Gene Set: SWEET_KRAS_TARGETS_DN

Standard name SWEET_KRAS_TARGETS_DN
Systematic name M4359
Brief description Genes upregulated in control vs KRAS [GeneID=3845] knockdown in a human cell line.
Full description or abstract Using advanced gene targeting methods, generating mouse models of cancer that accurately reproduce the genetic alterations present in human tumors is now relatively straightforward. The challenge is to determine to what extent such models faithfully mimic human disease with respect to the underlying molecular mechanisms that accompany tumor progression. Here we describe a method for comparing mouse models of cancer with human tumors using gene-expression profiling. We applied this method to the analysis of a model of Kras2-mediated lung cancer and found a good relationship to human lung adenocarcinoma, thereby validating the model. Furthermore, we found that whereas a gene-expression signature of KRAS2 activation was not identifiable when analyzing human tumors with known KRAS2 mutation status alone, integrating mouse and human data uncovered a gene-expression signature of KRAS2 mutation in human lung cancer. We confirmed the importance of this signature by gene-expression analysis of short hairpin RNA-mediated inhibition of oncogenic Kras2. These experiments identified both a pattern of gene expression indicative of KRAS2 mutation and potential effectors of oncogenic KRAS2 activity in human cancer. This approach provides a strategy for using genomic analysis of animal models to probe human disease.
Collection C2: curated gene sets
      CGP: chemical and genetic perturbations
Source publication Pubmed 15608639   Authors: Sweet-Cordero A,Mukherjee S,Subramanian A,You H,Roix JJ,Ladd-Acosta C,Mesirov J,Golub TR,Jacks T
Exact source unknown
Related gene sets (show 4 additional gene sets from the source publication)

(show 277 gene sets from the same authors)
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Organism Homo sapiens
Contributed by Aravind Subramanian (Broad Institute)
Source platform HUMAN_GENE_SYMBOL
Dataset references (show 1 datasets)
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Compendia expression profiles Human tissue compendium (Novartis)
NCI-60 cell lines (National Cancer Institute)
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Version history 3.0: Renamed from CORDERO_KRAS_KD_VS_CONTROL_DN

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