1. QTL analysis across multiple environments reveals promising chromosome regions associated with yield-related traits in maize under drought conditions
- Author
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Jun Zheng, Bo Wang, Guoying Wang, Xuhui Li, Riliang Gu, Jianhua Wang, Guo Chen, Jie Wang, Hu Xinmin, Chen Xunji, Hongwei Zhang, Zhenxiang Xu, Guihua Wang, Xuemei Du, and Junjie Fu
- Subjects
0106 biological sciences ,0301 basic medicine ,Quantitative trait locus ,Yield ,Introgression ,Agriculture (General) ,Population ,Drought tolerance ,Single-nucleotide polymorphism ,Plant Science ,Biology ,01 natural sciences ,S1-972 ,03 medical and health sciences ,Inbred strain ,Genetic linkage ,Chromosome regions ,education ,Genetics ,education.field_of_study ,Drought ,Agriculture ,Maize ,030104 developmental biology ,Doubled haploidy ,Agronomy and Crop Science ,010606 plant biology & botany - Abstract
Drought is one of the most critical abiotic stresses influencing maize yield. Improving maize cultivars with drought tolerance using marker-assisted selection requires a better understanding of its genetic basis. In this study, a doubled haploid (DH) population consisting of 217 lines was created by crossing the inbred lines Han 21 (drought-tolerant) and Ye 478 (drought-sensitive). The population was genotyped with a 6 K SNP assay and 756 SNP (single nucleotide polymorphism) markers were used to construct a linkage map with a length of 1344 cM. Grain yield (GY), ear setting percentage (ESP), and anthesis–silking interval (ASI) were recorded in seven environments under well-watered (WW) and water-stressed (WS) regimes. High phenotypic variation was observed for all traits under both water regimes. Using the LSMEAN (least-squares mean) values from all environments for each trait, 18 QTL were detected, with 9 associated with the WW and 9 with the WS regime. Four chromosome regions, Chr. 3: 219.8–223.7 Mb, Chr. 5: 191.5–194.7 Mb, Chr. 7: 132.2–135.6 Mb, and Chr. 10: 88.2–89.4 Mb, harbored at least 2 QTL in each region, and QTL co-located in a region inherited favorable alleles from the same parent. A set of 64 drought-tolerant BC3F6 lines showed preferential accumulation of the favorable alleles in these four regions, supporting an association between the four regions and maize drought tolerance. QTL-by-environment interaction analysis revealed 28 edQTL (environment-dependent QTL) associated with the WS regime and 22 associated with the WW regime for GY, ESP, and ASI. All WS QTL and 55.6% of WW QTL were located in the edQTL regions. The hotspot genomic regions identified in this work will support further fine mapping and marker-assisted breeding of drought-tolerant maize.
- Published
- 2021