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Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system
Differential mRNA expression studies implicitly assume that changes in mRNA expression have biological meaning, most likely mediated by corresponding changes in protein levels. Yet studies into mRNA-protein correspondence have shown notoriously poor correlation between mRNA and protein expression le...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4459080/ https://www.ncbi.nlm.nih.gov/pubmed/26053859 http://dx.doi.org/10.1038/srep10775 |
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author | Koussounadis, Antonis Langdon, Simon P. Um, In Hwa Harrison, David J. Smith, V. Anne |
author_facet | Koussounadis, Antonis Langdon, Simon P. Um, In Hwa Harrison, David J. Smith, V. Anne |
author_sort | Koussounadis, Antonis |
collection | PubMed |
description | Differential mRNA expression studies implicitly assume that changes in mRNA expression have biological meaning, most likely mediated by corresponding changes in protein levels. Yet studies into mRNA-protein correspondence have shown notoriously poor correlation between mRNA and protein expression levels, creating concern for inferences from only mRNA expression data. However, none of these studies have examined in particular differentially expressed mRNA. Here, we examined this question in an ovarian cancer xenograft model. We measured protein and mRNA expression for twenty-nine genes in four drug-treatment conditions and in untreated controls. We identified mRNAs differentially expressed between drug-treated xenografts and controls, then analysed mRNA-protein expression correlation across a five-point time-course within each of the four experimental conditions. We evaluated correlations between mRNAs and their protein products for mRNAs differentially expressed within an experimental condition compared to those that are not. We found that differentially expressed mRNAs correlate significantly better with their protein product than non-differentially expressed mRNAs. This result increases confidence for the use of differential mRNA expression for biological discovery in this system, as well as providing optimism for the usefulness of inferences from mRNA expression in general. |
format | Online Article Text |
id | pubmed-4459080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-44590802015-06-17 Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system Koussounadis, Antonis Langdon, Simon P. Um, In Hwa Harrison, David J. Smith, V. Anne Sci Rep Article Differential mRNA expression studies implicitly assume that changes in mRNA expression have biological meaning, most likely mediated by corresponding changes in protein levels. Yet studies into mRNA-protein correspondence have shown notoriously poor correlation between mRNA and protein expression levels, creating concern for inferences from only mRNA expression data. However, none of these studies have examined in particular differentially expressed mRNA. Here, we examined this question in an ovarian cancer xenograft model. We measured protein and mRNA expression for twenty-nine genes in four drug-treatment conditions and in untreated controls. We identified mRNAs differentially expressed between drug-treated xenografts and controls, then analysed mRNA-protein expression correlation across a five-point time-course within each of the four experimental conditions. We evaluated correlations between mRNAs and their protein products for mRNAs differentially expressed within an experimental condition compared to those that are not. We found that differentially expressed mRNAs correlate significantly better with their protein product than non-differentially expressed mRNAs. This result increases confidence for the use of differential mRNA expression for biological discovery in this system, as well as providing optimism for the usefulness of inferences from mRNA expression in general. Nature Publishing Group 2015-06-08 /pmc/articles/PMC4459080/ /pubmed/26053859 http://dx.doi.org/10.1038/srep10775 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Koussounadis, Antonis Langdon, Simon P. Um, In Hwa Harrison, David J. Smith, V. Anne Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title | Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title_full | Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title_fullStr | Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title_full_unstemmed | Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title_short | Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system |
title_sort | relationship between differentially expressed mrna and mrna-protein correlations in a xenograft model system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4459080/ https://www.ncbi.nlm.nih.gov/pubmed/26053859 http://dx.doi.org/10.1038/srep10775 |
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