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Plasma metabolite association profiles for type 2 diabetes genetic clusters in Finnish men.

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Title: Plasma metabolite association profiles for type 2 diabetes genetic clusters in Finnish men.
Authors: Peng R; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Liu L; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Chu X; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Xia Z; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Fu Q; Department of Endocrinology and Metabolism, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China., Silva LF; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland., Ji X; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Hu X; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Liang Y; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China., Li J; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Ryan B; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Bose D; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Stringham HM; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Morrison J; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Wen X; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Scott LJ; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Burant CF; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA., Fauman E; Internal Medicine Research Unit, Pfizer Worldwide Research, Development and Medical, Cambridge, MA, USA., Yang T; Department of Endocrinology and Metabolism, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China., Boehnke M; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA. boehnke@umich.edu., Laakso M; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland. markku.laakso@uef.fi., Yin X; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China. xianyongyin@njmu.edu.cn.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China. xianyongyin@njmu.edu.cn.
Source: Diabetologia [Diabetologia] 2026 Jul; Vol. 69 (7), pp. 1869-1881. Date of Electronic Publication: 2026 Mar 18.
Publication Type: Journal Article
Journal Info: Publisher: Springer Verlag Country of Publication: Germany NLM ID: 0006777 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-0428 (Electronic) Linking ISSN: 0012186X NLM ISO Abbreviation: Diabetologia Subsets: MEDLINE
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  Data: Plasma metabolite association profiles for type 2 diabetes genetic clusters in Finnish men.
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  Data: <searchLink fieldCode="AU" term="%22Peng+R%22">Peng R</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Liu+L%22">Liu L</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Chu+X%22">Chu X</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Xia+Z%22">Xia Z</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Fu+Q%22">Fu Q</searchLink>; Department of Endocrinology and Metabolism, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Silva+LF%22">Silva LF</searchLink>; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland.<br /><searchLink fieldCode="AU" term="%22Ji+X%22">Ji X</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Hu+X%22">Hu X</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Liang+Y%22">Liang Y</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Ryan+B%22">Ryan B</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Bose+D%22">Bose D</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Stringham+HM%22">Stringham HM</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Morrison+J%22">Morrison J</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Wen+X%22">Wen X</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Scott+LJ%22">Scott LJ</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Burant+CF%22">Burant CF</searchLink>; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Fauman+E%22">Fauman E</searchLink>; Internal Medicine Research Unit, Pfizer Worldwide Research, Development and Medical, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Yang+T%22">Yang T</searchLink>; Department of Endocrinology and Metabolism, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Boehnke+M%22">Boehnke M</searchLink>; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA. boehnke@umich.edu.<br /><searchLink fieldCode="AU" term="%22Laakso+M%22">Laakso M</searchLink>; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland. markku.laakso@uef.fi.<br /><searchLink fieldCode="AU" term="%22Yin+X%22">Yin X</searchLink>; Department of Epidemiology, School of Public Health, Lianyungang Medical-Education Innovation and Research Center, Nanjing Medical University, Nanjing, China. xianyongyin@njmu.edu.cn.; Jiangsu Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Nanjing, China. xianyongyin@njmu.edu.cn.
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              Text: 2026 Jul
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