Department of Clinical Nutrition and Dietetics, Faculty of Applied Medical Sciences, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan.
Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstraße 3, OT Gatersleben, D-06466 Seeland, Germany.
Nutrients. 2023 Oct 17;15(20):4398. doi: 10.3390/nu15204398.
Protein deficiency is recognized among the major global health issues with an underestimation of its importance. Genetic biofortification is a cost-effective and sustainable strategy to overcome global protein malnutrition. This study was designed to focus on protein-dense grains of wheat ( L.) and identify the genes governing grain protein content (GPC) that improve end-use quality and in turn human health. Genome-wide association was applied using the 90k iSELECT Infinium and 35k Affymetrix arrays with GPC quantified by using a proteomic-based technique in 369 wheat genotypes over three field-year trials. The results showed significant natural variation among bread wheat genotypes that led to detecting 54 significant quantitative trait nucleotides (QTNs) surpassing the false discovery rate (FDR) threshold. These QTNs showed contrasting effects on GPC ranging from -0.50 to +0.54% that can be used for protein content improvement. Further bioinformatics analyses reported that these QTNs are genomically linked with 35 candidate genes showing high expression during grain development. The putative candidate genes have functions in the binding, remobilization, or transport of protein. For instance, the promising QTN AX-94727470 on chromosome 6B increases GPC by +0.47% and is physically located inside the gene annotated as Trehalose 6-phosphate phosphatase (T6P), which can be employed to improve grain protein quality. Our findings are valuable for the enhancement of protein content and end-use quality in one of the major daily food resources that ultimately improve human nutrition.
蛋白质缺乏是全球主要健康问题之一,但人们对其重要性的认识不足。遗传生物强化是克服全球蛋白质营养不良的一种具有成本效益和可持续的策略。本研究旨在专注于蛋白质含量高的小麦(L.)谷物,并确定控制籽粒蛋白质含量(GPC)的基因,这些基因可以改善最终用途的质量,进而改善人类健康。使用 90k iSELECT Infinium 和 35k Affymetrix 阵列进行全基因组关联分析,通过在三个田间试验中的 369 个小麦基因型中使用基于蛋白质组学的技术定量 GPC。结果表明,面包小麦基因型之间存在显著的自然变异,导致检测到 54 个显著的数量性状核苷酸(QTN)超过错误发现率(FDR)阈值。这些 QTN 对 GPC 的影响范围从-0.50%到+0.54%,可用于提高蛋白质含量。进一步的生物信息学分析报告称,这些 QTN 与 35 个候选基因在基因组上连锁,这些候选基因在籽粒发育过程中表达水平较高。候选基因具有结合、再利用或运输蛋白质的功能。例如,位于 6B 染色体上的有希望的 QTN AX-94727470 可使 GPC 增加+0.47%,并且在基因注释为海藻糖 6-磷酸磷酸酶(T6P)内物理定位,该基因可用于提高谷物蛋白质质量。我们的研究结果对于提高主要日常食品资源之一的蛋白质含量和最终用途质量具有重要价值,最终可改善人类营养。