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Integrated Genome-Wide Association Study and Machine Learning Approach for Characterizing the Determinants of Biofilm Formation in Staphylococcus aureus.

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Title: Integrated Genome-Wide Association Study and Machine Learning Approach for Characterizing the Determinants of Biofilm Formation in Staphylococcus aureus.
Authors: Sidarous LR; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt., Ibrahim MS; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt., Elhadidy M; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.; Department of Bacteriology, Mycology, and Immunology, Faculty of Veterinary Medicine, Mansoura University, Mansoura, 35516, Egypt., Abouelfetouh A; Department of Microbiology and Immunology, Faculty of Pharmacy, Alexandria University, Alexandria, 5372066, Egypt.; Department of Microbiology and Immunology, Faculty of Pharmacy, Alamein International University, Marsa Matrouh, 5060310, Egypt., Saif NA; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt., Aboelnaga N; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt., Shehat M; Department of Microbiology and Immunology, Faculty of Pharmacy, Alexandria University, Alexandria, 5372066, Egypt., Youssef M; TWINCORE, Centre for Experimental and Clinical Infection Research GmbH, 30625, Hannover, Germany., Badr E; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt. emostafa@zewailcity.edu.eg.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt. emostafa@zewailcity.edu.eg.; Faculty of Computers and Artificial Intelligence, Cairo University, Giza, 12613, Egypt. emostafa@zewailcity.edu.eg.
Source: Interdisciplinary sciences, computational life sciences [Interdiscip Sci] 2026 Jul 24. Date of Electronic Publication: 2026 Jul 24.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101515919 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1462 (Electronic) Linking ISSN: 18671462 NLM ISO Abbreviation: Interdiscip Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sidarous+LR%22">Sidarous LR</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.<br /><searchLink fieldCode="AU" term="%22Ibrahim+MS%22">Ibrahim MS</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.<br /><searchLink fieldCode="AU" term="%22Elhadidy+M%22">Elhadidy M</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.; Department of Bacteriology, Mycology, and Immunology, Faculty of Veterinary Medicine, Mansoura University, Mansoura, 35516, Egypt.<br /><searchLink fieldCode="AU" term="%22Abouelfetouh+A%22">Abouelfetouh A</searchLink>; Department of Microbiology and Immunology, Faculty of Pharmacy, Alexandria University, Alexandria, 5372066, Egypt.; Department of Microbiology and Immunology, Faculty of Pharmacy, Alamein International University, Marsa Matrouh, 5060310, Egypt.<br /><searchLink fieldCode="AU" term="%22Saif+NA%22">Saif NA</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.<br /><searchLink fieldCode="AU" term="%22Aboelnaga+N%22">Aboelnaga N</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt.<br /><searchLink fieldCode="AU" term="%22Shehat+M%22">Shehat M</searchLink>; Department of Microbiology and Immunology, Faculty of Pharmacy, Alexandria University, Alexandria, 5372066, Egypt.<br /><searchLink fieldCode="AU" term="%22Youssef+M%22">Youssef M</searchLink>; TWINCORE, Centre for Experimental and Clinical Infection Research GmbH, 30625, Hannover, Germany.<br /><searchLink fieldCode="AU" term="%22Badr+E%22">Badr E</searchLink>; Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt. emostafa@zewailcity.edu.eg.; Center for Genomics, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Giza, 12578, Egypt. emostafa@zewailcity.edu.eg.; Faculty of Computers and Artificial Intelligence, Cairo University, Giza, 12613, Egypt. emostafa@zewailcity.edu.eg.
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              Text: 2026 Jul 24
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