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Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana

One of the major goals of quantitative genetics is to unravel the complex interactions between molecular genetic factors and the environment. The effects of these genotype-by-environment interactions also affect and cause variation in gene expression. The regulatory loci responsible for this variati...

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Autores principales: Snoek, L. Basten, Terpstra, Inez R., Dekter, René, Van den Ackerveken, Guido, Peeters, Anton J. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541481/
https://www.ncbi.nlm.nih.gov/pubmed/23335938
http://dx.doi.org/10.3389/fgene.2012.00317
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author Snoek, L. Basten
Terpstra, Inez R.
Dekter, René
Van den Ackerveken, Guido
Peeters, Anton J. M.
author_facet Snoek, L. Basten
Terpstra, Inez R.
Dekter, René
Van den Ackerveken, Guido
Peeters, Anton J. M.
author_sort Snoek, L. Basten
collection PubMed
description One of the major goals of quantitative genetics is to unravel the complex interactions between molecular genetic factors and the environment. The effects of these genotype-by-environment interactions also affect and cause variation in gene expression. The regulatory loci responsible for this variation can be found by genetical genomics that involves the mapping of quantitative trait loci (QTLs) for gene expression traits also called expression-QTL (eQTLs). Most genetical genomics experiments published so far, are performed in a single environment and hence do not allow investigation of the role of genotype-by-environment interactions. Furthermore, most studies have been done in a steady state environment leading to acclimated expression patterns. However a response to the environment or change therein can be highly plastic and possibly lead to more and larger differences between genotypes. Here we present a genetical genomics study on 120 Arabidopsis thaliana, Landsberg erecta × Cape Verde Islands, recombinant inbred lines (RILs) in active response to the environment by treating them with 3 h of shade. The results of this experiment are compared to a previous study on seedlings of the same RILs from a steady state environment. The combination of two highly different conditions but exactly the same RILs with a fixed genetic variation showed the large role of genotype-by-environment interactions on gene expression levels. We found environment-dependent hotspots of transcript regulation. The major hotspot was confirmed by the expression profile of a near isogenic line. Our combined analysis leads us to propose CSN5A, a COP9 signalosome component, as a candidate regulator for the gene expression response to shade.
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spelling pubmed-35414812013-01-18 Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana Snoek, L. Basten Terpstra, Inez R. Dekter, René Van den Ackerveken, Guido Peeters, Anton J. M. Front Genet Genetics One of the major goals of quantitative genetics is to unravel the complex interactions between molecular genetic factors and the environment. The effects of these genotype-by-environment interactions also affect and cause variation in gene expression. The regulatory loci responsible for this variation can be found by genetical genomics that involves the mapping of quantitative trait loci (QTLs) for gene expression traits also called expression-QTL (eQTLs). Most genetical genomics experiments published so far, are performed in a single environment and hence do not allow investigation of the role of genotype-by-environment interactions. Furthermore, most studies have been done in a steady state environment leading to acclimated expression patterns. However a response to the environment or change therein can be highly plastic and possibly lead to more and larger differences between genotypes. Here we present a genetical genomics study on 120 Arabidopsis thaliana, Landsberg erecta × Cape Verde Islands, recombinant inbred lines (RILs) in active response to the environment by treating them with 3 h of shade. The results of this experiment are compared to a previous study on seedlings of the same RILs from a steady state environment. The combination of two highly different conditions but exactly the same RILs with a fixed genetic variation showed the large role of genotype-by-environment interactions on gene expression levels. We found environment-dependent hotspots of transcript regulation. The major hotspot was confirmed by the expression profile of a near isogenic line. Our combined analysis leads us to propose CSN5A, a COP9 signalosome component, as a candidate regulator for the gene expression response to shade. Frontiers Media S.A. 2013-01-10 /pmc/articles/PMC3541481/ /pubmed/23335938 http://dx.doi.org/10.3389/fgene.2012.00317 Text en Copyright © 2013 Snoek, Terpstra, Dekter, Van den Ackerveken and Peeters. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Genetics
Snoek, L. Basten
Terpstra, Inez R.
Dekter, René
Van den Ackerveken, Guido
Peeters, Anton J. M.
Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title_full Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title_fullStr Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title_full_unstemmed Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title_short Genetical Genomics Reveals Large Scale Genotype-By-Environment Interactions in Arabidopsis thaliana
title_sort genetical genomics reveals large scale genotype-by-environment interactions in arabidopsis thaliana
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541481/
https://www.ncbi.nlm.nih.gov/pubmed/23335938
http://dx.doi.org/10.3389/fgene.2012.00317
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