Genetic diversity and structure of persian walnut (juglans regia l.) in Pakistan: Implications for conservation

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dc.contributor.author Magige, Ephie A.
dc.contributor.author Fan, Peng-Zhen
dc.contributor.author Wambulwa, Moses C.
dc.contributor.author Milne, Richard
dc.contributor.author Wu, Zeng-Yuan
dc.contributor.author Luo, Ya-Huang
dc.contributor.author Khan, Raees
dc.contributor.author Wu, Hong-Yu
dc.contributor.author Qi, Hai-Ling
dc.contributor.author Zhu, Guang-Fu
dc.contributor.author Maity, Debabrata
dc.contributor.author Khan, Ikramullah
dc.contributor.author Gao, Lian-Ming
dc.contributor.author Liu, Jie
dc.date.accessioned 2025-03-27T09:13:50Z
dc.date.available 2025-03-27T09:13:50Z
dc.date.issued 2022-06-22
dc.identifier.citation Plants, volume 11, issue 13 , 1652, 2022 en_US
dc.identifier.issn 2223-7747
dc.identifier.uri https://www.mdpi.com/2223-7747/11/13/1652
dc.identifier.uri http://repository.seku.ac.ke/xmlui/handle/123456789/7829
dc.description https://doi.org/10.3390/plants11131652 en_US
dc.description.abstract Persian (Common) walnut (Juglans regia 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 (NA = 3.839, HO = 0.558, UHE = 0.580), and eight populations had positive inbreeding coefficient (FIS) values. Low among-population differentiation was indicated by AMOVA, pairwise FST and DC. 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 (r = 0.14, p = 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. en_US
dc.language.iso en en_US
dc.publisher MDPI en_US
dc.subject microsatellite en_US
dc.subject Juglans regia en_US
dc.subject genetic diversity en_US
dc.subject genetic structure en_US
dc.subject conservation en_US
dc.subject Pakistan en_US
dc.title Genetic diversity and structure of persian walnut (juglans regia l.) in Pakistan: Implications for conservation en_US
dc.type Article en_US


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