Indian Agricultural Research Institute, New Delhi, India.
International Maize and Wheat Improvement Center, Texcoco, Mexico.
Sci Rep. 2022 Apr 29;12(1):7037. doi: 10.1038/s41598-022-10618-w.
Malnutrition due to micronutrients and protein deficiency is recognized among the major global health issues. Genetic biofortification of wheat is a cost-effective and sustainable strategy to mitigate the global micronutrient and protein malnutrition. Genomic regions governing grain zinc concentration (GZnC), grain iron concentration (GFeC), grain protein content (GPC), test weight (TW), and thousand kernel weight (TKW) were investigated in a set of 184 diverse bread wheat genotypes through genome-wide association study (GWAS). The GWAS panel was genotyped using Breeders' 35 K Axiom Array and phenotyped in three different environments during 2019-2020. A total of 55 marker-trait associations (MTAs) were identified representing all three sub-genomes of wheat. The highest number of MTAs were identified for GPC (23), followed by TKW (15), TW (11), GFeC (4), and GZnC (2). Further, a stable SNP was identified for TKW, and also pleiotropic regions were identified for GPC and TKW. In silico analysis revealed important putative candidate genes underlying the identified genomic regions such as F-box-like domain superfamily, Zinc finger CCCH-type proteins, Serine-threonine/tyrosine-protein kinase, Histone deacetylase domain superfamily, and SANT/Myb domain superfamily proteins, etc. The identified novel MTAs will be validated to estimate their effects in different genetic backgrounds for subsequent use in marker-assisted selection.
由于微量营养素和蛋白质缺乏导致的营养不良是全球主要的健康问题之一。对小麦进行遗传生物强化是一种具有成本效益和可持续性的策略,可以缓解全球微量营养素和蛋白质营养不良问题。通过全基因组关联研究(GWAS),对一组 184 种不同的面包小麦基因型中的控制籽粒锌浓度(GZnC)、籽粒铁浓度(GFeC)、籽粒蛋白质含量(GPC)、千粒重(TW)和千粒重(TKW)的基因组区域进行了研究。GWAS 面板使用 Breeders' 35K Axiom 阵列进行了基因分型,并在 2019-2020 年的三个不同环境中进行了表型分析。共鉴定出 55 个标记-性状关联(MTA),代表小麦的所有三个亚基因组。鉴定出的 MTA 数量最多的是 GPC(23),其次是 TKW(15)、TW(11)、GFeC(4)和 GZnC(2)。此外,还鉴定出了一个稳定的 SNP 用于 TKW,并且还鉴定出了 GPC 和 TKW 的多效性区域。计算机分析揭示了鉴定出的基因组区域下的重要潜在候选基因,如 F-box 样结构域超家族、锌指 CCCH 型蛋白、丝氨酸-苏氨酸/酪氨酸蛋白激酶、组蛋白去乙酰化酶结构域超家族和 SANT/Myb 结构域超家族蛋白等。将对鉴定出的新型 MTA 进行验证,以估计它们在不同遗传背景下的效果,以便随后在标记辅助选择中使用。