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Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity

A paradoxical finding from genome-wide association studies (GWAS) in plants is that variation in metabolite profiles typically maps to a small number of loci, despite the complexity of underlying biosynthetic pathways. This discrepancy may partially arise from limitations presented by geographically...

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Autores principales: Gloss, Andrew D., Vergnol, Amélie, Morton, Timothy C., Laurin, Peter J., Roux, Fabrice, Bergelson, Joy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9149790/
https://www.ncbi.nlm.nih.gov/pubmed/35634919
http://dx.doi.org/10.1098/rstb.2020.0512
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author Gloss, Andrew D.
Vergnol, Amélie
Morton, Timothy C.
Laurin, Peter J.
Roux, Fabrice
Bergelson, Joy
author_facet Gloss, Andrew D.
Vergnol, Amélie
Morton, Timothy C.
Laurin, Peter J.
Roux, Fabrice
Bergelson, Joy
author_sort Gloss, Andrew D.
collection PubMed
description A paradoxical finding from genome-wide association studies (GWAS) in plants is that variation in metabolite profiles typically maps to a small number of loci, despite the complexity of underlying biosynthetic pathways. This discrepancy may partially arise from limitations presented by geographically diverse mapping panels. Properties of metabolic pathways that impede GWAS by diluting the additive effect of a causal variant, such as allelic and genetic heterogeneity and epistasis, would be expected to increase in severity with the geographical range of the mapping panel. We hypothesized that a population from a single locality would reveal an expanded set of associated loci. We tested this in a French Arabidopsis thaliana population (less than 1 km transect) by profiling and conducting GWAS for glucosinolates, a suite of defensive metabolites that have been studied in depth through functional and genetic mapping approaches. For two distinct classes of glucosinolates, we discovered more associations at biosynthetic loci than the previous GWAS with continental-scale mapping panels. Candidate genes underlying novel associations were supported by concordance between their observed effects in the TOU-A population and previous functional genetic and biochemical characterization. Local populations complement geographically diverse mapping panels to reveal a more complete genetic architecture for metabolic traits. This article is part of the theme issue ‘Genetic basis of adaptation and speciation: from loci to causative mutations’.
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spelling pubmed-91497902022-06-09 Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity Gloss, Andrew D. Vergnol, Amélie Morton, Timothy C. Laurin, Peter J. Roux, Fabrice Bergelson, Joy Philos Trans R Soc Lond B Biol Sci Articles A paradoxical finding from genome-wide association studies (GWAS) in plants is that variation in metabolite profiles typically maps to a small number of loci, despite the complexity of underlying biosynthetic pathways. This discrepancy may partially arise from limitations presented by geographically diverse mapping panels. Properties of metabolic pathways that impede GWAS by diluting the additive effect of a causal variant, such as allelic and genetic heterogeneity and epistasis, would be expected to increase in severity with the geographical range of the mapping panel. We hypothesized that a population from a single locality would reveal an expanded set of associated loci. We tested this in a French Arabidopsis thaliana population (less than 1 km transect) by profiling and conducting GWAS for glucosinolates, a suite of defensive metabolites that have been studied in depth through functional and genetic mapping approaches. For two distinct classes of glucosinolates, we discovered more associations at biosynthetic loci than the previous GWAS with continental-scale mapping panels. Candidate genes underlying novel associations were supported by concordance between their observed effects in the TOU-A population and previous functional genetic and biochemical characterization. Local populations complement geographically diverse mapping panels to reveal a more complete genetic architecture for metabolic traits. This article is part of the theme issue ‘Genetic basis of adaptation and speciation: from loci to causative mutations’. The Royal Society 2022-07-18 2022-05-30 /pmc/articles/PMC9149790/ /pubmed/35634919 http://dx.doi.org/10.1098/rstb.2020.0512 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Articles
Gloss, Andrew D.
Vergnol, Amélie
Morton, Timothy C.
Laurin, Peter J.
Roux, Fabrice
Bergelson, Joy
Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title_full Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title_fullStr Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title_full_unstemmed Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title_short Genome-wide association mapping within a local Arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
title_sort genome-wide association mapping within a local arabidopsis thaliana population more fully reveals the genetic architecture for defensive metabolite diversity
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9149790/
https://www.ncbi.nlm.nih.gov/pubmed/35634919
http://dx.doi.org/10.1098/rstb.2020.0512
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