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Machine-learning assisted discovery unveils novel interplay between gut microbiota and host metabolic disturbance in diabetic kidney disease.

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Title: Machine-learning assisted discovery unveils novel interplay between gut microbiota and host metabolic disturbance in diabetic kidney disease.
Authors: Wu IW; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan., Liao YC; Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan., Tsai TH; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan., Lin CH; Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan., Shen ZQ; Department of Life Sciences and Institute of Genome Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan., Chan YH; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan., Tu CW; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan., Chou YJ; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan., Lo CJ; Metabolomics Core Laboratory, Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan., Yeh CH; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Thoracic and Cardiovascular Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan., Chen CY; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan., Pan HC; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan., Hsu HJ; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan., Lee CC; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan., Cheng ML; Metabolomics Core Laboratory, Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan.; Clinical Metabolomics Core Laboratory, Chang Gung Memorial Hospital, Taoyuan, Taiwan.; Department of Biomedical Sciences, College of Medicine, Chang Gung University (MLC), Taoyuan, Taiwan., Sheu WH; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan.; Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Lai CC; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Ophthalmology, Chang Gung Memorial Hospital, Keelung, Taiwan., Sytwu HK; National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Miaoli, Taiwan.; Department & Graduate Institute of Microbiology and Immunology, National Defense Medical Center, Taipei, Taiwan., Tsai TF; Department of Life Sciences and Institute of Genome Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan.; Center for Healthy Longevity and Aging Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Source: Gut microbes [Gut Microbes] 2025 Dec; Vol. 17 (1), pp. 2473506. Date of Electronic Publication: 2025 Mar 06.
Publication Type: Journal Article
Journal Info: Publisher: Taylor & Francis Country of Publication: United States NLM ID: 101495343 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1949-0984 (Electronic) Linking ISSN: 19490976 NLM ISO Abbreviation: Gut Microbes Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine-learning assisted discovery unveils novel interplay between gut microbiota and host metabolic disturbance in diabetic kidney disease.
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  Data: <searchLink fieldCode="AU" term="%22Wu+IW%22">Wu IW</searchLink>; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liao+YC%22">Liao YC</searchLink>; Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+TH%22">Tsai TH</searchLink>; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+CH%22">Lin CH</searchLink>; Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shen+ZQ%22">Shen ZQ</searchLink>; Department of Life Sciences and Institute of Genome Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chan+YH%22">Chan YH</searchLink>; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tu+CW%22">Tu CW</searchLink>; Advanced Tech BU, Acer Inc, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chou+YJ%22">Chou YJ</searchLink>; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lo+CJ%22">Lo CJ</searchLink>; Metabolomics Core Laboratory, Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yeh+CH%22">Yeh CH</searchLink>; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Thoracic and Cardiovascular Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+CY%22">Chen CY</searchLink>; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Pan+HC%22">Pan HC</searchLink>; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+HJ%22">Hsu HJ</searchLink>; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+CC%22">Lee CC</searchLink>; Department of Nephrology, Chang Gung Memorial Hospital, Keelung, Taiwan.; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+ML%22">Cheng ML</searchLink>; Metabolomics Core Laboratory, Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan.; Clinical Metabolomics Core Laboratory, Chang Gung Memorial Hospital, Taoyuan, Taiwan.; Department of Biomedical Sciences, College of Medicine, Chang Gung University (MLC), Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sheu+WH%22">Sheu WH</searchLink>; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan.; Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+CC%22">Lai CC</searchLink>; Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Ophthalmology, Chang Gung Memorial Hospital, Keelung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sytwu+HK%22">Sytwu HK</searchLink>; National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Miaoli, Taiwan.; Department & Graduate Institute of Microbiology and Immunology, National Defense Medical Center, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+TF%22">Tsai TF</searchLink>; Department of Life Sciences and Institute of Genome Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan.; Center for Healthy Longevity and Aging Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101495343%22">Gut microbes</searchLink> [Gut Microbes] 2025 Dec; Vol. 17 (1), pp. 2473506. <i>Date of Electronic Publication: </i>2025 Mar 06.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Taylor+%26+Francis%22">Taylor & Francis </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101495343 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1949-0984 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219490976%22">19490976 </searchLink><i>NLM ISO Abbreviation: </i>Gut Microbes <i>Subsets: </i>MEDLINE
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        Value: 10.1080/19490976.2025.2473506
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      – Code: eng
        Text: English
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              Text: 2025 Dec
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