Genetic Diversity, Population Structure, Integration of Genome-Wide Association Studies and Machine Learning for Antibacterial Trait Analysis in the Mediterranean Spice Laurel (Laurus nobilis).
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| Title: | Genetic Diversity, Population Structure, Integration of Genome-Wide Association Studies and Machine Learning for Antibacterial Trait Analysis in the Mediterranean Spice Laurel (Laurus nobilis). |
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| Authors: | Karataş G; Department of Food Engineering, Tokat Gaziosmanpaşa University, Tokat 60250, Türkiye., Ali A; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye., Karık Ü; Department of Medicinal Plants, Republic of Türkiye Ministry of Agriculture and Forestry Aegean Agricultural Research Institute, Izmir 35661, Türkiye., Nadeem MA; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.; Department of Biotechnology, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan., Aasim M; Department of Precision Agriculture and Agricultural Robots, Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye., Bedir M; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye., Altaf MT; Department of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye., Liaqat W; Department of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye., Qureshi SA; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye., Ali F; Department of Plant Resources and Environment, Jeju National University, 102 Jejudaehak-ro, Jeju 63243, Republic of Korea., Farid R; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan., Cavagnaro PF; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Ciudad Autónoma de Buenos Aires C1425FQB, Argentina.; Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina.; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31-120 Krakow, Poland., Shahid MQ; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.; State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, South China Agricultural University, Guangzhou 510642, China., Ali SA; Department of Information Systems and Technologies, Bilkent University, Ankara 06800, Türkiye., Alsaleh A; Department of Agriculture and Food, Hemp Research Institute, Yozgat Bozok University, Yozgat 66200, Türkiye., Baloch FS; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan. |
| Source: | Plants (Basel, Switzerland) [Plants (Basel)] 2026 Jun 27; Vol. 15 (13). Date of Electronic Publication: 2026 Jun 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101596181 Publication Model: Electronic Cited Medium: Print ISSN: 2223-7747 (Print) Linking ISSN: 22237747 NLM ISO Abbreviation: Plants (Basel) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42452204 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Genetic Diversity, Population Structure, Integration of Genome-Wide Association Studies and Machine Learning for Antibacterial Trait Analysis in the Mediterranean Spice Laurel (Laurus nobilis). – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Karataş+G%22">Karataş G</searchLink>; Department of Food Engineering, Tokat Gaziosmanpaşa University, Tokat 60250, Türkiye.<br /><searchLink fieldCode="AU" term="%22Ali+A%22">Ali A</searchLink>; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.<br /><searchLink fieldCode="AU" term="%22Karık+Ü%22">Karık Ü</searchLink>; Department of Medicinal Plants, Republic of Türkiye Ministry of Agriculture and Forestry Aegean Agricultural Research Institute, Izmir 35661, Türkiye.<br /><searchLink fieldCode="AU" term="%22Nadeem+MA%22">Nadeem MA</searchLink>; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.; Department of Biotechnology, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Aasim+M%22">Aasim M</searchLink>; Department of Precision Agriculture and Agricultural Robots, Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.<br /><searchLink fieldCode="AU" term="%22Bedir+M%22">Bedir M</searchLink>; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.<br /><searchLink fieldCode="AU" term="%22Altaf+MT%22">Altaf MT</searchLink>; Department of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye.<br /><searchLink fieldCode="AU" term="%22Liaqat+W%22">Liaqat W</searchLink>; Department of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye.<br /><searchLink fieldCode="AU" term="%22Qureshi+SA%22">Qureshi SA</searchLink>; Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.<br /><searchLink fieldCode="AU" term="%22Ali+F%22">Ali F</searchLink>; Department of Plant Resources and Environment, Jeju National University, 102 Jejudaehak-ro, Jeju 63243, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Farid+R%22">Farid R</searchLink>; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Cavagnaro+PF%22">Cavagnaro PF</searchLink>; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Ciudad Autónoma de Buenos Aires C1425FQB, Argentina.; Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina.; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31-120 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Shahid+MQ%22">Shahid MQ</searchLink>; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.; State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, South China Agricultural University, Guangzhou 510642, China.<br /><searchLink fieldCode="AU" term="%22Ali+SA%22">Ali SA</searchLink>; Department of Information Systems and Technologies, Bilkent University, Ankara 06800, Türkiye.<br /><searchLink fieldCode="AU" term="%22Alsaleh+A%22">Alsaleh A</searchLink>; Department of Agriculture and Food, Hemp Research Institute, Yozgat Bozok University, Yozgat 66200, Türkiye.<br /><searchLink fieldCode="AU" term="%22Baloch+FS%22">Baloch FS</searchLink>; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.; Department of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101596181%22">Plants (Basel, Switzerland)</searchLink> [Plants (Basel)] 2026 Jun 27; Vol. 15 (13). <i>Date of Electronic Publication: </i>2026 Jun 27. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101596181 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2223-7747 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222237747%22">22237747 </searchLink><i>NLM ISO Abbreviation: </i>Plants (Basel) <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42452204 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/plants15131997 Languages: – Code: eng Text: English Titles: – TitleFull: Genetic Diversity, Population Structure, Integration of Genome-Wide Association Studies and Machine Learning for Antibacterial Trait Analysis in the Mediterranean Spice Laurel (Laurus nobilis). Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Karataş G – PersonEntity: Name: NameFull: Ali A – PersonEntity: Name: NameFull: Karık Ü – PersonEntity: Name: NameFull: Nadeem MA – PersonEntity: Name: NameFull: Aasim M – PersonEntity: Name: NameFull: Bedir M – PersonEntity: Name: NameFull: Altaf MT – PersonEntity: Name: NameFull: Liaqat W – PersonEntity: Name: NameFull: Qureshi SA – PersonEntity: Name: NameFull: Ali F – PersonEntity: Name: NameFull: Farid R – PersonEntity: Name: NameFull: Cavagnaro PF – PersonEntity: Name: NameFull: Shahid MQ – PersonEntity: Name: NameFull: Ali SA – PersonEntity: Name: NameFull: Alsaleh A – PersonEntity: Name: NameFull: Baloch FS IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 06 Text: 2026 Jun 27 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 2223-7747 Numbering: – Type: volume Value: 15 – Type: issue Value: 13 Titles: – TitleFull: Plants (Basel, Switzerland) Type: main |
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