Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China

Cowpea mild mottle virus (CpMMV) is an important viral pathogen that seriously influences the yield and seed quality of soybeans worldwide. Resistance breeding is one of the most effective, economical, and environmentally safe strategies for controlling the disease caused by CpMMV. However, only few...

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Main Authors: Yameng Luan, Siqi Yang, Yuting Wang, Yu Zhao, Xiaoyun Wu, Qingshan Chen, Zhaoming Qi, Xiaoxia Wu, Weiqin Ji, Xiaofei Cheng
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/14/3/489
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author Yameng Luan
Siqi Yang
Yuting Wang
Yu Zhao
Xiaoyun Wu
Qingshan Chen
Zhaoming Qi
Xiaoxia Wu
Weiqin Ji
Xiaofei Cheng
author_facet Yameng Luan
Siqi Yang
Yuting Wang
Yu Zhao
Xiaoyun Wu
Qingshan Chen
Zhaoming Qi
Xiaoxia Wu
Weiqin Ji
Xiaofei Cheng
author_sort Yameng Luan
collection DOAJ
description Cowpea mild mottle virus (CpMMV) is an important viral pathogen that seriously influences the yield and seed quality of soybeans worldwide. Resistance breeding is one of the most effective, economical, and environmentally safe strategies for controlling the disease caused by CpMMV. However, only few resistance genes have been identified in soybeans. In this study, the resistance of 169 soybean germplasms from Northeast China to a CpMMV strain isolated from soybean in China was evaluated, and a genome-wide association study (GWAS) was then performed to find possible resistance genes in these soybean germplasms. Nine resistant soybean germplasms were identified and two single nucleotide polymorphism sites (SNPs) were found to be closely associated with CpMMV resistance. A total number of 51 and 25 candidate genes neighboring the resistance-associated SNPs on chromosomes 6 and 12, respectively, were identified, among which one receptor-like kinase (RLK) on chromosome 6 and 2 toll-interleukin-1 receptor nucleotide-binding leucine-rich repeat receptors (TNLs) on chromosome 12 were recognized as the most probable resistance genes, respectively. Together, these data provide new insights on the resistance resources of soybeans to CpMMV, which will benefit the breeding of CpMMV-resistant soybean cultivars.
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spelling doaj.art-0775eb78fa264d67ad679646c48dd3b72024-03-27T13:16:41ZengMDPI AGAgronomy2073-43952024-02-0114348910.3390/agronomy14030489Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast ChinaYameng Luan0Siqi Yang1Yuting Wang2Yu Zhao3Xiaoyun Wu4Qingshan Chen5Zhaoming Qi6Xiaoxia Wu7Weiqin Ji8Xiaofei Cheng9College of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCollege of Agriculture, Northeast Agricultural University, Harbin 150030, ChinaCollege of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCollege of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCollege of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCollege of Agriculture, Northeast Agricultural University, Harbin 150030, ChinaCollege of Agriculture, Northeast Agricultural University, Harbin 150030, ChinaCollege of Life Science, Northeast Agricultural University, Harbin 150030, ChinaCollege of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCollege of Plant Protection, Northeast Agricultural University, Harbin 150030, ChinaCowpea mild mottle virus (CpMMV) is an important viral pathogen that seriously influences the yield and seed quality of soybeans worldwide. Resistance breeding is one of the most effective, economical, and environmentally safe strategies for controlling the disease caused by CpMMV. However, only few resistance genes have been identified in soybeans. In this study, the resistance of 169 soybean germplasms from Northeast China to a CpMMV strain isolated from soybean in China was evaluated, and a genome-wide association study (GWAS) was then performed to find possible resistance genes in these soybean germplasms. Nine resistant soybean germplasms were identified and two single nucleotide polymorphism sites (SNPs) were found to be closely associated with CpMMV resistance. A total number of 51 and 25 candidate genes neighboring the resistance-associated SNPs on chromosomes 6 and 12, respectively, were identified, among which one receptor-like kinase (RLK) on chromosome 6 and 2 toll-interleukin-1 receptor nucleotide-binding leucine-rich repeat receptors (TNLs) on chromosome 12 were recognized as the most probable resistance genes, respectively. Together, these data provide new insights on the resistance resources of soybeans to CpMMV, which will benefit the breeding of CpMMV-resistant soybean cultivars.https://www.mdpi.com/2073-4395/14/3/489soybeanCpMMVGWASSNPresistance genes
spellingShingle Yameng Luan
Siqi Yang
Yuting Wang
Yu Zhao
Xiaoyun Wu
Qingshan Chen
Zhaoming Qi
Xiaoxia Wu
Weiqin Ji
Xiaofei Cheng
Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
Agronomy
soybean
CpMMV
GWAS
SNP
resistance genes
title Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
title_full Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
title_fullStr Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
title_full_unstemmed Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
title_short Genome-Wide Association Analysis of Cowpea Mild Mottle Virus Resistance in Soybean Germplasms from Northeast China
title_sort genome wide association analysis of cowpea mild mottle virus resistance in soybean germplasms from northeast china
topic soybean
CpMMV
GWAS
SNP
resistance genes
url https://www.mdpi.com/2073-4395/14/3/489
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