Accessibility of microRNA binding sites in meta-stable RNA secondary structures in the presence of SNPs

Day, Luke, Abdelhadi Ep Souki, Ouala, Albrecht, Andreas A. and Steinhofel, Kathleen (2014) Accessibility of microRNA binding sites in meta-stable RNA secondary structures in the presence of SNPs. Bioinformatics, 30 (3) . pp. 343-352. ISSN 1367-4803 [Article] (doi:10.1093/bioinformatics/btt695)

Abstract

Motivation: We study microRNA (miRNA) bindings to metastable RNA secondary structures close to minimum free energy conformations in the context of single nucleotide polymorphisms (SNPs) and messenger RNA (mRNA) concentration levels, i.e. whether features of miRNA bindings to metastable conformations could provide additional information supporting the differences in expression levels of the two sequences defined by a SNP. In our study, the instances [mRNA/3′UTR; SNP; miRNA] were selected based on strong expression level analyses, SNP locations within binding regions and the computationally feasible identification of metastable conformations.

Results: We identified 14 basic cases [mRNA; SNP; miRNA] of 3′ UTR-lengths ranging from 124 up to 1078 nt reported in recent literature, and we analyzed the number, structure and miRNA binding to metastable conformations within an energy offset above mfe conformations. For each of the 14 instances, the miRNA binding characteristics are determined by the corresponding STarMir output. Among the different parameters we introduced and analyzed, we found that three of them, related to the average depth and average opening energy of metastable conformations, may provide supporting information for a stronger separation between miRNA bindings to the two alleles defined by a given SNP.

Item Type: Article
Research Areas: A. > School of Science and Technology > Computer Science
Item ID: 13045
Useful Links:
Depositing User: Andreas Albrecht
Date Deposited: 19 Feb 2014 11:58
Last Modified: 14 Sep 2020 15:27
URI: https://eprints.mdx.ac.uk/id/eprint/13045

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