Data-driven phenotypic profiling of prediabetes reveals heterogeneous cardiometabolic risks in Chinese adults.

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Title: Data-driven phenotypic profiling of prediabetes reveals heterogeneous cardiometabolic risks in Chinese adults.
Authors: Jia X; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Wang S; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Wang J; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Ding Y; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Li M; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Lin Y; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Zheng R; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Huang F; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Wei H; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Hu C; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Xu Y; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Lin H; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Xu M; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Wang T; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Qiao H; The Second Affiliated Hospital of Harbin Medical University, Harbin, China., Qin G; The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Qin Y; The First Affiliated Hospital of Guangxi Medical University, Nanning, China., Tang X; The First Hospital of Lanzhou University, Lanzhou, China., Ye Z; Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China., Hu R; Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China., Shi L; The Affiliated Hospital of Guiyang Medical College, Guiyang, China., Su Q; Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China., Yu X; Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China., Yan L; Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China., Wan Q; The Affiliated Hospital of Southwest Medical University, Luzhou, China., Chen G; Fujian Provincial Hospital, Fujian Medical University, Fuzhou, China., Gao Z; Department of Endocrinology, Central Hospital of Dalian University of Technology, Dalian, China., Wang G; The First Hospital of Jilin University, Changchun, China., Shen F; The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Gu X; The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Luo Z; The First Affiliated Hospital of Guangxi Medical University, Nanning, China., Chen L; Qilu Hospital of Shandong University, Jinan, China., Hou X; Qilu Hospital of Shandong University, Jinan, China., Li Q; The Second Affiliated Hospital of Harbin Medical University, Harbin, China., Huo Y; Jiangxi Provincial People's Hospital Affiliated to Nanchang University, Nanchang, China., Zhang Y; Central Hospital of Shanghai Jiading District, Shanghai, China., Zeng T; Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China., Liu C; Jiangsu Province Hospital on Integration of Chinese and Western Medicine, Nanjing, China., Wang Y; The First Affiliated Hospital of Anhui Medical University, Hefei, China., Wu S; Karamay Municipal People's Hospital, Xinjiang, China., Yang T; The First Affiliated Hospital of Nanjing Medical University, Nanjing, China., Deng H; The First Affiliated Hospital of Chongqing Medical University, Chongqing, China., Li D; Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA., Lai S; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA., Chen L; Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China., Zhao J; Shandong Provincial Hospital affiliated to Shandong University, Jinan, China., Mu Y; Chinese People's Liberation Army General Hospital, Beijing, China., Ning G; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China., Bi Y; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. byf10784@rjh.com.cn.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. byf10784@rjh.com.cn., Wang W; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. wqingw61@163.com.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. wqingw61@163.com., Lu J; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. jielilu@hotmail.com.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. jielilu@hotmail.com.
Corporate Authors: 4C study author
Source: Cardiovascular diabetology [Cardiovasc Diabetol] 2025 Dec 02; Vol. 25 (1), pp. 3. Date of Electronic Publication: 2025 Dec 02.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101147637 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2840 (Electronic) Linking ISSN: 14752840 NLM ISO Abbreviation: Cardiovasc Diabetol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Data-driven phenotypic profiling of prediabetes reveals heterogeneous cardiometabolic risks in Chinese adults.
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  Data: <searchLink fieldCode="AU" term="%22Jia+X%22">Jia X</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+S%22">Wang S</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Ding+Y%22">Ding Y</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Li+M%22">Li M</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Lin+Y%22">Lin Y</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zheng+R%22">Zheng R</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Huang+F%22">Huang F</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wei+H%22">Wei H</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Hu+C%22">Hu C</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Xu+Y%22">Xu Y</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Lin+H%22">Lin H</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Xu+M%22">Xu M</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+T%22">Wang T</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Qiao+H%22">Qiao H</searchLink>; The Second Affiliated Hospital of Harbin Medical University, Harbin, China.<br /><searchLink fieldCode="AU" term="%22Qin+G%22">Qin G</searchLink>; The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Qin+Y%22">Qin Y</searchLink>; The First Affiliated Hospital of Guangxi Medical University, Nanning, China.<br /><searchLink fieldCode="AU" term="%22Tang+X%22">Tang X</searchLink>; The First Hospital of Lanzhou University, Lanzhou, China.<br /><searchLink fieldCode="AU" term="%22Ye+Z%22">Ye Z</searchLink>; Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Hu+R%22">Hu R</searchLink>; Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Shi+L%22">Shi L</searchLink>; The Affiliated Hospital of Guiyang Medical College, Guiyang, China.<br /><searchLink fieldCode="AU" term="%22Su+Q%22">Su Q</searchLink>; Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Yu+X%22">Yu X</searchLink>; Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Yan+L%22">Yan L</searchLink>; Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Wan+Q%22">Wan Q</searchLink>; The Affiliated Hospital of Southwest Medical University, Luzhou, China.<br /><searchLink fieldCode="AU" term="%22Chen+G%22">Chen G</searchLink>; Fujian Provincial Hospital, Fujian Medical University, Fuzhou, China.<br /><searchLink fieldCode="AU" term="%22Gao+Z%22">Gao Z</searchLink>; Department of Endocrinology, Central Hospital of Dalian University of Technology, Dalian, China.<br /><searchLink fieldCode="AU" term="%22Wang+G%22">Wang G</searchLink>; The First Hospital of Jilin University, Changchun, China.<br /><searchLink fieldCode="AU" term="%22Shen+F%22">Shen F</searchLink>; The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Gu+X%22">Gu X</searchLink>; The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Luo+Z%22">Luo Z</searchLink>; The First Affiliated Hospital of Guangxi Medical University, Nanning, China.<br /><searchLink fieldCode="AU" term="%22Chen+L%22">Chen L</searchLink>; Qilu Hospital of Shandong University, Jinan, China.<br /><searchLink fieldCode="AU" term="%22Hou+X%22">Hou X</searchLink>; Qilu Hospital of Shandong University, Jinan, China.<br /><searchLink fieldCode="AU" term="%22Li+Q%22">Li Q</searchLink>; The Second Affiliated Hospital of Harbin Medical University, Harbin, China.<br /><searchLink fieldCode="AU" term="%22Huo+Y%22">Huo Y</searchLink>; Jiangxi Provincial People's Hospital Affiliated to Nanchang University, Nanchang, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Central Hospital of Shanghai Jiading District, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zeng+T%22">Zeng T</searchLink>; Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Liu+C%22">Liu C</searchLink>; Jiangsu Province Hospital on Integration of Chinese and Western Medicine, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; The First Affiliated Hospital of Anhui Medical University, Hefei, China.<br /><searchLink fieldCode="AU" term="%22Wu+S%22">Wu S</searchLink>; Karamay Municipal People's Hospital, Xinjiang, China.<br /><searchLink fieldCode="AU" term="%22Yang+T%22">Yang T</searchLink>; The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Deng+H%22">Deng H</searchLink>; The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Li+D%22">Li D</searchLink>; Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.<br /><searchLink fieldCode="AU" term="%22Lai+S%22">Lai S</searchLink>; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.<br /><searchLink fieldCode="AU" term="%22Chen+L%22">Chen L</searchLink>; Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zhao+J%22">Zhao J</searchLink>; Shandong Provincial Hospital affiliated to Shandong University, Jinan, China.<br /><searchLink fieldCode="AU" term="%22Mu+Y%22">Mu Y</searchLink>; Chinese People's Liberation Army General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Ning+G%22">Ning G</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Bi+Y%22">Bi Y</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. byf10784@rjh.com.cn.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. byf10784@rjh.com.cn.<br /><searchLink fieldCode="AU" term="%22Wang+W%22">Wang W</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. wqingw61@163.com.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. wqingw61@163.com.<br /><searchLink fieldCode="AU" term="%22Lu+J%22">Lu J</searchLink>; Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. jielilu@hotmail.com.; Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Digital Medicine Innovation Center, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China. jielilu@hotmail.com.
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  Data: <searchLink fieldCode="JN" term="%22101147637%22">Cardiovascular diabetology</searchLink> [Cardiovasc Diabetol] 2025 Dec 02; Vol. 25 (1), pp. 3. <i>Date of Electronic Publication: </i>2025 Dec 02.
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      – TitleFull: Data-driven phenotypic profiling of prediabetes reveals heterogeneous cardiometabolic risks in Chinese adults.
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          Name:
            NameFull: Qiao H
      – PersonEntity:
          Name:
            NameFull: Qin G
      – PersonEntity:
          Name:
            NameFull: Qin Y
      – PersonEntity:
          Name:
            NameFull: Tang X
      – PersonEntity:
          Name:
            NameFull: Ye Z
      – PersonEntity:
          Name:
            NameFull: Hu R
      – PersonEntity:
          Name:
            NameFull: Shi L
      – PersonEntity:
          Name:
            NameFull: Su Q
      – PersonEntity:
          Name:
            NameFull: Yu X
      – PersonEntity:
          Name:
            NameFull: Yan L
      – PersonEntity:
          Name:
            NameFull: Wan Q
      – PersonEntity:
          Name:
            NameFull: Chen G
      – PersonEntity:
          Name:
            NameFull: Gao Z
      – PersonEntity:
          Name:
            NameFull: Wang G
      – PersonEntity:
          Name:
            NameFull: Shen F
      – PersonEntity:
          Name:
            NameFull: Gu X
      – PersonEntity:
          Name:
            NameFull: Luo Z
      – PersonEntity:
          Name:
            NameFull: Chen L
      – PersonEntity:
          Name:
            NameFull: Hou X
      – PersonEntity:
          Name:
            NameFull: Li Q
      – PersonEntity:
          Name:
            NameFull: Huo Y
      – PersonEntity:
          Name:
            NameFull: Zhang Y
      – PersonEntity:
          Name:
            NameFull: Zeng T
      – PersonEntity:
          Name:
            NameFull: Liu C
      – PersonEntity:
          Name:
            NameFull: Wang Y
      – PersonEntity:
          Name:
            NameFull: Wu S
      – PersonEntity:
          Name:
            NameFull: Yang T
      – PersonEntity:
          Name:
            NameFull: Deng H
      – PersonEntity:
          Name:
            NameFull: Li D
      – PersonEntity:
          Name:
            NameFull: Lai S
      – PersonEntity:
          Name:
            NameFull: Chen L
      – PersonEntity:
          Name:
            NameFull: Zhao J
      – PersonEntity:
          Name:
            NameFull: Mu Y
      – PersonEntity:
          Name:
            NameFull: Ning G
      – PersonEntity:
          Name:
            NameFull: Bi Y
      – PersonEntity:
          Name:
            NameFull: Wang W
      – PersonEntity:
          Name:
            NameFull: Lu J
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 02
              M: 12
              Text: 2025 Dec 02
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1475-2840
          Numbering:
            – Type: volume
              Value: 25
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Cardiovascular diabetology
              Type: main
ResultId 1