Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions

Multiple trait selection guides the deployment of wheat varieties with high grain yield (GY) and water-use efficiency (WUE). The study aimed to determine the degree and trend of association between agronomic traits and major metabolites to identify influential traits and metabolites optimised by whe...

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Main Authors: Maltase Mutanda, Hussein Shimelis, Vincent Chaplot, Ntakadzeni E. Madala, Sandiswa Figlan
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Acta Agriculturae Scandinavica. Section B, Soil and Plant Science
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Online Access:https://www.tandfonline.com/doi/10.1080/09064710.2025.2454389
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author Maltase Mutanda
Hussein Shimelis
Vincent Chaplot
Ntakadzeni E. Madala
Sandiswa Figlan
author_facet Maltase Mutanda
Hussein Shimelis
Vincent Chaplot
Ntakadzeni E. Madala
Sandiswa Figlan
author_sort Maltase Mutanda
collection DOAJ
description Multiple trait selection guides the deployment of wheat varieties with high grain yield (GY) and water-use efficiency (WUE). The study aimed to determine the degree and trend of association between agronomic traits and major metabolites to identify influential traits and metabolites optimised by wheat genotypes for improved GY, WUE and drought tolerance. One hundred wheat genotypes were evaluated under drought-stressed (DS) and non-stressed (NS) using a 5 × 20 alpha-lattice design with two replications. The recorded agronomic traits included GY, shoot biomass (SB), root biomass (RB) and plant biomass (PB). The WUE in relation to GY (WUEgy) was computed based on GY produced under DS and NS. The grain of 10 wheat genotypes with high GY under DS were assayed for their metabolic responses to DS. The WUEgy showed significant correlations with PB, RB and SB under DS and NS conditions. Citric acid was strongly correlated with GY and WUEgy than other metabolites under DS. The SB had high positive direct effects on GY under both treatments, while PB had high and positive direct effects on WUEgy under DS. Therefore, selection based on SB, PB and citric acid is effective when selecting wheat ideotypes for drought tolerance and WUE.
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publishDate 2025-12-01
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series Acta Agriculturae Scandinavica. Section B, Soil and Plant Science
spelling doaj-art-9d60e938e84140ac87c2399e6a1dba712025-01-29T14:38:39ZengTaylor & Francis GroupActa Agriculturae Scandinavica. Section B, Soil and Plant Science0906-47101651-19132025-12-0175110.1080/09064710.2025.2454389Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditionsMaltase Mutanda0Hussein Shimelis1Vincent Chaplot2Ntakadzeni E. Madala3Sandiswa Figlan4Department of Agriculture and Animal Health, University of South Africa, Florida, South AfricaSchool of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South AfricaSchool of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South AfricaDepartment of Biochemistry and Microbiology, Faculty of Science, Engineering and Agriculture, University of Venda, Thohoyandou, South AfricaDepartment of Agriculture and Animal Health, University of South Africa, Florida, South AfricaMultiple trait selection guides the deployment of wheat varieties with high grain yield (GY) and water-use efficiency (WUE). The study aimed to determine the degree and trend of association between agronomic traits and major metabolites to identify influential traits and metabolites optimised by wheat genotypes for improved GY, WUE and drought tolerance. One hundred wheat genotypes were evaluated under drought-stressed (DS) and non-stressed (NS) using a 5 × 20 alpha-lattice design with two replications. The recorded agronomic traits included GY, shoot biomass (SB), root biomass (RB) and plant biomass (PB). The WUE in relation to GY (WUEgy) was computed based on GY produced under DS and NS. The grain of 10 wheat genotypes with high GY under DS were assayed for their metabolic responses to DS. The WUEgy showed significant correlations with PB, RB and SB under DS and NS conditions. Citric acid was strongly correlated with GY and WUEgy than other metabolites under DS. The SB had high positive direct effects on GY under both treatments, while PB had high and positive direct effects on WUEgy under DS. Therefore, selection based on SB, PB and citric acid is effective when selecting wheat ideotypes for drought tolerance and WUE.https://www.tandfonline.com/doi/10.1080/09064710.2025.2454389Citric aciddrought stressgrain yieldshoot biomasswater use efficiency
spellingShingle Maltase Mutanda
Hussein Shimelis
Vincent Chaplot
Ntakadzeni E. Madala
Sandiswa Figlan
Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
Acta Agriculturae Scandinavica. Section B, Soil and Plant Science
Citric acid
drought stress
grain yield
shoot biomass
water use efficiency
title Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
title_full Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
title_fullStr Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
title_full_unstemmed Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
title_short Association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
title_sort association between agronomic traits and metabolite profiles on yield response and water use efficiency in newly developed wheat populations under drought stressed conditions
topic Citric acid
drought stress
grain yield
shoot biomass
water use efficiency
url https://www.tandfonline.com/doi/10.1080/09064710.2025.2454389
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AT husseinshimelis associationbetweenagronomictraitsandmetaboliteprofilesonyieldresponseandwateruseefficiencyinnewlydevelopedwheatpopulationsunderdroughtstressedconditions
AT vincentchaplot associationbetweenagronomictraitsandmetaboliteprofilesonyieldresponseandwateruseefficiencyinnewlydevelopedwheatpopulationsunderdroughtstressedconditions
AT ntakadzeniemadala associationbetweenagronomictraitsandmetaboliteprofilesonyieldresponseandwateruseefficiencyinnewlydevelopedwheatpopulationsunderdroughtstressedconditions
AT sandiswafiglan associationbetweenagronomictraitsandmetaboliteprofilesonyieldresponseandwateruseefficiencyinnewlydevelopedwheatpopulationsunderdroughtstressedconditions