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埃塞俄比亚高粱 [高粱属(高粱属)。莫奇] 种质的遗传多样性、种群结构和选择特征。

Genetic diversity, population structure, and selection signature in Ethiopian sorghum [Sorghum bicolor L. (Moench)] germplasm.

机构信息

College of Agriculture and Veterinary Medicine, Jimma University, P.O. Box 307, Jimma, Ethiopia.

Plant Genome Mapping Laboratory, University of Georgia, Athens, GA 30602, USA.

出版信息

G3 (Bethesda). 2021 Jun 17;11(6). doi: 10.1093/g3journal/jkab087.

Abstract

Ethiopia, the probable center of origin and diversity for sorghum [Sorghum bicolor L. (Moench)] and with unique ecogeographic features, possesses a large number of sorghum landraces that have not been well studied. Increased knowledge of this diverse germplasm through large-scale genomic characterization may contribute for understanding of evolutionary biology, and adequate use of these valuable resources from the center of origin. In this study, we characterized genetic diversity, population structure and selection signature in 304 sorghum accessions collected from diverse sorghum growing regions of Ethiopia using genotyping-by-sequencing. We identified a total of 108,107 high-quality single-nucleotide polymorphism (SNPs) markers that were evenly distributed across the sorghum genome. The average gene diversity among accessions was high (He = 0.29). We detected a relatively low frequency of rare alleles (26%), highlighting the potential of this germplasm for subsequent allele mining studies through genome-wide association studies. Although we found no evidence of genetic differentiation among administrative regions (FST = 0.02, P = 0.12), population structure and cluster analyses showed clear differentiation among six Ethiopian sorghum populations (FST = 0.28, P = 0.01) adapting to different environments. Analysis of SNP differentiation between the identified genetic groups revealed a total of 40 genomic regions carrying signatures of selection. These regions harbored candidate genes potentially involved in a variety of biological processes, including abiotic stress tolerance, pathogen defense and reproduction. Overall, a high level of untapped diversity for sorghum improvement remains available in Ethiopia, with patterns of diversity consistent with divergent selection on a range of adaptive characteristics.

摘要

埃塞俄比亚是高粱[高粱 bicolor L. (Moench)]的可能起源和多样性中心,具有独特的生态地理特征,拥有大量尚未得到充分研究的高粱地方品种。通过大规模基因组特征分析,增加对这种多样化种质资源的了解,可能有助于理解进化生物学,并充分利用这些来自起源中心的宝贵资源。在这项研究中,我们使用基因分型测序对来自埃塞俄比亚不同高粱种植地区的 304 份高粱材料进行了遗传多样性、群体结构和选择标记的研究。我们总共鉴定出 108107 个高质量的单核苷酸多态性 (SNP) 标记,这些标记均匀分布在高粱基因组中。材料间的平均基因多样性较高(He = 0.29)。我们检测到稀有等位基因的频率相对较低(26%),这突出了该种质资源在随后的全基因组关联研究中进行等位基因挖掘的潜力。尽管我们没有发现行政区域间存在遗传分化的证据(FST = 0.02,P = 0.12),但种群结构和聚类分析显示,适应不同环境的六个埃塞俄比亚高粱群体(FST = 0.28,P = 0.01)之间存在明显分化。对鉴定的遗传群体之间的 SNP 分化分析表明,共有 40 个基因组区域携带选择的特征。这些区域包含潜在参与多种生物学过程的候选基因,包括非生物胁迫耐受、病原体防御和繁殖。总体而言,埃塞俄比亚仍有大量高粱改良的未开发多样性,多样性模式与一系列适应性特征的分歧选择一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b990/8495740/5f3d60213c7b/jkab087f1.jpg

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