Dep. of Agronomy, Kansas State Univ., Manhattan, KS, 66506, USA.
Grain Quality and Structure Research Unit, CGAHR, USDA-ARS, Manhattan, KS, 66502, USA.
Plant Genome. 2022 Sep;15(3):e20227. doi: 10.1002/tpg2.20227. Epub 2022 Jul 26.
Understanding the genetic control and inheritance of grain quality traits is instrumental in facilitating end-use quality improvement. This study was conducted to identify and map quantitative trait loci (QTL) controlling protein, starch, and amylose content in grain sorghum [Sorghum bicolor (L.) Moench] grown under variable environmental conditions. A recombinant inbred line (RIL) population derived from a cross between RTx430 and SC35 was evaluated in six environments across Hays and Manhattan, KS. Significant variation was observed in genotype, environment, and genotype × environment interaction for all three quality traits. Unlike the RILs, the two parental lines did not show significant differences for these traits. However, significant transgressive segregation was observed for all traits resulting in phenotypic performance extending beyond the two parents. A total of seven protein, 10 starch, and 10 amylose content QTL were identified. Chromosomal regions and phenotypic variation (PVE) of QTL were variable across growing conditions. Quantitative trait loci hotspots for all three traits were detected on chromosomes 1 (115.2-119.2 cM) and 2 (118.2-127.4 cM). Candidate gene analysis indicated that these QTL hotspots were conditioned by several transcription factors, such as Cytochrome P450 and basic helix-loop-helix DNA binding protein, which regulate starch and protein accumulation in the grain. The identified genomic regions and underlying candidate genes provide a starting point for further validation and marker-assisted gene pyramiding to improve sorghum grain quality.
了解谷物品质性状的遗传控制和遗传是促进最终用途品质改良的关键。本研究旨在鉴定和绘制控制高粱(Sorghum bicolor(L.)Moench)籽粒中蛋白质、淀粉和直链淀粉含量的数量性状位点(QTL),这些高粱是在不同环境条件下种植的。从 RTx430 和 SC35 杂交产生的重组自交系(RIL)群体在堪萨斯州海斯和曼哈顿的六个环境中进行了评估。所有三个品质性状的基因型、环境和基因型×环境互作都存在显著差异。与 RIL 不同,两个亲本系在这些性状上没有表现出显著差异。然而,所有性状都观察到显著的超亲分离,导致表型表现超出了两个亲本。共鉴定到 7 个蛋白质、10 个淀粉和 10 个直链淀粉含量 QTL。QTL 的染色体区域和表型变异(PVE)在不同的生长条件下是不同的。所有三个性状的 QTL 热点都检测到在染色体 1(115.2-119.2 cM)和 2(118.2-127.4 cM)上。候选基因分析表明,这些 QTL 热点由几个转录因子条件决定,如细胞色素 P450 和碱性螺旋-环-螺旋 DNA 结合蛋白,它们调节谷物中淀粉和蛋白质的积累。鉴定的基因组区域和潜在的候选基因为进一步验证和标记辅助基因聚合提供了起点,以提高高粱的谷物品质。