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Post-transcriptional regulation across human tissues

Transcriptional and post-transcriptional regulation shape tissue-type-specific proteomes, but their relative contributions remain contested. Estimates of the factors determining protein levels in human tissues do not distinguish between (i) the factors determining the variability between the abundan...

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Autores principales: Franks, Alexander, Airoldi, Edoardo, Slavov, Nikolai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5440056/
https://www.ncbi.nlm.nih.gov/pubmed/28481885
http://dx.doi.org/10.1371/journal.pcbi.1005535
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author Franks, Alexander
Airoldi, Edoardo
Slavov, Nikolai
author_facet Franks, Alexander
Airoldi, Edoardo
Slavov, Nikolai
author_sort Franks, Alexander
collection PubMed
description Transcriptional and post-transcriptional regulation shape tissue-type-specific proteomes, but their relative contributions remain contested. Estimates of the factors determining protein levels in human tissues do not distinguish between (i) the factors determining the variability between the abundances of different proteins, i.e., mean-level-variability and, (ii) the factors determining the physiological variability of the same protein across different tissue types, i.e., across-tissues variability. We sought to estimate the contribution of transcript levels to these two orthogonal sources of variability, and found that scaled mRNA levels can account for most of the mean-level-variability but not necessarily for across-tissues variability. The reliable quantification of the latter estimate is limited by substantial measurement noise. However, protein-to-mRNA ratios exhibit substantial across-tissues variability that is functionally concerted and reproducible across different datasets, suggesting extensive post-transcriptional regulation. These results caution against estimating protein fold-changes from mRNA fold-changes between different cell-types, and highlight the contribution of post-transcriptional regulation to shaping tissue-type-specific proteomes.
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spelling pubmed-54400562017-06-06 Post-transcriptional regulation across human tissues Franks, Alexander Airoldi, Edoardo Slavov, Nikolai PLoS Comput Biol Research Article Transcriptional and post-transcriptional regulation shape tissue-type-specific proteomes, but their relative contributions remain contested. Estimates of the factors determining protein levels in human tissues do not distinguish between (i) the factors determining the variability between the abundances of different proteins, i.e., mean-level-variability and, (ii) the factors determining the physiological variability of the same protein across different tissue types, i.e., across-tissues variability. We sought to estimate the contribution of transcript levels to these two orthogonal sources of variability, and found that scaled mRNA levels can account for most of the mean-level-variability but not necessarily for across-tissues variability. The reliable quantification of the latter estimate is limited by substantial measurement noise. However, protein-to-mRNA ratios exhibit substantial across-tissues variability that is functionally concerted and reproducible across different datasets, suggesting extensive post-transcriptional regulation. These results caution against estimating protein fold-changes from mRNA fold-changes between different cell-types, and highlight the contribution of post-transcriptional regulation to shaping tissue-type-specific proteomes. Public Library of Science 2017-05-08 /pmc/articles/PMC5440056/ /pubmed/28481885 http://dx.doi.org/10.1371/journal.pcbi.1005535 Text en © 2017 Franks et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Franks, Alexander
Airoldi, Edoardo
Slavov, Nikolai
Post-transcriptional regulation across human tissues
title Post-transcriptional regulation across human tissues
title_full Post-transcriptional regulation across human tissues
title_fullStr Post-transcriptional regulation across human tissues
title_full_unstemmed Post-transcriptional regulation across human tissues
title_short Post-transcriptional regulation across human tissues
title_sort post-transcriptional regulation across human tissues
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5440056/
https://www.ncbi.nlm.nih.gov/pubmed/28481885
http://dx.doi.org/10.1371/journal.pcbi.1005535
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