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Published on: July 28, 2017
Clusters of mammalian conserved RNA structures in UTRs associate with RBP binding sites
Veerendra P Gadekar1,2,3,4, Alexander Welford Munk1,2, Milad Miladi5
1Center for non-coding RNA in Technology and Health, University of Copenhagen, Ridebanevej 9, 1870 Frederiksberg, Denmark.
This study links conserved RNA structures in human untranslated regions (UTRs) to specific gene functions. Clustering these RNA structures reveals associations with RNA-binding proteins and biological processes like signal transduction.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- RNA secondary structures are crucial for tertiary structure and function.
- Genome-wide studies suggest significant roles for RNA structures in mammals.
- Assigning functional roles to structured RNAs remains a challenge.
Purpose of the Study:
- To associate conserved RNA structures (CRSs) in human untranslated regions (UTRs) with gene functions.
- To explore the functional potential of clustered CRSs using guilt-by-association analysis.
Main Methods:
- Computationally predicted conserved RNA structures (CRSs) were filtered for UTR overlap.
- CRSs were clustered using RNAscClust for 5' and 3' UTRs.
- Overrepresented RNA-binding protein sites and Gene Ontologies were identified in clustered CRSs.
Main Results:
- 4734 (5' UTR) and 24,754 (3' UTR) CRSs were identified and clustered into 793 and 2403 groups, respectively.
- Overrepresented binding sites for 60 (5' UTR) and 43 (3' UTR) RNA-binding proteins were found.
- 104 (5' UTR) and 441 (3' UTR) clusters showed enrichment for Gene Ontologies, including 'signal transduction' and 'synapse'.
Conclusions:
- Clustering conserved RNA structures provides significant functional insights.
- This approach links RNA structural characteristics to biological functions and protein interactions.
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