chromswitch: a flexible method to detect chromatin state switches

Bioinformatics. 2018 Jul 1;34(13):2286-2288. doi: 10.1093/bioinformatics/bty075.

Abstract

Summary: Chromatin state plays a major role in controlling gene expression, and comparative analysis of ChIP-seq data is key to understanding epigenetic regulation. We present chromswitch, an R/Bioconductor package to integrate epigenomic data in a defined window of interest to detect an overall switch in chromatin state. Chromswitch accurately classifies a benchmarking dataset, and when applied genome-wide, the tool successfully detects chromatin changes that result in brain-specific expression.

Availability and implementation: Chromswitch is implemented as an R package available from Bioconductor at https://bioconductor.org/packages/chromswitch. All data and code for reproducing the analysis presented in this paper are available at https://doi.org/10.5281/zenodo.1101260.

Supplementary information: Supplementary data are available at Bioinformatics online.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Chromatin*
  • Epigenesis, Genetic*
  • Epigenomics*
  • Genome
  • Software

Substances

  • Chromatin

Grants and funding