Identification of genetic basis of agronomic traits in alfalfa (Medicago sativa subsp. sativa) using Genome Wide Association Studies

Wiem Mnafgui, C. Jabri, Muhammet Şakiroğlu, N. Ludidi, M. Badri
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Abstract

Alfalfa (Medicago sativa L.) is one of the most widely cultivated forage crops due to its high yield, value of nutrients, and adaptation to diverse environments. However, many of the desired agronomic traits in alfalfa are quantitative, and therefore improving them under abiotic and biotic stresses becomes an important goal in alfalfa breeding. One way to achieve such a goal is identification of loci that contribute to variation in complex traits. Genome Wide Association Studies (GWAS) provide advanced tools to identify genetic loci associated with traits of interest using high-density markers throughout the genome. In M. sativa, previous studies indicated that GWAS could identify numerous candidate single nucleotide polymorphism (SNP) markers for quantitative traits, including biomass, yield, forage quality, and drought/salt tolerance. Furthermore, mapping SNP markers against the M. sativa reference genome revealed many putative candidate genes which are associated with several cell wall-related traits. In this review, we summarize Genome Wide Association (GWAS) in alfalfa from concept to application and the identification and characterization of candidate genes for traits of interest.
苜蓿农艺性状遗传基础的鉴定。利用全基因组关联研究
苜蓿(Medicago sativa L.)因其高产、营养价值高、适应多种环境而成为种植最广泛的饲料作物之一。然而,苜蓿的许多农艺性状是定量的,因此在非生物和生物胁迫下对其进行改良成为苜蓿育种的一个重要目标。实现这一目标的一种方法是鉴定导致复杂性状变异的基因座。全基因组关联研究(GWAS)提供了先进的工具,通过在整个基因组中使用高密度标记来识别与感兴趣的性状相关的遗传位点。在水稻中,已有研究表明GWAS可以鉴定出大量候选单核苷酸多态性(SNP)标记,用于生物量、产量、饲料质量和耐旱性等数量性状。此外,针对sativa参考基因组的SNP标记图谱揭示了许多与细胞壁相关性状相关的假定候选基因。本文综述了全基因组关联(GWAS)在紫花苜蓿中的应用,以及相关性状候选基因的鉴定与表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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