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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...

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Autores principales: Schueler, Markus, Munschauer, Mathias, Gregersen, Lea Haarup, Finzel, Ana, Loewer, Alexander, Chen, Wei, Landthaler, Markus, Dieterich, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
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.
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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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