Genome-Wide Association Study (GWAS) Identifies Key Candidate Genes Associated with Leaf Size in Alfalfa (Medicago sativa L.)
文献类型: 外文期刊
第一作者: Xu, Ming
作者: Xu, Ming;Jiang, Xueqian;He, Fei;Sod, Bilig;Zhang, Fan;Long, Ruicai;Li, Mingna;Wang, Xue;Yang, Qingchuan;Kang, Junmei;Xu, Ming;Cong, Lili;Yang, Tianhui;Yang, Tianhui;Zhang, Tiejun
作者机构:
关键词: alfalfa; GWAS; leaf size
期刊名称:AGRICULTURE-BASEL ( 影响因子:3.6; 五年影响因子:3.6 )
ISSN:
年卷期: 2023 年 13 卷 12 期
页码:
收录情况: SCI
摘要: Leaf size significantly impacts photosynthetic capacity and forage yield in alfalfa, a major legume forage crop. Therefore, elucidating the genetic factors governing leaf development is critical for breeding improved alfalfa varieties. In this study, a genome-wide association analysis (GWAS) was performed to dissect the genetic architecture of leaf length (LL) and leaf width (LW) using 220 alfalfa accessions phenotyped over three years. Substantial variation for both traits was observed across environments, with coefficients of variation ranging from 10.09-16.53%. GWAS identified 26 significant SNPs associated with leaf morphology spread across seven chromosomes. Each SNP accounts for 9.7-15.6% of the phenotypic variance. Haplotype analyses confirmed positive correlations between the number of superior alleles and both LL and LW. BLAST searches revealed six candidate genes involved in leaf development within 20 kb flanking regions of significant SNPs. Our results provide novel marker-trait associations and candidate loci to facilitate molecular breeding efforts to optimize leaf size and improve productivity in alfalfa. This study establishes a foundation for integrating favorable alleles into future alfalfa varieties.
分类号:
- 相关文献
作者其他论文 更多>>
-
The potential mechanism of concentrated mannan-oligosaccharide promoting goldfish's (Carassius auratus Linnaeus) resistance to Ichthyophthirius multifiliis invasion
作者:Liu, Senyue;Xu, Ming;Chen, Baipeng;Li, Fulong;Chen, Defang;Huang, Xiaoli;Deng, Yongqiang;Zhang, Yufan;Lin, Gang;Geng, Yi;Ou, Yangping
关键词:Mannan-oligosaccharide; Ichthyophthirius multifiliis; Mannose receptor; Phagocytosis; Macrophages; Immune
-
A Multi-Omics Analysis Revealed the Diversity of the MYB Transcription Factor Family's Evolution and Drought Resistance Pathways
作者:Zhang, Fan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Xie, Rui;Han, Pingan;Zhao, Xiaoqing;Lu, Zhanyuan;Zhang, Fan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Xie, Rui;Han, Pingan;Zhao, Xiaoqing;Lu, Zhanyuan;Zhang, Fan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Xie, Rui;Han, Pingan;Zhao, Xiaoqing;Lu, Zhanyuan;Zhang, Fan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Xie, Rui;Han, Pingan;Zhao, Xiaoqing;Lu, Zhanyuan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Zhao, Xiaoqing;Lu, Zhanyuan;Ma, Jie;Liu, Ying;Fang, Jing;Wei, Shuli;Zhao, Xiaoqing;Lu, Zhanyuan;Bo, Suling
关键词:MYB transcription factor; drought; transcriptome; evolution; bioinformatics
-
Parasite-insecticide interactions: The impact of Nosema ceranae and fenpyroximate on honeybees (Apis mellifera)
作者:Zheng, Xing;Wang, Xue;Peng, Wenjun;Zhao, Yazhou;Yang, Jialin
关键词:Honeybee; Nosema ceranae; Fenpyroximate; Oxidative stress; Gene expression levels
-
A genome-wide study of the lipoxygenase gene families in Medicago truncatula and Medicago sativa reveals that MtLOX24 participates in the methyl jasmonate response
作者:Xu, Lei;Zhu, Xiaoxi;Liu, Yajiao;Sod, Bilig;Li, Mingna;Chen, Lin;Kang, Junmei;Yang, Qingchuan;Long, Ruicai;Xu, Lei;Yang, Qingchuan;Yi, Fengyan
关键词:Medicago; Lipoxygenase; Methyl jasmonate; Arabidopsis thaliana; Overexpression
-
The GARP family transcription factor MtHHO3 negatively regulates salt tolerance in Medicago truncatula
作者:Wang, Xue;Wei, Chunxue;Huang, Hongmei;Kang, Junmei;Chen, Lin;Li, Mingna;Yang, Qingchuan
关键词:Salt stress; ABA signaling; MtHHO3; GARP; Transcription factor
-
Genetic parameter estimation and molecular foundation of chicken beak shape
作者:Chen, Anqi;Zhao, Xiurong;Wang, Gang;Zhang, Xinye;Ren, Xufang;Zhang, Yalan;Cheng, Xue;Yu, Xiaofan;Mei, Xiaohan;Guo, Menghan;Jiang, Xiaoyu;Ning, Zhonghua;Qu, Lujiang;Wang, Huie;Qu, Lujiang;Jiang, Runshen;Guo, Xing;Zhao, Xiaoyu;Wang, Xue;Wei, Guozhen;Wen, Junhui
关键词:chicken; beak shape; heritability; genome-wide association study
-
Improving the Yield and Quality of Tomato by Using Organic Fertilizer and Silicon Compared to Reducing Chemical Nitrogen Fertilization
作者:Zhang, Fan;Liang, Yi;Dai, Zemin;Zhao, Yanli;Shi, Yu;Hou, Leiping;Zhang, Yi;Liu, Yan;Gao, Jing;Ahammed, Golam Jalal
关键词:organic fertilizer; mineral N fertilizer; fruit quality; silicon fertilizer; tomato