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Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals

Proteotypes, like genotypes, have been found to vary between individuals in several studies, but consistent molecular functional traits across studies remain to be quantified. In a meta-analysis of 11 proteomics datasets from humans and mice, we use co-variation of proteins in known functional modul...

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Autores principales: Romanov, Natalie, Kuhn, Michael, Aebersold, Ruedi, Ori, Alessandro, Beck, Martin, Bork, Peer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988111/
https://www.ncbi.nlm.nih.gov/pubmed/31031010
http://dx.doi.org/10.1016/j.cell.2019.03.015
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author Romanov, Natalie
Kuhn, Michael
Aebersold, Ruedi
Ori, Alessandro
Beck, Martin
Bork, Peer
author_facet Romanov, Natalie
Kuhn, Michael
Aebersold, Ruedi
Ori, Alessandro
Beck, Martin
Bork, Peer
author_sort Romanov, Natalie
collection PubMed
description Proteotypes, like genotypes, have been found to vary between individuals in several studies, but consistent molecular functional traits across studies remain to be quantified. In a meta-analysis of 11 proteomics datasets from humans and mice, we use co-variation of proteins in known functional modules across datasets and individuals to obtain a consensus landscape of proteotype variation. We find that individuals differ considerably in both protein complex abundances and stoichiometry. We disentangle genetic and environmental factors impacting these metrics, with genetic sex and specific diets together explaining 13.5% and 11.6% of the observed variation of complex abundance and stoichiometry, respectively. Sex-specific differences, for example, include various proteins and complexes, where the respective genes are not located on sex-specific chromosomes. Diet-specific differences, added to the individual genetic backgrounds, might become a starting point for personalized proteotype modulation toward desired features.
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spelling pubmed-69881112020-02-03 Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals Romanov, Natalie Kuhn, Michael Aebersold, Ruedi Ori, Alessandro Beck, Martin Bork, Peer Cell Article Proteotypes, like genotypes, have been found to vary between individuals in several studies, but consistent molecular functional traits across studies remain to be quantified. In a meta-analysis of 11 proteomics datasets from humans and mice, we use co-variation of proteins in known functional modules across datasets and individuals to obtain a consensus landscape of proteotype variation. We find that individuals differ considerably in both protein complex abundances and stoichiometry. We disentangle genetic and environmental factors impacting these metrics, with genetic sex and specific diets together explaining 13.5% and 11.6% of the observed variation of complex abundance and stoichiometry, respectively. Sex-specific differences, for example, include various proteins and complexes, where the respective genes are not located on sex-specific chromosomes. Diet-specific differences, added to the individual genetic backgrounds, might become a starting point for personalized proteotype modulation toward desired features. Cell Press 2019-05-16 /pmc/articles/PMC6988111/ /pubmed/31031010 http://dx.doi.org/10.1016/j.cell.2019.03.015 Text en © 2019 European Molecular Biology Laboratory http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Romanov, Natalie
Kuhn, Michael
Aebersold, Ruedi
Ori, Alessandro
Beck, Martin
Bork, Peer
Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title_full Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title_fullStr Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title_full_unstemmed Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title_short Disentangling Genetic and Environmental Effects on the Proteotypes of Individuals
title_sort disentangling genetic and environmental effects on the proteotypes of individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988111/
https://www.ncbi.nlm.nih.gov/pubmed/31031010
http://dx.doi.org/10.1016/j.cell.2019.03.015
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