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Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes
Gene expression is tightly regulated at the post-transcriptional level through splicing, transport, translation, and decay. RNA-binding proteins (RBPs) play key roles in post-transcriptional gene regulation, and genetic variants that alter RBP-RNA interactions can affect gene products and functions....
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407496/ https://www.ncbi.nlm.nih.gov/pubmed/30827501 http://dx.doi.org/10.1016/j.ajhg.2019.01.018 |
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author | Bahrami-Samani, Emad Xing, Yi |
author_facet | Bahrami-Samani, Emad Xing, Yi |
author_sort | Bahrami-Samani, Emad |
collection | PubMed |
description | Gene expression is tightly regulated at the post-transcriptional level through splicing, transport, translation, and decay. RNA-binding proteins (RBPs) play key roles in post-transcriptional gene regulation, and genetic variants that alter RBP-RNA interactions can affect gene products and functions. We developed a computational method ASPRIN (Allele-Specific Protein-RNA Interaction) that uses a joint analysis of CLIP-seq (cross-linking and immunoprecipitation followed by high-throughput sequencing) and RNA-seq data to identify genetic variants that alter RBP-RNA interactions by directly observing the allelic preference of RBP from CLIP-seq experiments as compared to RNA-seq. We used ASPRIN to systematically analyze CLIP-seq and RNA-seq data for 166 RBPs in two ENCODE (Encyclopedia of DNA Elements) cell lines. ASPRIN identified genetic variants that alter RBP-RNA interactions by modifying RBP binding motifs within RNA. Moreover, through an integrative ASPRIN analysis with population-scale RNA-seq data, we showed that ASPRIN can help reveal potential causal variants that affect alternative splicing via allele-specific protein-RNA interactions. |
format | Online Article Text |
id | pubmed-6407496 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-64074962019-09-07 Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes Bahrami-Samani, Emad Xing, Yi Am J Hum Genet Article Gene expression is tightly regulated at the post-transcriptional level through splicing, transport, translation, and decay. RNA-binding proteins (RBPs) play key roles in post-transcriptional gene regulation, and genetic variants that alter RBP-RNA interactions can affect gene products and functions. We developed a computational method ASPRIN (Allele-Specific Protein-RNA Interaction) that uses a joint analysis of CLIP-seq (cross-linking and immunoprecipitation followed by high-throughput sequencing) and RNA-seq data to identify genetic variants that alter RBP-RNA interactions by directly observing the allelic preference of RBP from CLIP-seq experiments as compared to RNA-seq. We used ASPRIN to systematically analyze CLIP-seq and RNA-seq data for 166 RBPs in two ENCODE (Encyclopedia of DNA Elements) cell lines. ASPRIN identified genetic variants that alter RBP-RNA interactions by modifying RBP binding motifs within RNA. Moreover, through an integrative ASPRIN analysis with population-scale RNA-seq data, we showed that ASPRIN can help reveal potential causal variants that affect alternative splicing via allele-specific protein-RNA interactions. Elsevier 2019-03-07 2019-02-28 /pmc/articles/PMC6407496/ /pubmed/30827501 http://dx.doi.org/10.1016/j.ajhg.2019.01.018 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Bahrami-Samani, Emad Xing, Yi Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title | Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title_full | Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title_fullStr | Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title_full_unstemmed | Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title_short | Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes |
title_sort | discovery of allele-specific protein-rna interactions in human transcriptomes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407496/ https://www.ncbi.nlm.nih.gov/pubmed/30827501 http://dx.doi.org/10.1016/j.ajhg.2019.01.018 |
work_keys_str_mv | AT bahramisamaniemad discoveryofallelespecificproteinrnainteractionsinhumantranscriptomes AT xingyi discoveryofallelespecificproteinrnainteractionsinhumantranscriptomes |