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Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data
International consortia, including ENCODE, Roadmap Epigenomics, Genomics of Gene Regulation and Blueprint Epigenome have made large-scale datasets of open chromatin regions publicly available. While these datasets are extremely useful for studying mechanisms of gene regulation in disease and cell de...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195780/ https://www.ncbi.nlm.nih.gov/pubmed/37202401 http://dx.doi.org/10.1038/s41598-022-26791-x |
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author | Shooshtari, Parisa Feng, Samantha Nelakuditi, Viswateja Asakereh, Reza Hosseini Naghavi, Nader Foong, Justin Brudno, Michael Cotsapas, Chris |
author_facet | Shooshtari, Parisa Feng, Samantha Nelakuditi, Viswateja Asakereh, Reza Hosseini Naghavi, Nader Foong, Justin Brudno, Michael Cotsapas, Chris |
author_sort | Shooshtari, Parisa |
collection | PubMed |
description | International consortia, including ENCODE, Roadmap Epigenomics, Genomics of Gene Regulation and Blueprint Epigenome have made large-scale datasets of open chromatin regions publicly available. While these datasets are extremely useful for studying mechanisms of gene regulation in disease and cell development, they only identify open chromatin regions in individual samples. A uniform comparison of accessibility of the same regulatory sites across multiple samples is necessary to correlate open chromatin accessibility and expression of target genes across matched cell types. Additionally, although replicate samples are available for majority of cell types, a comprehensive replication-based quality checking of individual regulatory sites is still lacking. We have integrated 828 DNase-I hypersensitive sequencing samples, which we have uniformly processed and then clustered their regulatory regions across all samples. We checked the quality of open-chromatin regions using our replication test. This has resulted in a comprehensive, quality-checked database of Open CHROmatin (OCHROdb) regions for 194 unique human cell types and cell lines which can serve as a reference for gene regulatory studies involving open chromatin. We have made this resource publicly available: users can download the whole database, or query it for their genomic regions of interest and visualize the results in an interactive genome browser. |
format | Online Article Text |
id | pubmed-10195780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101957802023-05-20 Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data Shooshtari, Parisa Feng, Samantha Nelakuditi, Viswateja Asakereh, Reza Hosseini Naghavi, Nader Foong, Justin Brudno, Michael Cotsapas, Chris Sci Rep Article International consortia, including ENCODE, Roadmap Epigenomics, Genomics of Gene Regulation and Blueprint Epigenome have made large-scale datasets of open chromatin regions publicly available. While these datasets are extremely useful for studying mechanisms of gene regulation in disease and cell development, they only identify open chromatin regions in individual samples. A uniform comparison of accessibility of the same regulatory sites across multiple samples is necessary to correlate open chromatin accessibility and expression of target genes across matched cell types. Additionally, although replicate samples are available for majority of cell types, a comprehensive replication-based quality checking of individual regulatory sites is still lacking. We have integrated 828 DNase-I hypersensitive sequencing samples, which we have uniformly processed and then clustered their regulatory regions across all samples. We checked the quality of open-chromatin regions using our replication test. This has resulted in a comprehensive, quality-checked database of Open CHROmatin (OCHROdb) regions for 194 unique human cell types and cell lines which can serve as a reference for gene regulatory studies involving open chromatin. We have made this resource publicly available: users can download the whole database, or query it for their genomic regions of interest and visualize the results in an interactive genome browser. Nature Publishing Group UK 2023-05-18 /pmc/articles/PMC10195780/ /pubmed/37202401 http://dx.doi.org/10.1038/s41598-022-26791-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Shooshtari, Parisa Feng, Samantha Nelakuditi, Viswateja Asakereh, Reza Hosseini Naghavi, Nader Foong, Justin Brudno, Michael Cotsapas, Chris Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title | Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title_full | Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title_fullStr | Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title_full_unstemmed | Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title_short | Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data |
title_sort | developing ochrodb, a comprehensive quality checked database of open chromatin regions from sequencing data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195780/ https://www.ncbi.nlm.nih.gov/pubmed/37202401 http://dx.doi.org/10.1038/s41598-022-26791-x |
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