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Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP

Computational pipelines for chromatin immunoprecipitation sequencing analysis can neglect colocalization events that occur in a mere subset of the genome. Here, we detail a streamlined approach for assessing colocalization of chromatin-bound proteins using the bedGraph2Cluster and PanChIP algorithms...

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Detalles Bibliográficos
Autores principales: Lee, Hanjun, Sanidas, Ioannis, Dyson, Nicholas J., Lawrence, Michael S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9826822/
https://www.ncbi.nlm.nih.gov/pubmed/36607812
http://dx.doi.org/10.1016/j.xpro.2022.101991
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author Lee, Hanjun
Sanidas, Ioannis
Dyson, Nicholas J.
Lawrence, Michael S.
author_facet Lee, Hanjun
Sanidas, Ioannis
Dyson, Nicholas J.
Lawrence, Michael S.
author_sort Lee, Hanjun
collection PubMed
description Computational pipelines for chromatin immunoprecipitation sequencing analysis can neglect colocalization events that occur in a mere subset of the genome. Here, we detail a streamlined approach for assessing colocalization of chromatin-bound proteins using the bedGraph2Cluster and PanChIP algorithms. Using histone modifications as an example, bedGraph2Cluster performs clustering analysis on chromatin binding patterns of target proteins. PanChIP then compares these clusters with a reference library of chromatin binding patterns and measures the overlap in peaks, capturing the heterogeneity in chromatin binding and colocalization patterns. For complete details on the use and execution of this protocol, please refer to Sanidas et al. (2022).(1)
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spelling pubmed-98268222023-01-10 Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP Lee, Hanjun Sanidas, Ioannis Dyson, Nicholas J. Lawrence, Michael S. STAR Protoc Protocol Computational pipelines for chromatin immunoprecipitation sequencing analysis can neglect colocalization events that occur in a mere subset of the genome. Here, we detail a streamlined approach for assessing colocalization of chromatin-bound proteins using the bedGraph2Cluster and PanChIP algorithms. Using histone modifications as an example, bedGraph2Cluster performs clustering analysis on chromatin binding patterns of target proteins. PanChIP then compares these clusters with a reference library of chromatin binding patterns and measures the overlap in peaks, capturing the heterogeneity in chromatin binding and colocalization patterns. For complete details on the use and execution of this protocol, please refer to Sanidas et al. (2022).(1) Elsevier 2023-01-05 /pmc/articles/PMC9826822/ /pubmed/36607812 http://dx.doi.org/10.1016/j.xpro.2022.101991 Text en © 2022. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Protocol
Lee, Hanjun
Sanidas, Ioannis
Dyson, Nicholas J.
Lawrence, Michael S.
Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title_full Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title_fullStr Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title_full_unstemmed Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title_short Chromatin-bound protein colocalization analysis using bedGraph2Cluster and PanChIP
title_sort chromatin-bound protein colocalization analysis using bedgraph2cluster and panchip
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9826822/
https://www.ncbi.nlm.nih.gov/pubmed/36607812
http://dx.doi.org/10.1016/j.xpro.2022.101991
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