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Gut microbiome signatures discriminate deep vein thrombosis through machine learning and metabolic analysis.

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Title: Gut microbiome signatures discriminate deep vein thrombosis through machine learning and metabolic analysis.
Authors: Lu CR; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan.; Division of Cardiovascular Medicine, Department of Internal Medicine, Everan Hospital, Taichung, Taiwan., Hu WP; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan., Hsu CH; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan., Wang CC; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Chang SS; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Lin YN; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Lin YK; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Chung WH; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Chang KC; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan., Wang JM; Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan.; Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan.; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Cho DY; Department of Neurosurgery, China Medical University Hospital, Taichung, Taiwan., Hsu YY; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan., Tsai HH; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan., Lai ZL; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan., Wang YJ; Department of Parasitology, School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan., Hsueh PR; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.; Department of Internal Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan., Lai HY; Department of Pharmacology, School of Medicine, College of Medicine, China Medical University, Taichung, 404328, Taiwan. golddigger815@yahoo.com.tw.
Source: Scientific reports [Sci Rep] 2026 Jun 19. Date of Electronic Publication: 2026 Jun 19.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: Gut microbiome signatures discriminate deep vein thrombosis through machine learning and metabolic analysis.
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  Data: <searchLink fieldCode="AU" term="%22Lu+CR%22">Lu CR</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan.; Division of Cardiovascular Medicine, Department of Internal Medicine, Everan Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hu+WP%22">Hu WP</searchLink>; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+CH%22">Hsu CH</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+CC%22">Wang CC</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+SS%22">Chang SS</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+YN%22">Lin YN</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+YK%22">Lin YK</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chung+WH%22">Chung WH</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+KC%22">Chang KC</searchLink>; Division of Cardiovascular Medicine, Department of Internal Medicine, China Medical University and Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+JM%22">Wang JM</searchLink>; Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan.; Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan.; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cho+DY%22">Cho DY</searchLink>; Department of Neurosurgery, China Medical University Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+YY%22">Hsu YY</searchLink>; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+HH%22">Tsai HH</searchLink>; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+ZL%22">Lai ZL</searchLink>; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+YJ%22">Wang YJ</searchLink>; Department of Parasitology, School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsueh+PR%22">Hsueh PR</searchLink>; Department of Laboratory Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.; Department of Internal Medicine, China Medical University Hospital, China Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+HY%22">Lai HY</searchLink>; Department of Pharmacology, School of Medicine, College of Medicine, China Medical University, Taichung, 404328, Taiwan. golddigger815@yahoo.com.tw.
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              Text: 2026 Jun 19
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