Genome-wide association mapping of stress-tolerance traits in cotton

Environmental stresses severely impair cotton production worldwide. To identify the genetic basis of, and molecular markers associated with, environmental stresses such as salt, cold and Verticillium wilt, association mapping of salt-, cold-, and disease-tolerance traits was performed in a populatio...

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Main Authors: Heng Sun, Minghui Meng, Zhenhua Yan, Zhongxu Lin, Xinhui Nie, Xiyan Yang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2019-02-01
Series:Crop Journal
Online Access:http://www.sciencedirect.com/science/article/pii/S2214514118301326
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spelling doaj-0d9bbbcadc66425fa61724eff91d903b2021-02-02T05:54:13ZengKeAi Communications Co., Ltd.Crop Journal2214-51412019-02-01717788Genome-wide association mapping of stress-tolerance traits in cottonHeng Sun0Minghui Meng1Zhenhua Yan2Zhongxu Lin3Xinhui Nie4Xiyan Yang5National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, Hubei, ChinaNational Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, Hubei, ChinaNational Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, Hubei, ChinaNational Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, Hubei, ChinaKey Laboratory of Oasis Ecology Agricultural of Xinjiang Bingtuan, Agricultural College, Shihezi University, Shihezi 832003, Xinjiang, China; Corresponding authors.National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, Hubei, China; Corresponding authors.Environmental stresses severely impair cotton production worldwide. To identify the genetic basis of, and molecular markers associated with, environmental stresses such as salt, cold and Verticillium wilt, association mapping of salt-, cold-, and disease-tolerance traits was performed in a population of 503 upland cotton accessions using 179 polymorphic SSR markers and 11,975 array-derived SNP markers. Salt and cold tolerance was evaluated via the relative germination rate (RGR) of the seeds under seven and four environments, respectively. The disease index of Verticillium wilt was investigated for two years in the field in Xinjiang. These three traits showed large variation across environments. A genome-wide association study revealed that 31, 19, and 15 SSR markers were associated with RGR-Salt (the relative germination rates of seeds under salt stress), RGR-Cold (the relative germination rates of seeds under cold stress), and DIV (the disease index of Verticillium wilt), respectively. Six SNPs in seven environments and two SNPs in BLUP (best linear unbiased prediction) results were associated with RGR-Salt, and the phenotypic variance explained ranged from 3.96 to 5.00%. Two SNPs (i02237Gh, i02243Gh) on D01 were concluded to be stable genetic loci associated with RGR-Salt. A total of 223 genes were found in a candidate gene interval (D01, 37771–1942912). Of these four genes, GhPIP3A, GhSAG29, GhTZF4, and GhTZF4a, showed expression changes in sensitive and tolerant genotype accessions under salt stress, and were assigned as candidate genes associated with RGR-Salt. This study revealed the genetic basis of stress resistance in upland cotton and will facilitate stress-resistance breeding in cotton. Keywords: Upland cotton, Stress, Relative germination rate, SSR, SNP, Candidate genehttp://www.sciencedirect.com/science/article/pii/S2214514118301326
collection DOAJ
language English
format Article
sources DOAJ
author Heng Sun
Minghui Meng
Zhenhua Yan
Zhongxu Lin
Xinhui Nie
Xiyan Yang
spellingShingle Heng Sun
Minghui Meng
Zhenhua Yan
Zhongxu Lin
Xinhui Nie
Xiyan Yang
Genome-wide association mapping of stress-tolerance traits in cotton
Crop Journal
author_facet Heng Sun
Minghui Meng
Zhenhua Yan
Zhongxu Lin
Xinhui Nie
Xiyan Yang
author_sort Heng Sun
title Genome-wide association mapping of stress-tolerance traits in cotton
title_short Genome-wide association mapping of stress-tolerance traits in cotton
title_full Genome-wide association mapping of stress-tolerance traits in cotton
title_fullStr Genome-wide association mapping of stress-tolerance traits in cotton
title_full_unstemmed Genome-wide association mapping of stress-tolerance traits in cotton
title_sort genome-wide association mapping of stress-tolerance traits in cotton
publisher KeAi Communications Co., Ltd.
series Crop Journal
issn 2214-5141
publishDate 2019-02-01
description Environmental stresses severely impair cotton production worldwide. To identify the genetic basis of, and molecular markers associated with, environmental stresses such as salt, cold and Verticillium wilt, association mapping of salt-, cold-, and disease-tolerance traits was performed in a population of 503 upland cotton accessions using 179 polymorphic SSR markers and 11,975 array-derived SNP markers. Salt and cold tolerance was evaluated via the relative germination rate (RGR) of the seeds under seven and four environments, respectively. The disease index of Verticillium wilt was investigated for two years in the field in Xinjiang. These three traits showed large variation across environments. A genome-wide association study revealed that 31, 19, and 15 SSR markers were associated with RGR-Salt (the relative germination rates of seeds under salt stress), RGR-Cold (the relative germination rates of seeds under cold stress), and DIV (the disease index of Verticillium wilt), respectively. Six SNPs in seven environments and two SNPs in BLUP (best linear unbiased prediction) results were associated with RGR-Salt, and the phenotypic variance explained ranged from 3.96 to 5.00%. Two SNPs (i02237Gh, i02243Gh) on D01 were concluded to be stable genetic loci associated with RGR-Salt. A total of 223 genes were found in a candidate gene interval (D01, 37771–1942912). Of these four genes, GhPIP3A, GhSAG29, GhTZF4, and GhTZF4a, showed expression changes in sensitive and tolerant genotype accessions under salt stress, and were assigned as candidate genes associated with RGR-Salt. This study revealed the genetic basis of stress resistance in upland cotton and will facilitate stress-resistance breeding in cotton. Keywords: Upland cotton, Stress, Relative germination rate, SSR, SNP, Candidate gene
url http://www.sciencedirect.com/science/article/pii/S2214514118301326
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