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Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types
We introduce ChromActivity, a computational framework for predicting and annotating regulatory activity across the genome through integration of multiple epigenomic maps and various functional characterization datasets. ChromActivity generates genomewide predictions of regulatory activity associated...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10369970/ https://www.ncbi.nlm.nih.gov/pubmed/37503240 http://dx.doi.org/10.1101/2023.07.14.549056 |
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author | Dincer, Tevfik Umut Ernst, Jason |
author_facet | Dincer, Tevfik Umut Ernst, Jason |
author_sort | Dincer, Tevfik Umut |
collection | PubMed |
description | We introduce ChromActivity, a computational framework for predicting and annotating regulatory activity across the genome through integration of multiple epigenomic maps and various functional characterization datasets. ChromActivity generates genomewide predictions of regulatory activity associated with each functional characterization dataset across many cell types based on available epigenomic data. It then for each cell type produces (1) ChromScoreHMM genome annotations based on the combinatorial and spatial patterns within these predictions and (2) ChromScore tracks of overall predicted regulatory activity. ChromActivity provides a resource for analyzing and interpreting the human regulatory genome across diverse cell types. |
format | Online Article Text |
id | pubmed-10369970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-103699702023-07-27 Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types Dincer, Tevfik Umut Ernst, Jason bioRxiv Article We introduce ChromActivity, a computational framework for predicting and annotating regulatory activity across the genome through integration of multiple epigenomic maps and various functional characterization datasets. ChromActivity generates genomewide predictions of regulatory activity associated with each functional characterization dataset across many cell types based on available epigenomic data. It then for each cell type produces (1) ChromScoreHMM genome annotations based on the combinatorial and spatial patterns within these predictions and (2) ChromScore tracks of overall predicted regulatory activity. ChromActivity provides a resource for analyzing and interpreting the human regulatory genome across diverse cell types. Cold Spring Harbor Laboratory 2023-07-15 /pmc/articles/PMC10369970/ /pubmed/37503240 http://dx.doi.org/10.1101/2023.07.14.549056 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Dincer, Tevfik Umut Ernst, Jason Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title | Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title_full | Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title_fullStr | Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title_full_unstemmed | Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title_short | Integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
title_sort | integrative epigenomic and functional characterization assay based annotation of regulatory activity across diverse human cell types |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10369970/ https://www.ncbi.nlm.nih.gov/pubmed/37503240 http://dx.doi.org/10.1101/2023.07.14.549056 |
work_keys_str_mv | AT dincertevfikumut integrativeepigenomicandfunctionalcharacterizationassaybasedannotationofregulatoryactivityacrossdiversehumancelltypes AT ernstjason integrativeepigenomicandfunctionalcharacterizationassaybasedannotationofregulatoryactivityacrossdiversehumancelltypes |