Cargando…
Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon
Drought is an important environmental stress limiting the productivity of major crops worldwide. Understanding drought tolerance and possible mechanisms for improving drought resistance is therefore a prerequisite to develop drought-tolerant crops that produce significant yields with reduced amounts...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126067/ https://www.ncbi.nlm.nih.gov/pubmed/27965679 http://dx.doi.org/10.3389/fpls.2016.01751 |
_version_ | 1782470050845818880 |
---|---|
author | Fisher, Lorraine H. C. Han, Jiwan Corke, Fiona M. K. Akinyemi, Aderemi Didion, Thomas Nielsen, Klaus K. Doonan, John H. Mur, Luis A. J. Bosch, Maurice |
author_facet | Fisher, Lorraine H. C. Han, Jiwan Corke, Fiona M. K. Akinyemi, Aderemi Didion, Thomas Nielsen, Klaus K. Doonan, John H. Mur, Luis A. J. Bosch, Maurice |
author_sort | Fisher, Lorraine H. C. |
collection | PubMed |
description | Drought is an important environmental stress limiting the productivity of major crops worldwide. Understanding drought tolerance and possible mechanisms for improving drought resistance is therefore a prerequisite to develop drought-tolerant crops that produce significant yields with reduced amounts of water. Brachypodium distachyon (Brachypodium) is a key model species for cereals, forage grasses, and energy grasses. In this study, initial screening of a Brachypodium germplasm collection consisting of 138 different ecotypes exposed to progressive drought, highlighted the natural variation in morphology, biomass accumulation, and responses to drought stress. A core set of ten ecotypes, classified as being either tolerant, susceptible or intermediate, in response to drought stress, were exposed to mild or severe (respectively, 15 and 0% soil water content) drought stress and phenomic parameters linked to growth and color changes were assessed. When exposed to severe drought stress, phenotypic data and metabolite profiling combined with multivariate analysis revealed a remarkable consistency in separating the selected ecotypes into their different pre-defined drought tolerance groups. Increases in several metabolites, including for the phytohormones jasmonic acid and salicylic acid, and TCA-cycle intermediates, were positively correlated with biomass yield and with reduced yellow pixel counts; suggestive of delayed senescence, both key target traits for crop improvement to drought stress. While metabolite analysis also separated ecotypes into the distinct tolerance groupings after exposure to mild drought stress, similar analysis of the phenotypic data failed to do so, confirming the value of metabolomics to investigate early responses to drought stress. The results highlight the potential of combining the analyses of phenotypic and metabolic responses to identify key mechanisms and markers associated with drought tolerance in both the Brachypodium model plant as well as agronomically important crops. |
format | Online Article Text |
id | pubmed-5126067 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-51260672016-12-13 Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon Fisher, Lorraine H. C. Han, Jiwan Corke, Fiona M. K. Akinyemi, Aderemi Didion, Thomas Nielsen, Klaus K. Doonan, John H. Mur, Luis A. J. Bosch, Maurice Front Plant Sci Plant Science Drought is an important environmental stress limiting the productivity of major crops worldwide. Understanding drought tolerance and possible mechanisms for improving drought resistance is therefore a prerequisite to develop drought-tolerant crops that produce significant yields with reduced amounts of water. Brachypodium distachyon (Brachypodium) is a key model species for cereals, forage grasses, and energy grasses. In this study, initial screening of a Brachypodium germplasm collection consisting of 138 different ecotypes exposed to progressive drought, highlighted the natural variation in morphology, biomass accumulation, and responses to drought stress. A core set of ten ecotypes, classified as being either tolerant, susceptible or intermediate, in response to drought stress, were exposed to mild or severe (respectively, 15 and 0% soil water content) drought stress and phenomic parameters linked to growth and color changes were assessed. When exposed to severe drought stress, phenotypic data and metabolite profiling combined with multivariate analysis revealed a remarkable consistency in separating the selected ecotypes into their different pre-defined drought tolerance groups. Increases in several metabolites, including for the phytohormones jasmonic acid and salicylic acid, and TCA-cycle intermediates, were positively correlated with biomass yield and with reduced yellow pixel counts; suggestive of delayed senescence, both key target traits for crop improvement to drought stress. While metabolite analysis also separated ecotypes into the distinct tolerance groupings after exposure to mild drought stress, similar analysis of the phenotypic data failed to do so, confirming the value of metabolomics to investigate early responses to drought stress. The results highlight the potential of combining the analyses of phenotypic and metabolic responses to identify key mechanisms and markers associated with drought tolerance in both the Brachypodium model plant as well as agronomically important crops. Frontiers Media S.A. 2016-11-29 /pmc/articles/PMC5126067/ /pubmed/27965679 http://dx.doi.org/10.3389/fpls.2016.01751 Text en Copyright © 2016 Fisher, Han, Corke, Akinyemi, Didion, Nielsen, Doonan, Mur and Bosch. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Fisher, Lorraine H. C. Han, Jiwan Corke, Fiona M. K. Akinyemi, Aderemi Didion, Thomas Nielsen, Klaus K. Doonan, John H. Mur, Luis A. J. Bosch, Maurice Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title | Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title_full | Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title_fullStr | Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title_full_unstemmed | Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title_short | Linking Dynamic Phenotyping with Metabolite Analysis to Study Natural Variation in Drought Responses of Brachypodium distachyon |
title_sort | linking dynamic phenotyping with metabolite analysis to study natural variation in drought responses of brachypodium distachyon |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126067/ https://www.ncbi.nlm.nih.gov/pubmed/27965679 http://dx.doi.org/10.3389/fpls.2016.01751 |
work_keys_str_mv | AT fisherlorrainehc linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT hanjiwan linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT corkefionamk linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT akinyemiaderemi linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT didionthomas linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT nielsenklausk linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT doonanjohnh linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT murluisaj linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon AT boschmaurice linkingdynamicphenotypingwithmetaboliteanalysistostudynaturalvariationindroughtresponsesofbrachypodiumdistachyon |