Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A

ABSTRACT Drought is likely the main abiotic stress that affects wheat yield. The identification of drought-tolerant genotypes represents an effective way of dealing with the continuous decrease in water resources as well as the increase in world population. The aim of this study was to identify sing...

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Main Authors: Paulina Ballesta, Freddy Mora, Alejandro Del Pozo
Format: Article
Language:English
Published: Universidade de São Paulo
Series:Scientia Agricola
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162020000201101&lng=en&tlng=en
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spelling doaj-aafc52a6f808436e90dc9ffc39ff44432020-11-24T21:50:46ZengUniversidade de São PauloScientia Agricola1678-992X77210.1590/1678-992x-2018-0153S0103-90162020000201101Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4APaulina BallestaFreddy MoraAlejandro Del PozoABSTRACT Drought is likely the main abiotic stress that affects wheat yield. The identification of drought-tolerant genotypes represents an effective way of dealing with the continuous decrease in water resources as well as the increase in world population. The aim of this study was to identify single nucleotide polymorphisms (SNP) associated with drought tolerance indices in wheat by using a genome-wide association study (GWAS) under fully irrigated and rain-fed conditions. The drought tolerance indices (i.e., Stress Susceptibility Index, Stress Tolerance Index, Tolerance Index and Yield Stability Index) were calculated based on grain yield, 1,000-kernel weight and kernels per spike. The association panel was genotyped using genotyping-by-sequencing (GBS). A total of 175 SNPs exhibited statistical evidence of association with at least one drought tolerance index, explaining up to 6 % of the phenotypic variation. Forty-five SNPs were associated with more than one tolerance index (up to 4 agronomic traits). Most associations were located on chromosome 4A, supporting the hypothesis that this chromosome has a key role in drought tolerance which should be exploited for wheat improvement. In addition, statistical analysis detected SNPs associated with tolerance indices in both growing seasons, providing information about genetic regions with stable effects under different environmental conditions. This GWAS experiment serves as one of the few studies on association mapping for drought tolerance indices in wheat, which could increase the efficiency of rain-fed and irrigated crop production.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162020000201101&lng=en&tlng=enSNP markers droughtgenome-wide association studyrain-fed conditions
collection DOAJ
language English
format Article
sources DOAJ
author Paulina Ballesta
Freddy Mora
Alejandro Del Pozo
spellingShingle Paulina Ballesta
Freddy Mora
Alejandro Del Pozo
Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
Scientia Agricola
SNP markers drought
genome-wide association study
rain-fed conditions
author_facet Paulina Ballesta
Freddy Mora
Alejandro Del Pozo
author_sort Paulina Ballesta
title Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
title_short Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
title_full Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
title_fullStr Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
title_full_unstemmed Association mapping of drought tolerance indices in wheat: QTL-rich regions on chromosome 4A
title_sort association mapping of drought tolerance indices in wheat: qtl-rich regions on chromosome 4a
publisher Universidade de São Paulo
series Scientia Agricola
issn 1678-992X
description ABSTRACT Drought is likely the main abiotic stress that affects wheat yield. The identification of drought-tolerant genotypes represents an effective way of dealing with the continuous decrease in water resources as well as the increase in world population. The aim of this study was to identify single nucleotide polymorphisms (SNP) associated with drought tolerance indices in wheat by using a genome-wide association study (GWAS) under fully irrigated and rain-fed conditions. The drought tolerance indices (i.e., Stress Susceptibility Index, Stress Tolerance Index, Tolerance Index and Yield Stability Index) were calculated based on grain yield, 1,000-kernel weight and kernels per spike. The association panel was genotyped using genotyping-by-sequencing (GBS). A total of 175 SNPs exhibited statistical evidence of association with at least one drought tolerance index, explaining up to 6 % of the phenotypic variation. Forty-five SNPs were associated with more than one tolerance index (up to 4 agronomic traits). Most associations were located on chromosome 4A, supporting the hypothesis that this chromosome has a key role in drought tolerance which should be exploited for wheat improvement. In addition, statistical analysis detected SNPs associated with tolerance indices in both growing seasons, providing information about genetic regions with stable effects under different environmental conditions. This GWAS experiment serves as one of the few studies on association mapping for drought tolerance indices in wheat, which could increase the efficiency of rain-fed and irrigated crop production.
topic SNP markers drought
genome-wide association study
rain-fed conditions
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162020000201101&lng=en&tlng=en
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