Effect of genotype × environment interactions on starch physicochemical properties in diverse sorghum germplasm
Muhammad Khubaib Zahid1, Jing Yu1, Yaqi Hu1
1Institute of Nuclear Agricultural Sciences, College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China.
Abstract:
Genotypic diversity and genotype-environment (G × E) interactions affecting starch quality parameters were investigated in 28 sorghum genotypes over two growing seasons. Starch granule diameter ranged from 3.22 to 29.20 μm. Amylose content effectively distinguished waxy genotypes (∼5%) from non-waxy (∼20-33%) genotypes. Starch phosphorous content ranged widely from 109.26 to 618.06 ppm in environment 1 (E1) and 106.94 to 1753.24 ppm in environment 2 (E2). Starches in E1 had higher gelatinization temperatures but lower enthalpy than those in E2. Dynamic rheological analysis indicated that all starches displayed elasticity-dominated, weak-gel behavior, while steady-shear analysis showed consistent shear-thinning behavior with a flow index <1. Principal component analysis of starch quality parameters revealed 60.0% and 61.9% of total variance for E1 and E2, respectively. In addition, correlation analysis further highlighted a significant negative association between amylose content and crystallinity, thermal/retrogradation properties, and shear-thinning behavior across both environments. G × E results also showed significant impact of growing conditions on sorghum starch phosphorus levels, pasting and thermal properties. Together, these findings provide a foundation for developing improved sorghum cultivars tailored to food and industrial applications.
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