Salinity Response in Tunisian Durum Wheat Genotypes: Genetic Relationships, Phenotypic Variation, and SSR Marker-Based Computational Modelling

dc.contributor.author Mzid, Rim
dc.contributor.author Ben Ayed, Rayda
dc.contributor.author Ayachi, Imene
dc.contributor.author Babay, Elyes
dc.contributor.author Tolay, Inci
dc.contributor.author Hamrouni, Lamia
dc.contributor.author Hanana, Mohsen
dc.date.accessioned 2025-12-15T15:46:37Z
dc.date.available 2025-12-15T15:46:37Z
dc.date.issued 2025
dc.description.abstract This study identifies salt-tolerant durum wheat genotypes for breeding programmes by integrating phenotypic, genotypic, and computational analyses of 27 Mediterranean varieties. Cluster analysis and principal coordinate analysis (PCoA) revealed two distinct genetic groups: modern genotypes (high-yielding Tunisian/Italian cultivars) and ancient genotypes (traditional Tunisian landraces). Among tested cultivars, JnehKhottifa and Gr & eacute;cale exhibited exceptional salinity tolerance, maintaining >80% germination at 200 mM NaCl, while Om Rabiaa and Agili showed sensitivity (<50% germination). Bayesian network modelling was used to explore the probabilistic relationships between simple sequence repeat (SSR) markers (e.g., CFD40 and GWM182, PIC = 0.561) and important traits such as root length and germination rate under stress. Genetic diversity analysis (average PIC = 0.407) highlighted the potential of SSR markers for trait-marker associations. These findings establish a valuable platform for enhancing marker-assisted selection salt-tolerant durum wheat varieties, essential for securing yields in saline-prone Mediterranean regions. en_US
dc.identifier.doi 10.55730/1300-011X.3307
dc.identifier.issn 1300-011X
dc.identifier.issn 1303-6173
dc.identifier.scopus 2-s2.0-105022013930
dc.identifier.uri https://doi.org/10.55730/1300-011X.3307
dc.identifier.uri https://hdl.handle.net/20.500.12514/10042
dc.language.iso en en_US
dc.publisher TÜBİTAK Scientific & Technological Research Council Turkey en_US
dc.relation.ispartof Turkish Journal of Agriculture and Forestry en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Durum Wheat en_US
dc.subject Salinity Tolerance en_US
dc.subject Germination en_US
dc.subject Simple Sequence Repeat en_US
dc.subject Computational Analyses en_US
dc.title Salinity Response in Tunisian Durum Wheat Genotypes: Genetic Relationships, Phenotypic Variation, and SSR Marker-Based Computational Modelling en_US
dc.type Article en_US
dspace.entity.type Publication
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gdc.author.wosid Hanana, Mohsen/Nbx-2675-2025
gdc.author.wosid Ben Ayed, Rayda/Gqh-3277-2022
gdc.author.wosid Hamrouni, Lamia/Jvo-1875-2024
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gdc.coar.access open access
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gdc.description.department Artuklu University en_US
gdc.description.departmenttemp [Mzid, Rim; Ben Ayed, Rayda; Ayachi, Imene; Hanana, Mohsen] Ctr Biotechnol Borj Cedria, Lab Extremophile Plants, Hammam Lif, Tunisia; [Ben Ayed, Rayda] Univ Carthage, Natl Inst Agron Tunisia, Dept Agron & Plant Biotechnol, Tunis 1082, Tunisia; [Babay, Elyes] Natl Gene Bank Tunisia, Tunis, Tunisia; [Tolay, Inci] Akdeniz Univ, Fac Agr, Dept Soil Sci & Plant Nutr, Antalya, Turkiye; [Hamrouni, Lamia] Univ Carthage, Natl Res Inst Water Forests & Rural Engn, Lab Management & Valorizat Forest Resources, Ariana, Tunisia; [Eren, Abdullah] Mardin Artuklu Univ, Kiziltepe Fac Agr Sci & Technol, Dept Field Crops, Mardin, Turkiye en_US
gdc.description.endpage 822
gdc.description.issue 5 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.startpage 807
gdc.description.volume 49 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
gdc.identifier.openalex W4415715201
gdc.identifier.wos WOS:001607842500002
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