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