鹰嘴豆(Cicer arietinum L.)产量和营养成分的全基因组关联研究

IF 1.6 3区 农林科学 Q2 AGRONOMY
Hatice Sari, Renan Uhdre, Lyle Wallace, Clarice J. Coyne, Britton Bourland, Zhiwu Zhang, M. Russo, Alecia Kiszonas, Marilyn L. Warburton
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引用次数: 0

摘要

全球人口的增长以及随之而来的在气候变化中满足营养需求的挑战是全世界关注的问题。蛋白质和微量营养素普遍缺乏导致大量人口营养不良,对健康造成严重影响。这个问题可以通过基因组学辅助育种来解决,尤其是在提高鹰嘴豆(Cicer arietinum L.)等重要主食作物的营养成分方面。鹰嘴豆不仅是丰富的蛋白质来源,还提供包括碳水化合物、脂肪和矿物质在内的多种营养。为了探索和改进鹰嘴豆营养性状的遗传基础,2018 年、2022 年和 2023 年,利用 93 个卡布里型单株衍生品系和 5 个栽培品种开展了一项研究。通过测序进行基因分型,在这个卡布里鹰嘴豆迷你核心收集中发现了总共 165K 个单核苷酸多态性(SNPs)。经过筛选,小等位基因频率大于 5%的 SNP 有 113,512 个,分布在鹰嘴豆基因组的 8 条染色体上。利用全基因组关联研究分析了标记与性状的关联,从所有 8 条染色体中鉴定出 27 个与 3 种种子营养浓度和 100 粒种子重量显著相关的 SNPs。为了揭示调节种子蛋白质、纤维、脂肪浓度和 100 粒种子重量的分子机制,在 30 kb 窗口大小范围内确定了 31 个候选基因。这种全面的方法有望推进作物育种战略,以消除营养不良,提高全球粮食安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Genome-wide association study in Chickpea (Cicer arietinum L.) for yield and nutritional components

Genome-wide association study in Chickpea (Cicer arietinum L.) for yield and nutritional components

The increase in the global human population and the accompanying challenges in meeting nutritional needs amidst climate change are a worldwide concern. Widespread protein and micronutrient deficiencies contribute to a significant number of individuals experiencing malnutrition, leading to severe health repercussions. This issue can be addressed through genomics-assisted breeding, particularly in enhancing the nutritional profile of vital staple crops like chickpea (Cicer arietinum L.). Chickpea, beyond being a rich source of protein, provides a diverse nutritional spectrum encompassing carbohydrates, fats, and minerals. To explore and improve the genetic basis of nutritional traits in chickpea, a study was conducted using 93 kabuli-type single plant derived lines and five cultivars in 2018, 2022, and 2023. Genotyping by sequencing revealed a total of 165K single nucleotide polymorphisms (SNPs) within this kabuli chickpea mini-core collection. After filtering for a minor allele frequency greater than 5%, 113,512 SNPs were utilized, distributed across eight chromosomes of the chickpea genome. Marker-trait associations were analyzed using genome wide association study, leading to the identification of 27 significantly associated SNPs from across all eight chromosomes linked to three seed nutritional concentrations and 100-seed weight. To unravel the molecular mechanisms governing seed protein, fiber, fat concentrations, and 100-seed weight, 31 candidate genes were determined within a 30 kb window size. This comprehensive approach holds promise for advancing crop breeding strategies to combat malnutrition and improve global food security.

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来源期刊
Euphytica
Euphytica 农林科学-农艺学
CiteScore
3.80
自引率
5.30%
发文量
157
审稿时长
4.5 months
期刊介绍: Euphytica is an international journal on theoretical and applied aspects of plant breeding. It publishes critical reviews and papers on the results of original research related to plant breeding. The integration of modern and traditional plant breeding is a growing field of research using transgenic crop plants and/or marker assisted breeding in combination with traditional breeding tools. The content should cover the interests of researchers directly or indirectly involved in plant breeding, at universities, breeding institutes, seed industries, plant biotech companies and industries using plant raw materials, and promote stability, adaptability and sustainability in agriculture and agro-industries.
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