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Bioinformatics and machine learning integration reveals a novel 4-gene (GFUS, ARHGAP8, NBL1, and ACTB) biomarker model for prostate cancer.

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Title: Bioinformatics and machine learning integration reveals a novel 4-gene (GFUS, ARHGAP8, NBL1, and ACTB) biomarker model for prostate cancer.
Authors: Kilicarslan S; Graduate School of Sciences, Department of Medical System Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey., Cicekliyurt MM; Faculty of Medicine, Department of Medical Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey., Kiliçarslan S; Faculty of Engineering, Department of Software Engineering, Bandirma Onyedi Eylül University, Balıkesir, Turkey. skilicarslan@bandirma.edu.tr., Hassan DSM; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia., Samee NA; Graduate School of Sciences, Department of Medical System Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.
Source: Discover oncology [Discov Oncol] 2026 Feb 21; Vol. 17 (1). Date of Electronic Publication: 2026 Feb 21.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101775142 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-6011 (Electronic) Linking ISSN: 27306011 NLM ISO Abbreviation: Discov Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Bioinformatics and machine learning integration reveals a novel 4-gene (GFUS, ARHGAP8, NBL1, and ACTB) biomarker model for prostate cancer.
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  Data: <searchLink fieldCode="AU" term="%22Kilicarslan+S%22">Kilicarslan S</searchLink>; Graduate School of Sciences, Department of Medical System Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.<br /><searchLink fieldCode="AU" term="%22Cicekliyurt+MM%22">Cicekliyurt MM</searchLink>; Faculty of Medicine, Department of Medical Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.<br /><searchLink fieldCode="AU" term="%22Kiliçarslan+S%22">Kiliçarslan S</searchLink>; Faculty of Engineering, Department of Software Engineering, Bandirma Onyedi Eylül University, Balıkesir, Turkey. skilicarslan@bandirma.edu.tr.<br /><searchLink fieldCode="AU" term="%22Hassan+DSM%22">Hassan DSM</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Samee+NA%22">Samee NA</searchLink>; Graduate School of Sciences, Department of Medical System Biology, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.
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  Data: <searchLink fieldCode="JN" term="%22101775142%22">Discover oncology</searchLink> [Discov Oncol] 2026 Feb 21; Vol. 17 (1). <i>Date of Electronic Publication: </i>2026 Feb 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101775142 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2730-6011 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227306011%22">27306011 </searchLink><i>NLM ISO Abbreviation: </i>Discov Oncol <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1007/s12672-025-04369-z
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      – TitleFull: Bioinformatics and machine learning integration reveals a novel 4-gene (GFUS, ARHGAP8, NBL1, and ACTB) biomarker model for prostate cancer.
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              Text: 2026 Feb 21
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