ArticlePlants (Basel, Switzerland)2026
Genetic Diversity, Population Structure, Integration of Genome-Wide Association Studies and Machine Learning for Antibacterial Trait Analysis in the Mediterranean Spice Laurel (
Gülşah Karataş, Amjad Ali, Ünal Karık, Muhammad Azhar Nadeem, Muhammad Aasim, Mehmet Bedir, Muhammad Tanveer Altaf, Waqas Liaqat, Sarmad Ali Qureshi, Fawad Ali and 6 more
Abstract read
In one paragraphArticle in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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2 · The registryThe trial behind it
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5 · Who and what moneyAuthors and funding
16 authors.
Gülşah KarataşDepartment of Food Engineering, Tokat Gaziosmanpaşa University, Tokat 60250, Türkiye.
Amjad AliFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.
Ünal KarıkDepartment of Medicinal Plants, Republic of Türkiye Ministry of Agriculture and Forestry Aegean Agricultural Research Institute, Izmir 35661, Türkiye.
Muhammad Azhar NadeemDepartment of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.ORCID 0000-0002-0637-9619 Muhammad AasimDepartment of Precision Agriculture and Agricultural Robots, Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.ORCID 0000-0002-8524-9029 Mehmet BedirFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.
Muhammad Tanveer AltafDepartment of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye.ORCID 0000-0003-2373-857X Waqas LiaqatDepartment of Field Crops, Faculty of Agriculture, Recep Tayyip Erdoğan University, Pazar, Rize 53300, Türkiye.
Sarmad Ali QureshiFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58000, Türkiye.ORCID 0000-0002-8673-5811 Fawad AliDepartment of Plant Resources and Environment, Jeju National University, 102 Jejudaehak-ro, Jeju 63243, Republic of Korea.
Ruziyev FaridDepartment of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.ORCID 0000-0001-8884-4651 Pablo Federico CavagnaroConsejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Ciudad Autónoma de Buenos Aires C1425FQB, Argentina.ORCID 0000-0001-5838-0876 Muhammad Qasim ShahidDepartment of Genetics, Institute of Biochemistry, Sh. Rashidov Samarkand State University, Samarkand 140104, Uzbekistan.ORCID 0000-0002-6767-4355 Syeid Amjad AliDepartment of Information Systems and Technologies, Bilkent University, Ankara 06800, Türkiye.ORCID 0000-0001-9250-9020 Ahmad AlsalehDepartment of Agriculture and Food, Hemp Research Institute, Yozgat Bozok University, Yozgat 66200, Türkiye.ORCID 0000-0001-7078-3221 Faheem Shehzad BalochDepartment of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin 33110, Türkiye.ORCID 0000-0002-7470-0080 Funding
No grant is acknowledged in the PubMed record.
6 · The paper itselfAbstract
Indexed as
antibacterial activitygenetic markersGWAS analysismachine learningminimum inhibitory concentrationplant-derived bioactive compoundssustainable production
Identifiers
PMID42452204
PMCPMC13363779
What Socratic holds
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