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author Thoen, Manus P. M.
Davila Olivas, Nelson H.
Kloth, Karen J.
Coolen, Silvia
Huang, Ping‐Ping
Aarts, Mark G. M.
Bac‐Molenaar, Johanna A.
Bakker, Jaap
Bouwmeester, Harro J.
Broekgaarden, Colette
Bucher, Johan
Busscher‐Lange, Jacqueline
Cheng, Xi
Fradin, Emilie F.
Jongsma, Maarten A.
Julkowska, Magdalena M.
Keurentjes, Joost J. B.
Ligterink, Wilco
Pieterse, Corné M. J.
Ruyter‐Spira, Carolien
Smant, Geert
Testerink, Christa
Usadel, Björn
van Loon, Joop J. A.
van Pelt, Johan A.
van Schaik, Casper C.
van Wees, Saskia C. M.
Visser, Richard G. F.
Voorrips, Roeland
Vosman, Ben
Vreugdenhil, Dick
Warmerdam, Sonja
Wiegers, Gerrie L.
van Heerwaarden, Joost
Kruijer, Willem
van Eeuwijk, Fred A.
Dicke, Marcel
author_facet Thoen, Manus P. M.
Davila Olivas, Nelson H.
Kloth, Karen J.
Coolen, Silvia
Huang, Ping‐Ping
Aarts, Mark G. M.
Bac‐Molenaar, Johanna A.
Bakker, Jaap
Bouwmeester, Harro J.
Broekgaarden, Colette
Bucher, Johan
Busscher‐Lange, Jacqueline
Cheng, Xi
Fradin, Emilie F.
Jongsma, Maarten A.
Julkowska, Magdalena M.
Keurentjes, Joost J. B.
Ligterink, Wilco
Pieterse, Corné M. J.
Ruyter‐Spira, Carolien
Smant, Geert
Testerink, Christa
Usadel, Björn
van Loon, Joop J. A.
van Pelt, Johan A.
van Schaik, Casper C.
van Wees, Saskia C. M.
Visser, Richard G. F.
Voorrips, Roeland
Vosman, Ben
Vreugdenhil, Dick
Warmerdam, Sonja
Wiegers, Gerrie L.
van Heerwaarden, Joost
Kruijer, Willem
van Eeuwijk, Fred A.
Dicke, Marcel
author_sort Thoen, Manus P. M.
collection PubMed
description Plants are exposed to combinations of various biotic and abiotic stresses, but stress responses are usually investigated for single stresses only. Here, we investigated the genetic architecture underlying plant responses to 11 single stresses and several of their combinations by phenotyping 350 Arabidopsis thaliana accessions. A set of 214 000 single nucleotide polymorphisms (SNPs) was screened for marker‐trait associations in genome‐wide association (GWA) analyses using tailored multi‐trait mixed models. Stress responses that share phytohormonal signaling pathways also share genetic architecture underlying these responses. After removing the effects of general robustness, for the 30 most significant SNPs, average quantitative trait locus (QTL) effect sizes were larger for dual stresses than for single stresses. Plants appear to deploy broad‐spectrum defensive mechanisms influencing multiple traits in response to combined stresses. Association analyses identified QTLs with contrasting and with similar responses to biotic vs abiotic stresses, and below‐ground vs above‐ground stresses. Our approach allowed for an unprecedented comprehensive genetic analysis of how plants deal with a wide spectrum of stress conditions.
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spelling pubmed-52486002017-02-03 Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping Thoen, Manus P. M. Davila Olivas, Nelson H. Kloth, Karen J. Coolen, Silvia Huang, Ping‐Ping Aarts, Mark G. M. Bac‐Molenaar, Johanna A. Bakker, Jaap Bouwmeester, Harro J. Broekgaarden, Colette Bucher, Johan Busscher‐Lange, Jacqueline Cheng, Xi Fradin, Emilie F. Jongsma, Maarten A. Julkowska, Magdalena M. Keurentjes, Joost J. B. Ligterink, Wilco Pieterse, Corné M. J. Ruyter‐Spira, Carolien Smant, Geert Testerink, Christa Usadel, Björn van Loon, Joop J. A. van Pelt, Johan A. van Schaik, Casper C. van Wees, Saskia C. M. Visser, Richard G. F. Voorrips, Roeland Vosman, Ben Vreugdenhil, Dick Warmerdam, Sonja Wiegers, Gerrie L. van Heerwaarden, Joost Kruijer, Willem van Eeuwijk, Fred A. Dicke, Marcel New Phytol Research Plants are exposed to combinations of various biotic and abiotic stresses, but stress responses are usually investigated for single stresses only. Here, we investigated the genetic architecture underlying plant responses to 11 single stresses and several of their combinations by phenotyping 350 Arabidopsis thaliana accessions. A set of 214 000 single nucleotide polymorphisms (SNPs) was screened for marker‐trait associations in genome‐wide association (GWA) analyses using tailored multi‐trait mixed models. Stress responses that share phytohormonal signaling pathways also share genetic architecture underlying these responses. After removing the effects of general robustness, for the 30 most significant SNPs, average quantitative trait locus (QTL) effect sizes were larger for dual stresses than for single stresses. Plants appear to deploy broad‐spectrum defensive mechanisms influencing multiple traits in response to combined stresses. Association analyses identified QTLs with contrasting and with similar responses to biotic vs abiotic stresses, and below‐ground vs above‐ground stresses. Our approach allowed for an unprecedented comprehensive genetic analysis of how plants deal with a wide spectrum of stress conditions. John Wiley and Sons Inc. 2016-10-04 2017-02 /pmc/articles/PMC5248600/ /pubmed/27699793 http://dx.doi.org/10.1111/nph.14220 Text en © 2016 The Authors. New Phytologist © 2016 New Phytologist Trust This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Thoen, Manus P. M.
Davila Olivas, Nelson H.
Kloth, Karen J.
Coolen, Silvia
Huang, Ping‐Ping
Aarts, Mark G. M.
Bac‐Molenaar, Johanna A.
Bakker, Jaap
Bouwmeester, Harro J.
Broekgaarden, Colette
Bucher, Johan
Busscher‐Lange, Jacqueline
Cheng, Xi
Fradin, Emilie F.
Jongsma, Maarten A.
Julkowska, Magdalena M.
Keurentjes, Joost J. B.
Ligterink, Wilco
Pieterse, Corné M. J.
Ruyter‐Spira, Carolien
Smant, Geert
Testerink, Christa
Usadel, Björn
van Loon, Joop J. A.
van Pelt, Johan A.
van Schaik, Casper C.
van Wees, Saskia C. M.
Visser, Richard G. F.
Voorrips, Roeland
Vosman, Ben
Vreugdenhil, Dick
Warmerdam, Sonja
Wiegers, Gerrie L.
van Heerwaarden, Joost
Kruijer, Willem
van Eeuwijk, Fred A.
Dicke, Marcel
Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title_full Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title_fullStr Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title_full_unstemmed Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title_short Genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
title_sort genetic architecture of plant stress resistance: multi‐trait genome‐wide association mapping
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5248600/
https://www.ncbi.nlm.nih.gov/pubmed/27699793
http://dx.doi.org/10.1111/nph.14220
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