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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5440056 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT franksalexander posttranscriptionalregulationacrosshumantissues AT airoldiedoardo posttranscriptionalregulationacrosshumantissues AT slavovnikolai posttranscriptionalregulationacrosshumantissues |