International Rice Research Institute, Los Banos, Laguna 4030, Philippines.
International Rice Research Institute South Asia Regional Centre, Collectry farm, Varanasi, Uttar Pradesh 221006, India.
Proc Natl Acad Sci U S A. 2024 Sep 3;121(36):e2410598121. doi: 10.1073/pnas.2410598121. Epub 2024 Aug 27.
To counter the rising incidence of diabetes and to meet the daily protein needs, we created low glycemic index (GI) rice varieties with protein content (PC) surpassing 14%. In the development of recombinant inbred lines using Samba Mahsuri and IR36 amylose extender (IR36ae) as parental lines, we identified quantitative trait loci and genes associated with low GI, high amylose content (AC), and high PC. By integrating genetic techniques with classification models, this comprehensive approach identified candidate genes on chromosome 2 ( spanning the region from 18.62 Mb to 19.95 Mb), exerting influence on low GI and high amylose. Notably, the phenotypic variant with high value was associated with the recessive allele of the (). The genome-edited line confirmed low GI phenotype in milled rice grains. Further, combinations of alleles created by the highly significant SNPs from the targeted associations and epistatically interacting genes showed ultralow GI phenotypes with high amylose and high protein. Metabolomics analysis of rice with varying AC, PC, and GI revealed that the superior lines of high AC and PC, and low GI were preferentially enriched in glycolytic and amino acid metabolisms, whereas the inferior lines of low AC and PC and high GI were enriched with fatty acid metabolism. The high amylose high protein recombinant inbred line (HAHP_101) was enriched in essential amino acids like lysine. Such lines may be highly relevant for food product development to address diabetes and malnutrition.
为了应对糖尿病发病率的上升,满足日常蛋白质需求,我们培育出了血糖生成指数(GI)低、蛋白质含量(PC)超过 14%的水稻品种。在使用 Samba Mahsuri 和淀粉支链延伸突变体(IR36ae)作为亲本系的重组自交系开发过程中,我们鉴定到了与低 GI、高直链淀粉含量(AC)和高 PC 相关的数量性状位点和基因。通过将遗传技术与分类模型相结合,这种综合方法鉴定到了第 2 号染色体上的候选基因(跨度为 18.62Mb 至 19.95Mb),它们对低 GI 和高直链淀粉含量有影响。值得注意的是,表型变异高的与()的隐性等位基因有关。经过基因组编辑的水稻株系在碾磨后的米粒中表现出低 GI 表型。此外,通过目标关联和上位性互作基因中的高度显著 SNP 产生的等位基因组合,表现出超低 GI 表型、高直链淀粉和高蛋白。对 AC、PC 和 GI 不同的水稻进行代谢组学分析表明,高 AC 和 PC、低 GI 的优良株系优先富集于糖酵解和氨基酸代谢途径,而低 AC 和 PC、高 GI 的较差株系则富集于脂肪酸代谢途径。高直链淀粉高蛋白重组自交系(HAHP_101)富含赖氨酸等必需氨基酸。这些品系可能与开发食品产品高度相关,以解决糖尿病和营养不良问题。