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Powerful decomposition of complex traits in a diploid model

Explaining trait differences between individuals is a core and challenging aim of life sciences. Here, we introduce a powerful framework for complete decomposition of trait variation into its underlying genetic causes in diploid model organisms. We sequence and systematically pair the recombinant ga...

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Autores principales: Hallin, Johan, Märtens, Kaspar, Young, Alexander I., Zackrisson, Martin, Salinas, Francisco, Parts, Leopold, Warringer, Jonas, Liti, Gianni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5097135/
https://www.ncbi.nlm.nih.gov/pubmed/27804950
http://dx.doi.org/10.1038/ncomms13311
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author Hallin, Johan
Märtens, Kaspar
Young, Alexander I.
Zackrisson, Martin
Salinas, Francisco
Parts, Leopold
Warringer, Jonas
Liti, Gianni
author_facet Hallin, Johan
Märtens, Kaspar
Young, Alexander I.
Zackrisson, Martin
Salinas, Francisco
Parts, Leopold
Warringer, Jonas
Liti, Gianni
author_sort Hallin, Johan
collection PubMed
description Explaining trait differences between individuals is a core and challenging aim of life sciences. Here, we introduce a powerful framework for complete decomposition of trait variation into its underlying genetic causes in diploid model organisms. We sequence and systematically pair the recombinant gametes of two intercrossed natural genomes into an array of diploid hybrids with fully assembled and phased genomes, termed Phased Outbred Lines (POLs). We demonstrate the capacity of this approach by partitioning fitness traits of 6,642 Saccharomyces cerevisiae POLs across many environments, achieving near complete trait heritability and precisely estimating additive (73%), dominance (10%), second (7%) and third (1.7%) order epistasis components. We map quantitative trait loci (QTLs) and find nonadditive QTLs to outnumber (3:1) additive loci, dominant contributions to heterosis to outnumber overdominant, and extensive pleiotropy. The POL framework offers the most complete decomposition of diploid traits to date and can be adapted to most model organisms.
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spelling pubmed-50971352016-11-18 Powerful decomposition of complex traits in a diploid model Hallin, Johan Märtens, Kaspar Young, Alexander I. Zackrisson, Martin Salinas, Francisco Parts, Leopold Warringer, Jonas Liti, Gianni Nat Commun Article Explaining trait differences between individuals is a core and challenging aim of life sciences. Here, we introduce a powerful framework for complete decomposition of trait variation into its underlying genetic causes in diploid model organisms. We sequence and systematically pair the recombinant gametes of two intercrossed natural genomes into an array of diploid hybrids with fully assembled and phased genomes, termed Phased Outbred Lines (POLs). We demonstrate the capacity of this approach by partitioning fitness traits of 6,642 Saccharomyces cerevisiae POLs across many environments, achieving near complete trait heritability and precisely estimating additive (73%), dominance (10%), second (7%) and third (1.7%) order epistasis components. We map quantitative trait loci (QTLs) and find nonadditive QTLs to outnumber (3:1) additive loci, dominant contributions to heterosis to outnumber overdominant, and extensive pleiotropy. The POL framework offers the most complete decomposition of diploid traits to date and can be adapted to most model organisms. Nature Publishing Group 2016-11-02 /pmc/articles/PMC5097135/ /pubmed/27804950 http://dx.doi.org/10.1038/ncomms13311 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Hallin, Johan
Märtens, Kaspar
Young, Alexander I.
Zackrisson, Martin
Salinas, Francisco
Parts, Leopold
Warringer, Jonas
Liti, Gianni
Powerful decomposition of complex traits in a diploid model
title Powerful decomposition of complex traits in a diploid model
title_full Powerful decomposition of complex traits in a diploid model
title_fullStr Powerful decomposition of complex traits in a diploid model
title_full_unstemmed Powerful decomposition of complex traits in a diploid model
title_short Powerful decomposition of complex traits in a diploid model
title_sort powerful decomposition of complex traits in a diploid model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5097135/
https://www.ncbi.nlm.nih.gov/pubmed/27804950
http://dx.doi.org/10.1038/ncomms13311
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