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.scopusid | 36984221000 | |
| gdc.author.scopusid | 57208279329 | |
| 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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| gdc.index.type | Scopus | |
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