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Differential protein occupancy profiling of the mRNA transcriptome
BACKGROUND: RNA-binding proteins (RBPs) mediate mRNA biogenesis, translation and decay. We recently developed an approach to profile transcriptome-wide RBP contacts on polyadenylated transcripts by next-generation sequencing. A comparison of such profiles from different biological conditions has the...
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/PMC4056462/ https://www.ncbi.nlm.nih.gov/pubmed/24417896 http://dx.doi.org/10.1186/gb-2014-15-1-r15 |
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author | Schueler, Markus Munschauer, Mathias Gregersen, Lea Haarup Finzel, Ana Loewer, Alexander Chen, Wei Landthaler, Markus Dieterich, Christoph |
author_facet | Schueler, Markus Munschauer, Mathias Gregersen, Lea Haarup Finzel, Ana Loewer, Alexander Chen, Wei Landthaler, Markus Dieterich, Christoph |
author_sort | Schueler, Markus |
collection | PubMed |
description | BACKGROUND: RNA-binding proteins (RBPs) mediate mRNA biogenesis, translation and decay. We recently developed an approach to profile transcriptome-wide RBP contacts on polyadenylated transcripts by next-generation sequencing. A comparison of such profiles from different biological conditions has the power to unravel dynamic changes in protein-contacted cis-regulatory mRNA regions without a priori knowledge of the regulatory protein component. RESULTS: We compared protein occupancy profiles of polyadenylated transcripts in MCF7 and HEK293 cells. Briefly, we developed a bioinformatics workflow to identify differential crosslinking sites in cDNA reads of 4-thiouridine crosslinked polyadenylated RNA samples. We identified 30,000 differential crosslinking sites between MCF7 and HEK293 cells at an estimated false discovery rate of 10%. 73% of all reported differential protein-RNA contact sites cannot be explained by local changes in exon usage as indicated by complementary RNA-seq data. The majority of differentially crosslinked positions are located in 3′ UTRs, show distinct secondary-structure characteristics and overlap with binding sites of known RBPs, such as ELAVL1. Importantly, mRNA transcripts with the most significant occupancy changes show elongated mRNA half-lives in MCF7 cells. CONCLUSIONS: We present a global comparison of protein occupancy profiles from different cell types, and provide evidence for altered mRNA metabolism as a result of differential protein-RNA contacts. Additionally, we introduce POPPI, a bioinformatics workflow for the analysis of protein occupancy profiling experiments. Our work demonstrates the value of protein occupancy profiling for assessing cis-regulatory RNA sequence space and its dynamics in growth, development and disease. |
format | Online Article Text |
id | pubmed-4056462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40564622014-06-13 Differential protein occupancy profiling of the mRNA transcriptome Schueler, Markus Munschauer, Mathias Gregersen, Lea Haarup Finzel, Ana Loewer, Alexander Chen, Wei Landthaler, Markus Dieterich, Christoph Genome Biol Research BACKGROUND: RNA-binding proteins (RBPs) mediate mRNA biogenesis, translation and decay. We recently developed an approach to profile transcriptome-wide RBP contacts on polyadenylated transcripts by next-generation sequencing. A comparison of such profiles from different biological conditions has the power to unravel dynamic changes in protein-contacted cis-regulatory mRNA regions without a priori knowledge of the regulatory protein component. RESULTS: We compared protein occupancy profiles of polyadenylated transcripts in MCF7 and HEK293 cells. Briefly, we developed a bioinformatics workflow to identify differential crosslinking sites in cDNA reads of 4-thiouridine crosslinked polyadenylated RNA samples. We identified 30,000 differential crosslinking sites between MCF7 and HEK293 cells at an estimated false discovery rate of 10%. 73% of all reported differential protein-RNA contact sites cannot be explained by local changes in exon usage as indicated by complementary RNA-seq data. The majority of differentially crosslinked positions are located in 3′ UTRs, show distinct secondary-structure characteristics and overlap with binding sites of known RBPs, such as ELAVL1. Importantly, mRNA transcripts with the most significant occupancy changes show elongated mRNA half-lives in MCF7 cells. CONCLUSIONS: We present a global comparison of protein occupancy profiles from different cell types, and provide evidence for altered mRNA metabolism as a result of differential protein-RNA contacts. Additionally, we introduce POPPI, a bioinformatics workflow for the analysis of protein occupancy profiling experiments. Our work demonstrates the value of protein occupancy profiling for assessing cis-regulatory RNA sequence space and its dynamics in growth, development and disease. BioMed Central 2014 2014-01-13 /pmc/articles/PMC4056462/ /pubmed/24417896 http://dx.doi.org/10.1186/gb-2014-15-1-r15 Text en Copyright © 2014 Schueler et al.; 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 Schueler, Markus Munschauer, Mathias Gregersen, Lea Haarup Finzel, Ana Loewer, Alexander Chen, Wei Landthaler, Markus Dieterich, Christoph Differential protein occupancy profiling of the mRNA transcriptome |
title | Differential protein occupancy profiling of the mRNA transcriptome |
title_full | Differential protein occupancy profiling of the mRNA transcriptome |
title_fullStr | Differential protein occupancy profiling of the mRNA transcriptome |
title_full_unstemmed | Differential protein occupancy profiling of the mRNA transcriptome |
title_short | Differential protein occupancy profiling of the mRNA transcriptome |
title_sort | differential protein occupancy profiling of the mrna transcriptome |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4056462/ https://www.ncbi.nlm.nih.gov/pubmed/24417896 http://dx.doi.org/10.1186/gb-2014-15-1-r15 |
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