Genomic exploration of Iranian almond (Prunus dulcis) germplasm: decoding diversity, population structure, and linkage disequilibrium through genotyping-by-sequencing analysis.

IF 3.5 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Soheila Khojand, Mehrshad Zeinalabedini, Reza Azizinezhad, Ali Imani, Mohammad Reza Ghaffari
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Abstract

This study focuses on the genetic diversity and population structure of Prunus dulcis (almond tree), a crucial agricultural component with widespread cultivation and commercial importance, particularly in Iran, a region with a longstanding tradition of almond cultivation. The diverse almond collection in Iran encompasses many local varieties, breeding selections, rootstocks, and international cultivars. This diversity necessitates advanced genotyping techniques to gain insights into genetic diversity, population structure, and linkage disequilibrium (LD). In this paper, genotyping-by-sequencing (GBS) was employed to analyze 62 almond germplasm samples, identifying approximately 63,537 high-quality single nucleotide polymorphisms (SNPs) distributed across the eight chromosomes of the almond genome. On average, there were 30,225 SNPs per chromosome. The analysis yielded an average polymorphism information content (PIC) of 0.315 and an expected heterozygosity (He) rate of 0.28, indicating a significant level of genetic diversity within the studied almond germplasm. The LD analysis demonstrated a rapid decline, with an average LD decay spanning approximately 300 kb for an r2 value of 0.2. This suggests substantial hybridization among the sampled almond varieties. Principal Component Analysis (PCA) and structure analysis could not differentiate genotypes based on geographical origin, providing further evidence of genetic mixing among the studied almond populations. An Analysis of Molecular Variance (AMOVA) highlighted significant genetic diversity within populations but revealed minimal differences. This comprehensive study of Iran's almond genotypes offers valuable insights for future breeding and conservation efforts, emphasizing this agriculturally significant species abundant genetic diversity and intricate population structure.

伊朗杏树(Prunus dulcis)种质的基因组探索:通过基因分型测序分析解码多样性、种群结构和连锁不平衡。
杏树是一种重要的农业植物,具有广泛的栽培和商业价值,尤其是在伊朗这个有着悠久杏树栽培传统的地区。伊朗的杏仁品种繁多,包括许多地方品种、育种选育品种、砧木和国际栽培品种。这种多样性要求采用先进的基因分型技术来深入了解遗传多样性、种群结构和连锁不平衡(LD)。本文采用基因分型测序技术(GBS)分析了 62 个杏树种质样本,鉴定出分布在杏树基因组 8 条染色体上的约 63,537 个高质量单核苷酸多态性(SNP)。平均每个染色体上有 30,225 个 SNPs。分析得出的平均多态性信息含量(PIC)为 0.315,预期杂合率(He)为 0.28,表明所研究的杏树种质具有显著的遗传多样性。LD 分析显示出快速衰减,平均 LD 衰减跨度约为 300 kb,r2 值为 0.2。这表明取样杏树品种之间存在大量杂交。主成分分析(PCA)和结构分析无法根据地理起源区分基因型,这进一步证明了所研究的杏仁种群之间存在遗传混合。分子变异分析(AMOVA)突出显示了种群内部显著的遗传多样性,但差异极小。这项对伊朗杏仁基因型的综合研究为未来的育种和保护工作提供了宝贵的见解,强调了这一具有重要农业意义的物种丰富的遗传多样性和错综复杂的种群结构。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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