Magige Ephie A, Fan Peng-Zhen, Wambulwa Moses C, Milne Richard, Wu Zeng-Yuan, Luo Ya-Huang, Khan Raees, Wu Hong-Yu, Qi Hai-Ling, Zhu Guang-Fu, Maity Debabrata, Khan Ikramullah, Gao Lian-Ming, Liu Jie
CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China.
Germplasm of Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China.
Plants (Basel). 2022 Jun 22;11(13):1652. doi: 10.3390/plants11131652.
Persian (Common) walnut ( L.) is a famous fruit tree species valued for its nutritious nuts and high-quality wood. Although walnut is widely distributed and plays an important role in the economy and culture of Pakistan, the genetic diversity and structure of its populations in the country remains poorly understood. Therefore, using 31 nuclear microsatellites, we assessed the genetic diversity and population structure of 12 walnut populations sampled across Pakistan. We also implemented the geostatistical IDW technique in ArcGIS to reveal "hotspots" of genetic diversity. Generally, the studied populations registered relatively low indices of genetic diversity ( = 3.839, = 0.558, = 0.580), and eight populations had positive inbreeding coefficient () values. Low among-population differentiation was indicated by AMOVA, pairwise and . STRUCTURE, PCoA and neighbor joining (NJ) analysis revealed a general lack of clear clustering in the populations except that one population in Upper Dir was clearly genetically distinct from the rest. Furthermore, the Mantel test showed no correlation between the geographic and genetic distance ( = 0.14, = 0.22), while barrier analysis suggested three statistically significant genetic barriers. Finally, the spatial interpolation results indicated that populations in Ziarat, Kashmir, Dir, Swat, Chitral, and upper Dir had high intrapopulation genetic diversity, suggesting the need to conserve populations in those areas. The results from this study will be important for future breeding improvement and conservation of walnuts in Pakistan.
波斯(普通)核桃(Juglans regia L.)是一种著名的果树品种,因其营养丰富的坚果和优质木材而备受重视。尽管核桃在巴基斯坦广泛分布,并且在该国的经济和文化中发挥着重要作用,但该国核桃种群的遗传多样性和结构仍知之甚少。因此,我们使用31个核微卫星标记,评估了从巴基斯坦各地采集的12个核桃种群的遗传多样性和种群结构。我们还在ArcGIS中应用了地统计反距离加权(IDW)技术,以揭示遗传多样性的“热点”。总体而言,所研究的种群遗传多样性指数相对较低(H = 3.839,He = 0.558,I = 0.580),并且有8个种群的近交系数(Fis)值为正。分子方差分析(AMOVA)、成对Fst和Jost's Dest表明种群间分化程度较低。结构分析(STRUCTURE)、主坐标分析(PCoA)和邻接(NJ)分析表明,除上迪尔的一个种群在遗传上明显不同于其他种群外,其他种群普遍缺乏明显的聚类。此外,Mantel检验表明地理距离与遗传距离之间没有相关性(r = 0.14,P = 0.22),而屏障分析表明存在三个具有统计学意义的遗传屏障。最后,空间插值结果表明,齐亚拉特、克什米尔、迪尔、斯瓦特、奇特拉尔和上迪尔的种群具有较高的种群内遗传多样性,这表明需要保护这些地区的种群。本研究结果对于巴基斯坦未来核桃的育种改良和保护具有重要意义。