Department of Biotechnology and Plant Breeding, Science and Research Branch, Islamic Azad University, Tehran, Iran.
Department of Systems Biology, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran.
BMC Genomics. 2024 Nov 18;25(1):1101. doi: 10.1186/s12864-024-11044-0.
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 r 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.
本研究聚焦于扁桃(杏仁树)的遗传多样性和群体结构,扁桃是一种重要的农业组成部分,具有广泛的种植和商业重要性,尤其是在伊朗,那里有着悠久的杏仁种植传统。伊朗多样化的杏仁品种包括许多当地品种、选育品种、砧木和国际品种。这种多样性需要先进的基因分型技术来深入了解遗传多样性、群体结构和连锁不平衡(LD)。在本研究中,采用基因分型测序(GBS)技术对 62 个杏仁种质样本进行分析,共鉴定出约 63537 个分布在杏仁基因组 8 条染色体上的高质量单核苷酸多态性(SNP)。平均每个染色体上有 30225 个 SNP。分析结果显示,平均多态性信息含量(PIC)为 0.315,预期杂合度(He)率为 0.28,表明所研究的杏仁种质内存在显著的遗传多样性。LD 分析表明,LD 迅速衰减,r 值为 0.2 时,平均 LD 衰减约 300kb,这表明所采样的杏仁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,进一步证明所研究的杏仁群体存在遗传混合。分子方差分析(AMOVA)强调了群体内的遗传多样性,但差异很小。本研究对伊朗杏仁基因型进行了全面分析,为未来的选育和保护工作提供了有价值的见解,强调了这种具有重要农业意义的丰富遗传多样性和复杂群体结构的物种。