PLoS ONE · 2013 · 54 citations · 42 references
EngineeringPathologyGene Expression ProfilingTumor BiologyHepatobiliary TumorMatrix BiologyMolecular DiagnosticsCancer ResearchMedicineLiver PhysiologyHistopathologyColorectal CancerColon Hepatic MetastasesFunctional GenomicsCell BiologyTumor MicroenvironmentMetastatic ColonizationCancer GenomicsCell-matrix InteractionBreast CancerSystems BiologyOncologyExtracellular Matrix
To identify genes implicated in metastatic colonization of the liver in colorectal cancer, we collected pairs of primary tumors and hepatic metastases before chemotherapy in 13 patients. We compared mRNA expression in the pairs of patients to identify genes deregulated during metastatic evolution. We then validated the identified genes using data obtained by different groups. The 33-gene signature was able to classify 87% of hepatic metastases, 98% of primary tumors, 97% of normal colon mucosa, and 95% of normal liver tissues in six datasets obtained using five different microarray platforms. The identified genes are specific to colon cancer and hepatic metastases since other metastatic locations and hepatic metastases originating from breast cancer were not classified by the signature. Gene Ontology term analysis showed that 50% of the genes are implicated in extracellular matrix remodeling, and more precisely in cell adhesion, extracellular matrix organization and angiogenesis. Because of the high efficiency of the signature to classify colon hepatic metastases, the identified genes represent promising targets to develop new therapies that will specifically affect hepatic metastasis microenvironment.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 352.8K citations · Full text
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Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 52.1K citations · Full text
Gene Ontology: tool for the unification of biology
Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 43.3K citations · Full text
Functional Genomics, Engineering, Bioinformatics Database +11