Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel

Heat stress reduces grain yield and quality worldwide. Enhancing heat tolerance of crops at all developmental stages is one of the essential strategies required for sustaining agricultural production especially as frequency of temperature extremes escalates in response to climate change. Although he...

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Main Authors: Junping Chen, Ratan Chopra, Chad Hayes, Geoffrey Morris, Sandeep Marla, John Burke, Zhanguo Xin, Gloria Burow
Format: Article
Language:English
Published: Wiley 2017-07-01
Series:The Plant Genome
Online Access:https://dl.sciencesocieties.org/publications/tpg/articles/10/2/plantgenome2016.09.0091
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spelling doaj-7fd9f4fee828415c8e70b18aca476f352020-11-25T01:19:22ZengWileyThe Plant Genome1940-33722017-07-0110210.3835/plantgenome2016.09.0091Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association PanelJunping ChenRatan ChopraChad HayesGeoffrey MorrisSandeep MarlaJohn BurkeZhanguo XinGloria BurowHeat stress reduces grain yield and quality worldwide. Enhancing heat tolerance of crops at all developmental stages is one of the essential strategies required for sustaining agricultural production especially as frequency of temperature extremes escalates in response to climate change. Although heat tolerance mechanisms have been studied extensively in model plant species, little is known about the genetic control underlying heat stress responses of crop plants at the vegetative stage under field conditions. To dissect the genetic basis of heat tolerance in sorghum [ (L.) Moench], we performed a genome-wide association study (GWAS) for traits responsive to heat stress at the vegetative stage in an association panel. Natural variation in leaf firing (LF) and leaf blotching (LB) were evaluated separately for 3 yr in experimental fields at three locations where sporadic heat waves occurred throughout the sorghum growing season. We identified nine single-nucleotide polymorphisms (SNPs) that were significantly associated with LF and five SNPs that were associated with LB. Candidate genes near the SNPs were investigated and 14 were directly linked to biological pathways involved in plant stress responses including heat stress response. The findings of this study provide new knowledge on the genetic control of leaf traits responsive to heat stress in sorghum, which could aid in elucidating the genetic and molecular mechanisms of vegetative stage heat tolerance in crops. The results also provide candidate markers for molecular breeding of enhanced heat tolerance in cereal and bioenergy crops.https://dl.sciencesocieties.org/publications/tpg/articles/10/2/plantgenome2016.09.0091
collection DOAJ
language English
format Article
sources DOAJ
author Junping Chen
Ratan Chopra
Chad Hayes
Geoffrey Morris
Sandeep Marla
John Burke
Zhanguo Xin
Gloria Burow
spellingShingle Junping Chen
Ratan Chopra
Chad Hayes
Geoffrey Morris
Sandeep Marla
John Burke
Zhanguo Xin
Gloria Burow
Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
The Plant Genome
author_facet Junping Chen
Ratan Chopra
Chad Hayes
Geoffrey Morris
Sandeep Marla
John Burke
Zhanguo Xin
Gloria Burow
author_sort Junping Chen
title Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
title_short Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
title_full Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
title_fullStr Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
title_full_unstemmed Genome-Wide Association Study of Developing Leaves’ Heat Tolerance during Vegetative Growth Stages in a Sorghum Association Panel
title_sort genome-wide association study of developing leaves’ heat tolerance during vegetative growth stages in a sorghum association panel
publisher Wiley
series The Plant Genome
issn 1940-3372
publishDate 2017-07-01
description Heat stress reduces grain yield and quality worldwide. Enhancing heat tolerance of crops at all developmental stages is one of the essential strategies required for sustaining agricultural production especially as frequency of temperature extremes escalates in response to climate change. Although heat tolerance mechanisms have been studied extensively in model plant species, little is known about the genetic control underlying heat stress responses of crop plants at the vegetative stage under field conditions. To dissect the genetic basis of heat tolerance in sorghum [ (L.) Moench], we performed a genome-wide association study (GWAS) for traits responsive to heat stress at the vegetative stage in an association panel. Natural variation in leaf firing (LF) and leaf blotching (LB) were evaluated separately for 3 yr in experimental fields at three locations where sporadic heat waves occurred throughout the sorghum growing season. We identified nine single-nucleotide polymorphisms (SNPs) that were significantly associated with LF and five SNPs that were associated with LB. Candidate genes near the SNPs were investigated and 14 were directly linked to biological pathways involved in plant stress responses including heat stress response. The findings of this study provide new knowledge on the genetic control of leaf traits responsive to heat stress in sorghum, which could aid in elucidating the genetic and molecular mechanisms of vegetative stage heat tolerance in crops. The results also provide candidate markers for molecular breeding of enhanced heat tolerance in cereal and bioenergy crops.
url https://dl.sciencesocieties.org/publications/tpg/articles/10/2/plantgenome2016.09.0091
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