Genomic dissection of productivity, lodging, and morpho‐physiological traits in Eragrostis tef under contrasting water availabilities

M. Alemu, Shiran Ben‐Zeev, Timo Hellwig, V. Barak, G. Shoshani, A. Chen, Stephane Razzon, Ittai Herrmann, Alexandra Vorobyova, Sariel Hübner, Y. Saranga
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Abstract

Underutilized species (also known as orphan crops) present opportunities to increase crop diversity and food security. Such crops lack modern genetic tools and knowledge to facilitate efficient modern breeding approaches. A wide collection of tef (Eragrostis tef (Zucc.) Trotter) genotypes was used to identify genomic regions associated with productivity, lodging, and morpho‐physiological traits under contrasting water availabilities. The obtained results are expected to enhance modern breeding and improve tef productivity under traditional and modern cropping systems, thus improving farmers' livelihood and food security. Tef (E. tef (Zucc.) Trotter) is an allotetraploid (2n = 4x = 40) C4 cereal crop, endemic to Ethiopia and mainly cultivated in the Horn of Africa. Tef is characterized by high grain and feed nutritional qualities and resilience to abiotic and biotic stresses; thus, it holds great potential to sustain food and nutrition security in Africa and other parts of the world. The objective of this study was to identify genomic regions associated with responses to contrasting water regimes, as a basis for future improvement. A tef diversity panel was genotyped with 28,837 single nucleotide polymorphisms (SNPs) and phenotyped for productivity, lodging, and morpho‐physiological traits along two seasons (2020 and 2021) under well‐watered and water‐limited treatments. A genome‐wide association study was performed to identify genomic regions associated with key traits for tef breeding. A total of 107 SNPs were associated with one or more of the studied traits, resulting in 138 marker–trait associations (MTAs) detected under both water treatments. Of these, 22 SNPs were associated with more than one trait, showing either multiple trait (pleiotropic) or multiple environment associations or both. A particularly strong association was found between grain yield, lodging, and time to heading. These findings open new avenues to further research on the genetic basis and physiological mechanisms underlying major traits in tef, as well as to marker‐assisted breeding of drought‐resilient tef cultivars.
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在不同供水条件下,对 Eragrostis tef 的产量、萌芽和形态生理特征进行基因组学分析
未充分利用的物种(也称为 "孤儿作物")为提高作物多样性和粮食安全提供了机会。这类作物缺乏现代遗传工具和知识,无法采用高效的现代育种方法。研究人员广泛收集了柚木(Eragrostis tef (Zucc.) Trotter)的基因型,以确定在不同水分利用率条件下与产量、结实率和形态生理特征相关的基因组区域。Tef(E. tef (Zucc.) Trotter)是埃塞俄比亚特有的异源四倍体(2n = 4x = 40)C4 谷类作物,主要在非洲之角种植。Tef 的特点是谷物和饲料营养品质高,对非生物和生物胁迫有较强的抗逆性;因此,它在维持非洲和世界其他地区的粮食和营养安全方面具有巨大潜力。这项研究的目的是确定与对不同水源条件的反应相关的基因组区域,为今后的改良工作奠定基础。在水源充足和水源受限的两个季节(2020 年和 2021 年),通过 28,837 个单核苷酸多态性(SNPs)对柚木多样性面板进行了基因分型,并对其生产力、结实率和形态生理性状进行了表型分析。共有 107 个 SNP 与所研究的一个或多个性状相关,在两种水分处理条件下检测到 138 个标记-性状关联(MTAs)。其中,22 个 SNP 与一个以上的性状相关,表现出多性状(多效性)或多环境相关或两者兼有。这些发现为进一步研究柚木主要性状的遗传基础和生理机制,以及标记辅助培育抗旱柚木栽培品种开辟了新途径。
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