Identification of a candidate gene associated with isoflavone content in soybean seeds using genome-wide association and linkage mapping
文献类型: 外文期刊
第一作者: Wu, Depeng
作者: Wu, Depeng;Li, Dongmei;Zhao, Xue;Zhan, Yuhang;Teng, Weili;Li, Wenbin;Han, Yingpeng;Qiu, Lijuan;Zheng, Hongkun
作者机构:
关键词: soybean; isoflavone; GWAS; linkage maps; QTL; MPK
期刊名称:PLANT JOURNAL ( 影响因子:6.417; 五年影响因子:7.627 )
ISSN: 0960-7412
年卷期:
页码:
收录情况: SCI
摘要: Isoflavone, a secondary metabolite produced byGlycine max(L.) Merr. (soybean), is valuable for human and plant health. The genetic architecture of soybean isoflavone content remains unclear, however, despite several mapping studies. We generated genomic data for 200 soybean cultivars and 150 recombinant inbred lines (RILs) to localize putative loci associated with soybean seed isoflavone content. Using a genome-wide association study (GWAS), we identified 87 single-nucleotide polymorphisms (SNPs) that were significantly associated with isoflavone concentration. Using linkage mapping, we identified 37 quantitative trait loci (QTLs) underlying the content of four isoflavones found in the RILs. A major locus on chromosome 8 (qISO8-1) was co-located by both the GWAS and linkage mapping. qISO8-1 was fine mapped to a 99.5-kb region, flanked by SSR_08_1651 and SSR_08_1656, in a BC(2)F(5)population.GmMPK1, encoding a mitogen-activated protein kinase, was identified as the causal gene in qISO8-1, and two naturalGmMPK1polymorphisms were significantly associated with isoflavone content. Overexpression ofGmMPK1in soybean hairy roots resulted in increased isoflavone concentrations. OverexpressingGmMPK1in transgenic soybeans had greater resistance toPhytophthoraroot rot, suggesting thatGmMPK1might increase soybean resistance to biotic stress by influencing isoflavone content. Our results not only increase our understanding of the genetic architecture of soybean seed isoflavone content, but also provide a framework for the future marker-assisted breeding of high isoflavone content in soybean cultivars.
分类号:
- 相关文献
作者其他论文 更多>>
-
A comparison of Chinese soybean collection with European soybean collections on genetic diversity by genome-wide scan
作者:Xu, Jiangyuan;Lu, Yuqing;Gu, Yongzhe;Gao, Huawei;Liu, Zhangxiong;Qiu, Lijuan;Yao, Xindong;Yao, Xindong;Leopold, Rittler;Yuan, Ming;Zhang, Yong;Sun, Rujian;Xue, Yongguo;Liu, Yeli;Han, Dezhi;Wang, Jinxing;Qiu, Lijuan
关键词:Chinese soybean; European soybean; Genetic diversity; Selective sweep analysis; Selected region
-
The transcription factor GmFULc regulates soybean plant height by binding the promoter of a gibberellin-responsive gene
作者:Sun, Jingzhe;Zhang, Xiaoming;Feng, Junhang;Ma, Xiaofei;Ji, Yujia;Chen, Shujun;Li, Jihui;Li, Dongmei;Zhao, Lin;Sun, Jingzhe;Wang, Xiujun
关键词:
-
The analysis of the genetic loci affecting phenotypic plasticity of soybean isoflavone content by dQTG.seq model
作者:Yang, Zhenhong;Zhan, Yuhang;Zhu, Yina;Zhu, Hanhan;Li, Haiyan;Teng, Weili;Li, Yongguang;Zhao, Xue;Wang, Yuhe;Han, Yingpeng;Zhou, Changjun;Yuan, Ming;Liu, Miao
关键词:
-
Soybean yield estimation and lodging classification based on UAV multi-source data and self-supervised contrastive learning
作者:Zhou, Longyu;Chen, Haochong;Feng, Puyu;Ma, Yuntao;Zhang, Yong;Wang, Lei;Li, Mingxue;Sun, Xuhong;Sun, Guangyao;Yan, Long;Qiu, Lijuan;Li, Yinghui
关键词:Remote sensing; 3D reconstruction; Point cloud; Multispectral; Structure from motion
-
Bridging the gap between hyperspectral imaging and crop breeding: soybean yield prediction and lodging classification with prototype contrastive learning
作者:Sun, Guangyao;Han, Shiteng;Xu, Yun;Ma, Yuntao;Zhang, Yong;Wang, Lei;Zhou, Longyu;Fei, Shuaipeng;Xiao, Shunfu;Ma, Yuntao;Yan, Long;Che, Yingpu;Li, Yinghui;Qiu, Lijuan
关键词:Unmanned Aerial Vehicle; Deep Learning; Resnet; Soybean Yield and Lodging Prediction
-
Capsid protein of turnip crinkle virus suppresses antiviral RNA decay by degrading Arabidopsis Dcp1 via the ubiquitination pathway (vol 121, e70075, 2025)
作者:Wu, Kunxin;Xie, Qiuxian;Liu, Xueting;Fu, Yan;Li, Shuxia;Yu, Xiaoling;Li, Wenbin;Zhao, Pingjuan;Ren, Yanli;Ruan, Mengbin;Zhang, Xiuchun;Wu, Kunxin;Xie, Qiuxian;Liu, Xueting;Fu, Yan;Li, Shuxia;Yu, Xiaoling;Li, Wenbin;Zhao, Pingjuan;Ren, Yanli;Ruan, Mengbin;Zhang, Xiuchun;Xie, Qiuxian;Liu, Xueting;Fu, Yan;Ren, Yanli;Li, Shuxia;Yu, Xiaoling;Li, Wenbin;Zhao, Pingjuan;Ruan, Mengbin;Zhang, Xiuchun
关键词:
-
Soybean yield estimation and lodging discrimination based on lightweight UAV and point cloud deep learning
作者:Zhou, Longyu;Feng, Puyu;Ma, Yuntao;Han, Dezhi;Yan, Xiaofei;Jia, Hongchang;Sun, Guangyao;Liu, Yaling;Yan, Long;Li, Yinghui;Qiu, Lijuan
关键词:Remote sensing; 3D reconstruction; Point cloud; Multi-task learning; Digital image