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Iterative Fragmentation Improves the Detection of ChIP-seq Peaks for Inactive Histone Marks
- 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.
- Subjects :
- sonication
0301 basic medicine
Pipeline (computing)
0601 Biochemistry and Cell Biology
Bioinformatics
THERAPY
Biochemistry
BROAD
0302 clinical medicine
CHROMATIN IMMUNOPRECIPITATION
Heterochromatin
ELEMENTS
lcsh:QH301-705.5
Protocol (object-oriented programming)
Applied Mathematics
bioinformatics
REGIONS
Chip
Chromatin
Computer Science Applications
ChIP-seq
Computational Mathematics
Histone
030220 oncology & carcinogenesis
Perspective
Life Sciences & Biomedicine
STEM-CELLS
Algorithm
peak calling
Biochemistry & Molecular Biology
DOMAINS
ChIP
Genomics
Biology
Biochemical Research Methods
Sonication
03 medical and health sciences
Molecular Biology
Science & Technology
IDENTIFICATION
histone marks
Histone marks
heterochromatin
030104 developmental biology
lcsh:Biology (General)
Peak calling
biology.protein
MACS
chromatin
ENRICHMENT
Chromatin immunoprecipitation
Subjects
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