MutationalPatterns: Comprehensive genome-wide analysis of mutational processes

Francis Blokzijl, Roel Janssen, Ruben van Boxtel, Edwin Cuppen

Research output: Contribution to journalArticlepeer-review

404 Citations (Scopus)

Abstract

Background: Base substitution catalogues represent historical records of mutational processes that have been active in a cell. Such processes can be distinguished by various characteristics, like mutation type, sequence context, transcriptional and replicative strand bias, genomic distribution and association with (epi)-genomic features. Results: We have created MutationalPatterns, an R/Bioconductor package that allows researchers to characterize a broad range of patterns in base substitution catalogues to dissect the underlying molecular mechanisms. Furthermore, it offers an efficient method to quantify the contribution of known mutational signatures within single samples. This analysis can be used to determine whether certain DNA repair mechanisms are perturbed and to further characterize the processes underlying known mutational signatures. Conclusions: MutationalPatterns allows for easy characterization and visualization of mutational patterns. These analyses willsupport fundamental research into mutational mechanisms and may ultimately improve cancer diagnosis and treatment strategies. MutationalPatterns is freely available at http://bioconductor.org/packages/ MutationalPatterns.

Original languageEnglish
Article number33
JournalGenome Medicine
Volume10
Issue number1
DOIs
Publication statusPublished - 2018

Keywords

  • Base substitutions
  • Mutational processes
  • Mutational signatures
  • R
  • Replicative strand bias
  • Somatic mutations
  • Transcriptional strand bias

Fingerprint

Dive into the research topics of 'MutationalPatterns: Comprehensive genome-wide analysis of mutational processes'. Together they form a unique fingerprint.

Cite this