Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize
Stalk rot causes significant yield loss in maize worldwide. The breeding of resistant variety is a potential way to effectively control the disease. This study aims to dissect resistance genes for maize stalk rot caused by Fusarium graminearum using an integrated gene mapping method. A diversity pan...
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doaj-3966673197724b4db6597d65bf4330012021-02-03T06:01:42ZengFrontiers Media S.A.Frontiers in Agronomy2673-32182021-02-01210.3389/fagro.2020.590374590374Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in MaizeShuangshuang Liu0Shuangshuang Liu1Jingxiao Fu2Jingxiao Fu3Zhigang Shang4Zhigang Shang5Xiyun Song6Xiyun Song7Meiai Zhao8Meiai Zhao9Key Lab of Plant Biotechnology in Universities of Shandong Province, College of Life Sciences, Qingdao Agricultural University, Qingdao, ChinaKey Laboratory of Qingdao Major Crop Germplasm Resource Innovation and Application, Qingdao, ChinaKey Laboratory of Qingdao Major Crop Germplasm Resource Innovation and Application, Qingdao, ChinaCollege of Agronomy, Qingdao Agricultural University, Qingdao, ChinaKey Laboratory of Qingdao Major Crop Germplasm Resource Innovation and Application, Qingdao, ChinaCollege of Agronomy, Qingdao Agricultural University, Qingdao, ChinaKey Laboratory of Qingdao Major Crop Germplasm Resource Innovation and Application, Qingdao, ChinaCollege of Agronomy, Qingdao Agricultural University, Qingdao, ChinaKey Lab of Plant Biotechnology in Universities of Shandong Province, College of Life Sciences, Qingdao Agricultural University, Qingdao, ChinaKey Laboratory of Qingdao Major Crop Germplasm Resource Innovation and Application, Qingdao, ChinaStalk rot causes significant yield loss in maize worldwide. The breeding of resistant variety is a potential way to effectively control the disease. This study aims to dissect resistance genes for maize stalk rot caused by Fusarium graminearum using an integrated gene mapping method. A diversity panel of 165 inbred lines and an F2 population from the hybridization of CDMA66 and Huangzao 4 were used as materials. The 165 inbred lines were clustered into four subgroups, of which tropical materials are in the majority. Through combining disease severity index (DSI) and single nucleotide polymorphisms (SNPs) of Maize 50K chip and 20K, genome-wide association analysis (GWAS) revealed 34 SNPs that were significantly associated with stalk rot in maize (P < 0.001). These SNPs were distributed on chromosomes 1, 3, 4, 6, 8, and 10, of which the loci on chromosomes 4 and 8 were confirmed by the mapped QTLs for stalk rot. Finally, candidate genes were identified including GRMZM2G082709 which encoded NAC domain-containing protein and thioredoxin reductase (GRMZM5G841142). However, LRR receptor-like serine/threonine-protein kinase (GRMZM2G080041) was down-regulated after inoculation. These SNPs and candidate genes identified would provide essential information for resistant gene cloning and molecular breeding of anti-stalk rot variety in maize.https://www.frontiersin.org/articles/10.3389/fagro.2020.590374/fullmaize stalk rotgenetic diversityGWASQTLcandidate gene |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shuangshuang Liu Shuangshuang Liu Jingxiao Fu Jingxiao Fu Zhigang Shang Zhigang Shang Xiyun Song Xiyun Song Meiai Zhao Meiai Zhao |
spellingShingle |
Shuangshuang Liu Shuangshuang Liu Jingxiao Fu Jingxiao Fu Zhigang Shang Zhigang Shang Xiyun Song Xiyun Song Meiai Zhao Meiai Zhao Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize Frontiers in Agronomy maize stalk rot genetic diversity GWAS QTL candidate gene |
author_facet |
Shuangshuang Liu Shuangshuang Liu Jingxiao Fu Jingxiao Fu Zhigang Shang Zhigang Shang Xiyun Song Xiyun Song Meiai Zhao Meiai Zhao |
author_sort |
Shuangshuang Liu |
title |
Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize |
title_short |
Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize |
title_full |
Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize |
title_fullStr |
Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize |
title_full_unstemmed |
Combination of Genome-Wide Association Study and QTL Mapping Reveals the Genetic Architecture of Fusarium Stalk Rot in Maize |
title_sort |
combination of genome-wide association study and qtl mapping reveals the genetic architecture of fusarium stalk rot in maize |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Agronomy |
issn |
2673-3218 |
publishDate |
2021-02-01 |
description |
Stalk rot causes significant yield loss in maize worldwide. The breeding of resistant variety is a potential way to effectively control the disease. This study aims to dissect resistance genes for maize stalk rot caused by Fusarium graminearum using an integrated gene mapping method. A diversity panel of 165 inbred lines and an F2 population from the hybridization of CDMA66 and Huangzao 4 were used as materials. The 165 inbred lines were clustered into four subgroups, of which tropical materials are in the majority. Through combining disease severity index (DSI) and single nucleotide polymorphisms (SNPs) of Maize 50K chip and 20K, genome-wide association analysis (GWAS) revealed 34 SNPs that were significantly associated with stalk rot in maize (P < 0.001). These SNPs were distributed on chromosomes 1, 3, 4, 6, 8, and 10, of which the loci on chromosomes 4 and 8 were confirmed by the mapped QTLs for stalk rot. Finally, candidate genes were identified including GRMZM2G082709 which encoded NAC domain-containing protein and thioredoxin reductase (GRMZM5G841142). However, LRR receptor-like serine/threonine-protein kinase (GRMZM2G080041) was down-regulated after inoculation. These SNPs and candidate genes identified would provide essential information for resistant gene cloning and molecular breeding of anti-stalk rot variety in maize. |
topic |
maize stalk rot genetic diversity GWAS QTL candidate gene |
url |
https://www.frontiersin.org/articles/10.3389/fagro.2020.590374/full |
work_keys_str_mv |
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