基于DArTseq单核苷酸多态性标记的刚果(金)Brachiaria grass (Urochloa spp.)群体结构和遗传多样性

IF 1.9 3区 农林科学 Q2 AGRONOMY
Crop Science Pub Date : 2025-07-21 DOI:10.1002/csc2.70102
Pyame Balemirwe Mushagalusa, Paul Kitenge Kimwemwe, Dieudonné Musale Katunga, Jean Mubalama Mondo, Nadège Cizungu Cirezi, Rodrigue Basengere Ayagirwe, Samy Bashizi Bacigale, Collins Mutai, Meki Shehabu Muktar, Wilson Kimani, Chris S. Jones
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引用次数: 0

摘要

Brachiaria grass (Urochloa spp.)是撒哈拉以南非洲用于提高牲畜生产力的关键饲草之一,特别是在牛奶产量和饲料充足性方面。遗传资源信息有限,阻碍了其育种和保护策略。本研究使用了在刚果民主共和国收集的199份资料,使用多样性阵列技术测序平台进行基因分型。共有5787个高质量单核苷酸多态性(snp)被用来评估遗传多样性和群体结构。标记的多态性信息含量平均值为0.29,基因多样性平均值为0.08。结构分析显示7个亚居群(K = 7)具有与材料地理来源相对应的杂合。主成分判别分析和主成分分析进一步将其划分为5个聚类和6个聚类。遗传聚类与DAPC一致,呈现出5个不同隶属系数的主要聚类。80.6%的材料欧几里德遗传距离在0.25以上,表明多数材料具有遗传多样性。Mantel检验显示种群间地理距离和遗传距离呈正相关(r = 0.315, p = 0.0001),与距离隔离模型一致。分子变异分析表明,不同亚群间存在显著差异(74.41%),固定指数高(Fst = 0.77),每代迁移数低(Nm = 0.08),表明不同亚群间存在较高的遗传分化和较低的基因交换。结果表明,腕足草种质资源具有显著的遗传多样性,可为腕足草种质资源的遗传改良、标记辅助育种和保护管理提供科学依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Population structure and genetic diversity of Brachiaria grass (Urochloa spp.) accessions from the Democratic Republic of Congo using DArTseq single nucleotide polymorphism markers

Population structure and genetic diversity of Brachiaria grass (Urochloa spp.) accessions from the Democratic Republic of Congo using DArTseq single nucleotide polymorphism markers

Population structure and genetic diversity of Brachiaria grass (Urochloa spp.) accessions from the Democratic Republic of Congo using DArTseq single nucleotide polymorphism markers

Population structure and genetic diversity of Brachiaria grass (Urochloa spp.) accessions from the Democratic Republic of Congo using DArTseq single nucleotide polymorphism markers

Population structure and genetic diversity of Brachiaria grass (Urochloa spp.) accessions from the Democratic Republic of Congo using DArTseq single nucleotide polymorphism markers

Brachiaria grass (Urochloa spp.) is one of the key forage grasses utilized in sub-Saharan Africa for improving livestock productivity, particularly in terms of milk production and feed sufficiency. Limited information on its genetic resources has hindered its breeding and conservation strategies. This study used a set of 199 accessions collected across the Democratic Republic of Congo, which were genotyped using the Diversity Arrays Technology Sequencing platform. A total of 5787 high-quality single nucleotide polymorphisms (SNPs) were used to evaluate genetic diversity and population structure. Markers were moderately informative in differentiating the accessions with average polymorphic information content and gene diversity of 0.29 and 0.08, respectively. Structure analysis showed seven sub-populations (K = 7) with admixture corresponding to the geographical sources of the accessions. Discriminant analysis of principal component (DAPC) and principal component analysis further classified the accessions into five and six clusters, respectively. Genetic clustering was consistent with the DAPC and showed five main clusters with variable membership coefficients. Most pairs of accessions (80.6%) had a Euclidean genetic distance above 0.25, suggesting that most of them were genetically diverse. Mantel tests revealed a positive correlation between geographic and genetic distance among populations (r  =  0.315, p  =  0.0001), demonstrating consistency with the isolation by distance model. Analysis of molecular variance revealed significant differences between sub-populations, 74.41%, and a high fixation index (Fst = 0.77) and low number of migrants per generation (Nm = 0.08), indicating high genetic differentiation and a low gene exchange among the sub-populations and suggesting the presence of different Brachiaria grass species in our collection. The results revealed significant genetic diversity in the Brachiaria grass collection, which could be explored in genetic improvement, marker-assisted breeding, and to enhance conservation management of this germplasm in the future.

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来源期刊
Crop Science
Crop Science 农林科学-农艺学
CiteScore
4.50
自引率
8.70%
发文量
197
审稿时长
3 months
期刊介绍: Articles in Crop Science are of interest to researchers, policy makers, educators, and practitioners. The scope of articles in Crop Science includes crop breeding and genetics; crop physiology and metabolism; crop ecology, production, and management; seed physiology, production, and technology; turfgrass science; forage and grazing land ecology and management; genomics, molecular genetics, and biotechnology; germplasm collections and their use; and biomedical, health beneficial, and nutritionally enhanced plants. Crop Science publishes thematic collections of articles across its scope and includes topical Review and Interpretation, and Perspectives articles.
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