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Heritability and genetic basis of protein level variation in an outbred population

The genetic basis of heritable traits has been studied for decades. Although recent mapping efforts have elucidated genetic determinants of transcript levels, mapping of protein abundance has lagged. Here, we analyze levels of 4084 GFP-tagged yeast proteins in the progeny of a cross between a labora...

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Autores principales: Parts, Leopold, Liu, Yi-Chun, Tekkedil, Manu M., Steinmetz, Lars M., Caudy, Amy A., Fraser, Andrew G., Boone, Charles, Andrews, Brenda J., Rosebrock, Adam P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4120089/
https://www.ncbi.nlm.nih.gov/pubmed/24823668
http://dx.doi.org/10.1101/gr.170506.113
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author Parts, Leopold
Liu, Yi-Chun
Tekkedil, Manu M.
Steinmetz, Lars M.
Caudy, Amy A.
Fraser, Andrew G.
Boone, Charles
Andrews, Brenda J.
Rosebrock, Adam P.
author_facet Parts, Leopold
Liu, Yi-Chun
Tekkedil, Manu M.
Steinmetz, Lars M.
Caudy, Amy A.
Fraser, Andrew G.
Boone, Charles
Andrews, Brenda J.
Rosebrock, Adam P.
author_sort Parts, Leopold
collection PubMed
description The genetic basis of heritable traits has been studied for decades. Although recent mapping efforts have elucidated genetic determinants of transcript levels, mapping of protein abundance has lagged. Here, we analyze levels of 4084 GFP-tagged yeast proteins in the progeny of a cross between a laboratory and a wild strain using flow cytometry and high-content microscopy. The genotype of trans variants contributed little to protein level variation between individual cells but explained >50% of the variance in the population’s average protein abundance for half of the GFP fusions tested. To map trans-acting factors responsible, we performed flow sorting and bulk segregant analysis of 25 proteins, finding a median of five protein quantitative trait loci (pQTLs) per GFP fusion. Further, we find that cis-acting variants predominate; the genotype of a gene and its surrounding region had a large effect on protein level six times more frequently than the rest of the genome combined. We present evidence for both shared and independent genetic control of transcript and protein abundance: More than half of the expression QTLs (eQTLs) contribute to changes in protein levels of regulated genes, but several pQTLs do not affect their cognate transcript levels. Allele replacements of genes known to underlie trans eQTL hotspots confirmed the correlation of effects on mRNA and protein levels. This study represents the first genome-scale measurement of genetic contribution to protein levels in single cells and populations, identifies more than a hundred trans pQTLs, and validates the propagation of effects associated with transcript variation to protein abundance.
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spelling pubmed-41200892015-02-01 Heritability and genetic basis of protein level variation in an outbred population Parts, Leopold Liu, Yi-Chun Tekkedil, Manu M. Steinmetz, Lars M. Caudy, Amy A. Fraser, Andrew G. Boone, Charles Andrews, Brenda J. Rosebrock, Adam P. Genome Res Research The genetic basis of heritable traits has been studied for decades. Although recent mapping efforts have elucidated genetic determinants of transcript levels, mapping of protein abundance has lagged. Here, we analyze levels of 4084 GFP-tagged yeast proteins in the progeny of a cross between a laboratory and a wild strain using flow cytometry and high-content microscopy. The genotype of trans variants contributed little to protein level variation between individual cells but explained >50% of the variance in the population’s average protein abundance for half of the GFP fusions tested. To map trans-acting factors responsible, we performed flow sorting and bulk segregant analysis of 25 proteins, finding a median of five protein quantitative trait loci (pQTLs) per GFP fusion. Further, we find that cis-acting variants predominate; the genotype of a gene and its surrounding region had a large effect on protein level six times more frequently than the rest of the genome combined. We present evidence for both shared and independent genetic control of transcript and protein abundance: More than half of the expression QTLs (eQTLs) contribute to changes in protein levels of regulated genes, but several pQTLs do not affect their cognate transcript levels. Allele replacements of genes known to underlie trans eQTL hotspots confirmed the correlation of effects on mRNA and protein levels. This study represents the first genome-scale measurement of genetic contribution to protein levels in single cells and populations, identifies more than a hundred trans pQTLs, and validates the propagation of effects associated with transcript variation to protein abundance. Cold Spring Harbor Laboratory Press 2014-08 /pmc/articles/PMC4120089/ /pubmed/24823668 http://dx.doi.org/10.1101/gr.170506.113 Text en © 2014 Parts et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Research
Parts, Leopold
Liu, Yi-Chun
Tekkedil, Manu M.
Steinmetz, Lars M.
Caudy, Amy A.
Fraser, Andrew G.
Boone, Charles
Andrews, Brenda J.
Rosebrock, Adam P.
Heritability and genetic basis of protein level variation in an outbred population
title Heritability and genetic basis of protein level variation in an outbred population
title_full Heritability and genetic basis of protein level variation in an outbred population
title_fullStr Heritability and genetic basis of protein level variation in an outbred population
title_full_unstemmed Heritability and genetic basis of protein level variation in an outbred population
title_short Heritability and genetic basis of protein level variation in an outbred population
title_sort heritability and genetic basis of protein level variation in an outbred population
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4120089/
https://www.ncbi.nlm.nih.gov/pubmed/24823668
http://dx.doi.org/10.1101/gr.170506.113
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