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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...

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Detalles Bibliográficos
Autores principales: Dincer, Tevfik Umut, Ernst, Jason
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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.
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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
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