International Maize and Wheat Improvement Center (CIMMYT), Mexico, D.F., Apdo Postal 6-641, Mexico.
Cornell University, Ithaca, NY, 14850, USA.
Sci Rep. 2018 Sep 10;8(1):13526. doi: 10.1038/s41598-018-31951-z.
Wheat is an important staple that acts as a primary source of dietary energy, protein, and essential micronutrients such as iron (Fe) and zinc (Zn) for the world's population. Approximately two billion people suffer from micronutrient deficiency, thus breeders have crossed high Zn progenitors such as synthetic hexaploid wheat, T. dicoccum, T. spelta, and landraces to generate wheat varieties with competitive yield and enhanced grain Zn that are being adopted by farmers in South Asia. Here we report a genome-wide association study (GWAS) using the wheat Illumina iSelect 90 K Infinitum SNP array to characterize grain Zn concentrations in 330 bread wheat lines. Grain Zn phenotype of this HarvestPlus Association Mapping (HPAM) panel was evaluated across a range of environments in India and Mexico. GWAS analysis revealed 39 marker-trait associations for grain Zn. Two larger effect QTL regions were found on chromosomes 2 and 7. Candidate genes (among them zinc finger motif of transcription-factors and metal-ion binding genes) were associated with the QTL. The linked markers and associated candidate genes identified in this study are being validated in new biparental mapping populations for marker-assisted breeding.
小麦是一种重要的主食,是全球人口膳食能量、蛋白质和铁(Fe)、锌(Zn)等必需微量营养素的主要来源。大约有 20 亿人受到微量营养素缺乏的影响,因此,培育者已经将高锌前体如合成六倍体小麦、T. dicoccum、T. spelta 和地方品种进行杂交,以培育出具有竞争力产量和提高谷物锌含量的小麦品种,这些品种正在南亚的农民中得到采用。在这里,我们利用小麦 Illumina iSelect 90 K Infinitum SNP 芯片进行了一项全基因组关联研究(GWAS),以描述 330 个面包小麦品系的籽粒 Zn 浓度。该 HarvestPlus 关联作图(HPAM)面板的籽粒 Zn 表型在印度和墨西哥的一系列环境中进行了评估。GWAS 分析揭示了 39 个与籽粒 Zn 相关的标记-性状关联。在染色体 2 和 7 上发现了两个较大效应的 QTL 区域。与 QTL 相关的候选基因(其中包括转录因子的锌指结构域和金属离子结合基因)。本研究中鉴定的连锁标记和相关候选基因正在新的双亲作图群体中进行验证,以进行标记辅助育种。