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推进高粱类胡萝卜素生物强化:全球种质资源中谷物类胡萝卜素的全基因组关联研究。

Advancing provitamin A biofortification in sorghum: Genome-wide association studies of grain carotenoids in global germplasm.

机构信息

Department of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.

Center for Grain and Animal Health Research, USDA-ARS, 1515 College Ave, Manhattan, KS, 66502, USA.

出版信息

Plant Genome. 2020 Mar;13(1):e20013. doi: 10.1002/tpg2.20013. Epub 2020 Mar 26.

Abstract

Vitamin A deficiency is one of the most prevalent nutritional deficiencies worldwide. Sorghum [Sorghum bicolor L. (Moench)] is a major cereal crop consumed by millions of people in regions with high vitamin A deficiency. We quantified carotenoid concentrations in a diverse sorghum panel using high-performance liquid chromatography and conducted a genome-wide association study (GWAS) of grain carotenoids to identify genes underlying carotenoid variation. There was moderate variation for β-carotene (00.8 μg g ), lutein (0.3-9.4 μg g ), and zeaxanthin (0.2-9.1 μg g ), but β-cryptoxanthin and α-carotene were nearly undetectable. Genotype had the largest effect size, at 81% for zeaxanthin, 62% for β-carotene, and 53% for lutein. Using multiple models, GWAS identified several significant associations between carotenoids and single nucleotide polymorphisms (SNPs), some of which colocalized with known carotenoid genes that have not been previously implicated in carotenoid variation. Several of the candidate genes identified have also been identified in maize (Zea mays L.) and Arabidopsis (Arabidopsis thaliana) carotenoid GWAS studies. Notably, an SNP inside the putative ortholog of maize zeaxanthin epoxidase (ZEP) had the most significant association with zeaxanthin and with the ratio between lutein and zeaxanthin, suggesting that ZEP is a major gene controlling sorghum carotenoid variation. Overall findings suggest there is oligogenic inheritance for sorghum carotenoids and suitable variation for marker-assisted selection. The high carotenoid germplasm and significant associations identified in this study can be used in biofortification efforts to improve the nutritional quality of sorghum.

摘要

维生素 A 缺乏症是全球最普遍的营养缺乏症之一。高粱[Sorghum bicolor L. (Moench)]是在维生素 A 缺乏症高发地区被数百万人食用的主要粮食作物。我们使用高效液相色谱法对多样化的高粱样本进行了类胡萝卜素浓度的定量分析,并对谷物类胡萝卜素进行了全基因组关联研究(GWAS),以鉴定导致类胡萝卜素变异的基因。β-胡萝卜素(00.8μg g)、叶黄素(0.3-9.4μg g)和玉米黄质(0.2-9.1μg g)的变异程度中等,但β-隐黄质和α-胡萝卜素几乎检测不到。基因型的效应大小最大,玉米黄质为 81%,β-胡萝卜素为 62%,叶黄素为 53%。使用多种模型,GWAS 鉴定出类胡萝卜素与单核苷酸多态性(SNP)之间的几个显著关联,其中一些与已知的类胡萝卜素基因共定位,这些基因以前没有被认为与类胡萝卜素变异有关。鉴定出的一些候选基因也在玉米(Zea mays L.)和拟南芥(Arabidopsis thaliana)的类胡萝卜素 GWAS 研究中被发现。值得注意的是,一个位于玉米玉米黄质环氧化酶(ZEP)假定同源物内部的 SNP 与玉米黄质和叶黄素与玉米黄质的比值具有最显著的关联,这表明 ZEP 是控制高粱类胡萝卜素变异的主要基因。总体研究结果表明,高粱类胡萝卜素的遗传方式为寡基因遗传,具有适合标记辅助选择的变异。本研究中发现的高类胡萝卜素种质资源和显著关联可用于生物强化工作,以提高高粱的营养品质。

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