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Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA
Allele-specific protein-RNA binding is an essential aspect that may reveal functional genetic variants (GVs) mediating post-transcriptional regulation. Recently, genome-wide detection of in vivo binding of RNA-binding proteins is greatly facilitated by the enhanced crosslinking and immunoprecipitati...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6430814/ https://www.ncbi.nlm.nih.gov/pubmed/30902979 http://dx.doi.org/10.1038/s41467-019-09292-w |
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author | Yang, Ei-Wen Bahn, Jae Hoon Hsiao, Esther Yun-Hua Tan, Boon Xin Sun, Yiwei Fu, Ting Zhou, Bo Van Nostrand, Eric L. Pratt, Gabriel A. Freese, Peter Wei, Xintao Quinones-Valdez, Giovanni Urban, Alexander E. Graveley, Brenton R. Burge, Christopher B. Yeo, Gene W. Xiao, Xinshu |
author_facet | Yang, Ei-Wen Bahn, Jae Hoon Hsiao, Esther Yun-Hua Tan, Boon Xin Sun, Yiwei Fu, Ting Zhou, Bo Van Nostrand, Eric L. Pratt, Gabriel A. Freese, Peter Wei, Xintao Quinones-Valdez, Giovanni Urban, Alexander E. Graveley, Brenton R. Burge, Christopher B. Yeo, Gene W. Xiao, Xinshu |
author_sort | Yang, Ei-Wen |
collection | PubMed |
description | Allele-specific protein-RNA binding is an essential aspect that may reveal functional genetic variants (GVs) mediating post-transcriptional regulation. Recently, genome-wide detection of in vivo binding of RNA-binding proteins is greatly facilitated by the enhanced crosslinking and immunoprecipitation (eCLIP) method. We developed a new computational approach, called BEAPR, to identify allele-specific binding (ASB) events in eCLIP-Seq data. BEAPR takes into account crosslinking-induced sequence propensity and variations between replicated experiments. Using simulated and actual data, we show that BEAPR largely outperforms often-used count analysis methods. Importantly, BEAPR overcomes the inherent overdispersion problem of these methods. Complemented by experimental validations, we demonstrate that the application of BEAPR to ENCODE eCLIP-Seq data of 154 proteins helps to predict functional GVs that alter splicing or mRNA abundance. Moreover, many GVs with ASB patterns have known disease relevance. Overall, BEAPR is an effective method that helps to address the outstanding challenge of functional interpretation of GVs. |
format | Online Article Text |
id | pubmed-6430814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64308142019-03-25 Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA Yang, Ei-Wen Bahn, Jae Hoon Hsiao, Esther Yun-Hua Tan, Boon Xin Sun, Yiwei Fu, Ting Zhou, Bo Van Nostrand, Eric L. Pratt, Gabriel A. Freese, Peter Wei, Xintao Quinones-Valdez, Giovanni Urban, Alexander E. Graveley, Brenton R. Burge, Christopher B. Yeo, Gene W. Xiao, Xinshu Nat Commun Article Allele-specific protein-RNA binding is an essential aspect that may reveal functional genetic variants (GVs) mediating post-transcriptional regulation. Recently, genome-wide detection of in vivo binding of RNA-binding proteins is greatly facilitated by the enhanced crosslinking and immunoprecipitation (eCLIP) method. We developed a new computational approach, called BEAPR, to identify allele-specific binding (ASB) events in eCLIP-Seq data. BEAPR takes into account crosslinking-induced sequence propensity and variations between replicated experiments. Using simulated and actual data, we show that BEAPR largely outperforms often-used count analysis methods. Importantly, BEAPR overcomes the inherent overdispersion problem of these methods. Complemented by experimental validations, we demonstrate that the application of BEAPR to ENCODE eCLIP-Seq data of 154 proteins helps to predict functional GVs that alter splicing or mRNA abundance. Moreover, many GVs with ASB patterns have known disease relevance. Overall, BEAPR is an effective method that helps to address the outstanding challenge of functional interpretation of GVs. Nature Publishing Group UK 2019-03-22 /pmc/articles/PMC6430814/ /pubmed/30902979 http://dx.doi.org/10.1038/s41467-019-09292-w 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 Yang, Ei-Wen Bahn, Jae Hoon Hsiao, Esther Yun-Hua Tan, Boon Xin Sun, Yiwei Fu, Ting Zhou, Bo Van Nostrand, Eric L. Pratt, Gabriel A. Freese, Peter Wei, Xintao Quinones-Valdez, Giovanni Urban, Alexander E. Graveley, Brenton R. Burge, Christopher B. Yeo, Gene W. Xiao, Xinshu Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title | Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title_full | Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title_fullStr | Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title_full_unstemmed | Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title_short | Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA |
title_sort | allele-specific binding of rna-binding proteins reveals functional genetic variants in the rna |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6430814/ https://www.ncbi.nlm.nih.gov/pubmed/30902979 http://dx.doi.org/10.1038/s41467-019-09292-w |
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