Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars

Increasing global temperature has adverse effects on crop health and productivity at both seedling and reproductivity stages. It is paramount to develop heat tolerant wheat cultivars able to sustain under high and fluctuating temperature conditions. An experiment was conducted to characterize 194 historical wheat cultivars of Pakistan under high temperature at seedling stage to identify loci associated with heat tolerance using genome-wide association studies (GWAS). A quantitative trait locus, TaHST1, on chr4A was also characterized to identify the haplotypes at this locus associated with heat tolerance in wheat from Pakistan. Initially, the diversity panel was planted under control conditions (25°C/20°C day and night temperature) in a glass house. At three leaf stage, plants were subjected to heat stress (HS) by increasing temperature (40°C/35°C day and night), while one treatment was kept at control condition. After 7 days of HS, data were collected for seedling morphology. Heat stress reduced these traits by 25% (root weight) to 40% (shoot weight), and shoot biomass was largely affected by heat stress. A GWAS model, fixed and random model circulating probability unification (FarmCPU), identified 43 quantitative trait nucleotides (QTNs) on all chromosomes, except chr7B, were associated under both HS and control conditions. Thirteen QTNs were identified in control, while 30 QTNs were identified in HS condition. In total, 24 haplotypes were identified at TaHST1 locus, and most of the heat tolerant genotypes were assigned to Hap-20 and Hap-21. Eleven QTNs were identified within 0.3–3.1 Mb proximity of heat shock protein (HSP). Conclusively, this study provided a detailed genetic framework of heat tolerance in wheat at the seedling stage and identify potential genetic regions associated with heat tolerance which can be used for marker assisted selection (MAS) in breeding for heat stress tolerance.

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Main Authors: Muhammad Ibrar Khan, Kainat, Z., Maqbool, S., Mehwish, A., Ahmad, S., Hafiz Muhammad Suleman, Mahmood, Z., Ali, M., Aziz, A., Awais Rasheed, Huihui Li
Format: Article biblioteca
Language:English
Published: Frontiers 2022
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, Heat Stress Tolerance, Quantitative Trait Nucleotides, Single Nucleotide Polymorphism Markers, HEAT STRESS, QUANTITATIVE TRAIT LOCI, NUCLEOTIDES, SINGLE NUCLEOTIDE POLYMORPHISM, SPRING WHEAT, Wheat,
Online Access:https://hdl.handle.net/10883/22464
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spelling dig-cimmyt-10883-224642024-02-22T14:21:59Z Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars Muhammad Ibrar Khan Kainat, Z. Maqbool, S. Mehwish, A. Ahmad, S. Hafiz Muhammad Suleman Mahmood, Z. Ali, M. Aziz, A. Awais Rasheed Huihui Li AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Heat Stress Tolerance Quantitative Trait Nucleotides Single Nucleotide Polymorphism Markers HEAT STRESS QUANTITATIVE TRAIT LOCI NUCLEOTIDES SINGLE NUCLEOTIDE POLYMORPHISM SPRING WHEAT Wheat Increasing global temperature has adverse effects on crop health and productivity at both seedling and reproductivity stages. It is paramount to develop heat tolerant wheat cultivars able to sustain under high and fluctuating temperature conditions. An experiment was conducted to characterize 194 historical wheat cultivars of Pakistan under high temperature at seedling stage to identify loci associated with heat tolerance using genome-wide association studies (GWAS). A quantitative trait locus, TaHST1, on chr4A was also characterized to identify the haplotypes at this locus associated with heat tolerance in wheat from Pakistan. Initially, the diversity panel was planted under control conditions (25°C/20°C day and night temperature) in a glass house. At three leaf stage, plants were subjected to heat stress (HS) by increasing temperature (40°C/35°C day and night), while one treatment was kept at control condition. After 7 days of HS, data were collected for seedling morphology. Heat stress reduced these traits by 25% (root weight) to 40% (shoot weight), and shoot biomass was largely affected by heat stress. A GWAS model, fixed and random model circulating probability unification (FarmCPU), identified 43 quantitative trait nucleotides (QTNs) on all chromosomes, except chr7B, were associated under both HS and control conditions. Thirteen QTNs were identified in control, while 30 QTNs were identified in HS condition. In total, 24 haplotypes were identified at TaHST1 locus, and most of the heat tolerant genotypes were assigned to Hap-20 and Hap-21. Eleven QTNs were identified within 0.3–3.1 Mb proximity of heat shock protein (HSP). Conclusively, this study provided a detailed genetic framework of heat tolerance in wheat at the seedling stage and identify potential genetic regions associated with heat tolerance which can be used for marker assisted selection (MAS) in breeding for heat stress tolerance. 2023-01-25T01:20:24Z 2023-01-25T01:20:24Z 2022 Article Published Version https://hdl.handle.net/10883/22464 10.3389/fpls.2022.972481 English https://figshare.com/collections/Genome-wide_association_for_heat_tolerance_at_seedling_stage_in_historical_spring_wheat_cultivars/6165252 Climate adaptation & mitigation Nutrition, health & food security Accelerated Breeding Genetic Innovation National Science Foundation of China Project of Hainan Yazhou Bay Seed Laboratory CGIAR Trust Fund https://hdl.handle.net/10568/128239 CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access Switzerland Frontiers 13 1664-462X Frontiers in Plant Science 972481
institution CIMMYT
collection DSpace
country México
countrycode MX
component Bibliográfico
access En linea
databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Heat Stress Tolerance
Quantitative Trait Nucleotides
Single Nucleotide Polymorphism Markers
HEAT STRESS
QUANTITATIVE TRAIT LOCI
NUCLEOTIDES
SINGLE NUCLEOTIDE POLYMORPHISM
SPRING WHEAT
Wheat
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Heat Stress Tolerance
Quantitative Trait Nucleotides
Single Nucleotide Polymorphism Markers
HEAT STRESS
QUANTITATIVE TRAIT LOCI
NUCLEOTIDES
SINGLE NUCLEOTIDE POLYMORPHISM
SPRING WHEAT
Wheat
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Heat Stress Tolerance
Quantitative Trait Nucleotides
Single Nucleotide Polymorphism Markers
HEAT STRESS
QUANTITATIVE TRAIT LOCI
NUCLEOTIDES
SINGLE NUCLEOTIDE POLYMORPHISM
SPRING WHEAT
Wheat
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Heat Stress Tolerance
Quantitative Trait Nucleotides
Single Nucleotide Polymorphism Markers
HEAT STRESS
QUANTITATIVE TRAIT LOCI
NUCLEOTIDES
SINGLE NUCLEOTIDE POLYMORPHISM
SPRING WHEAT
Wheat
Muhammad Ibrar Khan
Kainat, Z.
Maqbool, S.
Mehwish, A.
Ahmad, S.
Hafiz Muhammad Suleman
Mahmood, Z.
Ali, M.
Aziz, A.
Awais Rasheed
Huihui Li
Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
description Increasing global temperature has adverse effects on crop health and productivity at both seedling and reproductivity stages. It is paramount to develop heat tolerant wheat cultivars able to sustain under high and fluctuating temperature conditions. An experiment was conducted to characterize 194 historical wheat cultivars of Pakistan under high temperature at seedling stage to identify loci associated with heat tolerance using genome-wide association studies (GWAS). A quantitative trait locus, TaHST1, on chr4A was also characterized to identify the haplotypes at this locus associated with heat tolerance in wheat from Pakistan. Initially, the diversity panel was planted under control conditions (25°C/20°C day and night temperature) in a glass house. At three leaf stage, plants were subjected to heat stress (HS) by increasing temperature (40°C/35°C day and night), while one treatment was kept at control condition. After 7 days of HS, data were collected for seedling morphology. Heat stress reduced these traits by 25% (root weight) to 40% (shoot weight), and shoot biomass was largely affected by heat stress. A GWAS model, fixed and random model circulating probability unification (FarmCPU), identified 43 quantitative trait nucleotides (QTNs) on all chromosomes, except chr7B, were associated under both HS and control conditions. Thirteen QTNs were identified in control, while 30 QTNs were identified in HS condition. In total, 24 haplotypes were identified at TaHST1 locus, and most of the heat tolerant genotypes were assigned to Hap-20 and Hap-21. Eleven QTNs were identified within 0.3–3.1 Mb proximity of heat shock protein (HSP). Conclusively, this study provided a detailed genetic framework of heat tolerance in wheat at the seedling stage and identify potential genetic regions associated with heat tolerance which can be used for marker assisted selection (MAS) in breeding for heat stress tolerance.
format Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Heat Stress Tolerance
Quantitative Trait Nucleotides
Single Nucleotide Polymorphism Markers
HEAT STRESS
QUANTITATIVE TRAIT LOCI
NUCLEOTIDES
SINGLE NUCLEOTIDE POLYMORPHISM
SPRING WHEAT
Wheat
author Muhammad Ibrar Khan
Kainat, Z.
Maqbool, S.
Mehwish, A.
Ahmad, S.
Hafiz Muhammad Suleman
Mahmood, Z.
Ali, M.
Aziz, A.
Awais Rasheed
Huihui Li
author_facet Muhammad Ibrar Khan
Kainat, Z.
Maqbool, S.
Mehwish, A.
Ahmad, S.
Hafiz Muhammad Suleman
Mahmood, Z.
Ali, M.
Aziz, A.
Awais Rasheed
Huihui Li
author_sort Muhammad Ibrar Khan
title Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
title_short Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
title_full Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
title_fullStr Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
title_full_unstemmed Genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
title_sort genome-wide association for heat tolerance at seedling stage in historical spring wheat cultivars
publisher Frontiers
publishDate 2022
url https://hdl.handle.net/10883/22464
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