PLoS Computational BiologyBioinformaticsPeer-reviewed journal article
DIVERSITY In Binding, Regulation, And Evolution Revealed From High-Throughput ChIP
Abstract
A high-throughput chromatin immunoprecipitation (ChIP) experiment is like a black-box: it reports all regions that are associated with the profiled protein based on the initial cross-linking step. These regions can be a highly diverse set of DNA sequences, with some making direct contact with the protein, some binding through intermediaries, and some being a result of long-range interactions involving the protein. We present O_SCPLOWDIVERSITYC_SCPLOW, a method that identifies the distinct components of such a mixture, leaving no data behind, while at the same time, using no prior motif knowledge. Using the example of the REST protein, we show that these different components give insights into the various complexes that may be forming along the chromatin and their regulatory functions.\n\nhttp://diversity.ncl.res.in/ (webserver)\n\nhttps://github.com/NarlikarLab/DIVERSITY (standalone for Mac OSX/Linux)
- Citations
- 19
- FWCI
- 0.80
- Field percentile
- top 30%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A universal framework for detecting cis-regulatory diversity in DNA regulatory regions
Anushua Biswas, Leelavati Narlikar·Genome ResearchPeer-reviewed·Sep 1, 2021
- ChIP-DIP: A multiplexed method for mapping hundreds of proteins to DNA uncovers diverse regulatory elements controlling gene expression
Andrew A. Perez, Isabel Nadine Goronzy, … Mitchell Guttman·Nature GeneticsPeer-reviewed·Nov 25, 2024
- Characterizing protein-DNA binding event subtypes in ChIP-exo data
Naomi C. F. Yamada, William Lai, … Shaun Mahony·BioinformaticsPeer-reviewed·Aug 23, 2018
- HiChIP-Peaks: A HiChIP peak calling algorithm
Chenfu Shi, Magnus Rattray, Gisela Orozco·BioinformaticsPeer-reviewed·Mar 19, 2020
- Crunch: Integrated processing and modeling of ChIP-seq data in terms of regulatory motifs
Severin Berger, Saeed Omidi, … Erik van Nimwegen·Genome ResearchPeer-reviewed·Jul 1, 2019
- Computational identification of cell-specific variable regions in ChIP-seq data
Tommaso Andreani, Steffen Albrecht, … Miguel Angel Andrade-Navarro·Nucleic Acids ResearchPeer-reviewed·Mar 10, 2020