Genome-wide association study reveals new loci for yield-related traits in Sichuan wheat germplasm under stripe rust stress
Xueling Ye,
Jian Li,
Yukun Cheng,
Fangjie Yao,
Li Long,
Yuqi Wang,
Yu Wu,
Jing Li,
Jirui Wang,
Qiantao Jiang,
Houyang Kang,
Wei Li,
Pengfei Qi,
Xiujin Lan,
Jian Ma,
Yaxi Liu,
Yunfeng Jiang,
Yuming Wei,
Xianming Chen,
Chunji Liu,
Youliang Zheng,
Guoyue Chen
Affiliations
Xueling Ye
Triticeae Research Institute, Sichuan Agricultural University
Jian Li
Triticeae Research Institute, Sichuan Agricultural University
Yukun Cheng
Triticeae Research Institute, Sichuan Agricultural University
Fangjie Yao
Triticeae Research Institute, Sichuan Agricultural University
Li Long
Triticeae Research Institute, Sichuan Agricultural University
Yuqi Wang
Triticeae Research Institute, Sichuan Agricultural University
Yu Wu
Triticeae Research Institute, Sichuan Agricultural University
Jing Li
Triticeae Research Institute, Sichuan Agricultural University
Jirui Wang
Triticeae Research Institute, Sichuan Agricultural University
Qiantao Jiang
Triticeae Research Institute, Sichuan Agricultural University
Houyang Kang
Triticeae Research Institute, Sichuan Agricultural University
Wei Li
College of Agronomy, Sichuan Agricultural University
Pengfei Qi
Triticeae Research Institute, Sichuan Agricultural University
Xiujin Lan
Triticeae Research Institute, Sichuan Agricultural University
Jian Ma
Triticeae Research Institute, Sichuan Agricultural University
Yaxi Liu
Triticeae Research Institute, Sichuan Agricultural University
Yunfeng Jiang
Triticeae Research Institute, Sichuan Agricultural University
Yuming Wei
Triticeae Research Institute, Sichuan Agricultural University
Xianming Chen
US Department of Agriculture, Agricultural Research Service, Wheat Health, Genetics and Quality Research Unit; and Department of Plant Pathology, Washington State University
Chunji Liu
CSIRO Agriculture and Food
Youliang Zheng
Triticeae Research Institute, Sichuan Agricultural University
Guoyue Chen
Triticeae Research Institute, Sichuan Agricultural University
Abstract Background As one of the most important food crops in the world, increasing wheat (Triticum aestivum L.) yield is an urgent task for global food security under the continuous threat of stripe rust (caused by Puccinia striiformis f. sp. tritici) in many regions of the world. Molecular marker-assisted breeding is one of the most efficient ways to increase yield. Here, we identified loci associated to multi-environmental yield-related traits under stripe rust stress in 244 wheat accessions from Sichuan Province through genome-wide association study (GWAS) using 44,059 polymorphic markers from the 55 K single nucleotide polymorphism (SNP) chip. Results A total of 13 stable quantitative trait loci (QTLs) were found to be highly associating to yield-related traits, including 6 for spike length (SL), 3 for thousand-kernel weight (TKW), 2 for kernel weight per spike (KWPS), and 2 for both TKW and KWPS, in at least two test environments under stripe rust stress conditions. Of them, ten QTLs were overlapped or very close to the reported QTLs, three QTLs, QSL.sicau-1AL, QTKW.sicau-4AL, and QKWPS.sicau-4AL.1, were potentially novel through the physical location comparison with previous QTLs. Further, 21 candidate genes within three potentially novel QTLs were identified, they were mainly involved in the regulation of phytohormone, cell division and proliferation, meristem development, plant or organ development, and carbohydrate transport. Conclusions QTLs and candidate genes detected in our study for yield-related traits under stripe rust stress will facilitate elucidating genetic basis of yield-related trait and could be used in marker-assisted selection in wheat yield breeding.