A pipeline for the identification and characterization of chromatin modifications derived from ChIP-Seq datasets

Anthony Kaspi, Mark Ziemann, Haloom Rafehi, Ross Lazarus, Assam El-Osta

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

Abstract

The advent of massive parallel sequencing of immunopurified chromatin and its determinants has provided new avenues for researchers to map epigenome-wide changes and there is tremendous interest to uncover regulatory signatures to understand fundamental questions associated with chromatin structure and function. Indeed, the rapid development of large genome annotation projects has seen a resurgence in chromatin immunoprecipitation (ChIP) based protocols which are used to distinguish protein interactions coupled with large scale sequencing (Seq) to precisely map epigenome-wide interactions. Despite some of the great advances in our understanding of chromatin modifying complexes and their determinants, the development of ChIP-Seq technologies also pose specific demands on the integration of data for visualization, manipulation and analysis. In this article we discuss some of the considerations for experimental design planning, quality control, and bioinformatic analysis. The key aspects of post sequencing analysis are the identification of regions of interest, differentiation between biological conditions and the characterization of sequence differences for chromatin modifications. We provide an overview of best-practise approaches with background information and considerations of integrative analysis from ChIP-Seq experiments.
Original languageEnglish
Pages (from-to)2353-2359
Number of pages7
JournalBiochimie
Volume94
Issue number11
DOIs
Publication statusPublished - 2012

Keywords

  • Chromatin
  • Epigenome
  • Histone modification
  • Bioinformatics
  • Massive parallel sequencing

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