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Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy
Genomic deletions provide a powerful loss-of-function model in noncoding regions to assess the role of purifying selection on genetic variation. Regulatory element function is characterized by nonuniform tissue and cell type activity, necessarily linking the study of fitness consequences from regula...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168579/ https://www.ncbi.nlm.nih.gov/pubmed/33963077 http://dx.doi.org/10.1101/gr.275263.121 |
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author | Radke, David W. Sul, Jae Hoon Balick, Daniel J. Akle, Sebastian Green, Robert C. Sunyaev, Shamil R. |
author_facet | Radke, David W. Sul, Jae Hoon Balick, Daniel J. Akle, Sebastian Green, Robert C. Sunyaev, Shamil R. |
author_sort | Radke, David W. |
collection | PubMed |
description | Genomic deletions provide a powerful loss-of-function model in noncoding regions to assess the role of purifying selection on genetic variation. Regulatory element function is characterized by nonuniform tissue and cell type activity, necessarily linking the study of fitness consequences from regulatory variants to their corresponding cellular activity. We generated a callset of deletions from genomes in the Alzheimer's Disease Neuroimaging Initiative (ADNI) and used deletions from The 1000 Genomes Project Consortium (1000GP) in order to examine whether purifying selection preserves noncoding sites of chromatin accessibility marked by DNase I hypersensitivity (DHS), histone modification (enhancer, transcribed, Polycomb-repressed, heterochromatin), and chromatin loop anchors. To examine this in a cellular activity-aware manner, we developed a statistical method, pleiotropy ratio score (PlyRS), which calculates a correlation-adjusted count of “cellular pleiotropy” for each noncoding base pair by analyzing shared regulatory annotations across tissues and cell types. By comparing real deletion PlyRS values to simulations in a length-matched framework and by using genomic covariates in analyses, we found that purifying selection acts to preserve both DHS and enhancer noncoding sites. However, we did not find evidence of purifying selection for noncoding transcribed, Polycomb-repressed, or heterochromatin sites beyond that of the noncoding background. Additionally, we found evidence that purifying selection is acting on chromatin loop integrity by preserving colocalized CTCF binding sites. At regions of DHS, enhancer, and CTCF within chromatin loop anchors, we found evidence that both sites of activity specific to a particular tissue or cell type and sites of cellularly pleiotropic activity are preserved by selection. |
format | Online Article Text |
id | pubmed-8168579 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-81685792021-12-01 Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy Radke, David W. Sul, Jae Hoon Balick, Daniel J. Akle, Sebastian Green, Robert C. Sunyaev, Shamil R. Genome Res Research Genomic deletions provide a powerful loss-of-function model in noncoding regions to assess the role of purifying selection on genetic variation. Regulatory element function is characterized by nonuniform tissue and cell type activity, necessarily linking the study of fitness consequences from regulatory variants to their corresponding cellular activity. We generated a callset of deletions from genomes in the Alzheimer's Disease Neuroimaging Initiative (ADNI) and used deletions from The 1000 Genomes Project Consortium (1000GP) in order to examine whether purifying selection preserves noncoding sites of chromatin accessibility marked by DNase I hypersensitivity (DHS), histone modification (enhancer, transcribed, Polycomb-repressed, heterochromatin), and chromatin loop anchors. To examine this in a cellular activity-aware manner, we developed a statistical method, pleiotropy ratio score (PlyRS), which calculates a correlation-adjusted count of “cellular pleiotropy” for each noncoding base pair by analyzing shared regulatory annotations across tissues and cell types. By comparing real deletion PlyRS values to simulations in a length-matched framework and by using genomic covariates in analyses, we found that purifying selection acts to preserve both DHS and enhancer noncoding sites. However, we did not find evidence of purifying selection for noncoding transcribed, Polycomb-repressed, or heterochromatin sites beyond that of the noncoding background. Additionally, we found evidence that purifying selection is acting on chromatin loop integrity by preserving colocalized CTCF binding sites. At regions of DHS, enhancer, and CTCF within chromatin loop anchors, we found evidence that both sites of activity specific to a particular tissue or cell type and sites of cellularly pleiotropic activity are preserved by selection. Cold Spring Harbor Laboratory Press 2021-06 /pmc/articles/PMC8168579/ /pubmed/33963077 http://dx.doi.org/10.1101/gr.275263.121 Text en © 2021 Radke et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by-nc/4.0/This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see https://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Research Radke, David W. Sul, Jae Hoon Balick, Daniel J. Akle, Sebastian Green, Robert C. Sunyaev, Shamil R. Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title | Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title_full | Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title_fullStr | Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title_full_unstemmed | Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title_short | Purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
title_sort | purifying selection on noncoding deletions of human regulatory loci detected using their cellular pleiotropy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168579/ https://www.ncbi.nlm.nih.gov/pubmed/33963077 http://dx.doi.org/10.1101/gr.275263.121 |
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