Science Advances · 2022 · 23 citations · 70 references
Life SciencesGeneticsMolecular GeneticsComparative GeneticsComparative GenomicsGenomicsCancer GenomicsCancer RiskComparative Cancer GeneticsGermline Cancer PredispositionGermline Cancer SusceptibilityResistance Gene DiscoveryCancer Driver Gene ConservationCancer Driver Gene IdentificationCancer Risk AssessmentComparative Cancer GenomicsComparative Cancer Pathway AnalysisCross-species Comparative OncologyCross-species Mutational SignaturesGermline Mutations
Cancer is a predominant disease across animals. We applied a comparative genomics approach to systematically characterize genes whose conservation levels correlate positively (PC) or negatively (NC) with cancer resistance estimates across 193 vertebrates. Pathway analysis reveals that NC genes are enriched for metabolic functions and PC genes in cell cycle regulation, DNA repair, and immune response, pointing to their corresponding roles in mediating cancer risk. We find that PC genes are less tolerant to loss-of-function (LoF) mutations, are enriched in cancer driver genes, and are associated with germline mutations that increase human cancer risk. Their relevance to cancer risk is further supported via the analysis of mouse functional genomics and cancer mortality of zoo mammals' data. In sum, our study describes a cross-species genomic analysis pointing to candidate genes that may mediate human cancer risk.
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Basic local alignment search tool
Stephen F. Altschul, Warren Gish, Webb Miller et al. · Journal of Molecular Biology · 1990 · 94.5K citations
The mutational constraint spectrum quantified from variation in 141,456 humans
Konrad J. Karczewski, Laurent C. Francioli, Grace Tiao et al. · Nature · 2020 · 10.1K citations · Full text
The Genotype-Tissue Expression (GTEx) project.