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Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation
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 coun...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269025/ https://www.ncbi.nlm.nih.gov/pubmed/35807604 http://dx.doi.org/10.3390/plants11131652 |
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author | 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 |
author_facet | 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 |
author_sort | Magige, Ephie A. |
collection | PubMed |
description | 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 (N(A) = 3.839, H(O) = 0.558, U(HE) = 0.580), and eight populations had positive inbreeding coefficient (F(IS)) values. Low among-population differentiation was indicated by AMOVA, pairwise F(ST) and D(C). 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. |
format | Online Article Text |
id | pubmed-9269025 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92690252022-07-09 Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation 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 Plants (Basel) Article 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 (N(A) = 3.839, H(O) = 0.558, U(HE) = 0.580), and eight populations had positive inbreeding coefficient (F(IS)) values. Low among-population differentiation was indicated by AMOVA, pairwise F(ST) and D(C). 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. MDPI 2022-06-22 /pmc/articles/PMC9269025/ /pubmed/35807604 http://dx.doi.org/10.3390/plants11131652 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article 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 Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title | Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title_full | Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title_fullStr | Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title_full_unstemmed | Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title_short | Genetic Diversity and Structure of Persian Walnut (Juglans regia L.) in Pakistan: Implications for Conservation |
title_sort | genetic diversity and structure of persian walnut (juglans regia l.) in pakistan: implications for conservation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269025/ https://www.ncbi.nlm.nih.gov/pubmed/35807604 http://dx.doi.org/10.3390/plants11131652 |
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