIP8L1,ST5,ARHGEF12,NFATC4,PARD3,ANXA6,EMP2,CYC1,HCFC1R1,BMP1,LURAP1L,ARHGAP42,PID1,GOLIM4,SGPL1,LIMA1,NT5DC2 STANDARD_NAME Fan_Embryonic_CTX_Microglia_1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MKI67,TOP2A,UBE2C,CENPF,NUSAP1,GTSE1,CDK1,PRC1,HMGB2,HIST1H4C,CKS1B,H2AFZ,SMC4,AURKB,BIRC5,KIF11,ANLN,CKAP2L,ARL6IP1,TPX2,ASPM,TACC3,CDC20,HMMR,HJURP,H2AFX,SGOL2,PTTG1,CKAP2,ZWINT,KIAA0101,CENPE,TK1,CKS2,CCNA2,KIF22,CCNB2,TUBA1C,TMPO,H2AFV,BUB3,C21orf58,KIF23,DLGAP5,KPNA2,CDKN3,TROAP,CDKN2C,CDCA3,IQGAP3,HIST1H2AM,RRM2,FOXM1,KIF2C,CDCA8,NUF2,PLK1,ASF1B,KIF20A,DTYMK,SPAG5,TUBB4B,SHCBP1,CIT,FAM64A,CCDC18,ANAPC11,BUB1B,BUB1,RPS27L,KIF20B,AURKA,MXD3,CENPM,SPC25,NDC80,CCNB1,DEPDC1,ANP32E,ARHGAP11A,CEP152,RAD21,PBK,SGOL1,NCAPH,KIF18B,FAM111A,CASC5,TTF2,NUCKS1,FBXO5,CENPN,DEK,ATAD2,NCAPD2,CKLF,SMC2,RHEB,CKAP5,HERC5,EZH2,NCAPG,SRSF10,MELK,KIF15,CENPW,EVI2B,KIF14,SRSF3,CDCA2,CCNF,CENPU,NCAPG2,FANCD2,CENPC,CLSPN,MAD2L1,BRCA2,SMC1A,CDK2AP2,MND1,RAD51AP1,CDC27,CEP55,ITGB3BP,FAM83D,BARD1,MZT1,DDX39A,ESPL1,HP1BP3,DEPDC1B,POLQ,CNTRL,CDC25C,PHF19,HIST1H1D,TMEM106C,PRR11,ESCO2,PCNA,MRPL18,UBE2T,ATAD5,KIF4A,TTK,PLK4,TCF19,LOC100288637,KNSTRN,GGH,GLA,DIAPH3,SIVA1,NRM STANDARD_NAME Fan_Embryonic_CTX_Microglia_2 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CCL3,FOSB,IL1B,CD83,CCL4,IER2,LOC284454,IER3,PPP1R15A STANDARD_NAME Fan_Embryonic_CTX_Microglia_3 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CD68,C1QC,P2RY12,C1QB,FOLR2,GPR34,CTSB,TREM2,CTSC,LGMN,SLCO2B1,CREG1,ADAM28,ASAH1,CTSD,SIGLEC10,ALOX5AP,SLC1A3,MERTK,TBXAS1 STANDARD_NAME Fan_Embryonic_CTX_Brain_Myeloid ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS S100A4,S100A6,FGL2,HLA-DRA,LYZ,CD74,HLA-DPA1,HLA-DPB1,HLA-DRB1,TYMP,CSTA,IFI30,CD52,S100A9,PLAC8,FCN1,IFITM3,LSP1,S100A10,ANXA2,HLA-B,EMP3,FGR,NEAT1,IFITM2,COTL1,LILRB2,TIMP1,CD44,MS4A6A,CFP,LGALS1,CRIP1,TKT,S100A11,VIM,ADGRE5,C1orf162,LY6E,UTRN,LILRB3,TNFSF13B,PLAUR,NAPSB,SERPINA1,CARD16,SPI1,PLXNB2,KLF2,POU2F2,KLF4,CEBPB,TNFAIP2,SECTM1,DOK2,HLA-A,IRF1,APOBEC3A,HCST,ISG15,CTSS,HLA-DQB1,NBPF10,FXYD5,NFKBIA,AMICA1,HCK,TGFBI,PSMB9,CLEC2B,CPPED1,GPBAR1,PLEKHO1,ADRBK1,NFKBIZ,AP1S2,PNPLA6,TXNIP,PTP4A2,IER5,APOBR,CLEC12A,ITGAX,CD48,C5AR1,MYO1F,HLA-DMA,STXBP2,ITGAL,CSK,PTGS2,LILRA5,CECR1,CLEC7A,CHD1,S100A8,CD300E,SOCS3,MX2,LRRC25,NAMPT,LRRFIP1,EFHD2,TMEM176B,LST1,TRIM25,KIAA0922,SIN3B,CFD,CXCR4,WARS,NLRP1,KLF13,HSPA7,MAFB,ANXA1,PANK2,DNAJA4,RETN,IFI44L,FAM65B,WIPI2,VCAN,IQGAP1,OSCAR,AIP,ATF3,ARHGEF2,FAM26F,ARF6,TNFRSF14,PLCB2,MT2A,FAM46A,PRAM1,TSPAN32,SCIMP,BCL2A1,CHCHD10 STANDARD_NAME Fan_Embryonic_CTX_Brain_B_cell ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS HLA-DRA,CD74,CD52,HLA-DPA1,CD79A,HLA-DRB1,PTPRCAP,CXCR4,CD79B,HLA-B,PLAC8,CD69,MS4A1,TCL1A,VPREB3,LIMD2,HLA-DPB1,LSP1,CD22,CD37,HLA-DMA,IGLL5,TAGLN2,SPIB,EEF1D,LTB,LOC101927412,PAX5,BANK1,HLA-C,RAC2,HLA-DMB,CORO1A,HLA-DQB1,BIRC3,FAM65B,CYTIP,HLA-A,ISG20,FAM129C,CYB561A3,SEPT1,PTPN6,FCMR,PSME1,SYTL1,FCRL1,FCRLA,SP140,SP110,MZB1,ARHGAP15,AFF3,KIAA0040,SMIM14,UTRN,PDE4B,CD48,SWAP70,HLA-DQA2,PLEKHA2,CRIP1,P2RX5,IL2RG,PDLIM1,GAS5,LY9,CD19,LINC00926,CLEC2D,ELF1,QRSL1,RPL13A,CD55,CD47,ACAP1,NCF1,PIM2,TXNIP,GPR18,ATP2A3,RALGPS2,PPP1R14A,ADD3,ALOX5,TTN,PCNP,RHOH,NCF1C,BTG1,SEPT6,SLC38A1,PSME2,ARID5B,FCRL2,EBF1,CD72,IKZF3,BMS1P20,PSMB9,BCL7A STANDARD_NAME Fan_Embryonic_CTX_Brain_Effector_T_cell ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS IFITM2,IFITM1,NKG7,KLRF1,CST7,GZMA,CLIC3,KLRB1,LSP1,CD7,PRF1,PTPRCAP,HLA-B,RAC2,CTSW,IL2RG,HCST,KLRD1,XCL2,PLAC8,GZMB,SAMD3,XCL1,GIMAP7,MYL12A,APOBEC3G,IL2RB,CD48,SH2D1A,HLA-A,SH2D1B,S1PR5,IRF1,CCL4,CD69,FGR,PLEK,BTN3A2,EMP3,ID2,HLA-C,CD3E,KLRC1,DOK2,CRIP1,TXK,CD247,CHST12,ADGRE5,PTPRC,RARRES3,LCK,HOPX,DUSP2,TXNIP,SEPT1,TARP,ABI3,ARHGEF3,SKAP1,PVRIG,GIMAP4,DENND2D,PYHIN1,LIMD2,CD160,CARD16,SRGN,HLA-H,SLAMF7,CLIC1,LY6E,SYNE1,S100A4,TSTD1,LITAF,BTG1,IQGAP1,PSMB9,ADAM8,CCND3,ITGAL,CLEC2B,CD44,FGFBP2,RUNX3,CMC1,RAP1B,ICAM3,ACAP1,STK17B,HLA-F,IL18RAP,PIP4K2A,CYTIP,SPON2,EOMES,CD96,CORO1A,LAIR2,SH2D2A,SYTL1,MSN,AKNA,TBC1D10C,STK10,LCP1,PRKCH,RASSF5,DGUOK,GZMH,TSEN54,FAM65B,FKBP11,ZAP70,KLRC3,CD244,SLC9A3R1,STAT4,TMEM71,SEPT6,ARID5A,PTPN4,ARPC5L,CDC42SE2,FYN,PRKACB,LINC00861,HSH2D,GMFG,GPR65,IQGAP2 STANDARD_NAME Fan_Embryonic_CTX_Brain_Naive_like_T_cell ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29867213 PUBLICATION_TITLE Spatial transcriptomic survey of human embryonic cerebral cortex by single-cell RNA-seq analysis AUTHORS Fan X,Dong J,Zhong S,Wei Y,Wu Q,Yan L,Yong J,Sun L,Wang X,Zhao Y,Wang W,Yan J,Wang X,Qiao J,Tang F, GEOID GSE103723 EXACT_SOURCE Supplementary information, Table S3: DEGs_of_Non_Neural_Clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS IL7R,CD52,CD3D,IL2RG,LTB,SELL,LSP1,IL32,TCF7,CD3G,LCK,PLAC8,SEPT1,CD3E,IFITM1,CD44,CYTIP,EMP3,LAT,LIMD2,LDHB,GIMAP7,CD2,CD7,PTPRCAP,ADD3,NOSIP,HLA-B,LEF1,RPL13A,CNN2,ABRACL,ISG20,CD27,LINC00861,ACAP1,RAC2,CLEC2D,HLA-A,CCR7,TAGLN2,FAM65B,STK17B,MYL12A,CRIP1,ARHGDIB,OXNAD1,EEF1D,ETS1,GMFG,CD96,CORO1A,TNFAIP8,ICAM3,FCMR,CD69,TSTD1,LY9,GPSM3,TSC22D3,ANXA1,IL16,SATB1,TMEM123,CD5,TRAT1,TBC1D10C,OCIAD2,CCND3,DENND2D,TXNIP,CCDC109B,PTPRC,SKAP1,SEPT6,ARHGAP15,NPM1,SYTL1,SAMD3,PIK3IP1,PRKCQ-AS1,FAM107B,ARL4C,LIME1,ITK,CHI3L2,FLT3LG,SMC4,FXYD5,RHOH,TRAF3IP3,HLA-C,PRMT2,CXCR4,TUBA4A,ZAP70,ACTN1,GIMAP4,PSMB9,DGKA,TESPA1,SCML4,TOB1,PDCD4,MAL,SH2D1A,TXK,TES,CD40LG,CD48,LRRFIP1,PVRIG,PIM2,APRT,LEPROTL1,ICOS,IL27RA,AES,GSTK1,BTN3A2,MYC,CD6,TC2N,LRRN3,CDC42SE2,C16orf54,LDLRAP1,RARRES3,CYFIP2,LPIN1,HPGD,STK38,AMICA1,RRN3P1,FAM117B,GBP2,THEMIS,CAMK4,CIB1,NSMCE1,FGD3,EPHX2,ID3,TRABD2A,GPR171,RGCC,RSL24D1,SEPT9,RCAN3,PRKCH,TNFAIP3,HLA-F,PCMTD2,PSMB8,SERINC5,MTERF4,ARHGEF1,STK4 STANDARD_NAME Manno_Midbrain_Neurotypes_Basal ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACTB,ACTG1,ATF4,ATP5B,ATP5E,ATP5F1,ATP5I,ATP5L,ATP5O,BRK1,BZW1,C14orf2,C7orf55-LUC7L2,CFL1,CHCHD2,COX4I1,COX6B1,COX6C,DDX5,DYNLL1,EEF1A1,EEF1G,EEF2,EIF4A2,FAU,GABARAP,H3F3B,HNRNPA2B1,HNRNPDL,HNRNPK,HNRNPU,HSP9AB1,HSPA8,MARCKS,NACA2,NDUFA13,NGFRAP1,PARK7,PCBP1,PFDN5,PSMB4,RBM39,RBM8A,RPL1,RPL13,RPL14,RPL15,RPL28,RPL3,RPL31,RPL34,RPL38,RPL41,RPL6,RPL7,RPL7A,RPL8,RPL9,RPLP,RPS17_loc1,RPS27A,RPS4X,RPS8,RSRC2,SAP18,SEC61B,SEC61G,SERBP1,SF3B1,SKP1,SLC25A3,SON,SRP14,SRSF5,SUB1,SUMO2,TCEB2,TSC22D1,TUBA1B,UBB,UBL5,UQCRB,UQCRQ STANDARD_NAME Manno_Midbrain_Neurotypes_hEndo ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Manno_Midbrain_Neurotypes_hPeric ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS A2M,AAMDC,ABCA1,ABCA9,ABCC9,ABHD17A,ABHD2,ACOT9,ACTA2,ACTN1,ADA,ADAM12,ADAM9,ADAMTS1,ADAMTS18,ADAMTS4,ADAP2,ADCY4,ADORA2B,ADRBK2,AFAP1L2,AGAP2-AS1,AGRN,AKAP12,AKAP2,ALDH9A1,ALX4,AMICA1,AMOTL1,ANGPT2,ANGPTL4,ANKRD37,ANKRD44,ANPEP,ANTXR1,ANXA2,ANXA4,ANXA5,ANXA6,AP2S1,APOBEC3C,APOE,APOL6,APOLD1,ARAP3,ARHGAP1,ARHGAP15,ARHGAP24,ARHGAP26,ARHGAP29,ARHGAP42,ARHGAP6,ARHGDIB,ARHGEF12,ARHGEF17,ARHGEF4,ARHGEF6,ARID5B,ARRDC2,ASAH1,ASB9,ATF3,ATHL1,ATP1A2,ATP1B2,ATP1B3,ATP6VE1,ATP8B1,AVPR1A,AXIN2,AXL,B2M,B4GALT3,BCAP29,BCHE,BCL3,BCL6,BGN,BTN3A3,C11orf96,C16orf89,C19orf83,C1QTNF1,C1S,C2orf22,C9orf153,CA2,CA4,CACNA1C,CACNB4,CADM4,CALCRL,CALD1,CALU,CAMK2D,CASP4,CAST,CAV2,CCDC17,CCDC3,CCDC8,CCL2,CCL8,CCM2L,CD163L1,CD164,CD19,CD248,CD3A,CD4,CD44,CD63,CD81,CD9,CD99_loc1,CDC42EP2,CDC42EP5,CDH11,CDH6,CDKN1A,CEBPB-AS1,CEBPD,CETP,CFH,CFHR1,CHCHD1,CHMP1B,CHST2,CHSY3,CISD1,CISH,CLDN7,CLEC11A,CLIC1_loc1,CMKLR1,CMTM6,COBLL1,COL18A1,COL1A2,COL21A1,COL3A1,COL4A1,COL4A2,COL5A2,COL5A3,COL6A1,COL9A1,COLEC11,COLEC12,COX4I2,COX7A1,CPED1,CPQ,CPT1A,CREM,CRIP1,CRISPLD2,CRTAP,CSAG1,CSPG4,CSRNP1,CTDSP1,CTSK,CXCL2,CYBA,CYP4X1,CYR61,CYSLTR1,CYSTM1,CYTH3,DAAM2,DACT1,DACT3,DBH,DBNDD2,DCBLD1,DCLK3,DCN,DDIT3,DGKA,DGKH,DLC1_loc1,DNAJB4,DNAJC15,DNM3OS,DOCK1,DOCK6,DRAM1,DSP,DUSP5,DYNLT3,EBF1,ECE1,ECH1,ECM2,EDNRA,EFCAB14,EFCAB5,EFEMP2,EFHD2,EGR1,EGR2,EGR3,EHBP1L1,EHD2,ELL2,ELOVL1,EMCN,EMILIN1,EML3,EMP2,ENPEP,ENTPD1,EPAS1,EPB41L1,EPB41L2,EPHA2,EPHB4,EPHX1,EPS8,EPSTI1,ERF,ETS1,EVA1B,EVA1C,F2R,F2RL2,F3,FABP4,FAM129A,FAM13A,FAM162B,FAM2A,FAM43B,FAM46A,FAR2,FARP1,FBN1,FCGRT,FCHSD1,FERMT2,FES,FGD5,FHL5,FILIP1L,FKBP1A,FKBP1A-SDCBP2,FKBP5,FLNA,FMNL3,FMO1,FN1,FNDC3B,FOS,FOSB,FOXC1,FOXD1,FOXF2,FOXL1,FOXQ1,FOXS1,FRMD4B,FRMD6,FRMD6-AS1,FRMD8,FRZB,FSTL1,FZD1,GAB1,GABRE,GADD45B,GALNT18,GAS6,GATSL3,GBGT1,GDF15,GEM,GGT1,GGT5,GGTLC2,GIMAP2,GIPC3,GJA4,GJA5,GJC1,GLA,GLRX,GLS,GLT8D2,GMFG,GNG11,GNG12,GP1BB,GPC1,GPER1,GPNMB,GPR116,GPR124,GPR133,GPR21,GPR4,GPRC5C,GPX8,GRM3,GRN,GSN,GSTK1,GUCY1A2,GUCY1A3,GUCY1B3,GVINP1_p1,HAAO,HADHB,HBA1,HBA2,HBB,HBEGF,HBG1,HBG2,HCST,HES1,HES4,HEXIM1,HEY2,HEYL,HIC1,HIGD1B,HLA-A_loc2,HLA-DPB1_loc3,HLA-J_p1,HOPX,HRC,HSPA2,HSPB1,HSPB8,HTATIP2,HTR1A,HTR1F,HTRA3,ID3,IER2,IER3_loc1,IFI27L2,IFI35,IFI44,IFITM1,IFITM2,IFITM3,IGFBP4,IGFBP7,IL17RC,IL1R1,ILK,ING1,INS-IGF2,IQGAP1,IRF1,ISCA1,ISG15,ISYNA1,ITGA1,ITGA1,ITGA11,ITGA4,ITGA8,ITGAV,ITGB1,ITGB5,ITIH5,ITM2C,ITPKB,ITPRIP,ITPRIPL2,JAG1,JAK1,JUN,JUNB,KANK1,KANK2,KCNE3,KCNE4,KCNJ8,KCNK3,KCNMB1,KCNMB3,KCNS3,KCP,KIAA4,KIRREL,KLF1,KLF3,KLF6,KLF9,KLHL15,KMT2E-AS1,KRT17,KRT5,L1TD1,L3HYPDH,LAG3,LAMA2,LAMA4,LAMB1,LAMB2,LAMC1,LAMC3,LAPTM4A,LATS2,LAYN,LBH,LCP2,LDLRAP1,LEPR,LGALS1,LGALS3BP,LHFP,LIMA1,LIMS1,LINC1139,LINC1197,LINC152,LINC191,LINC199,LINC473,LINC597,LINC72,LINC998,LINGO1,LMNA,LMOD3,LOC113476,LOC1192694,LOC1192774,LOC149684,LOC156725,LOC157547_loc7,LOC44982,LOXL2,LPAR6,LPP,LPP-AS2,LRIG1,LRP1,LRRC17,LRRC32,LRRC55,LSMEM1,LTBR,LUM,LYPD3,LZTS1,M6PR,MAFF,MAGED2,MAGT1,MAML2,MAP1LC3A,MAP2K3,MAP3K5,MCAM,MEF2C,MEF2D,MFGE8,MFI2,MFRP,MGLL,MGP,MINOS1-NBL1,MIR143HG,MIR198,MIR22HG,MIR4435-1HG,MIR6723,MMP11,MMP25,MOCS1,MOGAT1,MOV1,MPZ,MRC2,MS4A8,MSN,MSRB3,MT1L_p1,MT2A,MTUS1,MUSTN1,MXRA5,MYADM,MYC,MYH9,MYL12A,MYL12B,MYL9,MYLK,MYO1B,MYO1C,MYOF,MYOM2,NAALADL1,NAB1,NAGA,NCF1C_p1,NCK2,NCOA7,NDUFA4L2,NFATC4,NFE2L2,NID1,NID2,NKX3-2,NODAL,NOSTRIN,NOTCH2,NOTCH3,NQO1,NR2F2,NR3C1,NR4A1,NR4A3,NRARP,NUDT4,OAZ2,OLFML1,OLFML2A,OLFML3,OPCML,OR2A1-AS1_loc2,OR2A9P_p2,OSMR,OSTF1,P2RY14,PABPC1,PABPC4L,PAG1,PALD1,PAMR1,PAPSS2,PARP14,PARVA,PCDH18,PCOLCE,PDE2A,PDE3A,PDE4C,PDE5A,PDE7B,PDE8A,PDE8B,PDGFRB,PDGFRL,PDLIM1,PDLIM2,PDZD2,PEAK1,PELO,PER1,PFN1,PGF,PHLDA1,PHLDB3,PID1,PIEZO1,PIEZO2,PIK3CD,PIK3CD-AS2,PIP5K1B,PKIG,PLA2G4C,PLA2R1,PLAC9,PLAT,PLAUR,PLCE1,PLCL1,PLEKHG2,PLEKHH2,PLOD1,PLS3,PLSCR1,PLSCR4,PLTP,PLVAP,PLXDC1,PMEPA1,PMP22,PNRC1,POLD4,POM121L1P_p1,POMP,PPARGC1B,PPFIBP1,PPIB,PPIC,PPP1R12A,PPP1R14A,PPP1R18_loc1,PRDX4,PRELP,PRKAR1A,PRKCB,PRKCD,PRKCDBP,PRKG1,PRMT8,PRR16,PRX,PSMB8_loc5,PTEN,PTENP1_p1,PTGDR2,PTGR1,PTGS2,PTH1R,PTN,PTPRG,PTPRK,PTPRM,PVRL2,PXDC1,PXDN,PXK,PYCARD-AS1,PZP,RAB13,RAPGEF3,RAPGEF4,RAPGEF5,RARG,RASGRP2,RASL12,RBMS1,RBMS2,RBMS3,RBMS3-AS3,RBPMS,RCAN1,RCSD1,REEP3,RERGL,RFTN1,RFXANK,RGL1,RGS16,RGS5,RHBDL2,RHOC,RHOJ,RNF135,RNF213,ROBO3,RPL13P5_p1,RPL19P12_p1,RRAD,RRAS,RSU1,RUNX1,RUNX3,S1A11,S1PR3,SASH1,SCAMP2,SCN4B,SCPEP1,SDCBP,SEMA5A,SEPT11,SEPT4,SEPT6,SEPT7,SEPT8,SERINC3,SERINC5,SERPINB6,SERPING1,SERPINH1,SERTAD1,SFTA1P_p1,SGCE,SH2B3,SH2D3C,SH3KBP1,SH3PXD2A,SHC1,SHISA3,SIDT1,SIK1,SLC12A2,SLC12A7,SLC16A12,SLC25A5,SLC2A14,SLC2A2,SLC2A3,SLC35A1,SLC38A11,SLC38A2,SLC4A1,SLC6A1,SLC6A12,SLC8A1,SLC9A1,SLC9A3R1,SLC9A3R2,SLCO1C1,SMAGP,SMTN,SNAI2,SNAP23,SNHG12,SNHG18,SNHG5,SNRK,SNX18,SOCS3,SORBS1,SPARC,SPARCL1,SPATS2L,SPECC1,SPON2,SPRED1,SPRY1,SPRY4,SPTBN1,SRPX,SSR3,ST3GAL5,ST5,STARD13,STARD8,STAT3,STAT4,STAT6,STEAP1B,STK1,STOM,STOML3,SUCLG2,SULT1E1,SVEP1,SVIL,SWAP7,SYCP2,SYNM,SYNPO,SYPL1,SYTL2,SYTL4,TACC1,TAGLN,TAGLN2,TAP2_loc5,TAPBP_loc1,TAPBPL,TBC1D2B,TBX15,TBX18,TBX2,TBXA2R,TCIRG1,TEAD4,TENC1,TES,TESC,TFPI,TGFB1,TGFB3,TGFBI,TGFBR2,THY1,TIMP1,TIMP2,TJP1,TLE1,TLN1,TMBIM1,TMC4,TMEM173,TMEM19,TMEM24,TMEM2B,TMEM55A,TMEM5A,TMEM74B,TMOD3,TNFAIP1,TNFAIP3,TNFAIP6,TNFRSF1A,TNFRSF21,TNN,TNS1,TNS3,TPM2,TPM4,TPTE2P6_p1,TRIM22,TRIM38,TRPC6,TRPV2,TSC22D3,TSC22D4,TSPAN12,TSPAN7,TTYH2,TUBB6,TULP2,TWIST1,TWISTNB,TXNIP,UACA,UBA7,UBASH3B,UCKL1-AS1,UGP2,UNC5B,VAMP3,VAMP5,VAMP8,VCL,VSIG2,VSTM4,WASF2,WDFY4,WDR1,WIPI1,WISP1,WWTR1,YBX3,ZAK,ZAP7,ZBTB2,ZBTB38,ZBTB46,ZC3HAV1,ZEB1,ZFP36,ZFP36L1,ZIC1,ZIC2,ZIC4,ZMYM6NB,ZNF53,ZNF716,ZNF73,ZYX STANDARD_NAME Manno_Midbrain_Neurotypes_hMgl ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS A2M,ABCG1,ABI3,ACSF2,ACSL5,ACY3,AD26,ADAM28,ADAMTSL4-AS1,ADAP2,ADAT2,ADCK2,ADCY7,ADORA3,ADPGK,AFF1,AGR2,AIF1_loc2,ALOX5,ALOX5AP,ANKRD44,ANXA11,ANXA4,ANXA5,AP1B1,APBB1IP,APOBEC3C,APOBEC3D,APOBR,APOC1,APOC2,APOE,ARHGAP25,ARHGAP26,ARHGAP27_loc1,ARHGAP4,ARHGDIB,ARHGEF6,ARPC1B,ARRB2,ARRDC2,ASAH1,ATF3,ATHL1,ATP8B4,AXL,B2M,B3GNT5,B4GALT1,BAG3,BCAP29,BCL2A1,BCL3,BDNF,BHLHE41,BIN1,BIN2,BIRC3,BLNK,BLVRB,BMP2K,BRI3,BTK,C12orf75,C17orf67,C1orf128,C1orf54,C1QA,C1QB,C1QC,C2_loc1,C3,C3AR1,CAPG,CAPZB,CARD11,CARD9,CASP1,CASP4,CASP9,CCDC17,CCDC175,CCL2,CCL3,CCL3L3_loc1,CCL4,CCL4L2_loc1,CCL4L2_loc2,CCR1,CCRL2,CD14,CD163,CD274,CD36,CD37,CD3A,CD4,CD4,CD44,CD48,CD53,CD5L,CD68,CD69,CD74,CD83,CD84,CD86,CDH17,CDKN1A,CEBPA,CEBPD,CHCHD1,CLEC7A,CLIC1_loc1,CMKLR1,CNPY3,COLGALT1,CORO1B,CPED1,CPVL,CREG1,CREM,CRYBB1,CSF1,CSF1R,CSF2RA_loc2,CSF3R,CSRNP1,CTDSP1,CTSB,CTSC,CTSD,CTSH,CTSL,CTSS,CX3CR1,CXCL2,CXCL8,CXorf21,CYBA,CYBB,CYFIP1,CYTH4,CYTIP,DAB2,DDX26B,DDX6L,DENND3,DENND4A,DEPTOR,DERL3,DHRS3,DHRS9,DNAJA4,DNAJB1,DNAJB4,DOCK1,DOCK4,DOCK8,DOK2,DPF3,DPP7,DRAM1,DRAM2,DUSP1,DUSP2,EDEM1,EFHD2,EGR1,EGR2,EGR3,ELF1,ELL2,ELOVL1,ENTPD1,ERF,ERMAP,ETS2,EVI2A,EVI2B,EXOSC5,FABP3,FAM129A,FAM46A,FAR2,FCER1G,FCGR1A,FCGR1B,FCGR1C_p1,FCGR2A,FCGR3A,FCGRT,FERMT3,FGD2,FGL1,FGL2,FHL3,FKBP15,FKBP4,FKBP5,FLI1,FOLR2,FOSB,FOXN3,FOXO3,FPR1,FTL,FYB,GAB3,GADD45B,GAL3ST4,GAS6,GATM,GIMAP4,GIMAP5,GLIPR1,GLRX,GM2A,GMFG,GNB4,GNG7,GNGT2,GPNMB,GPR137B,GPR183,GPR34,GPR65,GPRIN3,GPX1,GRASP,GRN,GSN,GYPC,HAUS4,HAVCR2,HBA1,HBA2,HBG1,HBG2,HCLS1,HCST,HERPUD1,HHEX,HLA-B_loc1,HLA-C_loc5,HLA-DMB_loc2,HLA-DPB1_loc3,HMHA1,HMOX1,HPGDS,HPSE,HRH1,HS3ST1,HSD17B14,HSPA1A_loc3,HSPA1B_loc5,HSPA6,HSPA7,HSPB1,HSPD1,HSPH1,HTRA1,ICA1,ICAM1,IER2,IER3_loc1,IER5,IFI16,IFI3,IFNGR1,IGF1,IGFBP3,IGSF6,IKBKE,IKZF1,IL13RA1,IL16,IL17RA,IL18,IL1B,IL1RA,IL27RA,IL4R,IL6R,IL6ST,IL7R,INPP5D,INPPL1,IPCEF1,IRAK2,IRF1,IRF8,ITGAV,ITGB2,ITM2B,ITPR2,ITPRIPL2,ITSN2,JAK3,JUNB,KAL1,KBTBD8,KCNE3,KCNK13,KCNK3,KCNK6,KCTD12,KIAA133,KIAA1755,KIAA226L,KIF14,KLF2,KLF3,KRT14,KRT17,KRT5,LAIR1,LAPTM5,LAT2,LCP1,LEPREL1,LGMN,LHFPL2,LILRA2,LILRB4,LIMS1,LINC194,LIPA,LITAF,LOC1133331_loc3,LOC11929497,LOC1272216,LOC12724297,LOC14688_p1,LOC157412,LOC727896_p1,LPAR5,LPAR6,LPCAT2,LPL,LRRC8C,LRRK2,LST1_loc1,LTBR,LY86,LY96,LYN,LYST,MAF,MAFB,MAFF,MALT1,MANBA,MAP2K3,MAP3K5,MAP3K8,MARCH1,MBP,MCTP1,MEF2C,MERTK,METTL7A,MFNG,MFSD1,MFSD12,MGST2,MINOS1-NBL1,MIR221,MKNK1,MLKL,MMRN1,MNDA,MOB3C,MPEG1,MPP1,MRC1,MS4A4A,MS4A7,MYADM,MYLIP,MYO1F,NAA2,NAGA,NAIP,NAV3,NCF2,NCF4,NCKAP1L,NEAT1,NEK6,NEU1_loc4,NEU4,NFATC1,NFATC2,NFKBIA,NFKBIZ,NINJ1,NKX2-2,NLRP3,NPC1,NPC2,NPL,NR3C1,NR4A1,NR4A2,NRG2,NUP37,OAS1,OGFRL1,OLFML3,OLR1,OPRK1,OSTF1,OTUD1,P2RX4,P2RY12,P2RY13,PAG1,PALD1,PAQR8,PARP14,PARP9,PARVG,PCDH12,PCDH2,PCED1B-AS1,PDK4,PDPN,PIEZO1,PIK3CG,PIK3IP1,PLA2G15,PLAU,PLAUR,PLCB2,PLCG2,PLD4,PLEK,PLSCR1,PLVAP,PLXDC2,PMAIP1,PNRC1,POLD4,POU2F2,PPFIA4,PPIF,PPP1R15A,PPP3R1,PPT1,PRDM1,PRKCA,PROCR,PTAFR,PTGER4,PTGS2,PTK2B,PTPN18,PTPN6,PTPRC,PTPRE,PYCARD,PYGL,RAB13,RAB32,RAB3IL1,RAP2C,RASAL3,RASGEF1B,RASSF3,RASSF4,RBM47,RCSD1,REL,RGL1,RGS1,RGS1,RGS19,RHBDF2,RHOG,RILPL2,RIN2,RIPK3,RNASE6,RNASET2,RNF125,RNF213,RNVU1-19_loc1,RPS6KA4,RREB1,RUNX1,RUNX3,RYR2,S1A11,S1A4,S1Z,SAMHD1,SAMSN1,SASH3,SAT1,SCAMP2,SCARB1,SCARNA9,SCIN,SCPEP1,SELPLG,SEPT6,SERPINF1,SFMBT2,SGK1,SH2B3,SIGLEC1,SIGLEC14,SIRPA,SKAP2,SLA,SLC11A2,SLC15A3,SLC1A5,SLC25A19,SLC25A39,SLC37A2,SLC4A1,SLC4A4,SLC6A3,SLC7A11,SLC7A5P2_p1,SLC7A7,SLC9A9,SLCO2B1,SNHG12,SNORD114-1,SNX1,SNX18,SOD2,SORL1,SOX14,SPI1,SPINT2,SPP1,SQSTM1,SRGN,ST6GAL1,STAB1,STAT1,STAT5A,STAT6,STK1,STK17B,STOM,STX11,STXBP2,SUCLG2,SWAP7,SYK,SYNGR2,SYT6,TAGAP,TAL1,TBC1D12,TESC,TFEC,TGFBR2,TIAM1,TICAM1,TLN1,TLR1,TLR4,TLR7,TM6SF1,TMBIM1,TMC8,TMEM119,TMEM144,TMEM16A,TMEM173,TMEM19,TMEM63A,TNF_loc3,TNFAIP3,TNFRSF11B,TNFRSF1A,TNFRSF1B,TNFSF1,TNFSF9,TOR3A,TOR4A,TPP1,TPT1,TREM2,TRIM22,TRIM38,TRPV2,TXNIP,TYMP,TYROBP,UBA7,UBC,UCP2,ULBP1,USP36,VAMP8,VAV1,VSIG4,WASF2,WIPF1,WNT7B,XAF1,YPEL2,ZC3H12A,ZC3HAV1,ZFAND2A,ZFP36,ZFP36L1,ZFP36L2,ZMYM6NB,ZNF217,ZNF48,ZNF78B STANDARD_NAME Manno_Midbrain_Neurotypes_hOPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACSS1,ADAM22,ADAMTS3,ADAMTS6,ADCYAP1R1,AFAP1L2,AFF1,AGA,AIF1L,AK4,AKAP7,ANGPTL2,ANKRD2A3_loc3,ANKRD2A8P_p1,ANKRD44,ANKS1B,APOD,APOL6,ARC,ARHGAP11A,ARHGAP2,ARHGAP23,ARHGAP42,ARL8A,ASCL1,ASTN1,ATCAY,ATP13A2,ATP13A4,ATP1B,ATP1B2,ATP2B4,B4GALNT1,B4GALT6,BAALC,BAI1,BAMBI,BARD1,BCAN,BCHE,BIRC3,BIRC5,BIVM-ERCC5,BLOC1S1,BOC,BRINP1,BRINP2,BRINP3,BUB1B,C1orf21,C1orf61,C1QL1,C21orf58,C2orf27A,C2orf72,C2orf8,C8orf46,CA1,CACFD1,CACNA1G,CACNG2,CACNG7,CADM2,CADM4,CALCRL,CASK,CCDC175,CCDC39,CCND2,CDCA7L,CEND1,CEP83-AS1,CGREF1,CHKB-CPT1B,CHST11,CHTF8,CMYA5,CNTN1,COL2A1,COL9A1,COL9A3,CPEB1,CPNE2,CREB5,CRTAC1,CRYL1,CSGALNACT1,CSMD3,CSPG5,CTHRC1,CTNND2,CXorf23,DBI,DCLK2,DHX32,DNAAF3,DNAH7,DND1,DNER,DNM3,DOCK1,DPP6,DSEL,EDNRB,EFCAB14,EGFR,EGR1,EID2B,ELF1,ELFN2,EPN2,ERBB3,ERF,ETV1,ETV5,EVI2A,EYA2,FABP5,FABP7,FALEC,FAM155A,FAM181B,FAM182B,FAM19A2,FAM19A5,FAM89A,FGFBP3,FICD,FXYD6,FYN,GAB1,GABBR2,GAL3ST1,GAREML,GATM,GFOD1,GNAL,GNG4,GNG7,GPM6A,GPM6B,GPR17,GPR56,GRAMD1C,GRASP,GRB14,GRIA3,GRIA4,GRID1,GRID2,GRM5,GTSE1,HAGH,HBA1,HBA2,HBB,HBG1,HBG2,HEPACAM,HEPN1,HES5,HSH2D,IDH1,IFI27L2,IGF1,IGFBP2,INHBB,INTS1,ITGAV,ITGB5,ITGB8,ITM2C,ITPKB,ITPR2,JPH3,KANK1,KCND2,KCNE1L,KCNIP1,KCNJ1,KCNQ2,KIAA124,KIF13A,KIF14,KLRC2,KRT14,KRT17,LECT1,LGR5,LHFPL2,LHFPL3,LIMA1,LINC131,LINC461,LINC643,LINC925,LINGO1,LMF1_loc1,LMOD3,LOC1287792,LOC644172_p1,LPAR4,LPPR1,LPPR2,LRP1,LRRC4C,LRRK2,LRRTM3,LRRTM4,LUZP2,MAML2,MAP3K1,MCTP1,MDGA2,METRN,METTL7A,MIR4697HG,MMP16,MMP2,MOV1,MT2A,MT3,MTMR9LP_p1,MYT1,NCAM2,NCAPH,NDRG2,NEIL1,NEK6,NELL1,NETO1,NFIX,NKAIN4,NKX2-2,NLGN1,NLGN2,NLGN3,NLGN4Y,NPAS3,NRXN1,NTM,NTRK3,NXPH1,OLIG1,OLIG2,OMG,OPCML,OPHN1,OSBPL6,PBK,PCDH11X,PCDH15,PCDH17,PCDH2,PCDHA7,PCDHGB4,PDE1C,PDGFRA,PEA15,PHACTR3,PHGDH,PHLDA1,PHYHIPL,PID1,PIF1,PLAT,PLEKHH2,PLLP,PMP2,PMP22,PPAPDC1A,PPP2R2B,PPP2R3B_loc1,PRDM8,PREX1,PRKCA,PRKCQ-AS1,PSD,PTN,PTPRE,PTPRT,PTPRZ1,PXDC1,QKI,RAB31,RAB9A,RARG,RFTN2,RIMS1,RIT2,RNF144A,ROBO3,RTKN2,RUNDC3A,S1A16,S1B,SALL3,SAPCD2,SCAMP2,SCARB1,SCD5,SCG3,SCN1A,SCN3A,SCRG1,SCUBE2,SDC3,SEL1L3,SERINC5,SERPINE2,SEZ6,SEZ6L,SGOL1,SGOL2,SH3D19,SHC3,SIRT2,SKA3,SLC15A2,SLC16A14,SLC1A2,SLC22A17,SLC25A16,SLC35F1,SLC44A1,SLC6A1,SLC7A11,SLC7A5P2_p1,SLC9A3R1,SLC9A7,SLC9A9,SLITRK1,SLITRK2,SLITRK4,SMOC1,SNTG1,SORCS3,SOX1,SOX1,SOX2,SOX2-OT,SOX5,SOX6,SOX8,SOX9,SOX9-AS1,SPATA6,SPRED1,SPRY4,SRI,SSPO,STK1,STK32B,SWAP7,TAF1B,TAOK3,TF,THY1,TIMP4,TMOD1,TMOD2,TNK2,TNS1,TOP3A,TPPP,TRAF4,TRIM67,TRIM68,TSPAN12,TSPAN7,TTK,TTYH1,TYMS,UBL3,UHRF1,UNC8,WDR46_loc5,WFDC1,WNT7B,WSCD1,XYLT1,ZCCHC24,ZFP36L1,ZGRF1,ZMAT3,ZMYM6NB STANDARD_NAME Manno_Midbrain_Neurotypes_hRgl2c ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ABHD17A,ACBD7,ACSL6,ACSS1,ADAMTS3,ADAMTS6,ADCYAP1R1,AFF1,ALDH9A1,ANKRD2A3_loc3,ANKRD2A8P_p1,ANXA5,APBA1,AQP4,ARAP2,ARC,ARHGAP42,ARHGEF4,ARHGEF6,ATP13A4,ATP1B,ATP1B2,ATP2B2,BAI1,BAI3,BCAN,BIRC5,C11orf88,C1orf21,C1orf61,C21orf58,C21orf62,C22orf15,C2orf72,C2orf8,C6orf118,C8orf46,C9orf24,CA12,CCDC39,CCDC8,CD44,CD82,CD99_loc1,CDCA5,CDH13,CENPF,CENPK,CENPN,CFAP44,CHKA,CHST3,CHST6,COL27A1,COL2A1,COL9A3,CPNE5,CREB5,CRTAP,CSGALNACT1,CSMD1,CSMD2,CSMD3,CSPG5,CST3,CTNNA3,CTNND2,CYP26B1,DBI,DCLK1,DCLK2,DHFR,DHX32,DNAAF3,DNAH6,DNAH7,DNER,DOCK1,DPF3,DPP6,DPP7,DTNA,EDNRB,EEPD1,EFHD2,EGFR,EGLN3,EGR1,ELN,EPHA3,ERBB3,ERF,ETV1,ETV4,ETV5,F3,FABP5,FABP7,FAM17A,FAM181B,FAM212B,FAM81A,FAM84B,FAM89A,FANCB,FANCI,FBLN2,FGFBP3,FGFR3,FOXL2,FOXM1,FRMD6-AS1,FUT9,GABBR2,GATM,GDPD2,GINS1,GLTP,GMPR,GNG12,GNG7,GPM6A,GPM6B,GPR56,GRAMD1C,GRIA1,GRID2,GRIP2,GRM3,GRM5,HAPLN3,HAS2,HBA1,HBA2,HBG1,HBG2,HEPACAM,HEPN1,HES1,HES5,HRH1,HTRA1,IER3IP1,IFI44L,IGFBP2,ILDR2,IQCA1,IRX1,ITGAV,ITGB5,ITGB8,ITPKB,ITPR2,JPH3,KAL1,KANK1,KAT2B,KCND2,KCNE1L,KCNIP1,KCNJ1,KCNQ2,KIAA11,KIAA1161,KIAA1377,KLRC2,KRT17,LAMA1,LAMB2,LFNG,LHFPL3,LIFR,LIMA1,LINC112,LINC1158,LINC131,LINC461,LINC645,LITAF,LIX1,LMCD1,LMF1_loc1,LRFN5,LRIG1,LRP1,LRP1B,LRRC17,LRRC1B,LRRC4B,LUZP2,LYPD1,MAP3K1,MAPK14,MCM5,MDGA2,METRN,METTL7A,MGST1,MIR4697HG,MLC1,MNS1,MORN5,MPC1,MRC2,MT1X,MT2A,MT3,MTMR9LP_p1,MYBL2,MYLK,NAV1,NCAN,NCDN,NDP,NDRG2,NEK11,NEK6,NES,NFATC2,NFIA,NFIX,NKAIN4,NKX2-2,NLGN4Y,NOL7,NOTCH1,NPNT,NRXN1,NSRP1,NUSAP1,OLIG2,OMG,OPCML,OPRM1,OSBPL6,PACRG,PBK,PCDH17,PCDH7,PCDHGC4,PDE1C,PDE7B,PDLIM3,PDPN,PEA15,PHGDH,PI15,PIEZO2,PIK3CB,PKMYT1,PLAT,PLEKHH2,PLLP,PLTP,PMP2,PMP22,PNOC,PON2,PPAP2B,PREX1,PRKCA,PSAT1,PTCH1,PTN,PTPRE,PTPRT,PTPRZ1,QKI,RAB13,RAB31,RAB9A,RACGAP1,RASSF2,RAVER1,RELN,RFC3,RHOJ,RIT2,RPE65,RPL19P12_p1,S1A16,S1B,SCAMP2,SCD5,SCG3,SCHIP1,SCN1A,SCRG1,SCUBE2,SDC3,SEC14L2,SERPINE2,SGOL2,SH3D19,SHISA3,SKA3,SLC1A2,SLC1A3,SLC25A18,SLC4A4,SLC6A1,SLC6A9,SLC7A11,SLITRK2,SMOC1,SNORD27,SOX2,SOX2-OT,SOX8,SOX9,SOX9-AS1,SPAG17,SPARCL1,SPATA6,SPEF1,SPRED1,SPRY1,SPRY2,SPRY4,SWAP7,TAGLN2,TAOK3,TEKT1,TGFB2-OT1,THSD4,TIMP4,TMBIM1,TMEM232,TMEM255A,TNC,TNFRSF1A,TRIB2,TRIM67,TSC22D4,TTYH1,UHRF1,USP2-AS1,USP32P1_p1,VWA3A,WFDC1,WSCD1,ZMYND1,ZNF311_loc1,ZNF474,ZWINT STANDARD_NAME Manno_Midbrain_Neurotypes_hRgl2b ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AAMDC,ABAT,ACBD7,ACSL6,ACSS1,ADAMTS6,ADAMTSL4-AS1,ADCYAP1R1,AFF2,AHNAK,AIF1L,AK4,AKAP7,ALDH6A1,ANKRD2A3_loc3,ANKRD2A8P_p1,AQP4,ARAP2,ARHGEF26,ARHGEF4,ARHGEF6,ASCL1,ASIC3,ATP13A4,ATP1A2,ATP1B,ATP1B2,ATP2B2,ATP2B4,AURKB,BAI2,BAI3,BARD1,BCAN,BCAP29,BCL6,BIRC5,BOC,BRCA1,BTN3A3,BUB1B,C17orf67,C1orf61,C21orf58,C2orf72,C6orf118,C8orf34,C9orf24,CA12,CABIN1,CCDC114,CCDC144A,CCDC146,CCDC17,CCDC173,CCDC8,CCND2-AS1,CD99_loc1,CDC25C,CDCA8,CDH13,CDK1,CDR1,CENPE,CENPN,CFAP44,CHD5,CHST3,CITED1,CMTM4,CMTM5,COL11A1,COL27A1,COL4A5,COLQ,CPNE2,CRB2,CREB5,CRYAB,CSGALNACT1,CSMD2,CSMD3,CSPG5,CSPP1,CST3,CTDSP1,CTNND2,CXorf23,CYP26B1,CYP4F24P_p1,CYR61,DBI,DBX2,DCLK2,DDAH1,DDR1_loc1,DEPDC1,DNAAF1,DNAH6,DNAH7,DNAJB1,DPF3,DPP6,DSC3,DSEL,DTX4,EDNRB,EEPD1,EFHC2,EFHD2,EGFR,EGR1,EGR2,ELN,ELOVL2,ENHO,ENPP2,EPB41L4B,EPHA3,ERF,ERVK13-1,ESCO2,ETV1,F3,FABP5,FAM167A-AS1,FAM17A,FAM181B,FAM212B,FAM65B,FAM84B,FANCI,FASN,FAT1,FAT3,FGF1,FGFBP3,FGFR3,FHL1,FLJ16779,FOS,FOXJ1,FRMD6-AS1,FZD2,GAB1,GABBR2,GABRG1,GAREML,GATM,GBX2,GDPD2,GFAP,GINS1,GJA1,GLIS3,GNG12,GNG7,GOLGA8A,GPC1,GPC4,GPM6B,GPR137B,GPR56,GPX8,GRIA1,GRID2,GRM3,H2AFX,HAS2,HBA1,HBA2,HBB,HBG1,HBG2,HDAC4,HEATR5A,HEPACAM,HEPN1,HES1,HES5,HEY2,HLA-J_p1,HRSP12,HS6ST2,HSDL2,HSPA1B_loc5,HSPA6,HSPA7,HSPB1,HYDIN,ID4,IFI27L2,IFI44,IFI44L,IFI6,IGFBP2,ILDR2,INHBB,INPPL1,IQCA1,IQGAP2,IRX1,IRX2,IRX4,ITGA6,ITGB5,ITGB8,ITPKB,ITPR2,JAM2,JUN,KAL1,KANK1,KCNE1L,KCNJ1,KCNN3,KCNQ2,KIAA1161,KIAA1377,KIF11,KIF14,KIF15,KIF1A,KIF23,KIF2C,KIRREL3,KLF15,KLF9,KRT14,KRT17,KRT5,LAMA5,LECT1,LFNG,LIFR,LIMCH1,LINC1,LINC112,LINC1158,LINC131,LINC312,LINC461,LINC925,LINC998,LIPG,LITAF,LIX1,LMF1_loc1,LOC1128494,LOC113391,LOC15676_loc1,LOC157412,LRIG1,LRP1,LRP2,LRRC17,LRRC37A3,LRRC4,LRRC4C,LRRN1,LTBP1,LUZP2,LYPD1,MAML2,MASP1,MCC,MEGF1,METRN,METTL7A,MFGE8,MGST1,MIR1HG,MIR4697HG,MKI67,MLC1,MMD2,MNS1,MOV1,MPC1,MPZ,MRC2,MT1F,MT3,MTSS1L,MTTP,MYBL2,NACC2,NADK2,NBPF11_loc1,NBPF2,NCAN,NCAPG,NCKAP5,NDC8,NDNF,NDP,NDRG2,NES,NFATC2,NFIA,NFIB,NFIX,NKAIN4,NKX2-2,NLGN4X,NOTCH1,NOTCH2,NPAS3,NPTXR,NRARP,NSMF,NTRK2,NTRK3,NUF2,NUSAP1,OBSL1,OMG,OPHN1,OSBPL6,PARD3B,PAX3,PAX7,PBK,PBXIP1,PCDH1,PDE1C,PDE4C,PDLIM3,PDLIM5,PDPN,PEA15,PEAK1,PHGDH,PHYHIPL,PIAS2,PIF1,PIFO,PLCD3,PLIN3,PLP1,PMP2,PMP22,PON2,POU3F2,POU6F1,PPAP2B,PRDM13,PREX1,PRKD3,PTCH1,PTF1A,PTN,PTPRZ1,PXDC1,QDPR,QKI,RABL6,RACGAP1,RANBP3L,RASSF2,RBMS2,REST,RFTN2,RFX4,RGMA,RNA45S5,ROBO3,RPL19P12_p1,RSPH4A,RTKN2,S1A13,S1A16,SALL1,SALL3,SCD,SCD5,SCN1A,SCUBE2,SDC3,SEL1L3,SEMA6A,SENP3,SEPP1,SERINC5,SERPINE2,SERPINH1,SESN3,SEZ6L,SFRP2,SGOL1,SGOL2,SHISA3,SLC1A2,SLC1A3,SLC25A18,SLC39A12,SLC4A4,SLC6A9,SLC7A11,SLFN13,SLITRK2,SMOC1,SNCAIP,SOX1,SOX2,SOX2-OT,SOX21,SOX5,SOX8,SOX9,SPAG1,SPAG17,SPARCL1,SPATA6,SPECC1,SPRED1,SPRY2,SRGAP3,SRI,ST5,STK33,STON2,TACC3,TAF1C,TAOK3,TAPBP_loc1,TCERG1L,TCF4,TCF7L2,TF,TGFB2-OT1,TGIF2,TIMP3,TIMP4,TNC,TNFRSF11B,TNK2,TNRC18,TNS1,TPX2,TRIL,TRIM59,TSC22D4,TSPAN18,TSPAN7,TTYH1,UBD_loc1,UBL3,UNC8,VCAM1,VEPH1,VIM,VSTM4,VWA3A,WASH2P_p1,WDR93,WFDC1,WFS1,WLS,WNT7A,WNT7B,WSCD1,WWC1,XRCC3,XYLT1,YAP1,YBX3,ZBTB2,ZFAND2A,ZFP36L1,ZFP36L2,ZMAT1,ZNF682,ZNF83 STANDARD_NAME Manno_Midbrain_Neurotypes_hRgl2a ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AASS,ABAT,ABCA5,ABHD2,ACSS1,ACTRT3,ADAM33,ADAMTSL4-AS1,ADCYAP1R1,ADIRF,AFF2,AHNAK,AIF1L,AK4,AKAP6,ALDH6A1,ALDH9A1,ALDOC,ANKRD2A3_loc3,ANKRD2A8P_p1,ANTXR1,ANXA5,ANXA6,APC,AQP4,ARAP2,ARHGEF1,ARHGEF26,ARHGEF4,ARHGEF6,ARMC3,ARVCF,ASTN1,ATP13A4,ATP1A2,ATP1B2,ATP2B2,ATP2B4,ATXN1,B3GAT1,B3GNT1,BAI2,BAI3,BCAN,BCAP29,BCHE,BDH2,BMP7,BOC,C11orf88,C12orf75,C12orf76,C14orf15,C1orf15,C1orf158,C1orf21,C1orf61,C2orf72,C3orf7,C4orf22,C5orf49,C5orf56,C6orf118,C8orf34,C8orf4,C8orf48,C9orf171,C9orf24,CA12,CACNB2,CADM4,CAP2,CAST,CCDC114,CCDC146,CCDC17,CCDC173,CCDC175,CCDC39,CCDC42B,CCL2,CCND2-AS1,CD44,CD81,CD99_loc1,CDC42EP4,CDH13,CDHR1,CDR1,CELSR1,CETN2,CFAP126,CFAP44,CFAP45,CFAP52,CHST3,CHST6,CHST9,CLCN3,CLU,CMTM5,CNN2,COL11A1,COL27A1,COL4A5,COLQ,COMT,CPNE2,CPNE5,CPXM2,CRB1,CRB2,CREB5,CRISPLD1,CRYAB,CRYM,CSGALNACT1,CSMD3,CSPG5,CST3,CTGF,CTNND2,CXCL2,CXCR4,CXorf22,CXorf3,CYP26B1,CYR61,DAG1,DBX2,DCDC1,DCLK1,DCLK2,DDAH1,DDR1_loc1,DDR1_loc2,DHCR7,DHX32,DIO3,DKK3,DLEC1,DNAAF1,DNAAF3,DNAH6,DNAH7,DNAI2,DNAJB1,DNAJB13,DNAJB4,DNALI1,DOK5,DPP6,DTNA,DTX4,DYX1C1-CCPG1,EDNRB,EEPD1,EFCAB1,EFCAB1,EFEMP1,EFEMP2,EFHC2,EGFR,EGR1,EGR2,ELN,ELOVL2,EMP1,ENHO,ENKUR,ENPP2,EPB41L4B,EPHA3,EPHB1,ERF,ERMARD,EVI5,EZR,F3,FABP5,FABP7,FADS2,FAM167A-AS1,FAM17A,FAM181B,FAM183A,FAM198B,FAM19A5,FAM216B,FAM3C,FAM65B,FAM66D,FAM84B,FAM92B,FAT1,FAT3,FGF1,FGFBP3,FGFR3,FHL1,FLJ2685,FLNC,FLRT3,FNDC3B,FOLH1B,FOS,FOSB,FOXJ1,FRMPD2,FSTL5,FUT9,FZD2,GABBR2,GALC,GAREML,GATM,GCA,GDPD2,GFAP,GJA1,GLIS3,GLUD1,GNG12,GNG7,GOLM1,GPC1,GPC4,GPM6A,GPM6B,GPR137B,GPR155,GPR56,GPRC5B,GRIA1,GRID2,GRM3,GS2,GULP1,HAPLN3,HAS2,HBA1,HBA2,HBG1,HBG2,HCG22_loc6,HDAC4,HEATR5A,HEPACAM,HEPN1,HES1,HES4,HES5,HIST1H1C,HIST1H2AC,HIST1H2BK,HIST2H2AA3_loc1,HMGCS1,HRSP12,HSD17B7P2_p1,HSDL2,HSPA1A_loc3,HSPA1B_loc5,HSPA6,HSPA7,HSPB1,HSPB8,HTRA1,HYDIN,ICA1L,ID4,IER2,IFI27L2,IFI44L,IGDCC3,IGFBP2,IGSF5,IL5RA,ILDR2,INHBB,INPPL1,INSIG1,INTU,IQCA1,IQCG,IQGAP2,IRX1,IRX2,IRX4,ITGAV,ITGB5,ITGB8,ITM2C,ITPR2,JAG1,JUN,KAL1,KAT2B,KBTBD11,KCNE1L,KCNIP1,KCNJ1,KCNK1,KCNMB1,KCNN3,KCNQ2,KCTD12,KCTD21,KIAA1161,KIAA1377,KIAA147,KIF1A,KIF9,KIRREL3,KLF15,KLHDC8A,KLHL25,KLHL32,KRT14,KRT17,KRT5,LAMA4,LAMB2,LDLRAD4,LECT1,LEPREL4,LFNG,LGALS3BP,LIFR,LIMCH1,LINC112,LINC1158,LINC131,LINC155,LINC43,LINC461,LINC73,LINC925,LINC998,LIPA,LIPG,LITAF,LIX1,LIX1L,LLGL1,LMCD1,LOC1572,LPAR4,LPCAT1,LPIN2,LRIG1,LRP1,LRP2,LRRC17,LRRC4C,LRRIQ1,LRRK2,LRRN2,LRRN3,LTA4H,LTBP1,LYPD1,LYRM5,LZTFL1,MAGT1,MAMDC2,MAML2,MASP1,MCC,MCL1,MCTP1,MEGF1,METRN,METTL7A,MFAP4,MFGE8,MFRP,MGST1,MIR1HG,MIR99AHG,MKX,MLC1,MLF1,MMD2,MNS1,MOK,MORN2,MORN5,MOV1,MPC1,MPDZ,MPP5,MRC2,MSMO1,MT3,MTTP,MXRA8,NACC2,NADK2,NBEA,NCAM2,NCAN,NCKAP5,NDNF,NDP,NDRG2,NEK11,NEK6,NELL2,NFIA,NFIB,NFIX,NKAIN4,NLGN1,NLGN3,NLGN4X,NLGN4Y,NME5,NOTCH1,NOTCH2,NPAS3,NPC2,NRARP,NRK,NRXN1,NSMF,NTRK2,NTRK3,OAT,OBSL1,OPHN1,OSBPL6,P4HA1,PACRG,PAG1,PALLD,PARD3B,PBXIP1,PCDH1,PCDH7,PCDHGB4,PCSK6,PDE1A,PDE1C,PDLIM3,PDLIM5,PDPN,PDZRN3,PEA15,PER1,PHGDH,PHLPP1,PHYHIPL,PI15,PI16,PIFO,PLCD3,PLIN3,PLP1,PLTP,PLXNB1,PMP2,PMP22,PON2,PPAP2B,PPIL6,PPP2R2B,PPT1,PRCP,PRDM8,PREX1,PRKAA2,PRKCA,PSAP,PSAT1,PTCH1,PTK2B,PTPRZ1,PXDC1,QKI,RAB6B,RAB9A,RANBP3L,RASSF2,RASSF4,REST,RFTN2,RFX4,RGL2_loc5,RGMA,RGS2,ROBO3,ROPN1L,RPGR,RPL19P12_p1,RPS27L,RRAGD,RSPH1,RSPH4A,S1A13,S1A16,S1PR1,SALL1,SALL2,SCAMP2,SCD,SCG3,SCHIP1,SCN1A,SCN4B,SCRG1,SEC11C,SEL1L3,SEMA5B,SEMA6A,SEPP1,SERPINE2,SERPINH1,SESN3,SEZ6L,SFRP1,SFRP2,SFRP4,SH3PXD2B,SHISA3,SLC11A2,SLC13A5,SLC15A2,SLC16A9,SLC1A2,SLC1A3,SLC1A4,SLC25A18,SLC39A12,SLC4A4,SLC6A9,SLC7A11,SLC9A3R1,SLIT1,SLITRK2,SMOC1,SNCAIP,SNORA12,SNORA77,SNX31,SORBS1,SORCS2,SOX1,SOX2,SOX2-OT,SOX21,SOX6,SOX8,SOX9,SPAG1,SPAG16,SPAG17,SPARCL1,SPATA6,SPECC1,SPEF1,SPRED1,SPRY1,SPRY2,SRGAP3,ST5,STK33,STOM,STON2,SYPL1,TAGLN2,TAPBP_loc1,TC2N,TCF4,TCTEX1D1,TEKT1,TF,TGFB2-OT1,TGIF2,THSD4,TIMP3,TIMP4,TLE2,TMED5,TMEM161B-AS1,TMEM18,TMEM221,TMEM231,TMEM232,TMEM47,TMEM98,TMEM9B,TNC,TNFRSF11B,TOM1L2,TP53TG1,TPPP,TRAM2,TRIL,TSC22D4,TSPAN18,TSPAN6,TSPAN7,TTC29,TTYH1,TTYH3,TUBB2B,UBD_loc1,UBL3,UBXN1,VCAM1,VEPH1,VIM,VSTM2L,VWA3A,WDR38,WDR78,WEE2-AS1,WIPF2,WLS,WNT7A,WSCD1,WWC1,XYLT1,YBX3,ZBBX,ZFP36L1,ZFP36L2,ZMAT1,ZMYND1,ZNF192P1_p1,ZNF474,ZNF497 STANDARD_NAME Manno_Midbrain_Neurotypes_hRgl3 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ABCA8,ACSS1,ACVR1,ADAM9,ADAMTSL4-AS1,ADCY2,ADCYAP1R1,AFF2,AGA,AGBL2,AGT,AHNAK,ALCAM,ALDH6A1,ALDH9A1,ANKRD2A3_loc3,ANKRD9,ANTXR1,ANXA1,ANXA2,ANXA2P1_p1,ANXA2P2_p1,ANXA2P3_p1,ANXA5,ANXA6,APLP2,APPL2,AQP4,ARAP2,ARHGAP24,ARHGAP5,ARHGEF26,ARHGEF26-AS1,ARHGEF28,ARL6IP5,ARMC3,ARX,ATF3,ATP1A2,ATP1B2,ATP2B2,ATXN1,B3GNT1,B4GALT6,BAI2,BCAN,BCHE,BCO2,BMP1,BNC2,BOC,BZRAP1,C11orf88,C12orf75,C12orf76,C1orf15,C1orf158,C1orf194,C1orf226,C21orf62,C2orf4,C2orf72,C2orf8,C3orf58,C4orf22,C5orf49,C6orf118,C6orf89,C8orf34,C8orf4,C9orf171,C9orf24,CACNG4,CADM3,CALU,CAST,CATIP,CCDC114,CCDC146,CCDC17,CCDC173,CCDC39,CCDC8,CD19,CD36,CD44,CD47,CD99_loc1,CDH13,CDH4,CDK2AP1,CDO1,CDR1,CELSR1,CERKL,CETN2,CFAP126,CFAP44,CFAP45,CFAP52,CFC1,CHPF,CHST3,CHST6,CLU,CMTM4,CMTM8,CNPY4,CNTN4,COBL,COL18A1,COL27A1,COL4A5,COL6A1,COL8A1,COLEC12,CORIN,CPEB2,CPNE8,CPQ,CPXM2,CRB1,CRB2,CREB5,CRIM1,CRIP1,CRISPLD1,CRYAB,CRYZ,CSGALNACT1,CSPG5,CTGF,CTNNA3,CXorf22,CYR61,DAG1,DAPK1,DCDC1,DCDC2,DCLK1,DCN,DDAH1,DDR1_loc1,DHRS3,DIRAS2,DKK3,DLG5-AS1,DLGAP1-AS1,DNAAF3,DNAH6,DNAH7,DNAJB13,DNAJB4,DNALI1,DPP1,DPP6,DPP7,DSC2,DSC3,DSG2,DST,DTHD1,DTNA,DTX4,DYX1C1-CCPG1,ECHDC2,EDNRB,EEPD1,EFCAB1,EFCAB1,EFCAB14,EFCC1,EFEMP1,EFEMP2,EFHC2,EFNB3,EGLN3,EGR1,EID2B,ENKUR,ENPP2,EPB41L3,EPHA1-AS1,EPHA3,ERF,EVA1C,EVI5,EZR,F5,FADS2,FAH,FAM183A,FAM198B,FAM214A,FAT1,FAT3,FBLN5,FBXL7,FGF1,FGFR3,FIBIN,FJX1,FLJ16779,FLJ2685,FLNC,FLRT3,FMNL2,FNDC3B,FOS,FOXA1,FOXJ1,FOXP2,FREM2,FSTL1,FZD1,FZD3,GALC,GALNT15,GALNT3,GAREML,GATM,GCA,GDPD2,GJA1,GLB1,GLIS3,GNA12,GNG12,GPC4,GPM6B,GPR155,GPR98,GPRC5C,GRIA1,GRIN2A,HAPLN1,HAS2,HBA1,HBA2,HBG1,HBG2,HCG22_loc6,HDAC4,HEATR5A,HEPACAM,HEPN1,HES1,HES4,HES5,HEY1,HIST1H2AC,HIST2H2AA3_loc1,HK2,HNRNPCL3,HRSP12,HS3ST1,HS3ST4,HSDL2,HSPB1,HTRA1,HYDIN,ID3,ID4,IFI27L2,IFI35,IFT57,IFT88,IGFBP2,IGFBP5,IGFBP7-AS1,IL33,INHBB,IQCA1,IQCG,IQGAP2,IRS1,ITGA6,ITGB5,ITGB8,ITIH5,ITM2C,ITPKB,ITSN1,JAM2,JUN,KCNAB1,KCNE1L,KCNG1,KCNIP1,KCNK2,KCNMA1,KCNMB1,KCNMB4,KCNN3,KCTD12,KGFLP1_p1,KIAA1377,KIAA147,KIAA319,KIF5C,KIF9,KIFC2,KIRREL3,KLF15,KLF9,KLHDC8B,KLHL32,LAMB2,LAMP1,LANCL2,LCA5,LDLRAD4,LECT1,LEPREL4,LGALS3BP,LGI3,LIFR,LIMCH1,LINC312,LINC88,LINC998,LIPA,LIPG,LITAF,LIX1,LIX1L,LMBRD1,LMCD1,LOC1192721,LOC156725,LOC728392,LPAR4,LPL,LPPR1,LRIG1,LRP1,LRP1B,LRP2,LRP2BP,LRRC17,LRRIQ1,LRRK2,LRRN2,LRRN3,LYPLAL1,LYRM5,LZTFL1,MAGI2,MAGT1,MAL2_p1,MAMDC2,MAN2A2,MAOA,MAP3K5,MAP7,MBP,MEGF1,MEST,METRN,MFRP,MGST1,MIR198,MIR3652,MKX,MLC1,MLF1,MMRN1,MNS1,MORN2,MORN5,MOV1,MPDZ,MRC2,MRPL57,MT3,MTSS1L,MTTP,MUC19,MXRA8,NACC2,NADK2,NBPF2,NDFIP1,NDNF,NDRG4,NEBL,NEK11,NES,NKAIN4,NME5,NOTCH2,NPC2,NR3C1,NR4A3,NRBP2,NRCAM,NRP1,NSMF,NTN1,NTRK2,NXPH1,OBSL1,ODF3B,OSBPL6,P4HA1,PACRG,PAM,PAPLN,PARD3B,PBXIP1,PCDHGB4,PDE1C,PDE3A,PDE8B,PDGFC,PDLIM3,PDLIM5,PDPN,PEA15,PHGDH,PIFO,PLCXD3,PLD3,PLEKHA5,PLEKHH2,PLIN3,PLOD2,PLTP,PMM1,PMP22,PON2,PPAP2B,PPIL6,PPP1R14C,PPP1R32,PPP1R3C,PPT1,PRCP,PREX1,PRLHR,PROM1,PSAP,PSAT1,PTPMT1,PVRL3,PXDC1,PYCR2,PYGL,QKI,RAB9A,RAI14,RALGPS2,RANBP3L,RERG,RERGL,RFTN2,RFX4,RGMA,RGS6,RHBDD2,RHOJ,RMST,RNF13,ROPN1L,RPGR,RSPH1,RSPH4A,RSPH9,RSPO3,RWDD3,RXRG,S1A1,S1A6,SALL1,SALL2,SCD,SCGB1A1,SCN1A,SDC2,SERPINB6,SERTM1,SFRP2,SHISA6,SHROOM3,SIPA1L2,SIRT2,SLC15A2,SLC1A3,SLC38A1,SLC44A1,SLC4A4,SLC6A1,SLC6A9,SLC7A11,SLIT1,SLIT2,SMAD9,SNTG1,SORCS1,SORCS2,SOX2,SOX9,SOX9-AS1,SPAG1,SPAG16,SPAG17,SPAG6,SPARC,SPARCL1,SPEF1,SPOCK1,SPON1,SRGAP3,SSFA2,SSPO,ST5,STAT3,STAT6,STEAP3,STK33,STON1,STON1-GTF2A1L,SULF1,SULF2,SUSD5,TACR1,TAGLN2,TAPBP_loc1,TBC1D2B,TBC1D4,TCTEX1D1,TEKT1,TF,TFF3,TGFB1,THSD4,THSD7A,TIMP2,TIMP3,TIMP4,TMBIM6,TMC5,TMEM13,TMEM132C,TMEM16B,TMEM18,TMEM22,TMEM231,TMEM232,TMEM47,TMEM59L,TMEM63A,TMEM9B,TNFRSF11B,TNFRSF1A,TNIK,TOM1L2,TPP1,TPPP,TPPP3,TRABD2B,TRAM2,TRIL,TRIM9,TSC22D4,TSHZ2,TSTD1,TTC29,TTR,TTYH1,TXLNB,UBL3,UCP2,VAMP5,VCAM1,VEPH1,VIM,VSTM2L,VWA3A,WDR78,WFS1,WLS,WNT5A,WNT7A,WRB,WWC1,WWTR1,YAP1,YBX3,ZBBX,ZFP36L1,ZFP36L2,ZMAT4,ZMYND1,ZNF395,ZNF474,ZNF529-AS1,ZSCAN1 STANDARD_NAME Manno_Midbrain_Neurotypes_hRgl1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AASS,ACSS1,ADAMTS6,AFF1,AHNAK,ANKRD2A3_loc3,ANTXR1,APCDD1,AQP4,ARHGAP5,ARHGAP5-AS1,ARHGEF26,ARHGEF26-AS1,ARMC3,ARX,ASIC3,ATP2B2,ATXN1,B3GALTL,B3GNT5,BCAN,BCO2,BLVRB,BMP6,BMP7,BRCA1,C11orf88,C1orf226,C21orf62,C3orf58,C4orf22,C5orf49,C6orf118,C8orf34,C9orf171,C9orf24,CADM3,CAP2,CBLN4,CCDC146,CCDC151,CCDC17,CCDC173,CCDC181,CCDC39,CCND2-AS1,CD44,CD99_loc1,CDC25C,CDK6,CDO1,CDON,CELSR1,CEP7,CFAP126,CFAP44,CFAP45,CHN2,CHST3,CLU,COL18A1,COL21A1,COL23A1,COL4A5,CPNE2,CRB2,CREB5,CROT,CRYAB,CRYL1,CSPG5,CSPP1,CTDSP1,CTGF,CXCL2,CYR61,DACH1,DCDC1,DCN,DDAH1,DEPTOR,DMRTA2,DNAAF1,DNAH6,DNAH7,DNAJB4,DOK5,DSG2,DTX4,ECEL1,ECHDC2,EEPD1,EFCAB1,EFHC2,EFHD2,ELN,ELOVL1,ENKUR,EPHB4,ERBB4,ERF,ERMN,EVI5,FABP7,FAM183A,FAM198B,FAM216B,FAM83H-AS1,FAM84B,FAT1,FAT3,FGFR3,FJX1,FLNC,FLVCR2,FNDC1,FOXA1,FOXA2,FOXJ1,FOXM1,FOXP2,FREM2,FRMD3,FRMPD2,FRZB,FSTL5,FZD1,FZD6,GABPB2,GCA,GDPD2,GLIS3,GNG12,GPC4,GPM6B,GPR98,GPRC5C,GRIK1,GULP1,HBA1,HBA2,HBG1,HBG2,HEATR5A,HEPACAM,HES1,HES5,HEY1,HK2,HRSP12,HYDIN,ID3,ID4,IFI6,IGDCC3,IGDCC4,IGFBP2,IGFBP5,IGSF1,IL18,IL33,ILDR2,INHBB,INTU,IQCA1,IQCG,IRS1,ITGB8,ITPKB,JAM2,KCNG1,KCNN3,KIAA1377,KIAA1549L,KIAA1644,KLF15,KLHDC8A,KLHDC8B,KMT2E-AS1,LAMB2,LGI1,LHFP,LHX3,LINC461,LINC925,LIPG,LMCD1,LMX1A,LOC11927497,LOC156457,LRP2BP,LRP8,LRRC17,LRRC37A3,LRRIQ1,LRRN2,LRRTM3,LTBP1,LYPD1,MAML2,MED12L,MEGF1,MGST1,MIR1HG,MIR99AHG,MLF1,MNS1,MOK,MORN2,MORN5,MOV1,MPP5,MPPED2,MSI1,MSX1,NACC2,NCKAP5,NDNF,NEBL,NEK11,NES,NFATC2,NFIA,NFIB,NINJ1,NKAIN4,NKD1,NOTCH1,NOTCH2,NPNT,NPR3,NPTX2,NRBP2,NTS,NUAK2,NUDT4,NXPH1,OPHN1,OTX2,PARD3B,PBXIP1,PDE11A,PDE1A,PDE3A,PDGFC,PDLIM3,PDLIM5,PDPN,PEA15,PIFO,PIK3IP1,PLEKHA5,PLIN3,PLOD2,PLP1,PLSCR4,PLTP,PM2D2,PMP22,PON2,PPIL6,PREX1,PRTG,PSAT1,PSD3,PSMB8_loc5,PTK2B,PTPRO,PXDC1,QKI,RAB2,RAI14,RCN1,REST,RFTN2,RFX4,RGMA,RGS4,RHOJ,RMST,RNF182,ROPN1L,RPGR,RSPH1,RSPH9,RSPO2,RTKN2,S1PR1,SAMD13,SCD,SCN1A,SERTAD4,SERTM1,SHROOM3,SLC16A9,SLC19A2,SLC25A18,SLIT1,SLIT2,SNTG1,SOX2,SOX21,SOX5,SOX6,SOX9,SPAG1,SPAG17,SPAG6,SPEF1,SSFA2,ST5,STOM,STON1,STON2,SULF2,TACR1,TAGLN2,TAPBP_loc1,TBC1D32,TCF12,TCTEX1D1,TEKT1,TENM3,TENM4,TES,TF,TFF3,TGIF2,TMEM123,TMEM132C,TMEM2,TMEM218,TMEM231,TMEM47,TMPRSS5,TNFRSF11B,TP73-AS1,TPBG,TRABD2A,TRAM2,TRIM59,TRIM9,TSC22D4,TSHR,TSIX,TSPAN11,TSPAN18,TTC29,TTK,TTYH1,TWIST1,VEPH1,VIM,VIT,VSTM4,VWA3A,WEE1,WFS1,WLS,WNT1,WNT5A,WNT7B,WNT8B,WSCD1,XPO4,YAP1,YBX3,ZBBX,ZBTB2,ZC3H12C,ZFP36L1,ZFP36L2,ZGLP1,ZMYND1,ZNF474,ZNF682 STANDARD_NAME Manno_Midbrain_Neurotypes_hProgM ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ABCA8,ACTL6A,ACVR1,ADSS,AGO1,AJUBA,ALCAM,ANKRD32,ANXA5,APOA1,AQP4,ARAP2,ARHGAP24,ARHGAP5-AS1,ARHGEF26,ARHGEF28,ARL4A,ARMC3,ARSJ,ARX,AURKB,BDH2,BIRC5,BMP1,BMP4,BMP7,BRCA1,BUB1,BUB1B,C11orf88,C1orf226,C2orf7,C3orf58,C6orf118,C8orf4,CAP2,CCDC173,CCDC8,CCNB2,CCND1,CD47,CDC2,CDC25A,CDCA3,CDCA5,CDCA8,CDKN3,CDO1,CDON,CELSR1,CENPE,CENPF,CENPQ,CENPU,CENPW,CEP152,CERKL,CFAP126,CFAP44,CHEK1,CHN2,CHRDL1,CKAP2L,CKS1B,CLIC1_loc1,CMTM8,CNPY1,CNTN4,CNTN6,COL27A1,COL2A1,CORIN,CRB2,CRISPLD1,CRYZ,CTGF,CTGLF12P,CTHRC1,CYR61,CYTL1,CYYR1,DCC,DDC,DDIT4,DDR1_loc2,DEPDC1B,DMRTA2,DNAH7,DSC2,DSG2,EFCAB1,EFCC1,EFEMP2,EFNA5,EN2,ENO1,ENPP2,ERF,FAM13A,FAM183A,FAM198B,FAM92B,FANCI,FAT1,FAT3,FNDC1,FNDC3B,FOXA1,FOXA2,FOXJ1,FOXM1,FOXP2,FREM2,FRMD3,FZD1,FZD2,GBX2,GDPD2,GINS2,GNG5,GPD1L,GPR98,GRM8,GTF2F2,GTSE1,GULP1,HEATR5A,HES1,HILPDA,HIST1H2BH,HIST1H3B,HIST1H4K,HJURP,HK2,HMGA1,HMGA2,HMGB2,HMMR,HNRNPA1P33_p1,HYDIN,IFT88,IGDCC3,IGF2BP1,IGFBP2,IQGAP2,IRS1,ITGA6,ITGB3BP,ITGB8,JADE1,JAM2,JAM3,KCNG1,KCNMA1,KIAA11,KIF11,KIF15,KIF2A,KITLG,KLHDC8B,KLHL32,L3HYPDH,LGI1,LINC133,LINC261,LIPG,LMX1A,LMX1B,LOC11929173,LOC12724623,LOC731157,LRP2,MAD2L1,MAGOH,MAGT1,MAML2,MAP6,MCM1,MCM2,MCM3,MCM5,MDK,MELK,MEST,MID1,MIR3652,MIR99AHG,MLF1,MMP11,MMP2,MMRN1,MND1,MNS1,MOV1,MSI1,NCAPG,NCAPG2,NCAPH,NDC8,NEK11,NES,NOX4,NPY,NRCAM,NUF2,NUSAP1,NXPH1,OTX2,OTX2-AS1,P4HA1,PAM,PBK,PBXIP1,PDE11A,PDE3A,PDGFC,PDLIM5,PDZRN3,PHGDH,PIFO,PIN4P1_p1,PLCL1,PLEKHA5,PLK1,PLOD2,PLTP,PLXDC2,PON2,PPIL6,PPP1R3C,PRC1,PROM1,PTGR1,PTPRO,PTX3,PVRL3,RAB13,RAI14,RALGPS2,RBM24,RBMS1,RBP1,RCN1,RCOR2,RERG,RFC3,RFX4,RIPPLY3,RNASEH2A,RPA3,RPGR,RPL13AP5,RPL18,RPL23A,RPS14,RPS19,RSPH4A,RSPH9,RSPO3,SALL1,SALL4,SCN7A,SDC2,SDC4,SERPINF1,SERTM1,SFRP2,SH3RF1,SHROOM3,SKA3,SLC39A8,SLC7A11,SLIT2,SNAR-A1_loc2,SNAR-A2_loc2,SNAR-A8_loc1,SOX2,SP5,SPAG17,SPAG6,SPC25,SPG2,STARD1,STON1,SULF1,SYT2,TACC3,TBL1X,TCTEX1D1,TFF3,TMEM132C,TMEM2,TMEM2A,TMEM47,TMEM98,TMSB15A,TOP2A,TOX,TOX3,TPBG,TRABD2B,TRAM2,TRIM59,TROAP,TSPAN11,TTK,TTR,TWIST1,TXLNB,TYMS,UCP2,UHRF1,VIM,VSTM2L,WEE1,WNT1,WNT5A,YAP1,ZFP36L1,ZFP36L2,ZMAT4,ZNF497 STANDARD_NAME Manno_Midbrain_Neurotypes_hProgBP ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AAMDC,ACTL6A,AJUBA,ANLN,ANP32E,ANTXR1,APOA1BP,ARHGAP11A,ARHGEF26,ARL4A,ASB2,ASCL1,ASPM,ATAD2,AURKA,AURKB,BCAT1,BDH2,BIRC5,BOC,BRCA1,BRCA2,BUB1,BUB1B,C19orf48,C21orf58,CASC5,CCDC34,CCNA2,CCNB1,CCNB2,CCND1,CDC2,CDC25C,CDCA3,CDCA5,CDCA8,CDHR1,CDK1,CDK2,CDKN3,CELSR2,CENPE,CENPF,CENPK,CENPN,CENPQ,CENPU,CENPW,CHEK1,CKAP2,CKAP2L,CKS1B,CKS2,CLSPN,CNPY1,COL2A1,CPSF3,CRB2,CROT,CRYM,CRYZ,CTGF,CTNNAL1,CYR61,DBF4,DEPDC1,DEPDC1B,DHFR,DLGAP5,DMBX1,DMRTA2,DNAJC9,DSC2,DSG2,DSN1,DTX4,ECT2,EEF1D,ENOSF1,EPHB2,ESCO2,FAM64A,FAM6A,FAM72A,FAM83D,FANCB,FANCI,FAT3,FBLN2,FBXO5,FGFR3,FNDC3B,FOXA2,FOXM1,FZD1,FZD2,GBX2,GINS1,GINS2,GMNN,GNG5,GPSM2,GSTP1,GTSE1,GULP1,H2AFX,H2AFZ,HAT1,HELLS,HERC2P4,HES1,HES5,HIST1H2BH,HIST1H3B,HIST1H3C,HIST1H4I,HIST1H4K,HJURP,HK2,HMGA1,HMGA2,HMGB2,HMGN2,HMMR,HRSP12,IGDCC3,IGF2BP1,IGFBP2,ILDR2,IRX2,IRX3,ITGB3BP,ITGB8,JAM2,KCNQ2,KIAA11,KIAA1524,KIF11,KIF14,KIF15,KIF18A,KIF22,KIF23,KIF2A,KIF2B,KIF2C,KIF4A,KIRREL2,KNSTRN,LAMA1,LBR,LGR5,LHFP,LIMCH1,LINC1,LINC112,LINC1158,LINC998,LITAF,LMNB1,LMNB2,LOC12724623,LRP2,LRRN1,MAD2L1,MAT2B,MCM1,MCM5,MCM6,MCM7,MDK,MEGF1,MELK,MID1,MIR221,MIR454,MIR99AHG,MIS18BP1,MKI67,MND1,MSI1,MTTP,MXRA8,MYBL2,MYLK,NCAPD2,NCAPG,NCAPG2,NCAPH,NDC8,NEK2,NELL2,NES,NOTCH1,NPTX2,NRARP,NUF2,NUSAP1,OTX2,OTX2-AS1,PAICS,PAPPA,PARPBP,PBK,PCDH8,PCNA,PDE1A,PDPN,PDZRN3,PHGDH,PIEZO2,PIF1,PIN4P1_p1,PLIN3,PLK1,PLP1,PLSCR1,PMAIP1,POM121L1P_p1,POU3F1,POU3F2,PRC1,PRR11,PRTG,PTTG1,PTX3,RACGAP1,RAD51AP1,RCOR2,RFC3,RFC4,RFTN2,RFX4,RNASEH2A,RNF13,RPA3,RPL13AP5,RPL18,RPL1A,RPL23A,RPS14,RPS19,RRM2,RTKN2,SALL1,SALL4,SAPCD2,SCUBE1,SFRP1,SFRP2,SGOL1,SGOL2,SHISA2,SHISA3,SHROOM3,SKA3,SLC39A4,SLC6A8,SMC4,SNAR-A1_loc2,SNAR-A2_loc2,SNAR-A8_loc1,SNAR-B1_loc1,SNAR-B1_loc2,SNAR-C3,SNORD5A,SNRPF,SOX1,SOX2,SOX9,SP5,SPAG5,SPC25,SPDL1,STK17B,STON1,STON1-GTF2A1L,SYT2,TACC3,TDP1,TET1,TGIF2,TIMELESS,TK1,TMEM194B,TMEM2,TMEM97,TMPO,TMSB15A,TOP2A,TP53TG1,TPX2,TRIM59,TROAP,TSIX,TTK,TYMS,UBE2C,UBE2T,UHRF1,VEPH1,VIM,VIT,WEE1,WNT5A,WNT7A,XRCC3,YAP1,ZC3H12C,ZFP36L1,ZFP36L2,ZGRF1,ZNF395,ZNF519,ZNF733P_p1,ZNF738,ZNF878,ZWINT STANDARD_NAME Manno_Midbrain_Neurotypes_hProgFPL ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AASS,ACVR2B,ADAMTS6,AJUBA,AK4,AMY1A_loc3,ANKRD2A11P_p1,ANKRD32,ANLN,AP5M1,APOA1BP,ARHGEF26,ARL4A,ARX,ASPM,ATAD2,ATAD5,AURKA,AURKB,B3GNT5,BARD1,BDH2,BIRC5,BMP7,BRCA1,BRCA2,BUB1,BUB1B,C21orf58,C22orf15,C3orf58,CALML4,CAP2,CASC5,CCDC8,CCNA2,CCNB1,CCNB2,CCND1,CDC2,CDC25A,CDC25C,CDCA3,CDCA5,CDCA8,CDH2,CDK1,CDK2,CDK6,CDKN3,CELSR1,CENPE,CENPF,CENPN,CENPU,CENPV,CENPW,CEP152,CHAF1A,CHEK1,CHN2,CHRDL1,CKAP2,CKAP2L,CKS1B,CLIC1_loc1,CLSPN,CNN2,CNPY1,CNTN4,CNTN6,COL2A1,CRB2,CRYZ,CTGF,CTNNAL1,CYR61,CYYR1,DBF4,DDC,DEK,DEPDC1,DEPDC1B,DHFR,DLGAP5,DMRTA2,DOK1,DSC2,DSG2,ECT2,EEF1D,EFNA5,EFS,ELOVL2,EN2,ENKUR,EPHB2,ESCO2,EZH2,FAM17A,FAM198B,FAM64A,FAM6A,FAM72A,FAM83D,FAM84B,FANCB,FANCI,FBLN1,FBN1,FBXL7,FBXO5,FNDC3B,FOXA1,FOXA2,FOXM1,FREM1,FREM2,FRMD6-AS1,FZD1,FZD2,FZD3,GBX2,GINS1,GINS2,GMNN,GNG5,GPC4,GPRC5C,GPSM2,GPX8,GTSE1,GULP1,H2AFX,H2AFY2,HELLS,HES1,HIST1H2BH,HIST1H3B,HIST1H3C,HIST1H4F,HIST1H4J,HJURP,HK2,HMGA1,HMGA2,HMGB2,HMGN2,HMMR,HN1L,HNRNPA1P33_p1,IGDCC3,IGF2BP1,IGF2BP3,IGFBP2,ITGB3BP,JAM2,JAM3,KCNQ2,KIAA11,KIAA1147,KIF11,KIF14,KIF15,KIF18A,KIF22,KIF23,KIF2A,KIF2C,KIF4A,KLHDC8B,KNSTRN,LGI1,LINC131,LINC133,LINC261,LIPG,LMNB1,LMNB2,LMX1A,LMX1B,LOC12724623,LOC15684,LOXL4,LRP2,LSM4,LTBP1,MAD2L1,MASTL,MAT2B,MCM1,MCM2,MCM3,MCM6,MCM7,MDK,MELK,MEST,MID1,MIR99AHG,MIS18BP1,MKI67,MMRN1,MND1,MSI1,MT1X,MYBL2,MYO1,NCAPD2,NCAPG,NCAPH,NDC8,NEK2,NELL2,NES,NKD1,NPY,NRCAM,NUDT4,NUF2,NUSAP1,OTX2,OTX2-AS1,PARPBP,PBK,PDGFC,PDZRN3,PHGDH,PIF1,PIN4P1_p1,PIP5K1B,PLEKHA5,PLK1,PLOD2,PMAIP1,POU3F1,PRC1,PROM1,PRR11,PRTG,PSRC1,PTGR1,PTPRK,PTPRO,PTTG1,PTX3,PVRL3,RAD51AP1,RAI14,RANBP1,RBM24,RCN1,RCOR2,REST,RFC3,RFX4,RNASEH2A,RPA3,RPL13AP5,RPL23A,RPS14,RPS19,RRM2,RTKN2,SALL1,SALL4,SDC1,SDC2,SFRP2,SFXN2,SGOL1,SGOL2,SHROOM3,SIVA1,SKA3,SLC39A8,SLIT2,SMAD6,SMC2,SMC4,SNAR-A1_loc2,SNAR-A2_loc2,SNAR-A8_loc1,SNAR-B1_loc1,SNAR-B1_loc2,SNAR-C3,SNORA18,SNORD73A,SNRPB,SOX2,SOX21,SPAG5,SPC25,SPDL1,STK17B,STON1,SYT2,TACC3,TCF12,TCF3,TENM4,TET1,TFF3,TIMELESS,TK1,TMEM123,TMEM132C,TMEM2,TMEM47,TMPO,TMSB15A,TOP2A,TOX3,TPBG,TPX2,TRABD2B,TRIM59,TROAP,TSPAN11,TSPAN18,TSPAN19,TTK,TWIST1,TXLNB,TYMS,UBE2C,UBE2T,UHRF1,VEPH1,VIM,VIT,VRK1,VSTM2L,WEE1,WNT1,WNT5A,WNT7A,YAP1,ZEB2,ZFHX3,ZFP36L1,ZFP36L2,ZMAT4,ZNF53,ZWINT STANDARD_NAME Manno_Midbrain_Neurotypes_hProgFPM ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACTL6A,ADAMTS5,ADAMTS6,AJUBA,AK4,ALDH6A1,ANKRD2A9P_p1,ANKRD32,ANLN,ANP32E,ANTXR1,AP5M1,ARHGAP11A,ARHGEF26,ARL4A,ARX,ASPM,ATAD2,ATHL1,AURKA,AURKB,BIRC5,BMP4,BMP7,BRCA1,BRCA2,BUB1,BUB1B,C19orf48,C21orf58,C22orf15,C3orf58,C6orf118,CAP2,CASC5,CCDC34,CCDC8,CCNA2,CCNB1,CCNB2,CCND1,CDC2,CDC25A,CDC25B,CDC25C,CDCA3,CDCA5,CDCA8,CDK1,CDKN3,CEBPA,CENPE,CENPF,CENPK,CENPN,CENPQ,CENPU,CENPW,CEP152,CEP7,CHAF1A,CHEK1,CHN2,CHRDL1,CHST9,CKAP2,CKAP2L,CKS1B,CKS2,CLIC1_loc1,CLSPN,CNN2,CNPY1,CNTN6,COL2A1,CPSF3,CRB2,CRNKL1,CRYZ,CSRP2,CSTF3-AS1,CTNNAL1,CTNNBL1,CYR61,DANCR,DBF4,DCC,DDC,DEK,DEPDC1,DEPDC1B,DHFR,DLGAP5,DMRTA2,DSC2,DSG2,DSN1,ECT2,EEF1D,EFS,EN2,EPHB2,EPHB4,ERF,ESCO2,EXOSC8,FAM17A,FAM198B,FAM64A,FAM6A,FAM72A,FAM83D,FAM84B,FANCB,FANCI,FBLN1,FLRT2,FNDC1,FOXA1,FOXA2,FOXM1,FREM1,FREM2,FRMD6-AS1,GALNT7,GAS2,GBX2,GINS1,GINS2,GMNN,GNG5,GPRC5C,GPX8,GSTP1,GTF2H2,GTSE1,GULP1,H2AFZ,HADH,HELLS,HES1,HILPDA,HIST1H2BH,HIST1H2BJ,HIST1H3B,HIST1H3C,HIST1H3F,HIST1H4F,HIST1H4I,HIST1H4J,HIST1H4K,HIST3H2A,HJURP,HK2,HMGA1,HMGA2,HMGB1,HMGB2,HMGB3,HMGN2,HMGN5,HMMR,HNRNPA1P1,HNRNPA1P33_p1,HSH2D,HUNK,IGDCC3,IGDCC4,IGF2BP1,IGFBP2,IMMP1L,INPPL1,IRS1,ITGB3BP,JAM2,KCNQ2,KDM4A-AS1,KIAA11,KIAA1524,KIF11,KIF14,KIF15,KIF18A,KIF22,KIF23,KIF2A,KIF2B,KIF2C,KIF4A,KLHDC8B,KNSTRN,KPNA2,KRT19,LDHA,LGI1,LGR5,LINC1,LINC133,LINC261,LIX1,LMNB1,LMX1A,LMX1B,LOC11927267,LOC12724623,LOC157194,LOC731157,LOXL2,LRP2,LTBP1,MAD2L1,MAGOHB,MAGT1,MARCO,MAT2B,MBD4,MBNL2,MCM1,MCM2,MDK,MELK,MEST,MID1,MIR99AHG,MIS18BP1,MKI67,MLLT3,MMP2,MND1,MOV1,MRPL22,MRPS15,MSI1,MT1X,MTRNR2L8,N4BP3,NAP1L1,NCAPD2,NCAPG,NCAPG2,NCAPH,NDC8,NEK2,NES,NPM1,NPY,NR2F6,NUF2,NUP17,NUSAP1,NXPH2,OTX2,OTX2-AS1,PAICS,PARPBP,PBK,PDGFC,PDPN,PHGDH,PIEZO2,PIF1,PIH1D1,PIN4P1_p1,PKIB,PLEKHA5,PLIN2,PLIN3,PLK1,PMAIP1,POU3F1,PRC1,PRDX2,PROM1,PRR11,PRTG,PTGR1,PTPRO,PTTG1,PTX3,RACGAP1,RAD51AP1,RAN,RBM24,RBMX,RCN1,RCOR2,REST,RFC4,RFX4,RMST,RNASEH2A,RNF175,RPA3,RPL13AP5,RPL18,RPL1A,RPL23A,RPL26,RPL36A-HNRNPH2,RPS14,RPS19,RPS3,RRM2,RTKN2,SALL1,SALL4,SCARNA22,SDC1,SDC2,SEPT1,SFRP2,SFXN2,SGOL1,SGOL2,SHROOM3,SIVA1,SKA3,SLC4A1,SLC6A8,SMC2,SMC4,SNAR-A1_loc2,SNAR-A2_loc2,SNAR-A8_loc1,SNAR-B1_loc1,SNAR-B1_loc2,SNAR-C3,SNORD22,SNRPC,SNRPF,SOX2,SOX21,SPAG5,SPC25,SPDL1,STMN1,STON1,SVIP,SYNE2,SYT4,TACC3,TBL1X,TCF12,TDP1,TEAD2,TENM4,TFF3,TMEM123,TMEM132C,TMEM2,TMPO,TMPO-AS1,TMSB15A,TOP2A,TOX3,TP53TG1,TPBG,TPX2,TRIM59,TROAP,TTK,TWIST1,TXLNB,TYMS,UBE2C,UBE2S,UBE2T,UCP2,UHRF1,VIM,VRK1,VWCE,WEE1,WNT1,WNT5A,YAP1,ZAK,ZFP36L1,ZMAT4,ZNF53,ZWINT STANDARD_NAME Manno_Midbrain_Neurotypes_hNProg ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ABCA1,ACTL6A,ADAMTS5,ADORA2A-AS1,AGO1,ANKRD13B,ARHGAP11A,ARHGAP28,ARL4A,ASB2,ASCL1,ASPM,ATP8A1,ATP8B5P,BDH2,BHLHE22,BIRC5,BOC,BRSK2,BUB1B,C8orf46,CADPS,CASC5,CBFA2T2,CCDC152,CCDC88B,CCNA2,CCNB2,CCND1,CCND2,CD24,CDC2,CDC25B,CDCA3,CDCA8,CDKN1C,CELF3,CELSR3,CENPF,CHN2,CHST1,CKAP2L,CLVS1,COBL,CRB1,CRNDE,CYR61,DCC,DCX,DDC,DEPDC1,DEPDC1B,DLGAP5,DLL1,DLL3,DMRTA2,DNAH2,DOK5,DPH5,EBF2,EFS,ELAVL2,ELAVL4,ENO3,EPB41,EPHA4,EPHB2,FAM189A1,FAM64A,FAM6A,FAM72A,FAM83D,FBXW7,FMN2,FNDC5,FOXA2,FOXN3,FREM2,FRMD5,GNG5,GPC2,GPRIN3,GPSM2,GSE1,GTSE1,GULP1,HEPACAM2,HES6,HIC2,HIST1H2BH,HIST1H3B,HIST1H3F,HJURP,HMGA1,HMGB2,HNRNPA1L2,HNRNPA1P1,HNRNPA1P33_p1,HUNK,IGDCC3,IGF2BP1,IGFBPL1,IGSF9,INSM1,KAL1,KCNQ2,KIAA1755,KIF11,KIF14,KIF15,KIF23,KIF2C,KIF4A,KLHDC8A,LAMA5,LINC1114,LINC112,LINC1158,LMOD3,LOC1272216,LOC12724623,LOC163918,LOC443,MAD2L1,MAGOHB,MAP6,MAT2B,MEGF6,MFNG,MIAT,MIR17HG,MKI67,MLLT11,MSANTD3-TMEFF1,MSI1,MT1X,MUSTN1,MYT1,NCAPH,NDNF,NEK2,NES,NEUROD1,NEUROD4,NEUROG1,NEUROG2,NHLH1,NKX2-3,NPTX2,NRN1,NUF2,NUSAP1,OTX2,PAK1,PARPBP,PBK,PCBP4,PCDH8,PCSK2,PDE11A,PDE1A,PDPN,PHF21B,PHLDA1,PIF1,PIN4P1_p1,PLK1,PMAIP1,POU3F1,POU3F2,PPP1R17,PRC1,PRDX1,PRMT8,PROSER1,PSRC1,PTX3,RACGAP1,RAP1GAP2,RCOR2,RFTN2,RGS4,RHOH,RHOU,RNF165,RPL13AP5,RPL18,RPL1A,RPL23A,RPL36A-HNRNPH2,RPS14,RPS19,RTKN2,SCARNA14,SEMA3A,SGOL1,SGOL2,SLC6A8,SNAR-A1_loc2,SNAR-A2_loc2,SNAR-A8_loc1,SNHG5,SOX11,SOX2,SP5,SRL,SRRM4,SRSF1_loc2,ST18,STK17B,STMN1,TACC3,TAGLN3,TCF12,TEAD2,TFDP2,THSD7A,TMEM132B,TMEM169,TMEM2,TMPRSS5,TMSB15A,TNFRSF19,TOP2A,TP53I11,TP53TG1,TPX2,TRIM59,TSIX,TSPAN11,TSPAN18,TUBB3,UBE2C,WNT5A,WNT7A,XIST,ZBTB18,ZC3H12C,ZMAT4,ZNF28,ZNF573,ZNHIT2 STANDARD_NAME Manno_Midbrain_Neurotypes_hNbM ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACVR2B,ADAMTS5,AFAP1,AJAP1,AMER2,AMY1A_loc1,ANK2,AP3B2,APOL4,ASIC3,ASXL3,ATAT1_loc7,ATCAY,ATL1,ATP1A3,ATP6V1G2-DDX39B_loc3,AUTS2,BCL11A,BHLHE22,BRSK2,BSN,BZW2,C11orf95,C1orf35,C3orf14,CADM1,CADPS,CALB2,CASD1,CBFA2T2,CCBE1,CCSAP,CD2,CD24,CD27-AS1,CDC42EP3,CECR1,CECR6,CELF3,CELSR3,CEP17,CHML,CHN2,CLVS1,CLVS2,CNR1,CNTN2,CRB1,CRMP1,CSMD3,CSRNP3,CTNNA2,CXADR,DCC,DCLK1,DCX,DLL3,DMRTA2,DNAJB5,DPYSL3,DPYSL4,DPYSL5,DSCAML1,DUSP26,EBF1,EBF2,EBF3,EDIL3,EFS,ELAVL2,ELAVL3,ELAVL4,EN2,EPB41,FAM214A,FAM49A,FAM57B,FAM6A,FGF9,FMN2,FNDC5,FOXA1,FOXA2,FOXP2,GABARAPL1,GAP43,GAS2,GDAP1L1,GDPD1,GDPD3,GFRA1,GNG2,GNG3,GPC2,GPM6A,GPR56,GRASP,GREM2,GRIK2,GRIN3A,GRM8,GSE1,HEPACAM2,HIST3H2A,HN1,HS3ST1,IGFBPL1,INA,INHBA-AS1,INSM1,KCNH8,KCNQ3,KIAA117,KIAA1211,KIAA48,KIF21B,KIF5C,KLC1,KLHL35,LCOR,LINC112,LINC1158,LINC125,LINC261,LINC599,LMOD3,LOC11929563,LOC12724623,LOC14688_p1,LPAR2,LRRC55,LRRTM2,LRRTM4,LZTS1,MAB21L1,MAML3,MAP1B,MAP2,MAP3K13_loc1,MAP3K9,MAP6,MAPK6,MAPK8,MCF2L,MDGA1,MEGF6,MIAT,MIB1,MICAL1,MIR124-2HG,MIR671,MIR7-3,MLLT11,MSANTD3-TMEFF1,MTUS2,MYT1,NAPB,NAV1,NCAM1,NCAN,NEDD4L,NEUROD1,NEUROD4,NEUROD6,NEUROG2,NFASC,NFIX,NHLH1,NHLH2,NKAIN1,NNAT,NOVA1,NRN1,NRSN1,NSG1,NXPH4,OTP,PAK3,PAPPA,PBX3,PCBP4,PCDH2,PCDH8,PCSK2,PDE4DIP,PDP1,PEX5L,PGBD5,PHACTR3,PHF21B,PHLDA1,PHTF1,PITX2,PKP2,PLEKHA6,PLXNA3,POLB,POU2F2,POU3F1,POU3F2,POU6F1,PPP1R17,PRDM8,PRKAR2B,PRKX,PTPRG,PTPRO,RAB11FIP4,RAB3C,RALGDS,RAP1GAP2,RBFOX2,RBFOX3,RCOR2,RELN,RGMB,RGS4,RHOU,RMST,RND3,RNF165,RNU6-2_loc1,ROBO1,ROBO3,RPS19,RUFY3,RUNDC3A,SAMD5,SBK1,SCG3,SCG5,SCHIP1,SCN3A,SCN8A,SCRT2,SEC31B,SEMA6C,SEZ6,SHF,SHOX2,SKIDA1,SLC17A6,SLC22A15,SLC38A1,SLC46A3,SLC4A8,SLITRK1,SMIM18,SMPD3,SNAP25,SOBP,SOGA3,SOX11,SOX4,SOX5,SRL,SRRM4,SSBP3,SSTR2,ST18,ST6GAL1,ST6GAL2,ST8SIA2,ST8SIA3,STMN1,STMN2,STMN4,STXBP5,SV2B,SVIP,SYT7,TAGLN3,TERF2IP,TES,THSD7A,TMEM163,TMEM169,TMEM55A,TMEM57,TMEM86B,TMSB15A,TMTC4,TOX3,TRIM36,TRPM8,TSIX,TSPAN11,TSPAN13,TUBA1A,TUBB2B,TUBB3,TUBB4A,UBE2QL1,VASH2,VAV3,VWA5A,VWDE,XIST,XKR4,ZBTB46,ZFHX4,ZHX1,ZMAT4,ZNF117,ZNF195,ZNF33A,ZNF529-AS1,ZNF737,ZNF738,ZNF878,ZSCAN9 STANDARD_NAME Manno_Midbrain_Neurotypes_hNbML1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACTL6B,ACVR1B,ACVR2B,AKR1C1,AKR1C2,AMER2,ANK2,ANK3,AP1S2,ARPP21,ASIC4,ASNS,ASXL3,ATCAY,ATL1,ATP11C,ATP1A3,ATP6VA1,BASP1,BCL11A,BIN1,BRSK2,BZW2,C1orf35,C1QL1,C1QL4,C2CD4C,CACNB3,CACNB4,CACNG7,CADPS,CBLN2,CCBE1,CCDC122,CCDC184,CD2,CD24,CDK5R1,CECR1,CELF3,CELF5,CELF6,CELSR3,CLCN4,CMIP,CNR1,CNTN2,CRMP1,CSMD3,CSRNP3,CTNNA2,CXADR,CXADRP2_p1,CXXC4,DCC,DCX,DFNA5,DOCK3,DOCK4,DOK6,DPYSL3,DRD2,DSCAM,DTD1,DUSP26,EBF1,EBF3,EDIL3,ELAVL2,ELAVL3,ELAVL4,EPB41,EPHA8,ETFB,FAM155A,FAM189A1,FAM19A2,FAM49A,FAM57B,FAM65B,FGF12,FGF14,FGF9,FHOD3,FMN2,FNIP2,FOXA1,FOXA2,FOXD2,FOXD2-AS1,FOXP2,GABRB3,GABRG2,GAP43,GDAP1L1,GLRA2,GNAL,GNG2,GNG3,GP1BB,GPC2,GPM6A,GPR12,GPRIN3,GRIA2,GRIN3A,GRM4,GSE1,H2AFY2,HS6ST3,IGSF9,INA,INSM1,ISLR2,ITGA6,JPH4,JUP,KCNA3,KCNH8,KCNQ3,KCTD4,KIAA117,KIAA1244,KIAA48,KIF21A,KIF21B,KIF26A,KIF3C,KIF5C,KLC1,KLHL32,KLHL35,LCOR,LHX1,LINC261,LINC599,LINC889,LINGO1,LOC1272216,LOC12724623,LOC283731,LOC443,LPAR2,LPCAT4,LPPR1,LPPR3,LRRC49,LRRC55,LRRTM4,MAML3,MAP1B,MAP2,MAP6,MAP7D2,MAPK6,MAPK8,MAPK8IP2,MAPRE3,MAPT_loc1,MAST1,MCF2,MCF2L,MIAT,MICAL1,MIR124-2HG,MIR7-3,MLLT11,MPP3,MSANTD3,MSANTD3-TMEFF1,MSI1,MYO5A,MYT1,NAP1L3,NAPB,NAV1,NCAM1,NDRG4,NDST3,NEGR1,NELL2,NFASC,NHLH2,NKAIN2,NKX6-2,NMNAT2,NNAT,NREP,NRN1,NSG1,NUAK1,NXPH4,NYAP1,OCIAD2,OLFM1,OLFM3,ONECUT1,ONECUT2,PAFAH1B3,PAK3,PAK7,PALB2,PCBP4,PCDH11X,PCDH9,PCSK1,PCSK1N,PDE1A,PDZD7,PER1,PEX5L,PGM2L1,PHACTR3,PHF21B,PHLDA1,PHYHIPL,PIN4P1_p1,PITX2,PKP2,PLCL1,PLCXD3,PLEKHA6,POU2F2,POU3F1,POU3F2,PRKACB,PRKAR2B,PRRT2,PSD2,PTPN3,PTPN5,RAB3A,RAB3C,RAB9B,RAP1GAP2,RAPGEF5,RASGEF1B,RBFOX2,RHOU,RNF112,RNF165,RNF175,ROBO1,ROBO2,RPL13AP5,RPL21P44_p1,RPL23A,RPS19,RPS6KA2,RTN1,RUFY3,RUNDC3A,RUSC1,SAMD5,SBK1,SCAMP5,SCG3,SCG5,SCN3A,SCN8A,SCUBE1,SEMA3A,SEMA3E,SEZ6L,SEZ6L2,SH3PXD2A,SHISA2,SHISA6,SHROOM2,SIM1,SLC17A6,SLC22A15,SLC37A1,SLC38A1,SLC4A8,SMIM18,SMPD3,SNAP25,SNAP91,SOX11,SOX4,SPINT2,SRGAP1,SRRM4,SRSF12,ST6GAL1,ST8SIA3,STMN1,STMN2,SV2A,SVOP,SYBU,SYCP2,SYN3,SYT4,SYT6,SYT7,TAC1,TAGLN3,TBC1D3,TENM1,THSD7A,TMEM132B,TMEM169,TMEM178A,TMEM196,TMEM35,TMSB15A,TOX3,TRIM36,TRIM67,TRMT13,TSC22D1-AS1,TSIX,TTC9B,TUBA1A,TUBB2B,TUBB3,TULP4,UBE2QL1,UCHL1,UNC13A,USP44,VASH2,VWDE,WNT7A,XIST,XKR4,XPR1,YPEL4,YWHAG,ZBED6CL,ZBTB38,ZBTB6,ZC3H8,ZMAT4,ZNF521,ZNF68,ZNF697,ZNF737,ZNF878 STANDARD_NAME Manno_Midbrain_Neurotypes_hRN ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACSL6,ACTL6B,ACVR1B,ACVR2A,ADAMTS5,ADARB2,AKAP6,AKR1C1,AKR1C2,ALDH1L2,AMER2,AMY1A_loc1,ANK2,ANK3,ANKRD44,AP1S2,APLP1,ARRB1,ASIC4,ASMT_loc2,ASXL3,ATCAY,ATL1,ATP1A3,ATP6V1H,AUTS2,B3GALT2,BAALC,BASP1,BCL11A,BEND5,BIVM-ERCC5,BRINP2,BZW2,C1orf21,C1orf35,C1QL4,CACNB3,CACNG2,CADPS,CBLN2,CCDC184,CCDC5,CD2,CD24,CDC42EP3,CDH22,CDK5R1,CECR1,CECR6,CELF3,CELF4,CELF5,CELSR3,CEP17,CERS6,CHGA,CHML,CLVS1,CLVS2,CNR1,CNTN4,COMMD3-BMI1,COMTD1,CPEB3,CRMP1,CTNNA2,CXADR,DCLK1,DCX,DMRTA2,DNM3,DOCK3,DOK4,DOK6,DPYSL2,DPYSL3,DUSP26,DUSP4,EBF3,EDIL3,ELAVL2,ELAVL3,ELAVL4,ELOVL4,EMBP1_p1,EMX2,EMX2OS,ENC1,ENOX1,EPB41,EPB41L1,ESRRG,ETFB,FAM117B,FAM11B,FAM19A2,FAM57B,FAXC,FBLL1,FBXL16,FGF12,FGF14,FHOD3,FLJ138,FNIP2,FOXA2,FOXP2,GABRB3,GABRG2,GAP43,GDAP1L1,GLRA2,GLTSCR1L,GNG2,GNG3,GOLGA7B,GOLGA8B,GPC2,GPM6A,GPR155,GPRIN1,GREM2,GRIA2,GRIK2,GRIN3A,GRIP1,HIVEP3,HMP19,HOOK1,HUNK,IGBP1P1_p1,INA,IQCJ-SCHIP1,ISLR2,JAKMIP1,JPH4,KCNA3,KCNC1,KCND2,KCNH8,KCNQ3,KHDRBS3,KIAA117,KIAA1244,KIAA48,KIDINS22,KIF21B,KIF26A,KIF3A,KIF3C,KIF5C,KLC1,KLHL1,KLHL35,KMO,L1CAM,LETMD1,LHFPL4,LHX1,LINC1,LINC261,LINC472,LINC599,LMTK3,LOC12724623,LOC15676_loc1,LOC15676_loc2,LOC157194,LOC283731,LONRF2,LONRF3,LPAR2,LPGAT1,LPIN1,LPPR2,LPPR4,LRFN5,LRRC49,LRRTM4,LZTS1,MAP1B,MAP2,MAP6,MAP7D2,MAPK6,MAPK8,MAPK8IP2,MAPRE2,MARCH1,MCF2,MCF2L,MIAT,MIR124-2HG,MIR1244-2_loc3,MIR22HG,MLLT11,MMP24,MSANTD3-TMEFF1,MTUS2,MYO5A,MYT1,NAP1L5,NAPB,NCAM1,NCAN,NCDN,NEDD4L,NFASC,NHLH2,NKAIN1,NKAIN2,NLGN4X,NMNAT2,NNAT,NOL4,NOVA1,NREP,NRN1,NRSN1,NRXN1,NSG1,NXPH4,OCIAD2,OPN3,OSBPL6,PAFAH1B3,PAK3,PAK7,PAPPA,PBX3,PCDH2,PCDH9,PCDHA7,PCSK2,PDE11A,PDE4DIP,PEX5L,PGM2L1,PHACTR3,PHF21B,PHYHIPL,PITX2,PLEKHA6,PLXNA3,POU2F2,POU3F1,POU4F1,PPFIA2,PPP3R1,PRICKLE2,PRKAR2B,PRSS12,PTPN5,PTPRO,RAB3A,RAB3C,RAB3IP,RAB9B,RALYL,RAPGEF5,RBFOX1,RBFOX2,RBM18,RELN,RIMS4,RND3,RNF112,RNF182,ROBO2,ROBO3,RSBN1,RTN1,RUNDC3B,RUNX1T1,SAMD14,SAMD5,SBK1,SCARA5,SCG3,SCN3A,SCRT2,SEMA3C,SEPT3,SEZ6L2,SH3BP5,SHANK2,SHISA6,SLC16A14,SLC17A6,SLC1A2,SLC22A15,SLC37A1,SLC38A1,SLC6A15,SLC7A5P2_p1,SLC8A2,SMAP2,SMIM18,SMPD3,SNAP25,SNAP91,SNCG,SORCS3,SOX11,SOX4,SRCIN1,SRRM4,SSBP3,ST6GAL2,ST8SIA3,STK1,STMN1,STMN2,STMN4,STXBP1,SV2A,SYBU,SYP,SYT13,SYT7,TAGLN3,TBC1D2B,TENM2,TERF2IP,TES,THSD7A,TMEM132B,TMEM169,TMEM196,TMEM35,TRHDE,TRIM36,TSC1,TSIX,TUBB2B,TUBB3,UBE2QL1,UCHL1,UNC79,USP49,VASH2,XIST,YWHAG,ZBED4,ZBTB6,ZFHX3,ZFHX4,ZNF124,ZNF311_loc1,ZNF354A,ZNF497,ZNF697,ZNF91,ZSCAN9 STANDARD_NAME Manno_Midbrain_Neurotypes_hNbML5 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AASDHPPT,AATK,ABLIM3,ACTL6B,ACVR1B,ACVR2A,ADARB2,ADAT2,ADD2,AFF2,AJAP1,AKAP1,AKR1C1,AMER2,AMER3,AMPH,ANK2,ANK3,ANKIB1,ANKRD13B,ANKRD3B,ANKRD44,ANKS1B,APBA2,APC,APC2,APLP1,APOL6,ARPP21,ASAP1-IT1,ASIC1,ASIC4,ASXL3,ATCAY,ATP1A3,ATP8A1,AUTS2,B3GALT2,BAI3,BASP1,BCL11A,BCL11B,BEND4,BHLHE22,BICD1,BSN,BZRAP1,BZW2,C1orf35,C22orf42,C2orf194,CACNA1G,CACNB3,CACNG2,CADPS,CASKIN1,CASZ1,CBLN4,CCDC112,CCDC85A,CCDC85B,CCT6P3_p1,CD2,CD24,CDH13,CDH4,CDK5R1,CECR6,CELF3,CELF4,CELF5,CELSR3,CEP17,CHGA,CHN2,CHST1,CLCN4,CLUL1,CMIP,CNGB1,CNR1,CNTNAP2,COMTD1,CORO2A,CPEB2,CPEB3,CPEB4,CRMP1,CSRNP3,CXADR,DACT1,DACT3,DCC,DCX,DGKE,DICER1,DLG3,DMTN,DNAJC16,DNAJC6,DNER,DNM3,DOK6,DOT1L,DPP1,DPYSL3,DSCAM,DUSP26,DUSP4,DUSP5P1_p1,EFCAB7,ELAVL2,ELAVL3,ELAVL4,EMX2,EMX2OS,ENC1,ENO2,EPB41,EPHA3,ERC2,ESRRG,EYA1,F11R,FABP3,FAM115A,FAM117B,FAM155A,FAM19A2,FAM214A,FAM57B,FAM65B,FAM81A,FAM84A,FBXL12,FGF14,FGF9,FICD,FMN2,FNDC9,FOXA2,FRMD5,FRY,FSCN1,FSD2,FTO,FUT9,GABRA1,GABRB2,GABRG2,GAD1,GAD2,GATA2,GATA3,GATA3-AS1,GNAO1,GNG2,GNG3,GNPTAB,GOLGA8B,GPC2,GPM6A,GPR12,GPR137C,GPR26,GRIA1,GRIA2,GRIA4,GRIP1,GRIP2,GRM7,GSE1,H2AFY2,HBA1,HBB,HCN3,HDAC1,HERC1,HIVEP3,HMP19,HOOK1,HS3ST4,HS6ST3,IGBP1,IGFBPL1,INA,INSM1,IRF2BPL,IRGQ,IRX2,JAKMIP2,JPH4,KALRN,KCNC1,KCNC2,KCNH8,KCNMA1,KCNMB2,KDM5B,KIAA117,KIAA1211,KIAA1244,KIAA1377,KIAA1644,KIAA222,KIAA48,KIDINS22,KIF21A,KIF21B,KIF5C,KIRREL3,KLC1,KLF7,KLHL14,KLHL35,KSR2,L1CAM,LARP1B,LHFPL4,LHX1,LHX5-AS1,LINC1114,LINC112,LINC261,LINC599,LINC957,LINGO1,LMO1,LMOD3,LMTK3,LOC11375,LOC1272216,LOC15676_loc1,LOC15676_loc2,LOC441666_p1,LOC642852,LONRF2,LPIN1,LPPR1,LPPR2,LRCH2,LRRTM2,MAP1B,MAP2,MAP3K9,MAP6,MAP7D2,MAPK8,MAPRE3,MAPT_loc1,MARK1,MAST1,MCF2,MDGA1,MDGA2,MED12L,MEG3,MFSD6,MIAT,MICU3,MIR124-2HG,MLLT11,MMP24,MSANTD3-TMEFF1,MTUS2,MUC19,MVB12B,MYT1,MYT1L,NALCN,NAP1L3,NAV1,NBEA,NCAM1,NCAN,NCDN,NCS1,NDRG4,NEDD4L,NELL1,NFASC,NKAIN2,NKX2-2,NLN,NMNAT2,NNAT,NOL4,NOVA1,NOVA2,NPTXR,NREP,NRXN1,NRXN2,NRXN3,NSG1,NTNG1,NUAK1,NXPH2,ONECUT1,OPCML,OPTN,OSBPL6,PAK3,PAK7,PAPPA,PAPPA2,PAQR5,PAX5,PBX3,PCDH11X,PCDH7,PCDH9,PCGF3,PDE11A,PDP1,PDS5B,PDZD7,PEG3,PGM2L1,PHACTR3,PHF21B,PHYHIPL,PIANP,PITPNC1,PLEKHA6,PLXNA2,PLXNA3,PLXNA4,PLXNC1,PNMA2,PNOC,POU2F1,POU2F2,PPAP2C,PPFIA2,PPP1R17,PPP1R18_loc1,PPP2R3A,PRKACB,PRKAR2B,PRKCB,PROX1,PRSS12,PSD2,PTPN5,PTPRN2,PTPRO,PTPRT,PWARSN,RAB11FIP4,RALGPS1,RAP1GAP2,RAPGEF5,RBFOX1,RBFOX2,RCOR2,REEP2,RGS7BP,RIMS1,RIMS2,RIMS4,RNF112,ROBO1,ROBO2,RPH3A,RTN1,RUNX1T1,RYR2,SAMD11,SAMD14,SBK1,SCAI,SCARNA22,SCD5,SCN2A,SCN3A,SCN3B,SCN8A,SCRT2,SEC31B,SEPT3,SERTAD4,SEZ6L2,SH3BP5,SHANK2,SHISA2,SIX3,SIX3-AS1,SLC12A5,SLC16A9,SLC32A1,SLC37A1,SLC38A1,SLC3A3,SLC7A5P2_p1,SLC8A2,SLC9A6,SLCO3A1,SLITRK1,SLITRK4,SMAD9,SMPD3,SNAP25,SNORA11D_loc1,SNORA12,SNORD5A,SOX1,SOX11,SOX14,SOX4,SPEF1,SPEG,SPOCK3,SRCIN1,SRRM3,SRRM4,SSBP3,ST18,ST8SIA3,STK32B,STMN2,STMN4,STRIP1,STXBP1,SULT4A1,SUV42H1,SV2A,SYBU,SYNPR,SYT13,SYTL2,TAC1,TAGLN3,TAL1,TAOK3,TCERG1,TCERG1L,TENM1,TENM2,TERF2IP,THSD7A,TMCC1,TMEM13,TMEM132B,TMEM169,TMEM192,TMEM35,TMEM57,TMOD2,TNFRSF6B,TOX2,TOX3,TP53I11,TRHDE-AS1,TRIM13,TRIM36,TRIM67,TSHZ2,TSIX,TSPYL4,TUBB2B,TUBB3,UBE2QL1,UBN2,UCP3,UNC13A,UNC8,USH2A,USP27X,USP49,VASH2,VSNL1,VSTM2A,VSTM2B,WNT11,XKR4,XKR6,XPR1,YWHAG,ZBTB43,ZC3H12C,ZFHX2,ZFHX3,ZFHX4,ZFPM2,ZHX1,ZNF117,ZNF195,ZNF283,ZNF385D,ZNF441,ZNF697,ZNF776,ZNF793 STANDARD_NAME Manno_Midbrain_Neurotypes_hDA ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ACOT7,ACSL4,ACSL5,ACTL6B,ACVR1B,ADARB2,ADCY2,ADCY8,AJAP1,AKAP1,AKAP12,AKR1C1,AKR1C2,AMPH,ANK1,ANK2,ANK3,ANKRD12,ANKRD13B,ANKRD2A3_loc3,ANKRD2A9P_p1,ANKRD36B,ANKRD55,AP1S2,APLP1,APOL6,APP,ARG2,ARHGAP23,ARHGEF3,ARL8A,ASMT_loc2,ASNS,ATCAY,ATP1A3,ATP2B2,ATP6V1G2-DDX39B_loc3,ATP6VE2-AS1,ATP8A1,BASP1,BCL11A,BEX2,BEX5,BIN1,BIVM-ERCC5,C14orf37,C1orf35,C1QL1,C22orf42,C2CD4C,C3orf7,CA1,CACNA1E,CACNG2,CADM1,CADPS,CALB2,CAMK2B,CAMK2N1,CASZ1,CBLN2,CCDC136,CCSER1,CD2,CD24,CD27-AS1,CDC42EP3,CDH13,CDH4,CDK5R1,CECR1,CECR6,CELF3,CELF4,CELF5,CELSR3,CENPVP2_p2,CEP17,CGN,CHD5,CHGA,CHL1,CHRNA4,CHRNA7,CHST1,CLCN4,CLSTN2,CLUL1,CLVS1,CLVS2,CNGB1,CNTN1,COBL,COLQ,CPEB4,CPNE4,CRHBP,CRMP1,CSMD1,CSRNP3,CTNNA2,CTTNBP2,CTXN2,CXADR,CYP21A2_loc5,DAAM1,DACT1,DCLK1,DCX,DDC,DGKE,DIRAS3,DLG2,DLG4,DLK1,DMTN,DNASE1L1,DNER,DNM3,DOCK4,DOK4,DOK6,DPP6,DPYSL3,DSCAM,EBF1,EBF2,EBF3,EDIL3,EEF1A2,EEPD1,EHBP1,EID2B,ELAVL2,ELAVL3,ELAVL4,ELOVL3,ELOVL4,EN1,EN2,ENC1,ENO2,EPB41L1,EPHA5,ERBB4,ERC2,FAM11B,FAM134B,FAM13C,FAM155A,FAM19A1,FAM217B,FAM49A,FAM65B,FAT3,FAXC,FBLL1,FBXL16,FGF13,FGF9,FJX1,FLJ138,FNBP1,FNDC5,FNDC9,FOXA1,FOXA2,FOXP2,FRMD3,FSD1,FSTL4,FUT9,GABBR2,GABRA2,GABRB1,GABRB3,GABRG2,GAP43,GARNL3,GDAP1L1,GFRA1,GLCE,GLRA2,GLTSCR1L,GNAL,GNAO1,GNAZ,GNG2,GNG3,GOLGA7B,GOLGA8EP_p1,GPC2,GPM6A,GPR68,GPR85,GPRASP1,GPRIN3,GRIA1,GRIA3,GRIA4,GRIK2,GRIK3,GRIN3A,GRIP1,GRIP2,GRM8,GSE1,HBA1,HBA2,HBG1,HBG2,HERC2P4,HIVEP3,HMP19,HOOK1,HPCAL4,HPGD,HS3ST4,ICA1L,IGF1,IGSF9,INA,INHBA-AS1,INSM1,IRF2BPL,IRGQ,JPH4,JUP,KCNAB1,KCNIP4,KCNMA1,KCNN3,KCNQ3,KCTD8,KIAA117,KIAA1377,KIAA1598,KIAA1644,KIAA319,KIAA48,KIAA895,KIDINS22,KIF21B,KIF3A,KIF5C,KIFC2,KLF7,KLHL1,KLHL14,KLHL29,KLHL32,KLHL35,L1CAM,LAMC2,LDB2,LHFPL4,LINC599,LINC869_loc2,LMTK3,LMX1A,LOC1192721,LOC145837,LOC156159,LOC15676_loc2,LOC157412,LPCAT4,LPPR2,LPPR4,LRRC3B,LRRC55,LRRC7,LSAMP,LY6H,LYST,MAB21L1,MAGED4B_loc1,MAGI2,MAP1B,MAP2,MAP3K11,MAP3K9,MAPT_loc1,MAST1,MAST2,MED12L,MEG3,MIAT,MIR124-2HG,MIR3917,MLLT11,MMP24,MSANTD3-TMEFF1,MTURN,MTUS2,MUC16,MUC19,MYO5A,MYRIP,MYT1L,NAP1L3,NAV3,NCAM1,NCDN,NEB,NEDD4L,NEGR1,NFE2L3,NFIX,NLGN4X,NLK,NMNAT2,NNAT,NPY1R,NR4A2,NREP,NRXN1,NRXN2,NRXN3,NSG1,NTM,NTNG1,NTSR1,NYAP1,OLFM3,OPRK1,OPTN,OR4N2,PAK3,PAK6,PAK7,PALM2,PAPPA,PARP8,PBX1,PBX3,PCDH1,PCDHGC4,PDE4DIP,PDZD7,PDZRN4,PGM2L1,PHACTR3,PIANP,PID1,PITX3,PKIA,PLCXD3,PLEKHA1,PLEKHA6,PLEKHM3,PLXNA3,PLXNA4,PLXNC1,PNMAL2,POM121L1P_p1,POU2F2,PPFIA2,PPP1R18_loc1,PPP1R21,PPP2R3A,PRDM8,PRKACB,PRKAR1B,PRKCA,PRKCB,PRKCZ,PRKX,PRLR,PRRT2,PSD,PSD2,PTGES3L,PTK2B,PTPN5,PTPRO,PVRL1,PWAR1,PWARSN,RAB11FIP4,RAB9B,RALGDS,RALYL,RAP1GAP2,RAPGEF5,RASSF5,RBFOX2,REEP1,REEP2,RELN,RFPL1S,RGAG1,RGS6,RIMS1,RIMS2,RNF112,RNF113A,RNF14,ROBO1,ROBO2,ROCK1,RPL21P44_p1,RTN1,RUNDC3B,SAMD14,SBK1,SCARNA22,SCD5,SCG3,SCG5,SCN2A,SCN3A,SCN3B,SCN9A,SDC1,SEMA3D,SEMA3E,SEMA6D,SERINC1,SERTAD4,SEZ6L,SEZ6L2,SH3BP5,SH3GL3,SH3PXD2A,SHANK2-AS1,SHF,SHROOM2,SLC12A5,SLC16A14,SLC17A6,SLC18A1,SLC1A4,SLC24A3,SLC32A1,SLC39A8,SLC4A3,SLC4A8,SLC6A15,SLC8A2,SLITRK1,SLITRK4,SMIM18,SMPD3,SMURF1,SNAP25,SNAP91,SNORA12,SNORD116-29,SNORD5A,SOBP,SOX11,SPINT2,SRCIN1,SRGAP1,SRRM4,SSTR2,STARD1,STMN1,STMN2,STMN4,STOX2,SULT4A1,SV2A,SV2B,SVOP,SYNJ1,SYT13,SYT4,SYT7,TAC1,TAGLN3,TBC1D3,TCEAL5,TENM1,TERF2,TERF2IP,TFR2,TH,THSD7B,TLE2,TM2D3,TMCC3,TMEFF2,TMEM13,TMEM132B,TMEM163,TMEM169,TMEM178B,TMEM196,TMEM35,TMEM55A,TMEM57,TMEM59L,TMEM74B,TMEM88,TMOD2,TOX2,TPPP,TPTE2P1_p1,TRIM38,TRIM46,TRIM67,TSPAN13,TSPAN7,TTC9B,TTLL7,TUBA1A,TUBB2B,TUBB3,UBASH3B,UBE2QL1,UCHL1,UGCG,ULK3,UNC13A,UNC79,UNC8,VAV3,VWA5A,WBSCR17,XIST,XKR4,XPR1,YPEL2,YWHAG,ZBTB38,ZC2HC1A,ZCCHC12,ZFHX2,ZFHX3,ZFP69B,ZGLP1,ZNF33B,ZNF385D,ZNF568,ZNF57,ZNF697 STANDARD_NAME Manno_Midbrain_Neurotypes_hDA1 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS ABLIM3,ACSL4,ACSL6,ACTL6B,ACVR2A,ADAM2,ADAM22,ADARB2,ADCY1,ADCY2,ADCY8,AJAP1,AKAP9,AKR1C1,AKR1C2,AMER2,AMPH,ANK1,ANK2,ANK3,ANKRD2A3_loc3,ANKRD2A8P_p1,ANKRD2A9P_p1,ANKRD36B,ANKRD36BP2_p1,ANKRD44,AP1S2,APBA1,APLP1,APP,ARG2,ARHGAP23,ARHGEF3,ARL8A,ARMCX5-GPRASP2,ARRB1,ASB4,ASIC2,ASXL3,ATAT1_loc7,ATCAY,ATP11C,ATP1A3,ATP1B1,ATP6VA1,ATP8A2,ATP9A,B3GALT2,BASP1,BCL11A,BDNF,BEND4,BEX5,BNC2,BZRAP1,C14orf37,C1orf35,C2CD4C,C2CD5,CA1,CACNA1B,CACNA1C,CACNA1E,CACNG2,CADM1,CADPS,CADPS2,CALB1,CAMK2B,CAMK2N1,CASP2,CBLN2,CCBE1,CCDC136,CCDC184,CCDC85A,CCDC88A,CCSER1,CD2,CD24,CDH13,CDH22,CDH3,CDH4,CDK14,CDK5R1,CDKL2,CDKN2D,CECR6,CELF3,CELF4,CELF5,CEP17,CERS6,CHD3,CHD5,CHGA,CHL1,CHN2,CHRNA4,CHRNA7,CHST1,CHSY3,CLASP2,CLCN4,CLVS1,CMIP,CNR1,CNTN1,COMTD1,CORO2A,CPEB3,CPEB4,CRMP1,CSMD1,CSMD2,CSMD3,CSRNP3,CTNNA2,CTXN2,CXADR,CYP4X1,DAAM1,DAPK1,DCC,DCLK1,DCX,DDC,DFNA5,DLK1,DMTN,DNAJB5,DNAJC3,DNAJC6,DNER,DNM1,DNM3,DOCK3,DOCK4,DOK4,DOK6,DPP6,DPYSL3,DSCAM,DUSP26,DUSP4,EBF3,EHBP1,EID2B,ELAVL2,ELAVL3,ELAVL4,ELFN2,ELOVL3,ELOVL4,EN1,EN2,ENC1,ENO2,ENPP4,EPB41,EPB41L1,EPB41L4B,EPHA5,ERBB4,ERC2,FADS3,FAIM2,FAM11B,FAM134B,FAM155A,FAM169A,FAM57B,FAM71F2,FAT3,FAT4,FAXC,FBLL1,FBXL16,FBXL3,FBXO11,FGD1,FGF13,FGF9,FKBP1B,FNBP1L,FNDC9,FOXA1,FOXA2,FOXP2,FRMD5,FRMD8,FRMPD4,FRS3,FRY,FUT9,GAB2,GABBR2,GABRA2,GABRB1,GABRB3,GABRG2,GAP43,GDAP1,GDPD5,GFRA1,GLRA2,GLTSCR1L,GNAL,GNAO1,GNAQ,GNG2,GNG3,GNPTAB,GOLGA7B,GPC2,GPM6A,GPR12,GPR176,GPR26,GPR85,GPRASP1,GRB1,GRIA3,GRIK3,GRIN3A,GRM8,GRP,H2AFY2,HBA1,HBA2,HCN3,HIVEP3,HMGCLL1,HMP19,HMX2,HOOK1,HPCAL4,HS3ST4,HSPA12A,IGDCC4,IGF1,INA,INSM1,IQCJ-SCHIP1,IRGQ,JAKMIP1,JAKMIP3,JPH3,JPH4,JUP,KALRN,KCNAB1,KCND2,KCNIP4,KCNJ6,KCNMA1,KCNN3,KCNQ3,KCTD7,KCTD8,KIAA117,KIAA1549L,KIAA1598,KIAA222,KIAA319,KIAA48,KIAA895L,KIAA93,KIDINS22,KIF21A,KIF21B,KIF3A,KIF3C,KIF5C,KIFC2,KLC1,KLHL1,KLHL13,KLHL29,KLHL32,KLHL35,KSR2,L1CAM,LDB2,LGI2,LHFPL4,LINGO1,LMO4,LMTK3,LMX1B,LOC11926911,LOC145837,LOC156159,LOC157194,LONRF2,LPCAT4,LPIN1,LPPR4,LRRC3B,LRRC55,LRRC7,LRRTM2,LRRTM4,LSAMP,MAB21L1,MAN2A2,MAP1B,MAP2,MAP3K9,MAP6,MAPK8,MAPT_loc1,MARCH1,MARK1,MAST1,MAST2,MCF2L,MEG3,MFSD6,MIAT,MID1,MIR124-2HG,MLLT11,MMD,MMP24,MSANTD3-TMEFF1,MTURN,MTUS2,MYEF2,MYRIP,MYT1L,NALCN,NAP1L2,NAP1L3,NAP1L5,NAPB,NAV1,NAV3,NBEA,NCAM1,NCS1,NDRG4,NECAP1,NEDD4L,NEGR1,NETO2,NFASC,NIPA1,NKAIN2,NLN,NMNAT2,NNAT,NOL4,NPAS4,NPNT,NR4A2,NREP,NRXN1,NRXN2,NRXN3,NSG1,NTNG1,NTSR1,OCRL,OLFM3,OPRK1,OPTN,OSBPL6,PAK3,PAK7,PALB2,PALM2,PAPPA,PBX1,PBX3,PCDH1,PCDHA7,PCSK1N,PCSK2,PDE1A,PDE1C,PDE4D,PDE4DIP,PDZD7,PDZRN4,PEG1,PEG3,PGM2L1,PHACTR3,PHYHIPL,PID1,PITX3,PKIA,PLCB1,PLCB4,PLEKHA6,PLXNA3,PLXNA4,PLXNC1,PNMA2,POU2F2,POU3F2,PPFIA2,PRDM8,PRICKLE2,PRKAG2,PRKAR1B,PRKAR2B,PRKCA,PRRT2,PRRT4,PSD,PSD2,PTPN18,PTPN3,PTPN5,PTX3,PVRL1,RAB11FIP4,RAB3A,RAB3B,RAD21-AS1,RALGDS,RALGPS1,RALYL,RAPGEF5,RASSF5,RBFOX2,RCAN2,RCOR2,REEP1,RELN,REV3L,RFPL1S,RGS17,RIMS1,RIMS3,RIMS4,RNF112,RNF125,RNF144A,RNF165,RNF175,ROBO1,ROBO2,RORA,RTN1,RUFY2,RUFY3,RUNDC3A,RUNDC3B,RUSC1,SAMD14,SBK1,SCAPER,SCD5,SCG2,SCG5,SCN2A,SCN3A,SCN3B,SCN8A,SCN9A,SDC3,SEMA6D,SEPT3,SERINC1,SERTAD4,SEZ6L,SEZ6L2,SGTB,SH3BP5,SHANK2,SHISA6,SLC12A5,SLC16A14,SLC17A6,SLC18A1,SLC18A2,SLC1A4,SLC22A15,SLC25A12,SLC38A1,SLC4A3,SLC4A4,SLC4A8,SLC6A3,SLC8A1,SLC8A2,SLC9A7,SLITRK4,SMIM17,SMPD3,SNAP25,SNAP91,SNCA,SNORA11D_loc1,SNTG1,SNX1,SOBP,SOX11,SPINT2,SPOCK1,SRCIN1,SRGAP1,SRRM4,SSH2,SST,SSTR2,ST8SIA2,ST8SIA3,STK32B,STMN2,STMN4,STXBP1,STXBP5,SULT4A1,SV2A,SV2C,SVOP,SYNGR3,SYP,SYT13,SYT4,SYT7,TAC1,TAOK3,TBC1D24,TBC1D3,TBC1D9,TCEAL2,TENM1,TERF2IP,TES,TH,TMCC3,TMEFF2,TMEM13,TMEM132B,TMEM151A,TMEM169,TMEM178B,TMEM196,TMEM246,TMEM255A,TMEM35,TMEM59L,TMEM74B,TMOD2,TMX4,TOX2,TOX3,TPPP,TPTE2P1_p1,TRHDE,TRIM36,TRIM58,TRIM67,TSC1,TSHZ2,TSIX,TTC9,TTC9B,TUB,TUBB2B,TUBB3,TULP4,UBE2QL1,UBXN2B,UCHL1,ULK4P3_p2,UNC13A,UNC79,UNC8,USP32P1_p1,VASH2,VAT1,VAV3,VGF,VSNL1,VSTM2A,VSTM2A-OT1,VWA5A,WASF1,WDR47,XKR4,XPR1,YPEL3,YWHAG,ZBTB38,ZBTB46,ZBTB6,ZC2HC1A,ZC3H8,ZCCHC12,ZFHX2,ZFHX3,ZFHX4,ZNF25,ZNF3,ZNF33B,ZNF385D,ZNF497,ZNF697,ZNF793,ZNF821,ZSWIM6 STANDARD_NAME Manno_Midbrain_Neurotypes_hDA2 ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AATK,ABCA3,ABCC8,ABLIM3,ACOT7,ACTL6B,ADARB2,AJAP1,AK5,AKR1C1,AKR1C2,ALDH1A1,ALX4,AMER3,AMN1,ANK3,ANKH,ANKRD44,APBA1,APLP1,ARG2,ARHGAP28,ARHGEF3,ASB4,ASXL3,ATCAY,ATP1A3,ATP1B1,ATP6V1G2-DDX39B_loc3,ATP8A2,ATP9A,B4GALNT1,B4GALT6,BAALC,BASP1,BDNF,BEGAIN,BEX1,BEX2,BEX5,BLCAP,BNC2,BRSK1,BSN,BTBD1,C12orf76,C19orf12,C1orf35,C1QL1,C22orf42,C6orf118,CACNA1A,CACNA1B,CACNA1E,CACNG2,CACNG4,CACNG8,CADPS,CALB1,CALN1,CAMK2N1,CASKIN1,CBLN2,CBLN4,CCDC85A,CD2,CD24,CD27-AS1,CDH13,CDH4,CDH8,CDK14,CDK5R1,CDKL2,CDKN2D,CDON,CECR6,CELF3,CELF4,CELF5,CEP17,CGN,CHD5,CHL1,CHMP2B,CHRNA4,CHRNA6,CHRNA7,CHRNB3,CHST1,CLDN1,CMIP,CNR1,CNTN1,CNTN4,CNTN5,CNTNAP2,COL11A1,CORO2A,CPEB3,CREG2,CRMP1,CSMD1,CSMD2,CSRNP3,CTNNA2,CXADR,CXADRP2_p1,CYP4X1,DCC,DCX,DDC,DEAF1,DGKE,DIRAS2,DIRAS3,DKK3,DLG2,DLK1,DMTN,DNAH2,DNAJC12,DNAJC6,DNM3,DOCK3,DOK4,DOK6,DOPEY1,DPP6,DPP7,DPYSL3,DRD2,DSCAM,DUSP4,DYNC1I1,EEF1A2,EID2B,ELAVL2,ELAVL4,ELOVL3,ELOVL4,EN1,EN2,ENHO,ENO2,ENOX1,ENPP4,EPB41L1,EPB41L4B,EPHA5,ERBB4,ERC2,FADS3,FAIM2,FAM134B,FAM155A,FAM184A,FAM189A1,FAM26F,FAM57B,FBLL1,FBXL16,FGF13,FGF9,FHOD3,FKBP1B,FLRT3,FNBP1L,FOXA1,FRMPD3,FRMPD4,FRY,FUT9,FXYD6-FXYD2,GABARAPL1,GABRA2,GABRB1,GABRB3,GABRG2,GAP43,GARNL3,GFRA1,GLTSCR1L,GNAL,GNAO1,GNG3,GNPTAB,GOLGA3,GOLGA8B,GOLGA8EP_p1,GPC2,GPM6A,GPR12,GPR26,GPR85,GPRASP1,GPRIN3,GRB1,GRIA2,GRIA3,GRIK3,GRIP2,GRM5,GRP,HBA1,HBA2,HBB,HBG1,HBG2,HERC2P2,HMGCLL1,HMP19,HN1,HOOK1,HPCAL4,HPRT1,IGF1,IKZF4,INA,INSM1,IPCEF1,JAKMIP1,JPH3,JPH4,JUP,KCNC2,KCNIP4,KCNJ6,KCNN3,KCTD4,KGFLP1_p1,KIAA117,KIAA1377,KIAA1549,KIAA1598,KIAA1644,KIAA222,KIAA319,KIAA48,KIDINS22,KIF21B,KIFAP3,KIFC2,KLC1,KLHL1,KLHL13,KLHL29,KLHL32,KRT17,KRT222,KRT5,L1CAM,LGI1,LGI2,LHFPL4,LINC869_loc2,LMO3,LMO4,LOC113391,LOC11926895,LOC12724623,LOC1272494,LOC145837,LOC156159,LOC156725,LONRF2,LPPR2,LPPR4,LRFN5,LRRC37A3,LRRC3B,LRRC49,LRRC55,LRRC7,LRRTM2,LRRTM4,LY6H,MAP1B,MAP2,MAP7D2,MAPRE2,MAPT_loc1,MAST1,MCC,MEG3,MGAT4C,MIAT,MIR3917,MIR45HG,MLLT11,MMP24,MPP2,MPPED2,MTURN,MTUS2,MYCBP2,MYO5A,MYRIP,MYT1,MYT1L,NALCN,NAP1L3,NAPB,NCAM1,NDRG4,NEDD4L,NETO2,NFASC,NIPA1,NKAIN1,NKAIN2,NLN,NMNAT2,NNAT,NOL4,NPAS4,NPY1R,NR4A2,NREP,NRXN2,NRXN3,NSG1,NTM,NTSR1,NYAP1,OLFM3,OPRK1,OPTN,OSBPL6,PACS1,PAK3,PAK7,PALM2,PAPPA,PBX1,PBX3,PCDH1,PCDH17,PCDHB4,PCSK2,PDE11A,PDE1A,PDE1B,PDE2A,PDE4D,PDP1,PDZD7,PDZRN4,PEG1,PEX5L,PFKP,PGM2L1,PHACTR3,PHYHIPL,PIANP,PID1,PIK3CD,PITX3,PKIA,PLA2G4C,PLCXD3,PLEKHA6,PLXNA4,PLXNC1,PNCK,PNMA2,POU2F2,POU3F2,POU6F1,PPFIA2,PRKACB,PRKAR2B,PRKCA,PRKCB,PRL,PRRT2,PRRT4,PSD,PSD2,PTPN2B_loc1,PTPN3,PTPN5,RAB3B,RAB3C,RAB9B,RALGDS,RALYL,RAP1GAP2,RASA4,RASGEF1B,RASGRF2,RBFOX2,RCAN2,REEP1,REEP2,RERG,RET,REV3L,RGS6,RIMBP2,RIMS1,RIMS2,RIMS3,RNF112,RNF125,RNF165,RNF17,ROBO1,ROBO2,RPARP-AS1,RPL19P12_p1,RTN1,RUFY3,RUNDC3A,RUNDC3B,RUSC1,SBK1,SCAMP1,SCARNA1,SCG5,SCN2A,SCN3A,SCN3B,SCN8A,SCN9A,SDC1,SDC2,SEMA6C,SEMA6D,SERINC1,SERTAD4-AS1,SEZ6L,SEZ6L2,SH3BP5,SH3GL3,SH3PXD2A,SHANK2,SHF,SHROOM2,SLC17A6,SLC18A1,SLC18A2,SLC1A4,SLC22A15,SLC4A3,SLC6A15,SLC6A3,SLC8A2,SLC9A7,SLITRK1,SLITRK4,SLITRK5,SMIM18,SMPD3,SNAP25,SNAP91,SNCA,SNORD116-29,SNTG1,SNX1,SOBP,SOX11,SOX6,SPIN4,SPINT2,SRCIN1,SRRM4,SSTR2,ST8SIA2,ST8SIA3,STMN1,STMN2,STMN4,STXBP1,STXBP5,SULT4A1,SV2A,SV2B,SV2C,SYN2,SYNPR,SYP,SYT13,SYT4,SYT7,TAC1,TACC2,TBC1D3,TCEAL5,TH,TMCC3,TMEM13,TMEM132B,TMEM151A,TMEM169,TMEM178B,TMEM196,TMEM246,TMEM35,TMEM59L,TMOD2,TMSB1,TOX2,TPBG,TPPP,TRIM36,TRIM46,TRIM67,TSIX,TSPAN7,TTR,TUB,TUBA1A,TUBB2A,TUBB2B,TUBB3,TXN,UBASH3B,UBE2QL1,UCHL1,ULK2,ULK4P1_loc1,ULK4P3_p2,UNC8,USP49,VGF,VSNL1,VSTM2A,VWA5A,WSB2,XKR4,XKR6,XPR1,ZC2HC1A,ZCCHC12,ZFHX3,ZNF697,ZNF813,ZNFX1 STANDARD_NAME Manno_Midbrain_Neurotypes_hNbGaba ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AATK,ABLIM3,ACSL4,ACSL6,ACVR1B,ADAM23,ADAMTS5,ADCK2,ADCY1,ADCY2,ADORA2A-AS1,ADRBK2,AHDC1,AJAP1,AK5,AKAP1,AKAP7,AKAP9,AKR1C1,AKR1C2,AMPH,ANK1,ANK2,ANK3,ANKRD12,ANKRD13D,ANKRD2A3_loc3,ANKRD2A8P_p1,ANKRD2A9P_p1,ANKRD36B,ANKRD36BP2_p1,ANKRD44,ANKRD9,ANO5,ANO8,APLP1,APOL6,ARHGAP2,ARHGEF1L,ARID4A,ARPP21,ASIC2,ASNS,ASXL3,ATCAY,ATP1A3,ATP1B1,ATP2B1,ATP2B2,ATP6VA1,ATP8A2,ATP9A,B4GALNT4,BAALC,BACH2,BAI1,BAI3,BASP1,BCL11B,BCO2,BDNF,BDP1,BEND6,BLCAP,BNC2,BRE-AS1,BRINP1,BRINP2,BRINP3,BRSK1,BSN,C11orf87,C12orf76,C1orf35,C1QL4,C22orf42,C3orf62,C5orf49,CA1,CABLES2,CACNA1A,CACNA1B,CACNA1C,CACNA1E,CACNA1G,CACNG2,CACNG4,CACNG8,CADM1,CADM2,CALN1,CAMK2B,CAMK2N1,CAMSAP2,CASZ1,CBLN2,CBLN4,CBX4,CCDC136,CCDC144A,CCDC184,CCDC39,CCDC85A,CCDC88A,CCSER1,CD2,CD24,CD27-AS1,CDH4,CDH8,CDK5R1,CDKL2,CDKL5,CDKN2D,CDRT4,CECR6,CELF2,CELF3,CELF4,CELF5,CEND1,CERS6,CHCHD1,CHD5,CHERP,CHGA,CHIC1,CHL1,CHRNA4,CHRNA7,CHST1,CLVS1,CLVS2,CMIP,CMTM4,CNGB1,CNR1,CNTN4,CNTNAP2,CNTNAP3P2,CNTRL,COMTD1,CPEB2,CPEB3,CPEB4,CREG2,CRMP1,CROCCP2_p1,CROCCP3_p1,CSAD,CSGALNACT1,CSMD1,CSMD2,CSMD3,CSRNP3,CTNNA3,CTTNBP2,CXADR,CYFIP2,DAAM1,DACT1,DCLK1,DCX,DENND3,DGKE,DICER1,DIRAS3,DLG2,DMTN,DNAJC3,DNAJC6,DND1,DNER,DNM3,DOCK3,DOCK4,DOK4,DOPEY1,DPP6,DPYSL3,DSC3,DSCAM,DYNC1I1,EDIL3,EEA1,EEF1A2,EID2B,ELAVL2,ELAVL3,ELAVL4,ELFN2,ELOVL4,EMBP1_p1,EML5,ENC1,ENPP4,EPB41L1,EPHA5,EPHB1,ERAP2,ERC1,ERC2,EYA4,FAM11B,FAM131B,FAM134B,FAM155A,FAM155A-IT1,FAM169A,FAM16A,FAM171B,FAM182B,FAM19A1,FAM19A2,FAM19A5,FAM65B,FAR2,FAR2P2,FBLL1,FBXL16,FGF13,FGF14,FGF9,FHOD3,FLJ16779,FMN2,FNBP1,FNBP1L,FNDC5,FRMD3,FRMD4A,FRMD4B,FRMPD4,FRY,GABBR2,GABPB1-AS1,GABRA1,GABRB1,GABRB2,GABRB3,GABRG1,GABRG2,GAD2,GAP43,GATA3,GDPD1,GFOD1,GK5,GLRA2,GLS,GNAL,GNAO1,GNG2,GNPTAB,GOLGA7B,GOLGA8A,GOLGA8B,GP1BB,GPM6A,GPR12,GPR137C,GPR155,GPR176,GPRASP1,GPSM1,GRIA1,GRIA2,GRIA4,GRID2,GRIK2,GRIN3A,GRIP2,GRM4,GRM5,GRM7,GRM8,GSE1,GUCY1A3,HCN3,HERC2P2,HERC2P9_p1,HMP19,HOOK1,HPCAL4,HS3ST1,HS6ST3,ICA1L,IDH3A,IGF1,IGFBP3,IKZF4,INA,INHBA-AS1,IRGQ,JAG2,JAKMIP1,JAKMIP3,JPH3,JPH4,KAL1,KCNA3,KCNC1,KCNC2,KCND2,KCNIP4,KCNIP4-IT1,KCNK6,KCNMA1,KCTD7,KCTD8,KGFLP2,KHDRBS2,KIAA117,KIAA1244,KIAA145,KIAA1549L,KIAA222,KIAA319,KIAA48,KIAA895,KIDINS22,KIF21A,KIF21B,KIF3A,KIF3B,KIF5C,KIFC2,KIRREL,KIRREL3,KLC1,KLHL1,KLHL32,KSR2,L1CAM,LGI2,LHFPL4,LINC1,LINC112,LINC342,LINC599,LINGO1,LOC1128494,LOC11929563,LOC1272216,LOC1321295,LOC15676_loc1,LOC15676_loc2,LOC15699,LOC157412,LOC284798,LOC646214_p1,LONRF2,LPCAT4,LPIN1,LPPR4,LRFN5,LRP1B,LRRC3B,LRRC7,LRRC8C,LRRTM3,LRRTM4,LSAMP,MAB21L1,MAL2_p1,MAP1B,MAP1LC3A,MAP2,MAP6,MAP7D2,MAPRE2,MAPRE3,MAPT_loc1,MARCH1,MARK1,MAST1,MCF2,MCF2L,MDGA1,MDGA2,MEG3,MEGF6,MEIS2,MFSD6,MIAT,MICU3,MIR124-2HG,MMP17,MMP24,MPP2,MPP3,MSANTD3-TMEFF1,MTL5,MTSS1,MTURN,MUC19,MYCBP2,MYRIP,MYT1L,NALCN,NAP1L2,NAP1L5,NAT1,NBEA,NCAM1,NDRG4,NDST3,NEGR1,NEIL1,NELL1,NFASC,NFATC2,NFIL3,NKAIN2,NKX2-2,NLGN1,NLN,NNAT,NOL4,NPAS3,NPAS4,NPTXR,NPY1R,NRG2,NRN1,NRXN1,NRXN2,NRXN3,NSF_loc1,NSG1,NTM,NUAK1,NUP21L,OCRL,OGDHL,OLFM1,OLFM3,ONECUT1,ONECUT2,OPCML,OPRM1,OPTN,PAK3,PAK7,PALB2,PALM2,PAQR8,PAX5,PBX3,PCDH17,PCDH19,PCDH7,PCDH9,PCDHA7,PCGF3,PCLO,PCSK2,PDE11A,PDE4D,PDE4DIP,PDP1,PDPK1,PDZD4,PDZD7,PEG3,PEG3-AS1,PEX5L,PFKP,PGAP1,PGM2L1,PHACTR3,PI4KAP2_p1,PIANP,PIGX,PIK3CD,PISD,PITX2,PKIA,PKNOX1,PLCB4,PLEKHA1,PLEKHA6,PLXNA2,PLXNA4,PMFBP1,PNCK,PNMAL2,POLR3E,POU2F2,PPARGC1A,PPARGC1B,PPFIA2,PPFIA4,PPP2R2C,PPP3CB,PRDM6,PRICKLE2,PRKACB,PRKAR2B,PRKCB,PRLR,PRRT2,PSD,PSD2,PTPN18,PTPN5,PTPRK,PTPRT,PVRL1,PWARSN,PXK,RAB11FIP4,RAB3B,RAB6B,RALGAPA1P,RALGDS,RALGPS1,RALYL,RAP1GAP2,RAP2B,RASA4,RASGEF1B,RASSF5,RBFOX1,RBFOX2,RBFOX3,RBMS3,REEP1,REEP2,REV3L,RFK,RGS7BP,RHOU,RIMBP2,RIMS2,RIMS3,RNF112,RNF125,RNF165,RNF175,ROBO1,ROBO2,RTN1,RUFY3,RUNDC3A,RUNDC3A-AS1,RUNDC3B,RUNX1T1,RUNX3,RYR2,SAMD5,SBK1,SCAI,SCAMP1,SCAPER,SCD5,SCG2,SCN1A,SCN2A,SCN3A,SCN3B,SCN7A,SCN8A,SCN9A,SDC3,SEMA3C,SEMA3E,SEMA6D,SERPINI1,SERTAD4,SEZ6,SEZ6L2,SGTB,SH3BP5,SH3GL3,SHANK2,SHROOM2,SIRPA,SLC12A5,SLC17A6,SLC1A2,SLC24A3,SLC32A1,SLC37A1,SLC38A1,SLC4A1,SLC4A3,SLC5A7,SLC6A17,SLC7A14,SLC8A1,SLC8A2,SLC9A6,SLC9A7,SLCO3A1,SLITRK1,SLITRK4,SMIM18,SMPD3,SNAP25,SNAP91,SNCA,SNORD11,SNORD116-29,SNORD12,SNORD5A,SNX1,SNX31,SOCS7,SOGA3,SORCS1,SORCS3,SOX1,SOX14,SPAST,SPINT2,SPOCK1,SPOCK3,SPRED3,SRCIN1,SRRM3,SRRM4,SS18L1,SSBP3,ST3GAL2,ST6GAL2,ST8SIA3,STARD1,STK32B,STMN2,STMN4,STRIP1,STX3,STXBP1,STXBP5,SULT1A3_loc2,SULT1A4_loc1,SULT4A1,SUZ12P1_p1,SV2A,SV2B,SV2C,SVOP,SYBU,SYN2,SYN3,SYNGR3,SYNPR,SYP,SYT1,SYT13,SYT4,SYT7,SYTL2,TAC1,TAL1,TARBP1,TBC1D24,TBC1D3,TBC1D32,TCEAL2,TENM1,TENM4,TERF2IP,TFAP2B,TGFB2-OT1,THEM4,THSD7B,TIGD3,TLN2,TMC7,TMEFF2,TMEM127,TMEM129,TMEM13,TMEM132B,TMEM178A,TMEM18,TMEM192,TMEM196,TMEM35,TMEM57,TMEM74B,TMOD2,TNFRSF6B,TNK2,TNRC6C,TOX2,TPTE2P1_p1,TRHDE,TRIM36,TRIM46,TRIM58,TRIM67,TSHZ2,TSIX,TSPAN7,TSPAN9,TSPYL4,TTLL7,TTN,TUBB2B,TUBB3,TULP4,UBASH3B,UBE2J2,UBE2K,UBE2QL1,UBN2,UCHL1,UHRF1BP1L,UNC13A,UNC79,UNC8,URB1,VASH2,VAT1L,VAV3,VGF,VHL,VOPP1,VSTM2A,VSTM2A-OT1,WDFY4,XIST,XKR4,XKR6,XPR1,YPEL2,YPEL3,YPEL4,ZBTB38,ZBTB46,ZFHX2,ZFHX3,ZFHX4,ZNF248,ZNF264,ZNF283,ZNF292,ZNF33B,ZNF362,ZNF37BP_p1,ZNF462,ZNF525,ZNF568,ZNF573,ZNF68,ZNF716,ZNF793,ZNRF3-AS1 STANDARD_NAME Manno_Midbrain_Neurotypes_hGaba ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS A2M-AS1,AATK,ABCA3,ABCC5,ABLIM3,ABR,ACSL4,ACSL6,ACTL6B,ACVR1B,ACVR2A,ACVR2B,ADAM23,ADAMTS3,ADAMTSL4-AS1,ADAP1,ADARB2,ADCY1,ADRBK2,AFF2,AFF3,AGAP1,AGTPBP1,AHDC1,AHNAK2,AJAP1,AKAP6,AKAP9,AKR1C1,AKR1C2,ALS2CR11,AMER2,AMER3,ANK1,ANK2,ANK3,ANKAR,ANKIB1,ANKRD12,ANKRD18A,ANKRD2A3_loc3,ANKRD2A8P_p1,ANKRD2A9P_p1,ANKRD36,ANKRD36B,ANKRD36BP2_p1,ANKRD3B,ANKRD3BP2_p1,ANKRD44,ANKS1B,ANO5,ANO8,AP1S2,AP1S3,AP3B2,APBA1,APBA2,APC,APC2,APLP1,ARFGEF1,ARHGAP2,ARHGAP23,ARHGAP24,ARHGAP35,ARHGEF12,ARID4A,ARL4C,ARL8A,ARNT2,ARPP21,ASAP1-IT1,ASIC2,ASNS,ASXL3,ATAT1_loc7,ATCAY,ATL1,ATP1A3,ATP1B1,ATP2B1,ATP2B2,ATP6VA1,ATP6VC,ATP8A1,ATP9A,ATRX,AUTS2,B3GALT2,B3GAT1,B4GALNT4,BACE1,BACH2,BAI1,BASP1,BCL11A,BCL11B,BCL2L15,BDNF,BDP1,BEND4,BEX2,BIVM,BIVM-ERCC5,BLCAP,BLID,BOD1L1,BRD1,BRF1,BRSK2,BRWD1,BSN,BZRAP1,BZW2,C11orf87,C14orf37,C17orf67,C1orf35,C2CD5,C3orf62,C5orf3,CA1,CABP4,CACNA1A,CACNA1C,CACNA1E,CACNA1G,CACNA1I,CACNB3,CACNB4,CACNG2,CACNG4,CACNG8,CADM1,CADM2,CADM3,CADPS,CALB2,CALN1,CAMK2B,CAMK2N1,CAMK2N2,CAMSAP2,CAMTA1,CAPRIN2,CASK,CASKIN1,CASZ1,CATSPER2P1_p1,CATSPERG,CBLN2,CBLN4,CBX4,CCDC112,CCDC141,CCDC144A,CCDC17,CCDC184,CCDC186,CCDC85A,CCDC88A,CCPG1,CCSER1,CD2,CD24,CDC42EP3,CDH13,CDH22,CDH23_loc1,CDH4,CDH8,CDK5R1,CDKL2,CDKN2D,CDON,CDRT4,CECR6,CELF1,CELF2,CELF3,CELF4,CELF5,CELF6,CELSR3,CEMIP,CEND1,CEP12,CEP14,CEP17,CEP29,CEP85L,CERS6,CGN,CHD3,CHD5,CHGA,CHIC1,CHL1,CHN2,CHRM5,CHRNA4,CHST1,CHST11,CHSY3,CITED2,CLCN4,CLIP1,CLVS1,CLVS2,CMIP,CNOT6L,CNR1,CNTN1,CNTN4,CNTN5,CNTNAP2,CNTNAP4,COL11A1,COL4A3BP,COL6A6,COL8A1,COMTD1,CPEB2,CPEB3,CPEB4,CPNE5,CREBRF,CREG2,CRIM1,CRMP1,CROCCP2_p1,CSAD,CSGALNACT1,CSMD1,CSMD2,CSMD3,CSNK1G2,CSPG5,CSRNP3,CTD-2297D1.2,CTGLF12P,CTNNA2,CTNND2,CXADR,CXADRP2_p1,CXCL5,CYFIP2,CYLD,CYP4X1,CYTH1,DAAM1,DACT1,DACT3,DBET,DCC,DCLK1,DCLK2,DCLK3,DCX,DGKE,DHX33,DICER1,DIP2B,DIRAS2,DLG2,DLG3,DMTN,DNAJB14,DNAJC12,DNAJC16,DNAJC6,DND1,DNER,DNM1,DNM3,DOCK3,DOCK4,DOK3,DOK4,DOK6,DOPEY1,DOPEY2,DPF1,DPP6,DPYSL3,DSCAM,DSCAML1,DUSP26,DUSP4,DUSP5P1_p1,DYRK2,EBF1,EBF2,EBF3,EEA1,EEF1A2,EFHC2,EFNA5,EHD4,EID2B,ELAVL2,ELAVL3,ELAVL4,EN2,ENC1,ENOX1,EPB41,EPB41L1,EPHA3,EPHB1,ERAP2,ERC2,ERC2-IT1,ESRRG,ETS2,F11R,FADS3,FAM117B,FAM11B,FAM126B,FAM134A,FAM134B,FAM155A,FAM155A-IT1,FAM169A,FAM16B1,FAM171B,FAM184A,FAM189A1,FAM196A,FAM19A2,FAM19A5,FAM216A,FAM217B,FAM219A,FAM22A,FAM43B,FAM49A,FAM57B,FAM65B,FAM81A,FAM84A,FAR2P2,FAT2,FAXC,FBLL1,FBXL16,FBXO48,FGF12,FGF14,FGF9,FHOD3,FKBP15,FLJ4579,FMNL2,FNBP1,FNBP1L,FNDC5,FNDC9,FOXD4L5,FOXN3,FRMD3,FRMD4B,FRMD5,FRMPD3,FRMPD4,FRS3,FRY,FSIP2,FUT9,GABBR2,GABPB1-AS1,GABRA1,GABRA2,GABRB2,GABRB3,GABRG1,GABRG2,GAD1,GAD2,GALNT12,GALNT15,GAP43,GATA3,GDAP1,GDAP1L1,GDPD1,GFOD1,GFRA1,GIGYF1,GK5,GLRA2,GNAL,GNAO1,GNAQ,GNAZ,GNG2,GNPTAB,GOLGA3,GOLGA7B,GOLGA8A,GOLGA8B,GOLGA8J,GPC2,GPD1L,GPM6A,GPR12,GPR133,GPR137C,GPR155,GPR158,GPR176,GPR26,GPR85,GPRASP1,GPRIN3,GRIA1,GRIA2,GRIA4,GRID1,GRID2,GRIK1,GRIK2,GRIK3,GRIN3A,GRIP1,GRIP2,GRM1,GRM3,GRM4,GRM5,GRM7,GSE1,GUCY1A3,GUSBP3_p2,HBB,HBE1,HBG2,HCFC2,HCN3,HERC1,HERC2P2,HERC2P4,HERC2P9_p1,HIVEP3,HMP19,HNRNPCL3,HOOK1,HPCAL4,HS6ST2,HS6ST3,HSPA12A,HYDIN,ICA1L,IDS,IGFN1,IGSF3,IKZF3,IKZF4,INA,INO8D,INPP4A,INPP5F_loc2,IPW,IRF2BPL,IRGQ,IRX1,IRX2,IRX3,ITGA8,JAG2,JPH1,JPH3,JPH4,KBTBD11,KBTBD6,KCNA3,KCNC1,KCNC2,KCNH8,KCNIP4,KCNIP4-IT1,KCNK2,KCNMA1,KCNN3,KCNQ1OT1,KCNQ3,KCTD7,KDM2B,KGFLP2,KHDRBS2,KHDRBS3,KIAA117,KIAA119,KIAA124,KIAA1244,KIAA1377,KIAA1549,KIAA1549L,KIAA1598,KIAA1644,KIAA1875,KIAA222,KIAA48,KIAA895,KIAA895L,KIAA93,KIDINS22,KIF13A,KIF1A,KIF21A,KIF21B,KIF3A,KIF3C,KIF5C,KIFAP3,KIFC2,KLC1,KLF7,KLHL13,KLHL14,KMT2E,KRT14,KRT222,KSR2,L1CAM,LAMA3,LAMA5,LAMC2,LANCL2,LARP1B,LBH,LGI2,LGR5,LHFPL3,LHFPL4,LHX1,LIN54,LINC1,LINC1125,LINC1221,LINC312,LINC342,LINGO1,LMOD3,LOC1133331_loc3,LOC1192813,LOC119282,LOC11929563,LOC119986,LOC1272216,LOC156123,LOC156159,LOC15676_loc1,LOC15676_loc2,LOC15699,LOC157412,LOC283194,LOC283299,LOC284837,LOC642852,LOC646214_p1,LOC646471,LOC72969,LOC731424,LONRF1,LONRF2,LPAR2,LPCAT4,LPHN1,LPHN3,LPIN1,LPPR1,LPPR4,LRFN5,LRP12,LRP1B,LRRC2,LRRC3B,LRRC49,LRRC4B,LRRC7,LRRK2,LRRN3,LRRTM2,LSAMP,LSM11,LUC7L,LYSMD2,LYST,LZTS3,MAB21L1,MAGED4B_loc1,MAGI2,MAGI3,MAP1B,MAP2,MAP2K3,MAP3K2,MAP3K9,MAP6,MAP7D2,MAPK8IP2,MAPRE2,MAPRE3,MAPT_loc1,MARCH1,MARK1,MAST1,MAST4,MBLAC2,MCF2,MCF2L,MDGA1,MDGA2,MDN1,MED13L,MEG3,MEGF6,MEGF9,MFSD6,MGAT4C,MGAT5,MIA3,MIAT,MICAL3,MICU3,MIR124-2HG,MIR1HG,MIR4697HG,MLLT11,MLLT3,MMP24,MPP3,MPPED2,MSANTD3-TMEFF1,MSR1,MTMR6,MTSS1,MTURN,MTUS1,MTUS2,MUC19,MUC2,MVB12B,MYCBP2,MYO5A,MYO7A,MYT1,MYT1L,N4BP2,NALCN,NAP1L2,NAP1L3,NAP1L5,NAPB,NAV1,NAV3,NBEA,NCAM1,NCAN,NCDN,NCOA7,NCR3LG1,NCS1,NDRG4,NDST3,NEB,NEDD4L,NEGR1,NELL1,NETO1,NFASC,NFIX,NGEF,NINL,NIPA1,NKAIN2,NLGN1,NLGN4X,NLK,NLN,NMNAT2,NNAT,NOL4,NOL4L,NOVA1,NOX4,NPAS3,NPDC1,NPFF,NPIPA8_loc1,NPNT,NPTXR,NREP,NRP2,NRSN1,NRXN1,NRXN2,NRXN3,NSF_loc1,NSG1,NT5DC3,NTM,NTNG1,NTRK3,NUAK1,NXPH1,NXPH2,OCRL,OGDHL,OLFM1,OLFM3,OPCML,OPRM1,OPTN,OSBPL6,OTP,OTUD4,PABPC1L2A,PACS1,PAK3,PAK7,PALM2,PAPPA,PAQR8,PAX5,PBX3,PCDH1,PCDH11X,PCDH17,PCDH19,PCDH7,PCDH8,PCDH9,PCDHA7,PCDHB4,PCGF3,PCLO,PCOLCE2,PCP4,PDE11A,PDE1A,PDE1B,PDE4C,PDE4D,PDE4DIP,PDE7A,PDIK1L,PDP1,PDXP,PDZD4,PDZD7,PDZRN4,PEG3,PEG3-AS1,PEX1,PEX5L,PFKP,PGAP1,PGM2L1,PHACTR3,PIANP,PIAS2,PIEZO2,PIK3CD,PILRB,PIP4K2B,PITPNC1,PKIA,PLCB4,PLCXD3,PLEKHA1,PLEKHA6,PLXNA1,PLXNA3,PLXNA4,PLXNC1,PNCK,PNMA2,PNMAL2,PNOC,POM121L1P_p1,POU2F1,POU2F2,POU3F2,PPARGC1A,PPARGC1B,PPFIA2,PPFIA4,PPFIBP1,PPP1R18_loc1,PPP1R9A,PPP2R2B,PPP2R2C,PPP2R3A,PPP3CB,PPP3R1,PRAMEF1,PRDM2,PRDM8,PREPL,PRICKLE2,PRKAA2,PRKAB2,PRKACB,PRKAR1B,PRKAR2B,PRKCA,PRKCB,PRKCZ,PRLR,PRNP,PRRC2B,PRRT2,PRRT4,PRSS12,PRSS53,PSD,PSD2,PTBP3,PTEN,PTPN5,PTPRK,PTPRO,PTPRT,PVRL1,PWAR1,PWARSN,PXK,PYCARD-AS1,R3HDM1,RAB11FIP4,RAB22A,RAB3A,RAB3B,RAB9B,RABGAP1L,RAD5,RAI1,RALGDS,RALGPS1,RALYL,RAP1GAP2,RAPGEF5,RAPGEF6,RAPH1,RASA4,RASAL2,RASGEF1B,RB1CC1,RBFOX1,RBFOX2,RBFOX3,RBM26,RBM33,RBMS3,RCOR2,REEP1,RELN,REV3L,RFK,RFPL1S,RFPL3S,RFX7,RGS17,RGS6,RGS7BP,RHOT2,RICTOR,RIMBP2,RIMS1,RIMS2,RIMS3,RNF112,RNF146,RNF157,RNF165,ROBO1,ROBO2,RORA,RTN1,RTN4,RUFY2,RUFY3,RUNDC1,RUNDC3A,RUNDC3B,RUNX1T1,RUSC1,RUSC2,RYR2,SALL4,SAMD11,SAMD14,SAMD5,SAMD8,SARDH,SBF2,SBK1,SCAI,SCD5,SCIN,SCN1A,SCN2A,SCN3A,SCN3B,SCN8A,SCN9A,SDC3,SEC31B,SECISBP2L,SEMA3A,SEMA3C,SEMA3E,SEMA6D,SERINC1,SERINC5,SERPINI1,SEZ6L,SEZ6L2,SGK2,SGMS1-AS1,SH3BP5,SH3KBP1,SH3PXD2A,SHANK2,SHANK3,SHC4,SHOX2,SHROOM2,SIK3,SIN3A,SIX3,SLC12A5,SLC16A14,SLC16A9,SLC17A6,SLC1A2,SLC22A15,SLC22A4,SLC24A2,SLC24A3,SLC25A12,SLC25A22,SLC32A1,SLC37A1,SLC38A1,SLC39A12,SLC3A3,SLC4A1,SLC4A3,SLC4A8,SLC5A3,SLC6A1,SLC6A15,SLC6A17,SLC7A14,SLC7A5P2_p1,SLC8A1,SLC8A2,SLC9A6,SLC9A7,SLCO3A1,SLITRK1,SLITRK4,SLITRK5,SMARCC2,SMG1P3,SMIM17,SMPD3,SMURF1,SNAP25,SNAP91,SNORD11,SNORD116-29,SNORD12,SNORD5A,SNTG1,SNX1,SOBP,SOCS7,SORBS1,SORCS3,SOX11,SOX14,SP4,SPAG17,SPAST,SPATA13,SPEG,SPINT2,SPOCK1,SPOCK2,SPOCK3,SRCIN1,SRGAP1,SRGAP3,SRRM3,SRRM4,SRSF12,SSBP3,SSH2,SSPO,SST,SSTR2,ST3GAL5,ST6GAL2,ST8SIA2,ST8SIA3,ST8SIA4,STEAP2,STIM2,STK32B,STMN2,STMN4,STOX2,STRIP1,STXBP1,STXBP5,SUGP2,SULT1A3_loc2,SULT1A4_loc1,SULT4A1,SUZ12P1_p1,SV2A,SV2B,SV2C,SVOP,SYBU,SYCP2L,SYN2,SYN3,SYNGR3,SYNJ1,SYNPR,SYP,SYT1,SYT13,SYT4,SYT6,SYTL2,TAC1,TAL1,TANC2,TAOK3,TARBP1,TATDN2,TBC1D24,TBC1D2B,TBC1D3,TBC1D32,TBC1D9,TCEAL2,TCEAL5,TCERG1,TCERG1L,TCF2,TENM1,TENM2,TERF2IP,TES,THEM4,THRA,THSD7A,TLL1,TLN2,TMCO3,TMEFF2,TMEM13,TMEM132B,TMEM151A,TMEM163,TMEM169,TMEM178B,TMEM196,TMEM229B,TMEM255A,TMEM35,TMEM57,TMEM59L,TMEM74B,TMOD2,TNFSF13B,TNK2,TNKS,TNRC6A,TNRC6C,TOX2,TOX3,TPD52L1,TPTE2P1_p1,TRHDE,TRIM2,TRIM46,TRIM58,TRIM67,TRIM9,TSC2,TSHZ2,TSIX,TSPAN7,TSPYL4,TTC14,TTC3,TTC3P1_p1,TTC9,TTC9B,TTLL7,TTN,TUBB2B,TUBB3,TULP4,TVP23C,UBASH3B,UBE2Q2,UBE2QL1,UBE2Z,UBN2,UBQLN2,UBXN2B,UCHL1,UGCG,UHRF1BP1L,UNC13A,UNC79,UNC8,USP32P1_p1,USP49,VASH2,VAV2,VAV3,VCAN,VGF,VHL,VPS53,VSNL1,VSTM2A,VWA5A,VWCE,WAC-AS1,WASF1,WASH2P_p1,WNK3,WNT7A,WT1-AS,XIST,XK,XKR4,XKR6,XPA,XPR1,YPEL2,YWHAG,ZBED6CL,ZBTB38,ZBTB43,ZC3H8,ZCCHC11,ZCCHC12,ZFHX2,ZFHX3,ZFHX4,ZFPM2,ZGLP1,ZMAT1,ZMIZ1,ZMYND8,ZNF248,ZNF264,ZNF28,ZNF318,ZNF32,ZNF354A,ZNF385D,ZNF462,ZNF471,ZNF663P,ZNF697,ZNF77,ZNF793,ZNF816,ZNRF1,ZYG11B STANDARD_NAME Manno_Midbrain_Neurotypes_hSert ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AATK,ABHD17A,ABLIM1,ABR,ACOT7,ACSL6,ACTL6B,ADAM22,ADCY1,AFF2,AK5,AKAP7,AKR1C1,AKR1C2,ANK2,ANKRD44,ANO8,AP3B2,APBA1,APLP1,ARRB1,ASB2,ASXL3,ATCAY,ATL1,ATP1A3,ATP2B2,ATP6V1A,ATP6V1G2-DDX39B_loc3,ATP6VA1,B9D1,BAALC,BAI1,BASP1,BEX1,BEX2,BEX5,BOP1,BRINP1,BRINP3,BTBD1,BTBD6,C1orf194,C1orf233,C22orf42,CA1,CACNA1A,CACNA1B,CACNA1C,CACNA1E,CACNA1G,CACNG8,CADM1,CALB1,CAMK2B,CAMK2N2,CASZ1,CBLN2,CCDC184,CCDC85A,CCSER1,CD2,CD47,CDH13,CDH8,CDK5R1,CDKL2,CDKN2D,CDRT4,CECR6,CELF3,CELF4,CELF5,CELF6,CGREF1,CHCHD1,CHD5,CHGA,CHGB,CHODL,CHRNA4,CHST1,CLCN4,CLVS1,CNGB1,CNIH2,CNTN1,CNTN4,CNTNAP4,COL5A2,COMTD1,CPEB3,CPNE4,CPNE5,CPNE7,CREG2,CRMP1,CRTAC1,CSRNP3,CTHRC1,CTXN2,CYP4X1,DACT3,DCX,DDC,DIRAS2,DMTN,DNAJC12,DNAJC5,DNAJC6,DNM3,DOK6,DPF1,DPYSL3,DYNC1I1,EEF1A2,EID2B,ELAVL2,EMID1,ENO2,EPB41L1,ERC1,ERC2,FAM134B,FAM155A,FAM19A1,FAM19A2,FAM19A5,FAM65B,FAM84A,FAR2,FBLL1,FBXL16,FEV,FGF13,FGF14,FKBP1B,FNDC9,FRMPD4,FRY,FSD1,GABBR2,GABRB1,GABRB2,GABRG1,GABRG2,GAP43,GARNL3,GATA2,GATA3,GATA3-AS1,GCH1,GCHFR,GDAP1L1,GFOD1,GLRA2,GLT8D2,GNAL,GNAO1,GNG2,GNG3,GOLGA7B,GOT1,GPC3,GPM6A,GPR12,GPR149,GPR176,GPR26,GPRASP1,GREM2,GRIA1,GRIA2,GRIA4,GRIK2,GRIN3A,GRIP2,GRM5,GRM7,GRM8,HBA1,HMP19,HPCAL4,HS3ST4,HS6ST3,HSPA12A,ICA1,IL27RA,INA,INHBA-AS1,JAKMIP1,JPH3,JPH4,KANK4,KCNC1,KCNIP4,KCNK3,KCNQ3,KCTD2,KIAA124,KIAA1244,KIAA1377,KIAA222,KIAA48,KIAA93,KIDINS22,KIF5C,KIFC2,KIRREL3,KIT,KLC1,KLHL29,KLHL32,KRT17,KSR2,L1CAM,LGI1,LHFPL3,LHFPL4,LINGO1,LMF1_loc1,LMTK3,LMX1B,LOC156159,LOC15676_loc2,LOC344967_p1,LONRF2,LPCAT4,LPIN2,LPPR2,LPPR3,LPPR4,LPPR5,LRFN5,LRP1B,LY6H,MAL2_p1,MAOA,MAP1B,MAP1LC3A,MAP2K4,MAP7D2,MAPK8IP2,MAPRE2,MAPRE3,MAPT_loc1,MARCH1,MAST1,MCF2,MCF2L,MEG3,MFSD6,MGAT4C,MINOS1-NBL1,MIR364,MLLT11,MMP24,MSANTD3-TMEFF1,MTURN,MTUS2,MYCBP2,MYO5A,NALCN,NAP1L3,NAP1L5,NAPB,NCAM1,NCDN,NCOA7,NDFIP1,NDRG4,NEGR1,NELL1,NFASC,NKAIN2,NOL4,NPTXR,NRXN1,NRXN2,NSG1,OLFM3,OPCML,OPTN,PAK6,PALM2,PAQR8,PCDH11X,PCDH19,PCDH7,PCDH9,PCDHA7,PCSK1N,PDE11A,PDZD7,PEG1,PEG3,PFKP,PGM2L1,PHACTR3,PI4KA,PIGZ,PITPNC1,PITRM1,PKIA,PLCB1,PLCH2,PLCXD3,PLXNC1,PNCK,PNMA2,PNMAL2,POU2F2,PPFIA2,PPFIA4,PPM1H,PPP2R2B,PRKACB,PRKAR1B,PRKAR2B,PRKCB,PRKCZ,PRRT2,PRRT4,PSD,PSD2,PTPRM,PTPRR,PWARSN,QDPR,RAB15,RAB24,RAB3B,RAB9B,RALGDS,RALYL,RASA4,RASGRP2,RBFOX1,RBFOX2,RBFOX3,RBMS3,REEP1,RFPL1S,RGS17,RIMBP2,RIMS1,RIMS2,RIMS4,RNF112,RNF175,ROBO2,RPARP-AS1,RTN1,RUFY3,RUNDC3B,SAMD14,SBK1,SCG2,SCG5,SCN2A,SCN3A,SCN3B,SCN7A,SCN9A,SEMA3C,SEPT6,SERINC1,SERPINI1,SEZ6,SEZ6L2,SH3BP5,SH3GL3,SH3KBP1,SHANK3,SLC12A5,SLC18A2,SLC22A17,SLC24A3,SLC35F3,SLC37A1,SLC4A1,SLC4A3,SLC4A8,SLC6A1,SLC6A15,SLC6A4,SLC7A14,SLC8A2,SLC9A6,SLITRK1,SLITRK4,SMARCD3,SMIM17,SMIM18,SMPD3,SNAP25,SNAP91,SNCA,SNCG,SNORD116-29,SNX1,SORCS3,SOX1,SOX14,SPINT2,SPOCK1,SPOCK2,SPOCK3,SRRM4,SSTR2,ST8SIA3,STMN2,STMN4,STXBP1,SVOP,SYBU,SYN2,SYNGR3,SYP,SYT1,SYT13,SYTL2,TAC1,TARBP1,TENM2,THRA,THSD7B,TMEM13,TMEM14A,TMEM151A,TMEM169,TMEM178B,TMEM2A,TMEM35,TMEM59L,TMOD2,TNS1,TPH2,TPPP,TPTE2P1_p1,TRIM46,TRIM67,TRPV2,TSHZ2,TSPAN7,TTC9B,TUBB2A,TUBB3,TUBB4A,UBE2E2,UCHL1,UNC79,USP27X,VAT1L,VGF,VSNL1,VSTM2A,XKR6,XPR1,YPEL2,YWHAG,YWHAH,ZC2HC1A,ZCCHC12,ZFHX2,ZFHX3,ZNF32,ZNF385D STANDARD_NAME Manno_Midbrain_Neurotypes_hOMTN ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 27716510 PUBLICATION_TITLE Diversity of Midbrain Development in Mouse, Human, and Stem Cells AUTHORS La Manno G,Gyllborg D,Codeluppi S,Nishimura K,Salto C,Zeisel A,Borm LE,Stott SRW,Toledo EM,Villaescusa JC,L�nnerberg P,Ryge J,Barker RA,Arenas E,Linnarsson S GEOID GSE76381 EXACT_SOURCE Table S2. Binarized Genes Across Cell Types, Related to Figure 1: Human Embryo EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Cell types are named using anatomical and functional mnemonics prefixed by �m� or �h� to indicate mouse and human respectively: OMTN, oculomotor and trochlear nucleus; Sert, serotonergic; NbM, medial neuroblast; NbDA, neuroblast dopaminergic; DA0-2, dopaminergic neurons; RN, red nucleus; Gaba1-2, GABAergic neurons; mNbL1-2, lateral neuroblasts; NbML1-5, mediolateral neuroblasts; NProg, neuronal progenitor; Prog, progenitor medial floorplate (FPM), lateral floorplate (FPL), midline (M), basal plate (BP); Rgl1-3, radial glia-like cells; Mgl, microglia; Endo, endothelial cells; Peric, pericytes; Epend, ependymal; OPC, oligodendrocyte precursor cells. RAW_PUBLICATION_MEMBERS AATK,ABCA3,ABCC8,ABLIM1,ACOT7,ACSL4,ACTL6B,ACVR1B,ADAM22,ADCY1,ADCY2,AHNAK2,AKR1C1,AKR1C2,ALCAM,AMY1A_loc1,ANK2,ANK3,APC2,APLP1,ARG2,ASNS,ATCAY,ATL1,ATP11C,ATP1A3,ATP2B1,ATP2B2,ATP6V1A,ATP6V1G2-DDX39B_loc3,B4GALNT1,BACH2,BAI3,BASP1,BEX1,BEX2,BEX5,BRINP2,BSN,BZW2,C11orf87,C17orf75,C1orf35,C1QL2,C4orf48,CACNA1C,CACNB3,CACNG2,CADM1,CADM3,CAP2,CASZ1,CCDC112,CCDC184,CD2,CD24,CECR6,CELF3,CELF6,CELSR3,CEND1,CHGA,CHN2,CHRM2,CHRNA3,CHRNB4,CLCN4,CLUL1,CLVS1,CNST,CNTN2,CNTN4,CNTNAP2,CNTNAP4,CORO2A,CPEB3,CPNE8,CRMP1,CRNDE,CSMD3,CTNNA2,CTXN2,CTXN3,CXADR,CYP4X1,DACH1,DBH,DCX,DGCR6,DLC1_loc1,DMTN,DNAJC6,DNM1,DNM3,DOCK4,DOK4,DOK5,DOK6,DPYSL3,DTD1,DUSP26,ECEL1,EDIL3,EEF1A2,ELAVL2,ELAVL3,ELAVL4,ELOVL4,ENO2,EPB41L1,EPHA3,ESRRB,ESRRG,ETFB,EYA1,FABP6,FADS3,FAIM2,FAM131B,FAM155A,FAM196A,FAM57B,FAR2P2,FAXC,FGF1,FGF13,FGF9,FNBP1L,FNDC5,FNDC9,FRY,FSD1,FSTL5,GABRA5,GABRG2,GAP43,GARNL3,GDAP1,GDAP1L1,GLRA2,GLRX,GNAL,GNG2,GNG3,GPC2,GPR123-AS1,GPR155,GPR176,GPR85,GPRIN1,GREM2,GRIA4,GRIK1,GRM1,GSG1L,HCN3,HMGCLL1,HSPA12A,HTR3A,INA,INHBA-AS1,IRX3,ISL1,ISL2,JPH3,JPH4,JUP,KCNH8,KCNMA1,KHDRBS3,KIAA117,KIAA1244,KIAA1598,KIAA93,KIF21A,KIF26A,KIF3A,KIF5C,KIFAP3,KIFC2,KLC1,L1CAM,LCOR,LHX4,LINC599,LINC682,LINC693,LINGO1,LOC11929563,LOC1287592,LOC157194,LOC283731,LOC642366,LPPR2,LPPR4,LRFN5,LRRN3,LRRTM2,LYST,LZTS1,LZTS3,MAB21L2,MAP1B,MAP1LC3A,MAP2,MAP3K13_loc1,MAP3K9,MAP4,MAP6,MAP7D2,MAPK6,MAPRE3,MAPT_loc1,MAST1,MCF2,MCF2L,MDGA2,MEG3,MGAT5,MIR218-2,MIR7-3,MLLT11,MMP24,MPP2,MPP3,MSANTD3-TMEFF1,MT1F,MYO5A,MYT1,N4BP3,NAPB,NEFL,NEFM,NEIL1,NELL1,NELL2,NETO1,NFASC,NIPA1,NLN,NMNAT2,NRP2,NSG1,NTRK1,NYAP1,OCIAD2,OGDHL,OLFM1,OSBPL6,P2RX3,PAFAH1B3,PCBP4,PCDH7,PCDH9,PCDHA7,PDE1B,PDP1,PEX5L,PFKM,PHACTR3,PHF21B,PHOX2A,PHOX2B,PIANP,PID1,PLCB1,PLCL1,PLCXD3,PLXNA3,PLXNA4,PMFBP1,POU6F2,PPFIA2,PPP2R2B,PPP2R2C,PRKACB,PRKAR2B,PRMT8,PRPH,PRRT2,PSD2,PTPN2B_loc1,RAB11FIP4,RAB15,RAB3A,RAB6B,RAB9B,RAPGEF5,RAPH1,RASA4,RBFOX1,RBFOX2,RBMS3,RCOR2,REEP1,RELN,RHOU,RIMBP2,RIPPLY2,RNF157,RNF165,RNF27,RTN1,RUFY2,RUNDC3A,RUNDC3B,RUSC1,RXRG,SCG5,SCN3A,SCN8A,SCN9A,SCRT2,SEMA3A,SEMA3C,SEMA3D,SEMA3E,SEMA4D,SEMA6D,SEPT3,SEPT6,SEZ6L2,SH3PXD2A,SHROOM2,SIM2,SLC18A3,SLC1A4,SLC38A1,SLC4A8,SLC5A7,SLC6A15,SLIT3,SLITRK1,SLITRK4,SMAP2,SMPD3,SNAP25,SNCA,SNCB,SNCG,SNORA8E,SNORD116-1,SNORD116-24,SNX1,SP5,SPINT2,SPOCK3,SRL,SRRM3,SRRM4,SST,ST18,ST8SIA3,STAC,STMN1,STMN2,STMN3,STMN4,STXBP1,STXBP5,SULT4A1,SV2C,SVOP,SYN3,SYP,SYT2,SYT4,SYT7,TAGLN3,TCEAL5,TENM2,TENM3,THSD7B,TIGD3,TLE4,TLN2,TMEM169,TMEM255A,TMEM55A,TMEM59L,TMOD2,TMSB1,TMX4,TRHDE,TRIM36,TRPV2,TSPAN7,TSTD1,TTC9B,TUBA1A,TUBB2A,TUBB2B,TUBB3,UBE2QL1,UCHL1,UNC79,VAT1L,VGF,VSTM2A,VSTM2L,XKR4,ZC2HC1A,ZFHX3,ZMAT4,ZNF33B STANDARD_NAME Zhong_PFC_Major_Types_Astrocytes ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SPARCL1,CST3,AGT,CLU,CXCL14,TNC,ALDOC,ATP1A2,APOE,AQP4,SLCO1C1,MT1E,BTBD17,MLC1,HOPX,CLDN10,S100A16,MFGE8,S1PR1,PON2,ATP1B2,CD9,MT3,S100A13,TSC22D4,RAMP1,BCAN,ID1,SLC1A3,EDNRB,PPAP2B,PTN,ADORA2B,TTYH1,SPON1,F3,KCNE5,LYN,RAB31,FBLN2,PSAT1,DIO2,HES5,LINC00943,SLC4A4,SLC15A2,GDPD2,SLC1A2,CCDC80,LGALS3,EEPD1,LRRC17,GRM3,MT2A,TFPI,ANOS1,FLJ46906,PMP22,GJA1,RAMP3,PAQR8,EFNA1,ACSBG1,PRSS35,GATSL3,HAPLN1,HAPLN3,GFAP,FAM107A,PRODH,SLC25A18,GATM,CD82,NCAN,GLUD1,PLTP,ADGRG1,SLC9A3R1,SLC39A12,TRIM47,PEA15,LRRC3B,DTNA,LRIG1,NKAIN4,VEPH1,PTPRZ1,BMP7,LITAF,ITM2C,DBI,SFXN5,DBX2,CSPG5,CPNE5,GPM6B,TIMP3,SLC38A3,GPR37L1,KCNJ10,EFHD2,C8orf4,LGI1,SLC13A5,NPNT,RIT2,SLC1A4,SPRY1,VCAM1,GLUL,ADCYAP1R1,CDC42EP1,DCN,RFX4,GNG7,SIRPA,PDGFRB,LRRC10B,LRP4,PLEKHB1,RGCC,ADD3,ZFP36L2,LGALS1,METTL7A,RGS20,LIX1,RHOC,AK4,NT5E,MMD2,LGALS3BP,PDLIM5,HEY1,SASH1,SOX9,BDH2,CBR1,SEZ6L,SELENBP1,STON2,AIF1L,PHACTR2,ID4,SLITRK2,PDPN,SERPINE2,TM7SF2,LAMB2,GNG12,ARNTL,KIAA1161,GNG11,B2M,HES4,TIMP1,FAM84B,WSCD1,LRRTM3,RGMA,DAG1,PDLIM3,DDAH1,HADHB,TRIL,FABP7,FAM181B,GPX3,TBC1D10A,PPP1R16A,HNMT,OAT,LINC01351,ALPL,MYO10,ARHGEF26,RASSF4,LUZP2,ELOVL2,BMPR1B,ELOVL5,IL33,C2orf72,P4HA1,ETV5,ATP13A4,ROBO3,PHGDH,FERMT2,SYPL1,MAGT1,MRC2,ANXA5,CDC42EP4,ETV1,C1orf61,NDRG2,PLCD1,DHCR7,PREX1,CYP51A1,IFITM3,ABHD3,IGFBP4,SCD,PNPLA3,HLA-C,OLFM2,PHYHIPL,MSMO1,NOTCH2,MEIS1,PBXIP1,ENHO,TRIB2,CA12,HLA-A,FAT1,ALDH6A1,PRCP,RAB34,SNX5,GPR137B,C3orf70,PLAGL1,CD63,HLA-B,ADGRB1,CNN3,HTRA1,NOTCH3,DNER,IFI27L1,TEX264,HSD17B12,ACSL6,TTYH2,TECPR2,SOX8,ID2,SPATA6,TCF7L2,NTRK2,GPRC5B,SDC3,YIF1A,GULP1,ITPR2,TP53I3,IDI1,COMT,PLIN3,TSPAN7,RAP1GAP,BRINP3,ALCAM,LRRN3,MGLL,QKI,HES1,CRYL1,HSPB1,VIM,SEMA6D,THBS3,SPRY2,MASP1,TSPAN3,PRR5,ITGAV,ZFYVE21,EFEMP2,BCHE,LIFR,NLGN3,SLC3A2,TNFRSF19,CBS,SCRG1,FXYD1,SOX2,DDR1,UBL3,RCN1,LEPROT,EMC2,GNG5,DOK5,CAMK2G,JUN,ABCD3,SHISA4,GNPTG,SNX3,LINC00998,SOAT1,FADS2,HMGCS1,B3GALTL,TMEM132B,SERPINB6,SLC6A1,ELN,ZFP36L1,BBS2,FABP5,PLEC,APBB2,KLHDC8A,DCXR,DARS,LIPA,P3H4,S100B,PTTG1IP,SEMA6A,ABAT,BCAP29,DKK3,CTSL,C1orf122,GRB14,TSPAN6,AASS,G6PC3,TOR1AIP1 STANDARD_NAME Zhong_PFC_Major_Types_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS NEUROD6,SLA,CSRP2,IGFBPL1,NEUROD1,RBFOX1,PPP2R2B,NEUROD2 STANDARD_NAME Zhong_PFC_Major_Types_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DLX5,DLX1,PLS3,GAD2,DLX2,ERBB4,CXCR4,GAD1,LHX6,SOX2-OT,PDE4DIP,NRXN3,MAF,ARX,CELF4,MEF2C,INA,MEG3 STANDARD_NAME Zhong_PFC_Major_Types_Microglia ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CCL3,AIF1,C3,CCL4,SPP1,C1QB,P2RY12,CX3CR1,RGS1,VSIG4,CSF1R,C1QA,LAPTM5,TYROBP,TREM2,FOLR2,FCER1G,FCGR3A,BHLHE41,P2RY13,FCGRT,PLD4,CD53,LTC4S,TMEM52B,RGS10,FCGR1A,CH25H,FPR1,IGSF6,C1QC,ALOX5AP,SLCO2B1,LY86,C10orf54,OLFML3,A2M,ADAP2,ARHGDIB,GPR34,SRGN,LST1,ITGB2,S100A11,PTAFR,CD68,LOC101929497,ZFP36,APOC1,CD14,MNDA,SAMSN1,FYB,CYBB,TLR4,ADAM28,APBB1IP,CD74,CD84,PDK4,PYCARD,TMEM173,SERPINF1,CTSC,CD36,RNASET2,PTPRC,MS4A7,HPGDS,HLA-E,GPR183,DAB2,HTRA1,VAMP8,CRYBB1,NINJ1,LCP1,LILRB4,TMIGD3,CPVL,HCK,HCST,FCGR2A,ADORA3,LOC284454,IFNGR1,IRF8,LPAR6,LPAR5,ACY3,CEBPD,SFMBT2,OLR1,SIGLEC10,ABCG2,FCGR1B,BTG2,CSF3R,CREG1,IL6R,CD37,MKNK1,GADD45B,CTSS,LGMN,PLEK,MERTK,IER3,SELPLG,PLXDC2,JUNB,LAT2,LY96,GMFG,NEAT1,TMEM119,GAL3ST4,IFI30,DOCK8,CTSB,TBXAS1,IKZF1,C2,ARPC1B,GSN,CYBA,C3AR1,BIN2,NPL,SLC7A8,MGST2,STAB1,APOE,ADRB2,RNASE6,SIGLEC8,INPP5D,TNFRSF1B,SGK1,BIN1,DHRS3,FCGR1C,CEBPA,DHRS9,RHBDF2,ABI3,IL13RA1,GRN,ZMYM6NB,FAM105A,GIMAP4,RGS19,PDGFB,CD300A,CXCL16,EGR2,MRC1,CD86,PLVAP,CD4,TPP1,IFITM2,SYNGR2,ITGAX,PLA2G7,ZFP36L1,IFI16,HAVCR2,SYK,MILR1,CTSD,GGTA1P,MPEG1,ITGAM,SAT1,CCR1,SLC7A7,KLF2,FOSB,B2M,POLD4,LOC100506388,KIAA0226L,P2RX4,LINC00996,CMTM7,SERPINA1,EVI2A,EGR3,AOAH,GYPC,TLR10,OAS1,LHFPL2,BST2,MYO1F,CYTH4,TMIGD2,TLR7,IL6ST,ITM2B,DOCK2,NPC2,PTPN6,ASAH1,LAIR1,C12orf75,CTSL,PTGS1,TAL1,NCF4,TNFAIP8L2,RHOG,GM2A,DUSP1,TMC6,LIPA,IL10RA,SP100,SLC15A3,C10orf128,XBP1,UCP2,LINC01094,LINC00936,ELF1,RBMS1,GAS6,TNFRSF1A,ZFP36L2,SLC29A3,RUNX1,MGAT4A,CD83,HLA-B,IL16,PARVG,ATP8B4,RIN2,GPSM3,HCLS1,OSTF1,NAGA,PALD1,IGF1,IL17RA,MAN2B1,KCTD12,TFEC,GLIPR1,HIST1H1C,RAB32,SASH3,BLNK,RAB3IL1,IGFLR1,ARHGAP9,LRMP,AP1B1,SOCS6,SORL1,TAGAP,FLI1,ENTPD1,SIRPA,ANXA4,FTL,EGFL7,TLN1,VAV1,IPCEF1,MAF,CECR1,SLC9A9,C5AR1,PTPRE,FES,RCSD1,CNPY3,NR4A2,WASF2,NR4A1,LYN,FAM78A,FOS,ANXA11,FGD2,CASP1,GNB4,OTUD1,SMAP2,IER2,TMBIM1,LPCAT2,MFSD1,LIMS1,ALOX5,WDR91,RB1,PLTP,PPT1,ARHGAP4,RHOB,CYFIP1,RNF135,EGR1,B3GNT5,RNF213,GPX1,STOM,DPP7,SERPINB6,PLCB2,JUN,MYLIP,CCND1,FMNL3,SWAP70,HVCN1,ITPR2,PAG1,CCL4L2,HSPA1B,RYR1,CD81,NABP1,NR3C1,HEXB,NCKAP1L,RAB29,CPED1,SALL1,MGAT1,RCN3,STXBP2,SCAMP2,AXL,MYH9,HERPUD1,PLA2G15,GNG7,COLGALT1,GAA,BLVRB,SH2B3,RGS2,DNAJB1,CD164,REEP4,TCIRG1,MYL12A,PDPN,CORO1A,PRR13,HLA-C,P3H2,LYST,RASSF4,HSPA1A,RPS6KA1,NFKBIA,MBNL1,SLC29A1,ADAM9,PSAP,CREBL2,ZFHX3,ARRB2,RNF130,GNAI2,CMTM6,JAG1,TAPBP,LOC100996255,NAIP,GATM,APPL2,CTSA,SESN3,MIS18BP1,APLP2,MANBA,SPRED1,ABHD12,TIMP2,TM6SF1,GGA2,CAPZB,TGOLN2,LAMP1,LPIN2,HEXA,LAMP2,MAST3,ANXA5,ACTR2,ARHGAP12,ITM2C,METTL7A,ATP6V0E1,BRI3,FRMD4A,SFT2D1,NAA20,PPP1R18,MED12L,MPP1,PFN1,RAPGEF6,ATM,GPN3,LINC00998,MSN,RAB31,NRIP1,KLF6,DNPH1,WAS,C20orf27,TSC22D3,GLUL,RNF13,GSTK1,SCAF11,PSMB10,DOCK4,CD63,MEF2A,CAP1,NEU1,FAM96A,TACC1,GALNT1,PLD3,GNG5,VMP1,SIPA1L2,TPT1 STANDARD_NAME Zhong_PFC_Major_Types_NPCs ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS UBE2C,AURKB,HMGB2,PTTG1,CCNB2,NUSAP1,CDC20,HES1,NUF2,BIRC5,CENPF,FAM64A,GTSE1,CCNB1,CKS2,CDKN3,CDCA3,TOP2A,RRM2,CDK1,KIAA0101,CKAP2L,MAD2L1,SMC4,TPX2,MKI67,ZWINT,DLGAP5,PRC1,C21orf58,SFRP1,CLSPN,NDC80,VIM,ATAD2,SPC25,PAX6,CKS1B,KIF2C,CENPU,SGOL2,PBK,CENPM,CENPN,CCNA2,SFRP2,H2AFX,ASPM,KIF15,FBXO5,KIF23,GMNN,MCM3,KNSTRN,HSPB1,HJURP,GINS2,MIS18BP1,UBE2T,MCM2,APOLD1,GLI3,CDCA5,BUB1,CKAP2,DACH1,TACC3,KPNA2,SGOL1,HMGN2,KIF11,PHGDH,SPAG5,CENPW,SOX3,ANP32E,ITGB3BP,UHRF1,PCNA,OIP5,CENPK,ORC6,PRR11,RPA3,BTG3,HELLS,CLIC1,MCM5,C19orf48,CDON,EMX1,SMC2,MFAP2,CNTLN,MELK,TAGLN2,TGIF1,KIF22,CREB5,FEN1,MCM4,HIST1H4C,GNG5,ID4,MCM7,IGF2BP1,H2AFZ,RNASEH2A,DEPDC1B,EMX2,CDCA4,RCN1,RRM1,OTX1,SNRPB,DHFR,LDHA,TUBB4B,DTYMK,WDR34,H2AFV,MCM6,TUBA1B,EOMES,CDCA7,TMEM98,EFNB1,PAICS,NOTCH1,SOX9,PLIN2,ZFHX4,HMGB3,PPAP2B,RPS27L,UCP2,DUT,HAT1,FAM60A,TMPO,MDK,BUB3 STANDARD_NAME Zhong_PFC_Major_Types_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Major Cell Types EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS APOD,OLIG1,PDGFRA,SCRG1,S100B,PMP2,GPR17,SOX10,OLIG2,COL20A1,PLAT,FIBIN,PLLP,ARC,NKX2-2,BCAN,BCHE,COL9A1,ARL4A,OMG,RAMP1,CA10,ANGPTL2,PCDH15,C8orf46,SIRT2,CD9,NKAIN4,DUSP6,EDNRB,KANK1,SEMA5A,LIMA1,LUZP2,RAB31,EPN2,SOX8,SPRY4,BRINP3,CNP,SPATA6,PLEKHB1,LHFPL3,SLITRK2,GRID2,TSC22D4,C2orf80,EPB41L2,SCN1A,TRIB2,PDE4B,DBI,MMP2,LRRC4C,SPRY1,RHOC,MT3,SERPINE2,SOX6,CD82,CNTN1,ITGB8,ETV5,ETV1,CSPG5,SPARC,NOVA1,PON2,LMF1,CST3,RFTN2,ITM2C,PTPRZ1,CADM2,ANXA5,TSPAN7,GATM,B2M,TTYH1,PTN,PPAP2B,GPM6B,NXPH1,GNG7,ALCAM,PSAT1,SLC35F1,CD63,SEZ6L,SCD5,LSAMP STANDARD_NAME Zhong_PFC_C7_oRG_undergoing_Neuronal_Differentiation ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABHD6,ACYP2,ADGRG6,ADRA2A,AGPAT3,ARPP21,ATAD2B,C8orf34,CACNG8,CEP126,CHL1,CPTP,CRYM,DLG2,DNAL4,DOCK4,DPP6,DYNC1I1,ENC1,EPHA3,EPHB1,ESYT2,FGF9,GAREM,GLRA2,GRIA2,GUSBP11,HSPA12A,IQGAP2,KRT31,LEMD2,LHFPL4,LINC00599,LNX1,LONRF2,LRRC8B,MAP6,MAPT,MEF2C,MEGF8,MIAT,MLLT3,MLLT4-AS1,MNT,MTURN,MYT1L,NDRG1,NEUROD2,NIN,NTM,PTPRD,RBFOX1,RNF213,RUNX1T1,SATB2,SCD5,SEMA3C,SERP2,SH3PXD2A,SHC2,SLA,SNAP91,SORL1,SRGAP1,TMEM132B,TNIK,TTC14 STANDARD_NAME Zhong_PFC_C8_oRG_Proliferating ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANXA2,ARL6IP1,ASPM,AURKA,BIRC5,BUB1,BUB1B,CCDC34,CCNA1,CCNB1,CCNB2,CDC20,CDCA3,CDCA8,CDKN3,CENPA,CENPE,CENPF,CEP70,CKAP2,CKS2,CRNDE,CRYZ,DCXR,DEPDC1B,EMP3,GAS2L3,HSD17B11,ITGB1BP1,KIF18A,KIF20A,KNSTRN,LGALS1,MT2A,MZT1,NEK2,NMU,NOTCH2NL,NUSAP1,ODF2,OIP5,PLIN3,PLK1,PRC1,PRR11,PSRC1,PTTG1,RACGAP1,RP2,SFRP2,SGOL2,SHCBP1,SMTN,TACC3,TMEM256,TPX2,TROAP,TUBA1C,TUBB4B,TUBB6,TXNDC12,UNC50 STANDARD_NAME Zhong_PFC_C9_oRG_Other ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ATP1A2,ATP1B2,AXL,BCAN,BMP7,C8orf4,CDC42EP1,CDO1,CLU,COL11A1,CRYL1,CST3,CXCR4,DBI,DKK3,EEPD1,ENHO,ETV5,F3,FABP5,FABP7,FAM107A,FOLH1,GATM,GNG12,GPM6B,GPX3,HOPX,ID2,IFI27L2,ITGB8,ITM2C,KIAA1161,LGALS3,LIFR,LINC00943,LITAF,LRRC3B,MEST,MFGE8,MGST3,MLC1,MOXD1,MT3,NDN,NDP,NDRG2,NFE2L2,NOTCH2,NRG1,NSDHL,NTM,OAT,PDLIM3,PDPN,PEA15,PPAP2B,PSAT1,PTN,PTPRN2,PTPRZ1,S100A13,S100A16,SAT1,SC5D,SCRG1,SEL1L3,SEPW1,SLC1A3,SLC9A3R1,SLCO1C1,SNX5,SPARC,STOM,TAGLN2,TKTL1,TMEM132B,TMEM9B,TNC,TSPAN7,TSPO,TTYH1,TUBB2A STANDARD_NAME Zhong_PFC_C3_Unknown_INP ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS APOLD1,BIRC5,BUB1,CCDC112,CCNA2,CCNB2,CDCA2,CDCA8,CDK1,CDKN2C,CENPE,CENPF,CKAP2L,CNR1,DLGAP5,ECT2,FAM83D,HIST1H2BH,HJURP,HYLS1,INSM1,KIF23,KPNA2,MXD3,NCAPH,NDC80,NEUROD4,NMU,NUF2,PENK,PPP1R17,PRC1,SGOL1,SKA1,SPC25,TPX2,UBE2C,UBE2T STANDARD_NAME Zhong_PFC_C4_Unknown_INP ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACTR10,ARHGEF26,ARL4D,ASCL1,ATG3,ATP6V0E2,BBS10,BRD7,C19orf12,C21orf59,C8orf59,CADPS,CIR1,COA1,COMMD9,COX17,DANCR,DDIT4,DENND1B,DLL3,DOCK7,DPF2,DYRK4,EBF2,EIF2S1,ELAVL4,ELP6,EOMES,EXOSC1,GADD45G,GMIP,GNL3,HSPA1A,HSPA1B,HSPA5,INO80C,KIN,KLHDC8A,LDB1,LOC441178,MEST,MFNG,MPHOSPH10,MRPL42,MRTO4,MTHFD2,NELL2,NEUROG1,NFATC3,NHLH2,NKAIN3,NUMBL,OCIAD2,P2RX5-TAX1BP3,PCBP4,PHF21B,PHLDB2,POLR2H,POLR2L,PRMT9,PSMC6,PSMG1,RGS16,RNF138,RPAP2,RPAP3,RSBN1,S100PBP,SERINC2,SERPING1,SLC4A7,SLC6A15,SNHG8,SOCS4,SUPT16H,SVIL,SYP,TAGLN3,TCP10L,TIMM50,TTF1,UBAP2,UBE2I,ZBED8,ZFP82,ZIC2,ZNF254,ZNF43,ZNF605 STANDARD_NAME Zhong_PFC_C5_BCL11B_CALB2_pos_INP ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANK3,ATP2A2,BCL11B,CALB2,CELF4,CNIH2,CNTNAP2,GAP43,KAT6B,KIF21B,LZTS1,NAV1,NEUROD6,NHLH1,RUNDC3A,ST18,THSD7A,TP53I11,TSPAN18,XPR1,YWHAG,ZBTB18 STANDARD_NAME Zhong_PFC_HES1_pos_C1_NPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS HES1,HEY1,HMGA2,LIX1,MCM3,ZFP36L1 STANDARD_NAME Zhong_PFC_C2_Unknown_NPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: NPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AMBN,ARHGAP11A,ARL6IP1,ASPM,AURKA,AURKB,CALB2,CCNA2,CCNB1,CCNB2,CDC20,CDC25B,CDCA2,CDCA3,CDCA8,CDKN3,CENPE,CENPF,CEP70,CIT,CKAP2L,CKS2,CNOT7,DCXR,DEPDC1,DLGAP5,DNALI1,FAM83D,G2E3,GTSE1,HJURP,ITCH,KDM4A,KIF20A,KIF22,KIF2C,KIF4A,KNSTRN,KPNA2,LDHA,LOC100288637,MFAP2,MIS18BP1,MKI67,MZT1,NCAPD2,NDC80,NDE1,NDST4,NEIL3,NEK2,NUSAP1,OIP5,PHF19,PIF1,PLK1,PRR11,PSRC1,PTTG1,RACGAP1,RANGAP1,REEP4,SGOL2,SPAG5,SPDL1,TACC3,TOP2A,TPX2,TRIM59,TROAP,TTK,TUBA1C,TUBB4B,TUBB6,UBE2C,ZNF649 STANDARD_NAME Zhong_PFC_C1_NEUROD1_pos_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Excitatory neurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABRACL,AKT3,ARL4D,C21orf59,CADPS,CALB2,CGA,CNTNAP2,DDIT4,EPHA7,FEZF2,HEY1,HPCA,HSPA1A,MYO6,NEUROD1,NHLH1,NHLH2,NRN1,NXPH4,PCDH9,PTPRK,SNCB,ST18,THSD7A,ZFPM2 STANDARD_NAME Zhong_PFC_C2_SOX5_BCL11B_pos_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Excitatory neurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ARG2,BCL11B,CAV1,CDH7,CNIH1,CNTNAP2,CRYM,EIF1AY,FXYD7,HSPA1A,IGFBP5,LDHA,LINC00643,LMO3,LMO7,LSAMP,MASP1,MGLL,PDE1A,PRKY,RPS4Y1,SERPINI1,SHISA2,SOX5,SSBP2,ST18,THSD7A,TTTY15,VSNL1 STANDARD_NAME Zhong_PFC_C6_PLXNA4_pos_Excitatory_Neuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Excitatory neurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CCBE1,EIF1B,GNAL,LINC01102,PLXNA4,SCG2,SRM STANDARD_NAME Zhong_PFC_C1_DLX5_pos_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Excitatory neurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS BTG1,DLX5,DLX6-AS1,PDZRN3,PRKCA,RDX,SCGN STANDARD_NAME Zhong_PFC_C3_PROX1_CCK_pos_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Interneurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AP1S2,ARL4C,CALB2,CCK,CNR1,DLX1,KITLG,PDZRN3,PROX1,SCGN,VSTM2A STANDARD_NAME Zhong_PFC_C6_DLX5_GAD1_GAD2_pos_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Interneurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACKR3,ARRDC3,ARX,BRINP2,DLX2,DLX5,ERBB4,GAD1,GAD2,ID2,MAF,NXPH1,PDE4DIP,PFN2,RBP1 STANDARD_NAME Zhong_PFC_C7_SST_LHX6_pos_Putative_Migrating_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Interneurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACKR3,ARL4D,ARX,BRINP2,CXCR4,GAD1,GAD2,LHX6,MAF,NXPH1,PAM,PDZRN4,RBP1,SST STANDARD_NAME Zhong_PFC_C8_Unknown_NEUROD2_pos_Interneuron ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Interneurons EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABLIM1,ACTN2,ADCYAP1R1,ALCAM,ARHGAP23,AUTS2,B3GAT1,B4GALT2,BHLHE22,CACNA1A,CACNG8,CALN1,CAMK2N2,CAPNS1,CCBE1,CEP126,CHD5,CNTN1,CNTN3,COPRS,CPE,CRYM,CSRP2,DEAF1,DNAJB2,DOCK9,DOK5,DTX1,DTX4,DUSP23,EEF1A2,EPHB6,FABP3,FAM49A,FASN,FBXW7,FOXP1,GAP43,HIVEP2,IGSF21,JAG2,KBTBD11,KHDRBS3,LHX2,LPL,LPPR1,MAP6,MAPK11,MAPK8IP2,MT3,MVD,NCALD,NECAB1,NELL2,NEUROD2,NEUROD6,NPY1R,NTRK2,PALM,PDXP,PENK,PHYHIP,PIK3R1,PLXNA4,POU3F2,PPFIA3,PTPRK,R3HDM1,RBFOX1,RGS11,SCD,SEMA3C,SLA,SMARCA2,SPOCK1,SRM,STK32B,SYNGR3,SYT4,SYT7,UNC13A,USP32P1,USP32P2,VSTM2L STANDARD_NAME Zhong_PFC_C1_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: OPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TOP2A,NUSAP1,AURKB,CDC20,CCNB2,PRC1,PLK1,CCNB1,NUF2,UBE2C,KIF2C,ASPM,TPX2,CENPF,CDCA3,TUBB6,CKAP2L,CKS2,MXD3,GTSE1,TUBA1C,CDK1,NDC80,FAM64A,PBK,KIF23,NMU,KPNA2,MKI67,DLGAP5,PTTG1,CDKN3,CCNA2,BIRC5,TROAP,KIF14,BUB1B,HMGB2,KNSTRN,SMC4,NCAPH,CENPE,PRR11,TTK,KIF20A,NEK2,H2AFX,CDCA8,CDC25C,MELK,C21orf58,TACC3,RRM2,CENPM,MIS18BP1,CENPA,KIF11,LGALS1,ECT2,ARHGAP11A,SPC25,PSRC1,BUB1,CDKN2C,SGOL2,FBXO5,GAS2L3,CDCA5,HJURP,DEPDC1,AURKA,CASC5,SGOL1,FOXM1,ZWINT,CDC25B,CCDC18,UBE2T,CKAP2,EMP3,KIF18A,HIST1H4C,NCAPG,SFRP2,SKA3,IQGAP3,CCDC150,TUBB4B,CHEK2,AAMDC,KIAA0101,CENPU,APOLD1,ANLN,OIP5,RTKN2,DEPDC1B,MAD2L1,TDP1,UBE2S,FAM83D,SMC2,RFC3,CDCA4,AK9,MT2A,CENPN,RAD51,LRR1,SPAG5,TRIP13,POLA2,MND1,PLK4,KIF4A,TUBA1B,HYLS1,NCAPD2,ARL6IP1,ARHGEF39,RAD51AP1,DTYMK,HMMR,SKA1,TUBGCP3,ASF1B,DIAPH3,USP1,FANCD2,CDCA2,G2E3,CENPK,CCDC34,VRK1,TMPO,TGIF1,CENPW,KIF20B,TK1,ESCO2,PHF19,BUB3,ATAD2,RNF26,KCNE5,SPDL1,CARD8,CKS1B,RFWD3,EMC9,DHFR,KIAA0586,CEP55,MNS1,HMGN2,NRAV,REEP4,BRCA1,KIF15,KIF22,ACTN1,HSD17B11,H2AFZ,KIFC1,NUP37,RNASEH2A,LOC100288637,SHCBP1,CCNY,CEP135,HMGB3,SFR1,S100A16,PCNA,CEP152,ESPL1,QSER1,C2orf69,NRM,BARD1,FAM111A,KIAA1524,LOC100506844,SCARA3,RACGAP1,CCNF,PARPBP,RHEB,FEM1C,VIM,ANP32E,H2AFV,ORC6,UHRF1,SETD8,PDLIM3,CDC42BPA,DDIAS,CKAP5,POLQ,CENPC,CKB,SCLT1,HMGN5,DSN1,WDR34,NCAPG2,NDC1,KIF18B,GUSB,TMEM106C,GMNN,NUDT1,CHTF18,ASH2L,BTG3,MAP2K2,POC1A,HAUS6,MTFR1,PIF1,ITGB3BP,PPIF,CDK5RAP2,HS2ST1,TMEM18,IFT22,LDHA,ZNF83,HMGB1,STON2,RAD21,CNTLN,GINS2,BRD8,BCAP29,PLEKHA5,RNFT2 STANDARD_NAME Zhong_PFC_C2_THY1_pos_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: OPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ITM2A,PLLP,NTNG1,LAMA4,MYT1,KLRC2,LINC00643,APOD,GRB14,PLAT,SULF2,THY1,COL9A1,CNTN1,FAM216A,PCSK1N,LRRK2,EDNRB,GPR155,ELMO1,S100B,CA10,WAC-AS1,BRINP1,SNTG1,SCG5,PMP2 STANDARD_NAME Zhong_PFC_C3_HOPX_pos_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: OPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ETV1,TLK1,HOPX,DLL3,RARRES2,SEZ6,LINC01158,CST3 STANDARD_NAME Zhong_PFC_C4_PTGDS_pos_OPC ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: OPCs EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PLP1,BCAS1,MBP,ENPP6,ARHGAP5-AS1,MAG,BMPER,GPD1,CLDN11,PTGDS,TF,SEMA4D,MYRF,SGK1,SYNGR2,CPM,MOG,RASGEF1B,TUBB4A,LINC01105,NFASC,SIRT2,TNFRSF21,CDK18,EVI2A,TMTC4,FYN,APCDD1,MOB3B,FAM102A,ANGPTL2,KCNS3,FAM13C,STRN,RAB33A,TNS3,LOC101930452,ZNF488,FRMD4B,UGT8,TM7SF3,CNP,GPR17,TMEM108,SLC44A1,PKP4,RALGPS2,LIMS2,GRIN2A,SERPINI1,EPHB1,ITPR2,SCARB1,TSC22D4,TECR,PPP1R16B,TNS2,PFN2,PTPRO,MTMR9LP,BPHL,LINC01170,APLP1,CENPJ,WASF1,SYNDIG1,CRB1,DHCR7,GOLIM4,HACL1,TCF7L2,ARHGAP5,RNF144A,FRMD4A,LRRTM1,FIBIN,RND2,MUT,TMEFF2,CAMSAP2,AARS,SLC25A5,EPB41L2,DYNLL1,SMOC1,RICTOR,UTP14C,NFE2L2,TMEM206,MYO5A,LIN7C,CADM1,SNX22,ARV1,CADM2,ANKRD44,MIEF1,PCDH7,PRDX1,CORO1C,APPL2,TMEM179B,MPZL1,ZNF827,PLEKHB1,MVB12B,ADAM23,HID1,SGPL1,SERINC5,REEP3,PLEKHA1,ANK3,PHACTR3,RNF216,GNAI1,TMOD1,HMGCS1,BCL2L1,LRRN3,LSAMP,KANK1,PCDH11X,MSMO1,LPPR2,SEL1L,SCARB2,TM9SF2,MTPAP,NOL4L,OSBPL9,NTM,PCDH11Y,ACLY,FXYD6,GRINA,ANP32B,TMEM59,KIAA0319L,MAP4K5,RGMB,GPS1,SH3YL1,SGTA,ERBB3,STAMBP,STAT2 STANDARD_NAME Zhong_PFC_C1_Astrocyte ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Astrocytes EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANOS1,SELENBP1,PGM2,AGT,GPX3,EFNA1,TMEM126B,FAM84B,ADORA2B,EIF6,SLC25A18,SPTLC1,DDX24,MRPL19,MMAB,TBC1D10A,SCRG1,APOE,ETV1,RIT2,MASP1,SPARCL1,VEPH1,CD82,ZNF302,ADD3,DHCR7,HMGN3,S1PR1,SLC9A3R1 STANDARD_NAME Zhong_PFC_C2_ASCL1_pos_Astrocyte ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Astrocytes EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ASCL1,SMEK2,NDUFA12,TRIB2,DDIT4,C4orf27 STANDARD_NAME Zhong_PFC_C3_Astrocyte ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Astrocytes EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MIAT,FBN3,LOC440300,CPNE7,PCDH11X,LINC00342,MURC,SSTR2,GOLGA8B,CHD5,PRKAR2B,KIAA0319,NCOR2,SRRM3,PODXL2,TMEM63C,SYCP2,MEG3,SLC4A7,AP1G2,SH3PXD2A,CHST2,CNTNAP1,ULK2,CELF6,PRKCB,SNAPC4,FGF9,C2CD4C,LIMS2,OSBP2,VSTM2B,ARFGEF3,ZNF316,AGPAT4-IT1,PDE1C,SLCO3A1,COL18A1,DPYD,GNAL,CNTN4,SPHKAP,GCN1L1,ANKRD44,ACAP3,TCAF1,ABCC5,STXBP6,BIN1,SLC7A5P2,ADAP1,MAPK11,RIMBP2,FAM89B,ARPP21,SLC25A29,CLVS2,PDIA2,SYT13,SRCIN1,EPB41L1,CACNA1E,KIAA2022,PPFIA2,LRRC16B,SEMA3C,STX1A,SLIT1,PRDM2,RNF165,NEFM,SCG2,OBSCN,CDKL2,NFIX,PLXNA3,SCN3A,LOC101927151,SRRM4,C11orf95,DLX1,NGEF,DNM3,TPTE2P1,RNF112,LOC284395,MYO16,CCBE1,ZFP90,TMEM151B,RGS11,SYBU,ZNF37A,THRB,KIAA0895L,CXADR,JAG2,CDC42BPB,GAB2,ZNF780B,SETX,UNC79,FBXO41,MGRN1,PCLO,FAM189B,VASH2,RPS6KC1,PTPRU,ZNF445,PDP1,CACNA1A,EXD3,AGAP2,CLDN5,CAMKV,STK11,RIMKLA,PSD,TMEM108-AS1,TRIM46,SVOP,HMGA1,KCNT2,KIAA1551,SLC38A1,PDCD7,ZNF324,MDN1,TMEM44,FAM101B,MEF2C,SLC4A3,TSPAN17,ADRBK2,PLXNA4,LOC155060,MMP17,EVL,MMD,NBEA,HRAS,FLRT2,ZEB2,SSX2IP,MICAL1,ZNF527,SIN3B,MYCN,CALY,KCTD12,CHST15,CNIH2,CACNB3,AFAP1,KCTD3,TUBGCP6,SYT1,GAS7,ZNF573,LMO7,NKAIN1,POU2F2,VSTM2L,PNPLA6,XKR4,PCDH19,KIAA1522,GNAZ,NRXN2,FADS3,LOC729348,EGFL7,CYP27C1,CDK5R1,MAP6,PDE7A,LINC00599,HMP19,BMPR2,USP7,CEP164,IRF7,TOM1L2,GNB3,SPTBN2,PACS1,STXBP1,EEF1A2,ZNF320,IGHMBP2,PALMD,SHANK2,RABL6,ASIC1,CCDC120,RFPL1S,MEGF6,L1CAM,ANKRD36,SS18L1,MAP3K9,BRSK2,SEZ6L2,EDEM3,PDZD4,LOC100190986,SLC1A6,CLCN7,RUNX1T1,CNOT6,DUSP4,SCN9A,SCN3B,TAF6L,VARS2,ARHGAP20,ADCY1,SYNGR3,KCNQ1OT1,CELSR2,C6orf106,RECQL5,B4GALNT4,ZNF721,ELAVL2,XPR1,SPTBN4,DENND6B,FAM131B,SEMA6C,CCDC64,GRP,ZNF611,GOLGA8A,STRBP,LETM1,DIP2C,MAPK8IP2,GAD2,BPTF,ZCCHC12,RPS6KA3,CACNB1,RBFOX3,PPP1R12C,SMPD3,BZRAP1,NFATC2IP,AKT3,KDM4B,KCTD7,NCAM1,ZNF566,GPR161,FMR1,CAPN10,DOT1L,MCM7,USP32P1,ARSA,BRAP,MDGA1,UBALD2,LPL,RERE,STK11IP,LRRC7,MTURN,CAMK2N2,CIC,RBM33,NPY1R,STAG3,GRIK2,ANKRD13D,CELF5,CNTN1,TBC1D32,SMARCA2,RRAGC,ACD,ZDHHC8P1,SYT5,MCM3AP,PKD1,CUL9,PHACTR4,JPH4,MAST3,MEIS3,GEMIN5,RAB3A,PRPF18,TRIM41,CHGA,SNAP91,EVI5L,ELAVL3,SYP,CNKSR2,CBFA2T3,NPIPA5,ARHGAP39,CTTNBP2NL,GAP43,ME3,SLC45A1,BFAR,ACVR2B,GOLGA7B,HEATR5A,IBA57,VPS16,NEAT1,DYNC1I1,CACNA1B,DPYSL3,PHYHIP,CNTN3,BASP1,RSPH9,SYT4,AGO4,XPNPEP3,CCL5,POU6F1,DKFZP586I1420,AGO2,BAZ2A,ATCAY,PRKCSH,HPCAL4,CACNG8,ZNF362,MLLT4,BAIAP2,FAM193B,LPPR1,ATAD2B,MAFG,PPEF1,LPAR2,NOL4L,ZBTB8A,SHTN1,YWHAG,PRRT2,AUTS2,NPAS1,SEC31B,SEL1L,EFR3B,SLC26A4,PDXP,CTTN,KMT2A,LINC01578,ZNF101,PTCHD4,ST8SIA3,MKRN1,ENC1,RHOU,GATS,SPIN1,GIT1,ANK3,FBRSL1,PFKP,TMEM131,PTPRS,IQCG,CELF2,MAMDC4,CPLX1,UBN2,MAST1,DNM1,SATB2,STOX2,CSK,DAAM1,TTC9B,IBTK,UBE2Q2P1,MCM4,EPCAM,GOLGA3,PGM2L1,SOX11,LINC00506,NLK STANDARD_NAME Zhong_PFC_C1_Microglia ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Microglia EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SRSF7,RRP1,SRSF1,DEK,VCP,GTF2B,RBBP7,TRAPPC2L,TMEM107,NUCKS1,SRSF3,RHEB,DDX39A,TMEM106C,NASP,LSM2,GALE,TXNDC17,CHCHD2,GLUD1,CISH,TBCD,TMED9,VPS36,MCM6,SNRPB,TMEM14B,WDR47,KIF20B,RAN,PAICS,DUSP11,NSMCE4A,WDR61,C9orf142,COQ2,IPO5,KLHDC1,MCM4,HSPA1B,PA2G4,TMEM170A,MGME1,IQGAP3,PNPT1,ARL4A,CRYBB1,SLC35F5,DHCR24,MCM7,QDPR,NDUFA6,ANAPC5,HMGB1,SPNS3,NUTF2,ILF2,PSME2,NEDD1,FAM111A,PIGA,OFD1,AP2S1,MTIF3,TPRKB,POP4,PLK4,PPP2R3C,AK2,RAD21,NFATC2IP,GAMT,SEC13,C1orf122,TUBGCP3,EBNA1BP2,SAP30,IKBKG,TUBA1B,NUDT21,WDR54,CYCS,CBWD3,STRA13,STIL,UCHL3,GGCT,GART,SS18L2,NME4,RCC1,TIMM10,RMDN1,MPC1,GLRX2,DNAJA4,ABHD13,TMEM256,DDX46,PDCD5,LOC283683,DR1,H2AFX,PHF12,RFC2,CCDC18,RPA3,CCNA2,DCAF12,RANBP1,LENG1,BARD1,CD58,CREBL2,ORMDL2,LINC00152,IDH2,PCID2,RPF2,CDC123,PPP1R15A,RFC4,MRPL37,HMGN2,CREB5,PCSK7,MGAT2,ERI3,MCM3,NRM,TECR,DVL2,GLT8D1,DEPDC1,SLC37A4,CCR1,RNF168,SKA3,GINS2,PHF19,CACYBP,ZNF595,ASAP1,FUNDC1,BUB3,FGFR1OP,IL10RB,UHRF1,GINS1,APOPT1,LOC148413,TACC3,TROAP,UBE2T,BRCA2,TRIP6,MRPL42,ABCE1,DUT,WIBG,FAR2,KIF22,CKAP2,ID1,WDFY1,DHFR,ASPM,MICU1,SGOL2,CENPH,GTF2F1,CCDC34,TEX30,DTYMK,PIK3R4,SPAG5,HJURP,PLK1,H2AFZ,HIRIP3,MRPS12,TAF4,POLE3,ZDHHC12,KIF11,ICAM3,C4orf46,RABL3,ALG3,HIST1H4C,CENPF,MRPS22,NCAPD2,XRCC3,MCAT,DSN1,TMPO,APITD1,GMNN,SVIP,TBC1D10B,CDCA8,CKAP2L,CTPS1,WDHD1,ASF1B,KIAA0101,CKS2,RNASEH2A,CKS1B,XRCC4,ATAD2,FEN1,NUF2,PBK,TRAF3IP2,ESCO2,SHCBP1,PRC1,HMGB2,ORC6,TPX2,SPC25,BIRC5,ITGB3BP,SGOL1,CCNF,AURKA,CCNB1,KPNA2,KIF23,FAM64A,CDCA4,FAM83D,KIF2C,BUB1,PCNA,CDCA5,ANLN,HELLS,TCF19,CCNB2,TOP2A,HMMR,AURKB,NDC80,ZWINT,CDKN3,RRM2,UBE2C,KIF4A,NUSAP1,GTSE1,CDK1,DIAPH3,CDCA3,TK1 STANDARD_NAME Zhong_PFC_C3_Microglia ORGANISM Homo sapiens ORGAN_SYSTEM Central Nervous System PMID 29539641 PUBLICATION_TITLE A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex AUTHORS Zhong S,Zhang S,Fan X,Wu Q,Yan L,Dong J,Zhang H,Li L,Sun L,Pan N,Xu X,Tang F,Zhang J,Qiao J,Wang X GEOID GSE104276 EXACT_SOURCE Supplementary Table 1 - Gene list of different cells types and comparison: Microglia EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SDK2,GPC1,MARCKSL1,FAM229B,SDK1,EPM2AIP1,CELF2-AS2,DBNDD1,FOXP1,AES,STK25,C12orf73,RIT2,SULT4A1,WWC1,MDGA1,HMGCR,NRXN1,SAMD4B,JPH3,C1orf216,C11orf95,PIK3R2,RAB3A,ZBTB18,NCOA1,BAALC,FABP3,KIF21B,BOK,NPDC1,SHC2,SPTAN1,NEO1,TNKS2,OPCML,AK1,MAPRE3,FABP7,PTPRK,FAM110B,CTXN1,C12orf57,NBEA,PPP5C,ZSCAN29,KRT31,DCLK2,MAP6,NAV1,MVD,MOAP1,ATP6V0E2,AMER2,SUZ12P1,DAAM1,NGRN,CHRNA4,ATXN2,PCBP4,SDC3,AKT2,LSM14B,IMPDH1,LRRN3,GCSH,PFN2,ARL4C,STARD10,NTRK2,ANK2,PENK,MAP1A,TSC2,DLX2,TUBA1A,WASF1,CYP27C1,PHACTR3,GDA,ENHO,CAMKV,PKD1,LRRC4C,IVNS1ABP,GPR12,MT3,LMO4,DTX1,BHLHE22,RAB9B,MYT1L,CADM1,GUCY1A3,WDR59,RBM4B,ARL8A,OPA1,DLG3,ATCAY,CLVS2,PTPN5,TCF4,NCAM1,NETO2,PTPRO,DPYSL2,ZNF324,LPAR2,RNF40,ADCY1,BEX1,CDH10,HMP19,FADS3,MAP4,KCNA6,SGSM2,FCHO1,TUBB2B,FBXW7,TARSL2,RAMP3,AMPH,SYP,CELSR2,B4GAT1,EPHA5,KIF1B,GNAL,NUDCD3,DPYSL4,MATK,SLIT1,CDC42EP3,GNG4,PDIA2,RAP1GDS1,PRKAR1B,FXR2,MAST1,KNDC1,ACAP3,TMEM151B,DMWD,FAM49A,CELF5,NCAN,NDRG4,CHGB,PRKAR2B,TRIM2,RAB15,KRT19,GNAZ,ATP1B2,SYNGAP1,DNM3,ANK3,CSRP2,PTP4A3,ENO2,SCD5,WDR47,SOBP,PI4KAP2,LSAMP,PAFAH1B2,SEMA3C,ADAM22,SEPT3,REEP2,ELAVL3,KDM4B,APBB1,NCDN,DDX51,CES2,RSPRY1,GNAO1,LRRC49,PCDH11X,ANKRD16,SEZ6L2,DAB2IP,MAPT,SNAP91,SV2A,PRRT2,SH3PXD2A,KIAA1549L,SRM,FAM213B,FGF13,BZRAP1,USP32P2,LIMS2,USP46,PPP2R2D,NLK,ARHGAP33,TAB1,BCYRN1,RUNX1T1,TPPP,SMARCA2,CCDC184,KIFAP3,ATXN7L3B,INA,GAD1,ARPP21,UBXN7,PNMA2,TCEA2,C2orf69,ZC2HC1A,DCX,ACOT7,TDRP,DNM1,SRRM4,GOLGA8A,NCS1,RNF220,FAT3,C8orf33,RIC3,UBE2QL1,NT5C3B,PJA1,NLN,TXNL4A,NEFM,POLR3A,MAP1B,PREPL,KIF3A,SYT4,CARM1,CACNA1E,PHPT1,PPHLN1,ZNF614,LINC00599,FKBP1B,TRIM44,LINC00342,B4GALNT4,CAP2,CACNA1C,CRMP1,GAREML,KIAA0319,CDC42EP4,GLRA2,AGAP3,SASH1,MGLL,CELF3,PRKCB,KIF1A,NFASC,SHISA7,KDM5B,NRXN2,STMN3,PCSK1N,SATB2,CECR6,RRAS2,LIMCH1,SNX32,C16orf45,RGS11,LRRC16B,RFPL1S,FBXL16,SRCIN1,SNCB,KIF3C,NIPSNAP3A,CACNB3,CPLX1,GNG8,AMPD2,TUBB3,MOK,PPP1R14C,VSTM2B,MPPED1,EXD3,TUBB2A,CXXC4,ACTN2,MFSD10,CACNA1B,ANKRD13B,THRA,LY6H,LOC100506990,VSTM2L,STMN2,TENM2,AGTPBP1,NAP1L3,SEPT4,SYBU,PNMA3,SSBP3,GRIN1,RNU6-2,RFNG,FBXO3,ASPSCR1,TUBB4A,NECAB1,UCHL1,CRIP2,C3orf14,ADGRB2,CSDC2,SCN2A,PPFIBP1,ABCA2,BAIAP2,RNF112,LRP12,VAV2,LINC00667,PPFIA2,AP3B2,GRIA3,LOC728392,FXYD7,ACTR3B,NELL2,ALCAM,AGPAT4,SCG5,STX1A,LINC01102,TANC2,GPRIN1,AKAP7,STXBP1,HIP1R,SERPINI1,LOC101929570,CACNA1A,AGPAT5,GPSM1,TMEFF2,NDRG1,LGI4,KIAA1211,DPYSL3,C1orf95,CAMK2N1,THY1,TCEAL5,SERP2,PPP3CB,SLC39A3,PCLO,HAGHL,FAM189A1,CCBE1,DCLK1,NKAIN2,EBF4,PTPN13,SYT5,MYO16,MAST4,LRP6,CAMK2B,RBM24,CEP126,OPTN,C11orf87,RNF157,JPH4,STMN4,SHANK2,NFIX,CSMD2,MORN4,SPTBN1,CTIF,EEF1A2,RNF165,SLN,SYT3,CELF4,RALGPS1,DPF1,FLRT2,GUCY1A2,SYNGR3,LRRC7,ACKR1,IGSF21,FMN2,TRIM67,MPP6,FAM184A,PLXNA1,CPNE6,NEFL,CSMD3,TENM4,KCNA3,PGM2L1,MAPK10,EPHA10,EFNA2,PHF24,KCNB1,DOK5,THRB,ABLIM1,JAG2,POU3F1,GRP,CSMD1,MAPK8IP1,ZNF197,PLXNA4,FAM65B,GAP43,PRKAA2,TTC9B,COMTD1,TMEM132A,DGKE,ADD2,TNRC6C,HSF2,HMOX2,NSG1,HPCAL4,CYFIP2,MEG3,ZFR2,CBLN2,RIMBP2,FAM81A,RAP1GAP2,TCEAL2,FGF12,DMTN,CACNG8,PALM2,NPY,DYNC1I1,RELA,NUP93,IRS2,BCL11A,MYT1L,FUBP1,PIP4K2A,ATCAY,FUT9,BEX2,EIF4EBP2,ARID3B,KPNB1,TACC2,AKT3,CLIC4,CSRNP3,SOX4,TCP1,CNR1,APC2,NEUROD6,GTF2IRD1,MBTPS1,NFIA,FZD3,CDH2,PXK,MYH10,CERK,KLF12,CENPV,MLLT3,FYN,NFIB,CACFD1 STANDARD_NAME Aizarani_Liver_C1_NK_NKT_cells_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CCL5,NKG7,TRGC1,KLRD1,RUNX3,GNLY,GZMK,GZMH,CST7,TRBC2,PTPRC,KLRK1,AKNA,ITGAL,GZMA,CD2,PTPRCAP,DUSP2,TRAC,CD3E,TRBC1,IKZF3,EOMES,CTSW,PRF1,GZMB,CD8A,RAC2,SLAMF6,HCST,PIP4K2A,SLFN5,ETS1,WIPF1,CORO1A,ITGB2,RGS1,BTN3A1,CD7,CMC1,SYTL3,FYN,FYB,RPS27,PYHIN1,IKZF1,CD3D,RARRES3,CXCR4,LCK,CXCR6,ZFP36L2,PIK3R1,GIMAP7,CD8B,CD53,SLC38A1,LCP1,CD48,BTG1,IKZF2,IL2RB,CD3G,IL2RG,CD247,HLA-A,PPP2R5C,BCL11B,HLA-C,ARHGDIB,FCRL6,HLA-F,APOBEC3C,PRKCB,CLEC2D,IL32,SH2D2A,PRKCH,PIK3IP1,CNOT6L,BIN2,KIAA1551,DENND2D,FCMR,STK17A,HLA-B,ALOX5AP,ATM,EVL,PARP8,LNPEP,EMB,ARL4C,IFITM1,RPS3,ARHGAP30,B2M,CBLB,SLAMF7,CELF2,PRKACB,MIAT,SEMA4D,TBC1D10C,CD44,CYFIP2,PRDM1,ARHGAP25,KLRF1,TXNIP,TMC8,SH3BGRL3,CYTIP,TMSB4X,STK4,ADGRG1,RPS29,SH2D1A,RPL30,GZMM,ADGRE5,PDE7A,NLRC5,PTP4A2,ISG20,PVRIG,MAPK1,ARHGAP9,RASAL3,RBM38,RPL23A,HMHA1,CCR5,STK10,FLNA,MLLT6,KLRG1,TNFRSF1B,PCED1B-AS1,SH3KBP1,RPL27A,APOBEC3G,RASSF5,TIGIT,CD96,TBX21,LYST,IPCEF1,GCSAM,PPP1R18,RPSA,MBP,HOPX,SLA,PTPN22,PRKCQ,SASH3 STANDARD_NAME Aizarani_Liver_C2_Kupffer_Cells_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS HLA-DRA,HLA-DPA1,HLA-DPB1,HLA-DRB1,HLA-DQB1,CST3,HLA-DQA1,CD163,HLA-DRB5,FGL2,GPX1,KCTD12,FCGR2A,C1orf162,GPR183,RNASE6,C1QB,CD1C,CSF1R,TYROBP,MAFB,AIF1,C1QA,HLA-DMB,VSIG4,CPVL,FCER1A,IL1B,HLA-DMA,RGS2,RAB31,MS4A7,FCER1G,C5AR1,CD83,TLR2,TGFBI,RGS1,MPEG1,CLEC7A,PPT1,RNASET2,OGFRL1,AREG,GRN,SAMHD1,SGK1,IL1R2,MS4A6A,CCDC88A,HCLS1,LYZ,CTSS,LST1,C1QC,CD86,NPC2,PSAP,IL13RA1,CECR1,PTPRE,MARCH1,ITGAX,KLF4,CYBB,C3AR1,CLEC10A,ANXA1,SAT1,VIM,FAM26F,MSR1,TMSB10,RGS10,NLRP3,PLXDC2,HLA-DOA,CPM,LGALS9,LAPTM5,BASP1,H2AFY,COTL1,THEMIS2,AXL,RBPJ,SYK,LYN,FGR,S100A11,IL18,ALOX5,MFSD1,POU2F2,HCK,CTSH,SMAP2,SRGN,ATP6V1B2,ATP1B3,CIITA,HSPA6,EVI2B,FTH1,LIPA,SRGAP2B,FCGR3A,ARPC1B,CXCL16,LIMS1,GAPT,CTSB,IGSF6,IER3,AMICA1,ARRB2,RGCC,ITGB2,NCOA4,CXCL8,P2RY13,IER5,LPCAT2,FCGBP,PLEK,MAP3K8,PLAUR,TBXAS1,FCGR2B,EMILIN2,AHR,TNFSF13B,WDFY4,NAP1L1,PLEKHO1,MS4A4A,RNF144B,ARPC3,RPS24,PHACTR1,HERPUD1,TPP1,LILRB3,LGALS1,PKM,MNDA,AP1S2,IFNGR1,CD37,ADAM28,PSTPIP2,SH2B3,GNAQ,STK17B,GPR34,C10orf54,LRRC25,CD84,LY86,RTN1,RPL36A,RNF130,TMSB4X,SLC15A3,CCR1,CLEC4E,MIS18BP1,SRGAP1,LILRB4,PARVG,FPR3,BCAT1,PABPC1,PLD4,NR4A3,RILPL2,REL,CELF2,UCP2,LILRB2,PABPC4,SLCO2B1,FABP5,NCF2,IRF8,ROCK1,RPS11,F13A1,DPYSL2,PTEN,TNFRSF1B,MRC1,KLHL6,CCL3L3,PTAFR,FGD2,FAM49B,FPR1,FTL,JARID2 STANDARD_NAME Aizarani_Liver_C3_NK_NKT_cells_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS IL7R,KLRB1,LTB,CD69,SPOCK2,TNFAIP3,CXCR4,TRAC,TRBC2,TXNIP,ZFP36L2,PRDM1,GPR171,BCL11B,CD52,BTG1,SLC4A10,BCL2,CXCR6,CD48,ARL4C,CD3E,CD8A,CD2,PIK3IP1,PARP8,RPS27,S100A4,CD3D,ETS1,ERN1,RPS3,CD40LG,TSC22D3,SATB1,CD6,EMB,MYBL1,IL2RG,IKZF3,DUSP2,CELF2,IL32,IL18RAP,PTGER4,CD53,PBXIP1,PTPRCAP,KLRG1,IKZF1,RPS29,LCP1,ITK,RPS19,TRBC1,TC2N,RPL30,KIAA1551,SCML4,ANXA1,RPSA,RPS14,RPS26,CD96,RPLP1,TRGC1,TRAT1,RPL13,RHOH,CD3G,CYTIP,RPS27A,RAC2,STK17B,RPS12,WIPF1,RPL10,TCF7,AIM1,RPL23A,AC090498.1,TAGAP,FYB,CD44,RPS2,RPL28,RUNX2,RPLP2,SLC38A1,PTPRC,SLA,CORO1A,ARHGDIB,RPS15A,ADGRE5,PTGER2,RPL27,RPS10,SYNE2,SEMA4D,GZMK,RUNX3,RPS3A,RPL41,PRF1,LAPTM5,RPL17,RPL39,B2M,ZC3HAV1,PAG1,RPL21,SESN1,MDFIC,TMSB4X,HLA-F,RPL27A,RPL34,RASGRP1,THEMIS,RPL35A,PIP4K2A,RPS18,SLFN5,RPS25,RPL10A,RPL18A,RPS20,AC092580.4,CLEC2D,RPS6KA3,GBP5,AKNA,RPL19,GATA3,RORA,SLAMF6,DGKA,TNFAIP8,HLA-B,GIMAP7,LCK,RPS17,JUNB,SARAF,P2RX5,RPL37,TOMM7,CAMK4,ZNF90,FNBP1,FYN,AMICA1,RPL18,RPL13A,PCED1B-AS1,RPL32,CNOT6L,STK4,GZMA,SIRPG,PDCD4,INPP4B,LTK STANDARD_NAME Aizarani_Liver_C4_EPCAM_pos_bile_duct_cells_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANXA4,FGFR2,KRT7,TM4SF4,DEFB1,CD24,AQP1,SFRP5,CITED4,MUC6,CHST4,SLC12A2,CYR61,BICC1,CLDN1,KRT18,SLC17A4,TACSTD2,ATP1B1,ATP1A1,AGT,SERPINA5,TNFRSF12A,PKHD1,FAM150B,ANPEP,SOX9,FXYD2,LGALS4,AMOTL2,CLDN10,DSP,SH3YL1,EPCAM,SPINT2,AKR1C2,SOX4,EGR1,ABCC3,DCDC2,RAB3IP,CYP3A5,CXCL6,FGFR3,TP53INP1,ITIH2,CDH1,S100A14,ALDH3A2,CAMK2N1,PMEPA1,VCAN,TM7SF3,EMP2,KCNJ16,KRT8,SLC5A1,SPP1,SORBS2,TMEM97,SLC37A4,CLDN7,NFIC,GC,MYRF,KIAA1522,CXADR,ERBB3,HES1,PTPRF,SDC1,FAM171A1,NFIB,MYO10,LAMP2,ELF3,TESC,ERRFI1,HSD17B2,SERPINA4,OCLN,CLU,ALCAM,PAWR,SPATS2L,ARRDC2,C3,ATF3,COL27A1,CDC42EP1,PERP,ANXA13,FAIM,CAV2,SLPI,IRF2BP2,CTSH,GLIS3,ZBTB20,CA2,ITGB8,CRYAB,MAOA,CD59,PTPRK,SERPINA6,WWTR1,HABP2,MYLK,CTDSPL,MAGI1,TOB2,DSTN,HOMER2,CKB,CPD,KIF12,ENPP2,ANXA5,GTF2I,MLLT4,GLUL,C14orf105,SLC4A4,NGFRAP1,BAMBI,CPM,PROX1,CALM2,GDF15,NEDD4L,CYP3A7-CYP3A51P,RAP1GAP,TRNP1,LAD1,CLDN3,MPP6,KLF10,PRRG4,PLXNB1,GOLM1,ERICH5,PHGDH,RBPMS,SCARB2,NR2F2,LAMC1,SDC4,APOB,AC013461.1,CPB2,TST,SYNJ2,HSP90AB1,SHROOM3,CLMN,PAH,ITGB5,HSD17B11,CLDN4,SPINT1,MUM1L1,CTGF,CHST9,RHOB,CRYZ,SNRPN,HNMT,TMPRSS2,C1orf198,SOX6,AKR1C1,CLIC6,VEGFA,MARVELD3,VTN,DHCR24,SOD3,PROSER2,AMBP,MGLL,CDKN1C,WEE1,BACE2,FMO5,TMEM245,SHANK2,KANK2,COBL,PLPP2,PAQR5,CDH2 STANDARD_NAME Aizarani_Liver_C5_NK_NKT_cells_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CCL4,CCL4L2,IL2RB,NKG7,KLRD1,CCL3L3,CMC1,CD7,XCL1,KLRF1,KLRK1,RUNX3,PRF1,DUSP2,GNLY,EOMES,GZMA,CD247,CD69,CTSW,XCL2,KLRB1,CD160,IFITM1,LCP1,TXK,ETS1,RAC2,CCL5,CST7,ITGAL,AREG,IKZF3,KLRC1,IFNG,SPON2,PIP4K2A,NR4A2,GFOD1,PTPRC,PYHIN1,GZMB,FYN,PTPRCAP,GZMK,MAPK1,TYROBP,SRGN,TAGAP,BTG1,NCR1,STK17A,FCER1G,ITGB2,PIK3R1,IPCEF1,WIPF1,AKNA,SLA,IL2RG,SH2D1B,SH2D1A,SYTL3,MCTP2,ARHGAP9,CYTIP,IKZF1,SLAMF6,PRKCH,PIK3IP1,CORO1A,CXCR6,ALOX5AP,HCST,PRDM1,SLC38A1,TIGIT,CD2,SLFN5,BIN2,PRKACB,CD53,RASSF5,RARRES3,TRGC1,RASA2,GNPTAB,ZFP36L2,TRBC2,PTGER4,TRDC,CCND2,PLEK,PVRIG,PTPN4,ARHGDIB,AOAH,GNG2,FCMR,HLA-F,TSC22D3,PDE7A,ADGRE5,SASH3,CNOT6L,PARP8,CD3E,RNF125,MYBL1,DENND2D,SLAMF7,CELF2,S1PR5,NCAM1,PITPNC1,CXCR4,PTPN22,SYK,FYB,PFN1,CD96,ARPC5L,RPS27,BTN3A1,CBLB,TOX STANDARD_NAME Aizarani_Liver_C6_Kupffer_Cells_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS C1QB,C1QA,MS4A7,C1QC,HMOX1,CD163,SLC40A1,MAFB,MARCO,TYROBP,FTL,AIF1,FCGR3A,CYBB,CTSB,ADAP2,CSF1R,RNASE1,HLA-DRB1,CTSS,FOLR2,CCL4L2,VSIG4,C5AR1,FCER1G,C1orf162,PSAP,FGL2,RNASET2,MS4A4A,LGALS9,GRN,MPEG1,CD5L,CPM,CST3,TLR2,KCTD12,HLA-DRA,LILRB2,DAB2,SAT1,HCLS1,LIPA,GPX1,CCL3L3,MS4A6A,IGSF6,LST1,HLA-DPA1,AXL,POU2F2,FCGRT,RAB31,RGL1,SLCO2B1,GPR34,CTSD,LILRB5,LRRC25,VCAM1,TGFBI,CFD,P2RY13,SDC3,F13A1,TTYH3,LGMN,HCK,NPC2,HLA-DPB1,MRC1,SAMHD1,MARCKS,CCDC88A,MSR1,CCR1,S100A11,CD84,CLEC7A,PDK4,FCGBP,ATP6V1B2,FCN1,GLUL,PLTP,PTAFR,HLA-DQA1,FCGR2A,LAPTM5,GPNMB,ARRB2,EPB41L2,SPI1,CPVL,MERTK,TBXAS1,H2AFY,LYN,CD4,SLC1A3,CREG1,FRMD4A,NCKAP1L,LILRB1,ASAH1,LILRB3,TNFAIP2,C3AR1,FAM26F,UCP2,CTSC,BASP1,ZEB2,COTL1,CEBPB,TPP1,RBPJ,MFSD1,SLC11A1,FGD2,HLA-DMB,ARPC1B,SCIMP,SECTM1,SLC7A7,NAGK,BCAT1,CXCL12,PPT1,IER3,TNFRSF1B,FMNL2,EPB41L3,MARCH1,LINC01272,SNX10,FYB,FGR,RASSF4,HLA-DMA,LYVE1,FTH1,CFP,PLD3,RNF144B,HK3,GNAI2,WASF2,IFIT3,VAMP8,CECR1,CLN8,WSB1,CD86,IFI44L,RAP2B,RNASE6,IRAK3,ITGAX,LILRB4,EVI2B,AP2A2,TKT,UNC93B1,CXCL16,ITGB2,RGS2,PILRA,ALOX5,OGFRL1,SDCBP,MPP1,TNFSF13B,THEMIS2,CD14,SCARNA9,FILIP1L,IL1B,ITSN1,LIMS1,TMSB10,OAS1,RHOG,MGAT1,LAIR1,SKAP2,ACTB,IFI6,ZFHX3,GRINA,SRGAP2B,BLVRB,SLA,IL18,ATP6AP1,SGK1,RGS1,COLGALT1,CNPY3,CYFIP1,MTSS1,PYCARD,KLF4,CYBA,LYZ,CD83,AP1B1,FRMD4B,RBM47,ADRBK1,PLEK,PLXDC2,GRB2,SCAMP2,LINC00936,SRGAP1,PTEN,C10orf54,IFNGR2,CCL4,TCIRG1,STX7,SLC15A3,MAF,CNTRL,SLC31A2,TYMP STANDARD_NAME Aizarani_Liver_C7_EPCAM_pos_bile_duct_cells_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MUC6,KRT7,ANXA4,TM4SF4,SFRP5,TACSTD2,CD24,AQP1,KRT18,DEFB1,TNFRSF12A,CXCL6,SLC12A2,CYR61,KRT8,ELF3,CLDN1,SOX4,PMEPA1,CITED4,AMOTL2,BICC1,PKHD1,CHST4,CLDN4,FGFR2,SPP1,GDF15,EPCAM,SOX9,DCDC2,KRT19,MMP7,DSP,ATP1A1,SLC17A4,CXCL8,FAM150B,MYRF,SORBS2,RAB3IP,CDH1,CRYAB,SLC5A1,ABCC3,ATP1B1,CTGF,SPINT2,PAWR,PTPRF,FXYD2,CLDN7,TESC,CDC42EP1,CLDN10,CLDN3,CCND1,PERP,C14orf105,ITGB8,SH3YL1,FGFR3,CLIC6,LAD1,OCLN,BIRC3,CD59,TM4SF1,TPM1,COBL,TRNP1,KIAA1522,S100A14,KIF12,ANXA2,AGT,WWTR1,SPATS2L,EGR1,NFIC,BMP2,ATF3,CPM,KLF5,AKR1C2,ALCAM,KCNJ16,ANXA13,SERPINA5,MLLT4,NFIB,LGALS4,EPHA2,CALM2,COL27A1,SLPI,CFTR,CKB,ANXA5,ZBTB20,ENAH,CTDSPL,S100A6,BACE2,SDC4,GLIS3,CAMK2N1,ARRDC2,GOLM1,RBPMS,LAMC1,CXADR,SCD5,CAV2,TPPP3,THSD4,SPINT1,TTN,ANPEP,FAIM,MYADM,NEDD4L,ANXA3,TM7SF3,EMP2,DSTN,ITGB1,ERBB3,PTPRK,MAFF,SLC37A4,FZD1,PLXNB1,NUAK2,LAMA5,TMPRSS2,CD151,NR2F2,LIF,CYP3A5,C1orf198,RASSF4,FSTL3,ACTG1,SDC1,ALDH3A2,MYO1C,MAGI1,SLC12A7,FAM171A1,ACTN4,ANKRD1,ITGB5,VCAN,SPTBN1,SNRPN,SHANK2,SLC4A4,CTNND2,HOMER2,NGFRAP1,ONECUT2,TP53INP1,SHROOM3,LAMP2,C6orf132,TOB1,GSTP1,WWC1,PROM1,MUM1L1,GTF2I,CDKN1C,PPDPF,SNHG14,SYNJ2,KIFC3,DDR1,GABRP,FOXA2,RHBDF1,VEGFA,LLGL2,CREB5,SOD3,LGALS3BP,RAP1GAP,PLXNB2,PBX1,MYO10,CTBP2,WNK2,PVRL2,SLC6A19,TNKS1BP1,TOB2,TEAD1,DSG2,WEE1,SCGN,CRIM1,BCL2L1,PARD6B,C12orf75,VEPH1,TPM4,LAMC2,CLMN,ZFHX4,AC013461.1,ABLIM1,PLEKHB1,PTPRD,FAM110C,FAM129B,CHST9,ERICH5,EPB41L1,LRP10,WFDC2 STANDARD_NAME Aizarani_Liver_C8_Resident_B_cells_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS JCHAIN,MZB1,DERL3,BLOC1S5-TXNDC5,SSR4,ITM2C,XBP1,HERPUD1,FKBP11,FCRL5,SEC11C,POU2AF1,RAB30,HSP90B1,CD79A,CD27,MEI1,PRDX4,SPAG4,CREB3L2,FAM46C,SLAMF7,SEL1L3,FKBP2,MYDGF,LY9,H1FX,ERLEC1,SPCS2,ISG20,NUCB2,SPCS3,SDC1,TMEM258,PTK2B STANDARD_NAME Aizarani_Liver_C9_LSECs_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ADM,CTSL,AKAP12,OIT3,CLEC4M,FCN3,FLT1,DNASE1L3,STAB1,SOCS3,TIMP1,FCN2,FGFR1,CLEC4G,LYVE1,ADAMTS4,STAB2,NID1,C11orf96,SDPR,TCF4,CD14,NR2F1,ITPRIP,PDE2A,TIMP3,COL4A2,IL1RL1,PTPRB,LIFR,CCL15-CCL14,SHANK3,PPFIBP1,PXDN,UGCG,AKAP2,SPARC,STC1,COL4A1,CRHBP,MRO,SASH1,BTNL9,MCAM,ADGRF5,MRC1,NOTCH4,RELN,CLEC1B,MARCKSL1,CD4,IFITM10,USP13,ADGRL4,KDR,LDB2,RPGR,TINAGL1,ARHGAP29,F8,PDLIM1,DLC1,SEMA6A,RRBP1,MEG3,RAPGEF5,IL1R1,TFPI,MS4A6A,FAM107A,APOLD1,ENG,NR2F2,ZNF462,C1QTNF1,SPRY4,SEC14L1,HYAL2,IGFBP7,CDH5,MARCKS,TIE1,INSR,S100A16,PLTP,SLC2A3,SMAD6,TGFBR3,FLT4,NRP1,JMJD1C,PRCP,PIEZO2,PTRF,TOP1,CXCL16,APP,LIMCH1,CEP170,EPAS1,PLPP3,YES1,IL33,IFI27,NRP2,RASIP1,TACC1,HIF1A,NOSTRIN,MAP1B,SLC7A8,DUSP5,CUL4B,EFNB2,EGFL7,PREX2,ERG,ACTN1,HIC1,FZD4,SLC27A3,HERC1,UACA,CD36,TP53I11,ARHGEF7,DAAM1,FSCN1,CALU,MYO10,DUSP6,TMEM2,PLEKHG1,GATA4,ANGPT2,BHLHE40,LGMN,SOX7,CAPZA2,EDN1,NUAK1,TGM2,WWTR1,HES1,FILIP1,ANKS1A,GNG11,TAL1,DENND4C,ADAMTS9,GALNT1,CD93,VASH1,GBP4,SERPINH1,FOSL2,UPP1,ACKR3,PTPN1,ROBO4,ITGA5,EMP1,ZNF160,FAM43A,EHD3,HIPK2,TSPAN7,MMRN1,IL4R,YBX3,MYCT1,C8orf4,KCTD20,TIMP2,PRSS23,MEF2C,MAP7D3,PXN,CCL14,TMEM44,PHACTR2,HPCAL1,NPR1,SMTN,CDH13,IL6ST,F2R,MID1,ASAP1,FXYD6,ZNF451,FGF23,CDC42BPB,ECM1,IFI44L,ME2,TOX2,NCOA7,PPP1R15A,LIMA1,FKBP1A,PHC2,SLC25A37,NR5A2,GALNT15,NISCH,ESAM,MAF,JUND,WDR60,RBMS1,TPM4,S1PR1,WARS,SRPX,TFPI2,PCGF2,RASAL2,EXOC3L2,MYH10,PLXNA2,MCF2L,ECE1,ARHGAP26,PRKAR1A,RHOJ,MYO6,COL6A2,FLNB,MACF1,SPRY1,TUBB6,SGK1,DOCK9,PCDH17,KLF7,FHL1,NOVA2,CNN3,BST2,HSP90B1,BSDC1,ANGPTL4,BAIAP2,GRB10,PDGFB,NTN4,LL22NC03-2H8.5,FCGRT,TMOD3,CTSD,ST6GALNAC3,NOS3,PARP14,TNFRSF10B,KIAA0355,CDC37,SNRK,SREK1,C5AR2,WSB1,FRMD8,ZEB1,CCDC50,TRIOBP,DDX21,RDX,NASP,PELI1,ARGLU1,LUZP1,AFF4,PEA15,BNIP3L,ABCG1,TCF7L2,MAP3K6,OSMR,TCF7L1,EPOR,SOGA1,NPDC1,PRICKLE2,AHCTF1,CNTNAP3B,AFF1,PRKD3,FCHSD2,EPB41L2,SDCBP,GOLGB1,TANC1,CHD7,ADGRL2,KDM6B,SNX5,ITGA9,ANKRD11,TM4SF1,CLEC14A,CRIM1,MYADM,PHF10,EIF4G3,PLK2,TSPAN18 STANDARD_NAME Aizarani_Liver_C10_MVECs_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MGP,SPARCL1,EMP1,VWF,IGFBP7,EPAS1,TIMP3,APOLD1,ID1,CLEC14A,FAM107A,CAV1,EDNRB,KLF2,PECAM1,SPARC,EMCN,PRSS23,SDPR,PTPRB,SPRY1,MMRN2,PLVAP,KLF4,AQP1,GSN,CD9,CD34,TM4SF1,HEG1,SLCO2A1,SOX18,LDB2,ID3,F8,CALCRL,SLC9A3R2,RNASE1,VIM,A2M,ENG,LIFR,HYAL2,RGCC,CRIP2,IFI27,PALMD,IL33,THBD,LMNA,ADGRF5,TCF4,SEC14L1,GNG11,PTRF,BTNL9,DLC1,FLT1,ESAM,TMEM204,TIE1,CLEC3B,CD59,EDN1,DOCK9,LRRC32,GRB10,EFNB1,HES1,TSPAN18,RAMP2,TGM2,NFIB,PLPP1,S1PR1,FXYD6,TACC1,MYCT1,NR2F2,SOCS3,PLPP3,LMO2,EFNB2,ADAMTS1,NDRG1,CDH5,LIMS2,CYYR1,BMPR2,NOSTRIN,ITPRIP,CTGF,FKBP1A,NES,KLF7,NPDC1,APP,RUNX1T1,SHANK3,KDR,CXCL12,PLAT,AKAP2,FILIP1,TM4SF18,TSC22D1,FOXC1,KIAA0355,ITGA5,PIK3R3,PDLIM1,SPTBN1,C7,EPHB4,GALNT15,TNS2,RBP7,LIMCH1,SHE,ARHGAP23,CD93,PTGDS,SASH1,COL4A1,SYNPO,NUAK1,PDE2A,TSPAN7,FLNB,ELK3,CD320,SMAD6,FBLN2,JAM2,CRIM1,TGFBR3,PRCP,CPE,IL6ST,MEIS2,CLDN5,ASAP1,CDC42EP3,MMRN1,FOSB,SGK1,ERG,NOTCH4,PTPRG,CSRNP1,IFITM3,ADGRL4,ADAM15,SRPX,ARL15,TUBA1A,INSR,PCDH17,ATP13A3,GAS6,RAMP3,TIMP2,CAV2,ALPL,HDAC7,FZD4,YBX3,MYADM,CHRM3,MCC,TMCC3,CNTNAP3B,ARAP3,DNASE1L3,HLA-E,AIF1L,HECW2,NEDD9,TPM4,SH2D3C,PTPRM,TINAGL1,TAGLN2,ITGA6,ROBO4,GIMAP8,ITM2A,DUSP6,TEK,STOM,PEA15,FAM198B,F2R,MIDN,LAMB2,WARS,CLIC4,FAM65A,WWTR1,CASKIN2,ECE1,ACP5,PGM5,MAST4,SHROOM4,BCAM,NRN1,RBMS3,SOX17,ANXA2,TMTC1,GJA1,EXOC3L2,UACA,CDC42EP4,ADCY4,INPP1,ARHGAP29,CD36,PALM,ACVRL1,RPS6KA2,CCL15-CCL14,PDGFB,DYSF,CHSY1,EGFL7,KCNN3,TP53I11,IGFBP4,ATN1,GNA11,ST6GALNAC3,CCM2L,TUBB6,SERPINB6,PCDH12,TGFBR2,PTPN14,NTS,TNS1,MYO1C,COL15A1,CDKN1A,NOS3,EMP2,DPYSL3,NFIA,HLA-DRB5,SOX7,CD300LG,ADAMTS9,RDX,C11orf96,PCAT19,SNRK,RPGR,VWA1,HS3ST1,CPNE2,GNAS,ARHGAP31,SNTB2,NPR1,KLF9,RHOJ,ACKR1,BHLHE40,XIST,JUNB STANDARD_NAME Aizarani_Liver_C11_Hepatocytes_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ALB,APOH,CYP3A4,PCK1,ALDOB,TTR,ADH1B,ADH4,GSTA2,IGFBP1,FGG,TF,FGB,ADH1A,SERPINC1,HMGCS2,HRG,APOA1,TAT,SDS,CFHR1,CYP2E1,AHSG,CPS1,APOA2,PLG,ANGPTL3,UGT2B7,APOC1,HRSP12,CYP2A13,GATM,KNG1,C9,C1S,FN1,GSTA1,RBP4,MT1E,MGST1,HPX,FABP1,CYP2C8,BCHE,APOC3,FGA,BAAT,HP,APOE,CES1,MAT1A,GC,TDO2,MT1G,AMBP,UGT2B10,AZGP1,CYP2B6,F2,CYP2C9,UGT2B4,ORM1,SERPINA1,C1R,SULT2A1,APOB,ARG1,C4BPA,HSD17B6,CFH,PAH,SLC22A1,CAT,MT2A,HSD17B13,FGL1,SLC10A1,ACSL1,AOX1,BHMT,SLC38A4,ALDH1A1,FMO3,ACSM2A,DCXR,EPHX1,CFB,HAMP,TMEM176B,CFHR3,SERPINF2,SORD,AFM,PEBP1,ACADSB,PTP4A1,C3,ANG,TMEM56,HAO1,CYB5A,AGXT,PON1,ASS1,VTN,ITIH2,CXCL1,NNMT,HAO2,C6,CYP4A11,ADI1,IGF2,ORM2,PRG4,TMEM176A,SLC2A2,EHHADH,SERPINF1,AADAC,MT1X,CDO1,SCP2,CYP4F3,C8A,PGRMC1,CP,ALDH6A1,SERPING1,SERPIND1,APOC4-APOC2,SOD1,APCS,A1CF,PHYH,F9,SERPINA3,INSIG1,ERRFI1,ALDH2,DPYS,PBLD,HPR,A1BG,GRHPR,FBP1,ABAT,ACSM5,ITIH1,MTTP,CPB2,UGT2B15,ASGR1,CLU,AQP9,G6PC,PSAT1,FMO5,CYP8B1,FTCD,PON3,RCL1,F5,HSD11B1,AKR1D1,SELENBP1,ASGR2,APOA5,LECT2,METTL7A,BNIP3,MYO1B,ACAA2,IL1RAP,BHMT2,CFI,APOC4,AKR1C4,ITIH3,NADK2,APOF,F12,HPN,SDC2,CPN2,ECHS1,SLC39A14,GLYAT,GADD45G,HGD,IGFBP2,MTHFD1,PIPOX,MSMO1,HULC,CTD-3128G10.7,ALAS1,PCBD1,ELL2,GPT2,C4BPB,UPB1,APOM,C2,AKR1C1,SLC27A2,HAAO,ZFAND5,HPGD,GLYATL1,CYP2C19,MT1F,AGT,SMIM14,PRDX6,RGN,CYP1A2,C8B,RARRES2,LEAP2,VNN1,RHOB,MLXIPL,SPP2,FAM134B,ECHDC2,ADH6,AR,ALDH7A1,MT1M,C5,SHMT1,IDH1,ACAT1,ATF5,SLC27A5,ALDH1L1,MTHFS,ALDH8A1,CYP3A5,LINC00261,ACADM,GBA3,C11orf54,GYS2,CYP27A1,GLUD1,LINC01554,GGH,PROX1,MUT,HPD,PTGR1,CES2,MAOB,DHTKD1,HAL,MST1,PRDX3,GADD45A,HLF,SERPINE1,PTMS,CFL2,UGP2,PDK4,SCD,PLIN2,GHR,DECR1,SLC7A2,CBR1,ABCA1,ATP5J,CALD1,TMBIM6,GNMT,PPP1R1A,PROZ,PPARGC1A,KLKB1,CYP4F2,SERPINA11,KLF15,MBL2,PCK2,SDC4,CMBL,CFHR4,UQCRQ,PROC,GOT1,LRG1,LIPC,LINC00844,ENPP1,COBLL1,OAT,SLC13A5 STANDARD_NAME Aizarani_Liver_C12_NK_NKT_cells_4 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS HSPA1A,HSPA1B,DNAJB1,HSPA6,HSP90AA1,HSPH1,IL2RB,NKG7,CD7,IFNG,HSPA8,KLRK1,KLRD1,GNLY,DUSP2,CMC1,HSPD1,BAG3,CST7,CACYBP,CCL5,ITGAL,STK17A,DNAJA1,RUNX3,KLRF1,ALOX5AP,LCP1,IKZF3,EOMES,IFITM1,CD3E,IL2RG,CD247,BTN3A1,KLRB1,GZMA,PYHIN1,TXK,RAC2,SYTL3,GZMK,PTPRC,BTG2,TXNIP,CD69,DNAJA4,TRGC1,WIPF1 STANDARD_NAME Aizarani_Liver_C13_LSECs_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS FCN3,CRHBP,DNASE1L3,CLEC4G,PLPP3,ACP5,OIT3,LIFR,CLEC4M,IFI27,FCN2,F8,STAB1,STAB2,PTPRB,PRCP,HYAL2,SDPR,CLEC1B,CCL15-CCL14,ENG,APOLD1,ADGRF5,EGFL7,CTSL,CD36,SEMA6A,NOTCH4,FCGR2B,MEG3,SPARC,MS4A6A,TIMP1,HES1,SHANK3,SGK1,NOSTRIN,PDE2A,NPDC1,RNASE1,IL33,PLTP,ID1,EHD3,MRC1,CLEC3B,TIMP3,LDB2,EDNRB,MARCKSL1,MRO,PRSS23,GNG11,CLDN5,MYCT1,C5AR2,ITPRIP,RELN,CTSD,IGFBP7,MAF,TFPI2,TACC1,ADM,TSPAN7,ANKS1A,FZD4,MMRN2,PPFIBP1,LIMCH1,TMEM44,DAB2,BTNL9,LYVE1,SEC14L1,INSR,CD4,ID3,APP,FXYD6,RAMP3,EMCN,TIE1,TIMP2,CXCL16,WARS,FAM107A,EXOC3L2,IFI44L,KDR,SASH1,IL4R,ALPL,LGMN,LL22NC03-2H8.5,FSCN1,FCGRT,KLF2,FAM167B,ESAM,BST2,SMAD6,ADGRL4,NRP1,TP53I11,TGM2,SLC16A1-AS1,C1QTNF1,IL6ST,TGFBR3,CD14,NR2F1,TEK,NID1,GPR182,HECW2,FLT4,GATA4,F2R,CDH5,GBP4,PXDN,TMCC3,EFNB1,COL4A2,ROBO4,TSPAN18,CFP,TMEM204,NTN4,DUSP5,EFNB2,KLF4,CNN3,LIMS2,USP13,FLT1,S100A16,BAIAP2,SPRY4-IT1,MID1,SPRY4,GIMAP8,NRP2,CCL14,NR2F2,TCF4,RAMP2,FGFR1,ERG,ZNF117,ZCCHC24,MXD4,PLXND1,COL4A1,EPAS1,SERPINH1,CALU,GJA4,ZNF765,A2M,NISCH,TM4SF18,NPR1,PTRF,ZNF160,IGFBP4,DENND4C,MYO1C,MEIS2,ASAP1,ADAMTS4,FEZ1,ADD3,TNS2,PCAT19,NUAK1,SH2D3C,TMEM255B,APLNR,KIAA0355,FAM84A,C8orf4,TINAGL1,TCF7L1,BSDC1,MAN1C1,SNTB2,IL1R1,PDK4,DLC1,ANPEP,AFF1,DAAM1,PDLIM1,MYO10,FILIP1,RASIP1,HIPK2,IFITM3,TSPAN14,CALCRL,PALM,HLA-E,NPL,TM4SF1,F2RL3,HDAC7,CDC42EP4,DLL1,CPNE2,EPOR,PCDH17,PECAM1,TFPI,GAS2L1,SHE,SMTN,ECE1,IFITM10,MAP3K6,TMEM256-PLSCR3,TGFBR2,NPY1R,SLC27A3,LAMB2,ELK3,LAPTM4B,GRASP,ST6GALNAC3,TBC1D4,NOS3,GALNT15,TLR4,SLC9A3R2,SLC7A8,TPM4,AKAP12,FLNB,WSB1,TCN2,RNF115,TUG1,RDX,EPHB4,NXPE3,KLF7,RASAL2,PLAC8,COL6A2,PREX2,SLCO2A1,NOVA2,RAPGEF5,CD93,CLEC14A,APOL1,ARAP3,PIM3,CUL4B,TRIOBP,LPAR6,HEG1,NFIB,PHACTR2,EDN1,PDE7B,RPGR,ZNF451,ATP13A3,MARCKS,ARHGEF7,CSRNP1,SLCO4A1,SHC2,SDCBP,NEDD9,ACTN1,NTS,SGSM1,SEPN1,PGM5,C11orf96,TMEM37,CD59 STANDARD_NAME Aizarani_Liver_C14_Hepatocytes_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SAA1,SAA2,PLA2G2A,HP,APOC3,ATF5,HAMP,APOA2,FGL1,FABP1,SERPINA1,ORM1,SULT2A1,MT1G,APOC1,SERPINA3,RBP4,APOC4-APOC2,ASS1,APOA1,AGXT,ANG,HPX,HPD,FGA,HPR,TTR,ALDOB,FGB,TMEM176B,SERPINF1,TMEM176A,FBP1,CYP2E1,DCXR,ORM2,FGG,MGST1,BAAT,APCS,SAA4,AHSG,APOE,CRP,HRG,VTN,CYB5A,NNMT,PEBP1,ADH1B,LRG1,SERPINF2,HRSP12,BHMT,SDS,AMBP,KNG1,HAO2,TAT,ADH1A,GSTA1,ECHS1,ADH4,TF,SERPIND1,MT2A,CLU,SOD1,AZGP1,MT1E,C9,HMGCS2,CYP2C9,CFB,APOH,CFHR1,FTL,PCK1,ASGR2,SORD,CES1,RARRES2,IGF2,ANGPTL3,MAT1A,PTMS,APOC4,AKR1C4,SERPING1,EPHX1,HPN,ACSM2A,PLG,HULC,TDO2,ARG1,ADI1,C4BPA,CYP2A13,SERPINC1,SLC10A1,C1R,HAAO,MT1X,C2,CYP4F3,CP,FTCD,ITIH3,CPS1,ABHD14A-ACY1,PTGR1,LEAP2,SELENBP1,HSD17B6,A1BG,CPN2,CFHR3,ALDH2,PCBD1,GLYATL1,ASGR1,PRG4,CYP2D6,HGD,PIPOX,F2,UGT2B7,RGN,APOM,PHYH,BHMT2,C1S,GSTA2,CYP2B6,CYP8B1,CYP1A2,REEP6,HAO1,FMO3,GLYAT,ACAT1,GPX3,GRHPR,PRAP1,IGFBP1,UQCRQ,APOB,PRDX6,A1CF,GADD45G,GPT2,LDHA,F9,ETFB,AKR1D1,ACSM5,GAMT,LECT2,ADH6,SPP2,CYP4A11,CYP3A4,CYP2C8,ALDH1A1,IFITM3,ALAS1,MT1F,GATM,CFH,F12,PBLD,ITIH1,BNIP3,GPX2,GC,INSIG1,MLXIPL,LBP,C8B,MPST,ALDH1L1,ACAA2,SERPINA11,APOA5,CMBL,TMEM56,C3,MTHFS,C8A,ALDH6A1,ALDH4A1,C4BPB,NIPSNAP1,SERPINA6,SMIM14,QPRT,SCD,CTD-3128G10.7,SLC27A5,SLC22A1,PLIN2,ABAT,CRYL1,UGT2B10,RBP5,PTP4A1,MPC1,EHHADH,GJB1,DPYS,AFM,MST1,CYP27A1,SCP2,PON1,SHMT1,MT1H,RDH16,IGFBP4,TST,ALDH8A1,QDPR,LINC01554,PON3,FAH,ATP5J STANDARD_NAME Aizarani_Liver_C17_Hepatocytes_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CYP2E1,CYP1A2,CYP4F3,SERPINA3,APOB,FGA,CYP3A4,MLXIPL,HPX,CP,CES1,CYP2B6,CRP,APOE,SERPINF2,TF,C1R,ASGR1,APOC1,HP,SERPINA1,ITIH3,AMBP,FGB,PLG,CFB,AGXT,A1BG,FN1,C1S,ACSM2A,IGFBP2,VTN,AHSG,ORM1,C3,CFH,F2,MST1,F12,FTCD,DCXR,UGT2B7,AZGP1,C9,KNG1,PTMS,F5,MT2A,IGFBP1,APOA1,RBP4,SERPINF1,CYP2C9,CPS1,BAAT,SERPINC1,C5,TNFSF14,APOA2,LRG1,APOH,FGL1,ITIH1,SERPIND1,HPN,HRG,MAT1A,EPHX1,CLU,APOA5,APOC3,CFHR3,SELENBP1,PLIN5,CYP2A13,FGG,CYP2C8,ADH1B,CXCL1,SAA1,SERPING1,GPT2,ACSL1,TMEM176B,AFM,SULT2A1,ASGR2,IGF2,CYP8B1,ORM2,ADH4,ADH1A,ABCA1,RARRES2,ANG,CYP2C19,SLC27A5,SERPINE1,TMEM176A,CES2,NNMT STANDARD_NAME Aizarani_Liver_C18_NK_NKT_cells_5 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS HSPA1A,HSPH1,RGS2,HSP90AA1,IL1B,MAFB,HSPA6,FCN1,HSPA1B,IER5,AIF1,ITGAX,VCAN,CTSS,LYZ,DNAJB1,C5AR1,HLA-DRA,HLA-DPA1,ANXA1,SAT1,BAG3,HSPD1,KLF4,FGL2,HLA-DPB1,PSAP,LILRB2,COTL1,TLR2,CD83,TYROBP,LST1,C1orf162,S100A9,SLC11A1,GPR183,FCER1G,CYBB,LILRB3,FGR,APOBEC3A,IGSF6,SGK1,HCK,CST3,FPR1,CD163,KCTD12,S100A8,HLA-DQB1,MS4A7,CLEC7A,IER3,CXCL8,NCF2,S100A11,CCDC88A,PLAUR,MPEG1,FCGR2A,CCR1,ATP2B1,RAB31,PHACTR1,HSPB1,FCGR3A,BCL2A1,VIM,P2RX7,AREG,ZEB2,TGFBI,SAMHD1,CCL3L3,PTK2B,PLEK,POU2F2,LINC00936,PTPRE,RNASE6,LYN,RNF144B,ADGRE2,IRAK3,LILRB1,HSP90AB1,NPC2,ALOX5,NCF1,PTPN6,CPVL,RILPL2,FGD4,SLC7A7,LAPTM5,HLA-DMA,EVI2B,PABPC4,CD37,HK3,C3AR1,CECR1,TNFAIP2,JARID2,SCIMP,DNAJA1,FTH1,ATP6V1B2,TNFRSF1B,HCLS1,KLF2,TET2,GADD45B,CSF1R,MNDA,HBEGF,H2AFY,MARCH1,CEBPB,PMAIP1 STANDARD_NAME Aizarani_Liver_C20_LSECs_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AKAP12,ADAMTS4,FLT1,AKAP2,ADAMTS9,STC1,C11orf96,EMP1,TIMP1,CTSL,TCF4,SOCS3,PTPN1,FGFR1,IL1RL1,MCAM,JMJD1C,PPFIBP1,ADM,UGCG,COL4A1,NR2F1,FCN3,DLC1,COL4A2,CEP170,SLC2A3,TM4SF1,OIT3,ITPRIP,DUSP6,RPGR,LYVE1,SOX7,TOP1,DDX21,MARCKS,YBX3,THBD,ANGPTL4,NID1,MAP1B,PDE2A,YES1,SHANK3,TUBB6,SPRY4,TIMP3,PLPP3,SASH1,SPARC,PTPRB,MEG3,APOLD1,ACKR3,DNASE1L3,RASIP1,IL1R1,LIFR,RRBP1,STAB1,BAZ1A,TINAGL1,FCN2,RAPGEF5,ZNF462,GPRC5A,BTNL9,ADAMTS1,TFPI2,DUSP5,UPP1,ADGRF5,CD14,C1QTNF1,TMEM2,ACTN1,CLEC4G,NRIP1,INSR,MRC1,NOS3,PXDN,PRSS23,STAB2,CRHBP,KDM6B,CDKN1A,PDLIM1,FAM107A,TNFRSF10B,CLEC4M,IGFBP7,BHLHE40,FAM43A,ADGRL4,HYAL2,S1PR1,SEMA6A,LDB2,IVNS1ABP,SLC4A7,RHOJ,NRP1,LUZP1,EFNB2,ETS2,APP,MRO,HIF1A,ITGA5,SDPR,CD93,F8,RELN,ARHGAP26,HERC1,PCDH17,HIC1,PRCP,CCL15-CCL14,NAMPT,LMNA,EPAS1,RBMS1,TFPI,DDX3Y,IL33,LIMA1,SOGA1,NCOA7,SEC14L1,PLTP,CDH5,TNFRSF10D,ARHGAP29,WWTR1,SBNO2,SORBS1,SLC25A37,PXN,USP13,CD59,PLXNA2,CSNK1E,NRP2,ICAM1,FOSL2,ERG,LIMCH1,PLAUR,ARHGAP23,PAPSS2,IFI27,CDC42BPB,KDR,NOTCH4,CD36,MYCT1,TANC1,TGM2,TCERG1,ENG,C5AR2,B4GALT5,C8orf4,FGF23,OSMR,MAST4,PLCB1,FOXC1,HIPK2,SPRY4-IT1,CNKSR3,STC2,TAL1,FOSL1,TIE1,PTRF,PLEKHG1,MYO10,SSH1,NAV1,RDX,WSB1,SERPINH1,TOX2,IL6ST,CLEC1B,CUL4B,CHD7,WARS,ARGLU1,MACF1,LRRC32,TCF7L2,ASAP1,MARCH3,JAM3,ROBO4,NFKBIA,PHC2,EIF5B,PREX2,RBM25,SPAG9,CD9,PIEZO2,MARCKSL1,DNMBP,S100A16,SLC7A8,PRKD3,FKBP1A,PNP,CRIM1,SRGAP1,RBM17,ITPKC,ARSG,CAMSAP2,PEAK1,HPCAL1,UACA,SHROOM4,IL4R,SGK1,CHSY1,FLNB,FXYD6,TGFBR3,ZNF160,SNX9,PVR,AFF4,BMPR2,GOLGA4,TMEM51,ADAM9,ROCK2,SERPINE1,IFI16,CCDC144A,BDP1,LGMN,VCL,RALA,DNTTIP2,MID1,ESAM,ZEB2,FILIP1,CCDC50,WDR60,GALNT1,KCTD20,BNIP3L,SLCO4A1,ARHGEF7,NOLC1,SLC20A1,PRICKLE2,AC092066.1,SEMA3F,SOX17,AHCTF1,KLF7,NDRG1,ANKRD11,PPP1R15A,NR5A2,KIAA0355,ZEB1,PEA15,RAI14,CDC37,STX12,NCL,CDK17,EEA1,FNDC3B,DAB2,GOLGB1,CXCL16,NXPE3,JUND,DCUN1D3,MIR4435-2HG,FAM65A,ITGA9,GRB10,RBBP6,ACP5,SNRK,SDCBP,WDR43,SLC7A1,DAAM1 STANDARD_NAME Aizarani_Liver_C21_Stellate_cells_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DCN,C7,COL1A1,COLEC11,COL1A2,COL3A1,IGFBP7,MFAP4,IGFBP3,FBLN5,BGN,CXCL12,DPT,FBLN1,LUM,COL6A1,CCL2,CTGF,ADAMTS1,PRELP,CRISPLD2,CYR61,SPARC,PTGDS,COL6A2,PTN,MMP2,INMT,PDGFRA,AEBP1,MGP,RGS16,SOD3,OLFML3,CD81,SERPINE1,CCDC80,QSOX1,LAMB1,GPX3,MYL9,SRPX,COL14A1,MMP19,NEXN,ADAMTSL2,CALD1,C11orf96,FILIP1L,CCDC3,TIMP2,COL6A3,PHLDA1,IGFBP5,COL4A2,COL5A1,CH25H,ACTA2,C1R,CDKN1A,RBP1,HGF,THBS2,EDNRB,EGR1,PLCXD3,CFH,GEM,LTBP4,TNS1,ADAMTS2,VIM,SSPN,ANK3,FSTL1,EFEMP1,MAP1B,AGTR1,TIMP1,C10orf10,RGS2,LGALS1,MATN2,NFIX,DKK3,GGT5,PCOLCE,RN7SK,THY1,NR2F1,RRAS,CYBRD1,TIMP3,CDC42EP3,LMNA,CCBE1,GSN,JUNB,MT1M,FBLN2,CLDN11,TCEAL4,SYNPO2,BTG2,FHL1,EMP1,MYC,ENG,LAMC3,MXRA7,PRKCDBP,MYH10,CPXM2,TMEM204,ANTXR1,CRYAB,CEBPD,PCDH9,ITGA9,GPC6,SLIT3,FBN1,RBPMS,ITGB1,RGS4,SFRP1,HSPB1,SOCS3,ZFP36,CSRNP1,LRP1,ITGB5,TSC22D1,FOS,ACTN1,LGALS3BP,ARID5B,KLF4,MASP1,C1QTNF1,C1S,ITGA8,DDR2,COL4A1,KAZN,CSRP1,THBS1,PROS1,MAFF,NR2F2,FOSB,IL1RL1,PALLD,RND3,MARCKS,VCL,MITF,CTDSPL,NFIA,MYADM,MYLK,TIPARP,CEBPB,RBMS3,CAV1,DPYSL2,IFITM3,CITED2,LAMC1,IGFBP4,TPM4,BMP2,PTRF,TSC22D2,IER3,SERPINF1,ITM2C,PRSS23,ATN1,ZFP36L1,AKAP2,IFITM2,EPAS1,GLUL,DSTN,ALDH1A1,MKNK2,CD63,SLC38A2,H19,CCNI,ACTN4,TCF4,DYNLL1,HLA-DRB1 STANDARD_NAME Aizarani_Liver_C22_Resident_B_cells_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MZB1,DERL3,SSR4,BLOC1S5-TXNDC5,ITM2C,HERPUD1,FKBP11,SEC11C,XBP1,FOSB,FCRL5,POU2AF1,RAB30,ERLEC1,LY9,CREB3L2,MEI1,FAM46C,HSP90B1,CH17-212P11.5,CD79A,SLAMF7,H1FX,SDF2L1,PRDX4,AMPD1,PTK2B,CD27,TSC22D3,HLA-DOB,SPCS2,BTG2,PLPP5,CRELD2 STANDARD_NAME Aizarani_Liver_C23_Kupffer_Cells_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS S100A8,S100A9,VCAN,FCN1,THBS1,CTSS,LYZ,SLC11A1,FPR1,S100A12,TKT,FGR,C5AR1,MNDA,CYBB,NCF2,RGS2,SELL,PLAUR,CLEC4E,TLR2,S100A6,TYROBP,HCK,PSAP,MPEG1,CSF3R,SAMSN1,IL1R2,MAFB,IL1B,LILRB3,LRRK2,FAM65B,AIF1,POU2F2,EVI2B,APOBEC3A,LILRB2,ITGAX,IRAK3,VIM,RN7SL368P,ZEB2,GCA,S100A4,PTPRE,PLBD1,CD163,CD300E,TNFRSF1B,RAB31,FCER1G,SAT1,IL17RA,IGSF6,CSTA,SERPINB1,AP1S2,ATP2B1,TNFSF13B,DOK3,PTAFR,RILPL2,CCDC69,BCL2A1,MEGF9,ANXA1,TSPO,COTL1,CTB-61M7.2,CCR1,EREG,CLEC7A,CD55,PTK2B,SLC2A3,USP15,C1orf162,S100A11,TNFAIP2,LINC00936,MARCH1,KCTD12,NFAM1,AGFG1,KLHL8,MYO1F,C10orf54,SKAP2,PLEK,IFNGR2,GRN,HK3,CFD,CDC42EP3,ITGB2,SLC7A7,EFHD2,JARID2,SECTM1,SPTLC2,SDCBP,CFP,LINC01001,EMILIN2,ITGAM,SIRPB1,CREB5,CPPED1,ARRB2,APLP2,CLEC12A,WAS,FCGR2A,VNN2,GAS7,AMICA1,RNF144B,PLXDC2,LAPTM5,CCDC88A,GNAI2,JDP2,SRGN,CXCL8,AC074289.1,MX2,DUSP6,AREG,PRKCD,VSTM4,H2AFY,NAIP,NAMPT,CD37,CECR1,LRRFIP1,SLA,TREM1,AHR,LST1,PTGS2,MPP1,FGL2,SLC43A2,SAMHD1,TRPS1,FYB,ACTB,LGALS1,TALDO1,C12orf77,ZNF471,RASSF2,BASP1,GLIPR2,ATP6V1B2,LINC01272,VMP1,LY86,CD44,HSPA1B,RTN3,SIRPB2,RNASEK,PILRA,CNTRL,SOD2,OAZ1,PARVG,PRKCB,CPVL,NFKBIA,TYMP,GRB2,CALM2,FBLIM1,TMEM127,LIMS1,SH3BGRL3,CD93,CSGALNACT2,DDX60L,GK,NLRP12,PLP2,ZNF281,SMAP2,LTA4H,PKM,ALOX5,KCNMB1,S100A10,METTL21A,ATP6V0B,ROCK1,BCL6,PHC2,ADRBK1,CKAP4,LYN,CD14,CD52,FTH1,CTSB,ALDOA,RNF130,SLC25A37,TRIM38,TET2,PLCB2,GMFG,HSPA1A,GMEB1,FKBP1A,PTEN,RHOG,IRS2,MACC1,HCLS1,PCDH11Y,PREX1 STANDARD_NAME Aizarani_Liver_C24_EPCAM_pos_bile_duct_cells_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DPCR1,KRT19,MMP7,SPP1,CLDN4,KRT7,CEACAM6,CD24,PIGR,ANXA4,TACSTD2,ELF3,S100A6,GABRP,KRT8,TM4SF4,AKR1B10,ANXA2,MUC1,KRT18,SLPI,SPINK1,ONECUT2,TNFRSF12A,AGR2,CCND1,MUC5B,TFF3,EZR,SOX9,CLDN7,LCN2,TM4SF1,CFTR,UGT2B15,CLDN3,GPX2,GALNT4,SLC12A2,LGALS4,KLF5,SHROOM3,SOX4,S100A10,SPINT2,ANXA13,TSPAN8,GSTP1,SPINT1,TTN,SLC4A4,LGALS3,TMC5,EPCAM,PMEPA1,TPPP3,HSPB1,SDCBP2,SORBS2,TAX1BP3,NQO1,ATP1A1,BACE2,PDZK1IP1,DSP,CDH1,DSG2,VSTM2L,TSPAN3,CDC42EP1,LAD1,GOLM1,DDR1,LGALS2,CD59,CXCL6,ACTG1,BIRC3,MLPH,VTCN1,PERP,FXYD3,ANPEP,LMNA,MUC13,S100A14,S100A11,OCLN,CDKN1C,KLK11,TPM1,TST,WFDC2,CLDN10,ATF3,PHLDA2,DUSP4,LMO7,KCNJ15,PLD1,CAPN2,SLC5A1,FA2H,CHST4,MAL2,KIAA1522,CLDN1,PPDPF,CD63,CES1,PVRL2,TPM4,MYO1C,TNFRSF21,LAMB3,WEE1,TUBB4B,TXLNG,CD151,SPTBN1,CRYAB,CAV2,AQP3,MSI2,TRNP1,CYSTM1,SDC4,CALM2,DYNC1I2,SPATS2L,SGMS2,CGN,ENAH,GCNT3,DSTN,FAM102A,TUBB2A,BMP2,CXCL8,NGFRAP1,TJP1,ERBB3,PTPRF,CLU,TSPO,HBEGF,ACTN4,DEFB1,RBM47,DCDC2,AKR1C2,ATP1B1,CAMK2N1,RAB11FIP1,SLC12A7,ANXA11,ABHD2,CTSH,GTF2I,ITGB1,TAGLN2,LRP10,TNFAIP2,PRDX5,GADD45A,ABLIM1,CYFIP1,ANXA5,CHP1,LMO4,MLLT4,TXN,FAM46A,AQP1,VAMP8,MYADM,CLINT1,RAC1,MYL12B,CPM,NFIB,TUBB,NR2F2,CLIC1,MYL6 STANDARD_NAME Aizarani_Liver_C25_Kupffer_Cells_4 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AREG,GPR183,HLA-DPA1,HLA-DRA,FGL2,RGS2,HLA-DPB1,HLA-DRB1,HLA-DQB1,HLA-DQA1,HLA-DRB5,ATP1B3,NR4A3,IL1B,SRGN,C1orf162,FCGR2A,C5AR1,SAT1,CD83,HBEGF,PLAUR,ITGAX,PLEK,CST3,FCER1G,RNASE6,IL1R2,IER3,LST1,RAB31,KCTD12,TGFBI,RGS1,CD163,SGK1,NR4A2,FCER1A,PHACTR1,REL,PTPRE,FCN1,TLR2,TYROBP,CTSS,HLA-DMB,CD1C,VIM,CYBB,FGR,AIF1,SAMHD1,OGFRL1,HLA-DMA,CCDC88A,ARRB2,CXCL3,GPX1,RILPL2,MS4A7,CD86,TNFRSF1B,AHR,IRAK3,NAMPT,HCLS1,COTL1,CLEC7A,MAFB,KDM6B,MPEG1,JARID2,THEMIS2,STK17B,CXCL8,H2AFY,KLF4,FPR1,CD55,CLN8,RNF144B,IRF8,LYZ,MAP3K8,THBS1,GPAT3,BASP1,ATP6V1B2,GRN,CSF1R,ANXA1,EREG,FGD4,CMTM6,CLEC10A,CLEC4E,B3GNT5,IL13RA1,EVI2B,MARCH1,S100A11,LYN,IL1RN,RGCC,RNASET2,VCAN,AMICA1,SELL,CIITA,PSAP,PABPC4,PPT1,SYK,LILRB3,GAPT,ADGRE2,LILRB2,HERPUD1,MIS18BP1,CPVL,SERPINB9,PMAIP1,PSTPIP2,GZMB,METRNL,GNA13,ITGB2,H3F3A,CECR1,NPC2,ATP2B1,DDX21,THBD,VEGFA,CXCL16,PABPC1,FTH1,RPL36A,TNFSF13B,POU2F2,LRRFIP1,EMILIN2,SAMSN1,NLRP3,LAPTM5,ZEB2,IRF4,LGALS9,TET2,NCF2,ZNF331,SLC11A1,SH2B3,HSPA6,CNTRL,HLA-DOA,CXCR4,RHOQ,HCK,PTK2B,AP1S2,ACTB,CELF2,KLHL6,LILRB1,IGSF6,FLT3,PLD4,LITAF,ICOSLG,TMSB10,LIMS1,SLC15A3,MNDA STANDARD_NAME Aizarani_Liver_C28_NK_NKT_cells_6 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SRGN,TNFAIP3,ZFP36L2,AIM1,CREM,ZNF331,CXCR4,RGS1,IL7R,XCL1,BTG1,CNOT6L,CD44,SPOCK2,CD69,AREG,EMB,GPR171,SARAF,NR3C1,STK4,FAM129A,ATP1B3,TSC22D3,SLA,STK17B,CYTIP,SLC38A1,ARHGDIB,PRDM1,PTPRC,FAM177A1,RBPJ,SAMSN1,ETS1,PDE7A,PTGER4,RNF125,RUNX3,NFKB1,LCP1,PARP8,PPP1CB,SYTL3,ITK,KIT,WIPF1,KLRB1,SH2D2A,CD53,FYN,SMCHD1,DUSP4,EVI2A,ANXA1,GATA3,AKNA,PBXIP1,TCF7,EML4,MYBL1,SMAP2,CDC42SE2,PAPD5,FAM46C,RPS27A,STK17A,MAF,CELF2,CD40LG,USP36,PPP2R5C,JUNB,RGCC,AUTS2,BCL11B,LEPROTL1,PIM2,SATB1,FNBP1,RPL36A,RPS29,RCAN3,TRAC,CD52,PDE4D,PPP1R2,ZC3HAV1,GPRIN3,RPS27,PIK3R1,IL2RG,PDCD4,CXCL13,RASSF5,LEF1,TRBC2,TXNIP,CXCR6 STANDARD_NAME Aizarani_Liver_C29_MVECs_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MGP,EMP1,FAM107A,TM4SF1,VWF,CLEC14A,ADAMTS1,SPARCL1,CAV1,CPE,LMNA,C7,VIM,C11orf96,ITGA5,IGFBP7,CD9,MMRN2,FOXC1,EPAS1,RNASE1,CTGF,SDPR,PRSS23,EDN1,THBD,SRPX,PTPRB,IL6,MYADM,FBLN2,HEG1,IL33,PECAM1,DLC1,FKBP1A,TSC22D1,TGM2,POSTN,PLPP3,YBX3,TIMP1,CRIM1,TIMP3,PDLIM1,TGFBR3,CDKN1A,AQP1,LDB2,NDRG1,TUBB6,PTRF,CRIP2,ABI3BP,MMRN1,CD34,FNIP2,AKAP2,C1QTNF1,LIFR,ITPKC,TCF4,RFK,GJA1,SPRY1,JAM2,CYR61,ADAMTS9,PLPP1,DPYSL3,ADAMTS4,PNP,BMPR2,FILIP1,DKK3,PALMD,MYCT1,TPM4,FLNB,CD93,CD59,TIE1,ITPRIP,RAMP2,IL1RL1,CALCRL,FOSL1,EFNB2,COL3A1,ESAM,APOLD1,EMCN,IFI27,ATN1,IFITM3,ENG,TSPAN7,NFATC1,NFATC2,PTGS1,COL8A1,ARHGAP23,SLCO2A1,ID1,STC1,SOX7,CAV2,TUBB4B,PTGIS,HSPB1,WARS,BMP4,A2M,LMO2,TAGLN2,TUBA1A,F8,FOSB,JMJD1C,TIMP2,ANXA2,ANXA1,ATP1A1,PLTP,DOCK9,MDK,SELP,GNG11,PALM,GPX3,RAMP3,NFIA,GALNT15,DUSP6,PEA15,CDC42EP3,S1PR1,ERG,INSR,ITM2B,CHSY1,FXYD6,BMX,PLEC,TFPI,PTHLH,NR2F2,MYC,TACC1,SERPINE1,LAMB2,TINAGL1,SOCS3,SEC14L1,WWTR1,PKIG,TEK,PGM5,CYB5R3,NDRG4,DOC2B,SPTAN1,LIMCH1,F2R,RPGR,ABLIM1,JUND,FAM65A,HBEGF,KLF2,CD151,SWAP70,GPM6A,APP,SELE,ARID5B,GPRC5A,STOM,NRN1,B4GALT5,MIDN,IFITM2,LRRC32,BGN,FGF2,GNAI2,FLOT1,HYAL2,RFX2,MIR22HG,SYNPO,ADGRL4,NOLC1,MAFF,IL1R1,NR2F1,RSPO3,TMTC1,IGFBP3,KDM6B,AHNAK,MATN2,S100A16,CDH5,GNAS,NASP,EHD2,SERPINB9,NTS,FLT1,CSRP1,DDX21,HLA-E,MECOM,AIF1L,KIAA0355,HIF1A,CRTAP,GJA5,SPTBN1,NFIB,PLVAP,MYOF,KLF4,ELK3,FGD5,UPP1,INPP1,FILIP1L,LIMA1,PTPRG,CCL15-CCL14,PARVA,TLR4,B4GALT1,ID3,OMD,TTC28,NUDT10,NEDD9,CMIP,LTBP4,SULF2,CD320,SERPINB6,EHD4,FAM129B,TP53I11,CLDN5,ARL4A,TNS2,SNTB2,INMT,CLEC3B,ST6GALNAC3,GSN,ECE1,KCNN3,IFI6,NCOA7,CYYR1,DSTN,MAST4,TSPAN18,AFF1,TMEM47,IGFBP4,PLSCR4,SASH1,ACKR3,OAZ2,CTNNAL1,SKI,PTGDS,RHOJ,AVPI1,TSC22D2,TCF7L1,ADGRG1,ARHGAP31,ADGRF5,TRIOBP,UACA,PTPN14,ASAP1,RBMS3,CGNL1,TMCC3,S100A10,TMSB10,NOS3,ACTN1,LUZP1,TFPI2,AKAP12,CNTNAP3B,DPYSL2,ITM2A,KCTD12,NPDC1,SPAG9,KLF3,PTTG1IP,MYO1C,SPRY4,PREX2,CD55,NOTCH4,HSP90AB1,ATP1B3,NOP56,PDLIM5,YWHAE,PTPN12 STANDARD_NAME Aizarani_Liver_C30_Hepatocytes_4 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TNFSF14,CRP,CYP4F3,CYP2B6,RN7SL403P,WDR31,CYP3A5,NSUN6,MLXIPL,ACSM2A,ECHDC2,CP,SLC13A5,CYP2A13,MST1,LL22NC03-2H8.5,F5,ASGR1,PLIN5,CYP2C19,IL6R,FAM46A,HGD,LA16c-306A4.2,ZKSCAN1,LINC01554,GADD45G,RN7SL510P,MAT1A,HAL,ADGRA3,F12,DST,H6PD,CTB-50L17.8,TENM1,ERRFI1,CTD-3080P12.3,CTB-50L17.14,ZMAT3,C2orf68,SLC23A2,AFM,ACSL1,ITPR2,PROC,ERBB3,ZC3H13,CFH,CYP2C8,CTA-228A9.4,AR,LONP2,FAM20A,FTCD,SLC43A2,INSIG1,LINC00574,SLC39A14,SHROOM1,ITIH3,PNPLA3,ARHGEF26,ABCA6,ZFAND5,CYP3A43,LEAP2,SELO,C4BPB,CPS1,PLGLB1,DIS3,AC144450.2,ZNF283,LINC01285,GPT2,CMB9-22P13.1,MIRLET7BHG,DDI2,KIAA1919,PTK6,CPEB4,ZNF605,PCDH11Y,CHRD,C8A,AGXT,HLF,CTB-89H12.4,C17orf75,PCDHB1,FST,BCDIN3D,CYP2C9,RAD54L2,TRIM72,FBXO48,COLEC12,INTS6,BIVM,C5,SELENBP1,ABCC2,CA5A,PROZ,KREMEN1,ST3GAL6,CTA-315H11.2,RN7SL134P,ZNF454,RPS6KA5,TJP2,CLMN,NTRK3,RN7SL811P,GABPB2,TSHZ2,MTMR9,HEMK1,VSTM4,DSG3,PPP2R1B,ARMC9,NUGGC,ABLIM3,HAO2,PTPN3,SNHG23,ACADVL,ASL,CLNK,GCKR,IDH2,NLRP12,SEMA3E,AASS,HGFAC,LMOD3,PPARA,PCK1,SH3PXD2A,ENPP1,CYB561A3,TLCD2,C1R,NR1I2,TMEM56,DNAJC22,LINC00887,GPAM,VEGFA,ARIH2OS,PCYT1A,SLC35E3,GPR82,A2M,SLC17A9,GATM-AS1,EPHX2,PCAT7,CCBE1,LINC01502,COL27A1,SNORD3A,GGPS1,CFHR3,GRB14,FKBP5,DDX10,C6,ALDH1L1,COMMD2,CAMK1D,DGKH,LRCH3,XPR1,POR,AC004490.1,CYP3A4,ADPRHL1,FAM73A,CEP89,GMEB1,C1orf168,TMEM192,ZBTB25,METTL21A,SLC25A18,TAT,CTD-2340E1.2,SLC25A37,TMEM87A,CMC2,LACTB2-AS1,FMO5,FOXO3,ABCA1,MAVS,AIG1,HELB,SGSM1,INE2,CTD-2349P21.7,ASPG,NBPF11,FBXO31,KIZ-AS1,FMO3,IKBIP,EXOC3-AS1,LSINCT5,HSPA4L,SLCO1B3,PIK3C3,CTD-2292M16.8,RALGAPA2,ITGA9-AS1,ARHGEF10L,DHTKD1,MREG,KPNA6,KIAA1456,LUADT1,CTD-2270L9.2,CTD-3099C6.11,IGFBP1,ALAS1,QSOX1,NOS1AP,NBPF12,MAP3K14,LINC00963,KCNMB1,MACC1,COBLL1,IL1RAP,MAS1,SRSF11,ANGPTL4,ID2,GNL3L,SERAC1,MOGAT3,GSDMB,ARL10,CHDH,VSIG1,ACACB,ZNF397,SEC14L4,GTDC1,SLC25A13,HPN,PHF6,LINC01209,A1CF,ACER3,AP000355.2,FAM161A,DSG2,AIPL1,PROX1,FBXO21,LINC01116,PNISR,ZNF426,SIK2,GCGR,ARG1,SVOP,CTD-2012K14.5,ACAD11,CCNL2,PABPC1L,NEDD9,FBXO17,KIAA0101,CCT8,RUNDC1,BAAT,SLC25A16,PTAFR,FAM98B,GRTP1,PPP6R2,C5AR2,SDS,FAXC,SEC23A,RNF216,MKLN1-AS,CAPN3,ONECUT2,PDE4DIP,ABCA5,SCML1,RN7SL602P,IDS,TMEM106A,SGMS1-AS1,RAMP2-AS1,BDH1,MEGF9,ADCY1,LRRC27,RCL1,LRP6,ABCC3,SIN3B,PART1,KCNA7,MAST4,MLXIP,RNF41,PPP1R3B,BHMT2,LINC00895,POLR2J3,WNT2B,AC008079.10,MYO1B,MUC3A,PTP4A1,UCKL1-AS1,ACSM5,UBR4,DDR1-AS1,SLC31A1,CCDC30,ZNF556,SLC28A2,DESI1,COL18A1,RANBP10,PHKA2,APMAP,RN7SL605P,RSPH3,FBXO22,MFAP5,STAT3,FMN1,MDM2,PLIN4,KIR3DX1,TMEM189,LYRM7,C15orf40,TNRC6A,GLYCTK,STXBP5-AS1,LINC00969,FEM1A,TMEM254-AS1,ELL2,UBN2,AC004702.2,AP1M1,ADGRG6,TAF8,RN7SL391P,RNF115,BCL6,GTF2H2,ULK1,MTO1,GNE,KB-1836B5.1,OLAH,CXCL1,CYP2D6,ZNF154,PHF8,TTC38,LL22NC03-86G7.1,CCDC142,NAA16,GFOD2,EMC10,ITSN1,F7,GTPBP10,PDE6A,SLC14A2,ZHX3,YIF1B,RIOK3,ATF3,FBXL18,ZNF641,FOXO1,PHACTR4,HDHD3,GTF2H2C,RBL1,GOLGA8B,SORL1,IRS2,LINC01521,AC004951.6,LRRC57,SRD5A1,AC074117.10,ARSK,MKNK2,BHMT,METTL2B,ICA1L,CTD-2368P22.1,ZNF554,LRRC58,CNKSR3,BCO2,XKR4,SUGP2,STEAP4,HAP1,YIPF4,NFX1,IYD,ZNF419,CHORDC1,SLC7A2,PDP2,ITIH1,NCBP3,CTC-204F22.1,DSTYK,ZNF264,AK3,PPARGC1A,SNAP29,TUBD1,HEATR5A,ABHD15,ZNF101,CSAD,L1TD1,GS1-124K5.11,AHI1,PNPT1,PAN2,RHOBTB3,HPX,NNT-AS1,MPV17L,PPP1R12B,SLC27A2,FHL2,RN7SL202P,RBBP5,KIF1C,TNFAIP8L1,TEAD1,DNAJA1,UTP23,DCPS,ZYG11B,GPR1-AS,ZNF639,PAH,LEPR,RN7SL694P,EFNA1,ZCCHC6,RPS27L,GABPB1-AS1,UBE2G2,VHL,KLF6,NNT,PLEKHA2,NDUFV3,RAB27A STANDARD_NAME Aizarani_Liver_C31_Kupffer_Cells_5 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TNFSF14,CRP,SAT1,MYH11,SLC11A1,NSUN6,LILRB1,LILRB2,IRAK3,POU2F2,MST1,FAM46A,CYP2B6,STK19,CCDC88A,MLXIPL,PLIN5,CTSS,MAFB,FGR,LILRB3,SELO,C5AR1,FST,DISP2,MARCO,LYN,RBM25,H6PD,TYROBP,VCAN,ACSM2A,KCNAB2,IL1B,PTK2B,PSAP,ADAP2,ZEB2,TENM1,IL1RN,ATP1B3,SAMD5,SLC13A5,ITGAX,CD300E,CTB-50L17.8,LST1,ASPG,MDM2,ATP2B1,APOBEC3A,CHRD,LINC01272,AIF1,ACADVL,MS4A7,ARHGEF10L,PLAUR,TNRC6A,NTRK3,FCN1,BAZ1A,SHROOM1,C3orf62,VMP1,RNF144B,IL6R,PAG1,LINC00969,PHF8,MEGF9,SVOP,MIRLET7BHG,GPT2,SH3BP2,FCER1G,CTSB,EFNA1,ITIH3,GADD45B,CYP4F3,UTP23,VSIG1,CYBB,NLRP12,CLEC7A,DSG3,JARID2,RN7SL510P,C4BPB,FCGR3A,NKTR,SLC25A37,RGS2,MT2A,KIAA1919,ECHDC2,LRRFIP1,ACOT9,MPV17L,STAT3,TCF7L2,WARS,REL,CTB-89H12.4,CTA-228A9.4,ROCK1,METTL21A,S100A11,CALD1,CYP3A5,COTL1,ZMAT3,SLC43A2,GGPS1,ZC3H13,EVI2B,NAMPT,TNFRSF1B,ZKSCAN1,LUC7L3,CYP2A13,TLCD2,LONP2 STANDARD_NAME Aizarani_Liver_C32_MVECs_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CXCL9,PRSS23,LIFR,ACKR1,INMT,SELE,FSTL3,TGM2,PTGDS,TIMP3,CRIM1,FOXC1,PTPRB,CXCL1,WARS,HYAL2,FGFR1,C7,IFI27,NOS3,CXCL11,VWF,MATN2,PELI2,IL1R1,TAL1,RNA5-8SP3,CLDN11,SRPX,SMAD6,NDRG1,PTGS1,FBLN2,TSC22D1,GBP4,RAMP3,IGFBP7,PTGIS,DPYSL2,BMX,VCAM1,SOX7,EPHB4,EPAS1,NRP2,PPFIBP1,THBD,HSPB8,FCGR2B,TLR4,GPM6A,ARL4A,ACKR3,NPDC1,TIAM1,MAPK7,CEBPD,NOVA2,PDLIM1,CALCRL,EHD4,NTN4,ADGRG6,PDE2A,PECAM1,ACTN1,KLF4,ZCCHC24,NOSTRIN,ENG,SNTB2,KRAS,MMRN2,HEG1,TNFSF10,TACC1,AKAP12,IRAK3,SOCS3,ANKRD26,NFIA,ZMYND8,TGFBR3,FKBP1A,IFI44L,WWTR1,SPRY4,TNS1,SPRY1,APP,AFF1,NCOA7,PARP14,IL33,IL6ST,BST2,RNASE1,HDAC7,ID1,C11orf96,CSRNP1,BHLHE40,SLC38A2,IFITM3,KLF2,CFLAR,LL22NC03-2H8.5,GIMAP4,APOL1,NR2F2,ITPRIP,SGK1,APOLD1,PRCP,NFKBIZ,TFPI,SPTBN1,KLF9,TRIM56,HLA-E,IL32,ITM2B,IFITM1,HLA-B,HLA-A,B2M,TMSB10 STANDARD_NAME Aizarani_Liver_C33_Stellate_cells_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS RGS5,IGFBP7,MAP1B,COL1A1,COL3A1,NOTCH3,ACTA2,SPARC,COL1A2,COLEC11,BGN,COL6A1,COL4A2,MYL9,MYLK,CALD1,ITGA1,ADAMTS1,MYH11,TPM2,IGFBP5,CPE,COL5A1,TNS1,NEXN,TIMP3,LAMB1,CRISPLD2,RASD1,ISYNA1,RCAN2,PLA2G5,UACA,EBF1,FXYD6,PHLDA1,COL6A2,CRYAB,MGP,AC013461.1,ITGB1,SOD3,C11orf96,NRXN1,LHFP,ID3,CCDC3,GPX3,TPM1,TSC22D1,ID4,SEPT4,PTN,PLAT,ANTXR1,ITGA7,KLHL23,ARHGEF17,COL4A1,PRKCDBP,FIGN,KANK2,PBX1,DBNDD2,PELO,SPARCL1,SEPT11,GJA4,PALLD,CYGB,OAZ2,RBPMS,EPB41L2,NID1,LGALS1,TBX2,CLMN,NT5DC2,PRKG1,LGI4,MCAM,FLNA,ANK3,VIM,MXRA7,TPM4,PXDN,LAMC1,SEMA5A,C7,MBTPS1,IMPA2,ANXA6,MEF2D,RBMS3,PTH1R,CCDC92,CDC42BPA,TOB2,PLS3,DLC1,NUDT4,ZFHX3,TSPAN3,PAG1,PPP1R12B,A2M,PCM1,ATP1B3,BAZ1B,NR2F2,ENAH,CAV1,ATN1,EPAS1,TOB1,ADGRF5,CAMK2N1,NFIA,LUC7L3,DST,IFITM2,TLN1,GNAS,MYH9,CD59,LPP STANDARD_NAME Aizarani_Liver_C34_MHC_II_pos_B_cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MS4A1,CD79A,CD37,POU2F2,BIRC3,TCL1A,CD79B,FAM129C,BANK1,SPIB,CD52,PAX5,FCRL1,BACH2,FCMR,MARCH1,SYK,SELL,RALGPS2,YBX3,TTN,FCRLA,P2RX5,FAM65B,STX7,IQSEC1,LTB,PRKCB,CCR7,LINC00926,TNFRSF13C,AFF3,CD83,HLA-DRB5,BCL11A,EBF1,UCP2,HSH2D,KIAA0226L,PCDH9,IRF8,POU2AF1,PTPN6,ISG20,LIMD2,VPREB3,CD22,NCOA3,CD19,CLN8,RCSD1,DGKD,CYFIP2,C1orf186,TLR6,GABPB1-AS1,HLA-DQA1,LYN,MTPN,SP140,LAPTM5,AEBP1,MAP3K1,EGR3,DOK3,GNG7,MPEG1,FCRL2,RPS11,PLEKHA2,SLC9A7,SEPT6,PTPRCAP,TMEM154,KIAA0040,EVI2B,FOXP1,HLA-DQB1,CIITA,TLR10,MAP3K8,ATP2B1,ITM2C,RPS8,CAMK1D,LUC7L3,SMAP2,KLF2,BICD2,CLCN6,CD1C,RNASE6,PPM1K,NCF1,SWAP70,ARHGEF18,PDE7A,CNTRL,SF1,RPL18A,CXXC5,PARP15,DDX6,PARP1,HLA-DPB1,ORAI2,CLEC2D,BOD1L1,CXCR4,LYST,RPS27,HLA-DRA,RPL13A,CD82,PLAC8,MDM4,RPLP2,ARL10,CYBB,IL4R,MKNK2,HLA-DRB1,RPS23,NAP1L1,CORO1A,RNASET2,RPL39,RPL19,RPL18,EEF1B2,EEF2,RPS5,ATF7IP,FAU STANDARD_NAME Aizarani_Liver_C38_Resident_B_cells_3 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS JCHAIN,BLOC1S5-TXNDC5,DERL3,MZB1,SSR4,ITM2C,HERPUD1,FKBP11,RAB30,POU2AF1,CD79A,FCRL5,CREB3L2,MEI1,XBP1,CD27,SEC11C,HSP90B1,AL928768.3,FAM46C,SLAMF7,PELI1,LY9,H1FX STANDARD_NAME Aizarani_Liver_C39_EPCAM_pos_bile_duct_cells_4 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 31292543 PUBLICATION_TITLE A human liver cell atlas reveals heterogeneity and epithelial progenitors AUTHORS Aizarani N,Saviano A,Sagar,Mailly L,Durand S,Herman JS,Pessaux P,Baumert TF,Gr�n D GEOID GSE124395 EXACT_SOURCE Supplementary Table 1 Gene expression signatures of all clusters. Official gene symbol, mean expression across all genes not contained within a cluster (mean.ncl), mean expression across all genes contained within a cluster (mean.cl), fold change between cluster and non-cluster cells (fc), differential expression p-value (pv, see Methods), and Benjamini-Hochberg corrected p-value are given. Only genes with P<0.01 are shown for each cluster. (n= 10,372 cells). These cluster markers were further filtered to include only genes with a FC>2. EXTERNAL_DETAILS_URL http://human-liver-cell-atlas.ie-freiburg.mpg.de/ CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS FSTL3,CXCL8,CCL2,CXCL6,TNFAIP2,CCL20,CXCL3,TM4SF1,TACSTD2,CLDN4,CLDN1,SOX4,ELF3,SOX9,TNFRSF12A,KRT7,ITGB8,NUAK2,PMEPA1,GDF15,SLC12A2,SDC4,BIRC3,CREB5,LIF,MYADM,INHBA,LAMC2,KRT8,TM4SF4,NFKBIA,TRNP1,HSPB1,CXCL1,CDH1,CX3CL1,NFKB2,DSP,BICC1,ACTN4,SOD2,CRYAB,CFTR,THBS1,RAB3IP,SGMS2,PIM3,ACTG1,OCLN,KLF5,CTBP2,SPTBN1,EDN1,AHNAK,MYH9,SPSB1,ANXA2,VCL,CLDN7,CITED4,LAD1,TRPV6,UCA1,PHLDA2,MCAM,KRT80,CHST4,KRT18,ALCAM,HBEGF,TP53BP2,COBL,GPRC5B,ANXA4,EPHA2,SLC3A2,CD59,LAMB3,TUBB6,SFRP5,S100A14,HMGCR,EZR,C6orf132,TNKS1BP1,KRT19,NCOA7,TPM1,ANKRD1,RTN4,ITPKC,NCEH1,TJP1,RASSF8,CSF1,VEGFA,EPCAM,MMP7,TRIM47,BMP2,HSPA1A,WEE1,PKHD1,NFKB1,MET,TNFRSF21,ENAH,ABCB1,S100A6,MYO1C,ATF3,ANXA5,HMGCS1,ZYX,FGFR2,CDC42EP1,ADAM9,GADD45A,PFKP,PKP4,KDM6B,MAFF,DCDC2,SLC12A7,ITGB1,SLC7A1,SORBS2,RNF19A,BCL2L1,RRBP1,ATP1A1,FLNA,MLLT4,SLC5A1,SQSTM1,RAB11FIP1,NEDD9,SYNJ2,SPINT2,MAP4,IRS2,IFNGR2,SPATS2L,NRG1,HSPA1B,EGFR,CD47,HDGF,PDLIM1,FLNB,VMP1,TNFRSF10B,ATF4,DEFB1,MSMO1,MYO6,CD151,ZBTB20,SCARB2,FAM46A,DSG2,LAMP2,UGCG,IL32,HSP90AB1,HSP90AA1,CRIM1,DST,S100A11,UBE2B,CD24,CALM2,ALDH3A2,BAZ1A,CD63,KLF6,YWHAE,CPM,TPM4,SERPINA3,SYNE2,APLP2,SAT1,CCNL1 STANDARD_NAME Gao_Esophagus_25W_C1_Ciliated_Epithelial_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Esophagus_25W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AARS2,ABCA13,ABCB10,ADAP1,ADGB,ADGRE5,AGBL2,AGBL5,AK8,AK9,AKAP14,ALDH16A1,ALDH1A1,ALDH3B1,ALMS1,ANKMY1,ANKRD18A,ANKRD54,ANKRD66,ANKUB1,AP3M2,APBB2,APCDD1,APH1B,ARHGAP18,ARHGAP39,ARHGEF11,ARHGEF38,ARL13B,ARMC2,ARMC3,ARRDC1-AS1,ASIC1,ASTN2,ATAT1,ATP2C2,ATP6V0A4,ATP6V1C2,ATXN2,B9D1,BAIAP3,BASP1,BBS1,BBS5,BCAS3,BHLHB9,BPIFB1,BTC,C10orf107,C11orf16,C11orf70,C11orf88,C12orf76,C16orf46,C1orf168,C1orf194,C1orf87,C20orf85,C20orf96,C2CD2L,C2orf40,C2orf70,C2orf81,C3orf67,C4orf22,C4orf47,C5AR1,C5orf42,C5orf49,C6orf118,C7orf57,C8orf34,C9orf135,C9orf24,CACNG6,CAPS2,CAPSL,CASC1,CCDC103,CCDC114,CCDC13,CCDC148,CCDC157,CCDC170,CCDC173,CCDC181,CCDC24,CCDC33,CCDC39,CCDC60,CCDC65,CCDC74A,CCDC74B,CCDC78,CCDC81,CCDC88C,CD164L2,CD38,CDHR3,CDHR4,CDS1,CEBPA,CEP162,CEP97,CES1,CES4A,CFAP126,CFAP221,CFAP43,CFAP44,CFAP46,CFAP47,CFAP52,CFAP53,CFAP54,CFAP57,CFAP61,CFAP69,CFP,CHST11,CHST9,CLDN16,COL4A5,CP,CPEB1,CROCC,CSMD1,CSPP1,CST6,CTGF,CXXC4,DALRD3,DCDC1,DCDC2,DCDC5,DCP1B,DGCR6,DHRS9,DLEC1,DMPK,DNAAF1,DNAH1,DNAH10,DNAH11,DNAH12,DNAH5,DNAH6,DNAH7,DNAH9,DNAI1,DNAI2,DNAL1,DPCD,DPY19L1,DPY19L2,DPY19L2P2,DRC1,DTHD1,DTNA,DYDC2,DYNC2H1,DYX1C1,DZIP1L,DZIP3,ECT2L,EFCAB1,EFCAB10,EFHB,EFHC1,EFHC2,ENDOG,ENPP4,ENPP5,EP300-AS1,ERBB4,ERICH2,FABP6,FAM174A,FAM179A,FAM183A,FAM227A,FAM81B,FAM92B,FBXO15,FBXO31,FBXO36,FGF14,FGFR1OP,FHAD1,FLJ32255,FRMPD2,GALC,GALNS,GAS2L2,GAS8,GCA,GJA4,GLB1L,GLIS3-AS1,GOLGA2P5,GPC5-AS1,GYG2P1,HHLA2,HRASLS2,HYDIN,IFT46,IFT57,IFT80,IFT81,IFT88,IKZF4,IL20RA,IL5RA,INPP5B,IPW,IQCA1,IQCD,IQCH,IQUB,ITGAL,ITGBL1,KATNB1,KCNB1,KCNE1,KCNMB2,KCNRG,KIAA0754,KIAA1257,KIAA1456,KIAA2012,KIF17,KIF19,KIF27,KIF3A,KIF6,KIF9,KLF3-AS1,KLHDC9,KLHL32,KNDC1,KSR1,LDLRAD1,LGR4,LINC01571,LKAAEAR1,LMLN,LOC100129534,LOC100130476,LOC100422737,LOC100506124,LOC100506844,LOC101928227,LOC101928269,LOC101928812,LOC101929486,LOC388780,LOC642852,LOC648987,LRIG1,LRRC10B,LRRC23,LRRC27,LRRC46,LRRC61,LRRC71,LRRC74B,LRRIQ1,LRWD1,LTBP1,LZTFL1,MAATS1,MAP9,MAPK15,MAPRE3,MARCH10,MAT1A,MB,MDH1B,MDM1,MIPEPP3,MLF1,MLLT1,MLPH,MOB1B,MORN2,MORN3,MPDZ,MRLN,MS4A8,NBEA,NEK10,NEK5,NELL2,NHLRC4,NOVA1,NPHP1,NPIPA1,NRP2,NWD1,NXF3,ODF3B,OR7E37P,OSGEP,OTUD1,OXTR,P4HTM,PACRG,PECR,PFN2,PHTF1,PIH1D2,PLCB2,PLCG2,PLEKHS1,PNO1,POLQ,PPP1R36,PPP1R42,PRICKLE2,PRICKLE2-AS3,PRR29,PRUNE2,PSENEN,PTOV1-AS2,PTPRT,PTRH1,PWARSN,PZP,QTRT1,RABL2A,RABL2B,RAET1E,RARB,RASA3,RBM38,RGS22,RHPN1,RIBC1,RIBC2,RIIAD1,RITA1,RNASE4,RNLS,ROPN1L,RPGRIP1L,RRAD,RSPH1,RSPH4A,RSPH9,RUVBL1,SAMD15,SAXO2,SCGB2A1,SDF2L1,SGMS2,SHANK2,SIAH3,SLC12A7,SLC13A3,SLC22A16,SLC22A18,SLC25A29,SLC27A2,SLC41A1,SLC44A4,SLC6A9,SLC7A2,SLC9A4,SMPD2,SMPD3,SNORA7B,SNTN,SNX13,SNX29,SNX7,SPA17,SPAG1,SPAG17,SPAG6,SPAG8,SPATA17,SPATA18,SPATA4,SPATA6L,SPATS1,SPEF1,SPEF2,SSBP4,SSUH2,ST6GALNAC2,STK33,STMND1,STOML3,STX2,STX7,SVOPL,SYBU,SYNE1,SYT10,SYTL3,TBC1D31,TCTEX1D1,TCTN1,TEKT2,TEKT3,TEKT4,TFF3,TGM3,TIMM10B,TMC5,TMEM151B,TMEM190,TMEM231,TMEM232,TMEM234,TMEM45B,TMEM67,TNFRSF19,TP73,TRIM37,TRMT1,TRPC1,TSNAXIP1,TSPAN15,TSPAN19,TTC16,TTC21A,TTC23L,TTC25,TTC26,TTC30A,TTLL6,TTLL7,TTLL9,TUBA4B,TXNDC11,UBE3D,UBXN10,UBXN11,USP2,USP24,USP51,VWA3A,VWA3B,WARS,WBSCR27,WDR19,WDR38,WDR54,WDR5B,WDR63,WDR78,WDR90,WFDC3,WNT16,ZBBX,ZBED4,ZBED5-AS1,ZMYND10,ZMYND12,ZNF273,ZNF322,ZNF440,ZNF674,ZNF688 STANDARD_NAME Gao_Esophagus_25W_C2_KRT6Bpos_Secretory_Progenitor_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Esophagus_25W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ADAM28,ADM,AGFG2,APOBEC3A,ARNTL2,ATP10B,BAHD1,BLNK,CACNB1,CALHM2,CCDC94,CDKN2A,CEACAM1,CTSV,CYP2B7P,DUOX2,DUOXA2,DUSP10,DUSP5,EPS8L1,GAN,GBP4,GDPD3,GIT2,GK,GPR160,GPRC5A,GPT2,HDAC9,HOPX,HTRA2,IGF2BP2-AS1,ISG15,KRT78,KYNU,LINC01559,LIPH,MACC1,MANSC1,MBD6,MCPH1,MID2,MNX1,MUC21,MUC3A,NCCRP1,NTHL1,NTN4,OAS1,PDE9A,PDP1,PDZK1IP1,PRSS22,PRSS27,PRSS8,RNF103-CHMP3,S100A8,SECTM1,SLC15A1,SLC6A14,SPNS2,SPRR2A,ST3GAL4,STEAP4,TBC1D2,TGM2,TMPRSS11B,TMPRSS11D,TMPRSS11E,TOR1B,USP6NL,VASN,VCPKMT,XDH,ZFAND2A,ZNF503-AS1,ZNF710 STANDARD_NAME Gao_Esophagus_25W_C3_FGFR1Low_Epithelial_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Esophagus_25W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACSF3,ARRDC2,C19orf48,CCDC15,CD52,CD69,CDIP1,CLCA2,CLOCK,CRTC1,CYTIP,DCAKD,DIAPH3,DNAJC4,FABP3,FAM126A,FAM35A,FAM69B,GAS2L1,GAS7,GPC1,IL10RA,IRGQ,ISYNA1,L3MBTL3,LAPTM5,LOC171391,LPXN,LTV1,MBNL3,MCUR1,MFSD3,NDRG4,NUP160,NUP35,PEX11A,PHTF2,PIP4K2A,PPP1R9B,PWWP2A,RALY-AS1,RBSN,RNF166,RPL39L,SH3KBP1,SLC2A3,SPATC1L,TCF7,TET1,TMEM183A,TRAF1,ZNF142,ZNF462 STANDARD_NAME Gao_Esophagus_25W_C4_FGFR1High_Epithelial_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Esophagus_25W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AARS,ABHD8,ABI3BP,ACKR1,ACOT9,ACPP,ADAM22,ADAM33,ADAMTS1,ADAMTS2,ADAMTSL1,ADGRB2,ADGRD1,ADGRL3,AFAP1L2,AOX1,APCDD1L-AS1,ARHGAP10,ARHGAP30,ASB2,ASPA,ATP1A1-AS1,ATP9B,ATXN1L,BMP1,C14orf37,C17orf100,CA2,CADM4,CDC23,CDK5RAP1,CERS3,CHRDL1,CILP,CISD3,CMTM3,COL16A1,COL17A1,COL5A3,COLEC12,CPZ,CRKL,CRMP1,CSAD,CTSK,CYP1B1,DAGLA,DCHS1,DDX31,DGUOK-AS1,DLC1,DLK1,DOCK11,EGR2,ELOVL6,ERMARD,FAM109A,FAM212A,FAM45A,FAM83C,FBN1,FBXO4,FBXO44,FECH,FGFR1,FKBP10,FKBP7,FLRT2,FNDC5,FOXF1,FRRS1,FSIP2,FURIN,FZD10-AS1,GABBR1,GALT,GARNL3,GAS1,GFRA1,GHR,GLT8D2,GPR37,GRK5,HAUS2,HHAT,HIC1,HMCN2,HSPA1L,IFFO1,IKBIP,ISLR,JAM2,JAM3,KCTD15,KDELR3,KLHL21,KLHL31,LAMA2,LCAT,LETMD1,LHFP,LINC00330,LOC100288152,LOC100996255,LOC286437,LPAR4,LUM,LYRM5,MED20,MED29,METTL17,METTL25,MFAP4,MFAP5,MGC72080,MMP2,MN1,NCBP1,NOD1,NOM1,NOMO1,NRP1,OGFOD3,P3H3,PAMR1,PBK,PCDH18,PCDH9,PCOLCE,PCSK6,PDGFRB,PDGFRL,PI15,PI16,PIANP,PIGK,PKDCC,PLEKHG5,PLXNC1,POLL,POSTN,PRKG2,PSMG3-AS1,PTBP2,RARRES2,RGAG4,RIC1,ROBO3,RWDD2A,SCARA5,SDHAF4,SEH1L,SH3PXD2B,SH3TC2,SHQ1,SLC16A2,SLC35A1,SLC37A4,SLC45A1,SLIT3,SNHG15,SNX10,SNX21,SOCS2,STARD9,STAT5B,SVEP1,SYT1,TADA2B,TARSL2,TBC1D8B,TENM4,TGFBR3,THBS2,TMEM132A,TMEM133,TMEM144,TMSB15B,TNFAIP6,TPGS1,TRERF1,TRIM6,TRIM65,TRIO,TROAP,TSPAN4,TTK,U2AF2,USP32P2,USP49,VCAM1,VSTM4,WARS2,XPNPEP2,ZBTB17,ZDHHC8,ZFHX4,ZKSCAN3,ZNF354A,ZNF436,ZNF512,ZNF546,ZNF587,ZNF628,ZNF700,ZNF761,ZNF773,ZNF799,ZSCAN22,ZZEF1 STANDARD_NAME Gao_Stomach_24W_C1_PROCRpos_Multipotent_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Stomach_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANKRD37,C2CD2,C7orf26,CASP3,CDC45,CENPQ,DDX31,DNAL4,DTX3L,FAM229A,GJC2,GPT2,H2AFX,KIAA1586,KLHL11,LGSN,LRRC57,MAML2,MTA1,MTOR,NUDT8,PITPNM2,PLD1,PLK4,POMT2,PPIH,PWWP2B,RPE,SCARF2,SGK1,SLC25A38,SLX4IP,SNX7,TRAF4,UBE2S,ZFAND1,ZFP41,ZNF143,ZNF354C,ZNF571 STANDARD_NAME Gao_Stomach_24W_C2_TFF2pos_Multipotent_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Stomach_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SUPT7L,ECE1,PTP4A3,C8orf4,PROM1,TBC1D15,UBE2D1 STANDARD_NAME Gao_Stomach_24W_C4_Parietal_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Stomach_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS LINC01279,ANXA1,CFH,H6PD,FKBP14,KERA,FGD5,HBB STANDARD_NAME Gao_Stomach_24W_C5_Putative_Pit_Cell_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Stomach_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACTC1,ADRA1D,AK4,ALDH1B1,BARX1,BCL11A,BCL2,BMPER,CAPS,CFAP221,CFL2,CNN1,CORO1C,DHX35,DIXDC1,FAM19A4,FBXO32,GBP2,HACD1,HSPB8,IL17B,KCNMB1,LAMA5,LDB3,LIMS2,LRP5,LRRFIP2,MICALL1,MVB12B,NFIX,NPB,NRXN3,OLR1,P2RX4,PIPOX,PPP1R14A,RASSF3,RGAG4,RPRD1B,RSPO3,SBSPON,SETD1B,SGCA,SLC24A3,SLC2A4,SMG8,SRF,TIMM17A,TMEM47,TMEM51,TNFAIP8,VSNL1,WFDC1,WIF1,YBEY STANDARD_NAME Gao_Stomach_24W_C6_Pit_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: Stomach_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ADAMTS6,BLOC1S3,DCUN1D3,FAHD2B,GALNT7,GREM2,MBD1,NTN1,RBL1,RSPO2,SALL4,TMEM135,ZNF747 STANDARD_NAME Gao_Small_Intestine_24W_C1_Tuft_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ARG2,CCL2,GSS,H1F0,HOXA5,IER3,LOC285074,NECAP1,TPM2,TUBA8,ZNF609 STANDARD_NAME Gao_Small_Intestine_24W_C2_PROCRpos_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CD248,CDH9,CUEDC2,FLRT2,GPC3,GPX7,IGFBP5,IL11RA,ITM2A,LHFP,LRRC17,MEOX2,MFAP4,MGP,PCOLCE,PI15,PLAC9,PRAF2,RAB23,RAMP2,RCN3,SFRP2 STANDARD_NAME Gao_Small_Intestine_24W_C3_Enterocyte_Progenitor_Subtype_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AADAC,ADH1C,ATP2A1,BOP1,C17orf78,CA3,CAMKV,CASC2,CCL25,CD24,CDK5,CHCHD10,COMMD1,CYP2J2,DMBT1,DNAJC14,DRG2,DUS3L,ENPP4,FUK,GCNT1,GSTA1,GSTA2,HDDC3,KIF26B,MATN1-AS1,MGST1,NR5A2,PCYOX1L,PEX14,PIGH,PLEK2,POF1B,PRR15,PRR15L,RNASE6,SCARNA2,SLC2A1,SLC35A4,SLC35C2,SLC51B,ST20,STARD13-AS,TATDN1,TSPAN8,TTR,VPS26B,ZNF586 STANDARD_NAME Gao_Small_Intestine_24W_C4_Enterocyte_Progenitor_Subtype_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCC2,ABRACL,ACP5,AFP,AGT,ALDOB,ALPI,ANXA4,AOC1,APOA1,APOA4,APOB,APOC3,AQP1,ASAH1,ATP1B3,C11orf86,C8G,CELP,CFB,CFI,CHST13,CNKSR1,CTSA,DAB1,DDC,DOK7,DPEP1,DPP4,EMB,ENPP7,ETNK2,FABP2,FAH,FAM110C,FBP1,FBXO2,G0S2,GCHFR,GJB1,GLRX,GOLT1A,HHLA2,IFI30,IL22RA1,IL32,KEL,KIAA1161,MAMDC4,MEP1A,METTL7B,MFSD2A,MS4A8,MST1,MUC13,MYO1A,NAGS,NPL,NR0B2,OCIAD2,OSGIN1,PLAGL2,PNCK,PNP,PON2,PP7080,PRSS3,RAB25,RARRES1,RBP2,RBP4,RGN,RNF128,RNF186,S100A9,S100G,SEC11C,SERPINA4,SLC34A3,SLC46A3,SLC5A9,SLC6A19,SLC7A7,SMIM1,SMIM24,STARD5,SULT1B1,TGM2,TM4SF20,TMEM144,TMEM86B,TREH,TSPAN13,UGT3A1,VTN,XPNPEP2,ZDHHC12 STANDARD_NAME Gao_Small_Intestine_24W_C6_Goblet_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCA4,ACSS2,ATAD5,BCAS1,C8orf44,CCDC160,CENPM,CFHR4,CLCA1,ERN2,ESR1,FAM193B,FAM3B,FCGBP,FLJ46066,FUT6,GRPEL2,GSN,GSTCD,HEPACAM2,KLK1,KRT19,LOC101929549,MAGEF1,MCM3AP-AS1,MSANTD2,MT1M,MUC2,MYO1F,NEURL1,PAX3,PLEKHG6,REG4,REP15,RNASE1,SPDEF,SPINK4,SRP72,ST6GALNAC1,STARD10,STXBP5-AS1,SYP,TFF1,TSPYL5,VAMP4,ZBTB24 STANDARD_NAME Gao_Small_Intestine_24W_C7_Secretory_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCA7,ADAMTS16,AMER3,BANK1,BCAM,C10orf126,C12orf71,C7orf66,CACNB4,CC2D2A,CCDC146,CHD5,CHM,COL9A3,CSN2,EPHA10,EVC2,EZH1,FADS6,FOXD2,GABRB2,GAD2,GLIS3,GNAO1,H1FX-AS1,HCN1,HTR1D,KCNQ2,KCNT2,KIAA1524,KIF1A,LAMA1,LHX9,LINC00299,LINC00368,LINC00639,LINC01289,LOC101927829,MX1,OGFRL1,OR4N3P,POU2AF1,PTPN13,RASAL2-AS1,SRPX2,SV2B,SYT16,TBC1D22A-AS1,TCEANC2,TMEM201,ZNF23,ZNF385B,ZNF662 STANDARD_NAME Gao_Small_Intestine_24W_C9_Enteroendocrine_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: S-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACBD4,ACSM1,AKR1D1,AOX1,APCDD1,ARSI,ASB8,BEND4,C14orf37,C1QTNF3,C20orf197,C20orf78,CHMP1B2P,CPA1,CPZ,DPT,ELANE,FAM162B,FBXL7,GFRA2,HOXC11,HRAT56,ISLR,ITIH4-AS1,KCNAB1-AS1,LINC00298,LINC00942,LINC01354,LOC100652758,LOC100996583,LOC101927359,LOC101929319,LOX,LSAMP-AS1,MADCAM1,MEI4,METTL1,MSC,NANOS1,NTF3,P4HA2-AS1,PCDH8,PLSCR5,POMGNT2,PPP1R18,PRDM14,RASA1,RFX3-AS1,RGAG4,RHBDD1,RPL23AP82,SACS,SH3GL1P1,SHISA3,SLC36A4,TOE1,TRIM62,TRIQK,TRPC3,TTLL3,WHAMMP3,ZBBX,ZNF503-AS1,ZNF608 STANDARD_NAME Gao_Large_Intestine_24W_C1_DCLK1pos_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ADAMTS1,ADAMTS2,ADAMTS4,ASPN,AZIN2,BASP1,BOC,C1QTNF3,C1QTNF6,C1R,C1S,C3,C7,CCDC80,CCL2,CERCAM,CLDN11,CLEC11A,COL14A1,COL16A1,COL1A1,COL1A2,COL3A1,COL5A1,COL5A2,COL6A6,COL8A1,COLEC12,CPXM1,CPZ,CSF1,CTHRC1,CYBRD1,DCN,DPT,FAM126A,FBLN1,FNDC1,FZD1,GBP1,GBP1P1,GFRA2,GPC6,GSTM5,HAPLN3,HTRA1,ICAM1,IFI6,IFIT2,IFIT3,ISLR,LAMA2,LINC01279,LOX,LPAR1,LRRC17,LUM,MAPK10,MATN2,MGP,MMP2,MRC2,MX1,MYC,NGFR,NNMT,OGN,OLFML1,PAMR1,PCOLCE,PDGFRL,PDPN,PHC1,PIEZO2,PLAGL1,PRICKLE1,QSER1,RCN3,RERG,SCN7A,SCUBE2,SERPINF1,SERPING1,SFRP1,SFRP2,SPARC,SPON1,SPON2,SPTLC3,SRPX,SVEP1,THBS2,TMEM59L,TNFAIP6,TPST1,TTYH2,VASN,VCAM1,VCAN,ZNF469 STANDARD_NAME Gao_Large_Intestine_24W_C2_MKI67pos_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACVRL1,ADGRF5,ANLN,APLNR,APOLD1,ARAP3,ARHGAP29,ARHGEF6,ASPM,AURKB,BGN,BIRC5,CALCRL,CASP10,CCNA2,CCNB1,CCNB2,CD248,CD34,CD93,CDC20,CDH5,CDK1,CDKN3,CENPF,CENPW,CLDN5,CLEC14A,CLEC3B,CXorf36,CYYR1,DLGAP5,EBF1,ECSCR,EGFL7,EMCN,ENG,ERG,ESAM,F2R,FABP4,FAM64A,FLT1,FOXC1,FZD4,GIMAP4,GIMAP6,GIMAP7,GNG11,HEG1,HIP1,HIST1H4C,HMCN1,HSPA12B,HYAL2,INPP5D,IQGAP3,JAG2,JAM2,KDR,KIF20B,KNSTRN,LDB2,LMCD1,LOC100288911,LRRC32,LRRC8C,MKI67,MMRN1,MMRN2,MXD3,MYCT1,NCAPD3,NDC80,NOS3,NRN1,NRP1,NUF2,NUSAP1,PALMD,PCAT19,PECAM1,PHF19,PLVAP,PODXL,PRC1,PTPRB,PTTG1,RAMP2,RAMP3,RGCC,RHOH,ROBO4,RRM2,SEC14L1,SERPINE2,SHE,SLCO2A1,SOX18,TACC3,TAL1,TFPI,TIE1,TK1,TM4SF1,TOP2A,TPX2,TRAIP,TROAP,TSPAN7,UBE2C,UBE2T,VWF STANDARD_NAME Gao_Large_Intestine_24W_C4_PROM1Low_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS GJC1,MEIS3,PTGES3L,PART1,ALCAM,SGCA,RAB9B STANDARD_NAME Gao_Large_Intestine_24W_C5_LGR5pos_Stem_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACAD10,ACVR1C,ADH1C,ARSE,ATP10B,C16orf89,C6orf136,CDCA7,CFTR,CHMP4C,CHP2,CLDN15,CLDN2,CPA6,DAPK2,DDC,EFNA3,EVPL,F2RL1,FOXD2-AS1,GATA6-AS1,GDF15,GJB1,GJB2,GOLT1A,GPX2,HNF1A,HSD17B2,ITPKC,LEFTY1,LGR5,LHFPL3-AS2,LIPG,LY6G6D,MGST1,MYOM3,NOX1,OLFM4,PCSK9,PDZD3,PKP2,PLAGL2,PLEKHH1,PPP1R1B,PTGDR,RGMB,RNF157,RNF186,SFN,SLC27A2,SLC38A4,SLPI,SOX9,SULT1B1,TAF4B,TMEM171,TSPAN8,URB1-AS1,ZBED9,ZNF296 STANDARD_NAME Gao_Large_Intestine_24W_C6_Secretory_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS APOE,ARHGAP4,BCYRN1,C1orf174,FAN1,ITGAX,L3MBTL2,MBTPS1,MECOM,NCF1B,NRIP2,PJA1,PLXND1,PP7080,PWARSN,RPS18P9,SFXN1,STAB1,SYNE1,TYMP,WASH1,WASH3P,YARS STANDARD_NAME Gao_Large_Intestine_24W_C7_Goblet_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ARL14,ATP6V1H,C16orf87,CHKB,CHST5,FOXA3,GALNT5,GPRIN2,ICA1,KIAA1324,NFX1,PURA,REG4,SLC39A7,SPINK4,TSPAN15,WFDC2,ZG16B STANDARD_NAME Gao_Large_Intestine_24W_C8_Goblet_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANO7,ATP2C2,B3GNT6,BCAS1,CAPN8,CEACAM5,CEACAM6,CHGA,CLDN8,DHRS9,ENTPD8,ERN2,FAM110C,FER1L6,GALNT3,GPA33,HLA-F,IFI27,LGALS9C,MAP7,MLPH,MUC4,MUC5B,OSBPL7,PLCD1,PLEKHA6,PTPRN2,RASEF,SBNO1,SCNN1A,SLC17A5,SLC37A1,SORL1,SPDEF,STXBP5-AS1,SYT7,SYTL2,TSPAN1,UGT2B7,ZG16,ZMYND8 STANDARD_NAME Gao_Large_Intestine_24W_C10_Enterocyte ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANPEP,AOC1,AQP8,C21orf62,CA7,CDHR5,CEACAM7,CLDN23,CNKSR1,CYP2W1,CYP3A5,DGAT1,DPEP1,EFNA2,EPS8L3,GPANK1,GSTA1,GUCA2A,GUCA2B,HTATIP2,IGF2BP2,KCNJ5,LAD1,LOC646214,LPAR5,LRRC57,LYPD8,MALL,MAMDC4,MCF2L2,MLXIPL,MOGAT2,MSLN,MUC20,MYO1A,NBEAL1,NOXA1,NR1H4,NR1I2,PARP12,PLS1,PRAP1,PRSS3,RARRES1,RNPC3,SI,SLC13A1,SLC15A1,SLC35D2,SLC41A2,SLC6A19,SMIM24,SPIB,STEAP1,TMEM45B,TONSL,ZNF264 STANDARD_NAME Gao_Large_Intestine_24W_C11_Paneth_Like_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 4: L-Intes_24W_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCA1,ABCG1,ABI3,ACP5,ACTRT3,ADAP2,ADCY7,ADCY9,ADGRG5,AIF1,AOAH,APOBEC3A,ARHGDIB,ARL4C,ARRB2,ATF5,ATP11A,ATP1B3,ATP6V1B2,BCL2A1,BIRC3,BRE-AS1,BTK,C1QA,C1QB,C1QC,C2,C5AR1,CASP1,CCDC134,CCL3,CCL4,CCR1,CD14,CD163,CD163L1,CD180,CD209,CD300A,CD300E,CD33,CD37,CD4,CD40,CD48,CD53,CD68,CD74,CD83,CD84,CD86,CEBPB,CECR1,CFP,CH17-340M24.3,CHI3L1,CLEC10A,CLEC2B,CLEC4G,CLEC7A,CMKLR1,CNEP1R1,CORO7,COTL1,CPVL,CR1,CREG1,CSF1R,CSF2RB,CSF3R,CTSC,CTSL,CTSZ,CXCL10,CXCL16,CXCL2,CXCL3,CXCL8,CXCL9,CXCR4,CXorf40A,CYBB,CYTH4,DAB2,DNAJA4,DNASE1L3,DOCK2,DOK2,DUSP2,DUSP6,EBI3,EDEM1,EIF4A3,EVI2B,EYA2,F13A1,FAM110A,FAM168A,FAM175B,FAM26F,FAM49A,FAM65A,FCER1G,FCGR1A,FCGR2A,FCGR3A,FERMT3,FES,FGD2,FGL2,FLI1,FLJ32255,FMNL1,FPR1,FYB,GATM,GBP5,GFRA2,GGTA1P,GLA,GM2A,GMFG,GNL3,GNPDA1,GPR132,GPR137B,GPR34,GPR65,GPSM3,HAVCR2,HCAR2,HCAR3,HCK,HCLS1,HCST,HLA-DMA,HLA-DMB,HLA-DPA1,HLA-DPB1,HLA-DQA1,HLA-DQB1,HLA-DRA,HLA-DRB1,HMOX1,HPGDS,HSPA6,ICAM1,ICAM4,IFI30,IFNGR1,IGSF6,IKZF1,IL10,IL1A,IL1B,IL1R2,IL1RN,IL23A,IL4I1,INHBA,INPP5D,IPMK,IRF8,IRS2,ITGAM,ITGAX,ITGB2,ITGB2-AS1,JMY,KIAA0226L,KIAA0930,KLHDC7B,KYNU,LAPTM5,LAT2,LCP1,LCP2,LGMN,LILRB1,LILRB2,LILRB4,LILRB5,LINC00996,LIPA,LMO2,LOC100130357,LOC100130476,LOC729732,LPAR6,LPCAT1,LSP1,LST1,LY86,LYN,LYPD3,LYVE1,LYZ,MAF,MAFB,MANBA,MARCH1,MCOLN1,MERTK,METAP1D,METRNL,MFSD1,MMP9,MPEG1,MRC1,MS4A4A,MS4A6A,MS4A7,MTHFD2,NAIP,NAMPT,NCF1,NCF1B,NCF2,NCF4,NCKAP1L,NDST2,NFAM1,NFKBIE,NINJ1,NINJ2,NLRP3,NPL,NR4A2,NR4A3,NSMAF,NUFIP1,ODF3B,OGFRL1,OSM,PDE4B,PELI1,PFKFB3,PGD,PIK3AP1,PLA2G7,PLAU,PLAUR,PLCB2,PLCG2,PLEK,PLIN2,PLXNC1,PPIF,PRKCB,PRMT9,PTAFR,PTGS2,PTPRC,PTPRE,RAC2,RAP2B,RASGEF1B,RASSF5,RGS19,RHBDF2,RIC1,RILPL2,RIPK2,RNASE6,RNF144B,RSAD2,RUNX3,SAMSN1,SECTM1,SFMBT2,SGK1,SGPP1,SH2B3,SIGLEC1,SIGLEC11,SLA,SLAMF7,SLAMF8,SLC15A3,SLC1A4,SLC23A2,SLC25A37,SLC35F6,SLC37A2,SLC7A5,SLC8B1,SLC9A9,SLCO2B1,SLFN11,SNN,SNX10,SNX20,SOD2,SPI1,SPIC,SPPL2A,SRGN,ST3GAL5,STAB1,STK26,STX11,TBXAS1,TFEC,THBD,TLR2,TLR4,TMEM206,TNF,TNFAIP2,TNFAIP3,TNFRSF1B,TNFSF13B,TPP1,TRAF1,TSPAN33,TYROBP,UAP1L1,UCP2,UVRAG,VAV1,VPS9D1,WAS,WDFY2,WDFY4,WIPF1,ZNF267,ZNF331 STANDARD_NAME Gao_Large_Intestine_Adult_CA_enteroendocrine_cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABAT,ACPP,ADAMTSL2,ADCY1,AFF3,AGTR1,AKAP6,ALPK3,AMER3,AMIGO2,ANK2,AOAH,AP3B2,APBB1,APLP1,APOD,ARC,ARHGEF38-IT1,ARNT2,ARVCF,ASPA,ATP6V1C2,B3GAT1,BAIAP3,BCAS4,BEX1,BMPER,BMPR1B,BNIP3,BTBD11,C11orf70,C16orf45,C19orf44,C1orf127,C2CD4B,C3orf14,C7,CACNA1A,CACNA1C-AS1,CACNA1D,CACNA2D1,CADPS,CALML3-AS1,CAMK2B,CAMK2N2,CASC1,CASR,CBLN1,CBLN2,CBX6,CCDC181,CCDC40,CCDC74A,CCDC74B,CDH22,CDHR3,CDK5R2,CDKN2A,CEP126,CEP170,CES1,CFC1,CHGB,CHRNB2,CNIH2,COL2A1,COL5A2,COL8A2,CPB1,CPE,CPLX2,CRYBA2,CTNND2,CXCL6,CXXC4,DIRAS3,DRICH1,DUSP26,DUSP4,DZIP3,EFCC1,ELAVL4,ENKD1,ENPP2,ETV1,F5,FAM150A,FAM19A5,FAP,FAR2P2,FBLL1,FBXL16,FEV,FFAR2,FGFBP3,FGFR1,FMN2,FRMD6,FRY,FSTL4,FTX,GALR1,GATS,GDF11,GFRA3,GJA4,GLIS3,GLYATL3,GNAO1,GNAZ,GNG2,GOLGA7B,GPR173,GPRASP1,GPRIN1,GRASP,GSG1,GULP1,HDAC9,HOPX,IGFBP3,INSL5,INSM1,ISYNA1,JAZF1,KCNC1,KCNH2,KCNH6,KCNH8,KCNJ3,KCNK3,KCNMB2,KIAA0319,KIAA0895,KIF1A,KIF26A,KIF5C,KL,KLRC2,KRT40,LARP6,LCN15,LINC00643,LINC00670,LINC01014,LINC01571,LMX1A,LOC100128568,LOC100130417,LOC101927587,LOC101929415,LOC101929497,LOC102723769,LOC145474,LOC642366,LOC728392,LRRC36,MAFA,MAMSTR,MAP1B,MAP2,MAP6,MAP7D2,MAP9,MAPK8IP1,MAPK8IP2,MAPRE3,MARCH4,MARK1,MCOLN3,MLXIPL,MMP2,MS4A8,MSI1,MTCL1,MTURN,NAB2,NBEA,NCALD,NCKAP5,NEFL,NEUROD1,NFASC,NINL,NKX2-2,NOL4,NPY1R,NRP1,OGDHL,OR51E2,OSCP1,PALMD,PAM,PAPPA2,PAX4,PAX6,PCBP4,PCDH9,PCLO,PCSK1,PCSK1N,PDE2A,PDX1,PEG10,PF4V1,PGAM2,PITX3,PLCXD3,PLXND1,PNPLA3,PPFIA2,PRAF2,PRKD1,PRPH,PSCA,PTK7,PTPRN,PWARSN,QPCT,RAB3C,RAI2,RAMP1,RAPGEF4,RASA4,REG4,RFX3,RFX6,RGS4,RGS9,RIIAD1,RIMBP2,RIMS2,RNF183,RTN1,RUNDC3A,SAMD3,SCAMP5,SCG2,SCG3,SCG5,SCGN,SCN3A,SCRN1,SCT,SDK2,SEMA3G,SETBP1,SEZ6,SLAIN1,SLC15A1,SLC16A12,SLC16A2,SLC18A1,SLC25A27,SLC26A4-AS1,SLC26A7,SLC29A4,SLC38A11,SLC5A8,SLC7A2,SMARCA1,SMOC1,SNAP25,SOGA3,SOX12,SPG20,SPHK1,SPOCK1,SPRED3,SPTBN4,SSTR5-AS1,ST18,STK33,STMN2,STMN3,STX1A,STXBP5L,SV2C,SYN1,SYNPR,SYP,SYT1,SYT4,SYT5,TAF6L,TCEAL3,TDRP,TFPI,TGM3,THSD7A,TM7SF2,TMEM132D,TMEM198,TMEM63C,TMOD1,TNNC1,TPH1,TRAM1L1,TSPAN5,TTC23L,TTC41P,TTR,TUBA1A,TUBB2B,UCN3,UNC13A,VAT1L,VGF,VNN3,VWA5B2,WASF3,WDR63,ZFR2,ZNF460,ZP2 STANDARD_NAME Gao_Large_Intestine_Adult_CE_OLFM4high_Stem_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AADACP1,ABCA9,ABCB6,ABCG1,ACSL1,ADAP2,ADGRF2,ADH1A,ADHFE1,AIRE,AKR1D1,ALKBH1,AMER2,ANKDD1B,ANKMY1,ANKS1B,ANTXR1,AOC3,AP3M2,APBB1,APOBEC3A,AQP11,ARNTL,ARRB2,ATP1A2,ATP6V0D2,AUNIP,B4GALNT4,B4GALT6,BAG2,BARX2,BCAM,BCL6,BEGAIN,BLM,BNC2,C11orf96,C14orf132,C16orf95,C17orf97,C1orf101,C1orf226,C2CD4C,C2orf74,C5AR1,C7,CACNA1C,CACNA1I,CACTIN,CAND2,CASQ2,CBX7,CCDC170,CD28,CD300E,CD36,CDC20B,CDC45,CDH6,CDKL2,CECR2,CENPE,CEP152,CGNL1,CHIC1,CHST13,CLEC16A,CLEC19A,CMPK2,CMYA5,CNBD2,CNNM1,CNTD2,COL4A6,COL5A1,COL6A4P2,CPB2-AS1,CPED1,CPT1B,CTBP1-AS,CTIF,CTSZ,CTU1,CX3CL1,CXCL5,CYP2B6,DAND5,DCBLD1,DCDC2,DGAT2,DGKG,DHX57,DLST,DNAH5,DNAJC9-AS1,DUSP16,EFR3B,ELOVL5,ENTPD1-AS1,EPG5,EPGN,EYS,FAM185A,FAM212B-AS1,FAM65B,FAM71E1,FAM86B3P,FAM89A,FFAR2,FILIP1L,FLJ31104,FOXL2NB,FOXP2,FPR1,GAS6-AS2,GATA2,GBGT1,GFI1,GINS1,GJC1,GNA12,GOLGA8H,GPC6,GPR1-AS,GREM1,GRIP2,GSDMA,GTF2IRD1,GUCY1A3,HACE1,HAR1A,HAUS8,HCAR2,HCN3,HEG1,HIVEP1,HLA-DQB1,HLA-DRB6,HMCN2,HNRNPKP3,HOXD4,HSD17B7P2,HSPA4L,HTR4,IFIT2,IFIT3,IKZF4,IL10RB-AS1,IL23A,IL4I1,INTS2,IRAK2,KCNA5,KCNA7,KCNH8,KCNIP4,KCNQ4,KIAA1107,KIF14,KIF21B,KLF7,KLHL25,KLHL32,KRBOX4,KRT18P55,LATS2,LCA10,LIG4,LIMS2,LINC00174,LINC00260,LINC00311,LINC00471,LINC00485,LINC00598,LINC00887,LINC00970,LINC01012,LINC01179,LINC01191,LINC01247,LINC01279,LINC01315,LINC01426,LINC01448,LINC01492,LINC01551,LIPE,LMNB1,LOC100506804,LOC101926911,LOC101926966,LOC101927040,LOC101927123,LOC101927419,LOC101927476,LOC101927740,LOC101928335,LOC101928489,LOC101928535,LOC101928567,LOC101929259,LOC143666,LOC155060,LOC283683,LOC284379,LOC285696,LOC400958,LOC403312,LOC440173,LOXL1,LRRC20,LRRC37A8P,LRRC73,LST1,LTB,LYRM9,MAMLD1,MAP2,MAPK11,MEIS3P1,MEOX2,MEX3B,MEX3D,MLXIPL,MPL,MPP7,MS4A10,MS4A7,MSANTD4,MSLN,MSX1,MTUS2,MUC5AC,MYBPC3,MYH11,MYT1,NANOS1,NBR2,NFATC1,NFATC4,NIN,NKX3-1,NPHP4,NRGN,NRIP2,OBSCN,OGFR,OR1N2,OR5M9,OR7D2,OR7E12P,OVCH1,OXER1,OXGR1,PAXBP1-AS1,PCED1B,PDGFRB,PDZD4,PFN1P2,PHKA1,PHLDA3,PIPSL,PKP1,PLA2G4E,PLEK,PLXDC1,PLXNC1,PMCHL2,POLQ,POLR3G,POM121L10P,PPEF2,PPIEL,PPP1R37,PREX1,PRND,PRPF4,PRR12,PRR7,PSORS1C1,QKI,QRFPR,RAB11FIP3,RAB36,RALYL,RAMP3,RBBP9,RBM26-AS1,RBP7,RBPMS,RCAN2,RDH8,RHBDL3,RMI2,RNF215,RPS2P32,SAP25,SCN11A,SDK1,SENP3,SERPINB5,SERPINI1,SH2D7,SKI,SLC12A4,SLC16A14,SLC18A1,SLC1A2,SLC22A8,SLC24A4,SLC7A14,SLC9A7P1,SNTA1,SNTN,SPESP1,SSPN,ST3GAL5,SV2B,SYNPO,SYNPO2L,TBC1D25,TBKBP1,TBX2,TCTN2,TDRD5,TEKT5,TEX11,THAP8,TIMP4,TLR1,TMEFF2,TMEM102,TMEM169,TMEM178A,TMEM239,TMEM47,TMEM91,TNFSF15,TOX2,TRNP1,TRPV6,TSPYL5,TTK,TUBA8,UBOX5,UHRF1,UNC5CL,VASN,VMAC,WFDC10B,WFDC3,WIPF3,WNT11,WNT9B,ZBED9,ZC3H7B,ZDBF2,ZDHHC8P1,ZFPM1,ZNF17,ZNF227,ZNF234,ZNF25,ZNF316,ZNF324,ZNF334,ZNF467,ZNF565,ZNF618,ZNF653,ZNF674,ZNF674-AS1,ZNF697,ZNF709,ZNF740,ZNF75D,ZNF773,ZNF845,ZXDB STANDARD_NAME Gao_Large_Intestine_Adult_CF_Goblet_Cell_Subtype_1 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ARHGAP31,B3GNT6,CAPN9,CBFA2T3,CCNJL,FAM174B,FAM177B,FAXDC2,FER1L6,FFAR4,FRMD3,GALNT8,GPR153,KLK15,LL22NC03-75H12.2,LOC105372441,LOC643201,LRRC26,MB,MYRIP,PFKFB4,RASD2,SYTL5,TBX10,TPSG1,TRPA1 STANDARD_NAME Gao_Large_Intestine_Adult_CG_Goblet_Cell_Subtype_2 ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACBD7,ADAMTS4,ANKRD45,ANTXR1,ARGFX,AZU1,BNC2,C1S,CEACAM22P,CLEC14A,DCN,DEFA4,DNAH5,DSC3,FERMT2,FGD5P1,FLJ42102,FYB,FZD4,GABRB2,GAN,GNRHR2,GRM6,HAND2-AS1,HP09025,IGFBP5,IL10,KCNMB4,KDR,KLRD1,LEMD1-AS1,LINC01205,LINC01448,LOC100128398,LOC101927683,LOC101928137,LRRN1,MCMDC2,MNDA,MPDZ,MUC19,NOS1,PTGIS,PXDC1,RNF212,RYR2,SLC36A2,SMIM17,SPACA6P-AS,ST8SIA1,SULT1C4,SYCP2,SYNPO2,VIPR2,VWF,ZFP42,ZNF114 STANDARD_NAME Gao_Large_Intestine_Adult_CH_MKI67high_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ANLN,APOBEC3B,ARHGAP11A,ARHGAP11B,AURKB,AZIN1-AS1,BIRC5,BUB1,BUB1B,C16orf59,C17orf53,CCDC74A,CCNA2,CDC25C,CDC45,CDCA2,CDCA3,CDCA5,CDCA8,CDH16,CENPA,CENPF,CENPH,CEP55,CHAF1B,CIT,CKAP2L,DDIAS,DDX11-AS1,DEPDC1,DEPDC1B,DIAPH3,DNA2,DSCC1,DTL,E2F8,ELAVL2,EME1,ERCC6L,ESCO2,ESPL1,EXO1,FAM111B,FAM201A,FAM64A,FANCB,FANCD2,FCAMR,FEN1,FOXM1,GJB7,GTSE1,HIST1H1B,HJURP,HMMR,IQGAP3,KIAA1524,KIF11,KIF15,KIF20A,KIF23,KIF2C,KIF4A,KIFC1,LINC00628,LOC81691,LYPD5,MCM10,MKI67,MNS1,MYBL2,MYO3A,NCAPG,NCAPH,NDC80,NEIL3,NEURL3,NRM,NUF2,OIP5,PARPBP,PBK,PDIA2,PIF1,PKMYT1,PLK4,POC1A,RAD51,RAD51AP1,RAD54B,RAD54L,RDM1,RGP1,SERPINA6,SKA3,STAG3,TACC3,TDRKH,THAP10,TMEM237,TMPO-AS1,TOP2A,TPX2,TRIP13,TROAP,UBL7-AS1,ZNF599 STANDARD_NAME Gao_Large_Intestine_Adult_CI_Mesenchymal_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS A1BG,ABCB9,ABI3,ACAP1,ADA,ADAM19,ADAM28,ADAM8,ADGRG5,AIM2,ALOX5,ALOX5AP,AMPD1,ANKRD20A11P,ANKRD28,ANKRD36BP2,ANKRD44,ANXA6,APBB1IP,APOBEC3G,AQP3,ARHGAP15,ARHGAP25,ARHGAP30,ARHGAP4,ARHGAP6,ARHGAP9,ARHGDIB,ASB2,ATP8B2,BASP1,BLK,BLVRA,BMF,BNIP3,BRSK1,BST2,BTK,BTN2A2,C16orf54,C16orf74,C1orf186,C1QC,CABLES1,CAV1,CCDC102A,CCDC69,CCDC88A,CCR10,CD19,CD2,CD27,CD300A,CD37,CD3D,CD3E,CD48,CD52,CD53,CD69,CD7,CD79A,CD79B,CDK14,CDKN2A,CECR1,CEP128,CEP85L,CERCAM,CFAP54,CHST11,CHST15,CLEC2B,CLECL1,CLIP4,COL18A1,COL24A1,COL4A4,COL9A3,COQ10A,CORO1A,CPNE5,CREB3L2,CSF2RB,CSGALNACT2,CST7,CTSW,CXorf21,CYBB,CYP4F29P,CYTH4,CYTIP,DAPP1,DENND5B,DENND6B,DERL3,DOCK2,DOCK8,DOK2,DOK3,DTNB,DUSP5,EAF2,ELMO1,EMB,EMP3,ENO2,ERN1,EVI2A,EVI2B,FAM101B,FAM117A,FAM126A,FAM129A,FAM49A,FAM92B,FCGR2B,FCMR,FCRL2,FCRL5,FER1L4,FGD2,FGL2,FICD,FLI1,FLJ32255,FLT3LG,FRMD6,FXYD5,FYB,FYN,GABRR2,GAMT,GIMAP4,GLCCI1,GLDC,GLIPR1,GMFG,GNG2,GNG7,GOLGA8IP,GPLD1,GPR15,GPR183,GPR65,GPSM3,GRK5,GSTM2,GYPC,HCLS1,HCST,HERC5,HHEX,HLA-DOB,HLA-DPA1,HOMER3,HVCN1,ICAM1,ICAM4,IFFO2,IFNAR2,IGF1,IGFLR1,IGLL5,IKZF1,IL10RA,IL10RB-AS1,IL12RB1,IL16,IL23A,IL27RA,IL7R,INPP5D,IRF4,IRF5,ISG20,ITGA4,ITGA8,ITGAL,ITGB2,ITGB7,JSRP1,KCNA3,KCNAB2,KCNN3,KIF19,KLHL5,KLHL6,LAMA5,LAMP3,LAPTM5,LAX1,LCK,LCP1,LGALS1,LILRB1,LIMD2,LINC-PINT,LINC00152,LINC00309,LINC00341,LINC00582,LINC00996,LINC01480,LOC100130476,LOC100507195,LOC102723766,LRMP,LRRC8C,LSP1,LY6E,LY9,LY96,MANEA,MAP4K1,MEF2C,MEI1,MIAT,MICB,MSN,MX2,MYL2,MYO1G,MYO5A,MZB1,NCF1,NCF1B,NCF1C,NCF4,NCKAP1L,NFATC1,NKG7,NLRP1,NR3C1,NR4A3,NUGGC,NXPE3,OAS2,ODF3B,OSBPL3,OSR2,P2RX1,P2RX5,P2RY10,PAIP2B,PAQR6,PARVB,PARVG,PCBP1-AS1,PCED1B-AS1,PDE4B,PDK1,PECAM1,PGLYRP2,PHGDH,PIK3CG,PLA2G16,PLEKHO1,PNOC,POU2AF1,POU2F2,PPM1K,PPP1R16B,PPP1R18,PRDM1,PRKCB,PTPN7,PTPRC,PTPRCAP,PTPRS,RAB30,RAB34,RASA3,RASAL3,RASGRP3,RASSF5,RCSD1,RELT,RGCC,RGS1,RGS19,RHOH,RHOQ,RNF122,RNVU1-20,RRAGD,RUNX2,RUNX3,S100A4,SAMSN1,SASH3,SCPEP1,SEC14L1,SELM,SELPLG,SEPT1,SEPT6,SFMBT2,SIT1,SKAP1,SLA,SLAMF1,SLAMF7,SLC12A4,SLC1A4,SLC2A3,SLC47A1,SLC7A5,SLC7A7,SLFN11,SNAI3,SP140,SPAG4,SPINK2,SPOCK2,SRGN,ST3GAL1,ST3GAL6,ST8SIA4,STAP1,STAT4,STX11,SUSD3,SYNGR1,TAGAP,TBC1D10C,TCF4,TET1,TEX14,TGFB1,THEMIS2,TMC8,TMEM156,TMEM45A,TNF,TNFRSF13B,TNFRSF17,TNFRSF18,TNFRSF4,TNS1,TP53INP1,TPSAB1,TPSB2,TPST2,TRAF3IP3,TRG-AS1,TRIB2,TRIM69,TRPV2,TRPV3,TUBG2,UAP1L1,VIM,VPREB3,WAS,WIPF1,WNT10A,XCL2,ZAP70,ZBP1,ZEB1,ZEB2,ZNF532 STANDARD_NAME Gao_Large_Intestine_Adult_CJ_Immune_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Digestive System PMID 29802404 PUBLICATION_TITLE Tracing the temporal-spatial transcriptome landscapes of the human fetal digestive tract using single-cell RNA-sequencing AUTHORS Gao S,Yan L,Wang R,Li J,Yong J,Zhou X,Wei Y,Wu X,Wang X,Fan X,Yan J,Zhi X,Gao Y,Guo H,Jin X,Wang W,Mao Y,Wang F,Wen L,Fu W,Ge H,Qiao J,Tang F GEOID GSE103239 EXACT_SOURCE Supplementary Table 5: Adult L-Intes_Cell Type_Markers EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS A2M,A2M-AS1,A4GALT,ABCA8,ABI3BP,ABLIM3,ACKR3,ACSL4,ACTA2,ADAM19,ADAM28,ADAM33,ADAMDEC1,ADAMTS1,ADAMTS5,ADGRA2,ADGRB3,ADGRF5,ADGRL3,ADH1B,AEBP1,AGT,AICDA,ALDH1A3,AMOTL1,ANGPT1,ANGPTL2,ANKRD20A8P,ANKRD29,ANTXR1,ANXA1,ANXA6,AOC3,APLNR,APOD,APOE,APOL4,ARHGAP29,ARHGAP6,ARHGEF15,ARHGEF17,ARL10,ARMCX1,ASAP1,AXL,BCL6B,BGN,BMP4,BMPER,BST2,C10orf128,C11orf96,C14orf132,C1R,C1S,C5orf66-AS1,C8G,CALCRL,CALD1,CAV1,CAV2,CBX6,CCDC102B,CCDC8,CCDC80,CCL11,CCL2,CCM2L,CD34,CD36,CD4,CD93,CDH11,CDH13,CDH5,CDH6,CEP112,CFH,CHL1,CHST11,CHST7,CLDN5,CLEC11A,CLEC14A,CLEC3B,CLIC2,CLMP,CNRIP1,CNTLN,COL12A1,COL13A1,COL14A1,COL15A1,COL18A1,COL1A1,COL1A2,COL27A1,COL3A1,COL4A1,COL4A2,COL4A5,COL4A6,COL5A1,COL5A2,COL5A3,COL6A1,COL6A2,COL6A3,COLEC12,COX7A1,CPAMD8,CPED1,CRIP2,CRISPLD2,CSF1,CSF3R,CSMD3,CSPG4,CTSF,CXCL12,CXCL14,CYBRD1,CYGB,CYP27C1,CYYR1,DACT1,DCHS1,DCN,DKK3,DLC1,DMD,DNM3OS,DPYSL3,DYNC2H1,DZIP1,ECM1,ECSCR,EDNRA,EDNRB,EFEMP1,EFEMP2,EGFL7,EGFLAM,EHD2,ELMO1,EMCN,EMID1,EMILIN1,ENG,ENHO,ENPP2,ESAM,ETS1,ETV1,EVA1B,F10,F2RL3,FABP4,FADS1,FAM101B,FAM107A,FAM13C,FAM150B,FAM198B,FAM20C,FAM24B,FAM65A,FBLN1,FBLN5,FBN1,FBXL7,FENDRR,FERMT2,FGD5,FGFR1,FHL1,FILIP1L,FKBP10,FLNA,FLT1,FOXF1,FOXF2,FOXQ1,FRMD6,FRY,FST,FSTL1,FXYD1,FXYD6,GALNT15,GBP4,GDNF,GGT5,GIMAP6,GIMAP7,GIMAP8,GJA1,GJA4,GKN1,GLI3,GLIS2,GLP2R,GNG11,GPC6,GPX3,GRK5,GUCY1A3,GULP1,HECW2,HEG1,HIGD1B,HOXB2,HS6ST1,HTR3B,HTRA1,IFI44L,IFIT5,IGDCC4,IGFBP3,IGFBP5,IGFBP6,IGFBP7,IL1R1,IL33,INHBB,ISLR,ISYNA1,ITGA1,ITGA11,ITGA5,ITGA7,ITIH5,ITPR1,JAK2,JAM2,JAM3,KANK2,KANK3,KCNJ8,KIAA1462,KIAA1755,KIFC3,KIRREL,KLHL5,LAMA4,LAMA5,LAMB2,LAMC1,LAMC3,LBH,LCA5L,LCAT,LDB2,LGI4,LHFP,LIFR,LIMCH1,LIMS2,LINC00472,LINC01082,LMOD1,LOC100508046,LOC101929378,LOC339803,LOC440600,LOX,LRP1,LRRC32,LRRC49,LRRN3,LTBP2,LUM,LY6E,MAF,MAGI2-AS3,MAMDC2,MAP1B,MAP7D3,MAPK10,MCAM,MCTP1,MEG3,MEIS2,MEIS3,MFAP4,MFGE8,MGP,MMP11,MMP19,MMP2,MMRN2,MRC2,MRVI1,MSC-AS1,MSN,MSRB3,MX2,MXRA5,MXRA7,MXRA8,MYCT1,MYL9,NDST1,NDUFA4L2,NDUFAF4P1,NEGR1,NES,NEXN,NFATC4,NID1,NKX2-3,NNMT,NOTCH3,NOTCH4,NPAS3,NPR3,NR2F1-AS1,NRP1,NSG1,NUAK1,OBSCN,OLFM1,OLFML2A,OLFML3,OR7E47P,PAM,PAPPA,PCAT19,PCDH18,PCDH19,PCOLCE,PDE1A,PDE1C,PDE2A,PDE7B,PDGFC,PDGFD,PDGFRA,PDGFRB,PDLIM4,PDLIM7,PDPN,PEAR1,PECAM1,PFN1P2,PGBD1,PGF,PHF10,PHGDH,PINLYP,PITX1,PKD2,PLAC9,PLAT,PLAU,PLEK,PLEKHA4,PLVAP,PLXND1,PMP22,POSTN,POU5F1P4,PPP1R14A,PPP1R16B,PPP1R18,PREX2,PRKCDBP,PROCR,PTCH1,PTCH2,PTGS1,PTH1R,PTN,PTPRM,PTPRS,PTRF,PXDN,QKI,RAB34,RAB8B,RAI14,RAMP2,RAMP3,RAPGEF3,RASAL2-AS1,RASIP1,RBMS1,RBMS3,RBP1,RBP5,RBPMS,RECK,RFTN1,RGS5,RHOJ,ROBO4,RPS6KA2,RUNDC3B,RYR3,S1PR3,SALL1,SAMD4A,SCARA5,SCARF2,SCD5,SCN7A,SCUBE2,SDC2,SDC3,SDPR,SEPT4,SERPINF1,SERPING1,SFRP1,SGCD,SGCE,SGIP1,SGTB,SHANK3,SHC2,SLC12A4,SLC15A3,SLC24A3,SLC2A3,SLC38A6,SLC7A2,SLFN11,SMARCA1,SNAI2,SNAP91,SNED1,SNX18,SOBP,SOX18,SOX6,SOX7,SPARC,SPARCL1,SPG20,SPON2,STARD8,STC1,STEAP4,STMN2,STOM,STOX2,SULF1,SYDE1,SYDE2,SYNM,SYNPO2,TBX2,TCF21,TCF4,TEK,TET1,TFPI,TGFBI,TGFBR3,TGM2,THBD,THSD1,THY1,TIMP2,TIMP3,TMEM119,TMEM204,TMEM47,TMTC1,TNFAIP2,TNS1,TNS2,TPM2,TRIM49B,TRPA1,TRPC1,TRPV2,TSHZ2,TSHZ3,TSPAN11,TSPAN2,TSPAN4,TSPAN9,TTC7B,TUBB6,UNC5C,VCAN,VSTM2A,VSTM2A-OT1,VWF,WDR35,WFS1,WNT5A,WWC2,WWC3,WWTR1,XIRP2,ZCCHC24,ZEB1,ZEB2,ZNF155,ZNF192P1,ZNF521,ZNF667-AS1,ZNF687 STANDARD_NAME Muraro_Pancreas_Alpha_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Alpha EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PRKAR1A,CD63,LUC7L3,KCNQ1OT1,ACLY,ATP5L,OAZ1,TUBA1A,TMEM59,RAP1GAP2,MAB21L3,KDELR1,CDC42EP3,NHP2L1,SERF2,ATRAID,CAPZB,COPZ1,HSD17B12,UQCRQ,SNHG6,PNMA2,ATP5J2,ESYT1,CALCOCO2,HECTD4,RAB11A,DNAJC12,VAMP2,PKD2,MYL6,IDI1,NOMO1,UBL5,AHI1,CMIP,TRNP1,ANXA6,CADPS,BOLA3,ABHD16A,AK2,ABI2,SRPK2,TMEM205,HMGN3,COX7A2,HIPK2,DYNLRB1,FAM167A,ATXN2,COA3,YIPF6,PCNX,SEC14L1,PRAF2,C17orf89,ITFG1,NDUFB2,ANKH,BEX2,ANAPC11,CRMP1,ATP6AP1,NDUFC1,STX16,ST8SIA3,TMEM258,TPD52,TMEM147,ITPK1,MANEAL,SGPL1,PROX1,PRPS1,SESN2,EPT1,APOA1BP,SNAP25,ECH1,NRCAM,SGSM2,KCNK3,MYEF2,CD164,VPS41,H1FX,PKM,NDUFA1,PTS,FKBP2,C22orf32,UBB,EPHX2,NAV1,ZBTB41,FBXW7,VPS26B,SLC29A1,LSMD1,ASPH,TMEM14A,SHFM1,MAGED2,CST3,CERS6,SDK1,PCSK1N,PFN2,RASSF5,GNE,TMEM80,NDUFB8,SH3RF1,SLC35G2,CAMK2B,KCNK17,ROMO1,VKORC1,FAM104B,MBD4,LOC729013,CD46,IRF6,TMEM17,GNAS,GK5,NT5C3,QSOX2,MTSS1L,FLNB,HMGN2,CD200,SMA4,CNPY2,PPP3CB,OGT,FNDC3A,COPE,PDXDC2P,PSEN2,IDS,CUTA,ZKSCAN1,INA,RAB7L1,TRAK1,GDI1,SLC36A4,SPCS1,NDUFAF3,BIVM,FBXL16,CNKSR3,AIG1,ST18,EPB41L3,SH3KBP1,PPP1R3B,LIMCH1,CALM1,MAGI2,BTG2,UQCR11,RHBDD2,PAPSS2,FADS1,SLC38A10,KCNK16,DNPH1,NDUFB11,LBH,PGAP1,SYT4,RGS17,LOC550643,TCEAL2,CERK,LINC00617,NFASC,CSTF3,HLA-A,TCEAL3,BCKDHB,GRSF1,SMAP2,RUNDC3A,ITM2B,TUBA1B,PHF17,PITRM1,SLC9A7,IVNS1ABP,PVR,THEM6,TCTN1,NIPSNAP3A,ISL1,SDF2L1,NPTN,FAM210B,CTAGE5,LOC100131564,SIK3,DNAJA4,STC2,MAN1A1,SH3GL2,MYO10,CITED2,PCBD1,TMX4,RAB27A,ATP9A,TBC1D9,RCAN2,EMB,TOX3,ARHGAP1,HMGN5,CERCAM,NUCB2,MAP7D3,SCG3,IFI6,CTNND2,COX17,ATP5EP2,LSAMP,CPNE8,TCTA,USP25,CRELD1,CBX6,CXorf57,P4HA2,MALAT1,CYSTM1,NDUFA7,G6PC2,PLP2,SCAMP1,MAGI2-AS3,ANXA7,RGS9,GPAA1,NOVA1,EDIL3,HIST1H1C,FAM46A,FAM47E,SLC37A4,KIAA0319,RPS6KA3,LINC00643,KLHL3,G6PC3,CD82,WBSCR22,BACE1,GDA,STMN1,PDE4D,TMEM9,CKB,WDR59,NRXN1,GPR137B,WFS1,IL6R,BEX5,NPDC1,PPAPDC1B,HERC5,CHKA,ARL3,LRPAP1,PTPRD,GGA2,UNC13A,ARNT2,NPTXR,DNER,ABLIM1,LDLRAP1,CEACAM19,LOC283683,ALPK3,GFOD2,RGAG4,GPC6,LINC00261,SSBP2,ATP2B1,NR4A2,HNF1A-AS1,APH1B,STXBP6,ZNRF1,STMN2,NLGN2,GRM4,MIA2,TBL1X,Sep-03,HPS1,PIGT,RAB3C,RAB26,C12orf75,CPNE3,RAB3GAP2,NME4,ADRBK2,SDC2,TSPAN7,IFI27L2,RIMS2,THRB,RNASE4,ATP6AP2,PDZK1,LGI2,NENF,AGT,C21orf58,SCN3B,SCGB2A1,NOL4,SESN3,GSTA4,NEURL,SELENBP1,PTGER4,ZNF618,AP1S2,BCAR3,CKMT1A,MAGED1,YIPF2,BEX1,DPP6,TMED3,ST8SIA1,C1orf168,GNG4,SNED1,NUCB1,FGF12,RTN1,OSBPL6,GRAMD4,SMARCA2,GNAZ,PAK3,AP3B2,HIST2H2BE,SLC8A2,PARM1,PAM,GNG2,VWA5B2,DAPK2,MMRN1,FAM110B,ENAM,CHST9,UPB1,CKMT1B,HSD17B14,C1orf122,MBOAT2,GNAI1,KCNMA1,CSGALNACT1,SLC30A8,PRLR,MLLT11,SYP,SGSM1,PCDHB4,CACNA2D2,CSRNP3,TTC8,COX8A,Sep-06,LCLAT1,NEUROD1,EMC10,ACVR1C,SSTR1,MPC2,TCEAL5,STX11,FAM46C,RAB3B,CECR1,MRC1,LRRTM2,TUSC3,ADCY2,PAX6,TMEM60,REEP4,PTP4A3,P4HTM,SEZ6L2,USH1C,SPINT2,DZIP3,KCNIP1,PRKCE,PLIN3,PTPRN,QPCT,RIN2,COL9A2,IFIH1,ENPP1,DACH1,KIF12,HS6ST3,PEG10,TMEM56,LRP11,CCDC86,MAMLD1,PPM1K,C19orf77,VDR,CNNM1,SLC25A53,MYH10,CNTN4,KIAA1324,PHTF2,GADD45G,OCRL,ZDHHC14,KCNMB2,APLP1,C14orf101,ABHD15,TXNDC11,CPLX2,NGFRAP1,QDPR,HIGD1A,Mar-04,RIMBP2,CD36,REC8,CACNA1A,SLC29A4,PALLD,COTL1,FXYD3,SSTR2,IRX1,PPP1R1A,CLU,ITPR1,A1CF,TMEM164,NPNT,GRIA3,VSTM2L,SYNGR4,MTMR7,CPE,MUC13,HMP19,ELL2,C10orf10,KIAA1244,CRH,TSPAN2,SLC7A8,TMEM178B,LDB2,RSAD2,MOB1B,PGR,APOH,GCH1,KIAA1377,C2CD4B,EGFEM1P,CNIH3,CNTN1,TBC1D30,SPC25,SMARCA1,LPPR4,SSX2IP,MAFB,FXYD6,PTPRN2,SYT5,APOL4,KCNJ3,PCDH17,SERPINE2,PRKAG2-AS1,PLK2,KCNJ6,SEZ6L,PDK3,RFX6,CHGA,C2CD4A,SCG5,SLC7A14,LOC100216479,HMGB3,KCNA5,CNIH2,PEMT,PTGER3,SPTSSB,SERPINI1,GCNT1,SCG2,FABP5,NAA20,CAMK2G,SLC22A17,CFC1,CD99L2,ENPP2,ADCY1,GPX3,F10,SLC7A2,SPOCK3,POPDC3,PPP2R2B,SMOC1,CRTAC1,TMEM176A,TMEM176B,DPP4,PDE3B,GPR64,GLS,PAPPA2,PYROXD2,VGF,PDK4,FSTL5,ARX,ALDH1A1,ARRDC4,CHGB,PCSK2,FEV,PTPRT,SLC38A4,KCTD12,TMEM236,FAM84A,FAP,RGS4,TM4SF4,TTR,CRYBA2,KLHL41,GC,IRX2,PLCE1,LOXL4,GCG STANDARD_NAME Muraro_Pancreas_Beta_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Beta EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS INS,IAPP,MAFA,NPTX2,DLK1,ADCYAP1,PFKFB2,PDX1,TGFBR3,SYT13,HADH,MEG3,SCD5,CDKN1C,SORL1,ERO1LB,ABCC8,SCD,UCHL1,SCGN,G6PC2,SRXN1,VEGFA,RBP4,PCSK1,RRAGD,PCDH7,CASR,FTL,FAM105A,ENTPD3,TIMP2,ENO2,LINC00263,PLCXD3,ROBO2,FAM159B,MAPT,PRUNE2,SMAD9,ATP2A3,SYT7,ID1,STXBP1,LOC154761,SLC30A8,SURF4,ARG2,ITPR3,GEM,CDKN1A,GNAS,SREBF1,GLIS3,HSP90AA1,DSP,EXPH5,GAD2,EDARADD,STX1A,MEIS2,EIF4A2,FTH1,PLCB4,SIPA1L2,PLEKHA6,ALCAM,C14orf132,SLC6A17,PTPN3,SUSD4,SYNE2,MNX1,FFAR4,WNT4,GNPDA1,WSCD2,PVRL3,MAP1B,RASD1,RASGRF1,CYP2U1,RAPH1,RAP1GAP2,PRSS23,ATRNL1,KIF5C,DHRS7,ASAP1,TFCP2L1,SLC2A13,CADM1,FAM222A,TBC1D4,SNHG7,DHRS2,GSN,CCNI,RAB15,CHL1,UBE2QL1,MXRA7,INSM1,PKIB,PPM1E,KLHDC8A,NR0B1,PIR,BTG3,KIAA2022,ROBO1,CSDE1,CDC42EP3,PAPSS2,SIX3,SQSTM1,TAGLN3,VWDE,TTC7B,OSBPL8,PEBP1,DNAJB9,ELAVL4,MGAT4A,IQSEC1,CABP7,RNF187,TPM3,CPD,NR3C1,SCG3,RIMKLA,HSPA1B,KIF1A,HSPA1A,DDIT3,ELMO1,CAMK2N1,PCLO,SIX2,ENO1,BTBD3,OLFM1,GSE1,SERINC1,MAN1C1,AKT3,MLXIPL,DIP2C,PFN2,CEBPG,ACLY,HSP90AB1,TMEM37,FAM107A,FMN2,CYYR1,HS6ST1,TSPAN13,EIF4B,VAT1L,TMOD1,PSD3,TOMM20,BHLHE41,AACS,BMP5,GNG4,MBP,BNIP3L,SOBP,RPL3,FAM115C,PER3,SRD5A1,TRIM2,SYNM,KCNJ11,MTUS2,HOOK1,DLGAP4,HOPX,VPS37A,BAG3,ACVR1B,ZNF395,IGF1R,KCNK17,MAPRE1,SPIRE1,RNF130,PARVB,CD200,NEBL,KLHDC5,MPP1,DPP6,MTRNR2L1,PDZD2,FBXO7,MARK1,ATP8A1,HSPH1,RGL1,KIF21A,MYO1D,AKAP11,LINC00673,TTC3,MYH14,SH3GL2,MAP2,GREM1,CBX7,BEX2,PKP2,RUFY3,ATP6V1B2,ARHGEF3,ST3GAL5,MTRNR2L8,C6orf48,TAB2,TSPAN1,MAP1A,TCEA1,CCDC109B,NGRN,RNF6,PIPOX,TNKS2,C1orf43,NCKAP1,LOC643837,GNAO1,MAN1A2,MYO3A,TMEM64,KCNK16,SVIP,TSHZ1,LRRTM3,PJA2,SYBU,TMCC3,LONRF2,UBL3,CDK5R1,RGS16,NBEA,CACNA1H,MAPRE2,TSHZ3,MYCBP2,GPM6A,SLC18A2,LYSMD2,CAPN13,CACYBP,DOCK10,PPL,CENPC1,CLCN3,CFL2,DNAJB1,PDE8B,FBXO17,NANOS1,SLC25A36,NEO1,UBE3C,TMOD2,SLC2A1,LARP1,PLAGL1,C21orf91,SEMA6D,ZNF91,CCSER2,LPIN1,TMEM150C,PHACTR2,RANBP2,ZHX3,EPB41L4A-AS1,PI4KA,SEPW1,CLCN4,SNAP91,CACNA2D1,TMED6,GTF3C1,CMTM8,TERF2IP,PPP2CB,KATNAL1,INSIG1,MCC,PPP1R1A,PNMA2,MT1F,RPH3AL,RPL5,NEFM,ATP6V0E2,NCOA3,SLC4A10,CADPS,INA,INPP5F,BNIP3,CIRBP,ALDOC,PHF1,MTRNR2L2,SC5DL,ANKH,TSPYL5,HLF,ZMIZ1,APPL2,C15orf61,NKX2-2,HSPA8,IER3,CCDC104,CACNA1D,SLC2A2,RNF13,ADM,COPRS,RAB3IP,PDE4DIP,NMNAT2,VEGFB,ME1,SSTR5-AS1,PDZD8,CBX4,PTEN,PIK3C2A,CREBRF,VLDLR,RAB12,CLGN,LMO2,ANKRD12,ANKRD65,NFE2L1,FAM115A,MAFG,APC,RBBP8,UBC,PLCL2,KIAA1211,UBQLN2,AES,PRMT2,HERPUD1,KIAA1715,CCT4,FOXJ3,JHDM1D,DARS,ARL4D,ISCU,MT1X,MT2A,ATP6V0A1,KCNH2,TRIQK,VPS13C,SESN1,MAP6,UHMK1,KAT2B,SOCS2,MAP3K2,PLOD2,DPYSL2,KIAA1598,CDIP1,MIS18BP1,ROR1,GRIA4,DNAH5,MAFB,RPS3,ZCCHC14,KIAA0247,SURF2,WDR7,THBD,GPSM1,TPRG1L,RAB3B,NDRG1,SYT11,ATP1B2,XPOT,ATP6V1A,FAM135A,SPRYD3,THAP5,SARS,KDM3A,DDX24,CAMLG,RUNX1T1,VOPP1,SEMA5A,HSPD1,KIF13A,EDN3,RPL4,RPS23,NAPA,BCL9,SLC16A9,ISOC1,WLS,CPEB4,SEC11C,NCOR2,PEPD,CDC37L1,NR1D2,GAS5,CELF4,COBLL1,RAB39B,ENPP5,PERP,G3BP2,NFIC,TIAM1,TNS1,RCBTB2,PRKCH,ALG2,LMAN1,TXNRD1,RHOQ,TRIB3,STX3,ZBTB4,ATP6V1D,PGRMC2,PAFAH1B1,SLC29A1,PPT1,WDR17,CNRIP1,MEGF9,SLC6A6,PRKACB,FAM200B,RORA,ZC3H6,EPB41L1,HECTD4,SNX29,TBC1D24,GOLGB1,MIR7-3HG,ETNK1,KCNG3,ADH5,ESD,CHD7,PTAR1,DST,Sep-03,ACAT1,PCM1,STXBP5,GLIS2,GDAP1,DTX3,IPO7,SBDS,DENND5B,CDCP1,PCMT1,ILF3-AS1,PTPLAD1,AMPD2,ANP32E,PPID,TMEM55A,JAZF1,EXOC5,GPR158,CANX,USP1,ATRX,HSPA13,NAP1L1,TUBB2B,SBNO1,SUCO,UNC80,IGSF1,NEU1,MTSS1,ABR,RCOR3,TMEM132B,FXR1,ST13,GOLGA4,IRF2BP2,SOCS7,ANP32B,TOMM34,TBCC,APPL1,NAP1L2,ABHD3,EPB41L3,AFF1,GLCCI1,DYNC1H1,ACVR1C,RHEB,FOXA2,DBI,MADD,HDAC9,ZNF770,KIAA1107,STAG2,TAF9,P2RY1,MTSS1L,NDFIP1,DICER1,PRRC2B,RCAN2,PSIP1,DGKD,ATG3,GNA13,GLT8D2,NRCAM,ARPP19,RNF2,ST18,ZNF483,KAT6B,TRIM37,OCIAD1,AFF4,TPP1,WHAMM,RAB22A,HABP4,GYG1,SLAIN2,C4orf3,FNIP2,ATP6V1G1,UBXN4,KLHL12,DNAJC6,KLHL2,SEC63,MPHOSPH8,KIAA0368,ING2,TXNL1,RPL7A,RNF157,ABCA5,KIDINS220,COPS2,REPIN1,PIGA,ARFGEF2,SCN1B,SYT4,C7orf41,EFR3A,TRIM9,GHITM,EFNA5,APCDD1L-AS1,SERPINB4,RPL17,VAMP2,SCAPER,RASA4,AHCTF1,TTLL7,GPRASP1,C11orf1,KIF5B,CDV3,KCNMA1,C22orf28,ASH1L,IL17RB,MPP6,PURA,NUCKS1,SPEG,RRAGC,AP3B1,PGK1,DNAJC12,C6orf1,SLC39A14,CREB3L2,BEX1,USP48,KLF13,ZNF204P,TMEM65,PEG3,TRAPPC8,PIM3,RAD50,MYO5A,FKBP5,AARS,ATP6V1C1,BRI3,RASGRP1,HPS4,USP9X,ABRACL,EXOC2,FAM174B,USP12,RABGGTB,WFS1,PSMB1,PAIP2,PTCH1,KLF10,IGSF11,CERK,SNX9,NPR2,ABHD10,KCMF1,GNG7,LOC100506548,VAPB,SPECC1L,GDA,MAGI2-AS3,RRM2B,PTGES3,ATP6V1E1,SHOC2,GREM2,PALM2,GOLGA8A,CNP,ST8SIA3,FNIP1,TMEM126B,CHD9,DMXL2,CRMP1,TMEM167A,G3BP1,STMN2,KLHDC10,YWHAG,PIKFYVE,TMEM33,TERF2,PNMA1,MATR3,LINC00657,TUBA4A,ZNF746,IL6R,FTH1P3,SLC4A7,SPOPL,TPD52,RRAGA,TAOK1,BBX,CREBL2,ABAT,PTPRN,FOXO1,TMEM38B,DDR1,EPM2AIP1,USP34,CDC5L,MXI1,NUS1,PREPL,DNAJC3,CNBP,KIF3B,RAB11FIP1,TMEM109,ZMYND11,ZNF652,RPS4X,ANO5,HSPA9,SLC11A2,FLOT1,FBXL17,MLL3,RTN4,IGBP1,PCGF5,AZI2,ZBTB38,GABARAPL2,SLC25A4,PTPN11,NSG1,FAM213A,STMN3,HIVEP2,ARHGEF9,UBQLN1,CDC42BPA,C1D,KCNK3,MDM2,GFPT1,ATXN2,WDR33,ARL8B,PRKAG2,ERRFI1,LINC00617,RCAN3,TTC3P1,BCL2L2,RAD17,EEF2,BEX4,DDX3Y,HSPA4L,EPRS,HECTD1,ARHGAP5,VPS35,C16orf72,C2orf69,OLA1,ZBTB33,TTC37,ZNF331,CLIP1,TNFRSF11A,XPC,ATF6,LOC100505738,PSMD1,MTERFD2,EIF3H,DSTYK,HAX1,IRS2,C12orf76,TOR1AIP1,CLASP2,TBL1XR1,ARHGAP35,SPIN1,FAM8A1,CHN1,NAV2,RMND5A,PTBP3,MKRN2,ZNF277,RPL36AL,LETMD1,PRNP,WSB2,ZNF292,KCTD13,CLTC,GIGYF2,SV2A,FGF9,RPL31,DGKE,TRIP11,SLC25A34,NMRK1,ELP4,HNRNPC,SMAD7,SGMS2,PRKAR2B,FYTTD1,SETBP1,TSPYL1,ARMCX3,PTPN1,NAP1L5,MBD1,PHC2,WAC,ORC3,U2SURP,PDZRN3,TSPAN7,MIA3,Sep-15,COMMD9,NCOA4,JKAMP,GCC2,MSANTD4,KIAA2018,MTERFD3,HCFC2,ALKBH5,PPP1R2,RAB11FIP5,MAST4,PRPF8,JUND,NRD1,LYST,PSAP,MRPL49,CISD2,ZMAT3,RAB7L1,RAB5A,KIAA2026,COX7A2L,ZZZ3,UBXN1,ARL6IP5,C8orf47,BTBD1,GABARAP,MTMR6,PELI1,MAN2A2,BRD7,ELMO2,FAM134A,GRPEL2,RNMT,BTF3L4,RABEP1,LRPPRC,AGTPBP1,TMEM181,ZFP106,LOC100128252,PRDM4,PNMAL1,UCHL5,SLK,EIF4G3,PITHD1,OSTM1,FYN,SLC7A1,FAM219A,PURB,FAM179B,PLCB1,NFASC,ENDOD1,RNF19B,ADRA2A,MAP1LC3A,EML6,EIF3E,SAMD3,CYFIP2,NIN,SUMO3,PSMC6,USP51,COPS7A,MRPL34,LDOC1,FKBP4,ID4,YME1L1,PAN2,TOMM70A,TANC2,NEUROD1,SETD7,RASSF6,NISCH,RPA2,EIF1B,KTN1,METTL5,PTPRJ,PATL1,CLIP4,MRPS18B,CAPN7,RAB3GAP1,SETD3,THAP6,FBXL16,ROCK1,TBC1D9B,ABCG1,UNC79,TRIM23,TSPYL2,HLTF,BBS2,KIF3A,FASN,RRN3,RALGPS1,ANKMY2,CASC3,TRMT112,WARS,SRPR,PRPS1,BLOC1S2,DYNLT3,SLC1A4,FOXN3,ZCRB1,KIAA1644,PPM1A,HMGCLL1,AKTIP,UBN1,C2CD5,UTRN,HUWE1,CDK6,AP1AR,ACVR1,RERE,FBXO33,ZNF318,FRA10AC1,CLTA,TGOLN2 STANDARD_NAME Muraro_Pancreas_Delta_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Delta EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SST,PRG4,LEPR,RBP4,BCHE,HHEX,FRZB,PCSK1,RGS2,GABRG2,DPYSL3,AQP3,AMIGO2,GABRA1,GHSR,TENM3,FHOD3,CBLN4,ERBB4,HAP1,SLC17A6,LPHN2,CALB1,CDHR3,SEC11C,CALCB,PCK1,FFAR4,TPPP3,DIRAS3,KCTD8,POU3F1,KCNT2,DHRS2,CABP7,NDRG4,PCP4,MS4A8B,LRFN5,LOC728392,GAL,AKAP12,TCEAL6,SAMD5,CASR,SYT1,GABRB3,ISL1,MRAP2,UNC5B,DSCR6,ABI3BP,HEPACAM2,PHGR1,PSIP1,LRCH2,ANK3,MEST,PON3,PKIB,LOC642366,BHLHE41,EDN3,FGF14,PDLIM4,KCNJ8,BAALC,BAMBI,VAT1L,CADM1,LINC00643,GAD2,PKDCC,PRKACB,AMPH,EHF,HMOX1,DFNB31,PAIP2B,HSPA6,MCC,HADH,ST8SIA4,STXBP5L,SLC7A5,EYS,LCORL,CELF4,F5,SLC4A8,PDE2A,PCLO,SNAP25,APOBEC2,ETV1,ACSL1,LOC150622,PLEKHB1,MIR7-3HG,PARVB,CEP41,FANCF,UCHL1,TSHZ2,PLXNA2,MAP1B,C1orf173,KCNJ2,SSTR1,PPP4R4,TBC1D24,ABCC5,TMEM200A,ABCC9,HTATSF1,UCP2,SORL1,PAK3,TENM2,SLC38A1,KCNH2,DUSP26,SLC7A5P2,NSG1,TMEM132D,CHN2,TPD52,EGR1,CXorf57,TCEAL2,SYNE2,ARL4D,RUNX1T1,MAGEL2,NPHP4,GPR98,NOL4,PIPOX,CDK14,C7orf41,KCNIP1,AGPAT6,IDS,SLC6A17,MLPH,PDZRN3,THSD7A,NUAK1,STAU2,ELAVL4,MAP6,C14orf132,DYNC2H1,RAB3D,HMGCLL1,TCEAL5,SYT4,UNC80,MDFIC,LRRC42,DUSP6,CDKN2A,CAMK2B,NAP1L3,FOXP2,CD9,SETBP1,TANC2,JAM3,PNMA2,CREM,MAP9,MAP2,HID1,KCNB2,EXOC6,LMO2,HPN,ZMAT1,TLE2,ICA1L,CYFIP2,PCSK1N,KIAA1244,FBXL16,FOS,ABHD16A,LONRF2,UBE2QL1,VWA5A,FGF12,INSM1,RCAN3,BEX1,BEX4,PNMAL1,FAM102A,CXXC4,PVRL3,FAM167A,KRT10,NUDT9,RUNDC3A,PROX1,ACVR1B,DNAJC6,BTG3,OXCT1,INPP5F,PRSS23,PEG3,CADPS,ITM2C,EPHX2,IER2,RHOBTB3,ST3GAL1,DNAJC12,DNAJB9,ST8SIA3,NCAM1,TMOD1,QDPR,IRS2,SLC2A13,SESN3,PBX3,MBNL2,LINC00261,SCRN1,FTO,LPIN1,PNMA1,PAM,FXYD6,AHI1,PNRC2,NBEA,ZKSCAN1,GCH1,PREPL,TCEAL3,RUFY3,BEX2,BTG2,CPE,PJA2,PTPRN,TTC3,PEG10 STANDARD_NAME Muraro_Pancreas_Pancreatic_Polypeptide_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). PP EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PPY,SERTM1,CARTPT,SLITRK6,ETV1,THSD7A,AQP3,ENTPD2,PTGFR,CHN2,FGB,SLC6A4,MEIS2,BCYRN1,ID2,CARD11,KCNG1,APOBEC2,EGR3,ABCC9,TMEM47,CHRM3,PCDH8,LMO3,INPP5F,PEG10,GLT8D2,PTP4A3,MDFIC,SEMA3E,MEIS1,ID4,IL17RB,AKAP12,SYNPO2,ARX,PAX6,STMN2,SPOCK1,CALB1,FGD4,ZNF503,EGR2,FOXP2,PXK,CHD5,PON3,TENM2,CACNA1A,DDC,ID1,PCDH9,CSGALNACT1,CXXC4,NKX2-2,KCNJ8,RFX1,HIST2H2BE,PCSK1N,SDK1,ABCB1,CTTNBP2,STX11,KCNJ3,SAMD5,M1,KIAA0319,SCGB2A1,SPC25,AK4,FAM159B,BTG2,NR4A2,NR0B1,SERPINA1,SCG2,CALY,DPYSL3,ACSL6,LPHN2,NEURL,C16orf45,FGFR1,BMF,PGR,CACNA1H,PAR-SN,DEPTOR,ISL1,ITM2C,AMOTL1,IBA57,GAD2,NPHP4,TOX,VWA5B2,ZNF608,CABP7,MIR7-3HG,PRKACB,RASD1,LPPR4,EGR1,ATP8A1,TMEM45B,SLC40A1,H1FX,KIAA1456,MAF,PCLO,L1TD1,PGM5P2,TONSL,DIRAS3,TUBB2A,TOX3,ABCC8,LOC388692,C21orf62,PAM,YPEL2,PLEKHB1,TMOD1,GRIA3,KIAA1377,KCNMB2,NEUROD1,SGSM1,NR4A1,LDLRAP1,CAMK2N1,PCDH17,METTL21A,SREK1,FEV,MALAT1,C1GALT1,FOS,EHF,REV3L,ABCA5,ZXDC,FABP5,MAP2,MAB21L3,LOC643406,APLP1,PDK3,DDR1,INA,CDKN1A,RHOBTB3,KCNQ1OT1,IDS,GNAS,MTRNR2L2,MTRNR2L8 STANDARD_NAME Muraro_Pancreas_Epsilon_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Epsilon EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS GHRL,ANXA13,PHGR1,ACSL1,FRZB,SPTSSB,ASGR1,HEPACAM2,VTN,SERPINA1,SUCNR1,FGF14,TM4SF5,LINC00261,TMEM45B,SERPINA10,EBF1,C5orf4,AGT,NEDD9,DEFB1,DIRAS3,BMP7,SEMA3E,VSTM2L,TRNP1,NUAK1,SPON2,KCNH2,CDKN2A,FFAR4,SAMD5,PROX1,PIGK,SYNJ2,SERPINB6,SPINK1,ASAH1,ARX,PCSK1,ZKSCAN1,CLU,TM4SF4,PEG10 STANDARD_NAME Muraro_Pancreas_Ductal_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Duct EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SPP1,CFTR,AQP1,ALDH1A3,KRT19,CRP,DEFB1,CEACAM6,MMP7,TSPAN8,SERPINB2,SLC4A4,SERPINA5,CEACAM7,SERPING1,ONECUT2,LGALS4,VTCN1,CXCL6,CD74,CLDN1,ANXA4,APCS,APCDD1,TFPI2,HSD17B2,KRT23,ANXA3,CCL2,KRT7,H19,PMEPA1,CTSH,TINAGL1,TYROBP,CLDN10,CAV2,FLRT2,LAD1,KRT18,TNFAIP2,LAMC2,SCNN1A,ANXA2,LITAF,FILIP1L,KRT8,MUC20,CPA3,CTSS,PDLIM3,PROM1,AKAP7,CHI3L1,C1QB,CRYAB,DCDC2,ANXA2P2,IFI30,HLA-DRA,KRT80,SLPI,AHNAK,TACSTD2,CTGF,CD44,S100A14,SEL1L3,CXCL1,CLDN2,PIGR,SEMA6A,HSPB8,SLC3A1,LGALS9,SFRP5,S100A10,CTSD,VNN1,IL8,NDRG2,HABP2,SPNS2,CREB5,LCP1,CYR61,RGS1,ANXA1,SOX4,VCAM1,HLA-DQB1,RHPN2,TM4SF1,PIK3AP1,PPARGC1A,ITGB8,CDC42EP1,C1QA,TGFA,ABCC3,S100A6,TNFRSF11B,TGFB2,PDGFD,CCL20,BAAT,PKHD1,CTSE,TNFSF10,IQGAP2,ALOX5AP,SLC16A7,LGALS3,NCEH1,GJA1,SRGN,ALDH3A2,ADAMTS9,LCN2,IFITM2,GPRC5B,BICC1,AMBP,DAB2,RASEF,SDC1,HLA-DRB1,PFKFB3,THSD4,NFIB,ACP5,SDS,NOTCH2,HLA-DPA1,HNMT,UCA1,CDH6,LAMB3,PLA2G7,S100A16,CD9,FGL2,STOM,ANKRD1,SLC1A1,MS4A7,ATP1A1,GCNT3,EDN1,LAMA3,CMTM7,CLMN,CA2,SLC6A20,IFIT3,FCER1G,LAPTM5,CDKN2B,SPTBN1,CD24,KCNJ16,TRIM47,MYOF,S100A11,DAB2IP,SOX9,WFDC2,GBP2,WWTR1,HKDC1,FGFR2,CSF1,KIAA1522,AMOTL2,MALL,YAP1,LYPD1,SLC43A3,GOLM1,FYB,NDUFA4,FLRT3,TMSB4X,KLF5,B4GALT5,SVIL,MET,TGFBI,TPM1,MYRF,IGSF3,SMAD3,ENC1,DHCR24,ITGA2,SLC44A2,TNFRSF12A,FAM150B,CX3CL1,NEURL3,CXADR,CLDN4,ITGA6,IFITM3,UGT2B15,PTPRK,ATP11A,SLC28A3,C1QC,LIPH,HLA-DPB1,FMNL2,TTN,Sep-09,BACE2,HLA-B,CRCT1,MARCKSL1,CCND1,C6,CXCL2,SH3BP4,REST,SLC38A1,UGT2A3,POF1B,RERG,KCNK5,SGK223,ERBB3,PPIC,ZNF704,ARL4C,TMSB10,PLD1,OLR1,TXNIP,GULP1,WDR72,FLNA,CYP3A5,NOTCH2NL,CXCL5,MYL12A,ACSS1,TFF1,HNF1B,ELF3,IGF2BP2,GBP3,TTYH3,VGLL3,PDP1,CXCL16,JUP,NAMPT,SLC12A2,SLC34A2,CITED4,TGM2,RUNX3,TSPAN6,NCF2,C1R,F2RL1,SOD2,RCAN1,MCAM,SERINC2,SERPINA1,ATP8B1,C1orf198,ARHGDIB,SIRPA,TMC5,SAT1,NFKBIZ,EGFR,SLC15A1,UGCG,DSC2,TFPI,KLF6,NR5A2,FAM171A1,LURAP1L,HES1,C8orf4,AHR,HSD11B2,FA2H,ZFP36L1,ZC3H12A,C1S,ASAP2,AIM1,RHBDF1,ADAM9,FNDC4,ZFP36L2,HS3ST1,ATF3,NFKBIA,BDH2,SLC44A4,IL4R,ANXA9,CDX2,SDC4,TSPAN15,TRPV6,PRSS22,MFI2,CD59,EPS8,MID1,CYBB,KIAA1217,RHOC,PDGFC,ZAK,ST6GAL1,MYO1E,CDR2L,EPHA2,DUSP4,GPR126,TTC9,PVRL4,RBP1,PDZK1IP1,TES,MITF,CRIM1,CYP1A1,TPGS2,LPCAT2,GYPC,SRGAP1,GPNMB,NOV,NCK2,RBPMS,HN1,TMEM2,TNKS1BP1,HEG1,OSMR,BMP2,HLA-DMB,SULT1C2,SORBS2,TFRC,BIRC3,MUM1L1,CAPN2,ITGB2,KCNJ15,HCK,PHLDA2,TNFRSF10B,SYT8,HLA-DQA1,LAMC1,SERPINA6,C14orf159,C5AR1,WWC1,TGIF1,PXDC1,NTN4,RAC2,SERPINA3,MSN,DHRS3,IDH2,CSF1R,ABCB1,TACC1,KIAA0754,APLP2,RAB27B,RNF19A,GMNN,LIF,TGFBR2,PDE3A,NFIX,MOB3B,CLDN23,NGFR,STK17A,FSTL1,HK1,SPINT1,HLA-F,PDLIM1,HIF1A,SHROOM3,TSHZ2,KRT17,ZNF217,ITGB5,CES1,HBEGF,TMPRSS2,CAPN6,KIAA1462,KIT,ITGA3,MAOB,CASP4,PLS3,PLAUR,IER3,OSBPL1A,EXT1,PCDP1,TUBB6,MAL2,CEBPB,ASS1,PARP4,CD53,NUAK2,FAM129B,MYH9,MAFF,SNX10,ACSL4,DSG2,APBB1IP,ACTN4,GSTP1,B3GNT5,B4GALT1,QSOX1,PCSK5,TEAD2,SH2D4A,NCOA7,TUBA1C,FGF19,C3,IL18,CNN3,DDAH2,BCL10,LATS2,ANO6,LRG1,TPSAB1,STAT6,CEACAM5,CFI,MYO5B,SLC9A3R1,LPAR6,FAM84B,CPM,PRDX1,TPM4,IER2,YWHAZ,EHF,HLA-DMA,ABHD4,TST,TNFAIP3,FUT4,PLSCR1,SLC12A7,ID2,PRR15L,RAPGEF5,MAP3K1,ICAM1,AGT,TMEM51,CSDA,IGFBP7,PON2,GLUL,GDF15,PMP22,HDAC7,ZYX,PLAU,NFIA,SPTSSA,MYL12B,ATP1B1,ETS2,CLDN7,EPS8L3,SDCBP,DUSP1,PERP,TMBIM1,ARHGAP26,TP53INP2,ITGB1,NR1H4,LBH,MGAT4B,IGSF6,PIK3R1,CCL28,ADCY5,PTGFRN,NRP1,BAZ1A,ITIH5,RHOU,RCC2,VAMP8,RETSAT,RAB9A,HPCAL1,ITGB4,SLFN5,S100A13,CFLAR,NLN,DST,SP100,SLC40A1,SOWAHC,SOX10,TJP2,SLC17A4,PARD3,CAPN1,CYP1B1,EFNA1,RIPK2,RUNX1,TNFRSF1B,ARHGAP29,CXCL3,DUSP6,PRKCA,TIMP3,OCLN,ADAM28,IL1RN,ELOVL7,VASN,VSIG4,HLA-C,PTPRC,SPTAN1,ANKRD9,SPATS2L,GPR125,CAV1,F11R,LMO4,PDE5A,SH3PXD2B,ENAH,NINJ1,ATP10B,PRDM16,PACSIN2,IFNGR2,FCER1A,PAH,DDIT4,CAPG,WLS,ADAMTS1,PTTG1IP,ABTB2,GALNT3,CGNL1,LIPA,TJP1,RAB32,FDFT1,ALOX5,NR2F2,GALNT1,IL1R1,CD68,ARPC1B,LGR4,AGR2,CASP10,RND3,GPR110,PSG4,MST1L,GSN,CFB,LASP1,MYO1C,ANXA11,BAIAP2L1,ZNF208,TMEM123,FGA,INSIG2,LOC100505633,STK38,MPEG1,TFF2,SDHA,CD84,JAG1,GSTM4,FAM213B,LRRC8A,TANC1,ARHGEF40,GJB1,FAT1,WDR1,TAPBP,FGF2,PTPRF,ACTB,KIAA1804,ARSD,FGFR3,ACSS2,HLA-DRB6,ARL6IP1,GNG12,CHST15,BCL2,DCTPP1,AKR1C1,COL18A1,UPK1B,ANXA5,LMO7,IL17RD,CFH,CTTNBP2NL,PHLDA1,ERGIC1,TNFSF15,PPP1R18,MSR1,CCL3,FARP1,RASSF8,PSMB8,RCN2,CD300A,DOK5,TRIM38,CD151,SH3BGRL3,SWAP70,C1orf116,G6PC,STK17B,NEXN,ITGAV,PDIA5,ZSWIM6,KCNQ1,GATM,SLA,PARD6B,C1RL,PPP2R3A,CTSO,PGM2,TLE1,AKAP13,AKR1B10,VASP,CDH19,STAB1,JOSD1,STS,KLHL24,CDH1,MACC1,TMEM98,CNDP2,CAT,BCL3,TBXAS1,SPSB1,GSTO1,TUBB3,TNFAIP8,APOL1,CNN2,PIK3IP1,ABRACL,LIMA1,CD47,NR0B2,MYD88,PRKX,SPRY2,FBLIM1,MAT2B,HCP5,TBC1D16,SYK,PIM1,TPBG,NEDD4L,HMGCS1,GLIS3,PPIF,CCDC6,SYPL1,HOMER2,RNF213,TSPAN14,TAGLN2,FAM133CP,NMT2,PTAFR,ARF6,EFNB2,NTRK2,LYN,KRTCAP3,ARHGAP21,FRMD4A,CTNNA1,FAM110C,DUSP23,C14orf105,SMS,DAZAP2,ARHGAP18,METTL7A,TMEM106B,GPX1,RALB,RHOB,VAV3,HSD17B11,EIF4E2,BHLHE40,PFKP,CARHSP1,VMP1,RRAS2,TP53BP2,CLINT1,CASP7,ADAM10,C8orf47,MLLT4,PTPN12,SERINC5,UBD,BAMBI,GSTK1,DUSP5,PLEKHA2,GADD45A,CBX3,MCL1,PPFIBP1,ATP13A3,LOC541471,MSMO1,AKR1C3,CLIC4,SYNPO,CAP1,TRIB1,PTP4A2,KIF13B,NECAP2,KLF3,TMOD3,SAMD9,ADM,CTSB,RPS6KA2,MRPL15,ITPR2,CCNG2,OCIAD2,TRIP10,RALGAPA2,PNKD,ATP5B,SPRED1,LPP,LRRFIP1,CHML,ACAA2,PTPN14,CPPED1,CMTM3,EHD4,ADI1,LTB,TC2N,SNX6,TMC4,TNS1,HEXB,CYFIP1,STX7,ACAA1,MLPH,MGAT5,ETV6,CPT1A,ACOT9,PKP4,HEBP1,ZNF292,SERTAD2,AGPAT3,QKI,RASSF4,SLC39A1,ENO1,ALDH3B1,A2M,ABCC4,TMEM132A,RAB25,CLIC1,MAP4,CTSL1,ID3,TUBB4B,PQLC3,NCAM1,ST3GAL1,PIGS,ZNF267,CMPK1,SIAE,GALNT2,RSU1,ZDHHC7,RNASE1,PAWR,TUBB,CYTH2,HIP1,IFI16,ABHD3,CASK,UGP2,CFL1,LACC1,ERBB2IP,ERO1L,CTNNB1,ACTG1,GNG5,GOT1,STK38L,ATP2B4,SLC38A2,EIF4EBP2,RNPEP,HDGF,CCDC50,IQGAP1,SYNE2,RALA,LAMP2,GATA6,OLFML2A,CHP1,ZNF503,CA12,CBR1,SPAG1,SP1,LGALS3BP,EPB41L1,ANK3,DIAPH1,SAMD12,CD276,PFN1,LDHA,UBE2L6,MYH14,PLEKHB1,RHOG,PSMB10,CTBP2,KANK2,RNASET2,PICALM,ZBTB20,SYNGR2,ARL6IP5,LBR,KDM5B,DECR1,RBM47,CERS2,SETD7,SH3D19,CNPPD1,TRIOBP,ALAD,CLN8,APEX1,FAM63B,SLC46A3,FOXO3,ERRFI1,IER5,MTMR12,SUCLG2,PARP14,UBALD2,AFAP1,PTPRM,EZR,SLC35B2,DDAH1,TCF7L2,GM2A,EBP,SIPA1L1,C16orf88,ANKRD13A,SLC25A24,CTTN,TRIM25,FZD5,GALNT7,CDK2AP2,LRP10,TP53I11,CCDC71L,FUCA1,HSPB1,WNK2,KIAA1551,LAMA5,FAHD1,VCL,WEE1,GPX2,PEA15,B4GALT4,LHFPL2,ATP5C1,ELOVL1,MAGI1,HDHD3,UTRN,CDS1,SEPHS2,MYO6,PGM2L1,THBS1,ELF1,RDH10,MPRIP,ZCCHC6,VPS26A,LAMB1,TNFRSF21,AMOTL1,ARHGEF18,Mar-05,CHMP2B,NPAS2,DCBLD2,KIAA0247,ZFP36,PLXNB1,CANT1,RAP2B,GUCD1,TIMP2,PHLDB2,SMURF1,BCL6,COX5A,RPS27L,SLC25A23,ATP5G3,KIAA0930,MAGI3,ARRB2,IGF2R,GBAS,LYZ,PVRL2,EFTUD2,PTMA,ABHD11,RNF44,ABCA1,TRAK2,SNAP23,SLC20A1,BPGM,EIF6,CAST,LGALS8,FGD6,FH,LMNA,TRIM8,BTBD7,PAK1,EGLN1,ACTR3,OXSR1,TOB2,CREG1,CYCS,PPP1R11,NEDD9,HADHB,NNT,GDE1,DDX52,CSRP1,LANCL1,HTATIP2,DYNLT1,LUZP1,ASAH1,LIMS1,MAPK6,GNPTAB,TPD52L1,IL10RB,CDR2,MAPKAP1,SGPP1,TMEM43,GADD45B,CTSC,ERLIN2,MDH1,LAPTM4B,KDSR,IFNAR1,MYADM,FRMD8,LDLR,AGAP1,TMEM127,TMEM50A,CASP6,CD2AP,FTH1P3,B3GNT7,SLC25A5,ZNF117,ABI1,GRN,TRIM26,SMC5,SNHG12,LOC441454,TMEM41A,PPDPF,EXOC6,PDHA1,C4orf19,HNRNPF,NRAS,PAFAH2,CYP4V2,KIF1C,TBC1D5,PNP,DAPK1,COX7B,KLHL5,DERL1,PPIA,ARPC5,BTG1,CALD1,VAT1,MTUS1,TOP2B,PPP1CB,SATB1,RHOQ,TTL,DTX3L,APOL6,B2M,GSTT1,FLII,DOCK1,HINT3,PRR13,ZDHHC3,STK24,GLB1,TIPARP,MGST3,SAV1,SLC35F6,DUSP16,SKIL,EIF2S3,ATP5O,RNF103,ALDH2,SMARCC1,TXN,UBAP1,LPGAT1,NET1,ID1,GLO1,SUCLG1,TMEM87B,RAB6A,HGSNAT,JUN,MPZL1,NDUFA6,NFE2L2,LYPLA1,XRN2,CAPZA1,KLF13,PSME3,NPNT,PAK2,PSAP,PDCD6IP,LEPROT,NDFIP2,RAB11FIP1,RAB10,TXNDC17,ABHD2,CRYZ,CDKN1A,UQCRFS1,ODC1,ATP11B,HEBP2,KIAA1033,DHRS7,IL6ST,TM2D2,PBX1,PRSS23,GOT2,NAPG,ALDOA,FAM96A,PLS1,CS,MPC1,STARD7,NOP10,MACF1,SH3YL1,PAIP1,HLA-E,EPCAM,CDK6,TM7SF3,TMEM87A,RAB5B,XRCC5,WBP2,VDAC1,PTP4A1,NCOA4,LMAN2,RNF128,NAGK,PNPLA2,MAP1LC3B,PHB,RB1CC1,HNRNPAB,DYNC1I2,ZNF83,TNS3,YWHAB,FAM60A,DLD,SLC25A3,CYC1,TPI1,MUC1,C12orf75,ETFA,ATP5A1,INADL,NPC2,QARS,ACADVL,RAC1,BRI3,RMND5A,MBD2,GRB2,UQCRC2,ARHGAP12,DUOX2,SDHB,ABCF1,NARS,CALM2,STAU1,WSB1,H3F3B,SLK,TMEM165,PGK1,DAG1,MGEA5,SESTD1,LAPTM4A,MYO10,CHD4,NDUFS2,TMBIM6,OPTN,ARPC2,GNS,BZW1,APP,COX5B,VDAC2,HMGB1,PNRC1,MUC13,HADHA,EGR1,HLA-A,LLGL2,TXNRD1,ARHGEF12,UQCRH,MDK,SFPQ,CYP51A1,ACTR2,TCP1,SCAF11,IMPA2,GCC2,NCL,MLEC,FNDC3B,TOP1,RDH11,TSPAN3,FTH1,PCYOX1,HSPA1A,COX7C,PDLIM5,CCT2,EIF4G2,COX6A1,SQSTM1,SYNCRIP,FAM102A,HMGN1,CSTB,ARPC3,OLFM4,UBC,NEAT1,SRP14,CD63 STANDARD_NAME Muraro_Pancreas_Acinar_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Acinar EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PNLIP,REG1B,PRSS1,ALB,PRSS3P2,CPA2,CTRB2,CEL,PLA2G1B,CELA3A,CPA1,REG1A,PNLIPRP2,CTRB1,CPB1,REG3A,SPINK1,GSTA2,ALDOB,CELA2A,CLPS,CTRC,AMY2A,GP2,GSTA1,OLFM4,PNLIPRP1,PRSS3,BCAT1,CELA3B,LGALS2,KLK1,DUOX2,ANPEP,ADH1C,CFB,LYZ,FGL1,REG3G,MUC1,IL32,CXCL17,SERPINA3,AKR1C3,AKR1C2,SERPINI2,MXRA5,AKR1B10,AOX1,CELA2B,MGST1,UBD,C3,C15orf48,CA12,GDF15,GATM,RNASE1,AKR1C1,FAM129A,FGG,C6orf222,TC2N,MT1G,TMEM97,ATP10B,B3GNT7,CXCL2,ERP27,TCN1,PDZK1IP1,FKBP9L,UGT2B15,CTRL,SDC4,GPX2,BIRC3,TPST2,TMC5,SGK1,STEAP4,SAT1,CBS,GATA4,SOD2,KCNQ1,MECOM,TRIB2,CPA4,CYB5A,NR5A2,LCN2,MTUS1,UGDH,CD24,ZFP36L1,TACSTD2,LDHB,CSDA,IMPA2,DUSP4,NTN4,CXCL3,PTGR1,SLC25A37,F3,CEBPD,CPM,PSAT1,CREB3L1,GJB1,TMPRSS2,AKR7A3,XBP1,LGR4,FAM134B,LTB,GULP1,NUPR1,PDGFA,CYP3A5,BACE2,CCL20,IGFBP2,C8orf4,HHLA2,TUBB2A,INSR,TM4SF1,FAM3B,CD44,KRTCAP3,AADAC,FBP1,NFIB,GPR160,EDN1,FAM13A,AMY2B,C4orf19,LRG1,IFITM3,REG1P,RASEF,LYN,GPRC5A,ATP8B1,ERBB3,CLDN4,PLTP,SH3BP4,CCL28,GALNT7,OCLN,MET,NFKBIZ,CYP17A1,ABCC3,SERPINB1,CXCL1,PHLDA1,RASSF6,PACSIN2,FAM107B,LGALS3,ADAMTS1,ZC3H12A,SLC39A8,ELF3,KLF5,B3GNT2,PLIN5,IQGAP2,PTF1A,IL8,DHRS3,MYC,SH2D4A,FOXC1,KRT7,TCEA3,MAP3K5,PARD6B,TMSB4X,BAIAP2L1,SLC12A2,OSMR,RAB27B,ATF3,SERINC2,ITGA6,PBLD,SORD,SOX4,NFKBIA,B4GALT1,CHAC1,ADAM9,KIAA1522,SLC16A7,BCL3,HLA-F,SYTL2,KLF6,SLC22A23,TGIF1,IL22RA1,OAF,RPL10,CYP1A1,CCND2,SLFN5,TNFAIP8,ZNF117,TMEM51,P4HB,TPM1,ZNF114,RBPMS,RPS6KA2,ETS2,TM7SF2,MYL12A,CASP4,FGA,FTH1P3,SEL1L,TPD52L1,SOX9,HLA-DMA,PMAIP1,MLPH,NCOA7,PIGR,RAB11FIP1,TCIRG1,GALNT2,CCL8,LYPD1,RASGRP3,TMBIM1,RHOC,DUSP23,SERPINF1,TNFAIP3,ANGPTL4,RSU1,SSFA2,ALDH2,RPL10L,TUBB3,CLMN,GALNT3,FBXO25,CXCL12,S100A11,PHGDH,CFI,C5,RPL18A,GPRC5B,GPT2,B2M,FUT4,SLC38A1,RNF213,FLJ44635,TMEM2,RDH10,EHD4,ARHGAP18,FKBP11,SLC7A11,TST,TRIM47,AQP8,SEL1L3,RPL36A-HNRNPH2,EGFR,MYL12B,CD2AP,CNN2,IDH2,PPIC,FTH1,SLC12A7,MOB3B,TMEM41A,FA2H,LAMB3,PYCR1,GLTSCR2,PVRL4,NRARP,PABPC3,HSPB8,LDHA,RDX,LMO7,HSPB1,ZNF704,RPL22L1,PGM1,NAMPT,LOC283070,RETSAT,TNFAIP1,ANXA4,CCNG1,TUBA1C,MTHFD2,MCCC1,PRR15L,GSTP1,NEAT1,HOMER2,EEF1D,MYO5B,LSR,GLUL,SAV1,TAGLN2,RPL13A,TXNRD1,CGNL1,ACOX1,VTN,SHROOM3,IDH1,MYH9,REST,ZFAND5,PABPC4,NEXN,TPT1,ADM2,SLC30A2,RPS19,LRRC59,GMNN,ZNF217,RND1,RRBP1,ADD3,PIM3,GBP2,HN1,IL18,FAM162A,RPS12,KITLG,TFPI,PQLC3,LASP1,PRPS2,HLA-DRB1,XPNPEP1,SMAD3,CLDN2,ALDH3A2,FDX1,TSPAN15,PODXL,CLDN7,CCPG1,RPL29,KRAS,H6PD,PABPC1,CDH1,SLC35D2,SOCS3,TRAF4,PSMB10,CXADR,TAPBP,AMOTL2,TRAM1,WIPI1,CDR2L,PLSCR1,CES2,SRD5A3,RAB3D,LIMA1,SLC39A14,HDHD3,LGALS9,RPL23P8,USP53,EIF2S3,CLIC6,NDRG1,SKIL,TMEM123,EEF1B2,EIF4EBP1,ENAH,CD47,CASP6,STK17A,C11orf93,NR0B2,PTP4A2,EPHX1,GRB10,ARRDC3,ACTG1,FNDC4,CDC42EP1,HEBP1,HIF1A,AP4B1,CASP7,GOLM1,C1R,RPL14,NEDD4L,HLA-DRA,RPL37,MUC20,PDP1,MYO1C,SQSTM1,SPATA13,C2CD2,PIK3AP1,MARCKSL1,CLDN12,SP100,ATRN,PGM2L1,B3GALNT2,RPL7,IFNGR1,TNFRSF10B,CLDN1,TP53INP1,DDAH1,FGD6,MAN2A1,RPLP0,RPS6,SLC44A4,RNF181,F11R,POLD4,RPSAP58,PSMB8,LIMK2,SORBS2,TKT,REPS2,MACC1,KRT8,PPP1R3C,SPTBN1,FRMD8,TMC4,MYO5C,ERO1L,BMF,TP53I11,ASS1,RPL13AP20,GUCD1,SCN9A,ANO6,B3GNT5,EEF2,SHMT2,TXN,BLVRB,C1RL,CYFIP1,HPN,KRT18,ITGA2,KDELR3,GCNT3,TRIB1,RAB9A,SNHG5,TNFRSF12A,FAM161A,CLDN10,PTGFRN,PDCD4,TSPAN13,YAP1,PARVA,SPTSSA,TBC1D1,KIF1C,PTPRK,DBNDD1,TMEM98,CHP1,EIF3F,RBPJ,RPL9,RPL27,MSN,SLC38A2,VAMP8,SPSB1,ZAK,TNFSF10,MAL2,POLR1D,CXCL16,RPL12,RPL13AP5,RPS4Y1,UNC5CL,SNAP23,EBP,HEYL,SYNGR2,FLRT2,CHMP4C,GATA6,EIF4E2,JUP,FNIP2,RLIM,TMEM125,RPL36,LAD1,METTL7A,RBM47,ARHGAP26,TSPAN6,ABHD11,CREB5,EIF3E,PRDX4,RPL39,ARSD,FZD5,EIF4EBP2,ANKRD36,ACO1,TMSB10,DAB2IP,SERPINB6,OXA1L,PARD3,HSD17B4,RPS2,SERP1,DAG1,RPS8,CTTN,ANKRD36B,ENC1,MGAT4B,GCLC,EEF1A1,SPCS3,RPL23,RPL27A,RPL26,CNN3,SUCLG2,ATF4,GLRX,POLDIP2,MTMR12,NET1,STK24,CCNC,PPIF,ESRP1,RPS9,EBPL,HSD17B11,EDEM3,PTPRF,RPL13,RPL36AL,RPL32,SMIM14,RPS15A,CREG1,RPL36A,HTATIP2,MCL1,MLEC,TMEM87B,KLF3,CBR1,RPS5,DUSP16,AHCY,BHLHE40,PARP4,CCL2,ZFYVE20,GNB2L1,RPS16,CD151,PLS3,CDV3,RPL19P12,TJP2,PTMA,PPP2R5A,ALAD,GAREM,NFE2L2,MXI1,RPLP0P2,ABRACL,TOB1,PTER,ASNS,ETV6,LOC441454,RBM3,STAT6,RPS13,TOR1AIP2,IMPDH2,ACAA1,RPL34,BTF3,HLA-B,NACA,TMEM165,BAZ1A,SRI,MLXIP,PGM3,RER1,RPL35,TES,PTP4A1,RPL10A,TUBB4B,RPN2,SLC35E1,PDLIM5,NACA2,ADI1,EIF3D,ARPC1A,CD74,RPS24,RPLP2,ACSL4,EML4,RPSA,MKNK2,EPB41L4B,ITGAV,EIF3L,CTSD,FAM129B,IER2,RPS20,CMPK1,RPL11,EIF2S2,CAV2,RPL35A,RPS27L,RPS3A,MBNL2,SETD7,IGBP1,PRDX6,RNF19A,YWHAZ,CAPN2,MCFD2,RPS28,RPS21,TALDO1,RPS27,MAGT1,RPS7,TM9SF3,PNRC1,SSR3,OSTC,ACTN4,PRDX1,RPL19,BTG1,RPL31,UBE2H,HES1,TMED9,CAPZA1,HERPUD1,RPL37A,VMP1,HDGF,RPL4,TMED2,RPL24,RPLP1,LRP10,VIM,PDLIM1,FKBP1A,DNAJC3,RPS4X,RPS27A,PCBP2,JUN,RPS29,FTL,VAPA,ANXA11,NPM1,RPL17,RPS23,RPS3,PPIA,SLC25A5,RPL23A,MARCKS,EEF1G,UBA52,RPL41,HLA-C,RPS25,RPS11,RPL30,RPL38,RPL7A STANDARD_NAME Muraro_Pancreas_Mesenchymal_Stromal_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Mesenchyme EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS COL1A1,COL1A2,COL3A1,COL6A3,FN1,SFRP2,COL5A1,SPARC,SERPINE1,COL15A1,COL5A2,COL6A1,PDGFRB,LUM,COL4A1,COL6A2,BGN,VCAN,CYGB,THBS2,COL5A3,PXDN,COL4A2,IGFBP5,LTBP2,LOXL2,SNAI2,WNT5A,SPON2,DCN,IL11,INHBA,LGALS1,SERPINH1,CRLF1,TIMP1,NID1,NOTCH3,COL12A1,TIMP3,IGFBP4,FBN1,CALD1,MRC2,LAMA4,DKK3,PAPPA,FMOD,CRISPLD2,HEYL,MICAL2,CDH11,ISLR,TNFAIP6,ITGA1,PLAT,PRRX1,CTHRC1,C11orf96,HSD11B1,LAMC3,GREM1,BMP8A,HTRA1,THY1,EDNRA,FSTL1,COL18A1,ITGA11,LAMA2,BASP1,S1PR3,LTBP1,UACA,TGFBI,NREP,HTRA3,AEBP1,SPOCK1,TPM2,ANTXR1,CYP1B1,GFPT2,LIF,EMP1,UNC5B,PDGFRA,CCDC80,F2R,STC1,SLC1A5,PAG1,VIM,SLC7A11,TBX3,CTSC,GPX8,POSTN,SPON1,ADAMTS2,LHFP,ANO1,MMP11,CAV1,SULF1,PLAU,ITGA5,ZCCHC24,ACTA2,PLXDC1,KLF9,CCDC102B,FOXF2,ZNF469,MMP9,TGFB3,PTRF,MMP2,SRPX2,PLIN2,LAMP5,DACT1,MYLK,WISP1,LOX,PRKCDBP,C1S,COL8A1,TBX2,MFGE8,ZEB2,NID2,TGFB1I1,LAMB1,BMP1,MMP1,KCNE4,SERPINF1,LINC00152,KANK4,PIEZO2,SNAI1,F2RL2,KANK2,FKBP10,PHGDH,GNG11,FHL2,SULF2,RUNX1,PHLDB1,SCARA3,CALU,GPNMB,OLFML2A,NOTCH1,CHSY1,SMIM3,PPP1R18,FLNA,MIR143HG,ARHGEF2,IGFBP7,RAI14,PRKG1,PLAUR,MYOF,ALDH1L2,FSCN1,LRRC32,MXRA8,FGF2,IL6,FRMD6,EBF1,ITPRIP,LHFPL2,CLIC4,ITPRIPL2,ZEB1,PHLDA1,CYR61,RAB31,HIC1,TPM4,STEAP1,NRP1,AXL,TNS1,ADAM19,DCBLD2,GUCY1A2,RBMS1,SH2B3,KITLG,PSAT1,CREB3L1,SPHK1,PTPRE,NQO1,HEG1,MSX1,GLI2,CYBRD1,LAMC1,TUBB6,WIPI1,CBLB,NT5E,HK1,ANXA1,COL16A1,CEBPB,LOC541471,EPS8,IFI16,HOXB2,CYTH3,ARHGAP23,DDIT4,SYDE1,RFTN1,LOC100132891,RND3,FIBIN,CMTM3,ADAMTS4,RGS10,HCLS1,EHD2,SH3PXD2A,FAM101B,ITGB5,FERMT2,AHNAK,CRTAP,C3orf80,KIAA1199,DAB2,PMP22,TPBG,ENC1,CCDC71L,FBXO32,STON1,PPFIBP1,TMEM47,SH3PXD2B,LIMS1,STK17B,IFITM3,MTHFD2,ANGPTL4,PTK7,NOTCH2,MSN,LXN,SHMT2,MT2A,CTSK,LDHB,PRDM1,NUPR1,SSH1,MYH9,ID3,THBS1,NES,FMNL3,NUMBL,SEC23A,JARID2,DSE,EDNRB,GPC6,CTGF,MRAS,IRX4,ITGB3,ZFP36L1,ARHGEF40,IFITM1,SH3KBP1,SSC5D,GJD3,CSGALNACT2,P4HA3,NOTCH2NL,MFAP4,MGP,NR2F2,CHST15,PLOD1,IL33,G0S2,CKAP4,DLC1,S100A16,A2M,ADAM12,TFPI,SLC38A2,PARVA,SUSD2,REST,AKAP12,AMOTL1,FAM126A,QKI,PTGS2,PMEPA1,ACTN1,CCDC74A,RNF24,PTGES,ARHGEF17,GPR124,HMCN1,TNS3,DUSP5,KCNG1,NKD1,SHC1,RAB23,HAS2,MEDAG,SPSB1,SPRY4,Sep-11,ATP1B3,PLOD2,SPRED1,TMEM204,LMO4,CBS,TMEM158,ETS1,GAS7,SPATS2L,MDFIC,CERCAM,PTGS1,GYPC,MPZL1,FAT1,SFRP1,ANO6,FAM114A1,CNN3,ADA,IL1R1,FGF7,IFITM2,FHOD1,CTSL1,FAM198B,RASL12,KDELR3,WWTR1,PEAK1,GARS,LATS2,LRRC59,VCL,ARL4C,CD248,SYNJ2,ANGPTL2,SLC44A1,AFAP1,VSTM4,GPX7,WARS,VASN,ENAH,SPRED2,NNMT,SGCD,KLF13,SRM,PTPN12,SACS,CD276,MAP4K4,PLEKHO1,MIR100HG,TNC,C1R,WIPF1,ATXN1,HBEGF,PEA15,STK38L,BHLHE40,C2CD2,TRAM2,SLC2A3,GLT25D1,NRP2,MCC,SNX9,GSTO1,TIMP2,RCN1,TLN1,NHS,RASSF8,CNN2,EFNB2,JAK1,CBR1,ZYX,PTPN14,OSMR,Sep-06,SVIL,MYC,MGST1,TFPI2,KCTD10,SH3BGRL3,ZNF532,GEM,LEPREL4,TMSB10,AP2M1,TTYH3,SMC4,LMCD1,IL4R,EXT1,Sep-09,ITGA2,ARHGAP21,TUBA1C,DYRK2,FAP,G6PD,PFN1,PGD,TMEM98,KIAA1462,ASNS,SNHG5,RPL22L1,JAG1,TKT,RAB32,DUSP14,NIN,ACSL4,NEXN,YAP1,WBP1L,IER3,ARF4,ANXA5,NPC2,ATF5,TXNRD1,LACC1,SDC2,CDR2L,HNRNPAB,RSU1,RHOQ,IKBIP,CBX3,IGFBP3,DUSP6,ZAK,LITAF,ITGAV,VMP1,TSPAN5,ABHD4,MYO1E,ZNF281,PTGFRN,TPM1,YARS,MAP1A,HDAC7,ITGB1BP1,TPST1,TMEM165,MARCKS,RHBDF1,JAM3,MYADM,PRDX1,MSANTD3,APEX1,SASH1,TMTC3,IARS,AHR,RCAN1,GALNT10,PELO,ABCA1,FARP1,DIMT1,BAZ1A,C16orf72,TARS,TBC1D16,TRIB3,VDR,PDE3A,PRDX6,FKBP9,TGM2,TNKS1BP1,CEP170,PLSCR4,RCC2,RNF168,CDK2AP1,KDELR2,FYN,CTSB,TMEM214,BPGM,ARID5B,STK24,SKIL,ITGB1,CTDSP2,RBPMS,ZBTB38,PCK2,H2AFZ,TCF4,TRIO,TWSG1,CDK4,GOLT1B,GOLIM4,PLS3,PPIC,RASAL2,RSL24D1,MTDH,FNDC3B,SLC4A7,SNHG16,MAP4,TIMM17A,PTDSS1,EIF3M,ACVR1,XPOT,PHC2,EPAS1,ARPC2,TGFBR1,WDR1,CAP1,FLJ44635,ADH5,MYO10,VIMP,OSTC,GALNT1,RPL10,B4GALT1,RPL10L,NAV1,SPG20,NDN,LMNA,SAR1A,CAMSAP2,RCN2,NCK2,GNB4,TXN,RIC8A,PABPC1,TMED9,YIPF5,NR3C1,MAPKAPK2,MARS,ARPC1B,HNRNPA1L2,PABPC4,YKT6,FADS1,EEF1D,MAX,TNFRSF12A,EIF2S3,PHB2,DEGS1,COPS8,ACTR3,DDX21,SSR3,KPNA4,HSPA5,CD82,TUBB,NPM1,S100A11,ROCK2,CFL1,FEZ2,RAP1B,WLS,PABPC3,ANXA6,SLC25A3,OXA1L,RAN,EIF2S2,ANKRD11,PSMA7,MARCKSL1,ANXA2P2,QARS,FKBP11,ATF4,NAP1L1,LDHA,ACTB,OAT,RRAGA,RB1CC1,HES1,RLIM,CTNNB1,EEF1B2,MCL1,CAPZB,RPL27,CD59,EIF3A,SEC13,TPT1,REXO2,MANF,RBM3,TALDO1,SRXN1,HDLBP,ARL8B,BZW1,AKAP13,SEC24D,NFIC,TMEM50A,GAPDH,ENO1,COPA,RPS16,ANXA2,RPL13A,POMP,FTH1P3,RPLP1,RPL39,BTF3,TPI1,SYNCRIP,EID1,ACTG1,YBX1,MYL12A,SEC31A,GNB2L1,PGAM1,RPLP0,EEF2,RPL4,HMGB1,RPL10A,PTMA,EEF1A1,RPS13,RPS23,TMSB4X,RPL23 STANDARD_NAME Muraro_Pancreas_Endothelial_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Endocrine/Digestive System PMID 27693023 PUBLICATION_TITLE A Single-Cell Transcriptome Atlas of the Human Pancreas AUTHORS Muraro MJ,Dharmadhikari G,Gr�n D,Groen N,Dielen T,Jansen E,van Gurp L,Engelse MA,Carlotti F,de Koning EJ,van Oudenaarden A GEOID GSE85241 EXACT_SOURCE Table S3. Differential Gene Expression, Related to Figure 1: Differentially expressed genes between each cell type compared to all others (across all donors). Endothelial EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS FLT1,KDR,CD93,ESAM,SOX18,PECAM1,ESM1,PASK,SLCO2A1,PLVAP,ELTD1,RGCC,PODXL,COL13A1,PPAP2B,THBS1,SELE,CALCRL,EXOC3L2,PDGFB,ACVRL1,HTRA1,ANGPT2,SMAD6,GPR116,F2RL3,NRP2,ERG,PRDM1,MMRN2,MCAM,FAM198B,TCF4,EMP1,BDKRB2,CXCR4,THBD,APLNR,ITGA5,CLEC14A,NOTCH4,SNAI1,IGFBP4,SGK1,FSCN1,MYCT1,EMCN,NKX2-3,SHANK3,LOC100505495,ETS1,COL4A1,JAG1,PNP,PTPRB,COL4A2,TIE1,NQO1,ROBO4,GPR4,ARHGAP31,NRP1,ACE,TM4SF18,LAMA4,GIMAP7,ADAMTS4,A2M,CXCL12,HEY1,TP53I11,PXDN,ECSCR,SPARC,RHOJ,CYP1A1,GNG11,GMFG,BCL6B,SPRY4,PDE2A,DOCK4,TEK,SHE,CD36,TMEM173,TMEM204,PLEKHO1,GIMAP4,FAM43A,SOCS3,FZD4,STC1,CDH5,ADAMTS9,MEF2C,ARHGDIB,RGS5,SEMA3G,CLIC2,SERPINE1,WWTR1,LRRC32,OLFML2A,HEG1,MYLK,RAMP2,GIMAP8,DAB2,RAPGEF4,ANGPTL2,FCN3,LDB2,MSN,CYYR1,ITGA1,COL15A1,ABI3,CLIC4,FLT4,DLC1,IFI27,VWF,PLEKHG1,AFAP1L1,EPAS1,LRRC8C,STOM,TGFBR2,FAM101B,MYCN,EFNA1,GBP4,NOVA2,FRMD4A,BMPR2,ST8SIA4,GATA2,RAB31,SPARCL1,ID3,PMEPA1,PRSS23,NOTCH1,ZEB1,P2RY6,LIFR,RAI14,EFNB2,IFITM1,DUSP6,SLC7A11,LRRC8A,NRARP,SERPINH1,CD9,NLRC3,IGFBP7,PPP1R18,SH2D3C,RASGRP3,FHOD1,SEC14L1,MMP1,C8orf4,ITPRIP,ZNF532,CD34,UNC5B,RBMS1,HLX,SH2B3,HOXB6,RILPL2,ARHGAP29,SMAD7,NID1,MADCAM1,HTRA3,DAB2IP,GRB10,PKP4,SLC12A7,IFI16,HIP1,LPAR6,HDAC7,QKI,PEA15,ELK3,IFITM2,IL4R,CYP1B1,DPYSL3,EHD4,MPRIP,CSF2RB,PTRF,SASH1,PGM2,KCNN3,SPRED1,PREX1,VWA1,TUBB6,ARHGAP23,SLC38A2,FMNL3,MMP2,LUZP1,SNRK,TSPAN14,UPP1,SPON2,LAMB1,SWAP70,EFNB3,CHSY1,DKK3,F2R,FKBP1A,MSX1,INSR,SRGN,TBC1D1,HK1,ITGA2,CXorf36,RELL1,KIAA0355,VIM,PLXNA2,JAK1,GAB1,AHR,UXS1,ITPRIPL2,REST,LDHB,PTPRE,ID1,S100A13,CAV1,LMO2,C20orf112,SLC44A2,ICAM1,CCND1,LATS2,ANKRD50,SLC2A3,MCF2L,JUP,DGKD,GPX1,TGFBR1,LHFP,TMEM47,FABP5,ERBB2IP,VASH1,FSTL1,KIAA1147,SULF2,SNTB2,LPHN2,PRCP,SYNPO,FRMD8,RAPGEF1,CTNNA1,ETS2,MARCKSL1,PIM3,LXN,SYNM,ATAD3C,JAM3,LHFPL2,BNIP2,CDK2AP1,DHRS3,RCC2,SKAP2,KBTBD2,CDR2L,PGM2L1,CBL,ATP1B3,TSC22D1,CYGB,PELO,PTPN12,HPCAL1,BGN,MECOM,TM4SF1,KCTD20,UTRN,ECE1,PDGFA,SPG7,CBLB,TBC1D8,LBH,COL5A3,TMSB10,RSU1,SH3KBP1,SOX4,IFITM3,ZNF503,FAM65A,CTNNB1,LGALS1,PTMA,MLLT1,SLC26A2,NEDD9,PXN,RB1,SNAP23,YES1,RASA4,UACA,CEP170,CDC37,CEBPG,KLF13,MKL2,GPR56,LIMS1,KLHL24,HLA-E,MLEC,PFKP,LOC441454,WDR1,LAMC1,ANKRD11,MEF2A,ZFP36L2,RAP1A,PITPNC1,RDX,UBE2J1,TP53INP2,IL6ST,ITGAV,APP,SPTBN1,ARHGEF12,HMGB1,ID2,MACF1,MYH9,CD81,ARPC2,MYL12B,CD59,HLA-B,CFL1 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_CLP ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000161544,ENSG00000196839,ENSG00000177398,ENSG00000257654,ENSG00000018510,ENSG00000241911,ENSG00000138356,ENSG00000280623,ENSG00000166482,ENSG00000132464,ENSG00000167613,ENSG00000091972,ENSG00000153253,ENSG00000276210,ENSG00000170340,ENSG00000211973,ENSG00000257883,ENSG00000173611,ENSG00000178882,ENSG00000211958,ENSG00000105409,ENSG00000131080,ENSG00000225413,ENSG00000253474,ENSG00000257563,ENSG00000266908,ENSG00000231441,ENSG00000232500,ENSG00000234248,ENSG00000256637,ENSG00000170927,ENSG00000106665,ENSG00000005810,ENSG00000172493,ENSG00000110975,ENSG00000254314,ENSG00000165698,ENSG00000237232,ENSG00000255020,ENSG00000053747,ENSG00000151773,ENSG00000226386,ENSG00000233349,ENSG00000169314,ENSG00000156049,ENSG00000178078,ENSG00000164484,ENSG00000158516,ENSG00000168495,ENSG00000228798,ENSG00000236119,ENSG00000271868,ENSG00000227398,ENSG00000238258,ENSG00000274209,ENSG00000133454,ENSG00000040608,ENSG00000228010,ENSG00000261604,ENSG00000183242,ENSG00000234546,ENSG00000261568,ENSG00000251381,ENSG00000140265,ENSG00000271792,ENSG00000230805,ENSG00000232335,ENSG00000270249,ENSG00000269288,ENSG00000267044,ENSG00000126500,ENSG00000234919,ENSG00000257038,ENSG00000231231,ENSG00000264324,ENSG00000106819,ENSG00000277087,ENSG00000275910,ENSG00000188487,ENSG00000248919,ENSG00000280767,ENSG00000253313,ENSG00000255446,ENSG00000270823,ENSG00000250337,ENSG00000258847,ENSG00000277287,ENSG00000253392,ENSG00000197128,ENSG00000247081,ENSG00000282080,ENSG00000234026,ENSG00000273659,ENSG00000262180,ENSG00000228526,ENSG00000100890,ENSG00000100557,ENSG00000004948,ENSG00000255872,ENSG00000176601,ENSG00000258554,ENSG00000275734,ENSG00000267168,ENSG00000276384,ENSG00000260744,ENSG00000130023,ENSG00000236799,ENSG00000235423,ENSG00000269934,ENSG00000236432,ENSG00000175793,ENSG00000253347,ENSG00000267627,ENSG00000128298,ENSG00000183638,ENSG00000270750,ENSG00000183090,ENSG00000259294,ENSG00000269946,ENSG00000231028,ENSG00000271963,ENSG00000236869,ENSG00000140297,ENSG00000250948,ENSG00000231993,ENSG00000261087,ENSG00000250764,ENSG00000089250,ENSG00000235381,ENSG00000235091,ENSG00000134007,ENSG00000259287,ENSG00000270052,ENSG00000266987,ENSG00000271344,ENSG00000272516,ENSG00000243789,ENSG00000179172,ENSG00000223576,ENSG00000229851,ENSG00000248015,ENSG00000260500,ENSG00000235021,ENSG00000268707,ENSG00000260977,ENSG00000272506,ENSG00000233862,ENSG00000197181,ENSG00000124602,ENSG00000259915,ENSG00000196482,ENSG00000164707,ENSG00000253712,ENSG00000267546,ENSG00000269318,ENSG00000260919,ENSG00000254741,ENSG00000261433,ENSG00000186471,ENSG00000242659,ENSG00000121351,ENSG00000267586,ENSG00000269481,ENSG00000245667 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_Eo_B_Mast ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000105205,ENSG00000140287,ENSG00000149534,ENSG00000149516,ENSG00000267453,ENSG00000172236,ENSG00000186652,ENSG00000197253,ENSG00000163106,ENSG00000121053,ENSG00000187609,ENSG00000138395,ENSG00000250696,ENSG00000143013,ENSG00000226496,ENSG00000158715,ENSG00000074771,ENSG00000164120,ENSG00000169570,ENSG00000141433,ENSG00000213759,ENSG00000258761,ENSG00000156575,ENSG00000163497,ENSG00000116176,ENSG00000134376,ENSG00000198400,ENSG00000129654,ENSG00000188931,ENSG00000246662,ENSG00000272609,ENSG00000133477,ENSG00000185681,ENSG00000154269,ENSG00000235782,ENSG00000271973,ENSG00000077327,ENSG00000137473,ENSG00000231689,ENSG00000223783,ENSG00000137819,ENSG00000113520,ENSG00000204393,ENSG00000249797,ENSG00000095917,ENSG00000263639,ENSG00000228625,ENSG00000166206,ENSG00000260213,ENSG00000231081,ENSG00000250891,ENSG00000204956,ENSG00000232746,ENSG00000248710,ENSG00000249961,ENSG00000235749,ENSG00000181085,ENSG00000183470,ENSG00000237390,ENSG00000249426,ENSG00000134827,ENSG00000165935,ENSG00000258354,ENSG00000235126,ENSG00000262099,ENSG00000205838,ENSG00000237311,ENSG00000151962,ENSG00000267308,ENSG00000162814,ENSG00000267105,ENSG00000204936,ENSG00000272861,ENSG00000258674,ENSG00000272076,ENSG00000198881,ENSG00000254224,ENSG00000166343,ENSG00000198633,ENSG00000131126,ENSG00000264808,ENSG00000261821,ENSG00000237941,ENSG00000250120,ENSG00000276436,ENSG00000230257,ENSG00000179627,ENSG00000268812,ENSG00000123999,ENSG00000223623,ENSG00000258384,ENSG00000175344,ENSG00000268751,ENSG00000249348,ENSG00000214725,ENSG00000186628,ENSG00000257279,ENSG00000176383,ENSG00000260063,ENSG00000226715,ENSG00000258644,ENSG00000198723,ENSG00000267550 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_ERP ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000265369,ENSG00000135919,ENSG00000135525,ENSG00000106484,ENSG00000259446,ENSG00000198838,ENSG00000173848,ENSG00000124019,ENSG00000250501,ENSG00000126561,ENSG00000071575,ENSG00000117477,ENSG00000153982,ENSG00000117691,ENSG00000168502,ENSG00000134684,ENSG00000133106,ENSG00000172817,ENSG00000111664,ENSG00000187783,ENSG00000040731,ENSG00000263878,ENSG00000134504,ENSG00000223482,ENSG00000132470,ENSG00000148985,ENSG00000114631,ENSG00000197157,ENSG00000181827,ENSG00000147206,ENSG00000110713,ENSG00000233766,ENSG00000259498,ENSG00000165816,ENSG00000175497,ENSG00000253656,ENSG00000174669,ENSG00000235934,ENSG00000270190,ENSG00000232936,ENSG00000228594,ENSG00000271649,ENSG00000256739,ENSG00000128310,ENSG00000215704,ENSG00000272799,ENSG00000274828,ENSG00000154065,ENSG00000268038,ENSG00000179066,ENSG00000166439,ENSG00000276110,ENSG00000272942,ENSG00000255393,ENSG00000203722,ENSG00000268324,ENSG00000276702,ENSG00000272425,ENSG00000249069,ENSG00000265933,ENSG00000163291,ENSG00000198870,ENSG00000108349,ENSG00000155100,ENSG00000225742,ENSG00000279064,ENSG00000213648,ENSG00000113600,ENSG00000204611,ENSG00000170011,ENSG00000101203,ENSG00000205111,ENSG00000280987,ENSG00000272128,ENSG00000185689,ENSG00000229971,ENSG00000262332,ENSG00000242908,ENSG00000255843,ENSG00000204179,ENSG00000182459,ENSG00000273903,ENSG00000237685,ENSG00000161992,ENSG00000260239,ENSG00000125571,ENSG00000262768,ENSG00000230415,ENSG00000124743,ENSG00000234428,ENSG00000267397,ENSG00000270117,ENSG00000254433,ENSG00000257568,ENSG00000135577,ENSG00000171872,ENSG00000204952,ENSG00000203593,ENSG00000262117 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_ERP_Early ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000257698,ENSG00000151789,ENSG00000168734,ENSG00000168952,ENSG00000138449,ENSG00000165650,ENSG00000186998,ENSG00000166669,ENSG00000135409,ENSG00000116793,ENSG00000113328,ENSG00000254396,ENSG00000183496,ENSG00000101236,ENSG00000263677,ENSG00000120156,ENSG00000113396,ENSG00000171243,ENSG00000203963,ENSG00000243477,ENSG00000204138,ENSG00000041515,ENSG00000104219,ENSG00000011332,ENSG00000186300,ENSG00000203897,ENSG00000182348,ENSG00000204539,ENSG00000250882,ENSG00000260891,ENSG00000278254,ENSG00000246211,ENSG00000262772,ENSG00000162571,ENSG00000257346,ENSG00000177212,ENSG00000177462,ENSG00000106013,ENSG00000227640,ENSG00000062370,ENSG00000061492,ENSG00000271321,ENSG00000249319,ENSG00000187944,ENSG00000125878,ENSG00000239265,ENSG00000116668,ENSG00000156795,ENSG00000162714,ENSG00000278192,ENSG00000172828,ENSG00000130234,ENSG00000272783,ENSG00000081479,ENSG00000035681,ENSG00000233288,ENSG00000132561,ENSG00000205293,ENSG00000243485,ENSG00000213297,ENSG00000259582,ENSG00000213973,ENSG00000260141,ENSG00000247903,ENSG00000272744,ENSG00000276087,ENSG00000105613,ENSG00000171448,ENSG00000172955,ENSG00000226994,ENSG00000109832,ENSG00000179111,ENSG00000253607,ENSG00000181433,ENSG00000122787,ENSG00000271967,ENSG00000267984,ENSG00000275294,ENSG00000272936,ENSG00000147117,ENSG00000229154,ENSG00000273091,ENSG00000271040,ENSG00000099960,ENSG00000276698,ENSG00000170835,ENSG00000197444,ENSG00000189181,ENSG00000273765,ENSG00000267872,ENSG00000237938,ENSG00000269694,ENSG00000042813,ENSG00000177627,ENSG00000255243,ENSG00000229415,ENSG00000229589,ENSG00000254757,ENSG00000267192,ENSG00000237718,ENSG00000057468,ENSG00000256100,ENSG00000088386,ENSG00000135248,ENSG00000203585 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_Gran ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000185198,ENSG00000005381,ENSG00000172232,ENSG00000197561,ENSG00000196415,ENSG00000183971,ENSG00000172247,ENSG00000105472,ENSG00000163751,ENSG00000100448,ENSG00000179218,ENSG00000169397,ENSG00000106211,ENSG00000147465,ENSG00000198829,ENSG00000240972,ENSG00000260260,ENSG00000019991,ENSG00000134825,ENSG00000108828,ENSG00000129951,ENSG00000214193,ENSG00000142583,ENSG00000182600,ENSG00000132975,ENSG00000107566,ENSG00000185624,ENSG00000086548,ENSG00000092067,ENSG00000007038,ENSG00000267458,ENSG00000188130,ENSG00000005379,ENSG00000179085,ENSG00000105220,ENSG00000057294,ENSG00000169752,ENSG00000183570,ENSG00000153904,ENSG00000182676,ENSG00000130731,ENSG00000155966,ENSG00000067177,ENSG00000164821,ENSG00000224940,ENSG00000102010,ENSG00000178342,ENSG00000162591,ENSG00000232653,ENSG00000162437,ENSG00000273036,ENSG00000118137,ENSG00000196460,ENSG00000257732,ENSG00000185847,ENSG00000128422,ENSG00000090565,ENSG00000140835,ENSG00000278291,ENSG00000180071,ENSG00000206557,ENSG00000129682,ENSG00000197119,ENSG00000260418,ENSG00000225805,ENSG00000179314,ENSG00000104879,ENSG00000171357,ENSG00000152784,ENSG00000223960,ENSG00000105176,ENSG00000223802,ENSG00000180210,ENSG00000223342,ENSG00000185873,ENSG00000271824,ENSG00000261078,ENSG00000174226,ENSG00000231252,ENSG00000258642,ENSG00000275496,ENSG00000268833,ENSG00000185518,ENSG00000117971,ENSG00000279072,ENSG00000230563,ENSG00000138131,ENSG00000101752,ENSG00000140557,ENSG00000238120,ENSG00000225670,ENSG00000279094,ENSG00000204366,ENSG00000187486,ENSG00000234232,ENSG00000254625,ENSG00000095970,ENSG00000197822,ENSG00000260467,ENSG00000171903,ENSG00000188674,ENSG00000181773,ENSG00000239921,ENSG00000258422,ENSG00000065618,ENSG00000214819,ENSG00000203883,ENSG00000165138,ENSG00000254223,ENSG00000128591,ENSG00000220161,ENSG00000164061,ENSG00000183831,ENSG00000266872,ENSG00000178252,ENSG00000230163,ENSG00000142549,ENSG00000132141,ENSG00000255152,ENSG00000204767,ENSG00000197616,ENSG00000261113,ENSG00000251264,ENSG00000228408,ENSG00000272308,ENSG00000249532,ENSG00000169900,ENSG00000205502,ENSG00000134489,ENSG00000158865,ENSG00000273485,ENSG00000272721,ENSG00000206127,ENSG00000276571,ENSG00000186451,ENSG00000233393,ENSG00000268480,ENSG00000269892,ENSG00000187045,ENSG00000229453,ENSG00000260657,ENSG00000227959,ENSG00000143412,ENSG00000273486,ENSG00000134183,ENSG00000273001,ENSG00000249923,ENSG00000157542,ENSG00000272710,ENSG00000182521,ENSG00000160161,ENSG00000273680,ENSG00000267980,ENSG00000170075,ENSG00000197768,ENSG00000272100,ENSG00000215041,ENSG00000258504,ENSG00000246394,ENSG00000226180,ENSG00000171855,ENSG00000230325,ENSG00000277423,ENSG00000254862,ENSG00000226698,ENSG00000168314,ENSG00000232352,ENSG00000223461,ENSG00000183246,ENSG00000255839,ENSG00000173212,ENSG00000249835,ENSG00000226661,ENSG00000269980,ENSG00000269583,ENSG00000160182,ENSG00000259799,ENSG00000272159,ENSG00000263015,ENSG00000268912,ENSG00000152822,ENSG00000254431,ENSG00000254559,ENSG00000214511,ENSG00000237341,ENSG00000271141,ENSG00000269506,ENSG00000205857,ENSG00000260285,ENSG00000177947,ENSG00000226784,ENSG00000183775,ENSG00000238184,ENSG00000276968,ENSG00000188153,ENSG00000278719,ENSG00000255154,ENSG00000233060 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_HSC ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_CD34_pos_HSC_cycle ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000224739,ENSG00000265799,ENSG00000197745,ENSG00000271732,ENSG00000280778,ENSG00000250709,ENSG00000039139,ENSG00000204588,ENSG00000130054,ENSG00000225930,ENSG00000132639,ENSG00000019505,ENSG00000267057,ENSG00000234710,ENSG00000179774,ENSG00000119946,ENSG00000263080,ENSG00000277831,ENSG00000280018,ENSG00000228108,ENSG00000163710,ENSG00000187695,ENSG00000134538,ENSG00000237857,ENSG00000237073,ENSG00000150628,ENSG00000187987,ENSG00000273483,ENSG00000167359,ENSG00000260737,ENSG00000212766,ENSG00000260515,ENSG00000267658,ENSG00000272797,ENSG00000273374,ENSG00000215475,ENSG00000137709,ENSG00000270951,ENSG00000262668,ENSG00000101276,ENSG00000275139,ENSG00000101958,ENSG00000273264,ENSG00000176358,ENSG00000167757,ENSG00000255092,ENSG00000196653,ENSG00000167333,ENSG00000237436,ENSG00000257545,ENSG00000226017,ENSG00000084628,ENSG00000197099,ENSG00000232648,ENSG00000274653,ENSG00000267582,ENSG00000260583,ENSG00000246465,ENSG00000251148,ENSG00000225076,ENSG00000233250,ENSG00000248115,ENSG00000184434,ENSG00000167840,ENSG00000279928,ENSG00000160207,ENSG00000170807,ENSG00000238243,ENSG00000258881,ENSG00000230532,ENSG00000261842,ENSG00000274776,ENSG00000180264,ENSG00000272832,ENSG00000214546,ENSG00000262050,ENSG00000272915,ENSG00000279298,ENSG00000254790,ENSG00000213023,ENSG00000261428,ENSG00000263424,ENSG00000279168,ENSG00000230720,ENSG00000260989,ENSG00000260619,ENSG00000165105,ENSG00000260672,ENSG00000231249,ENSG00000168000,ENSG00000203499,ENSG00000075886,ENSG00000272442,ENSG00000196993,ENSG00000238035,ENSG00000220908,ENSG00000164099,ENSG00000261770,ENSG00000144785,ENSG00000261172,ENSG00000249526,ENSG00000267512 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_LMPP ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000132744,ENSG00000134986,ENSG00000172260,ENSG00000106236,ENSG00000170893,ENSG00000174403,ENSG00000275896,ENSG00000069188,ENSG00000230631,ENSG00000109684,ENSG00000154721,ENSG00000259372,ENSG00000126545,ENSG00000198125,ENSG00000248485,ENSG00000162374,ENSG00000163818,ENSG00000168065,ENSG00000243969,ENSG00000178233,ENSG00000237477,ENSG00000234186,ENSG00000260640,ENSG00000228353,ENSG00000174876,ENSG00000241213,ENSG00000230686,ENSG00000249334,ENSG00000228198,ENSG00000164175,ENSG00000168143,ENSG00000143839,ENSG00000171388,ENSG00000215182,ENSG00000233760,ENSG00000268530,ENSG00000273019,ENSG00000142599,ENSG00000185666,ENSG00000150722,ENSG00000267868,ENSG00000233081,ENSG00000278090,ENSG00000267313,ENSG00000262786,ENSG00000135643,ENSG00000240770,ENSG00000255968,ENSG00000164100,ENSG00000166415,ENSG00000163491,ENSG00000137875,ENSG00000172733,ENSG00000229481,ENSG00000233041,ENSG00000245067,ENSG00000253476,ENSG00000231131,ENSG00000274403,ENSG00000255503,ENSG00000142619,ENSG00000244345,ENSG00000185837,ENSG00000005421,ENSG00000260626,ENSG00000260455,ENSG00000101049,ENSG00000239704,ENSG00000266604,ENSG00000224884,ENSG00000223791,ENSG00000227885,ENSG00000250260,ENSG00000213760,ENSG00000234678,ENSG00000183463,ENSG00000234362,ENSG00000274798,ENSG00000260986,ENSG00000279533,ENSG00000197889,ENSG00000139973,ENSG00000187553,ENSG00000172179,ENSG00000228368,ENSG00000232591,ENSG00000274333,ENSG00000010438,ENSG00000231566,ENSG00000226800,ENSG00000273294,ENSG00000163060,ENSG00000197585,ENSG00000211710,ENSG00000229981,ENSG00000054690,ENSG00000229271,ENSG00000229739,ENSG00000118702,ENSG00000183914,ENSG00000253854,ENSG00000140538,ENSG00000272137,ENSG00000089123,ENSG00000242252,ENSG00000203620,ENSG00000173809,ENSG00000267508,ENSG00000275542,ENSG00000142615,ENSG00000172476,ENSG00000273399,ENSG00000273210,ENSG00000270760,ENSG00000102053,ENSG00000237389,ENSG00000223638,ENSG00000100146,ENSG00000231882,ENSG00000266256,ENSG00000224093,ENSG00000188051,ENSG00000180855,ENSG00000151365,ENSG00000163157,ENSG00000275489,ENSG00000137203,ENSG00000182890,ENSG00000247373,ENSG00000160339,ENSG00000258752,ENSG00000259652,ENSG00000257594,ENSG00000153531,ENSG00000274044,ENSG00000230542,ENSG00000144671,ENSG00000276449,ENSG00000261794,ENSG00000237689,ENSG00000116039,ENSG00000271151,ENSG00000187094,ENSG00000274987,ENSG00000259780,ENSG00000175518,ENSG00000226251,ENSG00000272984,ENSG00000186094,ENSG00000166689,ENSG00000272910,ENSG00000197753,ENSG00000261512,ENSG00000232564,ENSG00000258586,ENSG00000128655,ENSG00000258096,ENSG00000255507,ENSG00000271730,ENSG00000231768,ENSG00000173401,ENSG00000263050,ENSG00000204584,ENSG00000203907,ENSG00000260528,ENSG00000187753,ENSG00000278704,ENSG00000269910,ENSG00000272660,ENSG00000204572,ENSG00000258001 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_Lymphoid_UNK ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000178445,ENSG00000164687,ENSG00000171724,ENSG00000134333,ENSG00000152611,ENSG00000168671,ENSG00000060982,ENSG00000169427,ENSG00000165644,ENSG00000171435,ENSG00000265995,ENSG00000253539,ENSG00000227392,ENSG00000258050,ENSG00000187033,ENSG00000069998,ENSG00000230968,ENSG00000160867,ENSG00000243678,ENSG00000133863,ENSG00000270748,ENSG00000178773,ENSG00000112041,ENSG00000084710,ENSG00000178531,ENSG00000261949,ENSG00000173705,ENSG00000128564,ENSG00000132405,ENSG00000182057,ENSG00000165556,ENSG00000174137,ENSG00000256124,ENSG00000153822,ENSG00000258879,ENSG00000255539,ENSG00000261317,ENSG00000149657,ENSG00000204576,ENSG00000274751,ENSG00000276519,ENSG00000257530,ENSG00000166329,ENSG00000256442,ENSG00000183682,ENSG00000132746,ENSG00000253980,ENSG00000253653,ENSG00000277117,ENSG00000254295,ENSG00000273604,ENSG00000275464,ENSG00000279058,ENSG00000188219,ENSG00000251226,ENSG00000182272,ENSG00000226673,ENSG00000174038,ENSG00000279712,ENSG00000254414,ENSG00000266978,ENSG00000272343,ENSG00000128567,ENSG00000130427,ENSG00000219435,ENSG00000232623,ENSG00000011347,ENSG00000270141,ENSG00000261535,ENSG00000235029,ENSG00000260756,ENSG00000105929 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_MDP_1 ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000117245,ENSG00000221887,ENSG00000150471,ENSG00000172986,ENSG00000235597,ENSG00000260303,ENSG00000265511,ENSG00000255506,ENSG00000267732,ENSG00000239462,ENSG00000273012,ENSG00000268777,ENSG00000243766,ENSG00000048545,ENSG00000163518,ENSG00000176020,ENSG00000282863,ENSG00000131788,ENSG00000262445,ENSG00000231165,ENSG00000260802,ENSG00000257008,ENSG00000227769,ENSG00000234215,ENSG00000265784,ENSG00000282142,ENSG00000170748,ENSG00000269392,ENSG00000269793,ENSG00000092009,ENSG00000143398,ENSG00000226206,ENSG00000215343,ENSG00000186306,ENSG00000267462,ENSG00000226237,ENSG00000156097,ENSG00000250081,ENSG00000170703,ENSG00000161940,ENSG00000229313,ENSG00000159167,ENSG00000268375,ENSG00000214797,ENSG00000265780,ENSG00000255893,ENSG00000268583,ENSG00000267379,ENSG00000279644,ENSG00000162825,ENSG00000241269,ENSG00000246339,ENSG00000269321,ENSG00000227006,ENSG00000274251,ENSG00000244623,ENSG00000275236,ENSG00000161681,ENSG00000255524,ENSG00000254459,ENSG00000275703,ENSG00000258811,ENSG00000231880,ENSG00000232593,ENSG00000281883,ENSG00000214827,ENSG00000239388,ENSG00000120211,ENSG00000174792,ENSG00000261393,ENSG00000272791,ENSG00000259495,ENSG00000260473,ENSG00000266173,ENSG00000269621,ENSG00000108231,ENSG00000235781,ENSG00000275512,ENSG00000265496,ENSG00000258982,ENSG00000250057,ENSG00000257285,ENSG00000265912 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_MDP_2 ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000253807,ENSG00000144015,ENSG00000258710,ENSG00000182389,ENSG00000188176,ENSG00000143194,ENSG00000227484,ENSG00000230023,ENSG00000142748,ENSG00000274840,ENSG00000165555,ENSG00000183128,ENSG00000273007,ENSG00000269570,ENSG00000256582,ENSG00000249631,ENSG00000237721,ENSG00000228843,ENSG00000227492,ENSG00000188393,ENSG00000254267,ENSG00000118804,ENSG00000226051,ENSG00000182077,ENSG00000253744,ENSG00000272056,ENSG00000274893,ENSG00000185519,ENSG00000147655,ENSG00000258653,ENSG00000270332,ENSG00000260390,ENSG00000269873,ENSG00000267606,ENSG00000274630,ENSG00000277877,ENSG00000269903,ENSG00000267049,ENSG00000180257,ENSG00000267439,ENSG00000233799,ENSG00000253344,ENSG00000224533,ENSG00000272440,ENSG00000272678,ENSG00000270100,ENSG00000180138,ENSG00000249614,ENSG00000272827,ENSG00000228830,ENSG00000236065,ENSG00000139540,ENSG00000242781,ENSG00000263218,ENSG00000254440,ENSG00000143512,ENSG00000271911,ENSG00000223662,ENSG00000236754,ENSG00000255129,ENSG00000228703,ENSG00000102466,ENSG00000188000,ENSG00000267628,ENSG00000255455,ENSG00000197054,ENSG00000272885,ENSG00000058085,ENSG00000275613 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_MEP ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000155792,ENSG00000165996,ENSG00000157703,ENSG00000153002,ENSG00000164946,ENSG00000122711,ENSG00000186792,ENSG00000125257,ENSG00000198673,ENSG00000232125,ENSG00000134323,ENSG00000185344,ENSG00000115602,ENSG00000187123,ENSG00000233693,ENSG00000180305,ENSG00000264404,ENSG00000144339,ENSG00000261520,ENSG00000176302,ENSG00000130540,ENSG00000264707,ENSG00000087095,ENSG00000240521,ENSG00000249267,ENSG00000182103,ENSG00000184344,ENSG00000273181,ENSG00000136546,ENSG00000185100,ENSG00000261717,ENSG00000267053,ENSG00000237585,ENSG00000273044,ENSG00000277991,ENSG00000263508,ENSG00000267665,ENSG00000204909,ENSG00000185177,ENSG00000275532,ENSG00000271327,ENSG00000229015,ENSG00000250697,ENSG00000258690,ENSG00000276819,ENSG00000261671,ENSG00000269053,ENSG00000231871,ENSG00000164266,ENSG00000185775,ENSG00000233056,ENSG00000225555,ENSG00000241720,ENSG00000079156,ENSG00000269054,ENSG00000248473,ENSG00000261886,ENSG00000224738,ENSG00000221932,ENSG00000271992,ENSG00000165125,ENSG00000273212,ENSG00000229227,ENSG00000276851,ENSG00000278765,ENSG00000265334,ENSG00000267250,ENSG00000158315,ENSG00000268184,ENSG00000166573,ENSG00000230648,ENSG00000226310,ENSG00000197734,ENSG00000261407,ENSG00000223597,ENSG00000260017,ENSG00000266411,ENSG00000268573,ENSG00000148357,ENSG00000224407,ENSG00000272375,ENSG00000258798,ENSG00000274068,ENSG00000188981,ENSG00000262298,ENSG00000279206,ENSG00000260276 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_MKP ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000005961,ENSG00000233968,ENSG00000110799,ENSG00000049323,ENSG00000134548,ENSG00000103175,ENSG00000137825,ENSG00000185630,ENSG00000115956,ENSG00000138722,ENSG00000152580,ENSG00000140416,ENSG00000099256,ENSG00000187513,ENSG00000140682,ENSG00000138772,ENSG00000139219,ENSG00000144893,ENSG00000179348,ENSG00000144057,ENSG00000129562,ENSG00000183011,ENSG00000061918,ENSG00000185222,ENSG00000150594,ENSG00000165646,ENSG00000113361,ENSG00000166831,ENSG00000072110,ENSG00000174233,ENSG00000164171,ENSG00000125821,ENSG00000137672,ENSG00000213316,ENSG00000050628,ENSG00000123892,ENSG00000125266,ENSG00000203685,ENSG00000169750,ENSG00000111669,ENSG00000118733,ENSG00000197905,ENSG00000152932,ENSG00000102468,ENSG00000074416,ENSG00000203395,ENSG00000198626,ENSG00000108179,ENSG00000107984,ENSG00000259347,ENSG00000018699,ENSG00000065485,ENSG00000133433,ENSG00000160145,ENSG00000160190,ENSG00000205436,ENSG00000185532,ENSG00000154864,ENSG00000189337,ENSG00000110917,ENSG00000003096,ENSG00000183690,ENSG00000171433,ENSG00000092054,ENSG00000144681,ENSG00000093167,ENSG00000145740,ENSG00000159176,ENSG00000115310,ENSG00000171735,ENSG00000137225,ENSG00000100439,ENSG00000170374,ENSG00000053371,ENSG00000267506,ENSG00000169946,ENSG00000248373,ENSG00000104611,ENSG00000267060,ENSG00000064763,ENSG00000166510,ENSG00000115904,ENSG00000160188,ENSG00000126790,ENSG00000163344,ENSG00000138801,ENSG00000149485,ENSG00000075673,ENSG00000280989,ENSG00000198929,ENSG00000172465,ENSG00000179855,ENSG00000244355,ENSG00000110092,ENSG00000164506,ENSG00000064961,ENSG00000104549,ENSG00000185269,ENSG00000239887,ENSG00000144355,ENSG00000147145,ENSG00000160447,ENSG00000255479,ENSG00000143369,ENSG00000167535,ENSG00000238099,ENSG00000184979,ENSG00000235888,ENSG00000228800,ENSG00000273107,ENSG00000229666,ENSG00000141977,ENSG00000106077,ENSG00000273877,ENSG00000255523,ENSG00000231255,ENSG00000226472,ENSG00000075391,ENSG00000130201,ENSG00000237950,ENSG00000165887,ENSG00000119396,ENSG00000133103,ENSG00000115325,ENSG00000171564,ENSG00000228044,ENSG00000108602,ENSG00000266441,ENSG00000226476,ENSG00000169599,ENSG00000132688,ENSG00000248360,ENSG00000151665,ENSG00000135605,ENSG00000151704,ENSG00000130173,ENSG00000123496,ENSG00000259783,ENSG00000254872,ENSG00000232139,ENSG00000167771,ENSG00000276408,ENSG00000254615,ENSG00000228824,ENSG00000223935,ENSG00000131951,ENSG00000235665,ENSG00000241360,ENSG00000237001,ENSG00000175093,ENSG00000230452,ENSG00000276256,ENSG00000124875,ENSG00000222022,ENSG00000158467,ENSG00000171135,ENSG00000102001,ENSG00000162999,ENSG00000260273,ENSG00000153443,ENSG00000224400,ENSG00000173230,ENSG00000226887,ENSG00000228561,ENSG00000069943,ENSG00000178401,ENSG00000145882,ENSG00000175832,ENSG00000237686,ENSG00000184378,ENSG00000181577,ENSG00000233073,ENSG00000266313,ENSG00000276231,ENSG00000022355,ENSG00000146038,ENSG00000235774,ENSG00000172497,ENSG00000253320,ENSG00000278903,ENSG00000229334,ENSG00000105679,ENSG00000237505,ENSG00000224116,ENSG00000174808,ENSG00000100916,ENSG00000253356,ENSG00000259209,ENSG00000268564,ENSG00000270557,ENSG00000277782,ENSG00000236423,ENSG00000125962,ENSG00000011052,ENSG00000198010,ENSG00000179846,ENSG00000165985,ENSG00000261120,ENSG00000145536,ENSG00000146267,ENSG00000228506,ENSG00000255151,ENSG00000258137,ENSG00000108515,ENSG00000198685,ENSG00000047617,ENSG00000272562,ENSG00000144712,ENSG00000113946,ENSG00000257949,ENSG00000174236,ENSG00000259553,ENSG00000135406,ENSG00000267015,ENSG00000236617,ENSG00000232265,ENSG00000109079,ENSG00000141371,ENSG00000233246,ENSG00000255629,ENSG00000198515,ENSG00000225981,ENSG00000236030,ENSG00000146090,ENSG00000228570,ENSG00000204625,ENSG00000273387,ENSG00000198844,ENSG00000146049,ENSG00000253534,ENSG00000233223,ENSG00000233330,ENSG00000100101,ENSG00000272921,ENSG00000274859,ENSG00000230613,ENSG00000021826,ENSG00000228350,ENSG00000227518,ENSG00000232832,ENSG00000260924,ENSG00000254473,ENSG00000236120,ENSG00000258429,ENSG00000272592,ENSG00000169629,ENSG00000225096,ENSG00000078795,ENSG00000118322,ENSG00000237643,ENSG00000227172,ENSG00000233849,ENSG00000225408,ENSG00000228739,ENSG00000276814 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_MultiLin ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000095932,ENSG00000128040,ENSG00000237819,ENSG00000074800,ENSG00000134873,ENSG00000070081,ENSG00000105810,ENSG00000088882,ENSG00000105655,ENSG00000198520,ENSG00000122025,ENSG00000171695,ENSG00000126878,ENSG00000136261,ENSG00000204856,ENSG00000064115,ENSG00000153132,ENSG00000170558,ENSG00000108176,ENSG00000204065,ENSG00000213160,ENSG00000130005,ENSG00000134901,ENSG00000124215,ENSG00000114021,ENSG00000122824,ENSG00000183018,ENSG00000115866,ENSG00000276600,ENSG00000118495,ENSG00000151376,ENSG00000118705,ENSG00000137673,ENSG00000109576,ENSG00000228065,ENSG00000188343,ENSG00000235244,ENSG00000170801,ENSG00000185133,ENSG00000138028,ENSG00000271270,ENSG00000105185,ENSG00000118276,ENSG00000171757,ENSG00000132846,ENSG00000171766,ENSG00000106004,ENSG00000086205,ENSG00000116157,ENSG00000110660,ENSG00000198130,ENSG00000150760,ENSG00000165072,ENSG00000100505,ENSG00000184986,ENSG00000232677,ENSG00000196296,ENSG00000254343,ENSG00000106852,ENSG00000169684,ENSG00000164251,ENSG00000152467,ENSG00000079459,ENSG00000226124,ENSG00000107874,ENSG00000241180,ENSG00000187942,ENSG00000113384,ENSG00000175711,ENSG00000186115,ENSG00000235961,ENSG00000115850,ENSG00000154548,ENSG00000169064,ENSG00000158623,ENSG00000188706,ENSG00000127399,ENSG00000230699,ENSG00000169126,ENSG00000267296,ENSG00000029153,ENSG00000187730,ENSG00000099194,ENSG00000148798,ENSG00000160284,ENSG00000183323,ENSG00000137571,ENSG00000274565,ENSG00000162669,ENSG00000198842,ENSG00000125247,ENSG00000140043,ENSG00000198720,ENSG00000119537,ENSG00000135931,ENSG00000226686,ENSG00000113282,ENSG00000234177,ENSG00000248468,ENSG00000116133,ENSG00000281392,ENSG00000184937,ENSG00000254369,ENSG00000149179,ENSG00000235560,ENSG00000119514,ENSG00000272269,ENSG00000121236,ENSG00000250988,ENSG00000130175,ENSG00000205629,ENSG00000248703,ENSG00000107159,ENSG00000228623,ENSG00000188306,ENSG00000184599,ENSG00000163428,ENSG00000272170,ENSG00000146839,ENSG00000138400,ENSG00000120664,ENSG00000166840,ENSG00000272202,ENSG00000226819,ENSG00000204869,ENSG00000236678,ENSG00000236823,ENSG00000226238,ENSG00000103023,ENSG00000153086,ENSG00000268615,ENSG00000253652,ENSG00000132854,ENSG00000230303,ENSG00000276508,ENSG00000271390,ENSG00000127903,ENSG00000245857,ENSG00000139971,ENSG00000171723,ENSG00000257718,ENSG00000267199,ENSG00000149927,ENSG00000112218,ENSG00000259291,ENSG00000100271,ENSG00000177728,ENSG00000244184,ENSG00000173914,ENSG00000272701,ENSG00000239445,ENSG00000205060,ENSG00000260448,ENSG00000108018,ENSG00000085365,ENSG00000251369,ENSG00000167925,ENSG00000180346,ENSG00000156958,ENSG00000137821,ENSG00000259985,ENSG00000225518,ENSG00000275401,ENSG00000184860,ENSG00000272462,ENSG00000268945,ENSG00000101306,ENSG00000226007,ENSG00000164076,ENSG00000186280,ENSG00000237346,ENSG00000228192,ENSG00000163530,ENSG00000260907,ENSG00000273366,ENSG00000133048,ENSG00000280634,ENSG00000226272,ENSG00000125618,ENSG00000134398,ENSG00000179859,ENSG00000267545,ENSG00000179058,ENSG00000156172,ENSG00000198182,ENSG00000182324,ENSG00000185250,ENSG00000234917,ENSG00000270988,ENSG00000261302,ENSG00000277556,ENSG00000254689,ENSG00000184682,ENSG00000279229,ENSG00000229495,ENSG00000272209,ENSG00000132164,ENSG00000122012,ENSG00000197110,ENSG00000260664,ENSG00000259112,ENSG00000141434,ENSG00000262155,ENSG00000268047,ENSG00000258092,ENSG00000232987,ENSG00000137392,ENSG00000272692,ENSG00000270154,ENSG00000268636,ENSG00000162888,ENSG00000261045,ENSG00000233396,ENSG00000267784,ENSG00000267505,ENSG00000253647,ENSG00000273507,ENSG00000272274,ENSG00000248980,ENSG00000231840,ENSG00000184881,ENSG00000258490,ENSG00000244161,ENSG00000241599,ENSG00000204361,ENSG00000145244,ENSG00000224965,ENSG00000267484 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_pre_B ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_CD34_pos_pre_B_cycling ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000276043,ENSG00000117450,ENSG00000072832,ENSG00000130332,ENSG00000107821,ENSG00000153707,ENSG00000100902,ENSG00000152953,ENSG00000223403,ENSG00000145506,ENSG00000250961,ENSG00000258868,ENSG00000079557,ENSG00000233242,ENSG00000187773,ENSG00000133665,ENSG00000225731,ENSG00000235564,ENSG00000225519,ENSG00000165553,ENSG00000151224,ENSG00000166603,ENSG00000224429,ENSG00000223631,ENSG00000124143,ENSG00000249609,ENSG00000197641,ENSG00000172350,ENSG00000242042,ENSG00000256481,ENSG00000169297,ENSG00000214866,ENSG00000203808,ENSG00000278868,ENSG00000233732,ENSG00000166368,ENSG00000269855,ENSG00000268601,ENSG00000244578,ENSG00000127588,ENSG00000188816,ENSG00000261188,ENSG00000169418,ENSG00000234283,ENSG00000170788,ENSG00000267769,ENSG00000258035,ENSG00000261485,ENSG00000257817,ENSG00000223795,ENSG00000165583,ENSG00000138771,ENSG00000254397,ENSG00000258048,ENSG00000259314,ENSG00000262703,ENSG00000270996,ENSG00000272417,ENSG00000267127,ENSG00000226337,ENSG00000280758,ENSG00000236209,ENSG00000261668,ENSG00000121764,ENSG00000237574,ENSG00000205622,ENSG00000268266,ENSG00000237361,ENSG00000232290,ENSG00000269947,ENSG00000158764,ENSG00000101076,ENSG00000174343,ENSG00000226856,ENSG00000225542,ENSG00000260922,ENSG00000260325,ENSG00000277322,ENSG00000255121,ENSG00000266456,ENSG00000271978,ENSG00000140955,ENSG00000183454,ENSG00000104899,ENSG00000147724,ENSG00000263051,ENSG00000253194,ENSG00000260423,ENSG00000276272,ENSG00000232224,ENSG00000228677,ENSG00000180787,ENSG00000282965,ENSG00000249419,ENSG00000273219,ENSG00000275902,ENSG00000240045,ENSG00000249364,ENSG00000173698,ENSG00000256278,ENSG00000213171,ENSG00000269534,ENSG00000147434,ENSG00000261126,ENSG00000249159,ENSG00000117601,ENSG00000227189,ENSG00000173567,ENSG00000225640,ENSG00000232124,ENSG00000073598,ENSG00000143322,ENSG00000249894,ENSG00000235319,ENSG00000212643,ENSG00000226645,ENSG00000267724,ENSG00000281181,ENSG00000234640,ENSG00000258172,ENSG00000224157,ENSG00000247699,ENSG00000228614,ENSG00000278390,ENSG00000259867,ENSG00000267882,ENSG00000086848,ENSG00000227516,ENSG00000182308,ENSG00000015592,ENSG00000257894,ENSG00000260804,ENSG00000043039,ENSG00000255114,ENSG00000105467,ENSG00000262339,ENSG00000250091,ENSG00000170236,ENSG00000170903,ENSG00000271981,ENSG00000276768,ENSG00000189269,ENSG00000186714,ENSG00000212657,ENSG00000263986,ENSG00000244945,ENSG00000256670,ENSG00000224409,ENSG00000253708,ENSG00000246777,ENSG00000259224,ENSG00000146221,ENSG00000261610,ENSG00000279442,ENSG00000250902,ENSG00000255882,ENSG00000177984,ENSG00000166923,ENSG00000269427,ENSG00000259661,ENSG00000222014,ENSG00000243795,ENSG00000276564,ENSG00000263708,ENSG00000233852,ENSG00000259349,ENSG00000278713,ENSG00000113525,ENSG00000182111,ENSG00000259805,ENSG00000273245,ENSG00000091622,ENSG00000271781,ENSG00000187600,ENSG00000274874,ENSG00000224888,ENSG00000275897,ENSG00000230667,ENSG00000276418,ENSG00000265401,ENSG00000275807,ENSG00000261602,ENSG00000069764,ENSG00000170289,ENSG00000182902,ENSG00000225595,ENSG00000261653,ENSG00000257527,ENSG00000283078,ENSG00000165496,ENSG00000235530,ENSG00000272263,ENSG00000278621,ENSG00000183148,ENSG00000271401,ENSG00000255508,ENSG00000174429 STANDARD_NAME Hay_Bone_Marrow_CD34_pos_pre_PC ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_CD34_pos_pre_T ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000135346,ENSG00000211667,ENSG00000156234,ENSG00000226441,ENSG00000213689,ENSG00000104369,ENSG00000146013,ENSG00000117228,ENSG00000164112,ENSG00000155087,ENSG00000179300,ENSG00000253824,ENSG00000223486,ENSG00000233203,ENSG00000231774,ENSG00000280693,ENSG00000078900,ENSG00000229021,ENSG00000230733,ENSG00000196433,ENSG00000184524,ENSG00000132437,ENSG00000204624,ENSG00000159217,ENSG00000234396,ENSG00000277501,ENSG00000168243,ENSG00000253730,ENSG00000145358,ENSG00000103599,ENSG00000260441,ENSG00000253327,ENSG00000280683,ENSG00000281849,ENSG00000112238,ENSG00000256714,ENSG00000265342,ENSG00000263257,ENSG00000280710,ENSG00000174015,ENSG00000236137,ENSG00000228727,ENSG00000260369,ENSG00000260492,ENSG00000165794,ENSG00000228889,ENSG00000228484,ENSG00000234945,ENSG00000186919,ENSG00000269387 STANDARD_NAME Hay_Bone_Marrow_CD8_T_cell ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000271503,ENSG00000100450,ENSG00000008517,ENSG00000153563,ENSG00000158050,ENSG00000139187,ENSG00000227191,ENSG00000113088,ENSG00000145220,ENSG00000234745,ENSG00000235576,ENSG00000172116,ENSG00000089692,ENSG00000078304,ENSG00000002586,ENSG00000090104,ENSG00000081237,ENSG00000121966,ENSG00000183918,ENSG00000152969,ENSG00000010810,ENSG00000229474,ENSG00000143851,ENSG00000181847,ENSG00000110852,ENSG00000054654,ENSG00000176083,ENSG00000181104,ENSG00000164543,ENSG00000245105,ENSG00000225783,ENSG00000143774,ENSG00000183508,ENSG00000105122,ENSG00000115875,ENSG00000111537,ENSG00000232112,ENSG00000110046,ENSG00000109943,ENSG00000150991,ENSG00000134242,ENSG00000178860,ENSG00000188001,ENSG00000125534,ENSG00000049249,ENSG00000167094,ENSG00000151883,ENSG00000237248,ENSG00000034677,ENSG00000150093,ENSG00000070495,ENSG00000281103,ENSG00000155926,ENSG00000230537,ENSG00000154451,ENSG00000153234,ENSG00000166848,ENSG00000178573,ENSG00000177311,ENSG00000259641,ENSG00000122557,ENSG00000109736,ENSG00000196169,ENSG00000050730,ENSG00000162909,ENSG00000139116,ENSG00000124406,ENSG00000159140,ENSG00000134480,ENSG00000198417,ENSG00000047365,ENSG00000272763,ENSG00000172215,ENSG00000057657,ENSG00000064886,ENSG00000171617,ENSG00000162739,ENSG00000274767,ENSG00000110047,ENSG00000095397,ENSG00000174171,ENSG00000237422,ENSG00000256128,ENSG00000010404,ENSG00000188389,ENSG00000277089,ENSG00000100083,ENSG00000074590,ENSG00000233306,ENSG00000087087,ENSG00000276045,ENSG00000149646,ENSG00000160791,ENSG00000124788,ENSG00000186395,ENSG00000135114,ENSG00000141682,ENSG00000174255,ENSG00000156127,ENSG00000214367,ENSG00000167550,ENSG00000111801,ENSG00000066294,ENSG00000006652,ENSG00000182534,ENSG00000177337,ENSG00000049247,ENSG00000172031,ENSG00000122188,ENSG00000102316,ENSG00000134153,ENSG00000204267,ENSG00000143507,ENSG00000101445,ENSG00000241490,ENSG00000125462,ENSG00000198915,ENSG00000233755,ENSG00000110711,ENSG00000156886,ENSG00000126838,ENSG00000173545,ENSG00000121964,ENSG00000160908,ENSG00000197077,ENSG00000280721,ENSG00000135631,ENSG00000160271,ENSG00000231769,ENSG00000182253,ENSG00000135842,ENSG00000099917,ENSG00000006025,ENSG00000172348,ENSG00000227053,ENSG00000258512,ENSG00000189227,ENSG00000171603,ENSG00000169895,ENSG00000196814,ENSG00000116580,ENSG00000107796,ENSG00000244649,ENSG00000164902,ENSG00000276241,ENSG00000211699,ENSG00000002822,ENSG00000066379,ENSG00000163659,ENSG00000211694,ENSG00000075089,ENSG00000111728,ENSG00000149328,ENSG00000232117,ENSG00000181038,ENSG00000170881,ENSG00000101290,ENSG00000166979,ENSG00000087258,ENSG00000188011,ENSG00000170624,ENSG00000211698,ENSG00000117133,ENSG00000033867,ENSG00000102119,ENSG00000068878,ENSG00000106635,ENSG00000151233,ENSG00000067057,ENSG00000136147,ENSG00000030110,ENSG00000162545,ENSG00000134594,ENSG00000225986,ENSG00000174953,ENSG00000138134,ENSG00000182934,ENSG00000130940,ENSG00000184545,ENSG00000273611,ENSG00000085832,ENSG00000203756,ENSG00000214401,ENSG00000237512,ENSG00000156875,ENSG00000174373,ENSG00000173653,ENSG00000211697,ENSG00000148291,ENSG00000125107,ENSG00000157985,ENSG00000071205,ENSG00000238045,ENSG00000235728,ENSG00000279110,ENSG00000241560,ENSG00000154642,ENSG00000096654,ENSG00000090006,ENSG00000139719,ENSG00000058453,ENSG00000100239,ENSG00000198729,ENSG00000126214,ENSG00000109854,ENSG00000246851,ENSG00000156017,ENSG00000128699,ENSG00000168826,ENSG00000100523,ENSG00000197265,ENSG00000272870,ENSG00000133773,ENSG00000011132,ENSG00000169519,ENSG00000010310,ENSG00000156603,ENSG00000185010,ENSG00000167914,ENSG00000145107,ENSG00000060140,ENSG00000167202,ENSG00000196235,ENSG00000026103,ENSG00000179988,ENSG00000174606,ENSG00000151065,ENSG00000173120,ENSG00000105866,ENSG00000249673,ENSG00000141556,ENSG00000211804,ENSG00000131015,ENSG00000117174,ENSG00000125355,ENSG00000120071,ENSG00000172893,ENSG00000138311,ENSG00000270240,ENSG00000148399,ENSG00000159784,ENSG00000127993,ENSG00000181472,ENSG00000082458,ENSG00000179335,ENSG00000198380,ENSG00000211696,ENSG00000163820,ENSG00000174579,ENSG00000137947,ENSG00000211777,ENSG00000133731,ENSG00000187091,ENSG00000186197,ENSG00000151553,ENSG00000205106,ENSG00000213413,ENSG00000132196,ENSG00000132953,ENSG00000196912,ENSG00000224383,ENSG00000138688,ENSG00000176919,ENSG00000256427,ENSG00000132773,ENSG00000012817,ENSG00000247193,ENSG00000092871,ENSG00000158555,ENSG00000145850,ENSG00000168175,ENSG00000102921,ENSG00000162643,ENSG00000053328,ENSG00000174796,ENSG00000100934,ENSG00000065457,ENSG00000121680,ENSG00000173889,ENSG00000255561,ENSG00000211790,ENSG00000176148,ENSG00000197782,ENSG00000111711,ENSG00000155256,ENSG00000187135,ENSG00000100991,ENSG00000157833,ENSG00000182376,ENSG00000137145,ENSG00000245025,ENSG00000141448,ENSG00000067596,ENSG00000278919,ENSG00000118242,ENSG00000147234,ENSG00000273415,ENSG00000226757,ENSG00000131746,ENSG00000085721,ENSG00000264739,ENSG00000274173,ENSG00000174227,ENSG00000138684,ENSG00000254815,ENSG00000005001,ENSG00000170689,ENSG00000101350,ENSG00000070388,ENSG00000104499,ENSG00000283064,ENSG00000135974,ENSG0000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ENSG00000196366,ENSG00000234162,ENSG00000254691,ENSG00000175697,ENSG00000237359,ENSG00000278772,ENSG00000146955,ENSG00000101892,ENSG00000224644,ENSG00000257599,ENSG00000239945,ENSG00000158014,ENSG00000251367,ENSG00000230790,ENSG00000244260,ENSG00000188611,ENSG00000183150,ENSG00000269813,ENSG00000173862,ENSG00000270067,ENSG00000266954,ENSG00000236795,ENSG00000253706,ENSG00000211721,ENSG00000272619,ENSG00000256603,ENSG00000148584,ENSG00000234584,ENSG00000274015,ENSG00000228022,ENSG00000267709,ENSG00000260439,ENSG00000196166,ENSG00000231826,ENSG00000261789,ENSG00000245148,ENSG00000277895,ENSG00000205682,ENSG00000086991,ENSG00000251357,ENSG00000269802,ENSG00000234715,ENSG00000259119,ENSG00000212124,ENSG00000255772,ENSG00000206532,ENSG00000272430,ENSG00000228692,ENSG00000103375,ENSG00000231842,ENSG00000169495,ENSG00000116783,ENSG00000273493,ENSG00000239332,ENSG00000234617,ENSG00000135472,ENSG00000172209,ENSG00000004846,ENSG00000275243,ENSG00000240578,ENSG00000173699,ENSG00000206579,ENSG00000226849,ENSG00000241520,ENSG00000225602,ENSG00000253264,ENSG00000256008,ENSG00000169347,ENSG00000259134,ENSG00000254197,ENSG00000282881,ENSG00000230533,ENSG00000215126,ENSG00000254400,ENSG00000270829,ENSG00000267073,ENSG00000265494,ENSG00000228170,ENSG00000206249,ENSG00000170128,ENSG00000177993,ENSG00000262160,ENSG00000235872,ENSG00000260352,ENSG00000233967,ENSG00000251408,ENSG00000267239,ENSG00000251186,ENSG00000129221,ENSG00000229404,ENSG00000259049,ENSG00000270876,ENSG00000253220,ENSG00000249359,ENSG00000183562,ENSG00000279597,ENSG00000183260,ENSG00000235097,ENSG00000277801,ENSG00000282876,ENSG00000267065,ENSG00000205922,ENSG00000248441,ENSG00000163810,ENSG00000167968,ENSG00000249094,ENSG00000127928,ENSG00000231193,ENSG00000239322,ENSG00000259883,ENSG00000121743,ENSG00000265474,ENSG00000203280,ENSG00000259697,ENSG00000255351,ENSG00000278367,ENSG00000267703,ENSG00000259792,ENSG00000163888,ENSG00000156466,ENSG00000233044,ENSG00000227740,ENSG00000181333,ENSG00000268810,ENSG00000273706,ENSG00000255060,ENSG00000126259,ENSG00000230289,ENSG00000099822,ENSG00000212127,ENSG00000251377,ENSG00000066813,ENSG00000273243,ENSG00000124664,ENSG00000006016,ENSG00000122859,ENSG00000268401,ENSG00000266824,ENSG00000183770,ENSG00000120215,ENSG00000245928,ENSG00000189001,ENSG00000259952,ENSG00000250166,ENSG00000203801,ENSG00000204117,ENSG00000264270,ENSG00000247728,ENSG00000238140,ENSG00000083067,ENSG00000261346,ENSG00000269842,ENSG00000220891,ENSG00000260037,ENSG00000272183,ENSG00000273476,ENSG00000225521,ENSG00000104848,ENSG00000272102,ENSG00000271984,ENSG00000148377,ENSG00000278769,ENSG00000260647,ENSG00000261093,ENSG00000248828,ENSG00000282034,ENSG00000135914,ENSG00000231102,ENSG00000131183,ENSG00000166159,ENSG00000272320,ENSG00000237517,ENSG00000271382,ENSG00000168621,ENSG00000237737,ENSG00000258785,ENSG00000236502,ENSG00000265478,ENSG00000272789,ENSG00000258820,ENSG00000256001,ENSG00000269172,ENSG00000266718,ENSG00000258515,ENSG00000205236,ENSG00000261573,ENSG00000184984,ENSG00000257636,ENSG00000232311,ENSG00000174697,ENSG00000263345,ENSG00000124469,ENSG00000150526,ENSG00000277482,ENSG00000010379 STANDARD_NAME Hay_Bone_Marrow_Dendritic_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000019582,ENSG00000223865,ENSG00000231389,ENSG00000196126,ENSG00000204287,ENSG00000179639,ENSG00000196735,ENSG00000166428,ENSG00000179344,ENSG00000239961,ENSG00000185507,ENSG00000132514,ENSG00000101439,ENSG00000140968,ENSG00000132386,ENSG00000204257,ENSG00000198467,ENSG00000103056,ENSG00000235162,ENSG00000198502,ENSG00000152492,ENSG00000135916,ENSG00000142192,ENSG00000168913,ENSG00000185291,ENSG00000173457,ENSG00000148154,ENSG00000198178,ENSG00000070031,ENSG00000169508,ENSG00000106803,ENSG00000132965,ENSG00000158481,ENSG00000242574,ENSG00000196628,ENSG00000186818,ENSG00000163687,ENSG00000230138,ENSG00000100600,ENSG00000184709,ENSG00000105426,ENSG00000169413,ENSG00000169432,ENSG00000160593,ENSG00000105251,ENSG00000115718,ENSG00000139370,ENSG00000101440,ENSG00000155367,ENSG00000120708,ENSG00000119866,ENSG00000145287,ENSG00000106537,ENSG00000146072,ENSG00000112137,ENSG00000135549,ENSG00000248991,ENSG00000102007,ENSG00000174944,ENSG00000165795,ENSG00000130592,ENSG00000114902,ENSG00000066827,ENSG00000076604,ENSG00000263961,ENSG00000242258,ENSG00000198794,ENSG00000102174,ENSG00000175857,ENSG00000166963,ENSG00000111275,ENSG00000124507,ENSG00000154928,ENSG00000158488,ENSG00000151131,ENSG00000225885,ENSG00000227421,ENSG00000167711,ENSG00000237541,ENSG00000137103,ENSG00000101057,ENSG00000167642,ENSG00000182372,ENSG00000125869,ENSG00000129521,ENSG00000162889,ENSG00000112335,ENSG00000166794,ENSG00000124813,ENSG00000229961,ENSG00000226806,ENSG00000114923,ENSG00000198223,ENSG00000186081,ENSG00000054277,ENSG00000204301,ENSG00000136810,ENSG00000162302,ENSG00000132432,ENSG00000128815,ENSG00000173511,ENSG00000115355,ENSG00000130598,ENSG00000171631,ENSG00000111249,ENSG00000110057,ENSG00000182247,ENSG00000103257,ENSG00000116288,ENSG00000198856,ENSG00000256940,ENSG00000123395,ENSG00000046651,ENSG00000180891,ENSG00000151012,ENSG00000271857,ENSG00000099337,ENSG00000138623,ENSG00000155962,ENSG00000142627,ENSG00000198087,ENSG00000136425,ENSG00000186810,ENSG00000166411,ENSG00000149418,ENSG00000072858,ENSG00000115590,ENSG00000036530,ENSG00000100373,ENSG00000179583,ENSG00000196118,ENSG00000060558,ENSG00000159335,ENSG00000070915,ENSG00000124780,ENSG00000227500,ENSG00000170017,ENSG00000118292,ENSG00000204930,ENSG00000258376,ENSG00000100368,ENSG00000221866,ENSG00000146215,ENSG00000254999,ENSG00000130300,ENSG00000105767,ENSG00000100433,ENSG00000143494,ENSG00000213064,ENSG00000183780,ENSG00000269927,ENSG00000129993,ENSG00000125844,ENSG00000138166,ENSG00000180549,ENSG00000144136,ENSG00000170348,ENSG00000259120,ENSG00000110011,ENSG00000232229,ENSG00000128829,ENSG00000123836,ENSG00000186364,ENSG00000103316,ENSG00000136052,ENSG00000121410,ENSG00000131203,ENSG00000151917,ENSG00000139597,ENSG00000186908,ENSG00000147649,ENSG00000160963,ENSG00000110108,ENSG00000105854,ENSG00000160602,ENSG00000185863,ENSG00000116017,ENSG00000125304,ENSG00000266378,ENSG00000065923,ENSG00000182557,ENSG00000157445,ENSG00000260314,ENSG00000145016,ENSG00000125457,ENSG00000085831,ENSG00000110080,ENSG00000122378,ENSG00000124783,ENSG00000280560,ENSG00000159708,ENSG00000271605,ENSG00000272211,ENSG00000093010,ENSG00000213213,ENSG00000149571,ENSG00000138964,ENSG00000177879,ENSG00000107719,ENSG00000130037,ENSG00000167634,ENSG00000106868,ENSG00000268804,ENSG00000086062,ENSG00000155974,ENSG00000012061,ENSG00000183741,ENSG00000189149,ENSG00000235098,ENSG00000130147,ENSG00000175274,ENSG00000184924,ENSG00000126246,ENSG00000105669,ENSG00000170412,ENSG00000048052,ENSG00000113580,ENSG00000089693,ENSG00000049089,ENSG00000175866,ENSG00000153898,ENSG00000184292,ENSG00000173578,ENSG00000223552,ENSG00000267416,ENSG00000087460,ENSG00000255833,ENSG00000147162,ENSG00000137478,ENSG00000034713,ENSG00000159363,ENSG00000167977,ENSG00000147010,ENSG00000164142,ENSG00000144031,ENSG00000145685,ENSG00000119508,ENSG00000165813,ENSG00000214402,ENSG00000110031,ENSG00000125430,ENSG00000069696,ENSG00000136068,ENSG00000184925,ENSG00000153157,ENSG00000075785,ENSG00000085719,ENSG00000100055,ENSG00000104814,ENSG00000102317,ENSG00000135541,ENSG00000111775,ENSG00000205155,ENSG00000171365,ENSG00000155659,ENSG00000075240,ENSG00000182901,ENSG00000171055,ENSG00000178685,ENSG00000138629,ENSG00000108849,ENSG00000109083,ENSG00000157483,ENSG00000062524,ENSG00000175985,ENSG00000108984,ENSG00000260420,ENSG00000178718,ENSG00000135506,ENSG00000162980,ENSG00000120306,ENSG00000182551,ENSG00000149761,ENSG00000185433,ENSG00000134287,ENSG00000173542,ENSG00000154237,ENSG00000106034,ENSG00000157350,ENSG00000147526,ENSG00000168079,ENSG00000104290,ENSG00000146409,ENSG00000166595,ENSG00000100095,ENSG00000161791,ENSG00000119523,ENSG00000100767,ENSG00000196664,ENSG00000143079,ENSG00000023171,ENSG00000142920,ENSG00000259289,ENSG00000158485,ENSG00000132600,ENSG00000104774,ENSG00000267688,ENSG00000139291,ENSG00000265287,ENSG00000168259,ENSG00000204272,ENSG00000136856,ENSG00000234572,ENSG00000118162,ENSG00000132274,ENSG00000198363,ENSG00000162723,ENSG00000110063,ENSG00000139083,ENSG00000133313,ENSG00000136247,ENSG00000196581,ENSG0000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STANDARD_NAME Hay_Bone_Marrow_Early_Erythroblast ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000130208,ENSG00000109255,ENSG00000119865,ENSG00000069482,ENSG00000181163,ENSG00000154639,ENSG00000182118,ENSG00000141744,ENSG00000140905,ENSG00000108561,ENSG00000239672,ENSG00000075618,ENSG00000039068,ENSG00000249859,ENSG00000139835,ENSG00000076248,ENSG00000136997,ENSG00000112667,ENSG00000175084,ENSG00000278535,ENSG00000229140,ENSG00000166582,ENSG00000197756,ENSG00000116649,ENSG00000118513,ENSG00000101444,ENSG00000173660,ENSG00000107833,ENSG00000089220,ENSG00000140263,ENSG00000109099,ENSG00000164305,ENSG00000163938,ENSG00000134202,ENSG00000178952,ENSG00000131368,ENSG00000126457,ENSG00000123562,ENSG00000138794,ENSG00000180817,ENSG00000106153,ENSG00000172752,ENSG00000109084,ENSG00000184220,ENSG00000145912,ENSG00000004455,ENSG00000164626,ENSG00000172590,ENSG00000140284,ENSG00000163050,ENSG00000165152,ENSG00000085871,ENSG00000006625,ENSG00000105202,ENSG00000125691,ENSG00000100979,ENSG00000179958,ENSG00000146416,ENSG00000157404,ENSG00000087077,ENSG00000185499,ENSG00000211450,ENSG00000181610,ENSG00000074201,ENSG00000173436,ENSG00000130649,ENSG00000092199,ENSG00000127884,ENSG00000156531,ENSG00000061273,ENSG00000147804,ENSG00000125901,ENSG00000130726,ENSG00000006047,ENSG00000132749,ENSG00000173674,ENSG00000108064,ENSG00000035141,ENSG00000163811,ENSG00000164182,ENSG00000108439,ENSG00000090621,ENSG00000185842,ENSG00000137038,ENSG00000114767,ENSG00000140199,ENSG00000138430,ENSG00000196636,ENSG00000124787,ENSG00000173915,ENSG00000064102,ENSG00000151366,ENSG00000122034,ENSG00000175164,ENSG00000244300,ENSG00000123609,ENSG00000146701,ENSG00000162694,ENSG00000137699,ENSG00000102048,ENSG00000148459,ENSG00000103253,ENSG00000149084,ENSG00000143314,ENSG00000166770,ENSG00000145337,ENSG00000151090,ENSG00000205937,ENSG00000146729,ENSG00000148296,ENSG00000189046,ENSG00000263001,ENSG00000176532,ENSG00000004487,ENSG00000128039,ENSG00000061794,ENSG00000065911,ENSG00000126777,ENSG00000143252,ENSG00000083807,ENSG00000146530,ENSG00000250400,ENSG00000073536,ENSG00000105186,ENSG00000116455,ENSG00000160345,ENSG00000103942,ENSG00000173726,ENSG00000085760,ENSG00000113356,ENSG00000263272,ENSG00000276527,ENSG00000160862,ENSG00000100983,ENSG00000173473,ENSG00000148843,ENSG00000145194,ENSG00000141101,ENSG00000184368,ENSG00000165506,ENSG00000108578,ENSG00000180822,ENSG00000099810,ENSG00000125877,ENSG00000129235,ENSG00000165732,ENSG00000249915,ENSG00000069869,ENSG00000155380,ENSG00000004776,ENSG00000172053,ENSG00000105821,ENSG00000157510,ENSG00000170917,ENSG00000164258,ENSG00000236081,ENSG00000198420,ENSG00000214160,ENSG00000160221,ENSG00000130638,ENSG00000125991,ENSG00000177732,ENSG00000136933,ENSG00000185813,ENSG00000060566,ENSG00000164934,ENSG00000170855,ENSG00000127837,ENSG00000171497,ENSG00000132591,ENSG00000173638,ENSG00000242372,ENSG00000137513,ENSG00000084693,ENSG00000165637,ENSG00000156697,ENSG00000164695,ENSG00000163933,ENSG00000167397,ENSG00000167930,ENSG00000189007,ENSG00000197763,ENSG00000122873,ENSG00000229676,ENSG00000178921,ENSG00000132382,ENSG00000160113,ENSG00000100522,ENSG00000168906,ENSG00000234261,ENSG00000065057,ENSG00000230124,ENSG00000206384,ENSG00000156990,ENSG00000138138,ENSG00000156968,ENSG00000132463,ENSG00000164253,ENSG00000005100,ENSG00000138316,ENSG00000127527,ENSG00000100285,ENSG00000151552,ENSG00000144120,ENSG00000251434,ENSG00000125388,ENSG00000227057,ENSG00000167118,ENSG00000144199,ENSG00000034971,ENSG00000135632,ENSG00000165733,ENSG00000029363,ENSG00000274605,ENSG00000177150,ENSG00000262585,ENSG00000167635,ENSG00000096060,ENSG00000149476,ENSG00000169976,ENSG00000184117,ENSG00000141447,ENSG00000150764,ENSG00000090447,ENSG00000068745,ENSG00000071994,ENSG00000084774,ENSG00000163900,ENSG00000147400,ENSG00000165526,ENSG00000117308,ENSG00000123213,ENSG00000198492,ENSG00000172239,ENSG00000153774,ENSG00000141179,ENSG00000105552,ENSG00000129187,ENSG00000170854,ENSG00000068001,ENSG00000142207,ENSG00000203778,ENSG00000159063,ENSG00000134851,ENSG00000188725,ENSG00000067141,ENSG00000118600,ENSG00000185875,ENSG00000242173,ENSG00000198301,ENSG00000162600,ENSG00000106330,ENSG00000153406,ENSG00000171204,ENSG00000179598,ENSG00000090470,ENSG00000139131,ENSG00000103335,ENSG00000113048,ENSG00000154059,ENSG00000155850,ENSG00000120526,ENSG00000179409,ENSG00000122779,ENSG00000104835,ENSG00000134987,ENSG00000178105,ENSG00000111641,ENSG00000105879,ENSG00000173402,ENSG00000214194,ENSG00000233058,ENSG00000029725,ENSG00000164542,ENSG00000099864,ENSG00000140854,ENSG00000214113,ENSG00000103037,ENSG00000186615,ENSG00000122783,ENSG00000176946,ENSG00000064545,ENSG00000131844,ENSG00000112996,ENSG00000213468,ENSG00000087299,ENSG00000106524,ENSG00000136371,ENSG00000165724,ENSG00000143155,ENSG00000081307,ENSG00000281852,ENSG00000093144,ENSG00000175768,ENSG00000157911,ENSG00000068654,ENSG00000281657,ENSG00000171307,ENSG00000125454,ENSG00000213563,ENSG00000129170,ENSG00000146733,ENSG00000164346,ENSG00000025772,ENSG00000188807,ENSG00000129055,ENSG00000182552,ENSG00000173950,ENSG00000254726,ENSG00000106344,ENSG00000084090,ENSG00000114503,ENSG0000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ENSG00000164597,ENSG00000059122,ENSG00000070770,ENSG00000184566,ENSG00000169621,ENSG00000036549,ENSG00000174586,ENSG00000186416,ENSG00000280071,ENSG00000241743,ENSG00000125144,ENSG00000258301,ENSG00000246331,ENSG00000165684,ENSG00000133678,ENSG00000255992,ENSG00000131845,ENSG00000148219,ENSG00000253256,ENSG00000137760,ENSG00000272097,ENSG00000115970,ENSG00000103067,ENSG00000273079,ENSG00000233661,ENSG00000198092,ENSG00000205358,ENSG00000101452,ENSG00000089558,ENSG00000205571,ENSG00000139223,ENSG00000247498,ENSG00000100207,ENSG00000278341,ENSG00000118307,ENSG00000246792,ENSG00000234350,ENSG00000229525,ENSG00000196834,ENSG00000230526,ENSG00000274367,ENSG00000268686,ENSG00000127720,ENSG00000227355,ENSG00000143147,ENSG00000233919,ENSG00000170260,ENSG00000188613,ENSG00000145217,ENSG00000187801,ENSG00000163482,ENSG00000234665,ENSG00000272129,ENSG00000214860,ENSG00000230185,ENSG00000136197,ENSG00000228043,ENSG00000236242,ENSG00000162572,ENSG00000205609,ENSG00000261618,ENSG00000274847,ENSG00000278570,ENSG00000196312,ENSG00000163626,ENSG00000228933,ENSG00000012211,ENSG00000264058,ENSG00000260005,ENSG00000270106 STANDARD_NAME Hay_Bone_Marrow_Eosinophil ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000169385,ENSG00000090382,ENSG00000100097,ENSG00000104918,ENSG00000257764,ENSG00000198712,ENSG00000184897,ENSG00000198938,ENSG00000137818,ENSG00000198886,ENSG00000198899,ENSG00000176340,ENSG00000070214,ENSG00000136315,ENSG00000183688,ENSG00000242550,ENSG00000118508,ENSG00000155368,ENSG00000212907,ENSG00000198888,ENSG00000246705,ENSG00000198786,ENSG00000110079,ENSG00000135441,ENSG00000168268,ENSG00000079616,ENSG00000168298,ENSG00000243147,ENSG00000100364,ENSG00000152082,ENSG00000166401,ENSG00000143549,ENSG00000138668,ENSG00000172932,ENSG00000113387,ENSG00000162174,ENSG00000145494,ENSG00000113494,ENSG00000183684,ENSG00000214026,ENSG00000147123,ENSG00000245848,ENSG00000122707,ENSG00000183856,ENSG00000179862,ENSG00000054148,ENSG00000044574,ENSG00000163902,ENSG00000170906,ENSG00000198727,ENSG00000139668,ENSG00000139644,ENSG00000130748,ENSG00000071655,ENSG00000175591,ENSG00000196083,ENSG00000104043,ENSG00000266402,ENSG00000176595,ENSG00000125827,ENSG00000078369,ENSG00000125995,ENSG00000196787,ENSG00000127022,ENSG00000269293,ENSG00000186193,ENSG00000129538,ENSG00000198763,ENSG00000164509,ENSG00000160712,ENSG00000184743,ENSG00000168273,ENSG00000064225,ENSG00000163781,ENSG00000153560,ENSG00000141522,ENSG00000117713,ENSG00000185088,ENSG00000100836,ENSG00000138495,ENSG00000179051,ENSG00000152601,ENSG00000153879,ENSG00000203668,ENSG00000196371,ENSG00000172534,ENSG00000142684,ENSG00000122861,ENSG00000185347,ENSG00000101310,ENSG00000214753,ENSG00000257704,ENSG00000163349,ENSG00000169919,ENSG00000196642,ENSG00000115902,ENSG00000264364,ENSG00000082898,ENSG00000159692,ENSG00000183255,ENSG00000135596,ENSG00000014257,ENSG00000085491,ENSG00000124535,ENSG00000177628,ENSG00000171208,ENSG00000158716,ENSG00000172292,ENSG00000228253,ENSG00000064989,ENSG00000255198,ENSG00000255587,ENSG00000130309,ENSG00000172301,ENSG00000128595,ENSG00000213390,ENSG00000148248,ENSG00000171812,ENSG00000157193,ENSG00000197771,ENSG00000177189,ENSG00000150961,ENSG00000131473,ENSG00000135424,ENSG00000129675,ENSG00000062485,ENSG00000247675,ENSG00000154845,ENSG00000162882,ENSG00000125817,ENSG00000087470,ENSG00000134769,ENSG00000100580,ENSG00000164535,ENSG00000197180,ENSG00000117407,ENSG00000167515,ENSG00000140848,ENSG00000089597,ENSG00000182154,ENSG00000141858,ENSG00000139496,ENSG00000169718,ENSG00000112695,ENSG00000130985,ENSG00000164825,ENSG00000112941,ENSG00000269246,ENSG00000155561,ENSG00000164880,ENSG00000109756,ENSG00000188986,ENSG00000157500,ENSG00000116985,ENSG00000134627,ENSG00000008382,ENSG00000117868,ENSG00000179593,ENSG00000070371,ENSG00000247315,ENSG00000133101,ENSG00000171202,ENSG00000058866,ENSG00000064607,ENSG00000089195,ENSG00000116698,ENSG00000170037,ENSG00000187186,ENSG00000137337,ENSG00000163624,ENSG00000174903,ENSG00000152133,ENSG00000174010,ENSG00000156471,ENSG00000104885,ENSG00000130024,ENSG00000275966,ENSG00000101846,ENSG00000163527,ENSG00000181789,ENSG00000135837,ENSG00000104812,ENSG00000247077,ENSG00000185359,ENSG00000198952,ENSG00000171488,ENSG00000177565,ENSG00000225383,ENSG00000167081,ENSG00000176058,ENSG00000180340,ENSG00000100577,ENSG00000148426,ENSG00000158435,ENSG00000157837,ENSG00000102595,ENSG00000260630,ENSG00000131584,ENSG00000112242,ENSG00000182580,ENSG00000138207,ENSG00000106772,ENSG00000101251,ENSG00000119844,ENSG00000147475,ENSG00000176209,ENSG00000112658,ENSG00000066422,ENSG00000226032,ENSG00000157014,ENSG00000143061,ENSG00000174775,ENSG00000188352,ENSG00000158246,ENSG00000119777,ENSG00000050748,ENSG00000267270,ENSG00000171608,ENSG00000168724,ENSG00000087495,ENSG00000125249,ENSG00000112787,ENSG00000164430,ENSG00000104450,ENSG00000095139,ENSG00000197136,ENSG00000228624,ENSG00000198160,ENSG00000135801,ENSG00000130227,ENSG00000143674,ENSG00000263724,ENSG00000255491,ENSG00000099364,ENSG00000094975,ENSG00000153214,ENSG00000172007,ENSG00000124198,ENSG00000267201,ENSG00000144815,ENSG00000159086,ENSG00000149679,ENSG00000165417,ENSG00000170653,ENSG00000262420,ENSG00000164307,ENSG00000248905,ENSG00000238227,ENSG00000120685,ENSG00000167962,ENSG00000249042,ENSG00000141568,ENSG00000130749,ENSG00000124496,ENSG00000197386,ENSG00000055917,ENSG00000237530,ENSG00000170279,ENSG00000040487,ENSG00000005007,ENSG00000214787,ENSG00000130382,ENSG00000176444,ENSG00000177051,ENSG00000274618,ENSG00000167114,ENSG00000275632,ENSG00000122126,ENSG00000231976,ENSG00000205559,ENSG00000177943,ENSG00000180900,ENSG00000185156,ENSG00000176396,ENSG00000100426,ENSG00000125657,ENSG00000148483,ENSG00000134780,ENSG00000126106,ENSG00000119953,ENSG00000166922,ENSG00000180008,ENSG00000241058,ENSG00000155858,ENSG00000273559,ENSG00000180182,ENSG00000229278,ENSG00000269243,ENSG00000162769,ENSG00000066084,ENSG00000181555,ENSG00000160392,ENSG00000110075,ENSG00000196367,ENSG00000185504,ENSG00000126746,ENSG00000123411,ENSG00000274191,ENSG00000259130,ENSG00000079387,ENSG00000180901,ENSG00000229637,ENSG00000259125,ENSG00000156983,ENSG00000107862,ENSG00000140320,ENSG00000111696,ENSG00000123810,ENSG00000076826,ENSG00000064999,ENSG00000172830,ENSG00000100583,ENSG0000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STANDARD_NAME Hay_Bone_Marrow_Erythroblast ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Follicular_B_cell ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Granulocytic_UNK ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000176076,ENSG00000118640,ENSG00000274736,ENSG00000162433,ENSG00000146281,ENSG00000170439,ENSG00000171509,ENSG00000050767,ENSG00000254521,ENSG00000145428,ENSG00000136379,ENSG00000143195,ENSG00000237797,ENSG00000232837,ENSG00000136999,ENSG00000100075,ENSG00000254006,ENSG00000114455,ENSG00000146463,ENSG00000251072,ENSG00000054219,ENSG00000235483,ENSG00000009709,ENSG00000258569,ENSG00000143028,ENSG00000174576,ENSG00000237063,ENSG00000156006,ENSG00000235131,ENSG00000254391,ENSG00000266049,ENSG00000134640,ENSG00000250532,ENSG00000265282,ENSG00000230550,ENSG00000262952,ENSG00000234444,ENSG00000254042,ENSG00000277761,ENSG00000184956,ENSG00000080709,ENSG00000250511,ENSG00000155011,ENSG00000276250,ENSG00000249639,ENSG00000254317,ENSG00000259673,ENSG00000127743,ENSG00000269930,ENSG00000163013,ENSG00000196116,ENSG00000151835,ENSG00000269058,ENSG00000124134,ENSG00000265246,ENSG00000250842,ENSG00000144962,ENSG00000197506,ENSG00000116254,ENSG00000164776,ENSG00000257327,ENSG00000235843,ENSG00000254027,ENSG00000272958,ENSG00000183426,ENSG00000266579,ENSG00000171004,ENSG00000260196,ENSG00000215841,ENSG00000270828,ENSG00000228559,ENSG00000221986,ENSG00000196748,ENSG00000187664,ENSG00000273403,ENSG00000246100,ENSG00000186281,ENSG00000263709,ENSG00000274294,ENSG00000115297,ENSG00000164303,ENSG00000261532,ENSG00000235478,ENSG00000254869,ENSG00000180902,ENSG00000149596,ENSG00000255394,ENSG00000183889,ENSG00000186732,ENSG00000108557,ENSG00000273064,ENSG00000072840,ENSG00000179886,ENSG00000268729,ENSG00000230408,ENSG00000170145,ENSG00000254911,ENSG00000111012,ENSG00000254864,ENSG00000166268,ENSG00000273449,ENSG00000177788,ENSG00000174370,ENSG00000206199,ENSG00000186862,ENSG00000196350,ENSG00000266114,ENSG00000271976,ENSG00000233338,ENSG00000259627,ENSG00000232411,ENSG00000227071,ENSG00000278816,ENSG00000276488,ENSG00000281548,ENSG00000259416,ENSG00000259185,ENSG00000273248,ENSG00000233085,ENSG00000161609,ENSG00000235033,ENSG00000136383,ENSG00000257270,ENSG00000255118,ENSG00000173088,ENSG00000280515,ENSG00000267387,ENSG00000006283,ENSG00000233367,ENSG00000269983,ENSG00000260646,ENSG00000162992,ENSG00000253513,ENSG00000218537,ENSG00000275450,ENSG00000167178,ENSG00000264304,ENSG00000162482,ENSG00000250107,ENSG00000163915,ENSG00000138823,ENSG00000272646,ENSG00000272866,ENSG00000167971,ENSG00000273820,ENSG00000258343,ENSG00000261159,ENSG00000260021,ENSG00000265967,ENSG00000260792,ENSG00000255670,ENSG00000267125,ENSG00000271980,ENSG00000229848,ENSG00000261587,ENSG00000276308,ENSG00000169330,ENSG00000257955,ENSG00000267890,ENSG00000260121,ENSG00000003987,ENSG00000253582,ENSG00000279494,ENSG00000234871,ENSG00000240015,ENSG00000256944,ENSG00000261341 STANDARD_NAME Hay_Bone_Marrow_Immature_Neutrophil ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Monocyte ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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ENSG00000250127,ENSG00000272366,ENSG00000178826,ENSG00000260778,ENSG00000263718,ENSG00000089723,ENSG00000223834,ENSG00000227066,ENSG00000227508,ENSG00000184828,ENSG00000274370,ENSG00000267436,ENSG00000241155,ENSG00000257735,ENSG00000261194,ENSG00000100565,ENSG00000146276,ENSG00000134443,ENSG00000108255,ENSG00000233977,ENSG00000221855,ENSG00000276430,ENSG00000227702,ENSG00000223991,ENSG00000230500,ENSG00000089225,ENSG00000259175,ENSG00000124233,ENSG00000259773,ENSG00000250241,ENSG00000258404,ENSG00000011677,ENSG00000265204,ENSG00000198326,ENSG00000269959,ENSG00000230062,ENSG00000255298,ENSG00000223344,ENSG00000225612,ENSG00000236740,ENSG00000138039,ENSG00000196734,ENSG00000254988,ENSG00000114113,ENSG00000228086,ENSG00000174611,ENSG00000234132,ENSG00000265678,ENSG00000158773,ENSG00000251396,ENSG00000271787,ENSG00000261363,ENSG00000266958,ENSG00000281593,ENSG00000169894,ENSG00000259293,ENSG00000101331,ENSG00000225940,ENSG00000253642,ENSG00000256364,ENSG00000171094,ENSG00000257057,ENSG00000270036,ENSG00000243055,ENSG00000255933,ENSG00000138271,ENSG00000224276,ENSG00000073734,ENSG00000248727,ENSG00000266598,ENSG00000118785,ENSG00000271631,ENSG00000268931,ENSG00000248809,ENSG00000250497,ENSG00000271797,ENSG00000115112,ENSG00000188763,ENSG00000204581,ENSG00000255102,ENSG00000106302,ENSG00000260763,ENSG00000265743,ENSG00000272829,ENSG00000171811,ENSG00000215595,ENSG00000255606,ENSG00000227818,ENSG00000271803,ENSG00000236528,ENSG00000173137,ENSG00000141979,ENSG00000279849,ENSG00000267414,ENSG00000177614,ENSG00000229859,ENSG00000227531,ENSG00000261693,ENSG00000258666,ENSG00000145626,ENSG00000266111,ENSG00000269897,ENSG00000232684,ENSG00000237281,ENSG00000261751,ENSG00000227308,ENSG00000256222,ENSG00000259945,ENSG00000229111,ENSG00000272735,ENSG00000259884,ENSG00000260176,ENSG00000230641,ENSG00000258763,ENSG00000276952,ENSG00000270035,ENSG00000159251,ENSG00000264448,ENSG00000242689,ENSG00000224418,ENSG00000274993,ENSG00000134762,ENSG00000269504,ENSG00000231654,ENSG00000235023,ENSG00000168939,ENSG00000232354,ENSG00000203601,ENSG00000258044,ENSG00000266850,ENSG00000270115,ENSG00000238284,ENSG00000260853,ENSG00000259764,ENSG00000234181,ENSG00000244998,ENSG00000259820,ENSG00000268173,ENSG00000225752,ENSG00000275216,ENSG00000141086,ENSG00000227906,ENSG00000261898,ENSG00000226334,ENSG00000244567,ENSG00000250900,ENSG00000237152,ENSG00000258521,ENSG00000099715,ENSG00000180113,ENSG00000281938,ENSG00000130032,ENSG00000267615,ENSG00000237798,ENSG00000241169,ENSG00000255363,ENSG00000261798,ENSG00000271303,ENSG00000217442,ENSG00000169903,ENSG00000121769,ENSG00000111218,ENSG00000228251,ENSG00000233332,ENSG00000223485,ENSG00000125122,ENSG00000267069,ENSG00000188566,ENSG00000254870,ENSG00000109618,ENSG00000261779,ENSG00000237763,ENSG00000260572,ENSG00000259639,ENSG00000229431,ENSG00000101210,ENSG00000256672,ENSG00000240915,ENSG00000260955,ENSG00000237705,ENSG00000215196,ENSG00000270339,ENSG00000236540,ENSG00000223387,ENSG00000150201,ENSG00000230021,ENSG00000257449,ENSG00000259540,ENSG00000249509,ENSG00000258745,ENSG00000224638,ENSG00000281491,ENSG00000277749,ENSG00000231808,ENSG00000228675,ENSG00000267452,ENSG00000237331,ENSG00000273402,ENSG00000262228,ENSG00000259508,ENSG00000266036,ENSG00000244502,ENSG00000231062,ENSG00000268565,ENSG00000223754,ENSG00000254671,ENSG00000189143,ENSG00000156194,ENSG00000273901,ENSG00000261251,ENSG00000248839,ENSG00000249715,ENSG00000172782,ENSG00000260436,ENSG00000258526,ENSG00000273172,ENSG00000276997,ENSG00000261839,ENSG00000260281,ENSG00000236782,ENSG00000230262,ENSG00000158955,ENSG00000249699,ENSG00000235586,ENSG00000280184,ENSG00000237094,ENSG00000203469,ENSG00000255050,ENSG00000257431,ENSG00000280279,ENSG00000273419,ENSG00000282022,ENSG00000253457,ENSG00000118113,ENSG00000274902,ENSG00000235890,ENSG00000183644,ENSG00000265555,ENSG00000231079,ENSG00000265380,ENSG00000254495,ENSG00000260367,ENSG00000253258,ENSG00000275765,ENSG00000075073,ENSG00000248592,ENSG00000229188,ENSG00000235813,ENSG00000130307,ENSG00000237125,ENSG00000224969,ENSG00000184012,ENSG00000272940,ENSG00000225235,ENSG00000244926,ENSG00000274698,ENSG00000248881,ENSG00000255108 STANDARD_NAME Hay_Bone_Marrow_Naive_T_cell ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000177954,ENSG00000156482,ENSG00000213741,ENSG00000118181,ENSG00000122026,ENSG00000143947,ENSG00000167526,ENSG00000109475,ENSG00000071082,ENSG00000177600,ENSG00000134419,ENSG00000198242,ENSG00000133872,ENSG00000168685,ENSG00000164587,ENSG00000112306,ENSG00000142676,ENSG00000142541,ENSG00000198851,ENSG00000144713,ENSG00000147403,ENSG00000227507,ENSG00000156508,ENSG00000182899,ENSG00000277734,ENSG00000163682,ENSG00000104660,ENSG00000137154,ENSG00000105193,ENSG00000167286,ENSG00000233927,ENSG00000108298,ENSG00000008988,ENSG00000100316,ENSG00000100100,ENSG00000166441,ENSG00000229117,ENSG00000142546,ENSG00000149273,ENSG00000172809,ENSG00000171223,ENSG00000110700,ENSG00000124614,ENSG00000172005,ENSG00000063177,ENSG00000131469,ENSG00000130255,ENSG00000231500,ENSG00000105373,ENSG00000251562,ENSG00000198755,ENSG00000211772,ENSG00000152518,ENSG00000188846,ENSG00000174444,ENSG00000196683,ENSG00000168028,ENSG00000160654,ENSG00000105372,ENSG00000090554,ENSG00000105640,ENSG00000196405,ENSG00000089009,ENSG00000138795,ENSG00000117602,ENSG00000133112,ENSG00000126353,ENSG00000081059,ENSG00000122406,ENSG00000182866,ENSG00000142937,ENSG00000139193,ENSG00000145592,ENSG00000107742,ENSG00000145425,ENSG00000116824,ENSG00000117091,ENSG00000198034,ENSG00000152495,ENSG00000013725,ENSG00000127152,ENSG00000171863,ENSG00000213658,ENSG00000116251,ENSG00000147604,ENSG00000072818,ENSG00000211751,ENSG00000069493,ENSG00000104964,ENSG00000163519,ENSG00000035115,ENSG00000071073,ENSG00000198918,ENSG00000115687,ENSG00000265681,ENSG00000184613,ENSG00000133639,ENSG00000108107,ENSG00000215788,ENSG00000083845,ENSG00000165272,ENSG00000179144,ENSG00000154814,ENSG00000069667,ENSG00000104408,ENSG00000132002,ENSG00000171858,ENSG00000157514,ENSG00000152558,ENSG00000118503,ENSG00000114391,ENSG00000127528,ENSG00000078596,ENSG00000070718,ENSG00000186854,ENSG00000264443,ENSG00000110448,ENSG00000115268,ENSG00000111716,ENSG00000197457,ENSG00000082074,ENSG00000182774,ENSG00000188243,ENSG00000163600,ENSG00000168421,ENSG00000009790,ENSG00000140988,ENSG00000089327,ENSG00000134954,ENSG00000178562,ENSG00000075884,ENSG00000182463,ENSG00000220205,ENSG00000172183,ENSG00000104529,ENSG00000180096,ENSG00000110848,ENSG00000172725,ENSG00000115977,ENSG00000157978,ENSG00000241343,ENSG00000233355,ENSG00000101109,ENSG00000102245,ENSG00000204387,ENSG00000101695,ENSG00000149806,ENSG00000197958,ENSG00000162368,ENSG00000136942,ENSG00000246223,ENSG00000145675,ENSG00000109452,ENSG00000204219,ENSG00000163346,ENSG00000162244,ENSG00000156976,ENSG00000114861,ENSG00000099204,ENSG00000145247,ENSG00000186468,ENSG00000143924,ENSG00000245164,ENSG00000165502,ENSG00000114942,ENSG00000158985,ENSG00000135426,ENSG00000153283,ENSG00000145779,ENSG00000245954,ENSG00000197448,ENSG00000101745,ENSG00000107485,ENSG00000136717,ENSG00000130844,ENSG00000113263,ENSG00000089012,ENSG00000256039,ENSG00000168234,ENSG00000164300,ENSG00000256862,ENSG00000269893,ENSG00000168610,ENSG00000157303,ENSG00000174946,ENSG00000065357,ENSG00000164466,ENSG00000171130,ENSG00000102760,ENSG00000165929,ENSG00000128739,ENSG00000076928,ENSG00000198168,ENSG00000159496,ENSG00000186827,ENSG00000152270,ENSG00000149311,ENSG00000120915,ENSG00000231621,ENSG00000279483,ENSG00000166750,ENSG00000160310,ENSG00000112511,ENSG00000111276,ENSG00000102109,ENSG00000177721,ENSG00000089737,ENSG00000158525,ENSG00000213654,ENSG00000233478,ENSG00000021300,ENSG00000150347,ENSG00000197635,ENSG00000034053,ENSG00000273319,ENSG00000135968,ENSG00000167106,ENSG00000154229,ENSG00000213203,ENSG00000143772,ENSG00000215845,ENSG00000109929,ENSG00000254682,ENSG00000070756,ENSG00000065809,ENSG00000173812,ENSG00000102871,ENSG00000140511,ENSG00000159445,ENSG00000182809,ENSG00000171791,ENSG00000172673,ENSG00000095794,ENSG00000131507,ENSG00000173114,ENSG00000127184,ENSG00000172575,ENSG00000166405,ENSG00000141232,ENSG00000133574,ENSG00000185338,ENSG00000140092,ENSG00000176928,ENSG00000146278,ENSG00000182162,ENSG00000168066,ENSG00000271204,ENSG00000271869,ENSG00000113811,ENSG00000110944,ENSG00000168824,ENSG00000111863,ENSG00000197728,ENSG00000196284,ENSG00000184205,ENSG00000244754,ENSG00000125731,ENSG00000107771,ENSG00000185115,ENSG00000221946,ENSG00000196199,ENSG00000111913,ENSG00000182568,ENSG00000111371,ENSG00000136111,ENSG00000226752,ENSG00000264745,ENSG00000064666,ENSG00000233559,ENSG00000102096,ENSG00000162241,ENSG00000166313,ENSG00000146285,ENSG00000163479,ENSG00000100354,ENSG00000166295,ENSG00000089775,ENSG00000103479,ENSG00000172057,ENSG00000160588,ENSG00000131634,ENSG00000103194,ENSG00000163001,ENSG00000232442,ENSG00000078589,ENSG00000154764,ENSG00000124466,ENSG00000197880,ENSG00000126524,ENSG00000213626,ENSG00000132849,ENSG00000184640,ENSG00000176155,ENSG00000105699,ENSG00000242114,ENSG00000166971,ENSG00000173846,ENSG00000076641,ENSG00000148700,ENSG00000196187,ENSG00000089351,ENSG00000180448,ENSG00000152465,ENSG00000144152,ENSG00000151327,ENSG00000184203,ENSG00000056558,ENSG00000140471,ENSG00000186222,ENSG00000235532,ENSG00000137078,ENSG00000160185,ENSG0000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STANDARD_NAME Hay_Bone_Marrow_Neutrophil ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_NK_cells ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Plasma_Cell ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Platelet ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000163736,ENSG00000168497,ENSG00000169704,ENSG00000101162,ENSG00000127920,ENSG00000163737,ENSG00000111644,ENSG00000161911,ENSG00000166091,ENSG00000150681,ENSG00000165682,ENSG00000088726,ENSG00000180573,ENSG00000223855,ENSG00000184113,ENSG00000149564,ENSG00000176783,ENSG00000171611,ENSG00000187699,ENSG00000154146,ENSG00000101335,ENSG00000267279,ENSG00000108960,ENSG00000120885,ENSG00000113140,ENSG00000156265,ENSG00000204424,ENSG00000113924,ENSG00000119862,ENSG00000085733,ENSG00000148346,ENSG00000225936,ENSG00000278828,ENSG00000102804,ENSG00000259207,ENSG00000128266,ENSG00000254614,ENSG00000151023,ENSG00000124635,ENSG00000134668,ENSG00000173626,ENSG00000266412,ENSG00000167644,ENSG00000236304,ENSG00000185245,ENSG00000101470,ENSG00000143595,ENSG00000204420,ENSG00000105711,ENSG00000175746,ENSG00000261253,ENSG00000109272,ENSG00000108839,ENSG00000162366,ENSG00000177324,ENSG00000122643,ENSG00000149781,ENSG00000127824,ENSG00000268320,ENSG00000153071,ENSG00000198948,ENSG00000174175,ENSG00000047648,ENSG00000162614,ENSG00000146859,ENSG00000137198,ENSG00000198478,ENSG00000180190,ENSG00000088053,ENSG00000138735,ENSG00000099785,ENSG00000100351,ENSG00000197959,ENSG00000196407,ENSG00000184702,ENSG00000188076,ENSG00000224805,ENSG00000250334,ENSG00000148908,ENSG00000088826,ENSG00000117586,ENSG00000101856,ENSG00000006638,ENSG00000140022,ENSG00000095303,ENSG00000148498,ENSG00000185340,ENSG00000250348,ENSG00000169756,ENSG00000173210,ENSG00000133317,ENSG00000177359,ENSG00000011105,ENSG00000105507,ENSG00000065534,ENSG00000204323,ENSG00000187800,ENSG00000227811,ENSG00000164181,ENSG00000266401,ENSG00000197461,ENSG00000041353,ENSG00000236936,ENSG00000172159,ENSG00000148834,ENSG00000272053,ENSG00000119684,ENSG00000182732,ENSG00000153714,ENSG00000124491,ENSG00000167460,ENSG00000125952,ENSG00000166333,ENSG00000138798,ENSG00000172927,ENSG00000156206,ENSG00000185614,ENSG00000184500,ENSG00000143995,ENSG00000141854,ENSG00000103184,ENSG00000064601,ENSG00000137076,ENSG00000100362,ENSG00000267175,ENSG00000243709,ENSG00000263155,ENSG00000250641,ENSG00000229124,ENSG00000123405,ENSG00000053108,ENSG00000226510,ENSG00000158710,ENSG00000259869,ENSG00000163898,ENSG00000282828,ENSG00000227165,ENSG00000134317,ENSG00000237419,ENSG00000127533,ENSG00000108846,ENSG00000240497,ENSG00000148484,ENSG00000168517,ENSG00000070190,ENSG00000198924,ENSG00000174788,ENSG00000175984,ENSG00000127314,ENSG00000182747,ENSG00000227729,ENSG00000204710,ENSG00000234810,ENSG00000166681,ENSG00000170271,ENSG00000165309,ENSG00000245008,ENSG00000167100,ENSG00000103769,ENSG00000231437,ENSG00000238201,ENSG00000160013,ENSG00000167646,ENSG00000072135,ENSG00000143409,ENSG00000129991,ENSG00000092531,ENSG00000226434,ENSG00000102362,ENSG00000130948,ENSG00000233208,ENSG00000151693,ENSG00000054356,ENSG00000163735,ENSG00000197852,ENSG00000172572,ENSG00000254975,ENSG00000197415,ENSG00000104903,ENSG00000204614,ENSG00000267316,ENSG00000130176,ENSG00000169682,ENSG00000154917,ENSG00000182795,ENSG00000206549,ENSG00000140859,ENSG00000177558,ENSG00000123091,ENSG00000260249,ENSG00000162722,ENSG00000153162,ENSG00000172426,ENSG00000054793,ENSG00000142046,ENSG00000228474,ENSG00000133069,ENSG00000146376,ENSG00000153347,ENSG00000100181,ENSG00000143353,ENSG00000236968,ENSG00000114541,ENSG00000183785,ENSG00000035403,ENSG00000129354,ENSG00000242349,ENSG00000272468,ENSG00000144677,ENSG00000253819,ENSG00000068796,ENSG00000127252,ENSG00000149357,ENSG00000180354,ENSG00000270028,ENSG00000150637,ENSG00000186190,ENSG00000115758,ENSG00000108622,ENSG00000153207,ENSG00000166148,ENSG00000124302,ENSG00000175854,ENSG00000136231,ENSG00000184678,ENSG00000176697,ENSG00000125037,ENSG00000013016,ENSG00000237473,ENSG00000180914,ENSG00000249307,ENSG00000127831,ENSG00000108039,ENSG00000069535,ENSG00000185052,ENSG00000135926,ENSG00000134882,ENSG00000014216,ENSG00000258694,ENSG00000072422,ENSG00000196526,ENSG00000254703,ENSG00000084734,ENSG00000183621,ENSG00000236320,ENSG00000152229,ENSG00000196923,ENSG00000129355,ENSG00000228651,ENSG00000198858,ENSG00000132471,ENSG00000162852,ENSG00000259483,ENSG00000229941,ENSG00000233099,ENSG00000171552,ENSG00000270882,ENSG00000108576,ENSG00000023902,ENSG00000241469,ENSG00000146834,ENSG00000102230,ENSG00000149218,ENSG00000189045,ENSG00000267604,ENSG00000144820,ENSG00000188517,ENSG00000226708,ENSG00000187714,ENSG00000162598,ENSG00000142961,ENSG00000264630,ENSG00000102178,ENSG00000254810,ENSG00000114487,ENSG00000198586,ENSG00000181409,ENSG00000166035,ENSG00000182179,ENSG00000253394,ENSG00000085741,ENSG00000120903,ENSG00000197122,ENSG00000236279,ENSG00000255079,ENSG00000255126,ENSG00000272620,ENSG00000147036,ENSG00000071127,ENSG00000157570,ENSG00000102901,ENSG00000068831,ENSG00000143418,ENSG00000277075,ENSG00000178033,ENSG00000125744,ENSG00000121766,ENSG00000182093,ENSG00000176903,ENSG00000068615,ENSG00000169129,ENSG00000235927,ENSG00000184276,ENSG00000268204,ENSG00000260661,ENSG00000114209,ENSG00000277978,ENSG00000272979,ENSG00000182931,ENSG00000095739,ENSG00000227253,ENSG00000155099,ENSG0000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STANDARD_NAME Hay_Bone_Marrow_Pre_Dendritic ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ENSG00000136943,ENSG00000101347,ENSG00000167601,ENSG00000109321,ENSG00000196141,ENSG00000163520,ENSG00000149269,ENSG00000157470,ENSG00000105697,ENSG00000104435,ENSG00000167645,ENSG00000100167,ENSG00000105492,ENSG00000141401,ENSG00000090520,ENSG00000110442,ENSG00000229770,ENSG00000143256,ENSG00000164047,ENSG00000091039,ENSG00000186847,ENSG00000105695,ENSG00000160446,ENSG00000077274,ENSG00000101888,ENSG00000162522,ENSG00000259998,ENSG00000158022,ENSG00000159398,ENSG00000182040,ENSG00000233821,ENSG00000255119,ENSG00000237009,ENSG00000169953,ENSG00000234859,ENSG00000132259,ENSG00000152430,ENSG00000120329,ENSG00000002726,ENSG00000279524,ENSG00000137142,ENSG00000169862,ENSG00000089116,ENSG00000092445,ENSG00000181634,ENSG00000259519,ENSG00000253825,ENSG00000236467,ENSG00000196566,ENSG00000236078,ENSG00000206527,ENSG00000278518,ENSG00000261514,ENSG00000104055,ENSG00000257987,ENSG00000273269,ENSG00000206531,ENSG00000105523,ENSG00000132622,ENSG00000196091,ENSG00000233590,ENSG00000124116,ENSG00000272970,ENSG00000085552,ENSG00000177302,ENSG00000107282,ENSG00000267919,ENSG00000265055,ENSG00000259222,ENSG00000109991,ENSG00000173702,ENSG00000270487,ENSG00000266963,ENSG00000218823,ENSG00000242147,ENSG00000184719,ENSG00000267134,ENSG00000134184,ENSG00000248714,ENSG00000230323,ENSG00000272922,ENSG00000248240,ENSG00000155026,ENSG00000248227,ENSG00000234776,ENSG00000274834,ENSG00000187288,ENSG00000234940,ENSG00000230555,ENSG00000168038,ENSG00000232093,ENSG00000266644,ENSG00000178460,ENSG00000275431,ENSG00000254034,ENSG00000279714,ENSG00000268678,ENSG00000179363,ENSG00000231560,ENSG00000266651,ENSG00000235538,ENSG00000215023,ENSG00000274560,ENSG00000225087,ENSG00000001630,ENSG00000204183,ENSG00000140623,ENSG00000233421,ENSG00000259442,ENSG00000179938,ENSG00000154252,ENSG00000235277,ENSG00000254144,ENSG00000262899,ENSG00000272715,ENSG00000266901,ENSG00000260115,ENSG00000224509,ENSG00000254246,ENSG00000103044,ENSG00000270104,ENSG00000233885 STANDARD_NAME Hay_Bone_Marrow_Pro_B ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Hay_Bone_Marrow_Stromal ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 30243574 PUBLICATION_TITLE The Human Cell Atlas bone marrow single-cell interactive web portal AUTHORS Hay SB,Ferchen K,Chetal K,Grimes HL,Salomonis N GEOID EXACT_SOURCE Supplementary Table E5: Gene-Associations. Global view of cells from all donors. Combined resolved progenitor and committed cell population predictions for SPRING analysis of the associated marker genes. 1-s2.0-S0301472X18308051-mmc8 EXTERNAL_DETAILS_URL http://www.altanalyze.org/ICGS/HCA/Viewer.php CHIP EnsemblGeneIds CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS 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STANDARD_NAME Zheng_Cord_Blood_C1_Putative_Megakaryocyte_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCC3,ABCC4,AC147651.3,ACTN1,ARHGAP18,ARHGAP6,BANK1,BIN2,C2orf88,C3orf52,CA2,CALD1,CAMK1,CCDC68,CCL5,CCND1,CD36,CD9,CENPA,CLEC1B,CLU,CMAS,CMTM5,COQ2,CTTN,CXCL3,DAAM1,DMTN,DNM3,EFNB2,ESAM,EXOC3L2,F13A1,FCGR2A,FERMT3,FYB,GABRE,GFI1B,GNAZ,GP1BA,GP6,GP9,GRAP2,GSN,HBD,HEXIM1,HPSE,ITGA2B,ITGA6,KALRN,KCNE3,LCN2,LGALSL,LIMS1,LRRC32,LTBP1,LY6G6F,MEGT1,MFAP3L,MMRN1,MOB3C,MYL12A,MYLK,NEXN,NID1,NRGN,PBK,PDE3A,PDE5A,PDGFA,PDGFB,PDLIM1,PF4,PF4V1,PLEK,PPBP,PPIF,PRKAR2B,PROS1,RAB27B,RBPMS2,RGS18,RNA28S5,RUFY1,SDPR,SELP,SLC44A1,SLFN14,SPTB,STOM,TESC,THBS1,TMEM40,TMSB4X,TPM1,TREML1,TSPAN15,TUBB1,VCL,VWF STANDARD_NAME Zheng_Cord_Blood_C2_Putative_Basophil_Eosinophil_Mast_cell_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AC004791.2,AC079949.1,AFF2,ALOX5AP,ANXA1,ASRGL1,ATF4,BACE2,BRIX1,CALR,CANX,CASP3,CCDC88A,CD63,CD82,CHP1,CHPT1,CNRIP1,CSF2RB,CTC-425F1.4,CTNNBL1,DNAJC9,EMP3,FAM178B,FAM46A,FBXO33,FBXO7,FLNA,FOSB,GATA1,GATA2,GDE1,GLUL,GOLT1B,GRAP2,GSE1,GTF3C4,HDC,HMGCS1,HPGDS,HSP90AB1,HSPA5,IFITM2,IKZF2,ING2,JUND,LAPTM5,LDB1,LGALS1,LMNA,LMO4,LYAR,MALAT1,MIR4435-1HG,MLEC,MS4A2,MS4A3,MT-TL1,NDEL1,NEDD9,P2RX5,P4HB,PABPC4,PDIA3,PIM2,PLEK,PLGRKT,PLIN2,PNMT,PNN,POU2F2,PPP1R15A,PSME4,PTMA,RAB11FIP1,RNA28S5,S100A4,S100A6,SDF2L1,SEC24D,SLC25A3,SLC2A1,SLC40A1,SLC6A6,SMIM1,SOX4,SPTY2D1,STAM,STAT5A,TES,TFR2,TFRC,TIMM17A,TMSB10,TOB2,TPSAB1,TRIB2,TSPYL2,VASP,VIM STANDARD_NAME Zheng_Cord_Blood_C3_Megakaryocyte_Erythroid_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACSL4,ACSM3,ANK1,APOC1,ARL4A,B3GNT2,BCCIP,BLVRB,CAT,CCDC112,CD36,CD40LG,CDC42BPA,CENPF,CNRIP1,CSF1,CSF2RB,CTNNBL1,CXADR,DKC1,EIF4G2,EIF5B,EMP3,EPOR,EREG,FADS2,FAM178B,FBXO7,FECH,FLNA,GATA1,GATA2,GLUL,HDAC2,HDAC7,HDC,HMGN5,HSP90AA1,ICAM4,ITGA2B,JUND,KCNH2,KEL,KIF20B,KLF1,LDB1,LINC00152,LMAN1,LSMD1,LYAR,MBD4,MINPP1,MIR4435-1HG,MPC2,MYH10,MYL12A,NCL,NECAB1,NET1,NOLC1,PA2G4,PABPC4,PARP1,PDCD4,PDZD8,PHTF1,PIP4K2A,PKIG,PLIN2,PNMT,PNN,PPP1R14A,PRKAR2B,PSTPIP2,PTMA,PVT1,RAB11FIP1,REXO2,RHAG,RYR3,S100A4,S100A6,SERBP1,SIAH2,SLC2A1,SLC40A1,SNRPD1,SOX4,SPTA1,SSB,SSX2IP,STAM,STAT5A,TFR2,TFRC,TRIB2,TUBB2A,TXNDC17,UROD,ZEB2 STANDARD_NAME Zheng_Cord_Blood_C4_Putative_Early_Erythroid_Commitment ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ABCA1,AC079949.1,AP001171.1,ARHGAP15,ATP6V0A2,BMP2K,CAMLG,CCND2,CD69,CD84,CDK6,CELF2,CKAP2,CPA3,CRHBP,CTNNBL1,CYCS,DDX21,DEPTOR,DGKE,DTD1,EIF2AK1,ELF1,ELMO1,EREG,ERG,ETS2,EWSR1,FAM65C,FOXO3,G3BP2,GALNT1,GATA2,GNAI1,HPGDS,HSP90AA1,HTR1F,IKZF2,IL1RL1,IMPA1,ITGA4,ITGAE,JUN,KIAA1211,KIT,LAPTM4A,LDLR,LEPROT,MAN2A2,MED12L,MLLT3,MOB1B,MPP1,MT-RNR2,MYB,MYCT1,NFIA,NFKBIZ,NLK,NOP58,PBX1,PDZD8,PHACTR4,PHTF1,PKIG,PLXDC2,PNN,PRKACB,PSTPIP2,RAPGEF2,RHOH,RNA28S5,RNF130,RSBN1,SDCBP,SERPINB1,SESN3,SKIL,SLA,SLC38A2,SLC39A8,SLC40A1,SNX5,SPTY2D1,SSFA2,STK4,TAF1D,TEC,TESPA1,TNIK,TOPORS-AS1,TSEN54,TSPYL2,YARS,ZBTB16,ZBTB20,ZEB2,ZFAS1,ZMYND8,ZNF711 STANDARD_NAME Zheng_Cord_Blood_C5_Similar_to_HSC_C6_Putative_Altered_Metabolic_State ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS RNU2-59P,RNU1-60P,RNU2-3P,RNVU1-14,RNVU1-15,RNVU1-13,SNORD13,RNU4-2,RNU2-63P,RNU2-5P,RNVU1-20,RNU4ATAC,LINC00910,RNVU1-6,RNU5A-1,RNU12,RNU5F-1,RNU2-14P,RNU5E-1,RNU1-59P,ZFP36,RNU5E-4P,HIST1H2BG,DUSP1,HIST1H2BD,RNU1-34P,HIST1H2AE,RNU2-49P,HSPA5,HIST2H2BE,RNU5D-1,JUN,TMEM107,RNU5A-3P,HIST1H2BF,AVP,JUNB,CD69,RNU5B-1,C12orf57,NEAT1,MEG3,HIST1H1C,CLEC2B,HIST1H2BC,TUBB4B,NFKBIA,NFKBIZ,SOCS2,MEF2C,H1FX,HLA-DQB1,MECOM,ZFP36L2,MAFF,HIST2H2AC,CD52,LPAR6,HLA-DRA,CLEC9A,IL8,MLLT3,RIPK2,HLF,IER2,SDPR,TPT1,PNRC1,HMGA2,TRA2B,NR4A1,MYCT1,MDK,SKAP1,HLA-DRB1,DUSP2,FOS,CD74,HOPX,HIST1H4E,AREG,AJ006998.2,GADD45A,HIST1H1D,ID2,ATF3,SEZ6L2,CRHBP,SELK,APOL3,AMICA1,LRBA,EIF4A2,BTG2,INSIG1,GADD45B,GNG11,SERTAD4,OXT,SPINK2 STANDARD_NAME Zheng_Cord_Blood_C6_HSC_Multipotent_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AC116366.6,AJ006998.2,ALDH1A1,AREG,ARPC5L,AVP,BEX1,CCNH,CCNY,CD109,CD74,CEBPB,CRHBP,CXCR4,DDIT4,DUSP1,DUSP2,EZR,FAM3C,FOSL2,FOXO1,FTH1,GADD45A,GATA3,GBP4,GRASP,HIF1A,HLA-DMB,HLA-DPA1,HLA-DPB1,HLA-DQA1,HLA-DQB1,HLA-DRA,HLA-DRB1,HLA-DRB5,HLA-E,HLF,HMGA2,ID2,IRAK3,IRF1,KAT6A,LIMCH1,LPAR6,LRRFIP1,MAFF,MAFG,MAP3K8,MECOM,MEF2C,MEG3,MEIS1,MKLN1-AS1,MLLT3,MMRN1,MT-ND2,MT-ND5,NAMPT,NEAT1,NFKBIA,NR4A1,NR4A2,PABPC1,PELI1,PIM3,PPP1CB,PREX2,PRKCH,PTPRC,RANBP2,RILPL2,RIPK2,RNF125,RNU2-63P,RNVU1-20,SAMSN1,SAT1,SDPR,SELK,SLC2A3,SMCHD1,SNX9,SOCS2,SPP1,SRGN,STAT1,TACC1,TCF4,TFPI,THEMIS2,TNFRSF1B,TPM2,TSC22D1,TSC22D3,TSPYL2,TUBA4A,USP36,WDR45B,ZFP36L2,ZNF331 STANDARD_NAME Zheng_Cord_Blood_C7_Putative_Lymphoid_Primed_Multipotent_Progenitor_1 ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS FAM211A,KB-1208A12.3,C17orf76-AS1,CTC-425F1.4,MT-ND6,SFXN1,BEST1,NAP1L1,CSF3R,PABPC1,TSIX,NUCB2,MALAT1,PIM2,PIK3R1,GYPC,MAP3K8,CALR,ZFP36L2,CD99,TPT1,ANKRD28,AC010761.8,TPM4,C6orf62,XIST,HSP90B1,AP000350.4,MSI2,ATG10,H2AFY,PTPRE,ANKRD36C,TTF1,RILPL2,LRRFIP1,SPINK2,MZB1,GBP4,BCL11A,ANKRD36,IFITM1,MT-ND5,C1QTNF4,KRR1,GLIPR1,ZC3HAV1,TTC3,RUNX1,GNB4,ZBTB8A,EIF2S3,USP36,AC016735.1,BCL7A,IFNGR1,MIS18BP1,SELL,TRIM24,IFI16,HNRNPH1,KRAS,TCF7L2,TAOK3,STARD4-AS1,CYTIP,DEK,SPN,FAM161A,SPTBN1,C19orf77,CHD1,IFITM3,ANKRD26,SLK,NPDC1,WDR49,CALCOCO2,KPNB1,BRCA2,MT-RNR2,VPS35,BTF3,DYNLT1,HSPA5,FLT3,TUBA1B,ZRANB2,CCDC14,FAM101B,HIF1A,PSMA6,MT-ATP8,GTF3A,TCERG1,CASP4,SET,ENO1,CSGALNACT2,ARID4A STANDARD_NAME Zheng_Cord_Blood_C8_Putative_Lymphoid_Primed_Multipotent_Progenitor_2 ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MAP3K8,KIAA0125,CD99,GYPC,C1QTNF4,CD52,C19orf77,TMSB4X,CSF3R,MT-CO3,TPT1,BAALC,SPINK2,MZB1,B2M,GNB2L1,GAPDH,CD74,TSC22D3,ANGPT1,ZFAS1,ITM2C,HLA-A,TPM4,ACTG1,RILPL2,SELL,PTPRCAP,SNHG6,IGLL1,MT-TL1,HINT1,CD44,RCSD1,FAU,HLA-B,SNHG8,IFITM3,GAS5,PIK3R1,BTF3,CD34,GNG11,PFDN5,ARHGAP25,ENO1,MPG,S100Z,HSH2D,EEF1B2,PADI4,HCST,ERGIC1,S100A4,BCL3,DYNLT1,VMP1,NACA,RASGRP2,MT-ND3,NUCB2,6-Sep,AC002454.1,HOPX,MT-CO1,NPDC1,HLA-DRA,PRAM1,PROM1,COMMD6,GSTP1,SNHG5,UBA52,IFITM1,PSME1,MT-CYB,LDLRAD2,SPNS3,ATP5G2,CD48,IGHM,EGFL7,FLT3,AC016735.1,ATP5E,ADA,IGFBP7,H2AFY,HLA-C,NAP1L1,RUNX1,FAM26F,ERLIN1,EIF3K,HNRNPA1,IFLTD1,RNASET2,SNRPD2,ARHGAP30,MT-ND4 STANDARD_NAME Zheng_Cord_Blood_C9_Granulocyte_Macrophage_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ACTG1,ANP32B,ANXA1,ARID4A,ATP2B1,ATP5B,AZU1,B2M,BCL11A,BIRC5,C19orf77,C1QTNF4,C9orf78,CALM1,CALR,CANX,CD44,CD99,CENPF,CFL1,CLEC11A,CP,DNAJC1,DSTN,EIF3A,ENO1,FAM129A,GADD45GIP1,GAPDH,GSTP1,GYPC,H1FX,H2AFY,H3F3B,HDGF,HGF,HLA-A,HLA-B,HMGN2,HMGN5,HNRNPA1,HNRNPM,HNRNPU,HSP90AA1,HSP90B1,HSPD1,IGFBP7,IGLL1,IRF8,ITM2C,KDM5A,KRR1,LCP1,LGALS1,LPAR6,LRRFIP1,LYZ,MAP3K2,MKI67,MPO,MT-ND4,NAP1L1,NCL,NUCB2,NUCKS1,PA2G4,PEBP1,PFN1,PIK3R1,PIM3,PLEK,PRPF40A,PRR11,PSMA7,PTGES3,PTMA,RAB32,RB1CC1,RBM17,RTN4,S100A10,SAT1,SELL,SERF2,SET,SF3B2,SLK,STMN1,TAGLN2,TARS,TBCA,TMSB10,TNFSF13B,TPM3,TPM4,TUBA1B,VAMP8,VIM,YY1,ZFP36L2 STANDARD_NAME Zheng_Cord_Blood_C10_Multilymphoid_Progenitor ORGANISM Homo sapiens ORGAN_SYSTEM Hematopoietic system PMID 29545397 PUBLICATION_TITLE Molecular transitions in early progenitors during human cord blood hematopoiesis AUTHORS Zheng S,Papalexi E,Butler A,Stephenson W,Satija R GEOID GSE97104 EXACT_SOURCE Table EV1A: Top 100 transcriptional markers identified for each cluster after latent variable regression for cell cycle and technical covariates EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AC016735.1,ACAP2,ACTG1,ACY3,ADA,AE000661.37,AFF1,AMICA1,ARHGAP25,ARHGEF7,ARL6IP5,ARPC5L,ARRB2,BAALC,BTK,C10orf54,C1orf63,C9orf78,C9orf89,CARD11,CD47,CD52,CD74,CD99,CLNK,COBLL1,COL24A1,CORO1A,CXXC5,CYFIP2,CYTH1,CYTH4,DDX17,DSTN,EVL,FGD6,GFOD1,GSTP1,HCST,IGHM,IGJ,IL6R,IQGAP2,IRF8,ITGAL,ITM2C,KCNK17,KIAA0087,KIAA0125,LAIR1,LINC00173,LINC00426,LINC00865,LL22NC03-2H8.5,LPIN1,LST1,LTB,LUC7L3,LZTFL1,MALAT1,MAP1A,MED13L,MEF2A,MME,MZB1,NCOA7,NEGR1,NIN,OSBPL3,PACSIN1,PAG1,PIK3R1,PRAM1,PREX1,PRKCB,QPRT,RAB31,RBM17,RBM38,RERE,RNASET2,S100Z,SASH3,SATB1,SCN3A,SETBP1,SH2D3C,SH3TC1,SLC2A5,SLC9A3R1,SPINK2,SPNS3,STARD9,SYK,TNFAIP2,TRAF3IP3,TRBC2,TTC3,TYROBP,USP36 STANDARD_NAME Lake_Adult_Kidney_C1_Epithelial_Cells_unassigned ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SPATA22,PAMR1,CTD-3037G24.3,RP11-452H21.1,CMC2,CSMD2,TAOK1,NHS,NRG3,PTH1R,DLGAP1,TRABD2B,SLC13A3,PBX1,C10orf11,PTPRD,LRP2,MACROD2,GMDS-AS1,MAST4,CALD1,MEIS2,FARP1,EPB41L3,CPQ,GPX3,ZBTB16,TLN2,PLCL1,SLC5A12,NPAS3,RAPGEF2 STANDARD_NAME Lake_Adult_Kidney_C2_Podocytes ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PTPRO,MAGI2,PTPRQ,PLA2R1,NPHS2,CLIC5,NTNG1,NPHS1,ST6GALNAC3,PODXL,CTGF,PLCE1,DPP6,NPAS3,FGF1,ADAMTS19,CTC-340A15.2,FMN2,CH17-437K3.1,DACH1,MAGI2-AS3,TARID,IQCJ-SCHIP1,SPOCK1,NPNT,C14orf37,SPOCK2,NFASC,SEMA5A,RP11-550H2.2,CDC14A,NEBL,ZNF804A,ATP10A,ABLIM2,NES,MME,ALS2CL,RYR3,ARHGAP28,HTRA1,UNC5C,SULF1,ARHGEF26,CR1,TGFBR3,DACH2,SRGAP2,PCOLCE2,FYN,WIPF3,SRGAP2C,ENPEP,VEGFA,LRRC2,CDKN1C,CMAHP,COL4A3,ST3GAL6,KIRREL,ZDHHC6,IQGAP2,PARD3B,RBFOX1,FRY,KLHL29,CBLB,INTS12,TENM2,VTI1A,MGAT5,CRIM1,SOX2-OT,PCED1B,TENM3,ITGB8,RERG,DOCK5,TJP1,PTPRD,CCDC91,CERS6,EXPH5,PRKG1,MTSS1,DST,CMYA5,LARGE,UACA,RP11-307N16.6,CA10,SRGAP1,KCNQ1OT1,GOLIM4,ACTN4,DLG2,ROBO2,FBXL7,MPP5,KLF7,MYH9,EPB41L5,COL4A4,MYO1D,FAM134B,GULP1,PDLIM5,MYO1E,ARHGEF3,MYO1B,ZNRF3,CTDSPL,PALLD,FRMD3,SGIP1,APBB2,CACNB2,SLC7A8,ADAMTS9,KANK1,ZSWIM6,PARD3,THSD7A,BACH1,ITGAV,CPNE8,MIB1,SLK,PTH1R,PTPN13,GPC6,ARHGEF12,TANC1,NLK,RABGAP1L,FTX,ADAMTS9-AS2,TET2,GPHN,CTTNBP2,PHACTR4,PAWR,AHNAK,GMDS,MACF1,CALD1,P3H2,AKT3,CSPP1,FAT1,DOCK4,RBMS1,RASSF8,RP11-665G4.1,MAML3,PTPN14,GHR,ITGA1,WWOX,PICALM,PSD3,PLXDC2,BCKDHB,RDX,BICD1,CPEB4,CEP112,KIF13A,TEAD1,XIST,PAN3,UBE2E2,SIK3,PDE7B,SBF2,SSBP2,SH3RF1,SEPT11,FNDC3B,EML4,GPX3,ANKRD36,RAI14,QKI,SPATS2L,PCNXL4,FCHSD2,IGF1R,SPAG16,UTRN,FMNL2,MACROD2,HIVEP2,LUC7L3,PAM,CDK6,ERC1,ROCK1,ADD3,UBA6-AS1,CCDC148,CAST,RNF150,NCOA1,MBD5,DYNC2H1,ANKRD12,TBC1D1,CPQ,MSI2,BMPR2,SOX6,TMEM245,ERBB2IP,ANKRD11,KIF1B,EEA1 STANDARD_NAME Lake_Adult_Kidney_C3_Proximal_Tubule_Epithelial_Cells_S1_S2 ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CUBN,SLC5A12,RP11-556I14.1,ACSM2B,SLC13A3,SORCS1,AFM,ACSM2A,SLC16A9,SMIM2-AS1,PLG,SLC13A1,SLC17A1,LRP2,GRAMD1B,SLC2A9,PCDH15,PDZD2,RP11-66B24.5,PTH1R,ZNF804B,LINC01060,LINC00871,SLC4A4,RP11-556I14.2,RHOBTB1,TINAG,TRPM3,RAB11FIP3,MME,SUGCT,MIR100HG,ANKS1B,CTD-3179P9.1,AGXT2,SLC28A1,SLC17A3,NOX4,KCNJ15,DPYS,RMST,ACMSD,SLC16A12,RP1-154K9.2,EBNA1BP2,NCKAP5,ALDOB,GLYAT,FGGY,EPB41L3,RNF152,TRABD2B,MSRA,L3MBTL4,WDR72,ENPEP,NLGN1,FKBP5,DLG2,NHS,PTH2R,C10orf11,FHIT,PKHD1,BHMT,RP1-78O14.1,PDE4D,BNC2,ZBTB16,SYNE2,PLEKHA6,PDE7A,RALYL,KCNQ1OT1,PTPRD,PLEKHA5,RORA,SLC1A1,INADL,GPHN,PCSK5,ADAMTS9-AS1,PPARA,PRUNE2,ZBTB20,RP11-665G4.1,HPN,GOLGA4,ERRFI1,LINC01515,CDK14,CNTN4,SNX29,TNS1,FRMD4B,MAST4,UBE2E2,TTC28,SAFB2,FRAS1,SORBS2,SAMD5,C1orf186,MAP3K13,SLIT2,FTX,INSR,GPX3,RERG,SRRM2,AIG1,CRYL1,PARK2,WWOX,PDE8A,FRMD3,RABGAP1L,GPC6,ASTN2,PTPRM,PLXDC2,PPP1R21,CUX1,RP11-96H19.1,GALNT14,CGNL1,CALD1,DIP2C,NRP1,WDR60,LL22NC03-2H8.5,SETBP1,ZHX3,GMDS-AS1,RP1-60O19.1,ANK3,TLN2,LUC7L3,NFIB,ULK4,PCLO,CRADD,ABLIM1,IGF1R,PBX1,DENND1A,P3H2,CLDN10,BCL2,PLEKHA7,PARD3,SDK1,PTPRJ,ANK2,NEAT1,CSPP1,FGD4,AGAP1,ANKRD26,LINC01320,HIBCH,CNKSR3,TNRC6A,BCAS3,TFDP2,RBM25,KANK1,MACROD2,FARP1,RBM6,DANT2,NFIA,PAX8,AKAP13,MAPK10,FHOD3,THOC2,GALNT18,PTPRG,GOLGB1,PNISR,VPS13A,SCAPER,ZBTB38,VWA8,LPP,ARHGAP6,NEDD4L,PUM3,WDFY3,ANKIB1,COL4A1,ENOSF1,CWF19L2,SREK1,EXOC4,TEAD1,DPH6,C14orf105,CPM,KANSL1L,LINC00969,ASH1L,EHBP1,MYO6,TNRC6B,PRRC2C,MBD5,C9orf3,UGT2B7,SCMH1,TACC1,N4BP2L2,SIPA1L1,SIK2,SUMF1,PCCA,RERE,SMYD3,COMMD10,SNHG14,CHD9,TRPS1,RBM47,SPAG9,PPFIBP1,ANKRD11,SRSF11,MGEA5,MLLT4,ARHGEF28,ZC3H13 STANDARD_NAME Lake_Adult_Kidney_C4_Proximal_Tubule_Epithelial_Cells_S2 ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS C1orf186,DLGAP1,ITGB8,CDH6,TMEM178B,ACSM2A,ACSM3,RP5-887A10.1,CLSTN2,ALPK2,AKAP12,CREB5,PKHD1,BICC1,TPM1,BNC2,PTH2R,ZBTB20,PPFIBP1,PARD3,UGT2B7,C10orf11,TNIK,NHS,PRUNE2,SLC17A1,TTC28,BCL2,DCDC2,PTPRD,OXR1,SEMA5A,SDK1,RERG,LRP2,GPC6,AGBL4,PDE4D,NRG3,LINC01320,NOX4,ACSM2B,PDE7A,SORBS2,MACC1,KLF6,MAML2,STOX2,ADAMTS9-AS1,NLGN1,FHOD3,SLC2A9,GALNT14,CLIC4,RBMS3,KCNJ15,NEAT1,CNKSR3,C14orf105,CALD1,DGKH,RHOBTB1,FAM134B,PTPRM,PTPRK,LPP,UBE2E2,GLIS3,L3MBTL4,SPATS2L,PLXDC2,ZBTB16,GULP1,FHIT,ARHGAP26,SAMD4A,SLC16A12,ANK3,SCMH1,FARP1,WWC1,TRIO,SYNE2,NRP1,PLEKHA5,AC012593.1,NFIA,CNTN4,RBPMS,NCKAP5,FMNL2,SOX6,PICALM,TRABD2B,COL4A2,FTX,ITSN1,FOXP2,SLC13A1,PAX8,AGAP1,FKBP5,SIPA1L1,NFIB,SSH2,PLCL1,RORA,EPS8,DLG2,EXT1,PAM,MAPK10,C9orf3,EXOC4,COL4A1,WWOX,MBD5,GMDS-AS1,NTN4,WDFY3,KANSL1L,KANK1,RNF213,ABLIM1,ARHGAP6,MAST4,PTPRG,RP1-60O19.1,SVIL,PARK2,PDLIM5,RASAL2,ZBTB38,COL18A1,DNAH14,CDK14,TCF12,RAPGEF2,CUX1,PARD3B,ITGAV,INADL,PDE8A,EPB41L4A,P3H2,ARGLU1,ANKIB1,KLF12,MEF2A,RERE,PPP1R9A,SBF2,BDP1,AKAP13,KANSL1,DLG1,CDKAL1,DANT2,CAMKMT,ZFAND3,ERRFI1,IGF1R,NBEA,CRIM1,GNAQ,SHROOM3,FAF1,PTK2,KIAA1217,DIP2C,ANKRD26,SUMF1,EIF4G3,GLS,WDR60,VPS13A,SASH1,VWA8,BRE STANDARD_NAME Lake_Adult_Kidney_C5_Proximal_Tubule_Epithelial_Cells_Stress_Inflam ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AL133247.2,GRIN2B,DRD3,PRSS51,AC012512.1,RNA5SP475,RP1-267D11.6,RRH,KLHDC8A,ADAMTS8,RP11-382A20.4,LINC00635,ANK1,RP11-736N17.8,LINC01255,RP11-286M16.1,DNAH2,BTNL10,AC002463.3,GACAT3,CTB-171A8.1,CSMD2,GNGT2,CTD-2378E12.1,RP11-1157N2__B.2,GABBR2,LINC00402,IL36B,LINGO1,RP11-282I1.1,TEX36,CDON,FRMD6-AS2,TMEM214,SLC26A3,EPHA8,LRFN2,DPP10,CAMK4,CLUAP1,PTMS,AFM,RASGEF1B,AL163953.3,RP5-881L22.5,FXR2,ZNF614,PDHX,C2orf27A,FSIP1,PARP10,PTH1R,MOGAT1,LINC01322,CCDC149,SLC22A11,MARK2,TTC23L,LINC00893,AC007682.1,PLG,LRRC4C,RUNX1,CTC-260E6.6,GRAMD1B,WDR19,LINC00276,CTD-2269F5.1,SLC28A1,NFIX,CLTC,ASS1,CNTNAP2,TENM2,SMIM24,AC004870.3,C11orf65,CSMD1,ABCC2,NRP1,AGMO,ENPP6,SLC5A12,DNM1,CYP2R1,RAB11FIP3,MMP15,CUBN,UPB1,DAB1,CNTN1,GUSBP11,NRSN2-AS1,INSR,SLC7A7,MIR100HG,NSMF,SORCS1,PCDH15,SLC22A7,URGCP,SAFB2,RNF220,PAPPA2,AFMID,KMT2B,SLC22A12,ASPSCR1,SLC7A8,MIOX,MACROD2,RP11-798K3.2,LINC00671,SLC13A3,FAM46A,SMIM2-AS1,CFAP46,AC009120.6,RNF212B,LENG8,BRD9,HPN,GPX3,ACSM2B,PLEKHA6,MAPT,KIAA1919,TNS1,TMEM63A,RP11-665G4.1,MTRNR2L1,RP11-556I14.2,OTUD7A,BCOR,RP11-556I14.1,PPARA,ABAT,DHTKD1,ZBED3-AS1,EYA2,MLXIPL,SRRM2,SIPA1L3,C19orf12,ACSM2A,TENM4,PCK1,USH1C,ANKS1B,SHISA6,LUC7L3,LARGE,SLC2A9,PDZD2,RP11-479O9.4,DHRS3,MCTP1,NSUN6,LINC01239,SLC16A9,METTL7A,AGXT2,ANPEP,KCNK5,CYP4A22-AS1,LINC01060,PDE4D,PGPEP1,BBS9,AP3D1,KIF12,EPHX2,CYP3A5,GLIS1,COL27A1,TCEA3,TIMM23B,RASSF4,ACSF2,RBM25,ZBTB16,RGN,DNM2,PRODH2,DCC,COL4A1,CTNNA3,SLC39A11,LARP1,LINC00871,VDR,LRP2,ASPA,KIFC3,AC026188.1,TRPM3,UPP2,HOOK2,PRUNE2,C9orf85,HNF1A-AS1,PPP1R16B,RP11-66B24.5,SUGCT,TOB2,IL1RAPL2,AQP4-AS1,AK4,GALM,BNIP3L,OPHN1,ZC4H2,HECW1,BRD4,NFIC,KIAA1549,CACNA1C,THOC2,RP11-37B2.1,SLC22A6,MME,CCND3,ROBO2,LINC00894,STX8,CTD-3179P9.1,SLC16A12,FGGY,CRYL1,UNC13B,MYRIP,MAOB,TNRC6C,ZC3H13,ATXN7L1,CCDC191,NFE2L1,GON4L,MYO6,SLC16A10,FKBP5,BAZ2A,LINC00907,RP11-106M3.2,MAL2,PFKL,SLC36A2,NCKAP5,NRG1,NELL1,SREK1,TPCN1,ZNF804B,NHS,PPM1L,DPYS,TRABD2B,UPF2,SHANK2,CDR2,LINC01515,PIGL,UBN1,ZMAT1,TNRC6A,RBM6,CMBL,SLC4A4,UPF3B,CSPP1,MAP3K13,ALDOB,DZIP1,SLIT3,SLC13A1,POR,SRRT,GADD45A,RAPGEF3,LIN52,GTF2IRD1,PPP6R2,EBNA1BP2,SLC17A1,CHRM3,RP1-78O14.1,LSAMP,RIMS2,RHOBTB1,TTTY14,PIP5K1A,ZNF708,SLC47A1,SPEF2,SLC43A2,RNF152,TLN2,ALDH6A1,NQO2,C4orf19,ADGRV1,GMDS-AS1,FRMD4B,BHMT,TPD52,ANKRD11,NR6A1,ACACB,SLC1A1,KDM2A,NCOR1,SNX29,DOK6,WDR60,CUX1,ENOX1,FMN1,PRLR,DMD,FAM227B,AK9,CHD2,ZNF826P,PHF20,KAT6B,WDR13,GCNT2,BCL2,TAPT1-AS1,WWOX,PPP1R21,CCAR1,KCNJ15,PLCG2,SMG6,CACNA1D,SHROOM4,PHF14,PRRC2C,CRADD,OPTN,EPS8L2,RGL3,ASTN2,PLEKHA7,ADD1,TCF25,PRKAG2,ZNF91,WIPF1,KIAA1671,SAMD5,UBE4B,AIG1,AC012593.1,ENOSF1,CNTN4,TMEM232,SORBS2,TFDP2,ULK4,FRAS1,ARHGAP26,CTSH,ACIN1,FRMD4A,AC002539.1,LL22NC03-2H8.5,ARHGAP10,IGF2BP2,NT5C2,RIN2,SMARCC1,LINC00969,PAX2,RBM47,NUMB,DLG2,AGPAT3,SUCLG2-AS1,ITSN1,ATP2A2,PRKRIP1,GHR,PCSK5,SUCLG1,MDN1,MSRA,ARHGAP42,OSBPL1A,PRPF38B,FRMD3,CCDC64,PNISR,HIP1,SRSF11,CYTH1,PAQR5,LMCD1-AS1,P4HA1,EMX2OS,PRICKLE2,LUC7L,FGD4,ECHDC2,ITCH,ZC3H6,ZHX3,TANC2,DIP2B,KIF26B,CFDP1,NFKBIA,SEMA4D,EIF5B,ASXL1,BAZ1B,PTPRG,SRPK2,ARID4A,RNF115,DEPTOR,HMGB1,RORA,CREBBP,ZFC3H1,PLEKHA5,MGEA5,DPH6,TRA2B,PPP2R5E,TBCA,USP8,AKAP13,EGR1,YTHDC1,CHD6,SCAF8,XPC,PRKCE,PAX8,RBM39,PDE10A,LINC00271,FOS,TNRC6B,SPPL3,GOLGB1,GAS5,MET STANDARD_NAME Lake_Adult_Kidney_C6_Proximal_Tubule_Epithelial_Cells_Fibrinogen_pos_S3 ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS FGA,FGB,AGT,RP13-143G15.4,SERPINF2,PDZK1IP1,SLC34A2,C1orf186,SERPINE2,UNC5CL,TNFSF10,PRUNE2,CDH6,DOK6,GBP2,MGST1,GCLC,SQSTM1,RNF213,RARRES3,APOL6,LRP2,AOX1,FTL,LINC01320,CXCL14,SPP1,HIST1H2AC,RP5-887A10.1,PLCH1,SLC22A2,SMIM2-AS1,UGCG,SOD2,MT1G,TINAG,ODC1,GULP1,MIOX,GATM,PTPRK,FNIP2,SYNE2,LPGAT1,HSPD1,SEMA6A,TKT,CNTN4,RASSF4,SLC27A2,ACMSD,IL1R1,ATM,TXNRD1,HSPA5,GLRX,CTSB,NRG1,ATP11A,LINC00278,CRYAB,LRRK2,RALGAPA2,PARP14,NRP1,MPP6,TAF1D,CFI,MAST4,ALDH6A1,SERPINA1,CTSL,FBXL7,HSP90AA1,RRBP1,TGM2,STAT1,KRT18,HINT1,ADAMTS9-AS1,EPS8,ZNF462,ZBTB38,SNX13,PNRC1,ABCC4,TFPI,NFIA,NLGN1,HOOK1,SPTLC3,SLC13A1,RP11-123O10.4,HLA-E,VMP1,MSRA,C6orf62,LAPTM4A,SLC3A1,NEAT1,SIPA1L1,RPL27,VPS13A,FTH1,PEBP1,ASH1L,TMBIM6,MAML2,ITGB8,MACC1,RPLP0,CD59,TMSB10,PTGR1,ZBTB20,GPX3,SVIL,HSP90AB1,RPL18,CLIC4,FGGY,CALM1,KCNIP4,DICER1,SKAP2,DNAJC1,FMNL2,WWTR1,RNF19A,CNKSR3,CLU,CNDP2,CYB5A,CANX,PLSCR1,AGAP1,PLEKHA1,FAU,CHD1,NT5C2,ZNF292,RPS16,CTSH,PHLDB2,COBL,NUFIP2,CD24,AKAP12,CCNL1,CNN3,ARHGEF3,AHI1,BTG1,FCHO2,SSBP2,RPS19,SPATS2L,L3MBTL4,CIB1,TAX1BP1,RPS23,SPAG9,PITPNC1,KIF21A,TRPS1,SOD1,TM9SF3,CCT6A,RPS15,OCIAD1,NCKAP5,LL22NC03-2H8.5,GALNT14,RP11-33B1.1,FOXP2,MACF1,ENO1,EZR,CAB39,HSPA9,RPS20,FAM135A,ZFAND5,TMTC2,ASCC3,ARHGAP5 STANDARD_NAME Lake_Adult_Kidney_C7_Proximal_Tubule_Epithelial_Cells_S3 ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MT1G,CXCL14,PDZK1IP1,MT1E,RPLP1,AQP1,TMSB10,RPS23,GATM,ANPEP,RPL34,RPS8,RPS19,RPL13,RPS28,GPX3,RPL21,RPL13A,RPLP2,FTL,RPS20,RPS12,RPS21,ATP5E,CDH6,C1orf186,RPS6,TPT1,RPL35,RPS16,RPL37A,RPS27A,UGT2B7,RPL37,RPS14,RPS24,AKAP12,RPL23,SERF2,FTH1,ALDOB,COX7C,TPM1,HLA-A,ITGB8,CTSB,EEF1A1,RPS25,RPL32,RPS7,C11orf54,DLGAP1,RPL38,RPL27,RPS18,RPL9,PPFIBP1,RPL35A,RPL24,RPL27A,RPS13,RPL11,RPS9,SDC4,MT2A,RPL8,RPS17,FAM134B,RPL31,RPS15,SLC17A1,CALD1,KLF6,RPL6,PTMA,LAPTM4A,RPL12,EZR,RPS11,KCNJ15,RPL14,SLC16A12,PEBP1,RPL5,LRP2,HSPA5,PARD3,RPS4X,SLC13A1,CCNI,RPL3,BNC2,ZBTB38,PABPC1,PTPRD,BCL2,MTATP6P1,CNDP2,PSAP,RPL7,CALM1,NOX4,AGBL4,ARID5B,TTC28,DCDC2,HSPD1,COX4I1,PICALM,COL4A2,COL18A1,CNKSR3,RPL18,EEF2,ITGAV,RERG,GALNT14,RPL7A,RPSA,HINT1,NPM1,WWC1,NUCKS1,SIPA1L1,NUMB,NFIA,SPATS2L,SDK1,HSP90AB1,CD63,RPS3A,NCL,RPL19,RPL4,S100A6 STANDARD_NAME Lake_Adult_Kidney_C8_Decending_thin_Limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS VCAM1,CPE,CYP24A1,TFPI2,TNFSF10,SLPI,SPP1,SLC34A2,TNFRSF11B,ADAMTS1,SERPINA1,GSTP1,H3F3B,CRYAB,RPLP0,EDIL3,CLU,RPS2,RPS6,KRT18,ID1,SOD2,SAT1,NFKBIZ,C8orf4,RPL3,RPL10,RPL19,TGM2,ODC1,TACSTD2,RPS5,CTSL,GNB2L1,HSP90B1,HINT1,EEF1A1,RPL10A,ACTG1,PFKFB3,RPS4X,RPL13,HSP90AA1,RPS27A,ATHL1,CEBPD,CIB1,RPL6,RPL5,RPS16,RPL15,LRRK2,IGFBP7,RPS18,ARHGAP29,PRDX1,RPL4,S100A10,LAPTM4A,RPSA,RPL7,TIMP1,PDIA6,BTF3,ANXA2,RPS8,CNBP,RPS3A,KRT8,NACA,RPS19,RPS14,GAPDH,RAN,EHF,RPL7A,NPM1,HSP90AB1,CD24,MYL12B,EPCAM,RPL13A,MMP7,RPL31,PCBP1,RPL11,TPT1,ZFP36L1,EEF1B2,ITGB6,NAMPT,RPLP1,EIF4A2,TXNIP,RPL18,RPS7,ENO1,HSPD1,ITM2B,RPL14,CD59,ERMP1,ANXA5,B2M,S100A6,CYSTM1,GDF15,EIF1,RPL8,PPIA,PEBP1,YWHAB,IFITM3,YBX1,ARF1,RPS15,TMBIM6,MT2A,DDX5,FTH1,ASAH1,RPS23,RPS11,CANX,XRCC5,RPL12,ACSL4,LDHB,EPRS,ADAM10,TMSB10,CD63,RPS25,RPS13,RPL24,DYNLT1,MYL12A,CLTA,PTMA,ZNF770,HNRNPA2B1,RPL32,PSMA7,GAS5,RPS27,PPIB,SRP14,VMP1,FAU,CCT6A,UGT2B7,LINC01320,RPL21,PABPC1,NGFRAP1,LMAN1,SOD1,HIF1A,SKP1,ATP6V1G1,CDH6,EGR1,RPS24,MYL6,FTL,CD164,RPL30,DUSP6,NCL,RPS9,PSMB1,SERPING1,ALDH1A2,RHOA,SRSF3,RPS20,PDIA3,RPS12,HLA-B,UBA52,CAPN2,RPS17,MAOA,IL6ST,RPL9,EIF4G2,PLEKHA1,GPX1,RPL23,LDHA,LINC00657,REEP5,TPM1,TPI1,RPLP2,PKM,PLOD2,TFPI,BTG1,EEF2,FOXP2,UBB,EDF1,PGK1,KIF5B,HSPA8,EID1,RPL41,RP11-745O10.4,SERBP1,DSP,RPL37A,EIF5,RPL35,HLA-A,APLP2,MET,RTN4,AC012593.1,PTBP3,NDUFA4,TPM3,CTSB,CALM1,TMEM59,JAK1,PTTG1IP,TSC22D1,UBXN4,GNAS,PFDN5,AP000769.1,CNDP2,RASD1,ITGA2,ADGRG1,SF3B1,CD9,PTGES3,CYB5A,HSPA5,VCL,HNRNPR,SLC38A1,RPL34,HNRNPDL,SERF2,ATP5A1,ALDOA,PAX8,HNRNPU,SASH1,TMF1,DSTN,LITAF,HNRNPM,CSDE1,SEC62,FUBP1,NAP1L1,EEF1D,HNRNPA3,IQGAP1,PAPOLA,SARAF,KTN1,HNRNPC,RPS28,TAX1BP1,MYO9A,HMGB1,TAF1D,PRPF40A,ARHGAP5,HIPK2,HSPA9,NFE2L2,CIRBP,UBE2D3,CHD1,CCNI STANDARD_NAME Lake_Adult_Kidney_C9_Thin_ascending_limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CLDN1,CRYAB,TNFRSF11B,AKR1B1,CD24,LDHB,SLPI,GSTP1,EEF1A1,SLC34A2,RPS6,MYL12B,RPL3,SPP1,TACSTD2,RPLP0,CLDN10,MAL,GNB2L1,ERMP1,ENO1,RPL19,TMEM176A,C8orf4,ITM2B,RPS4X,RPS2,RPL15,RPL10,RPS5,BTF3,CYSTM1,H3F3B,FTH1,RPL5,PEBP1,IGFBP7,SIM2,HSP90AA1,RARRES2,RPL6,GDF15,SERPINA1,HSP90B1,ACTG1,RPL4,KRT7,NPM1,MYL12A,RPS8,EIF1,FTL,RPS3A,MPC2,DANCR,TIMP1,RPL10A,RPL13,GAPDH,SCCPDH,EPCAM,LDHA,GPX1,NACA,SAT1,ANXA2,PPIA,RPL7A,RPL7,CD59,PRDX1,SOD1,MAL2,IFITM2,B2M,TPT1,TPM1,S100A6,HINT1,PSME1,RPL11,PON2,PTTG1IP,MYL6,PFKFB3,IFITM3,ARHGAP29,RPS18,CYS1,SRP14,CLU,EIF4A2,CBR1,GOLM1,MAOA,APLP2,RPS16,CD9,RPL8,RPL13A,RPS11,TMBIM6,TMEM59,RPS27A,S100A10,GSTM3,CALM1,TGM2,HSPD1,RPL31,SYTL2,RPL14,SOD2,RPSA,SLC16A5,C12orf75,UGT2B7,RAN,CYCS,REEP5,PGK1,JTB,RPS20,RHOA,NGFRAP1,XRCC5,RPS13,UBB,RPL18,RPS23,CIB1,YWHAB,RPS14,HNRNPA2B1,RPLP1,CD63,PSMB1,DDX5,GNAS,SDHA,PABPC1,HSP90AB1,KRT18,ANXA4,RP11-745O10.4,NAP1L1,APP,RPS12,TPI1,CANX,NDUFA4,CNBP,PKM,VMP1,RPL24,DZIP1,LAPTM4A,TFPI,PDIA3,PPIB,LAMTOR5,ATP5C1,ATP6V1G1,PFDN5,RPS7,HLA-B,ATP5G3,TNFSF10,PDIA6,ALDOA,SLC25A3,YBX1,CYB5A,COX4I1,DSTN,RAC1,RPL12,ATP6V0E1,FOXP2,RPS3,RPS19,SARAF,ANK2,ARHGAP24,PRDX6,EID1,BICC1,RPL9,UBXN4,ASPH,SKIL,SASH1,BTG1,TAX1BP1,RPS25,RPL32,HOOK1,EIF4G2,SRSF3,PSMA7,DEK,FAU,SCIN,CLINT1,COX7C,LYPLAL1,ARF1,SERBP1,ATP5B,SERF2,COL4A3,RPL23,RPS17,CCT6A,RPS9,ANXA5,RP1-60O19.1,UBA52,ATP5A1,CNDP2,RPL30,HNRNPR,SEPT11,AIF1L,HNRNPC,RPS15,RPL21,OCIAD1,RSRP1,HNRNPA3,MET,RTN4,AP000769.1,RPL34,WFDC2,RPS24,RPL35,FCHO2,SF3B1,CCNI,HNRNPM,NCL,CSDE1,HSPA5,ADGRG1,NCOA7,PLEKHA1,IVNS1ABP,HNRNPDL,KIF5B,TPR,CIRBP,VAV3,TGOLN2,RBBP8,EEF1D,EEF2,VPS13C,RPLP2,PTMA,JAK1,NTN4,HNRNPU,ACSL4,RPL37A,UBE2D3,CTNNA1,ZFAND5,CAST,HECTD1,HIF1A STANDARD_NAME Lake_Adult_Kidney_C10_Thin_ascending_limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SPP1,SERPINA1,SOD2,C8orf4,ADAMTS1,G0S2,ITGB6,MT2A,EMP1,LDHA,GADD45B,BTG1,S100A10,GOLM1,S100A6,CIB1,ENO1,IFITM3,CD59,TXNIP,SLC4A7,DUSP23,SLPI,SAT1,UMOD,NCOA7,TGM2,FTH1,SERPING1,RASD1,IFITM2,CBR1,HNRNPA2B1,ID2,HSP90B1,TFPI,GDF15,RIMS2,EPCAM,CEBPD,RPLP0,HSPD1,KRT7,KRT18,IDH2,CLDN10-AS1,RPS2,GAPDH,LINC01503,SLC25A5,IER3,WFDC2,FTL,CPM,CD44,CD74,LRP10,TIMP1,LDHB,LAPTM4B,VMP1,EFNA5,MGLL,DNAH5,SNX10,ZFP36L2,NEK10,H3F3B,PLOD2,RPS16,UBB,S100A11,JTB,GSTP1,CPD,SLC16A7,CD63,SRP14,TSC22D1,TPT1,PTTG1IP,CRYAB,RPS6,ARPC1B,GHITM,CCT6A,ARFGAP3,IVNS1ABP,DBI,ATP1A1,KNG1,RPS19,CD24,PFKFB3,TMBIM6,PKM,SIM2,GNB2L1,EIF5,CLDN10,PRDX1,RARRES2,RPLP1,B2M,BCL6,RPL19,RAN,ANXA5,GPX1,CTSB,GNAS,HSBP1,MCL1,RPS23,PPA1,NAMPT,UQCRFS1,ALDOA,MAOA,EIF1,RPS27A,RPL15,CACNA2D3,YBX1,MYL12B,RPL11,PCBP1,LINC01158,HINT1,ERRFI1,RP11-745O10.4,ITM2B,PEBP1,SERF2,SOD1,BTF3,TPI1,XRCC5,SLC38A2,PON2,CYCS,ACADVL,YWHAB,TMEM59,SDCBP,RPL13A,NDUFA4,RPS18,RPS5,ITM2C,PSMA7,PDIA6,HSP90AB1,TNFSF10,RPS20,GNAI1,SPPL2A,CDH16,SEC14L1,CCT3,APLP2,PNRC1,PPIA,RPL13,FAU,EIF4G2,MTCH1,MYL6,COX5B,RPS29,RPL3,CANX,RPL10,ELF3,ZFAND5,DNAJA1,SEPW1,PLEKHA1,RPL14,RPSA,RPS4X,EEF1A1,CYSTM1,RPL6,SASH1,COX4I1,LINC00982,ARF1,DDX5,NPM1,HSPA9,ATP5G3,RPL4,MRFAP1,RPL7,RPS11,ATP5A1,ATP6V0B,RHOA,NRXN3,RPS12,HSP90AA1,MYL12A,RPS15,RPS3A,ATP5E,RPLP2,CD46,RRBP1,LRRFIP1,TACSTD2,PABPC1,HSPA8,LITAF,PSAP,PTPN11,RPL7A,UBXN4,STK24,ITPR2,FAM135A,RPL8,PGK1,PLSCR1,DEK,TPST1,RPS14,SARAF,RPL10A,YBX3,C6orf62,GCC2,HIF1A,ITGA2,UQCRB,RPS13,RPS7,RPS8,PSMB1,HSPH1,EIF4A2,CAPN2,CNN3,CNBP,RPS17,SRSF3,LINC00657,KIF5B,BACE2,PRKD1,CXXC5,RPL31,CNDP2,ACTR2,PAPOLA,RPL5,LAMTOR5,TAF7,UBA52,PDIA3,TAX1BP1,ANXA2,COX7C,PFDN5,HADHB,RPL32,RPL24,RPL18,HADHA,TNS3,RPS27,ACSL4,DEPTOR,RPS25,HLA-E,CD164,REEP5,EEF2,OSMR,CD81,RPL30,NCL,ADGRG1,RPL37A,CLINT1,PNPLA8,OCIAD1,PRDX6,LINC01320,HNRNPM,EEF1D,GSPT1,STAT3,RPL41,ZMYND8,DSTN,APP,HLA-B,RPL12,OSBPL3,NUFIP2,ATP5B,RPS24,SF3B1,TOP2B,PLPP3,ITGB1,DIAPH1,PPP2R3A,HIPK3,RALGAPA2,RPS28,RPS9,CTNNA1,ATP5C1,PTMA,HNRNPDL,JAK1,ATP6V0E1,FCHO2,SLC25A3,IQGAP1,CCDC186,ANKRD10,NARS,CSDE1,EPRS,EID1,PTGES3,RPL21,UBC,ACTG1,ADAM10,PITPNC1,HLA-A,SKAP2,UBE2D3,SERBP1,HNRNPU,FNIP2,RPL35,RPL9,TM9SF3,ZC3H11A,VPS13C,ZC3H15,SEPT7,CDC42BPA,TMF1,CALM1,HNRNPR,HNRNPA3,MKLN1,MTUS1 STANDARD_NAME Lake_Adult_Kidney_C11_Thin_ascending_limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CLDN10-AS1,CACNA2D3,ITGB6,EFNA5,NEK10,SLC4A7,C8orf4,RIMS2,PCSK6,SPP1,SNED1,PRKD1,BCL6,TFPI,DNAH5,NRXN3,ADAMTS1,OR7E14P,FAM135A,ALDH1A2,PITPNC1,TENM4,PLCB1,ITPR2,VMP1,TPST1,MKLN1,PPP2R3A,RALGAPA2,LINC01320,SLC16A7,ZNF385D,KAZN,OSBPL3,SASH1,FOXP2,CA10,CPM,PDE1A,MGLL,LINC00982,PLOD2,HIF1A,SAT1,MYO1E,RUFY3,MAST4,PHF21A,KCNIP4,SERPINA1,NCOA7,SPIDR,TMTC2,PTPRG,LINC-PINT,TNS3,ITGA2,ZEB1,GPC6,PACS1,ARHGEF3,AP000769.1,TRIO,IVNS1ABP,SOD2,GOLM1,NOS1AP,EXT1,SGIP1,PAX8,MT2A,PRKCE,MECOM,RUNX1,KIAA1958,GLIS3,MAGI1,FNIP2,TANC2,SAMD4A,NEAT1,RFX3,BICC1,GCC2,DDX5,ERRFI1,PDE7B,TRPS1,CDC42BPA,ADAM10,SAMD12,UGT2B7,EIF4G3,ARHGAP24,ZMYND8,EEF1D,CTDSPL,C4orf19,PFKFB3,USP53,SSBP2,AC012593.1,ETV6,HIVEP2,RP11-33B1.1,MAGI3,CDH16,YAP1,SVIL,NCOA2,KIAA2026,RBMS1,ZSWIM6,IMMP2L,ACADVL,FCHO2,VPS13C,PLEKHA1,RBM47,ELF2,TRIM2,LAMB1,RP11-368L12.1,UGGT2,CAMKMT,RASSF8,ZFAND3,QKI,WWC1,DOCK1,PLEKHA7,LPP,MSI2,UBE2H,PCDH9,AFF1,GRAMD3,ASCC3,TBCK,CRADD,TRA2A,AHI1,TRAPPC9,PIBF1,STK3,ERBB2IP,MTUS1,ATP1A1,LRBA,DNAH14,PTK2,NIPBL,RP11-123O10.4,RP11-307N16.6,MYO9A,VPS13B,LRRFIP1,SDCCAG8,BRWD1,S100A6,TBC1D5,GALNT14,KIF13B,FOXP1,ADAMTS9,MED13L,ARHGEF28,COL18A1,NCOA1,SIK3,NFAT5,THRB,DIP2C,ADK,FBXL17 STANDARD_NAME Lake_Adult_Kidney_C12_Thick_Ascending_Limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS UMOD,SLC12A1,PP7080,KNG1,MFSD4,CLCNKA,PLAU,PPP1R1A,HSPA2,THY1,KCNJ1,EGF,CLCNKB,CKB,LINC00982,CST3,ATP1B1,RAP1GAP,CYFIP2,MTATP6P1,TMEM72,DEFB1,TSPAN33,COX5B,PEBP1,CXCL14,ATP5B,SFRP1,SERPINA5,SELENBP1,ATP1A1,RARRES2,TMEM37,WNK4,ESRRB,IDH2,SDC1,DNASE1,SLC25A4,LDHB,COX7B,SLC22A2,ATP5G3,COX4I1,PRSS8,USP2,CASR,ACSS1,NDUFB9,NDUFA4,ATP5G1,RP4-655J12.4,PSAP,CNP,OBSL1,COX6B1,MST1L,PLCB1,NELL1,NTRK2,MAL,MPC1,DNAJC19,ATP5A1,COX7C,IMPA2,UQCRB,TSPAN8,GSTM3,PDXK,CCDC64,CLCN5,ACSL1,PRDX3,OXCT1,GPC3,NUDT4,COX5A,SIM2,SLC25A5,METTL7A,NDUFB10,KCTD16,CYC1,RP11-16D22.2,NPC2,CYS1,RPL9,FGFR3,GOLM1,GAS6,UQCRQ,EEF1A1,RPS3A,UQCRH,PRDX5,COX7A2,EPHX2,SCD5,NDUFA1,PTGER3,COA3,NDUFS6,ENO1,RPS5,CHCHD10,CBR1,RPS9,RPS11,ALDOA,GNAS,HADHB,DNAJC11,SCHLAP1,NGFRAP1,CADM1,UQCRFS1,HS6ST2,CD59,RPS12,ATP5J,EIF3K,RPS14,CD24,SLC25A3,HSBP1,NDUFV1,ATP5H,RPL18,GAPDH,FAM213A,RPL3,HERPUD1,UQCRC1,UXS1,RPL7A,GOT1,PRDM16,COX6C,CYCS,RPS20,MPC2,NDUFB2,RANBP3L,RPL7,ITM2B,RP11-20I20.2,KIF12,PKM,RPS16,CIRBP,UQCR10,ESRRG,ATP5I,RPL11,BACE2,GPX4,PLXNB1,LINC01606,CA12,CD81,RPS28,RP11-511B23.2,PCDH9,RPS17,CDH16,RPLP1,UGT8,RPL13,SERF2,TMEM59,NNT,ATP5G2,ATP5E,MYL6,RPL13A,ANK2,EDF1,RPS27A,FAU,ATP5L,RPS29,ACADVL,LINC01158,RNF150,SCNN1A,ACACB,ATP6V0B,FKBP2,RPS18,CUTA,FAM171A1,SGK2,RPL8,RPL32,SLC3A1,SSR4,RPS23,APLP2,PTPN4,ALDH1A1,RPL37A,RPL10,TPI1,S100A6,RPL19,RPL24,SLC16A7,CAT,RPS21,PRKX,PDE1A,RPS8,PFKL,SMS,RPS19,PKP4,ATP5F1,LRRC75A-AS1,PDHA1,MRFAP1,RPS15,STK32B,SORL1,UBA52,PLCL1,CACNA2D3,RPL27A,CPT1A,SUCLG1,RPL5,RPL34,CRIP2,ITGB5,GPC5,SOD1,MYO3B,HIBADH,MGAT5,RPS4X,FTH1,RPS3,EFHD1,MDH1,TRIM2,PFDN5,CHCHD2,CPVL,AK3,SEPW1,RPS6,CLDN10-AS1,RPS27,RPS7,NRCAM,PPIA,RPL30,ATPIF1,RPL21,RPS24,RPS13,REEP5,ITM2C,TUFM,ATP5C1,UBB,HIP1,RPSA,NDUFA5,SORT1,TBC1D4,RPL10A,SLC4A7,RPS25,FOXP2,PPARGC1A,PLPPR1,RPL27,SGIP1,GNAI1,VEPH1,ERICH1,RPL41,CLDN10,UQCRC2,RPL35,DZIP1,RHOBTB3,SDHA,EPS8L2,RPL12,KIFC3,MGST3,IMMT,AIF1L,P4HB,RPL31,GHITM,MAGED1,S100A10,HPN,RPL35A,RPL15,FLNB,TPT1,SRP14,RPLP0,EEF2,RPL37,PIK3R1,IVNS1ABP,KCTD1,RPL6,RPL4,TACC1,RPL23,RPLP2,STXBP4,WLS,PPIB,LMO7,ANXA11,EPCAM,FMN1,CPEB3,OSBPL3,GNB2L1,APP,PLEKHH2,CGNL1,CCDC148,ACAT1,COL18A1,CAPN2,B2M,EEF1D,LLGL2,HSPA8,NACA,AFG3L2,BAG1,PTTG1IP,USP24,RPL14,SDC4,SULT1C2,GUK1,PGK1,ACSS3,TMEM161B-AS1,PPM1L,FREM1,NDUFS1,TMBIM6,RP11-475O6.1,PRDX6,NARS,CD63,ZHX3,TACSTD2,PTPN3,VAV3,CNDP2,NR2F2-AS1,KIAA1217,OCIAD1,FAM13A,COBL,SARAF,TMSB10,KCNQ1,HADHA,OXR1,SRSF5,EIF4G2,STPG2,ARHGAP24,DDX17,DSTN,YBX1,CPEB4,EID1,KIDINS220,SCP2,DENND1B,HLA-A STANDARD_NAME Lake_Adult_Kidney_C13_Thick_Ascending_Limb ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SLC12A1,GPC5,CASR,PLCB1,ERBB4,UMOD,CCSER1,RP4-655J12.4,EGF,ESRRG,LINC01606,SCHLAP1,RP11-16D22.2,PCDH9,CACNA2D3,LINC00970,NELL1,ENOX1,KCNIP4,PLCL1,STK32B,PDE1A,CCDC148,CLCN5,RANBP3L,KNG1,PKP4,ARHGAP6,KLHL13,CA10,CGNL1,HIP1,NAALADL2,OXR1,MECOM,CLCNKB,PPARGC1A,SGIP1,PHACTR1,LRP1B,PTGER3,ATP1B1,ATP1A1,TBC1D4,CYFIP2,NR2F2-AS1,IMMP2L,STXBP4,PTPN4,CCDC64,RHOBTB3,PKHD1,RP11-475O6.1,SKAP1,PTH2R,ARHGAP24,RP11-368L12.1,RNF150,OSBPL3,COBLL1,LRBA,MYO9A,COL4A3,FHIT,ADAMTS9-AS2,SULT1C2,SLC16A12,KLF12,NR3C2,ANK2,PRKD1,WWOX,EFNA5,TMEM161B-AS1,LL22NC03-2H8.5,FKBP5,LGR4,TAPT1-AS1,HIBADH,USP53,MACROD2,DANT2,ZHX3,DNAH14,NHS,TRIM2,FGD4,SOX6,RP11-96H19.1,AK3,SLC4A7,DDX17,GALNT18,TFCP2L1,SSBP2,KIAA1217,ABLIM1,CA12,LINC00969,KCNJ16,FOXP2,MAML2,PARK2,PDE7B,CLMN,PCCA,DPH6,AUH,VWA8,WNK1,TACC1,AGBL4,RNPC3,PNISR,PBX1,BCAS3,USP25,VAV3,WWC2,WDR60,IGF1R,THRB,DOCK1,NCOA2,MSI2,FBXL17,TNRC6A,GMDS-AS1,BRAF,LAMB1,ADK,BRE,SNHG14,FAF1,ANKRD26,CPEB4,KANSL1,TBCK STANDARD_NAME Lake_Adult_Kidney_C14_Distal_Convoluted_Tubule ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SLC12A3,RP11-457K10.1,EGF,TRPM6,TMEM52B,CACNB4,TRPM7,KLHL3,CNNM2,TEX41,RP4-655J12.4,ADAMTS17,WNK1,RNPC3,ERBB4,ESRRG,ABCA10,FGF13,GPC5,AC013463.2,CCSER1,CALCR,FMN1,SCN2A,ARHGAP6,LINC00645,MAML2,CPEB4,ABCA5,IL1RAPL2,ICA1,APBB2,ME3,CADM1,RP11-368L12.1,DACH1,PLCL1,FHIT,LINC00970,PIK3C2G,MECOM,KANK1,KNG1,COBLL1,CDK14,COL4A3,CCDC148,CA10,ZNF385D,WDFY2,CACNA2D3,FHOD3,NR3C2,TSC22D2,CASR,PLPPR1,SLC8A1,MITF,KCNJ16,PTGER3,PKHD1,FRMD3,LRBA,CACNA1D,TOX3,ITPR1,USP24,DANT2,XIST,PKP4,NOS1AP,FREM1,LRCH1,EFNA5,CLASP1,VAV3,NAALADL2,ADAMTS9-AS2,KLHL13,OSBPL3,OPHN1,PPARGC1A,ADGRL2,CBLB,ATXN1,CA12,PTPN4,BICC1,C10orf11,RNF150,ACSL4,GRB14,INPP4B,LGR4,FNDC3B,FBXL17,MSI2,GPHN,LIMCH1,NAV2,TACC1,PTH2R,SOX6,RP11-96H19.1,NHS,RORA,ARHGAP24,KCNIP4,KLF12,PNISR,SHROOM3,PDE10A,CTDSPL,PPP2R3A,ATP1B1,IVNS1ABP,TAPT1-AS1,CADPS2,BTBD9,FAAH2,SNHG14,TMEM161B-AS1,PARD3B,ANK3,MEF2A,TBL1X,LL22NC03-2H8.5,DYNC2H1,SKAP1,AGBL4,ABLIM1,DNAH14,ATP9B,ZNF704,DPH6,MAP4K3,PCCA,CGNL1,UBR3,NR2F2-AS1,AUH,MAPK8,PTPRG,FRAS1,IMMP2L,TRIM2,WDR72,KIAA1958,ANKRD26,THRB,SAMD5,WSB1,SNX29,C20orf194,FTX,ZNF518A,USP25,LRP1B,MACROD2,OXR1,KIAA1217,WWOX,EXOC6B,NEDD4L,RABGAP1L,AK3,TRAPPC9,SVIL,UBA6-AS1,RERE,SCAPER,PDE8A,GMDS-AS1,JPX,CAMKMT,SMYD3,CRADD,AGAP1,RHOBTB3,FAF1,TNRC6A,TNRC6B,RAD51B,SBF2,FGD4,MBD5,HDAC8,DST,MTR,TBC1D5,COMMD10,RBM25,FAM172A,KANSL1,SIK3,LINC00969,AHI1,VWA8,TCF12,QKI,EXOC4,CDKAL1,MAN1A1,BRAF,NCOA1,DCDC2,SAMD12,SH3RF1,RALGAPA1,VPS13B,HIBCH,BCAS3,C14orf105,NFE2L2,ARHGAP5 STANDARD_NAME Lake_Adult_Kidney_C15_Connecting_Tubule ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SLC8A1,LINC01099,CALB1,AC013463.2,TEX41,SNTG1,PIK3C2G,PDE4D,SCN2A,CADPS2,PRKG1,DACH1,ARL15,KCNIP4,MECOM,CCSER1,ESRRG,COBLL1,WNK1,ERBB4,AC019181.2,XIST,CCDC178,PCDH7,RP11-368L12.1,BICC1,NAALADL2,MPPED2,TOX3,RP11-123O10.4,FGF13,DPY19L2,NR3C2,KITLG,GLIS3,LRP1B,ADAMTS9-AS2,BMPR1B,PKHD1,FRAS1,FHOD3,IMMP2L,DCDC2,MID1,RAD51B,GRIP1,CDK6,GPC5,AGBL4,DEFB1,MLLT3,DANT2,SPIRE1,ZNF704,TMTC2,FHIT,ATXN1,RHOBTB3,KLF12,ATP1B1,NFE2L2,MAP4K3,SLIT2,CSGALNACT1,GAREM,MITF,TRHDE,PPARGC1A,SETBP1,PCDH9,PTPN13,RP11-475O6.1,MED13L,LIMCH1,GPHN,WSB1,MYO1B,RBPMS,ADGRL2,HSD11B2,SH3RF1,FNDC3B,RP11-96H19.1,BCAS3,FBXL17,MAPK8,ADK,C10orf11,BRE,MAML2,RALYL,PTGER3,CA12,PCCA,BRAF,PTH2R,GBE1,EXOC6B,RORA,SMYD3,BTBD9,FAF1,TCF12,ARHGAP6,SPIDR,DYNC2H1,OSBPL3,MAPK10,PRKCA,EFNA5,EPB41L3,LRBA,SBF2,LAMB1,SHROOM3,CD2AP,ITGA2,ITPR1,KIAA1958,KMT2C,STARD13,SLC16A7,TRPM3,FNDC3A,FAM172A,NEBL,SCAPER,TMEM117,SSH2,ANK3,KAZN,NLK,PPFIBP1,RABGAP1L,MACROD2,COL4A3,GULP1,VAV3,AUH,ZFAND3,LCOR,AC004980.7,RALGAPA1,COMMD10,SIK3,EXT1,DLG1,WWTR1,GLS,TRAPPC9,KCNJ16,TANC2,ARID5B,JPX,SCMH1,C14orf105,KANSL1L,AHI1,APBB2,RASAL2,FER,RNPC3,YAP1,USP25,ADAM10,MEF2A,AAK1,EIF4G3,HDAC8,LGR4,NFAT5,MAN1A1,ITGAV,PPP1R9A,GNAQ,TOX,CAMKMT,ADAMTS9 STANDARD_NAME Lake_Adult_Kidney_C16_Collecting_system_Principal_Cells_cortex ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TOX,PWRN1,MECOM,PDE4D,PDE10A,PAPPA,LINC01482,BMPR1B,PIK3C2G,AC013463.2,CADPS2,KSR2,PRKAG2,KAZN,ABTB2,TEX41,ADAMTS9-AS2,RALYL,ARL15,CCSER1,KCTD8,COL4A5,ST6GAL1,FRAS1,RP11-123O10.4,GATA3,RAD51B,GLIS3,C11orf80,AGBL4,COBLL1,TMTC2,PRKCA,IMMP2L,MPPED2,RBPMS,KCNIP4,ERC1,ANK3,AQP2,C1orf168,PTPN13,PLCL2,NAALADL2,TRPM3,CDK6,SCN2A,THSD4,TOX3,NR3C2,GRIP1,MACC1,DCDC2,THSD7A,MAPK10,PRKG1,SLC38A1,PKHD1,SLC8A1,PDE7B,MYH10,RP1-60O19.1,GAREM,SCIN,NFAT5,TANC2,HSD11B2,PTH2R,STARD13,PDE1A,DLG2,MED13L,SDK1,ZFAND3,AKT3,AFF1,WSB1,TGFBR1,MYO1E,ARID1B,FNDC3A,SPAG16,PPP1R9A,LIMCH1,AC034220.3,NDRG1,GLS,RALBP1,XIST,NLK,PARK2,SYTL2,NR2F2-AS1,SMARCA2,DANT2,LAMB1,SH3RF1,BAZ2B,WWTR1,BTBD9,MIR99AHG,MYO10,MAN1A1,ADK,SIK2,BCAS3,SMYD3,SSH2,PCCA,FER,MACROD2,FTX,SAMD12,NLGN1,NFIB,MBD5,TRAPPC9,TRPS1,FHOD3,MAML3,SCMH1,LRBA,EPB41L4A,KCNJ16,BRAF,AHI1,PTBP3,RP11-96H19.1,CD2AP,BRE,REV3L,NBEA,PTK2,ATXN1,FNDC3B,RABGAP1L,MTR,PDE8A,LL22NC03-2H8.5,SIK3,RBBP8,MAGI3,SNHG14,THRB,FAM172A,FAF1,ROCK2 STANDARD_NAME Lake_Adult_Kidney_C17_Collecting_system_PCs_Stressed_Dissoc_Subset ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ZNF165,FOSB,HMGCS1,ATF3,LDLR,SLC25A25,NR4A1,CTD-3252C9.4,KLF6,EIF2AK3,MLF1,SQSTM1,IDI1,ELOVL5,MIR4435-2HG,PDE4D,ABTB2,FOS,CRY1,INSIG1,EGR1,TEX41,HSPA5,SLC19A2,MAP3K14,ZFP36,BTG2,NEAT1,MSMO1,MACC1,MID1,DDIT3,LMNA,AC073218.1,UPP1,PPARGC1A,FAM110B,ESYT2,AC013463.2,RALYL,MECOM,MYO1E,VCL,BACH2,TNFRSF10B,BMPR1B,CCNL1,WSB1,IFRD1,GLIS3,ATP1B3,ARL15,FNIP2,PWRN1,CSGALNACT1,NPC1,GPX3,NFKBIZ,RTN4,CCSER1,CADPS2,SIK3,SREBF2,ELF3,IMMP2L,MYO1B,DNAJB1,NFAT5,SLC8A1,LGALS3,JUN,FRAS1,ZSWIM6,RAB7A,PRKG1,NAMPT,TOP1,PRKAG2,AGBL4,TMEM51,RP11-123O10.4,MCU,HSPA1A,RAP1B,YBX3,HSPH1,TOX,TPST1,JMJD1C,PRKCA,XIST,GRIP1,PIK3C2G,GAB1,BACE2,GLS,PALLD,TRAK1,EZR,ALDOB,DEFB1,SGPP1,NEDD4L,TPM4,HSP90B1,DUSP1,COBLL1,KRT19,ERC1,ARIH1,HIVEP2,BTBD9,NDRG1,SAT1,DLG2,LRRFIP1,EMCN,ERBB4,FNDC3A,SCN2A,BRAF,MYO1D,NAALADL2,ACTN4,HLA-E,ACTG1,NR3C2,SH3RF1,TMTC2,ADK,LIMA1,RAD51B,GAREM,AFF4,STAT3,ITGA2,TSC22D2,NEK1,THSD4,DYRK1A,AAK1,UBC,DNAJA1,AKT3,ANK3,NOS1AP,MPPED2,MAP4K3,ST6GAL1,FAM160A1,YWHAZ,TJP1,ADGRL2,UBE2H,C4orf19,PCDH9,BCAS3,KIF13B,SHROOM3,HSD11B2,RBPMS,MYO10,SCIN,HIF1A,TANC2,PARK2,AHI1,RP11-368L12.1,ITGAV,RORA,MAPK8,ZNF292,SMYD3,ZFAND3,NLK,EPB41L5,LRP1B,RNF19A,GDF15,ASAP2,DCDC2,SDK1,TRPS1,HERC1,IGFBP5,CD2AP,PFKFB3,FHOD3,PDK4,MTATP6P1,LAMB1,COL18A1,WWTR1,RAPGEF2,MBD5,SMARCA2,BACH1,NFE2L2,ADAMTS9-AS2,HNRNPC,AC004980.7,VMP1,MACROD2,KIAA1217,ACSL4,MED13L,FER,IL6ST,SPTBN1,DANT2,UBE2D3,ABLIM1,QKI,NCOA7,TIMP3,WWC1,SIK2,SPAG9,AHNAK,RBM47,ZFAND5,RANBP2,CAST,PAWR,FBXL17,SAMD12,SLC38A1,OSBPL3,UACA,ATXN1,TRA2A,AFF1,MEF2A,RALGAPA1,ZNF704,EXT1,SSH2,PRKCE,ARID1B,MAML3,CLMN,IQGAP1,ARHGEF12,MAGI3,MTUS1,LINC-PINT STANDARD_NAME Lake_Adult_Kidney_C18_Collecting_Duct_Principal_Cells_medulla ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS AQP2,AQP3,FXYD4,ST6GAL1,KRT19,HSD11B2,ID1,TMSB4X,PAPPA,WFDC2,TSPAN1,TGFBR1,RASD1,ATHL1,SLC38A1,MMP7,RALBP1,PRDX1,IGFBP3,PDK4,BTG2,MNS1,GSTP1,CTSH,FUCA1,PWRN1,KRT8,CD24,KITLG,EPCAM,NUPR1,GATA3,CDH16,ITM2B,ACTG1,SPTBN2,C1orf168,TMBIM6,H3F3B,CD9,SLC16A5,ASAH1,RPL3,HSP90AA1,MYL12B,DUSP6,EEF1A1,CYB5A,TOX,GSTM3,HSP90B1,RPL7,ARG2,RPL19,RDH10,B2M,CYSTM1,BAG1,GDF15,RPL10,BMPR1B,DUSP1,RPLP0,GAPDH,SOD1,RPS2,MYL6,UBB,AKR1B1,SRP14,RPS6,RBBP8,PFKFB3,RPS4X,ATP6V0E1,PEBP1,RPL13,HACD3,KRT18,CA2,AIF1L,CLU,LDHB,MYL12A,RPS3A,EIF1,CD164,PLEKHA2,PTBP3,MAL2,RPL11,CD63,RPS14,TACSTD2,TPM4,RPS18,TPT1,PIK3C2G,DYNLT1,TXNIP,S100A10,RPL15,IGFBP7,SLPI,SARAF,RTN4,GNB2L1,HSPD1,S100A6,NGFRAP1,IFITM3,ITM2C,RPS5,RPS27A,STIM2,PDIA6,LAMTOR5,GPRC5C,CALM1,RPL7A,FTH1,NACA,PRKAR1A,COX4I1,ADGRG1,MAN1A1,LDHA,EID1,PSMA7,RPL31,RPL5,AC013463.2,RPS23,MECOM,CRYAB,BTF3,ATP6V1G1,HSP90AB1,ZFP36L1,RPS19,ALDOA,NPM1,RPL10A,EPRS,PPIA,SOD2,CHCHD2,RPSA,C11orf80,METAP2,RPL13A,MYH10,PLSCR1,THSD7A,RPL6,REEP5,TMEM213,PPIB,PDIA3,SGPP1,RPS8,CREM,SLC44A1,YWHAB,HLA-B,NDRG1,LITAF,GPX1,PFDN5,ATP5B,ISCU,CANX,MAL,TGOLN2,MYO1B,RPL30,CNBP,RPS12,RPL18,EIF4A2,RTN3,RPL8,GABARAPL1,RPS9,SCIN,SAT1,RPL9,IFITM2,KCNJ16,RPS20,PRDX6,CIB1,HINT1,CD81,FAU,IQGAP1,DDX5,RPL4,FTL,PDE1A,RPLP1,GUK1,RHOA,MGST3,RPS11,HLA-C,ATP5C1,GNAS,ANXA2,RP11-745O10.4,HADHA,ARF1,PRKAG2,ARPC2,SEC62,PSAP,RPS13,PTGES3,RPS15,TPI1,CXXC5,C12orf75,HNRNPA2B1,RPL41,ATP5G3,RPS27,SERF2,RPL14,RPLP2,PTPN13,KIF5B,LAPTM4A,UBA52,RPL35,DSP,ACTR2,TMEM59,XRCC5,RPS16,ENO1,ATP6V1A,PABPC1,EIF4G2,NDUFA4,PKM,RPL24,SKIL,PGK1,RPL21,RANBP2,TAX1BP1,CA12,PLCL2,PTMA,RPS7,RPS25,MTUS1,APLP2,ATP5A1,CCT6A,SERBP1,EEF2,ACADVL,LLGL2,RPL34,RPL32,SPTBN1,NUCKS1,YBX1,HNRNPU,RPL12,SMARCA5,COX7C,SEPT11,FAM107B,ACAT1,DCDC2,PTTG1IP,SRSF3,ATP1B1,IVNS1ABP,HSPA9,RSRP1,MTATP6P1,RPS24,CNDP2,YWHAZ,CD2AP,RPL37A,HNRNPA3,ANAPC16,HNRNPR,RHOBTB3,ACSL4,HNRNPDL,CSDE1,PCM1,SF3B1,UBXN4,MYO10,SEPT7,DSTN,RNF213,TMSB10,JAK1,CD46,RPL23,HLA-A,CCNI,SYTL2,AP000769.1,KTN1,TPR,PAPOLA,EEF1D,RPS28,LINC00657,UBE2D3,KAZN,PCMTD1,NAP1L1,PLEKHA1,DICER1,PRPF40A,CLINT1 STANDARD_NAME Lake_Adult_Kidney_C19_Collecting_Duct_Intercalated_Cells_Type_A_medulla ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CALCA,TMEM213,KIT,ATP6V0D2,FOXI1,STAP1,ERP27,DMRT2,IL18,SLC26A7,LINC01187,ADGRF1,HSP90AA1,ACAT1,MARCH1,RP11-690G19.4,ATP6V0A4,HSPD1,PTGR1,FTL,LITAF,LGALS3,C12orf75,B2M,CRYAB,SLC4A1,DHRS7,RHCG,EIF1,AKR1C1,HSP90AB1,INSIG1,CD9,MSMO1,RPL3,TXNIP,RPL15,PTGER3,CD24,MAP1LC3B,RPS6,PRDX1,TMSB4X,RPS2,EPCAM,CA12,SCIN,SAT1,ATP6V0B,COX4I1,EEF1A1,RPS4X,RPLP0,ZDHHC3,ATP6V1A,RPL13,RTN4,PSMA7,RPL7,ITM2B,RPL10,CYB5A,ARHGAP18,ATP6AP2,CYSTM1,SLC16A5,ATP6V1G1,RPL19,RPS5,DYNLT3,WFDC2,CA2,H1F0,RPL6,LDHA,MPP7,GNB2L1,RPS18,C1orf168,GPX1,RPS3A,HLA-B,SLC25A39,RPL11,MYL12B,SPTBN2,TXNRD1,S100A10,SOD1,RPL5,ISCU,TMBIM6,HSPB1,RPL31,RPS14,EPS8,FTH1,HSPH1,HSPA4L,CNBP,RPS8,TSPAN1,DSP,SRP14,COX5A,H3F3B,ARL6IP5,CD164,LRRC75A-AS1,KRT18,RPS16,AQP2,CYCS,FDFT1,RPL13A,TMEM59,RPL7A,UQCRFS1,RPL18,ARF1,SOD2,GAPDH,PTGES3,RPL4,TPT1,CD63,CRYBG3,MTR,NACA,FAM96B,MYL12A,HSPA4,CAPN2,CHCHD10,SLC25A5,LIMA1,TMEM117,PRDX6,SARAF,TMPRSS2,EEF2,TACSTD2,ATP6V0E1,HINT1,GSTP1,RPS27A,MDH1,RPS11,ATP5A1,LAMTOR5,CUL5,RPLP1,NDUFA4,RPL30,RPL10A,ATP5B,ATP5G3,CHCHD2,GRB14,MBOAT2,SNTB1,EIF4A2,PTBP3,ALDH1A1,HADHB,DYNLT1,RPS19,GABARAPL1,LDHB,SNX3,GHITM,ATP5F1,SEPW1,RPL32,PDIA6,PDIA3,REEP5,ATP1B1,PCBP1,HADHA,TBC1D14,EID1,EIF3K,RPS24,CBR1,SPTBN1,RPS13,RPS7,RPL21,RPS20,NDUFA5,RCAN2,CD74,PPIA,RPS27,PLOD2,SKP1,RPS12,ATHL1,NRD1,CD59,RP11-745O10.4,HSP90B1,ATP5C1,CLCNKB,TERF2IP,RPS25,RPS23,RPL24,RPL35A,RPL37A,CD46,PNPLA8,CDH16,PFDN5,RPS9,NPM1,ITGA6,LAPTM4A,RPSA,RPL8,TPI1,CIB1,HLA-C,CLU,RPL9,NAMPT,RPS3,RPL23,COX7C,PTTG1IP,RPS15,SLC25A3,BTF3,RANBP2,GAS5,CCT6A,CANX,XRCC5,HNRNPR,KIF5B,IDH2,DDX5,RPL14,MTATP6P1,RBBP8,ALDOA,TAF7,IGFBP7,PEBP1,TMEM123,MT2A,RPLP2,RPL35,PRKAR1A,RPS17,CNN3,RPL41,BMPR1B,TAX1BP1,RPL12,GNAS,FAU,COX5B,TM9SF3,MOB1B,ACTR2,RPL34,PHLDB2,PGK1,LINC00657,VAPA,UBB,ST6GAL1,EZR,SERF2,CLIP1,ANXA2,TFCP2L1,MYL6,UBXN4,MPPED2,EPRS,HNRNPU,ARHGEF28,BTG1,SERBP1,RHOA,HSPA9,ENO1,GPBP1,APLP2,TMF1,ANAPC16,UBE2D3,JAK1,PAPOLA,PKM,HNRNPA2B1,FUBP1,NFE2L2,YWHAB,ACTG1,CSDE1,KMT2E,FAM134B,CALM1,ZFAND5,WWP1,SLC38A1,RASD1,RPS28,RALBP1,PSAP,SF3B1,PRPF40A,NCOA7,HSPA5,APP,SEC62,TGOLN2,RSRP1,SEPT11,MAL,HECTD1,PAFAH1B1,ADGRG1,ARHGAP5 STANDARD_NAME Lake_Adult_Kidney_C20_Collecting_Duct_Intercalated_Cells_Type_A_cortex ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CLNK,SLC26A7,ADGRF5,PDE1C,PACRG,RP11-690G19.4,SLC4A1,C9orf84,HS6ST3,ATP6V0D2,WBSCR17,RCAN2,NXPH2,AC133680.1,THRB-AS1,SLIT2,ADAMTSL1,SEMA3C,ATP6V1C2,MAGI1,CACNB2,CA8,ITGA6,TMEM101,PTGER3,TMEM117,IL18,MPPED2,NRXN3,SNTB1,NEDD4L,TMEM213,ARHGAP18,PLCG2,EPS8,CA12,AC013463.2,ABCC4,C1orf168,PRKG1,ATP6V0A4,PDE4D,ESRRG,GLCCI1,FOXP1,RP11-368L12.1,SHROOM3,GRB14,PSD3,DOCK8,PLCL1,ABCA5,GPAT3,ADGRF1,AHCYL2,RP11-16D22.2,ARL15,IGFBP5,PCNXL4,MOB1B,FREM1,TBC1D14,ZBTB20,ITPR2,LINC00969,C10orf11,GULP1,PDE1A,TBC1D4,MAGI3,RP11-123O10.4,FNDC3A,THRB,RNF152,CAB39,PPP1R12B,AC007246.3,MSI2,OXR1,XIST,NR3C2,TFCP2L1,MAP4K3,TBC1D1,PARK2,ZSWIM6,RALGPS2,SCIN,KIAA1328,SKAP1,MYO1D,SBF2,FOXO1,SAMD5,ATP6V1A,DSP,PNISR,GPHN,PTPRJ,UBR3,CPEB4,DIP2C,NRD1,MYO10,LINC-PINT,ITPR1,PRKCA,CLIP1,THSD7A,RERE,WWOX,FBXL17,PPARGC1A,MAPK8,MTR,TRIM2,HIPK2,COBLL1,CGNL1,PICALM,STK3,RP11-307N16.6,AKAP9,KIF21A,MACROD2,RAPGEF2,KIAA1217,RUFY3,PPP3CA,LUC7L3,GMDS-AS1,FAF1,LGR4,GLIS3,SCAPER,FNBP1L,OSBPL3,SETBP1,PRKCE,KANSL1L,FGD4,BDP1,ATXN1,ITGAV,EZR,GNAQ,MBNL1,DPH6,RALGAPA1,SUMF1,FER,BRAF,LIMCH1,BTBD9,WWP1,RBM25,NCOA2,NCOA1,ARHGEF28,DLG1,SNHG14 STANDARD_NAME Lake_Adult_Kidney_C21_Collecting_Duct_Intercalated_Cells_Type_B ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SLC26A4,SLC4A9,SLC35F3,DGKI,CLNK,ADAMTSL3,CA8,RCAN2,ADAMTSL1,PDE1C,PLCG2,PACRG,CELF2,WDR72,CA12,ATP6V0D2,IL18,MYRIP,EPS8,ARSJ,NEDD4L,MAGI1,ATP6V0A4,ZBTB20,ARL15,SEMA3C,SNTB1,RORA,FHIT,IGFBP5,BMPR1B,TMEM117,RNF152,PSD3,NEBL,C10orf11,GPHN,FOXP1,MAGI3,ITGA6,IQGAP2,SPTLC3,PLCL1,PICALM,XIST,LGR4,DACH1,MAP3K5,GLCCI1,TBL1X,PDE4D,TMEM213,PPARG,ATP6V1H,NR3C2,JADE1,GAREM,ARHGAP18,MSI2,SCIN,FOXO1,PPP3CA,TBC1D4,ESRRG,PPARGC1A,HERC1,FREM1,TFCP2L1,PRKCE,GPC6,LPP,PARD3B,COL4A4,RALGAPA2,SIK3,RNF150,SSBP2,MACROD2,MEF2A,MITF,OSBPL3,FBXL17,TBC1D5,SOX6,KMT2C,SKAP1,NCOA2,UBE2E2,L3MBTL4,GULP1,SDCCAG8,PARK2,CGNL1,QKI,TRHDE,WWOX,FAF1,PHLDB2,KIF13B,NCOA7,MAPK8,KIF21A,PTPRJ STANDARD_NAME Lake_Adult_Kidney_C22_Endothelial_Cells_glomerular_capillaries ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS EMCN,LDB2,FLT1,PTPRB,HECW2,RAPGEF4,PLAT,TEK,MEIS2,PLPP1,CHRM3,ITGA8,PREX2,GNA14,SLCO2A1,IGFBP5,ZEB1,SHANK3,RBMS3,NRG3,EPAS1,ADGRF5,CDH13,TIMP3,ELMO1,SYNE1,NOSTRIN,GRB10,TCF4,SNED1,PTPRM,ST6GALNAC3,DOCK4,EBF1,TGFBR2,PLPP3,HSPA1A,RASAL2,CACNA1C,TMTC1,DNAJB1,PBX1,PIP4K2A,ADGRL2,PTPRG,HIVEP3,ASAP1,PITPNC1,PEAK1,FOS,AKAP12,FBXL7,SEC14L1,ANKS1A,AKT3,ARHGAP26,ST6GAL1,KALRN,LIMCH1,PPFIBP1,SPTBN1,GNAQ,LIFR,TACC1,ARGLU1,PRKCA,APBB2,ITGA1,PRKG1,PIK3C2A,MTSS1,ZBTB16,RBMS1,NTN4,HLA-E,ARL15,TTC28,HERC1,HSPH1,SMYD3,PLXDC2,MAML3,IL6ST,FCHSD2,PIAS1,BMPR2,GPX3,DNAJC1,UTRN,NKTR,CACNA2D1,MEF2A,LDLRAD4,COL4A2,DPYD,LRCH1,STARD13,ALDOB,CADPS2,FKBP5,MED13L,MYO1E,RFX3,HSP90AA1,CALD1,APP,ARHGEF3,KIAA1217,CEP112,UACA,QKI,MACROD2,EXOC6B,JMJD1C,GPC5,MACF1,SBF2,PRKCE,NFIA,TJP1,ZSWIM6,FMNL2,DYRK1A,PAN3,ARHGEF12,PDE8A,COL4A1,EPB41L4A,SVIL,RABGAP1L,BCAS3,NCOA1,SORBS2,MBNL1,HIPK2,SASH1,HIBCH STANDARD_NAME Lake_Adult_Kidney_C23_Endothelial_Cells_AVR ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS DNASE1L3,GPM6A,ADGRL4,EGFL7,PECAM1,SDPR,CEACAM1,TLL1,ENG,LDB2,PLAT,HLA-DRB1,IGFBP5,FN1,HLA-DRA,MEIS2,SH3BP5,EMCN,FLT1,CD74,ZNF385D,B2M,ZEB1,HLA-B,PTPRB,CD59,HLA-E,RBMS3,ST6GALNAC3,TCF4,IFITM3,VIM,EPAS1,FBXL7,DOCK4,TMSB10,TGM2,TGFBR2,KALRN,MIR99AHG,PTPRM,CD9,ASAP1,APP,ARHGAP26,MYL12A,ADGRF5,MT2A,RPLP0,ID1,FTL,IGFBP7,DDX5,RPL13,UTRN,PLPP3,RPS2,RPS6,PBX1,TMSB4X,HSP90B1,TFPI,IL6ST,GAPDH,CNN3,NAMPT,RPL19,MYL12B,MYL6,TIMP3,EIF1,RPLP1,RASAL2,RHOA,RPL3,EEF1A1,PTMA,C8orf4,ADAMTS9,QKI,ACTG1,PSMA7,TPT1,NPM1,RPLP2,HNRNPA2B1,RPS16,RPL10,RPL4,PTTG1IP,RPS8,H3F3B,RPS27A,PABPC1,RPS12,FTH1,RPL13A,JAK1,RPL18,PRDX1,PPFIBP1,RPL5,TXNIP,YWHAB,UBE2D3,SPTBN1,CD63,AKT3,TMTC2,ARHGAP29,RPS19,RPL7,RPS23,RBMS1,GNB2L1,AHNAK,NCL,RPL8,RPS14,CANX,HSP90AB1,HNRNPDL,XRCC5,MEF2A,SASH1,RPL31 STANDARD_NAME Lake_Adult_Kidney_C24_Endothelial_Cells_AEA_and_DVR ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PALMD,CD93,PECAM1,ADGRL4,CLDN5,ADAMTS6,TM4SF1,TIMP3,SRGN,VIM,A2M,PLPP1,C10orf10,SYN3,MEIS2,TMTC1,EGFL7,PTPRB,SOX5,ENPP2,TCF4,HLA-DRB1,PODXL,FLT1,EPAS1,LDB2,HLA-E,KCTD12,ELMO1,AQP1,ABI3BP,EMCN,ADGRF5,STOM,HLA-B,CD74,MEF2C,SPARC,RBMS3,EXOC6,EBF1,HLA-DRA,UTRN,B2M,IFITM3,PDE3A,CHRM3,ZEB1,ST6GALNAC3,DOCK9,CD59,TMSB10,ADAMTS9,TMSB4X,ARL15,MYH9,PLCB4,PTPRM,EMP1,IFITM2,FBXL7,SPTBN1,MTUS1,CRYBG3,DOCK4,PTMA,IL6ST,NFKBIA,ID1,FCHSD2,CALM1,CLIC4,SRP14,UACA,CALD1,PTTG1IP,TACC1,DST,ADAMTS1,MACF1,MYL12A,FTL,HSP90AA1,AHNAK,DNAJA1,DUSP1,ARHGAP26,EIF1,THSD7A,SP100,TTC28,RHOA,TPM3,ACTG1,HSP90B1,PIK3C2A,FOS,THSD4,RALGAPA2,HSP90AB1,MYL6,PLCB1,ARGLU1,MBNL1,RPS2,MEF2A,CRIM1,HSPA5,RPS6,RPL5,PDLIM5,PABPC1,RPL14,RPL3,NAMPT,AKAP13,CDC42BPA,RASAL2,BMPR2,APP,CD46,RPL10,IQGAP1,RPL4,H3F3B,AKT3,PTPRG,NPM1,DPYD,ROCK2,RPL11,PSAP,LIMCH1,HSPH1,YWHAB,UBE2D3,KIF5B,TPT1,EXOC6B,WWTR1,RPLP0,KLF12,SYNE1,RPL19,RPLP1,TJP1,RPS16,RPS18,MYL12B,RPL15,RPS5,APBB2 STANDARD_NAME Lake_Adult_Kidney_C25_Endothelial_Cells_unassigned ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MMRN1,SEMA3A,TSHZ2,PROX1,CTD-3179P9.1,LDB2,ST6GALNAC3,RALGAPA2,TCF4,KALRN,PLCB4,TFPI,FBXL7,ASAP1,EFNA5,STOX2,PDE7B,DOCK5,UTRN,PPP3CA,TPM4,DOCK9,EPB41L4A,CPNE8,ARL15,TCF12,SSH2,KMT2E,FCHSD2,TMEM161B-AS1,ZFC3H1,PPFIBP1,FOXP1,ZFHX3,ZFAND3,FOXP2,MYH9,SRPK2,CAST STANDARD_NAME Lake_Adult_Kidney_C26_Mesangial_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS POSTN,PIEZO2,IL18R1,PDGFRB,DAAM2,RP11-627D16.1,AGTR1,ITGA11,ITGA8,EBF1,DAPK2,EMCN,ROBO1,RBMS3,TMTC1,PRR16,UNC5C,A2M,COL12A1,LAMA2,PRKG1,ENG,CALD1,IL1RAPL1,GAS2,COL25A1,EPAS1,ZEB2,PDE3A,SPARC,SPOCK1,HSPA1B,MEIS1,SYNE1,ETS1,PIP5K1B,SLCO3A1,TCF4,PHTF2,HSPA1A,TIMP3,PCDH9,LHFP,EPB41L2,PRKCA,C7,KALRN,FOSB,ADGRF5,GATA3,MEIS2,INPP4B,DNAJB1,DLC1,MGP,MEF2C,PDE7B,RAPGEF5,RAPH1,AKAP12,CDC42BPA,TEX41,FOS,ROCK2,DOCK8,PALLD,PLCL1,IGFBP5,AQP1,MAP3K5,HSPB1,DOCK4,MTSS1,NRG3,AHNAK,ITGA1,EGR1,MYO1E,PPARG,IL6ST,APBB2,MAML3,RBMS1,MYH9,SPTBN1,NR4A1,TACC1,TBC1D1,NR2F2-AS1,CPM,FBXL7,SLC38A2,FCHSD2,GPX3,MAML2,SSBP2,NBEA,ELL2,SH3D19,NEK7,FRMD4A,PSD3,PLPP1,IGFBP7,TNS1,MYO1D,JUN,SBF2,CBLB,HSPH1,PDS5B,TSC22D1,NFKBIA,ARID5B,CAMK2D,RORA,DLEU2,PTPRG,HLA-E,LMO7,NEAT1,EPS8,ACTN4,SAMD12,COL4A2,PTEN,B2M,DUSP1,RAPGEF2,ITPR1,TBL1X,ADGRL2,UBC,TMSB4X,DST,UTRN,ROCK1,HERC1,UACA,TNS3,PPP1R12A,TTC28,TJP1,COL4A1,FTX,HSP90AA1,EXT1,CRIM1,CACNA2D1,ASCC3,DGKH,LPP,USP53,ALDOB,LINC-PINT,SEPT7,NBEAL1,TOP1,AKT3,PTPRM,STARD13,SPAG9,ANKRD12,DPYD,PTPRD,ZBTB16,BMPR2,UBR3,WNK1,AKAP9,HIPK2,ARGLU1,NCOA1,ZFP36L1,RASAL2,NKTR,PLXDC2,ANKRD11 STANDARD_NAME Lake_Adult_Kidney_C27_Vascular_Smooth_Muscle_Cells_and_pericytes ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MYH11,NTRK3,PDZRN4,MCAM,TAGLN,KCNAB1,CACNA1C,ACTA2,HPSE2,SPARCL1,DGKG,SLIT3,PDE3A,GRID2,SYNPO2,EBF1,FLNA,ADGRL3,PIP5K1B,FOSB,PRKG1,CALD1,RCAN2,NR4A1,MEIS2,LHFP,DMD,MSRB3,MEF2C,CDH13,DLC1,DGKB,ADIRF,CTNNA3,RBMS3,A2M,FOS,RGS6,ATF3,ATP10A,AFF3,GPC6,TMTC1,JUNB,HSPA1A,UTRN,INPP4B,CACNB2,MYLK,NR2F2-AS1,HSPA1B,TBX2,AKAP6,EGR1,FBXL7,TIMP3,SLC8A1,SOX5,FRY,PPP1R12B,PLCL1,ZFP36,PPP1R12A,EPS8,SDK1,LPP,ZFHX3,EPAS1,MYO1D,DNAJB1,KALRN,NRXN3,TBC1D1,ITGA1,SLCO3A1,ZEB1,IGFBP5,TPM1,NEAT1,ARHGEF7,JUN,DSTN,FCHSD2,GPX3,ROCK1,MAML3,DUSP1,KIF13A,COL18A1,NBEAL1,SSBP2,MBNL1,PALLD,PLPP1,ROCK2,ESYT2,ACTN4,PTPRG,CBLB,VCL,UBC,RASAL2,PDLIM5,RERG,MAP3K5,CLMN,TTC28,APBB2,TNS1,NHS,THSD4,ARID5B,LRCH1,DST,UBR3,ARHGAP6,HIP1,ANKRD36,PBX1,PDE1A,FTX,CAMK2D,PTEN,COL4A2,FER,AKT3,SIK3,RAPGEF2,MYH9,ALDOB,COL4A1,DGKH,AUTS2,AKAP12,PAN3,DYRK1A,TACC1,RBPMS,AKAP13,CRIM1,HSPH1,ARID1B,WSB1,CDC42BPA,DLG2,DOCK4,CACNA2D1,ZNF704,TJP1,BMPR2,ZFP36L1,ARIH1,SORBS2,PAWR,MED13L STANDARD_NAME Lake_Adult_Kidney_C28_Interstitium ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS C7,MGP,TSHZ2,A2M,LAMA2,TNC,DCN,RBMS3,CALD1,NEGR1,CYR61,THBS1,MEIS1,MEIS2,SLIT3,EBF1,ITGA1,ZEB2,LHFP,PALLD,AKAP12,CACNA1C,TIMP3,COL4A1,PRKG1,PTEN,SORBS1,LDB2,IGFBP7,ARHGAP10,NFIA,NAV2,TPM1,INPP4B,RERG,COL4A2,THSD4,KALRN,NR2F2-AS1,UTRN,MAP3K5,CBLB,COL4A4,ZBTB16,PDLIM5,EXT1,USP53,ROCK2,DST,FNDC3B,ITSN1,TMSB4X,PLXDC2,RBMS1,FOXO3,LPP,DACH1,TTC28,IL6ST,MED13L,REV3L,UACA,AUTS2,SYNE1,SSBP2,SETBP1,DGKH,EPS8,TACC1,APBB2,UGGT2,PRKCA,VMP1,LINC-PINT,SCMH1,RPLP1,TCF12,KIAA1217,AKT3,STK3,RASAL2,SBF2,DPYD,UBE2E2,MIR99AHG,ROCK1 STANDARD_NAME Lake_Adult_Kidney_C29_Unknown_Novel_PT_CFH_pos_Subpopulation_S2 ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CFH,LINC01435,MGAT4C,ALDH1A2,ZFPM2,KCNT2,RBFOX1,NRG3,FAM189A1,RP11-290H9.2,CTTNBP2,FRMD4A,FBXL7,TSHZ2,EDIL3,TENM3,CTGF,SYNE1,PDE1A,PLCB4,SLIT3,RERG,CASC15,ITGB8,ACSM3,FAM155A,MAGI2,BNC2,BICD1,C1orf186,MAML3,BCL2,ZBTB20,BICC1,OSBPL10,NEDD9,CRIM1,CNTN4,TMEM178B,PRUNE2,TPM1,PARD3,PALLD,UTRN,L3MBTL4,ZBTB16,DCDC2,ZDHHC14,THRB,WWOX,C14orf105,CEP112,AUTS2,EXT1,PAWR,DST,RBMS3,GALNT14,EHBP1,KANK1,ZEB1,GPHN,MACROD2,SHROOM3,ARHGAP29,PDE7B,SPIDR,NR2F2-AS1,DANT2,AKT3,MBD5,PARD3B,KLF6,PLEKHA7,AGBL4,FER,ARGLU1,DLG2,TRAPPC9,TTC28,RORA,MYO9A,MACF1,SVIL,GULP1,DPYD,NOX4 STANDARD_NAME Lake_Adult_Kidney_C30_Immune_Cells_Macrophages ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 31249312 PUBLICATION_TITLE A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys AUTHORS Lake BB,Chen S,Hoshi M,Plongthongkum N,Salamon D,Knoten A,Vijayan A,Venkatesh R,Kim EH,Gao D,Gaut J,Zhang K,Jain S GEOID GSE121862 EXACT_SOURCE Supplementary Data 7: Differentially expressed genes between all clusters. Supplementary Data 5: Cluster Annotations. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS CD163,IL7R,PTPRC,ARHGAP15,SP100,MED13L,TCF12,DPYD,AKAP12,FKBP5 STANDARD_NAME Menon_Fetal_Kidney_0_Cap_Mesenchyme_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS H19,ITGA8,IGF2,XIST,LYPD1,NR2F1,NASP,CCDC88A,NNAT,PTMAP5,PTMA,NCAM1,NCL,NR2F2,LAMA4,NTRK2,HMGB1P6,NAP1L1,MEIS2,PSIP1,PTPN14,CENPF,RBP1,DEK,SOX4,TUBA1A,PAX2,LUC7L3,HMGB1,PTMAP2,BAZ1B,RBM25,SEPT6,ILF3,RPL13AP25,ANP32B,LL22NC03-2H8.5,BAZ2B,GOLGA4,TOP2A,MDK,SMC4,SYNE2,SF3B2,EIF3A,BST2,ANKRD11,HIST1H4C,ZC3H13,MKI67,NBPF1,NKTR,RPS3AP6,ATRX,SET,RIF1,ZKSCAN1,DNMT1,SUPT16H,CHD4,USP1,TPR,KAT6B,HNRNPA1P48,RSF1,BPTF,MCM7,SNRNP70,CUX1,TIA1,FAM213A,CCDC14,RPS10,PEG10,NOP56,RP11-778D9.4,DACH1,RPS19P1,ENAH,RPS4XP6,PTMS,SPEN,GABPB1-AS1,BDP1,TOP2B,SMC1A,BRD3,SMC3,NUDT3,HMGB2,PPM1G,DDX24 STANDARD_NAME Menon_Fetal_Kidney_1_Embryonic_Red_Blood_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS MTCO1P12,MTND1P23,RPL10P9,HBG2,HBA2,RPL15,HBG1,RPS4Y1,RPS18,RPL19,HIST1H1D,RPL31,STMN1,TPT1,H2AFZ,RPL3,RPS7,RPL32,RPL10P6,RPL5,RPL15P3,RPL7A,RPS23,RPS7P1,RPLP0P6,TUBA1B,GAPDH,RPLP0,RPS13,RP11-234A1.1,LYPD1,UBB,FTH1,TUBB,RPL35A,FAM60A,RPL23A,HBA1,BTF3,NPM1,NUSAP1,TMSB15A,ID3,ACTB,PPIAP22,PPIA,RPS2P5,RPL9P9,MT-CYB,RP11-889L3.1,RPL6,HMGB2,RPS15A,HBB,SNRPD2,ARL6IP1,MT-ND2,RPL4P4,JUN,YBX1,MTATP6P1,MT-ND1,ERH,H3F3B,PTTG1,RPL26,SUMO2,HMGB1P5,FOS,RPL29,YBX1P10,RPS25,NACA,CADM1,DYNLL1,HNRNPC,SRP9,RPSAP58,ATP5G2,RPL18A,MARCKSL1,RPL10P16,RPL7,DUT,SNRPB,CALR,RAN,RPSA,PCNA,PCBP2,FKBP3,MT-ND5,YWHAQ,EEF1B2,RP11-408P14.1,CHCHD2,YBX1P1,TMPO,TOP2A,RPL7AP6,HIST1H4C,RPL5P34,SELENOF,IFITM2,RHOA,RPS13P2,RPL26P19,RANBP1,RP4-706A16.3,SEC11A,NPM1P39,H2AFY,RPL23AP42,AC004453.8,CNBP,PPDPF,RP11-112J1.1,HSPA8,PFN1,SMC4,ILF2,HACD3,SKP1,MKI67,ATP5J,OSTC,SNRPC,HSPE1,HNRNPF,SRSF2,ATP5C1,RAD21,RP4-604A21.1,SSBP1 STANDARD_NAME Menon_Fetal_Kidney_2_Nephron_Progenitor_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS LIMCH1,CD24,POU3F3,MECOM,PLEKHA1,UTRN,RPS2,C14orf105,DCDC2,EMX2,HOXB3,HSP90AA1,ERBB4,RPLP0,CCND1,LHX1,HOXB7,MST1L,RPSAP58,RPL7P1,HES1,EPCAM,RPL3,HMGA1,RPSA,ODC1,HOXD8,SOX4,LAMB1,RAB3IP,ABLIM1,TRIB2,TUBB2B,JAG1,MAL,ANP32E,HOXA10,RPLP0P6,MARCKSL1,HIPK2,BTG1,DBI,AFDN,EIF3F STANDARD_NAME Menon_Fetal_Kidney_3_Stromal_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS COL1A2,COL3A1,COL1A1,COL21A1,TNC,COL6A3,LGALS1,SULT1E1,PTN,CALD1,TPM2,POSTN,CLDN11,H19,AKAP12,ZEB2,CYP1B1,EMCN,IGF2,COL5A2,FN1,FLRT2,MYH10,TMSB4X,MEG3,CTSC,NR2F2,CDH11,MYLK,TPM1,SFRP1,TPM4,IGFBP5,MEIS2,GPC3,COL4A1,MARCKS,XIST,UACA,SEPT11,TCF21,FSTL1,ALCAM,SPARC,PALLD,PXDN,RBP1,RAI14,DST,VIM,KCNQ1OT1,ATP2B1,RRBP1,CD81,COL4A2,NR2F1,NCAM1,RP11-864N7.2,PBX1,MYL6,SOX4,SERPINH1,MAGED2,SEPT7,CCDC88A,TTC3,CHD3,FOS,AB019441.29,GNAS,SELENOW,MACF1,C12orf57,MDK,VCAN,RPS4XP6,RPL28,NKTR,TUBA1A,ITGB1,RPL24P8,PPP1R12A,TOP2B STANDARD_NAME Menon_Fetal_Kidney_4_Podocytes ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS PODXL,NPHS1,NPHS2,CLIC5,MAGI2-AS3,MAFB,TNNT2,AIF1,SOST,PTPRO,PLA2R1,THSD7A,TGFBR3,MME,PLCE1,SULF1,NES,MPP5,NTNG1,VEGFA,TCF21,DDN,ST3GAL6,ITIH5,SPARC,WT1,TPPP3,SYNPO,GADD45A,MXRA8,IQGAP2,TNNI1,FAM134B,C14orf37,HTRA1,MAGI2,TMEM150C,TYRO3,ENPEP,MYL9,SPOCK2,BST2,WT1-AS,CTGF,PALLD,SRGAP1,PARD3B,TJP1,SEMA3B,CGNL1,DSC2,ANXA2,CLDN5,FOXC1,PLTP,PTH1R,COL4A4,AIF1L,NPNT,CPXM1,GOLIM4,ARHGEF12,NEBL,EFNB2,VIM,EIF3M,S100A6,MIR503HG,CRIM1,PTPRD,ANXA2P2,RASSF8,ACTN4,BCAM,MYH9,CMYA5,TMSB4X,SEPT11,COL9A1,CAST,ALCAM,DACH1,ROBO2,PHACTR4,EZR,TSC22D3,ARMCX3,SELENOP,MALAT1,CDKN1C,ITM2B,DST,CXCL12,RBMS1,ADAMTS9,HMGN3,SPINT2,HIPK2,AHNAK,TCEAL3,BMP7,NFE2L1,LEPROT,FNDC3B,CD151,RNF145,DSTN,STT3B,PCMTD2,TSPAN3,CD2AP,NEAT1,HSP90B1,ZFP36L2,CD59,CHD3,SPATS2L,SDC2,TRIB2,CALD1,MYL6,CITED2,PON2,PLOD2,SERINC1,LRRFIP1,ARHGAP29,CALM2,APLP2,DDX17,KTN1,ADD3,BBX,TMSB4XP8,TTC14,TXNIP,UACA,PRDX6,LUC7L3,CD81,NORAD,RDX,SARAF,WASF2,SLK,CIRBP,SEC62,HSPA5,MAN1A2,BRD2,CANX,MYL12B,YIPF4,TMED9,BNIP3L,H3F3B,GABARAPL2,TERF2IP,SEPT2,TPM1,PUF60,PTMS,ANKRD11,MTDH,CD63,ARF1,CHD4,PTPN14,WDR60,PCBP1,DYNLRB1,PRRC2C,GINM1,EVL,SRRM2,TCF25,MPHOSPH8,RAB2A,UBE2G2,PSAP,FKBP2,ANKRD12,CALR,PTBP3,TCEAL9,NTRK2,PDIA3,TBCB,RFC1,ANXA5,COL18A1,EMC10,PRMT2,KMT2E,TAX1BP1,PPP1R9A,ITGB1,NDUFB2,C4orf3,RAD50,BAZ2B,RPL36AL,KMT2A,PHIP,CCNL2,GOLGB1 STANDARD_NAME Menon_Fetal_Kidney_5_Proximal_Tubule_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS GLYATL1,SLC3A1,DSEL,CUBN,PDZK1,RP5-887A10.1,LRP2,TNFSF10,FLRT3,SPP1,SMIM24,SLC27A2,PSMA2,VCAN,APOM,DPP4,DAB2,AFP,APOE,RIDA,FTL,CARMIL1,C14orf105,MPC2,EPHA7,MSRB1,CDH6,C11orf54,ACAA2,TSPAN12,KCNJ15,SPATS2L,SPEF2,UGCG,FTLP3,ANXA4,S100A10,ALDH6A1,DCDC2,TPT1,CLU,ODC1,MRPL32,SLC9A3R1,GNG11,AIG1,ID1,DNPH1,CYB5A,CD24,FTH1,ARID5B,PPFIBP1,ATPIF1,AKR1A1,JAG1,MDH1,CD164,RNF181,EMX2,HSPD1,RAB3IP,DBI,ETFB,FARP1,NPC2,ITM2B,PTGR1,RTN4,CYBA,TXN,CALM3,PTTG1IP,LAMTOR5,LRRC75A-AS1,ATP6V1F,SYNE2,TMBIM6,HOOK1,NIPSNAP1,HSPE1,ID4,RPL14P1,NDUFC1,RPS7,RPS2P5,SPINT2,QPRT,LAPTM4A,GPC3,ID2,TPT1P9,HADHA,CTSB,TUBB4B,SELENOP,SMS,SNHG8,OCIAD2,RPS4Y1,SYAP1,ATXN7L3B,ATP5J,MYO6,IGFBP7,ATP5H,ATP6V1G1,RPL10P9,MTCO1P12,DYNLRB1,CTD-3035D6.1,CALM1,PCBP2,CITED2 STANDARD_NAME Menon_Fetal_Kidney_6_Collecting_Duct_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS GATA3,ELF5,AGR2,ADH1C,BCAT1,SCIN,STC1,TBX3,ALDH1A1,RDH10,CLU,BTG2,CTSH,CLDN4,AHI1,MYO6,WFDC2,KRT8,KRT19,TMSB4X,GSTM3,EMX2,EPCAM,RALBP1,CYB5A,MAL2,NPNT,KRT18,RAB11FIP2,COBLL1,S100A11,AKR1B1,DMKN,IQGAP1,HOXB7,CD9,AFDN,EMX2OS,TMSB4XP8,ANXA2,FOS,PTBP3,C14orf105,ASAH1,MAL,KLF6,SCOC,JUN,SAT1,S100A10,ARL4C,IER2,ENO1,PTPRF,SPATS2L,ZFP36L1,S100A6,LHX1,CALM1,TSTD1,CD2AP,NEDD4L,MECOM,IVNS1ABP,EZR,EGR1,EFNB2,PPDPF,TSC22D1,LIMCH1,LRRFIP1,ID1,GSTP1,HSPB1,B2M,SPINT2,PTPN13,MYL12A,PDHA1,MGST3,EIF1,HDAC1,CHD3,PAX8,MAP4,COA3,METAP2,CLTC,LRPAP1,ECHDC2,ARPC2,RTN4,TCEAL9,MRPL33 STANDARD_NAME Menon_Fetal_Kidney_7_Loopof_Henle_Cells_Distal ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS SLC12A1,KNG1,KCNJ1,UMOD,CLDN10,ACPP,DEFB1,PTGER3,FXYD2,CLDN16,ATP1B1,CA12,ATP1A1,IRX2,TMEM213,DUSP9,TFAP2B,PAPSS2,EGFL6,MAL,KCNJ16,ESRRG,TFCP2L1,CLCNKB,TMEM72,MPC1,CLCN5,CXCL12,CKB,PP7080,CPM,ERBB4,MECOM,MT-RNR1,SULT1C2,NEFL,RP11-834C11.4,NUDT4,MT-CO1,MT-CO3,LDHB,MT-CO2,MST1L,MT-ND1,CHCHD10,IDH2,CYFIP2,VAV3,PAPPA2,UGT8,MUC1,CRYL1,SPP1,UQCRB,MT-ATP6,SLC25A4,ABLIM1,APOE,CLDN19,REXO2,HOXD8,MT-ND4,DNER,MT-RNR2,COL6A1,ATP5G3,POU3F3,MT-ND6,COX8A,IGFBP7,ATP5B,CTDSPL,CYCS,PKP4,ANK3,NDUFA1,GOT1,COX5B,CDH16,ATP5G1,CISD1,CTSL,MRPS6,IVNS1ABP,COX7B,MTURN,AFP,SUCLG1,TRIM2,TUBB2B,SLC25A5,MT-CYB,COBLL1,ATP5A1,SLC5A3,NPC2,ANXA11,ALDH1A1,CYS1,MT-ND3,COX4I1,UQCRFS1,RBM47,COX5A,NDUFB1,UQCRH,SLC2A11,COX7C,NDUFA4,GHITM,ATP6V0B,S100A6,COX6B1,FTL,ARHGAP24,MST1P2,ATP5J,SSFA2,MRPL41,ATP6V0E1,MTATP6P1,COX6C,SDC4,UCHL1,NDUFB9,PLEKHB2,PTH1R,ATP1B3,ATP5H,CYSTM1,GSTK1,ACADVL,COX20,CYP1B1,FAM162A,NARS,RHOBTB3,MT-ND2,UQCR11,DZIP1,DECR1,MGST3,CD24,COX6A1,SMIM24,UQCRHL,COA3,NDUFA8,MT-ND5,NDUFC1,RP11-270C12.3,ATP5C1,PIK3R1,UQCR10,NDUFB5,GPI,XPA,ATP5L,APLP2,CAPN2,MPC2,GSTM3,ISCU,TMEM261,HINT2,NEDD4L,NDUFS7,EIF3K,MT-ND4L,ATP5O,DCDC2,ASAH1,CYC1,ID2,TSTD1,MT-ATP8,ATP5E,NDUFA5,FTLP3,NDUFA10,MYO6,VAMP8,LAMB1,ITM2B,TSPAN12,ETFB,ATP5I,NDUFV1,CPNE3,PDHA1,COX7A2,UQCRC1,UQCRC2,USMG5,KRT10,NDUFS3,COL18A1,EPCAM,C19orf70,PRDX5,MAGEF1,PNKD,ITM2C,NDUFS6,SLC25A6,RNPC3,MRPS25,HOXD9,NDUFB2,TMBIM6,AK3,NDUFA2,NDUFB8,NDUFS2,ATP5F1,BEX3,ATP6AP2,LAMTOR5,NDUFB7,WSB1,AFG3L2,NDFIP1,NDUFA3,MEST,ATP5D,TMEM59,PHB,GBAS,GNG5,IMMT,RNF7,PRDX3,UQCRQ,ENO1,NDUFS8,AHCYL1,MINOS1,COMMD6,PEBP1,GABARAPL2,ECI1,AKIRIN1,ATRAID,SPINT2,AKAP9,MRPL33,TOMM7,NEAT1,FKBP2,NDUFA6,MDH1,HSPA9,C14orf2,HSPE1,MRPS5,CHMP2A,FAM63B,NDUFB6,CD63,SERF2,PGK1,BEX2,PKM,ATP6AP1,VDAC1,FAM127A,NDUFC2,NDUFB4,AURKAIP1,ESD,TCEAL4,POLR2L,HSBP1,TPI1,ALDOA,SLIRP,SMDT1,HIGD2A STANDARD_NAME Menon_Fetal_Kidney_8_Connecting_Tubule_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS TMEM52B,TMEM213,RP11-849I19.1,IGFBP3,CLCNKB,EMX1,DEFB1,CA2,SAT1,CA12,HSD11B2,ATP6V1B1,ATP1A1,TFCP2L1,ATP1B1,MAL,FXYD2,HOXD8,KCNJ16,SMIM24,KCNJ1,MUC1,POU3F3,MECOM,WFDC2,GPRC5B,WNK1,CDH16,KRT19,SULT1C2,NDRG1,TMEM72,MALAT1,CHCHD10,KCNJ15,IGFBP7,KNG1,LLGL2,SLC8A1,CYS1,GATA3,MITF,LIMCH1,ANXA11,MST1L,COBLL1,MPC2,RGL3,ARHGAP24,SDC4,S100A6,EPCAM,ERBB4,RBM47,ZNF503,NUDT4,DNASE1,MT-CO1,CD24,LHX1,GSTM3,COX8A,WSB1,VAV3,NEAT1,GLS,MTURN,SERPINF2,NEDD4L,COX5B,COL18A1,SCUBE3,NPNT,FERMT2,MPC1,COX7C,HNF1A-AS1,RP11-445F12.1,NDUFB1,DSTN,SCIN,MT-CO2,ITM2B,GALNT11,JADE1,HOXD9,ITM2C,COL6A1,UQCRB,NDUFA1,HOXB-AS3,EMX2,ERBB2,LDHB,ATP1B3,RAB3IP,COX6B1,COX6C,UQCR11,ROMO1,FAM171A1,CISD1,MFHAS1,SUCLG1,RALBP1,NFE2L2,RNPC3,CAMK2N1,ATP5B,COL1A2,TMCO1,MT-CO3,NDUFB2,MST1P2,ARSD,HSP90AA1,LRPAP1,APLP2,VAMP8,COX6A1,LAMB1,CTDSPL,COA3,TRIM2,ATP5H,TGOLN2,PDHA1,KIF12,COMMD6,DECR1,BTG1,ATP6AP2,PHLDB1,ATP5L,MYO6,KIF3B,PTGR1,ATP6V0B,ATP6V1F,TMEM245,MT-RNR1,SERF2,COX7B,ATP5I,KRT8,PNKD,LRRFIP1,FKBP2,ETFB,TRIM56,LL22NC03-2H8.5,UQCRQ,DAZAP2,PLEKHA5,ATPIF1,ARL4C,ACADVL,AIF1L,DCDC2,CLCN5,NDUFC1,ANK3,PAWR,SNRPN,LMAN2,PTH1R,AHCYL1,C14orf105,MRPS18B,ATP5G1,PLXNB1,QPRT,NDUFA3,ABLIM1,ADAMTS9,LAMTOR5,NDUFA4,MT-ND6,YTHDC1,PTPN13,NDUFB9,NPC2,NDUFB7,C19orf70,POLR2L,MRPL33,PLEKHJ1,COX5A,IVNS1ABP,CLINT1,ECI1,SNHG14,HOXB3,ATP6V0E1,SELENOP,PFKL,PTPRF,NOP10,UQCRFS1,PTBP3,PIK3R1,TMBIM6,PSAP,CYC1,ADD3,RPS4Y1,ATP5G3,COX7A2,NDUFA13,GSTK1,GCC2,UQCR10,QKI,AFG3L2,NDUFA6,CYB5A,AHNAK,TCEAL4,RP11-270C12.3,ZC3H13,PTTG1IP,SLC25A5,CYCS,YWHAB,MT-ND3,MINOS1,PHGDH,NSRP1,VDAC1,FRMD4A,PEBP1,TTC14,TMEM59,MYO10,ATP5A1,NDUFA5,ZNHIT1,TFDP2,COX4I1,MPHOSPH8,NDUFA10,UBE2G2,BEX2,HIPK2,NDUFA2,SARAF,CHMP2A,COPS6,OST4,HOXA9,RTN4,TSTD1,COX20,HIGD2A,GBAS,USMG5,NDUFB10,PRMT2,SEC62,COPS9,MRPS6,TMA7,SEC61G,TMED4,SOD1,KNOP1,ATP5E,RPL36AL,MGST3,S100A13,ZMAT2 STANDARD_NAME Menon_Fetal_Kidney_9_Endothelial_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS ADGRL4,ADGRF5,NOSTRIN,PECAM1,FLT1,TM4SF18,CD34,APLNR,KDR,IGFBP5,SDPR,GMFG,NOTCH4,TM4SF1,EMCN,EHD3,HLA-B,PIEZO2,PLPP3,MEF2C,HLA-E,B2M,EGFL7,RAMP2,ETS1,ESAM,TGFBR2,PRCP,IFI16,GNG11,VAMP5,A2M,PCDH17,THY1,PTRF,C8orf4,CD74,RNASE1,UACA,COL4A1,TCF4,CLDN5,IL6ST,TIMP3,HLA-A,IGFBP4,FN1,GNAI2,LIFR,SPTBN1,COTL1,CALM1,MEIS2,MSN,HSPG2,MAP4K4,H19,NIN,TMSB4X,ANXA2,NRP1,TMSB10,ARHGAP29,EFNB2,LGALS1,TPM3,COL4A2,NEAT1,CDC37,TPM4,ROCK2,MARCKS,CRIP2,RDX,SPARC,SERPINH1,TUBA1B,PTTG1IP,ITGB1,RRBP1,MYL12A,MAGED2,MKI67,RHOA,KIF5B,NES,MYL6,HMGB1P5,S100A6,LPP,CCND1,ARPC2,IER2,ACTR2,IFITM3,CD81,IFITM2,FKBP1A,PXDN,APP,PBX1,KTN1 STANDARD_NAME Menon_Fetal_Kidney_10_Immune_Cells ORGANISM Homo sapiens ORGAN_SYSTEM Urinary System PMID 30166318 PUBLICATION_TITLE Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney AUTHORS Menon R,Otto EA,Kokoruda A,Zhou J,Zhang Z,Yoon E,Chen YC,Troyanskaya O,Spence JR,Kretzler M,Cebri�n C GEOID GSE109205 EXACT_SOURCE Table S1: The table provides list of significantly expressed genes for each of the 11 clusters compared to all other clusters EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF RAW_PUBLICATION_MEMBERS LST1,HLA-DPA1,SRGN,MNDA,CORO1A,LCP1,HLA-DRB1,HLA-DRA,CYBB,TYROBP,PTPRC,IGSF6,LAPTM5,HLA-DRB6,HLA-DPB1,SAMHD1,FYB,ARHGDIB,CD74,AIF1,HLA-B,S100A4,ARPC1B,B2M,MEF2C,CST3,TMSB4X,HLA-C,FGL2,TPM3,MAF,ACTB,COTL1,GPX1,ACTR2,FTL,PFN1,RGS10,SH3BGRL3,FTLP3,HLA-E,ARPC2,KLF6,CNPY3,SAT1,PABPC1,TMSB4XP8,CCDC88A,CAP1,RP11-297L17.6,FOS,ZFP36L2,HLA-A,S100A11,TPT1,GRB2,TMSB10,DAB2,RPLP1,ARPC3,LRRFIP1,LGALS1,VAMP8,RPL27,CYBA,RP11-234A1.1,UBA52,OAZ1,RP11-466H18.1,EEF1B2P6,NEAT1,RPLP2,RBPJ,SNHG5,MYL6,CAPZB,PSAP,TOP1,ATP5E,RP4-604A21.1,IQGAP1,RPS15A,S100A6,CFL1,RPL27A,TUBA1B,RPL12 STANDARD_NAME Hu_Fetal_Retina_Amacrine ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Amacrine Cells RAW_PUBLICATION_MEMBERS TFAP2B,TFAP2A,GAD2,LHX9,MIR181A1HG,MEIS2,RUNX1T1,NRXN3,ZNF385D,FBXW7,CELF4,HMP19,MGARP,FAT3,PPFIA2,GRIA4,MYT1L,NRXN1,DLG2,RGS8,RND3,RP11-96L14.7,NRP1,CABP1,SRRM4,DIRAS2,MIR124-2HG,SCN3A,LINC00461,NNAT,PCBP3,MEIS1,RORB,SRGAP3,TRIB2,GRIA2,TAGLN3,ANK3,ELMOD1,PAX6,SYT1,RBFOX2,RTN1,STMN2,MAB21L1,MAP2,CCDC88A,SOX4,SCG3,INA,BEX1,RCVRN,GPM6A,MLLT11,CD24,CRABP1,TUBB2A,DPYSL2,TUBB2B,NREP,RERE,MARCKSL1,STMN1,CFL1,LUC7L3 STANDARD_NAME Hu_Fetal_Retina_Bipolar ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Bipolar Cells RAW_PUBLICATION_MEMBERS VSX1,GRM6,PRDM8,CADPS,NEUROD4,CA10,VSX2,FSTL5,CHN2,AANAT,PCP2,LRTM1,RIMS2,SLC1A7,RCVRN,PLXDC1,GNB3,TMEM176B,WIF1,SLC17A7,ST18,TMEM215,KCNMA1,NETO1,C1orf61,TF,KIAA1107,FRMD3,GPX3,SV2B,STX3,SLC4A10,CABP2,NRXN3,ZNF385B,UNC119,PROX1,CAMK2B,GNG13,NEUROD1,CRYBG3,PDC,MAP7,LINC00599,CRYM,TRNP1,OTX2,SNAP25,SAG,CRYAA,FAM171B,NRL,MIR124-2HG,ANK3,CACNA1F,NFIB,CRX,AGAP1,RP1,PLCD4,ABCA7,ATP2B1,TCF4,AIPL1,RD3,GNAT1,SYP,ATP1B2,RAX2,LINC00461,SRRM4,CDHR1,MPP4,43712,NR2E3,MAP4,PCBP3,PCBP4,SYT1,KCNV2,PROM1,MEG3,CCDC88A,NNAT,ROM1,CKB,GPM6A,TFAP2B STANDARD_NAME Hu_Fetal_Retina_Blood ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Fetal Blood Cells RAW_PUBLICATION_MEMBERS HBZ,AHSP,HBM,ALAS2,GYPB,GYPA,HBE1,HBA1,HEMGN,HBG2,HBQ1,HBB,SLC25A37,HBA2,BLVRB,SLC4A1,MT1G,GYPC,MT1H,SELENBP1,MYL4,EPB42,HBG1,FAM46C,HBZP1,MT2A,HMBS,SLC25A39,BPGM,GYPE,FECH,SPTA1,MT1E,FAM210B,SMIM1,MPP1,CTSE,UCP2,RHAG,MT1F,MT1X,GATA1,DMTN,RGS10,KLF1,NCOA4,XK,SNORD3A,C17orf99,STRADB,GMPR,ANK1,TESC,KEL,LXN,S100A4,SLC39A8,NFE2,PCGF5,LMO2,GLRX5,UROD,CD36,CPOX,TUBB6,TAL1,ADIPOR1,TMEM56,S100A6,APOBEC3C,SLC22A4,RP11-470P21.2,UROS,CR1L,LGALS1,FTLP2,DCAF12,PRDX2,OSBP2,UBAC1,FBXO7,TSPAN32,CCND3,ABCB10,GSTO1,SNCA,NT5DC4,LINC00152,ERMAP,FAM65C,MIR4435-2HG,RAP1GAP,HK1,GFI1B,NUDT4,TMEM14B,CCNDBP1,EIF2AK1,FAM104A,ALAD,OAZ1,ARID3A,ARL4A,PDCD10,NPL,TGM2,RHCE,HCN3,BCL2L1,MKI67,CAT,SNX22,PPOX,FAH,TMEM14C,HPS1,ST6GALNAC1,SPTB,PRDX6,FAXDC2,RRM2,COL3A1,TNS1,TFRC,SPECC1,SMIM5,C20orf196,CENPF,BIRC2,PTTG1,BIRC5,MRC2,MTURN,TUBB1,ANP32B,PPP1R15A,YBX3,MPC2,CENPW,FTL,GUK1,EPOR,CTSL,PKLR,PSMF1,SNX3,CRNDE,PIM2,ELOF1,USP15,TRAK2,TMOD1,TALDO1,ESPN,RPA3,YOD1,TYMS,TCEB2,FIS1,UXT,NPRL3,PODXL,PIM1,CREG1,EIF1AY,DHFR,SLC1A5,ADA,EMP3,CDKN3,RGCC,MIR4458HG,CTSB,WASF2,ELF1,ZMAT2,OPTN,FURIN,STOM,KLF3,AURKA,YBX1,IQGAP2,MT-TL1,RBM38,HSF1,GHITM,CDC42EP1,ATP5E,CHPT1,EMX2,PITX1,COL1A1,PCBD2,ELL2,FAM213A,ANXA2R,GALNT2,B2M,NAA50,COX7B,SYNGR2,BTF3,UBA52,TXNIP,APRT,CENPH,NUF2,NR1H2,TRIM56,TUBG1,BUB1,GALNT10,BGN,SLC2A1,NBAS,UFD1L,CKS2,CXCL12,RHOG,GNG11,TTLL12,NDUFB6,PMEL,SERF2,DCXR,NDC80,HINT2,RPL36AL,PLXND1,ANXA1,SEC62,COL1A2,CALM3,GSTK1,RBX1,TP53I3,ANLN,EDNRA,ADD3,POLR2L,UBB,ATP5J2,PRDX5,GLIPR2,DCT,MELK,TCF19,HLA-E,PCOLCE,TMEM141,TROAP,ITM2A,HHEX,TMA7,FTH1,UBE2C,RNASE1,EIF3K,GSTP1,CAPNS1,COX6B1,AURKB,EIF1,MIR99AHG,HIST1H2BH,EDN3,METTL7A,RPL29,WDR26,MYL6,CIT,EMCN,CPED1,RPL35,CTSC,RPS2,MGST1,FBN2,NID1,RPS12,MYH9,CYP26A1 STANDARD_NAME Hu_Fetal_Retina_Fibroblast ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Retinal Fibroblasts RAW_PUBLICATION_MEMBERS COL3A1,COL1A1,FOXC1,PCOLCE,PITX2,COL1A2,LGALS1,S100A11,GMDS,BGN,LAMA4,CPED1,PCDH18,EDNRA,SULT1E1,TGFBI,DCN,HBE1,RAMP2,FN1,SCUBE1,FBN2,OLFML3,CXCL12,SHISA2,CD248,EDN3,LUM,ITM2A,HBZ,NR3C1,EMCN,RARB,LAMB1,PRRX1,NID1,FOXC2,CTSC,COL5A1,COL5A2,KCTD12,PIEZO2,FOXF2,PDGFRA,COL6A2,MIR99AHG,OGN,PMP22,SERPINH1,COL6A3,VCAN,MXRA5,CTSK,TGM2,EPB41L2,SNAI2,COL4A1,CTGF,RSPO3,PDGFRB,EGR1,BAMBI,EGFL6,GUCY1A3,EMP3,IFITM3,CDH11,IL11RA,ID3,CYTL1,TXNIP,TPST1,IFITM2,ANGPT1,CD99,NDNF,LY6E,SLC26A7,MYLIP,CALD1,PITX1,EPHA3,SYNPO2,HBA1,IRF1,FBLN1,SIX1,IFI16,IGF2,CYP26A1,LAMA1,KANK2,H19,RRBP1,GLT8D2,ALDH1A2,HBA2,HBG2,DLC1,APOD,FCGRT,CCDC80,ZFP36,TFPI,FOSB,NFIA,CLMP,NRP2,FRMD6,LGI1,DKK2,RAB34,MRC2,NR2F2,TIMP1,GPX8,SVIL,TGFB1I1,ECE1,NFKBIZ,RBMS3,PLVAP,CCND2,CREB5,THY1,NOTCH3,MMP2,C1orf54,LIMA1,EMX2,FSTL1,ETS1,LRRC17,LAMC1,IGFBP6,MFAP4,EGFL7,S1PR3,TMEM119,MEF2C,FGFR2,COL21A1,FOS,HIF3A,JUNB,FLRT3,TMEM204,IGFBP5,TPM2,MCAM,IGFBP7,FBN1,SCARA5,SERTAD1,MXRA8,IER2,PPP1R15A,HSPA5,FOXP1,JAG1,CALU,PTN,SOCS3,TCF4,COL4A2,SPATS2L,PLPP3,SPARC,RN7SL832P,LTBP4,EMILIN1,CYR61,ITGB1,EFEMP2,FST,LAPTM4A,TBX18,SPON1,SNED1,JUN,ARHGAP29,B2M,GNG12,RHOC,FLNA,IL6ST,NCOA7,CYTH3,PLEKHH2,ANXA2,ADD3,TWIST1,SCIN,PEAR1,ELK3,RNU4-2,MYH10,PLK2,ENG,RP11-386I14.4,RAB13,TPM1,NUDT4,CDC42EP3,SMTN,UACA,CCNL1,DSE,CLIC1,OLFML1,MYL12A,GOLIM4,TJP1,RP11-166D19.1,HES1,STOM,IQGAP1,HAS2,TUBB6,EGFR,P3H4,CPXM1,EVA1B,CEBPD,OAF,WWTR1,BMP1,PRSS23,HIC1,COL4A5,EPHA7,FHL3,TSPYL2,CAST,SNORD3B-2,GADD45B,DOCK1,SMARCA1,FXYD5,RHOJ,TPBG,RARG,C1R,FRMD4A,EFNB1,LAMC3,TMEM173,TPM4,HLA-E,TNS2,TMEM263,ALX4,AHNAK,EML4,ESAM,HMGA2,RNU4ATAC,PLEKHG1,EFNB2,DDR2,EXTL2,NHS,ROCK2,PTCH1,FAM114A1,ALCAM,MAGED2,SIX2,GPC4,KLF2,ANTXR1,ANXA5,ZFP36L1,NFKBIA,TUSC3,RBMS1,SNHG18,GSTO1,FOXP2,PLBD1,WBP5,CTD-3014M21.1,FKBP7,FBLIM1,SDC1,AMOTL1,PHLDB2,EPHB4,ETS2,SNORD3A,LRIG3,LUZP1,SEC24D,PTH1R,ANPEP,MT-TC,ZFP36L2,BCAP29,PLXNC1,CYBA,KCNQ1OT1,MAFF,WASF2,GNG11,KLF4,43719,PARVA,DNAJB1,CRTAP,SMARCA2,S100A10,LOXL2,LEPROT,SLC2A3,MAGT1,P3H1,HLA-A,MYH9,CD81,CENPW,ITGA5,IGFBP4,MFAP2,DNM3OS,EPS8,TP53I3,ERBB2IP,HERPUD1,HMCN1,DAB2,KDELR2,PLAC9,TLN1,MDFIC,FGFR1,PGF,UTRN,S100A13,KCTD15,COL27A1,TCF7L1,SLC9A3R2,CNN3,MYL9,LPAR6,CFI,F2R,MSN,DHRS3,SDC2,CMTM3,PXDN,MDK,PLS3,MEST,ID1,CDC42EP1,RGS2,OSTC,FKBP9,BTG2,SNAI1,ECI2,CLIC4,MCL1,STK3,H2AFJ,NOTCH2,SORBS3,ARHGAP28,EMP2,TCEAL8,ISG15,C6orf89,43710,SMAD3,HSP90B1,LAMB2,SMIM7,AEBP1,GYPC,PRKAR1A,FLNB,CYFIP1,PFN1,MT2A,FAM111A,WLS,SULF1,SLC25A37 STANDARD_NAME Hu_Fetal_Retina_Horizontal ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Horizontal Cells RAW_PUBLICATION_MEMBERS ONECUT2,ONECUT1,TFAP2B,ONECUT3,RP11-714M23.2,PROX1,PLXNA2,CACNG3,SULF2,PTF1A,CNTNAP2,TFAP2A,HMP19,STMN2,MIR124-2HG,RORB,ADD2,NTRK1,MAGI1,LINC00599,STMN4,SYT4,PTPRF,INA,NDRG4,CRYGD,MIAT,MGARP,TAGLN3,SCN3A,CD24,MLLT11,SOX4,TUBB2B,RTN1,MEIS1,NNAT,PAX6,HN1,TUBA1A,STMN1 STANDARD_NAME Hu_Fetal_Retina_Microglia ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Retinal Microglia RAW_PUBLICATION_MEMBERS AIF1,TYROBP,LAPTM5,CD74,CX3CR1,FCER1G,C1QA,C3,SRGN,RGS1,C1QB,MEF2C,ARHGDIB,ITGB2,RNASET2,HLA-DRA,C1QC,ALOX5AP,LST1,CSF2RA,CSF1R,CD53,SLCO2B1,MED12L,IFI16,CYBB,S100A11,CCL3L3,PLD4,A2M,VAMP8,KCTD12,CTSS,ZFP36,VSIG4,C10orf54,HLA-B,C3AR1,RNASE6,MS4A7,OLR1,TREM2,FCGR1A,LPAR6,GPR34,PTPRC,ADAM28,TMEM52B,SPP1,LCP1,FYB,P2RY13,APBB1IP,LY86,GPR183,ADAP2,GMFG,BHLHE41,FPR1,MAF,HCLS1,SAMSN1,SAMHD1,DOCK8,IGSF6,PTAFR,FCGRT,B2M,HLA-E,FCGR3A,CCL4L2,CXCL8,HLA-DRB1,FCGR2A,HPGDS,GSN,ACY3,ARPC1B,CD83,IRF8,RGS10,HLA-DPA1,IFNGR1,PLXDC2,CSF3R,CEBPD,CD36,GATM,CD14,SYK,OGFRL1,GAL3ST4,PLEK,TBXAS1,PARVG,LYN,FOLR2,CD300A,HCK,ADORA3,IL6R,FAM105A,SKAP2,INPP5D,TMIGD3,LAT2,DOCK2,IL13RA1,MPEG1,HAVCR2,MKNK1,CTSB,CD84,PYCARD,OLFML3,LGMN,NINJ1,LILRB4,NCKAP1L,CORO1A,GNB4,NCF4,IKZF1,ITPR2,LIPA,HLA-DMB,SAT1,RHOG,EVI2A,CD86,TAGAP,HLA-C,ELF1,PCED1B-AS1,RGS2,RNA5SP151,KLF2,GIMAP4,LSP1,RB1,FGL2,ITGAX,MERTK,BLNK,MNDA,CREG1,LAIR1,TMEM173,CDKN1A,B3GNT5,CLEC7A,TXNIP,SORL1,CYBA,CTSC,RPS6KA1,ENTPD1,RHBDF2,LINC00996,TLR10,SH2B3,NR4A2,JUNB,BAG3,RGS19,IL10RA,BTG2,SELPLG,SLA,AOAH,PTPRE,IPCEF1,TYMP,STAB1,GNAI2,U1,BIN1,TLR4,P2RY12,MYO1F,GRN,CYFIP1,AP1B1,EVI2B,TNFRSF1B,ARHGAP4,SIGLEC10,CAP1,SH3KBP1,PLCB2,FOSB,TRIM38,HMOX1,IER5,BIN2,FAM49B,SCAMP2,NPL,CD4,GADD45B,NFKBIA,HCST,LIMS1,GM2A,TLN1,RAP1A,LPAR5,RUNX1,CD37,SUSD3,ATP8B4,KLF6,ZFP36L1,LPCAT2,RNF213,PPP1R15A,SFMBT2,UCP2,LY96,ARHGAP9,SLC2A3,MYH9,SP100,SYNGR2,GLRX,FTLP2,TMSB4XP4,OSTF1,CPVL,DUSP1,ST6GAL1,CNPY3,MSN,IL6ST,HLA-DMA,DOCK10,ARHGAP25,TGFBR2,SWAP70,MIS18BP1,STK10,PPP1R18,PIP4K2A,ETS2,MFSD1,CCR1,PLSCR1,GPX1,LAP3,PALD1,DOCK4,MGAT4A,PARP14,CASP1,ABCG2,VAV1,MYLIP,PREX1,ABI3,CMTM7,NFKBIZ,GAS6,GPSM3,SIRPA,MEF2A,SFT2D1,FMNL3,ACTR2,CXCL16,ARRB2,COLGALT1,PRR13,C12orf75,P2RX4,RCSD1,CYTH4,PLEKHO1,TNFRSF1A,HLA-A,FGD2,PLAUR,GRB2,ARHGAP27,DNAJB1,SIPA1,ARHGAP30,ZCCHC6,ITGAM,FOS,CAPZB,MOB1A,LGALS9,SPI1,PRKCD,METTL7A,LCP2,ADRBK1,MGST2,CEBPB,RHOB,TMC6,MILR1,ACTR3,MYL12A,PPT1,LPXN,HMHA1,CHCHD7,ARPC3,QKI,HSPA1A,HSPA1B,SMAP2,ALOX5,TMSB4XP8,43525,NAA20,ITSN2,HERPUD1,SGK1,CPED1,AKAP13,KIAA0930,NEK6,TACC1,EFHD2,STXBP2,SH3BGRL,ANXA11,GLUL,MBNL1,MYO9B,SLC29A1,LAMP2,ATP6V0E1,GLIPR1,ITM2B,KLF3,SERP1,TAPBP,ZYX,GNA13,NFE2L2,SNX5,COTL1,RAB31,ZFP36L2,CMTM6,STK4,NEAT1,CCNL1,WAS,PFN1,ARPC2,ABHD12,SPRED1,PABPC1,HIST2H2AA4,TMSB4X,ATF3,ADAM9,ARPC5,RAC1,CD164,SRGAP2,FTL,NPC2,ANXA5,CIB1,SRGAP2B,PSAP,RAP1B,CTSD,GNG5,RAC1P2,RHOA,CST3,TMBIM6,OAZ1,UBC,ACTB,TPT1,DDX5 STANDARD_NAME Hu_Fetal_Retina_Muller ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF M�ller glia cells RAW_PUBLICATION_MEMBERS WIF1,TF,PLP1,ATP1A2,SLC1A3,PRSS35,ANGPTL1,GPM6B,FABP7,LGI4,SPP1,SPON1,SEL1L3,PMEPA1,SOX2,CRYM,DKK3,HES1,MYO10,TTYH1,PTPRZ1,C1orf61,LINC00461,CCND1,SAT1,RASSF4,TRIB2,CDC42EP4,RCVRN,GAD2,CLU,ZFP36L1,SIX6,NCAM1,RTN4,MUM1,PEA15,CKB,VIM,BEX1,NNAT,SNRPG STANDARD_NAME Hu_Fetal_Retina_Photoreceptor ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Rod Photoreceptor Cells RAW_PUBLICATION_MEMBERS PDC,AIPL1,RCVRN,NRL,RP11-184I16.4,NR2E3,GNB3,ROM1,RP1,NEUROD1,GNAT1,CRX,KCNV2,SLC1A7,GADD45G,CNGB1,TMEM244,MPP4,GNGT2,AMER2,43525,ANKRD33B,SLC38A5,MRLN,RAX2,KIAA1107,MAK,PROM1,RBP3,LINC00599,FAM161A,PRDM1,CDHR1,IMPG2,EPB41L2,FABP7,NTM,PRPH2,ATP1B2,CCDC181,CAMK2B,NEUROD4,43712,UNC119,AANAT,RIMS2,OTX2,PCBP4,SLC17A7,FSTL5,TULP1,PTPN13,SRRM4,BAZ2B,GRM6,NDRG1,UBXN4,PTPRZ1,AHI1,PLEKHB1,TUBB4B,DUSP1,CADPS,SNAP25,VAMP2,TERT,FOS,SYT1,CKB,AKAP9,NNAT,HIST1H4C,SOX4,H3F3B,TPI1 STANDARD_NAME Hu_Fetal_Retina_RGC ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Retinal Ganglion Cells RAW_PUBLICATION_MEMBERS PRPH,ELAVL4,SNCG,ISL1,GAP43,NRN1,OLFM1,CNTN2,EBF1,NSG1,SYT4,NHLH2,EBF3,POU4F2,POU6F2,NEFL,NEFM,DCX,RTN1,S100A10,SST,INA,TUBB2A,CHRNB3,MLLT11,RGS10,KLF7,REEP1,CDKN2D,SMIM18,UCHL1,TAGLN3,CXCR4,CRMP1,STMN2,RBPMS,SCN9A,GLRX,L1CAM,ADCY1,EPS8L1,DPYSL3,TSPAN7,TRIM36,SLC17A6,CRIP2,ELAVL2,MAPT,SVBP,DLL3,UG0898H09,TPPP3,ACOT7,CALB2,ALCAM,DPYSL5,SCG3,GDAP1L1,SNCA,FXYD7,PGM2L1,BNIP3,IRX2,CTC-378H22.2,TFAP2D,HMGCS1,SH3BGRL3,FDFT1,ANK2,CHGB,HMGCR,CD24,CD200,AKR1C1,C14orf132,HSPA12A,NAGK,PCSK2,SCG5,PPP1R1C,PPP1R1A,SLIT1,DCDC1,RAB33A,RIT2,ATOH7,DCC,CEND1,NKAIN1,RP11-247C2.2,DYNC1LI1,CXADR,HN1,ACSL4,RBPMS2,IRX3,EDIL3,CCDC184,MIAT,C3orf14,43711,DYNLT1,ATP6V1G2,C16orf45,TUBB2B,GNG2,PBX3,ETFB,LRFN5,CTNNA2,FABP3,FNDC5,FGF13,XPR1,PAFAH1B3,DPYSL2,KIF5A,TMEM14A,CALM3,AKAP6,FABP5,VSTM2L,ROBO2,VDAC3,DTD1,TAC1,OPTN,TXN,KIFAP3,CRABP2,WRB,ZC2HC1A,AP3S1,AFAP1,SEZ6L,TMOD2,MAP2,PFDN4,FAR2,COMTD1,FSD1,FNBP1L,SRGAP1,TBCB,PCSK1N,PNMA2,TMEM97,PRUNE2,ADD2,ATAT1,SQLE,PCMT1,RAB31,ACAT2,RBFOX3,RXRG,KLC1,ELAVL3,MAP1LC3B,MSMO1,HCFC1R1,RAB3A,MGST3,VAT1,STMN4,NDRG4,CDS2,MVD,ADAM11,CCDC112,CORO2A,CETN2,STMN3,DPYSL4,IDI1,CACNB3,PPP2R2B,KIF3A,MAP1B,HEY1,DNER,DBNDD1,RAB3B,CADM1,STARD3NL,OCIAD2,STX1A,RUNDC3B,KLHL35,EBP,CRABP1,TMSB4XP4,BTBD10,YWHAH,RAB6B,SYT13,SBK1,NAV2,NMNAT2,TMSB15A,GDI1,NIPSNAP3A,RALYL,CHRNA3,NKAIN4,PAK7,INSIG1,CPNE4,ADGRG1,SRI,KCTD16,GFRA2,ACLY,NAV1,AKR1C2,ITGB1BP1,RBFOX2,SLC38A1,MEIS3,GNAO1,ATCAY,TOX2,NELL2,UBE2L6,FKBP1B,C4orf48,TCEAL7,UBE2D1,KIF3C,WDR47,CTD-2314G24.2,ATL1,PGK1,MAPRE2,SCD,C10orf35,EPHA5,DYNC1LI2,MAP6,LDHA,FKBP3,EPHB1,NCAN,SMAD9,YWHAQ,PKIA,PDE6D,TENM3,TXNDC17,SMS,GABBR2,ACTR10,TTC9B,TUBA1A,CYCS,TMEFF2,NPDC1,PFKFB3,STX7,MAPK10,CHN1,RAB10,FASN,DYNLRB1,CPNE9,JUP,ACSL3,ISLR2,PHACTR3,NLN,KLHL1,BEND5,PFDN2,SOX11,DACH2,PRRT2,MTCH2,LSS,MFSD10,FAXC,PPP1R14B,JAKMIP2,TAF9,TP53I11,CPLX2,CNR1,GNAI1,SNAP25,DCTN2,SLC2A6,FAM127A,BEX1,RAP1GDS1,RAB2A,GTF2A2,MAP4,CALM2,SYT1,GRIA2,TMEM59L,FYN,LCOR,NTRK1,DCLK1,KIF5C,GDAP1,PHYHIPL,BLOC1S2,DBI,TMEM50A,GAPDH,TPD52,ARPP19,VKORC1,TLE4,SEZ6L2,SH3BGRL2,KIAA1715,SEC11C,USMG5,RUFY2,KIDINS220,LDOC1,RUSC1,ATP6V1H,SGCB,SEC61G,ZNF804A,DYNC1H1,PAPSS1,PDK1,YWHAZ,ARL3,ACHE,ARL6IP5,CBLN2,RAB6A,FAM171B,FAM229B,CASP3,TMEM35,CNRIP1,SRP9,DACH1,IDH1,FAM162A,RALGDS,CDC42,PRMT2,PSENEN,DYNLT3,ARPC1A,WASF1,COX17,MEAF6,CEP170,ZCCHC17,VBP1,RGMB,SCOC,MYCN,DDAH2,NOP10,ARPC5,FEZ1,NDUFS4,CACNA1B,DCTN3,APLP1,MYL12B,MORF4L2,ATP5O,ENO2,SYT7,TCP1,POLR2K,C20orf27,GRB2,NCAM1,ACTR1A,DYNC1I2,DBN1,PGAM1,GPI,UBE2E2,RNF5,YWHAG,SYT5,FIBP,BASP1,PNMA1,PLXNA3,SLC35F1,MYO1B,RUFY3,PPIAP22,NOVA2,FXYD6,GSTA4,ACTL6B,NDUFA12,PLPPR1,TSC22D1,EIF1B,TMSB4X,KLHDC8A,LRRN3,TPM3,ZMIZ1,RTN4,SEMA6A,KPNA2,RABAC1,H3F3AP4,CRNDE,NME1,TBPL1,APBB2,RCN1,FHL1,ARPC3,NDUFB8,STXBP1,VPS72,ALDOC,VDAC2,HDAC2,FABP5P7,BNIP3L,DSTN,GABARAPL2,SCN3A,43715,CELF4,RTN3,PPP2R1A,RBX1,RND3,H3F3AP6,TRAPPC1,NRCAM,COX6A1,TUBB,PRDX5,TMSB10,CCT5,FDPS,STMN1,MAGED4B STANDARD_NAME Hu_Fetal_Retina_RPC ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Retinal Progenitor Cells RAW_PUBLICATION_MEMBERS SFRP2,SOX2,COL2A1,PLPP3,SHISA2,FZD5,DAPL1,FGF19,CPAMD8,MIS18BP1,ALDH1A1,CENPF,GINS2,HELLS,NUSAP1,TOP2A,S1PR3,TYMS,ID1,LRP2,CRB1,VSX2,RAX,CKS2,MAD2L1,KIAA0101,SIX6,AURKB,HMGB2,UBE2C,CLRN1,FOXN4,CCNB2,CENPU,COL9A1,MEST,FIGN,ZFP36L1,PTTG1,CCND1,MCM2,FAM64A,MDK,SLF1,ZWINT,MCM4,MCM7,ATAD2,LGR5,GMNN,LGR4,PCDH7,CDK1,PCNA,MCM5,CKS1B,HES1,CCDC34,MCM3,CENPM,UHRF1,CDCA7,UBE2T,PLEKHA1,CDH11,ZIC2,ID3,MAB21L1,CENPK,C19orf48,RAB31,SORCS1,TBX2,SCUBE3,TOX,HMGA1,ID2,IFITM3,CHD7,CRYAA,SNRPB,EML1,ANP32E,AHI1,MSI2,LMAN1,NASP,ODC1,DEK,HMGN2,SPP1,ARRDC3,TMSB15A,CRABP1,CKB,MEIS1,SRSF7,H2AFZ,SNRPG,RAN,SRSF2,HMGN3,HNRNPA1P48,ATOH7,NAP1L1,VIM,HIST1H4C STANDARD_NAME Hu_Fetal_Retina_RPE ORGANISM Homo sapiens ORGAN_SYSTEM Visual System PMID 31269016 PUBLICATION_TITLE Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis AUTHORS Hu Y,Wang X,Hu B,Mao Y,Chen Y,Yan L,Yong J,Dong J,Wei Y,Wang W,Wen L,Qiao J,Tang F GEOID GSE107618 EXACT_SOURCE S4 Table: DEGs of all cell classes. EXTERNAL_DETAILS_URL CHIP HUMAN_GENE_SYMBOL CATEGORY_CODE SCSig CONTRIBUTOR Anthony Castanza CONTRIBUTOR_ORG MSigDB Team DESCRIPTION_BRIEF Retinal Pigment Epithelium Cells RAW_PUBLICATION_MEMBERS PMEL,TYRP1,PTGDS,SERPINF1,TTR,TYR,ELN,TRPM1,TIMP3,DCT,FRZB,SLC38A11,GJA1,SFRP5,TRPM3,IGFBP5,SLC7A8,SLC6A13,ITGAV,PLAC9,COL8A1,SLC16A8,ENPP2,DHRS3,GPNMB,NCCRP1,RPE65,LINC00982,INPP5K,BEST1,GNG11,RGR,ALDH1A3,TSPAN10,MYRF,TFPI2,FGFR3,WFDC1,KRT18,MITF,KRT8,APOE,SLC7A2,HSD17B2,SULF1,BMP7,GPR143,TNFRSF14,CLIC6,SLC7A5,TTLL4,PLD5,WNT2B,SESN3,BMP4,SOSTDC1,NPC2,CRISPLD1,MTRNR2L12,FSTL1,PLA2G16,SPARC,CDO1,TMEM98,TPRN,RLBP1,SLC9A3R1,MLANA,EFEMP1,CTSH,SLC7A6,SFRP1,CNDP1,VAT1L,NET1,FAM84B,SGK1,SLC6A20,CST3,SLC22A8,ASB13,EZR,GALNT10,SLC35D3,LAMB2,PDPN,SLC5A6,LRAT,WLS,GEM,BHLHE40,CYP27A1,ASAH1,DDR2,PARD6B,ATP6V1C2,MORN1,RAB38,TPP1,SLC38A8,IGFBP7,NOG,SEMA3C,SLC3A2,SDC2,SLC4A4,RNASE1,PHACTR2,PGM5,SLC2A1,MET,NPIPB5,SEC14L2,FAM101B,APP,PLTP,STRA6,CTSD,MTCO1P12,FAM174B,HSD17B14,ADAMTSL3,PCP4,TPM2,COLEC12,TNS3,ABHD2,BACE2,CA14,ACOT11,PLCE1,RAB27A,SMC6,CYP2W1,PSAT1,DPP7,ITPKB,CTSV,NOTCH2,OTX2,COL18A1,COL1A2,PRDM16,SLC29A4,C1orf168,RASSF8,VEPH1,CCDC80,GNS,SLC39A12,FAM107A,SLC45A2,COL8A2,BIRC7,PDLIM5,ITGA6,RBM47,NPFFR1,MGST1,COL9A2,FGFR2,MT-ND6,PDGFRB,DCDC2,ABCA4,MARVELD1,OSBPL1A,STT3B,GPRC5C,MTATP6P1,FAM13A,TPM1,CLDN19,CPEB4,ELOVL7,FAM189A2,UBAP1L,WWTR1,NFE2L1,MT-ATP8,GULP1,CCBE1,ABCC5,PTPN14,NBPF14,SMAD3,CCND2,MT-ND5,LITAF,CRTAP,NMRK2,TACC1,VEGFB,EMP2,TEX2,CPXM2,LOXL1,PBXIP1,MT-ND3,PCOLCE2,GALNT1,PRNP,QPRT,TPD52L1,DRD4,C1S,FNIP2,ZNF503,LTBP3,GSTP1,HSPB1,KLHL3,PGM5-AS1,TSPAN4,MTCO2P12,CRIM1,UACA,CPVL,FLRT2,MYO5C,BCAS4,GPR180,STRIP2,HMGA2,PXDN,MTCO1P40,SEMA3B,43716,LIN7A,MFAP3L,PPARGC1A,SCARB1,FAM213A,ITM2B,VEGFA,PDGFC,LYPD1,LPL,SDCBP,IQGAP2,FGFRL1,HSBP1L1,NCOR2,MT-ND2,SERPINH1,FBN1,MT-CO2,PLS3,LIPG,ID3,ECHDC2,BMP2,CALD1,YAP1,NEAT1,MYL9,MT-ND1,TMEM245,PLXNB2,GOLGA4,CTNNAL1,UTRN,PSAP,TMEM205,LHX2,MT-CO1,WWC1,NUCB1,TSKU,TMEM164,TIMP2,COL27A1,TTYH3,PRKCQ,PEX7,LTBP1,MT-RNR1,MT-CYB,DSG2,NBPF19,MT-ND4,AC013463.2,MT-ATP6,MT-CO3,CDR2,SNHG25,B2M,ZFP36L2,CD63,MT-RNR2,CANX,VIM,BSG,APLP2