Istanbuli Tawffiq, Nassar Ahmed E, Abd El-Maksoud Mamdouh M, Tawkaz Sawsan, Alsamman Alsamman M, Hamwieh Aladdin
Biotechnology Department, International Center for Agricultural Research in the Dry Areas (ICARDA), Terbol, Lebanon.
Biotechnology Department, International Center for Agricultural Research in the Dry Areas (ICARDA), Giza, Egypt.
Front Plant Sci. 2024 Mar 8;15:1260690. doi: 10.3389/fpls.2024.1260690. eCollection 2024.
Chickpea, renowned for its exceptional nutritional value, stands as a crucial crop, serving as a dietary staple in various parts of the world. However, its productivity faces a significant challenge in the form of drought stress. This challenge highlights the urgent need to find genetic markers linked to drought tolerance for effective breeding programs. The primary objective of this study is to identify genetic markers associated with drought tolerance to facilitate effective breeding programs. To address this, we cultivated 185 chickpea accessions in two distinct locations in Lebanon over a two-year period, subjecting them to both irrigated and rain-fed environments. We assessed 11 drought-linked traits, including morphology, growth, yield, and tolerance score. SNP genotyping revealed 1344 variable SNP markers distributed across the chickpea genome. Genetic diversity across populations originating from diverse geographic locations was unveiled by the PCA, clustering, and structure analysis indicating that these genotypes have descend from five or four distinct ancestors. A genome-wide association study (GWAS) revealed several marker trait associations (MTAs) associated with the traits evaluated. Within the rainfed conditions, 11 significant markers were identified, each associated with distinct chickpea traits. Another set of 11 markers exhibited associations in both rainfed and irrigated environments, reflecting shared genetic determinants across these conditions for the same trait. The analysis of linkage disequilibrium (LD) highlighted two genomic regions with notably strong LD, suggesting significant interconnections among several investigated traits. This was further investigated by the correlation between major markers associated with these traits. Gene annotation of the identified markers has unveiled insights into 28 potential genes that play a role in influencing various chickpea drought-linked traits. These traits encompass crucial aspects such as blooming organ development, plant growth, seed weight, starch metabolism, drought regulation, and height index. Among the identified genes are , , , , , , , and . These genes collectively contribute to the multifaceted response of chickpea plants to drought stress. Our identified genetic factors exert their influence in both irrigated and rainfed environments, emphasizing their importance in shaping chickpea characteristics.
鹰嘴豆以其卓越的营养价值而闻名,是一种重要作物,在世界不同地区都是饮食主食。然而,其生产力面临着干旱胁迫这一重大挑战。这一挑战凸显了迫切需要找到与耐旱性相关的遗传标记,以开展有效的育种计划。本研究的主要目标是识别与耐旱性相关的遗传标记,以促进有效的育种计划。为解决这一问题,我们在黎巴嫩的两个不同地点对185份鹰嘴豆种质进行了为期两年的种植,使其处于灌溉和雨养环境中。我们评估了11个与干旱相关的性状,包括形态、生长、产量和耐受性评分。单核苷酸多态性(SNP)基因分型揭示了分布在鹰嘴豆基因组中的1344个可变SNP标记。主成分分析(PCA)、聚类和结构分析揭示了来自不同地理位置的群体之间的遗传多样性,表明这些基因型源自五个或四个不同的祖先。全基因组关联研究(GWAS)揭示了几个与所评估性状相关的标记-性状关联(MTA)。在雨养条件下,识别出11个显著标记,每个标记都与不同的鹰嘴豆性状相关。另一组11个标记在雨养和灌溉环境中均表现出关联,反映了这些条件下同一性状的共同遗传决定因素。连锁不平衡(LD)分析突出了两个具有显著强LD的基因组区域,表明几个研究性状之间存在重要的相互联系。通过与这些性状相关的主要标记之间的相关性进一步对此进行了研究。对已识别标记的基因注释揭示了28个潜在基因的见解,这些基因在影响各种鹰嘴豆干旱相关性状中发挥作用。这些性状包括开花器官发育、植物生长、种子重量、淀粉代谢、干旱调节和高度指数等关键方面。在所识别的基因中有 、 、 、 、 、 、 和 。这些基因共同促成了鹰嘴豆植物对干旱胁迫的多方面反应。我们识别出的遗传因素在灌溉和雨养环境中均发挥作用,强调了它们在塑造鹰嘴豆特性方面的重要性。