Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA.
3' Untranslated Regions
/ genetics
Alleles
Amino Acid Motifs
Base Sequence
Computational Biology
Computer Simulation
Disease
/ genetics
Genetic Predisposition to Disease
Genetic Variation
Hep G2 Cells
Humans
K562 Cells
Polymorphism, Single Nucleotide
/ genetics
Protein Binding
Quantitative Trait Loci
/ genetics
RNA
/ genetics
RNA Helicases
/ metabolism
RNA Splicing
/ genetics
RNA, Messenger
/ genetics
RNA-Binding Proteins
/ metabolism
Reproducibility of Results
Trans-Activators
/ metabolism
Journal
Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555
Informations de publication
Date de publication:
22 03 2019
22 03 2019
Historique:
received:
28
08
2018
accepted:
05
03
2019
entrez:
24
3
2019
pubmed:
25
3
2019
medline:
16
4
2019
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 30902979
doi: 10.1038/s41467-019-09292-w
pii: 10.1038/s41467-019-09292-w
pmc: PMC6430814
doi:
Substances chimiques
3' Untranslated Regions
0
RNA, Messenger
0
RNA-Binding Proteins
0
Trans-Activators
0
RNA
63231-63-0
RNA Helicases
EC 3.6.4.13
UPF1 protein, human
EC 3.6.4.13
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1338Subventions
Organisme : NIA NIH HHS
ID : R01 AG056476
Pays : United States
Organisme : NIH HHS
ID : U54HG007005
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG009417
Pays : United States
Organisme : NIH HHS
ID : U01HG009417
Pays : United States
Organisme : NHGRI NIH HHS
ID : U54 HG007005
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM087237
Pays : United States
Organisme : NHGRI NIH HHS
ID : R01 HG006264
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA204695
Pays : United States
Organisme : NIH HHS
ID : R01AG056476
Pays : United States
Organisme : NIH HHS
ID : R01HG006264
Pays : United States
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