Cross-species identification of cancer resistance-associated genes that may mediate human cancer risk.
Nishanth Ulhas NairKuoyuan ChengLamis NaddafElad SharonLipika R PalPadma Sheila RajagopalIrene UntermanKenneth D AldapeSridhar HannenhalliChi-Ping DayYuval TabachEytan RuppinPublished in: Science advances (2022)
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.
Keyphrases
- papillary thyroid
- dna repair
- genome wide
- endothelial cells
- cell cycle
- squamous cell
- bioinformatics analysis
- immune response
- cardiovascular disease
- cell proliferation
- dna methylation
- machine learning
- risk factors
- single cell
- deep learning
- electronic health record
- inflammatory response
- childhood cancer
- dna damage response
- toll like receptor