Genetic Diversity and Population Structure Analysis of Drought Tolerance in Walnut (Juglans Regia L.) Using SSR Markers

dc.contributor.author Taheri, A.
dc.contributor.author Seyedi, N.
dc.contributor.author Abdollahi Mandoulakani, B.
dc.contributor.author Mirzaghaderi, G.
dc.contributor.author Najafi, S.
dc.contributor.author Vahdati, K.
dc.contributor.author Şahin, M.
dc.date.accessioned 2025-11-30T19:16:25Z
dc.date.available 2025-11-30T19:16:25Z
dc.date.issued 2026
dc.description.abstract Walnut biodiversity represents a critical genetic resource for developing climate-resilient cultivars capable of withstanding increasing drought stress under changing environmental conditions. Understanding the genetic basis of drought tolerance mechanisms is essential for sustainable nut production and conservation of valuable genetic resources. This study investigated the genetic and physiological basis of drought tolerance in walnut (Juglans regia L.) saplings, providing crucial insights for breeding programs aimed at developing climate-resilient cultivars. A comprehensive analysis was conducted using 65 walnut samples collected from diverse geographic locations, employing SSR (simple sequence repeat) markers for genetic characterization combined with detailed morphological and physiological assessments under controlled drought stress conditions. Our findings revealed significant variability in drought stress responses among walnut saplings. Morphological and physiological traits exhibited substantial variation under drought stress, reflecting the genetic diversity present in natural populations. Population structure analysis performed using STRUCTURE software identified three distinct genetic clusters within the studied population, with varying degrees of admixture indicating complex evolutionary relationships and gene flow patterns across different populations. Some individuals showed strong affiliation to a single cluster, while others exhibited significant admixture patterns. Mixed Linear Model analysis identified significant marker-trait associations between SSR markers and drought tolerance traits. Multiple markers showed strong correlations with physiological parameters including chlorophyll content, leaf characteristics, and stress response indicators. Hierarchical clustering and phylogenetic analyses confirmed the genetic relationships among populations and revealed patterns consistent with geographic distribution and environmental adaptation. This research elucidates the genetic architecture underlying drought tolerance in walnuts and demonstrates the effectiveness of SSR markers for identifying drought-responsive genes. The identified marker-trait associations provide valuable tools for marker-assisted selection in breeding programs. Furthermore, the observed genetic diversity and its correlation with drought-related traits offer a foundation for developing more resilient walnut cultivars. These findings contribute to the conservation and utilization of walnut genetic resources while supporting the development of climate-adaptive breeding strategies for sustainable nut production under water-limited conditions. © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2025. en_US
dc.identifier.doi 10.1007/s11105-025-01629-8
dc.identifier.issn 0735-9640
dc.identifier.scopus 2-s2.0-105020922993
dc.identifier.uri https://doi.org/10.1007/s11105-025-01629-8
dc.language.iso en en_US
dc.publisher Springer en_US
dc.relation.ispartof Plant Molecular Biology Reporter en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Association Mapping en_US
dc.subject Cluster Analysis en_US
dc.subject Mixed Linear Model en_US
dc.subject Zagros Forests en_US
dc.title Genetic Diversity and Population Structure Analysis of Drought Tolerance in Walnut (Juglans Regia L.) Using SSR Markers en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 60169349000
gdc.author.scopusid 16231088500
gdc.author.scopusid 55481714500
gdc.author.scopusid 24335609700
gdc.author.scopusid 57193233287
gdc.author.scopusid 22958822100
gdc.author.scopusid 6506848166
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.description.department T.C. Van Yüzüncü Yıl Üniversitesi en_US
gdc.description.departmenttemp [Taheri] Ayda, Faculty of Natural Resources, Urmia University, Urmia, Iran; [Seyedi] Nasrin, Department of Forestry, Urmia University, Urmia, Iran; [Abdollahi Mandoulakani] Babak, Department of Plant Production and Genetics, Urmia University, Urmia, Iran; [Mirzaghaderi] Ghader, Department of Agronomy and Plant Breeding, University of Kurdistan, Sanandaj, Kurdistan, Iran; [Najafi] Solmaz, Department of Field Crops, Van Yüzüncü Yıl Üniversitesi, Van, Turkey; [Vahdati] Kourosh, Department of Horticulture, University of Tehran, Tehran, Tehran, Iran; [Şahin] Müge, Department of Horticulture, Bilecik Şeyh Edebali Üniversitesi, Bilecik, Bilecik, Turkey; [Hatterman-Valenti] Harlene M., North Dakota State University, Fargo, ND, United States; [Kaya] Özkan, North Dakota State University, Fargo, ND, United States, Erzincan Horticultural Research Institute, Republic of Turkey Ministry of Agriculture and Forestry, Erzincan, Erzincan, Turkey en_US
gdc.description.issue 1 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality N/A
gdc.description.volume 44 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality N/A
gdc.identifier.wos WOS:001607406400001
gdc.index.type WoS
gdc.index.type Scopus

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