Science · 2017 · 263 citations · 12 references
Life SciencesGeneticsMolecular GeneticsCancer GeneticsDna RepairGenomicsCancer GenomicsDna DamageMutational SignaturesSomatic Variant InterpretationVariant AnalysisVariant DetectionCancer Mutation SignaturesMutagenic MechanismsSomatic Variant Analysis
Mutations in somatic cells generate a heterogeneous genomic population and may result in serious medical conditions. Although cancer is typically associated with somatic variations, advances in DNA sequencing indicate that cell-specific variants affect a number of phenotypes and pathologies. Here, we show that mutagenic damage accounts for the majority of the erroneous identification of variants with low to moderate (1 to 5%) frequency. More important, we found signatures of damage in most sequencing data sets in widely used resources, including the 1000 Genomes Project and The Cancer Genome Atlas, establishing damage as a pervasive cause of sequencing errors. The extent of this damage directly confounds the determination of somatic variants in these data sets.
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The Sequence Alignment/Map format and SAMtools
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A global reference for human genetic variation
Richard Durbin, Peter Donnelly, Paul Flicek et al. · Nature · 2015 · 20K citations · Full text
VarScan 2: Somatic mutation and copy number alteration discovery in cancer by exome sequencing
Daniel C. Koboldt, Qunyuan Zhang, David E. Larson et al. · Genome Research · 2012 · 5.3K citations · Full text