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Genome-Wide Association Study of Plant Height in Wheat and Validation of the Candidate Loci
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Shengjie Sun1, Xiaoran Guo1, Jun Chen2, Xin Zhang1, Jiale He1, Aoyan Zhang1, Chuanliang Zhang1, Pengbo Song1, Wensha Zhao1, Huiling Zhao1, Jia Lu1, Junjie Wei1, Daojie Sun1
Journal of Triticeae Crops | 2026, 46(8) : 1068 - 1081
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Journal of Triticeae Crops | 2026, 46(8): 1068-1081
Genetics & Breeding
Genome-Wide Association Study of Plant Height in Wheat and Validation of the Candidate Loci
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Shengjie Sun1, Xiaoran Guo1, Jun Chen2, Xin Zhang1, Jiale He1, Aoyan Zhang1, Chuanliang Zhang1, Pengbo Song1, Wensha Zhao1, Huiling Zhao1, Jia Lu1, Junjie Wei1, Daojie Sun1
Affiliations
  • 1.College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
  • 2.Sanyuan County Agricultural Science and Technology Center, Xianyang, Shaanxi 713800, China
Published: 2026-08-15 doi: 10.7606/j.issn.1009-1041.2026.08.08
Outline
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Plant height (PH) is an important agronomic trait affecting lodging resistance and yield in wheat. To dissect the genetic basis of PH and identify stable loci, we analyzed a natural population of 339 wheat accessions from the Huang-Huai wheat region using PH phenotypes collected across nine environments and genotypes obtained with a 21K single nucleotide polymorphism (SNP) array. Genome-wide association study (GWAS) was conducted using a mixed linear model (MLM). Linkage disequilibrium (LD) and haplotype analyses were performed for the key associated interval, and the association was further validated in a natural population of 327 accessions genotyped with a 660K SNP array. Candidate genes within the target interval were annotated and prioritized. In total, 66 stable QTLs significantly associated with PH were identified. A novel major and stable QTL, QPh. nwafu-6D, was detected on chromosome 6D (490.34-492.42 Mb) and was consistently detected in eight environments, explaining 8.23% of the phenotypic variance on average. The interval was divided into two LD blocks. In Block2, three haplotypes were identified, and the favorable haplotype Block2_Hap1 (frequency 84.1%) showed significantly reduced PH compared with other haplotypes and was significantly associated with higher thousand-kernel weight in multiple environments. In the validation population, accessions carrying the Block2_Hap1 genotype at the core SNP marker SNP_Chr6D_492211566 exhibited significantly lower PH than those with the Block2_Hap2 genotype (P< 0.001). Eight candidate genes were further prioritized in this interval, mainly involved in kinase signaling, transcriptional regulation, ubiquitin-mediated protein degradation, and hormone responses.

Wheat  /  Plant height  /  GWAS  /  Marker-assisted breeding
Shengjie Sun, Xiaoran Guo, Jun Chen, Xin Zhang, Jiale He, Aoyan Zhang, Chuanliang Zhang, Pengbo Song, Wensha Zhao, Huiling Zhao, Jia Lu, Junjie Wei, Daojie Sun. Genome-Wide Association Study of Plant Height in Wheat and Validation of the Candidate Loci[J]. Journal of Triticeae Crops, 2026 , 46 (8) : 1068 -1081 . DOI: 10.7606/j.issn.1009-1041.2026.08.08
Year 2026 volume 46 Issue 8
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Article Info
doi: 10.7606/j.issn.1009-1041.2026.08.08
  • Receive Date:2026-03-03
  • Online Date:2026-09-11
  • Published:2026-08-15
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  • Received:2026-03-03
  • Revised:2026-03-23
Funding
Affiliations
    1.College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
    2.Sanyuan County Agricultural Science and Technology Center, Xianyang, Shaanxi 713800, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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