ABC: a tool to identify SNVs causing allele-specific transcription factor binding from ChIP-Seq experiments

Bioinformatics. 2015 Sep 15;31(18):3057-9. doi: 10.1093/bioinformatics/btv321. Epub 2015 May 20.

Abstract

Motivation: Detection of allelic imbalances in ChIP-Seq reads is a powerful approach to identify functional non-coding single nucleotide variants (SNVs), either polymorphisms or mutations, which modulate the affinity of transcription factors for chromatin. We present ABC, a computational tool that identifies allele-specific binding of transcription factors from aligned ChIP-Seq reads at heterozygous SNVs. ABC controls for potential false positives resulting from biases introduced by the use of short sequencing reads in ChIP-Seq and can efficiently process a large number of heterozygous SNVs.

Results: ABC successfully identifies previously characterized functional SNVs, such as the rs4784227 breast cancer risk associated SNP that modulates the affinity of FOXA1 for the chromatin.

Availability and implementation: The code is open-source under an Artistic-2.0 license and versioned on GitHub (https://github.com/mlupien/ABC/). ABC is written in PERL and can be run on any platform with both PERL (≥5.18.1) and R (≥3.1.1) installed. The script requires the PERL Statistics::R module.

Contact: mlupien@uhnres.utoronto.ca

Supplementary information: Supplementary data are available at Bioinformatics online.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Alleles
  • Breast Neoplasms / genetics*
  • Chromatin / genetics
  • Chromatin / metabolism*
  • Chromatin Immunoprecipitation / methods*
  • Computational Biology / methods
  • Female
  • Hepatocyte Nuclear Factor 3-alpha / metabolism
  • High-Throughput Nucleotide Sequencing / methods*
  • Humans
  • Mutation / genetics*
  • Polymorphism, Single Nucleotide / genetics*
  • Promoter Regions, Genetic / genetics*
  • Protein Binding
  • Transcription Factors / metabolism*

Substances

  • Chromatin
  • FOXA1 protein, human
  • Hepatocyte Nuclear Factor 3-alpha
  • Transcription Factors