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Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations
Each human genome carries tens of thousands of coding variants. The extent to which this variation is functional and the mechanisms by which they exert their influence remains largely unexplored. To address this gap, we leverage the ExAC database of 60,706 human exomes to investigate experimentally...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742646/ https://www.ncbi.nlm.nih.gov/pubmed/31515488 http://dx.doi.org/10.1038/s41467-019-11959-3 |
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author | Fragoza, Robert Das, Jishnu Wierbowski, Shayne D. Liang, Jin Tran, Tina N. Liang, Siqi Beltran, Juan F. Rivera-Erick, Christen A. Ye, Kaixiong Wang, Ting-Yi Yao, Li Mort, Matthew Stenson, Peter D. Cooper, David N. Wei, Xiaomu Keinan, Alon Schimenti, John C. Clark, Andrew G. Yu, Haiyuan |
author_facet | Fragoza, Robert Das, Jishnu Wierbowski, Shayne D. Liang, Jin Tran, Tina N. Liang, Siqi Beltran, Juan F. Rivera-Erick, Christen A. Ye, Kaixiong Wang, Ting-Yi Yao, Li Mort, Matthew Stenson, Peter D. Cooper, David N. Wei, Xiaomu Keinan, Alon Schimenti, John C. Clark, Andrew G. Yu, Haiyuan |
author_sort | Fragoza, Robert |
collection | PubMed |
description | Each human genome carries tens of thousands of coding variants. The extent to which this variation is functional and the mechanisms by which they exert their influence remains largely unexplored. To address this gap, we leverage the ExAC database of 60,706 human exomes to investigate experimentally the impact of 2009 missense single nucleotide variants (SNVs) across 2185 protein-protein interactions, generating interaction profiles for 4797 SNV-interaction pairs, of which 421 SNVs segregate at > 1% allele frequency in human populations. We find that interaction-disruptive SNVs are prevalent at both rare and common allele frequencies. Furthermore, these results suggest that 10.5% of missense variants carried per individual are disruptive, a higher proportion than previously reported; this indicates that each individual’s genetic makeup may be significantly more complex than expected. Finally, we demonstrate that candidate disease-associated mutations can be identified through shared interaction perturbations between variants of interest and known disease mutations. |
format | Online Article Text |
id | pubmed-6742646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67426462019-09-16 Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations Fragoza, Robert Das, Jishnu Wierbowski, Shayne D. Liang, Jin Tran, Tina N. Liang, Siqi Beltran, Juan F. Rivera-Erick, Christen A. Ye, Kaixiong Wang, Ting-Yi Yao, Li Mort, Matthew Stenson, Peter D. Cooper, David N. Wei, Xiaomu Keinan, Alon Schimenti, John C. Clark, Andrew G. Yu, Haiyuan Nat Commun Article Each human genome carries tens of thousands of coding variants. The extent to which this variation is functional and the mechanisms by which they exert their influence remains largely unexplored. To address this gap, we leverage the ExAC database of 60,706 human exomes to investigate experimentally the impact of 2009 missense single nucleotide variants (SNVs) across 2185 protein-protein interactions, generating interaction profiles for 4797 SNV-interaction pairs, of which 421 SNVs segregate at > 1% allele frequency in human populations. We find that interaction-disruptive SNVs are prevalent at both rare and common allele frequencies. Furthermore, these results suggest that 10.5% of missense variants carried per individual are disruptive, a higher proportion than previously reported; this indicates that each individual’s genetic makeup may be significantly more complex than expected. Finally, we demonstrate that candidate disease-associated mutations can be identified through shared interaction perturbations between variants of interest and known disease mutations. Nature Publishing Group UK 2019-09-12 /pmc/articles/PMC6742646/ /pubmed/31515488 http://dx.doi.org/10.1038/s41467-019-11959-3 Text en © The Author(s) 2019 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Fragoza, Robert Das, Jishnu Wierbowski, Shayne D. Liang, Jin Tran, Tina N. Liang, Siqi Beltran, Juan F. Rivera-Erick, Christen A. Ye, Kaixiong Wang, Ting-Yi Yao, Li Mort, Matthew Stenson, Peter D. Cooper, David N. Wei, Xiaomu Keinan, Alon Schimenti, John C. Clark, Andrew G. Yu, Haiyuan Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title | Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title_full | Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title_fullStr | Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title_full_unstemmed | Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title_short | Extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
title_sort | extensive disruption of protein interactions by genetic variants across the allele frequency spectrum in human populations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6742646/ https://www.ncbi.nlm.nih.gov/pubmed/31515488 http://dx.doi.org/10.1038/s41467-019-11959-3 |
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