Genome Research · 2018 · 152 citations · 52 references
Life SciencesGeneticsMolecular BiologyCancer GeneticsChromatin StructureDna ReplicationCancer EpigeneticsCancer GenomicsChromatinEpigenetic Alterations In CancerMutational SignaturesStructural MotifsCancer-associated Mutational ProcessesChromatin OrganizationDna Structural MotifsMutationRepetitive Dna Elements
Somatic mutations show variation in density across cancer genomes. Previous studies have shown that chromatin organization and replication time domains are correlated with, and thus predictive of, this variation. Here, we analyze 1809 whole-genome sequences from 10 cancer types to show that a subset of repetitive DNA sequences, called non-B motifs that predict noncanonical secondary structure formation can independently account for variation in mutation density. Combined with epigenetic factors and replication timing, the variance explained can be improved to 43%-76%. Approximately twofold mutation enrichment is observed directly within non-B motifs, is focused on exposed structural components, and is dependent on physical properties that are optimal for secondary structure formation. Therefore, there is mounting evidence that secondary structures arising from non-B motifs are not simply associated with increased mutation density-they are possibly causally implicated. Our results suggest that they are determinants of mutagenesis and increase the likelihood of recurrent mutations in the genome. This analysis calls for caution in the interpretation of recurrent mutations and highlights the importance of taking non-B motifs that can simply be inferred from the reference sequence into consideration in background models of mutability henceforth.
52
BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 30.4K citations · Full text
An integrated encyclopedia of DNA elements in the human genome
Integrative analysis of 111 reference human epigenomes
Anshul Kundaje, Wouter Meuleman, Jason Ernst et al. · Nature · 2015 · 7.1K citations · Full text
Mutational heterogeneity in cancer and the search for new cancer-associated genes
Michael S. Lawrence, Petar Stojanov, Paz Polak et al. · Nature · 2013 · 5.7K citations · Full text
deepTools: a flexible platform for exploring deep-sequencing data
Fidel Ramírez, Friederike Dündar, Sarah Diehl et al. · Nucleic Acids Research · 2014 · 4.2K citations · Full text