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Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs
BACKGROUND: Sequence specific RNA binding proteins are important regulators of gene expression. Several related crosslinking-based, high-throughput sequencing methods, including PAR-CLIP, have recently been developed to determine direct binding sites of global protein-RNA interactions. However, no s...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053780/ https://www.ncbi.nlm.nih.gov/pubmed/24393468 http://dx.doi.org/10.1186/gb-2014-15-1-r2 |
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author | Friedersdorf, Matthew B Keene, Jack D |
author_facet | Friedersdorf, Matthew B Keene, Jack D |
author_sort | Friedersdorf, Matthew B |
collection | PubMed |
description | BACKGROUND: Sequence specific RNA binding proteins are important regulators of gene expression. Several related crosslinking-based, high-throughput sequencing methods, including PAR-CLIP, have recently been developed to determine direct binding sites of global protein-RNA interactions. However, no studies have quantitatively addressed the contribution of background binding to datasets produced by these methods. RESULTS: We measured non-specific RNA background in PAR-CLIP data, demonstrating that covalently crosslinked background binding is common, reproducible and apparently universal among laboratories. We show that quantitative determination of background is essential for identifying targets of most RNA-binding proteins and can substantially improve motif analysis. We also demonstrate that by applying background correction to an RNA binding protein of unknown binding specificity, Caprin1, we can identify a previously unrecognized RNA recognition element not otherwise apparent in a PAR-CLIP study. CONCLUSIONS: Empirical background measurements of global RNA-protein crosslinking are a necessary addendum to other experimental controls, such as performing replicates, because covalently crosslinked background signals are reproducible and otherwise unavoidable. Recognizing and quantifying the contribution of background extends the utility of PAR-CLIP and can improve mechanistic understanding of protein-RNA specificity, protein-RNA affinity and protein-RNA association dynamics. |
format | Online Article Text |
id | pubmed-4053780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40537802014-06-12 Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs Friedersdorf, Matthew B Keene, Jack D Genome Biol Research BACKGROUND: Sequence specific RNA binding proteins are important regulators of gene expression. Several related crosslinking-based, high-throughput sequencing methods, including PAR-CLIP, have recently been developed to determine direct binding sites of global protein-RNA interactions. However, no studies have quantitatively addressed the contribution of background binding to datasets produced by these methods. RESULTS: We measured non-specific RNA background in PAR-CLIP data, demonstrating that covalently crosslinked background binding is common, reproducible and apparently universal among laboratories. We show that quantitative determination of background is essential for identifying targets of most RNA-binding proteins and can substantially improve motif analysis. We also demonstrate that by applying background correction to an RNA binding protein of unknown binding specificity, Caprin1, we can identify a previously unrecognized RNA recognition element not otherwise apparent in a PAR-CLIP study. CONCLUSIONS: Empirical background measurements of global RNA-protein crosslinking are a necessary addendum to other experimental controls, such as performing replicates, because covalently crosslinked background signals are reproducible and otherwise unavoidable. Recognizing and quantifying the contribution of background extends the utility of PAR-CLIP and can improve mechanistic understanding of protein-RNA specificity, protein-RNA affinity and protein-RNA association dynamics. BioMed Central 2014 2014-01-07 /pmc/articles/PMC4053780/ /pubmed/24393468 http://dx.doi.org/10.1186/gb-2014-15-1-r2 Text en Copyright © 2014 Friedersdorf and Keene; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Friedersdorf, Matthew B Keene, Jack D Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title | Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title_full | Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title_fullStr | Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title_full_unstemmed | Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title_short | Advancing the functional utility of PAR-CLIP by quantifying background binding to mRNAs and lncRNAs |
title_sort | advancing the functional utility of par-clip by quantifying background binding to mrnas and lncrnas |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053780/ https://www.ncbi.nlm.nih.gov/pubmed/24393468 http://dx.doi.org/10.1186/gb-2014-15-1-r2 |
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