Cargando…

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....

Descripción completa

Detalles Bibliográficos
Autores principales: Bahrami-Samani, Emad, Xing, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
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
_version_ 1783401565294428160
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