Genebank Department, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Stadt Seeland, Germany.
Department of Genetics, Faculty of Agriculture, Assiut University, Assiut, 71526, Egypt.
Plant Genome. 2024 Jun;17(2):e20444. doi: 10.1002/tpg2.20444. Epub 2024 Mar 13.
Unlike other growth stages of wheat, very few studies on drought tolerance have been done at the seedling stage, and this is due to the complexity and sensitivity of this stage to drought stress resulting from climate change. As a result, the drought tolerance of wheat seedlings is poorly understood and very few genes associated with drought tolerance at this stage were identified. To address this challenge, a set of 172 spring wheat genotypes representing 20 different countries was evaluated under drought stress at the seedling stage. Drought stress was applied on all tested genotypes by water withholding for 13 days. Two types of traits, namely morphological and physiological traits were scored on the leaves of all tested genotypes. Genome-wide association study (GWAS) is one of the effective genetic analysis methods that was used to identify target single nucleotide polymorphism (SNP) markers and candidate genes for later use in marker-assisted selection. The tested plant materials were genotyped using 25k Infinium iSelect array (25K) (herein after it will be identified as 25K) (for 172 genotypes) and genotyping-by-sequencing (GBS) (for 103 genotypes), respectively. The results of genotyping revealed 21,093 25K and 11,362 GBS-SNPs, which were used to perform GWAS analysis for all scored traits. The results of GWAS revealed that 131 and 55 significant SNPs were controlling morphological and physiological traits, respectively. Moreover, a total of eight and seven SNP markers were found to be associated with more than one morphological and physiological trait under drought stress, respectively. Remarkably, 10 significant SNPs found in this study were previously reported for their association with drought tolerance in wheat. Out of the 10 validated SNP markers, four SNPs were associated with drought at the seedling stage, while the remaining six SNPs were associated with drought stress at the reproductive stage. Moreover, the results of gene enrichment revealed 18 and six pathways as highly significant biological and molecular pathways, respectively. The selection based on drought-tolerant alleles revealed 15 genotypes with the highest number of different drought-tolerant alleles. These genotypes can be used as candidate parents in future breeding programs to produce highly drought-tolerant genotypes with high genetic diversity. Our findings in this study provide novel markers and useful information on the genetic basis of drought tolerance at early growth stages.
与小麦的其他生长阶段不同,对幼苗阶段的耐旱性研究很少,这是由于气候变化导致的这个阶段对干旱胁迫的复杂性和敏感性。因此,人们对小麦幼苗的耐旱性了解甚少,并且仅鉴定出少数与该阶段耐旱性相关的基因。为了解决这一挑战,对代表 20 个不同国家的 172 个春小麦基因型在幼苗阶段进行了干旱胁迫评估。通过停水 13 天对所有测试的基因型施加干旱胁迫。在所有测试的基因型的叶片上评分两种类型的性状,即形态和生理性状。全基因组关联研究(GWAS)是一种有效的遗传分析方法,用于鉴定目标单核苷酸多态性(SNP)标记和候选基因,以便以后用于标记辅助选择。使用 25k Infinium iSelect 阵列(25K)(以下简称 25K)(用于 172 个基因型)和测序(GBS)(用于 103 个基因型)分别对测试的植物材料进行基因型分型。基因分型的结果显示 21,093 个 25K 和 11,362 个 GBS-SNP,用于对所有评分性状进行 GWAS 分析。GWAS 的结果表明,分别有 131 个和 55 个显著 SNP 控制形态和生理性状。此外,在干旱胁迫下,总共发现 8 个和 7 个 SNP 标记与一个以上的形态和生理性状相关。值得注意的是,本研究中发现的 10 个显著 SNP 先前已被报道与小麦的耐旱性有关。在这 10 个验证 SNP 标记中,有 4 个 SNP 与幼苗阶段的干旱有关,而其余 6 个 SNP 与生殖阶段的干旱有关。此外,基因富集的结果显示 18 个和 6 个途径分别是高度显著的生物学和分子途径。基于耐旱等位基因的选择揭示了 15 个具有最多不同耐旱等位基因的基因型。这些基因型可用作未来育种种质资源,以产生具有高遗传多样性的高度耐旱基因型。本研究的结果提供了有关早期生长阶段耐旱性遗传基础的新标记和有用信息。