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Open Access
Peer-reviewed
Research Article
A nutritional biomarker score of the Mediterranean diet and incident type 2 diabetes: Integrated analysis of data from the MedLey randomised controlled trial and the EPIC-InterAct case-cohort study
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Jakub G. Sobiecki,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing
Affiliation MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom
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Fumiaki Imamura,
Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing
Affiliation MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom
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Courtney R. Davis,
Roles Investigation, Methodology, Writing – review & editing
Affiliation Alliance for Research in Exercise, Nutrition and Activity, UniSA Clinical and Health Sciences, University of South Australia, Adelaide, Australia
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Stephen J. Sharp,
Roles Investigation, Methodology, Supervision, Writing – review & editing
Affiliation MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom
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Albert Koulman,
Roles Data curation, Investigation, Methodology, Resources, Writing – review & editing
Affiliations MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom, Nutritional Biomarker Laboratory, National Institute for Health Research Biomedical Research Centre, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
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Jonathan M. Hodgson,
Roles Investigation, Methodology, Writing – review & editing
Affiliations Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia, Medical School, University of Western Australia, Perth, Australia
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Marcela Guevara,
Roles Investigation, Methodology, Writing – review & editing
Affiliations Navarra Public Health Institute, Pamplona, Spain, CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain, Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
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Matthias B. Schulze,
Roles Investigation, Methodology, Writing – review & editing
Affiliations Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany, German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany, Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
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Ju-Sheng Zheng,
Roles Investigation, Methodology, Writing – review & editing
Affiliations MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom, Key Laboratory of Growth Regulation and Translation Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China
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Claudia Agnoli,
Roles Investigation, Resources, Writing – review & editing
Affiliation Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
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Catalina Bonet,
Roles Investigation, Resources, Writing – review & editing
Affiliations Unit of Nutrition and Cancer, Catalan Institute of Oncology—ICO, L’Hospitalet de Llobregat, Barcelona, Spain, Nutrition and Cancer Group, Bellvitge Biomedical Research Institute—IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
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Sandra M. Colorado-Yohar,
Roles Investigation, Resources, Writing – review & editing
Affiliations CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain, Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain, Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
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Guy Fagherazzi,
Roles Investigation, Resources, Writing – review & editing
Affiliations Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Insitute of Health, Strassen, Luxembourg, Center of Epidemiology and Population Health UMR 1018, Inserm, Paris South—Paris Saclay University, Gustave Roussy Institute, Villejuif, France
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Paul W. Franks,
Roles Investigation, Resources, Writing – review & editing
Affiliation Department of Clinical Sciences, Lund University, Malmö, Sweden
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Thomas E. Gundersen,
Roles Data curation, Investigation, Resources, Writing – review & editing
Affiliation Vitas AS, Oslo, Norway
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Franziska Jannasch,
Roles Investigation, Resources, Writing – review & editing
Affiliations Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany, German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
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Rudolf Kaaks,
Roles Investigation, Resources, Writing – review & editing
Affiliation Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Verena Katzke,
Roles Investigation, Resources, Writing – review & editing
Affiliation Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Esther Molina-Montes,
Roles Investigation, Resources, Writing – review & editing
Affiliations CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain, Institute of Nutrition and Food Technology (INYTA) ‘José Mataix’, Biomedical Research Centre, University of Granada, Granada, Spain, Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain, Department of Nutrition and Food Science, University of Granada, Granada, Spain
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Peter M. Nilsson,
Roles Investigation, Resources, Writing – review & editing
Affiliation Department of Clinical Sciences, Lund University, Malmö, Sweden
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Domenico Palli,
Roles Investigation, Resources, Writing – review & editing
Affiliation Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network—ISPRO, Florence, Italy
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Salvatore Panico,
Roles Conceptualization, Investigation, Resources, Writing – review & editing
Affiliation Department of Mental, Physical Health and Preventive Medicine, University “L. Vanvitelli”, Naples, Italy
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Keren Papier,
Roles Investigation, Resources, Writing – review & editing
Affiliation Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
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Olov Rolandsson,
Roles Investigation, Resources, Writing – review & editing
Affiliation Department of Public Health and Clinical Medicine, Family Medicine, Umeå University, Umeå, Sweden
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Carlotta Sacerdote,
Roles Investigation, Resources, Writing – review & editing
Affiliation Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Turin, Italy
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Anne Tjønneland,
Roles Investigation, Resources, Writing – review & editing
Affiliations Danish Cancer Society Research Center, Copenhagen, Denmark, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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Tammy Y. N. Tong,
Roles Investigation, Resources, Writing – review & editing
Affiliation Department of Mental, Physical Health and Preventive Medicine, University “L. Vanvitelli”, Naples, Italy
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Yvonne T. van der Schouw,
Roles Investigation, Resources, Writing – review & editing
Affiliation Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
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John Danesh,
Roles Funding acquisition, Investigation, Resources, Writing – review & editing
Affiliations BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom, NIHR Blood and Transplant Research Unit in Donor Health and Genomics, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom, British Heart Foundation Cambridge Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke’s Hospital, Cambridge, United Kingdom, Department of Human Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom, Health Data Research UK Cambridge, University of Cambridge, Cambridge, United Kingdom
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Adam S. Butterworth,
Roles Funding acquisition, Investigation, Resources, Writing – review & editing
Affiliations BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom, NIHR Blood and Transplant Research Unit in Donor Health and Genomics, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
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Elio Riboli,
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – review & editing
Affiliation School of Public Health, Imperial College London, London, United Kingdom
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Karen J. Murphy,
Roles Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – review & editing
Affiliation Alliance for Research in Exercise, Nutrition and Activity, UniSA Clinical and Health Sciences, University of South Australia, Adelaide, Australia
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Nicholas J. Wareham ,
Contributed equally to this work with: Nicholas J. Wareham, Nita G. Forouhi
Roles Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – review & editing
Affiliation MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom
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Nita G. Forouhi
Contributed equally to this work with: Nicholas J. Wareham, Nita G. Forouhi
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: nita.forouhi@mrc-epid.cam.ac.uk
Affiliation MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom
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A nutritional biomarker score of the Mediterranean diet and incident type 2 diabetes: Integrated analysis of data from the MedLey randomised controlled trial and the EPIC-InterAct case-cohort study
- Jakub G. Sobiecki,
- Fumiaki Imamura,
- Courtney R. Davis,
- Stephen J. Sharp,
- Albert Koulman,
- Jonathan M. Hodgson,
- Marcela Guevara,
- Matthias B. Schulze,
- Ju-Sheng Zheng,
- Claudia Agnoli
- Published: April 27, 2023
- https://doi.org/10.1371/journal.pmed.1004221