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Iterative Fragmentation Improves the Detection of ChIP-seq Peaks for Inactive Histone Marks

Authors :
Miklos Laczik
Dominique Poncelet
Jan Hendrickx
Anne Clémence Veillard
Mustafa Tammoh
Sarah J. Marzi
Source :
Bioinformatics and Biology Insights, Vol 10 (2016), Laczik, M, Hendrickx, J, Veillard, A C, Tammoh, M, Marzi, S & Poncelet, D 2016, ' Iterative fragmentation improves the detection of ChIP-seq peaks for inactive histone marks ', Bioinformatics and Biology Insights, vol. 10, pp. 209-224 . https://doi.org/10.4137/BBI.S40628, Bioinformatics and Biology Insights, Bioinformatics and Biology Insights, Vol 2016, Iss 10, Pp 209-224 (2016)
Publication Year :
2016
Publisher :
SAGE Publications, 2016.

Abstract

As chromatin immunoprecipitation (ChIP) sequencing is becoming the dominant technique for studying chromatin modifications, new protocols surface to improve the method. Bioinformatics is also essential to analyze and understand the results, and precise analysis helps us to identify the effects of protocol optimizations. We applied iterative sonication-sending the fragmented DNA after ChIP through additional round(s) of shearing-to a number of samples, testing the effects on different histone marks, aiming to uncover potential benefits of inactive histone marks specifically. We developed an analysis pipeline that utilizes our unique, enrichment-type specific approach to peak calling. With the help of this pipeline, we managed to accurately describe the advantages and disadvantages of the iterative refragmentation technique, and we successfully identified possible fields for its applications, where it enhances the results greatly. In addition to the resonication protocol description, we provide guidelines for peak calling optimization and a freely implementable pipeline for data analysis.

Details

ISSN :
11779322
Volume :
10
Database :
OpenAIRE
Journal :
Bioinformatics and Biology Insights
Accession number :
edsair.doi.dedup.....ebe0f634160b8362522030e85e7e23e6
Full Text :
https://doi.org/10.4137/bbi.s40628