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Mutational Signatures: From Methods to Mechanisms

Yoo-Ah Kim, Mark D.M. Leiserson, Priya Moorjani, Roded Sharan, Damian Wójtowicz, Teresa M. Przytycka

2021Annual Review of Biomedical Data Science40 citationsDOIOpen Access PDF

Abstract

Mutations are the driving force of evolution, yet they underlie many diseases, in particular, cancer. They are thought to arise from a combination of stochastic errors in DNA processing, naturally occurring DNA damage (e.g., the spontaneous deamination of methylated CpG sites), replication errors, and dysregulation of DNA repair mechanisms. High-throughput sequencing has made it possible to generate large datasets to study mutational processes in health and disease. Since the emergence of the first mutational process studies in 2012, this field is gaining increasing attention and has already accumulated a host of computational approaches and biomedical applications.

Topics & Concepts

Computational biologyBiologyCpG siteDNAGeneticsDNA replicationDeaminationDNA repairDNA methylationGeneGene expressionBiochemistryEnzymeCancer Genomics and DiagnosticsGenomics and Rare DiseasesGenetic factors in colorectal cancer