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A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism

The structure of mRNA molecules plays an important role in its interactions with trans-acting factors, notably RNA binding proteins (RBPs), thus contributing to the functional consequences of this interplay. However, current transcriptome-wide experimental methods to chart these interactions are lim...

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Autores principales: Chakrabarti, Anob M, Iosub, Ira A, Lee, Flora C Y, Ule, Jernej, Luscombe, Nicholas M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164587/
https://www.ncbi.nlm.nih.gov/pubmed/37013995
http://dx.doi.org/10.1093/nar/gkad221
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author Chakrabarti, Anob M
Iosub, Ira A
Lee, Flora C Y
Ule, Jernej
Luscombe, Nicholas M
author_facet Chakrabarti, Anob M
Iosub, Ira A
Lee, Flora C Y
Ule, Jernej
Luscombe, Nicholas M
author_sort Chakrabarti, Anob M
collection PubMed
description The structure of mRNA molecules plays an important role in its interactions with trans-acting factors, notably RNA binding proteins (RBPs), thus contributing to the functional consequences of this interplay. However, current transcriptome-wide experimental methods to chart these interactions are limited by their poor sensitivity. Here we extend the hiCLIP atlas of duplexes bound by Staufen1 (STAU1) ∼10-fold, through careful consideration of experimental assumptions, and the development of bespoke computational methods which we apply to existing data. We present Tosca, a Nextflow computational pipeline for the processing, analysis and visualisation of proximity ligation sequencing data generally. We use our extended duplex atlas to discover insights into the RNA selectivity of STAU1, revealing the importance of structural symmetry and duplex-span-dependent nucleotide composition. Furthermore, we identify heterogeneity in the relationship between transcripts with STAU1-bound 3′ UTR duplexes and metabolism of the associated RNAs that we relate to RNA structure: transcripts with short-range proximal 3′ UTR duplexes have high degradation rates, but those with long-range duplexes have low rates. Overall, our work enables the integrative analysis of proximity ligation data delivering insights into specific features and effects of RBP-RNA structure interactions.
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spelling pubmed-101645872023-05-08 A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism Chakrabarti, Anob M Iosub, Ira A Lee, Flora C Y Ule, Jernej Luscombe, Nicholas M Nucleic Acids Res Computational Biology The structure of mRNA molecules plays an important role in its interactions with trans-acting factors, notably RNA binding proteins (RBPs), thus contributing to the functional consequences of this interplay. However, current transcriptome-wide experimental methods to chart these interactions are limited by their poor sensitivity. Here we extend the hiCLIP atlas of duplexes bound by Staufen1 (STAU1) ∼10-fold, through careful consideration of experimental assumptions, and the development of bespoke computational methods which we apply to existing data. We present Tosca, a Nextflow computational pipeline for the processing, analysis and visualisation of proximity ligation sequencing data generally. We use our extended duplex atlas to discover insights into the RNA selectivity of STAU1, revealing the importance of structural symmetry and duplex-span-dependent nucleotide composition. Furthermore, we identify heterogeneity in the relationship between transcripts with STAU1-bound 3′ UTR duplexes and metabolism of the associated RNAs that we relate to RNA structure: transcripts with short-range proximal 3′ UTR duplexes have high degradation rates, but those with long-range duplexes have low rates. Overall, our work enables the integrative analysis of proximity ligation data delivering insights into specific features and effects of RBP-RNA structure interactions. Oxford University Press 2023-04-04 /pmc/articles/PMC10164587/ /pubmed/37013995 http://dx.doi.org/10.1093/nar/gkad221 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Chakrabarti, Anob M
Iosub, Ira A
Lee, Flora C Y
Ule, Jernej
Luscombe, Nicholas M
A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title_full A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title_fullStr A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title_full_unstemmed A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title_short A computationally-enhanced hiCLIP atlas reveals Staufen1-RNA binding features and links 3′ UTR structure to RNA metabolism
title_sort computationally-enhanced hiclip atlas reveals staufen1-rna binding features and links 3′ utr structure to rna metabolism
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164587/
https://www.ncbi.nlm.nih.gov/pubmed/37013995
http://dx.doi.org/10.1093/nar/gkad221
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