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Gene‐specific correlation of RNA and protein levels in human cells and tissues

An important issue for molecular biology is to establish whether transcript levels of a given gene can be used as proxies for the corresponding protein levels. Here, we have developed a targeted proteomics approach for a set of human non‐secreted proteins based on parallel reaction monitoring to mea...

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Autores principales: Edfors, Fredrik, Danielsson, Frida, Hallström, Björn M, Käll, Lukas, Lundberg, Emma, Pontén, Fredrik, Forsström, Björn, Uhlén, Mathias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5081484/
https://www.ncbi.nlm.nih.gov/pubmed/27951527
http://dx.doi.org/10.15252/msb.20167144
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author Edfors, Fredrik
Danielsson, Frida
Hallström, Björn M
Käll, Lukas
Lundberg, Emma
Pontén, Fredrik
Forsström, Björn
Uhlén, Mathias
author_facet Edfors, Fredrik
Danielsson, Frida
Hallström, Björn M
Käll, Lukas
Lundberg, Emma
Pontén, Fredrik
Forsström, Björn
Uhlén, Mathias
author_sort Edfors, Fredrik
collection PubMed
description An important issue for molecular biology is to establish whether transcript levels of a given gene can be used as proxies for the corresponding protein levels. Here, we have developed a targeted proteomics approach for a set of human non‐secreted proteins based on parallel reaction monitoring to measure, at steady‐state conditions, absolute protein copy numbers across human tissues and cell lines and compared these levels with the corresponding mRNA levels using transcriptomics. The study shows that the transcript and protein levels do not correlate well unless a gene‐specific RNA‐to‐protein (RTP) conversion factor independent of the tissue type is introduced, thus significantly enhancing the predictability of protein copy numbers from RNA levels. The results show that the RTP ratio varies significantly with a few hundred copies per mRNA molecule for some genes to several hundred thousands of protein copies per mRNA molecule for others. In conclusion, our data suggest that transcriptome analysis can be used as a tool to predict the protein copy numbers per cell, thus forming an attractive link between the field of genomics and proteomics.
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spelling pubmed-50814842016-10-31 Gene‐specific correlation of RNA and protein levels in human cells and tissues Edfors, Fredrik Danielsson, Frida Hallström, Björn M Käll, Lukas Lundberg, Emma Pontén, Fredrik Forsström, Björn Uhlén, Mathias Mol Syst Biol Articles An important issue for molecular biology is to establish whether transcript levels of a given gene can be used as proxies for the corresponding protein levels. Here, we have developed a targeted proteomics approach for a set of human non‐secreted proteins based on parallel reaction monitoring to measure, at steady‐state conditions, absolute protein copy numbers across human tissues and cell lines and compared these levels with the corresponding mRNA levels using transcriptomics. The study shows that the transcript and protein levels do not correlate well unless a gene‐specific RNA‐to‐protein (RTP) conversion factor independent of the tissue type is introduced, thus significantly enhancing the predictability of protein copy numbers from RNA levels. The results show that the RTP ratio varies significantly with a few hundred copies per mRNA molecule for some genes to several hundred thousands of protein copies per mRNA molecule for others. In conclusion, our data suggest that transcriptome analysis can be used as a tool to predict the protein copy numbers per cell, thus forming an attractive link between the field of genomics and proteomics. John Wiley and Sons Inc. 2016-10-26 /pmc/articles/PMC5081484/ /pubmed/27951527 http://dx.doi.org/10.15252/msb.20167144 Text en © 2016 The Authors. Published under the terms of the CC BY 4.0 license This is an open access article under the terms of the Creative Commons Attribution 4.0 (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Edfors, Fredrik
Danielsson, Frida
Hallström, Björn M
Käll, Lukas
Lundberg, Emma
Pontén, Fredrik
Forsström, Björn
Uhlén, Mathias
Gene‐specific correlation of RNA and protein levels in human cells and tissues
title Gene‐specific correlation of RNA and protein levels in human cells and tissues
title_full Gene‐specific correlation of RNA and protein levels in human cells and tissues
title_fullStr Gene‐specific correlation of RNA and protein levels in human cells and tissues
title_full_unstemmed Gene‐specific correlation of RNA and protein levels in human cells and tissues
title_short Gene‐specific correlation of RNA and protein levels in human cells and tissues
title_sort gene‐specific correlation of rna and protein levels in human cells and tissues
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5081484/
https://www.ncbi.nlm.nih.gov/pubmed/27951527
http://dx.doi.org/10.15252/msb.20167144
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