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PMID: 22179591 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

A computational pipeline for comparative ChIP-seq analyses.

Nature protocols ·Vol. 7 ·No. 1 ·2011-12-15 ·Pages 45-61

Bardet AF, He Q, Zeitlinger J, Stark A

Abstract

Chromatin immunoprecipitation (ChIP) followed by deep sequencing can now easily be performed across different conditions, time points and even species. However, analyzing such data is not trivial and standard methods are as yet unavailable. Here we present a protocol to systematically compare ChIP-sequencing (ChIP-seq) data across conditions. We first describe technical guidelines for data preprocessing, read mapping, read-density visualization and peak calling. We then describe methods and provide code with specific examples to compare different data sets across species and across conditions, including a threshold-free approach to measure global similarity, a strategy to assess the binary conservation of binding events and measurements for quantitative changes of binding. We discuss how differences in binding can be related to gene functions, gene expression and sequence changes. Once established, this protocol should take about 2 d to complete and be generally applicable to many data sets.

MeSH Terms
Animals Caenorhabditis elegans/genetics Caenorhabditis elegans Proteins/chemistry,genetics Chromatin Immunoprecipitation/methods Drosophila/genetics Drosophila Proteins/chemistry,genetics Genomics/methods Sequence Analysis, DNA Software Species Specificity Transcription Factors/genetics
Chemicals
Caenorhabditis elegans Proteins Drosophila Proteins Transcription Factors
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Bardet Anaïs F
Research Institute of Molecular Pathology, Vienna, Austria.
He Qiye
Zeitlinger Julia
Stark Alexander
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Article Info
Journal
Nature protocols
Abbr.
Nat Protoc
ISSN
1750-2799
Published
2011-12-15
Epub
2011-00-15
Pages
45-61
Language
English
Region
England
NLM ID
101284307
Subset
IM
Grants
European Research Council · 242922 · International
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