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PMID: 30827501 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Discovery of Allele-Specific Protein-RNA Interactions in Human Transcriptomes.

American journal of human genetics ·Vol. 104 ·No. 3 ·2019-00-07 ·Pages 492-502

Bahrami-Samani E, Xing Y

Abstract

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.

Keywords
CLIP-seq RNA-seq alternative splicing bioinformatics genetic variation post-transcriptional regulation protein-RNA interactions single-nucleotide polymorphism transcriptomics
MeSH Terms
Alleles Alternative Splicing Computational Biology/methods High-Throughput Nucleotide Sequencing Humans RNA/genetics,metabolism RNA-Binding Proteins/genetics,metabolism Sequence Analysis, RNA/methods Transcriptome
Chemicals
RNA-Binding Proteins RNA
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Bahrami-Samani Emad
Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, Los Angeles, CA 90095, USA; Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
Xing Yi
Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, Los Angeles, CA 90095, USA; Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address: [email protected].
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Article Info
Journal
American journal of human genetics
Abbr.
Am J Hum Genet
ISSN
1537-6605
Published
2019-00-07
Epub
2019-00-28
Pages
492-502
Language
English
Region
United States
NLM ID
0370475
PMCID
PMC6407496
Subset
IM
Grants
NIGMS NIH HHS · R01 GM088342 · United States
NCI NIH HHS · T32 CA009056 · United States
NCI NIH HHS · U01 CA233074 · United States
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