Protein diversity, type 2 diabetes, and effect modifiers: a multi-country prospective studyMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom.
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom.
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom.
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; Department of Public Health, Aarhus University, Aarhus, Denmark; Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark; Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark.
Department of Public Health, Aarhus University, Aarhus, Denmark.
Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain; Centro de Investigacion Biomedica en Red de Epidemiologia y Salud Publica (CIBERESP), Madrid, Spain.
Centro de Investigacion Biomedica en Red de Epidemiologia y Salud Publica (CIBERESP), Madrid, Spain; Department of Nutrition and Food Science, University of Granada, Granada, Spain; "Jose Mataix Verdu"Institute of Nutrition and Food Technology (INYTA), University of Granada, Granada, Spain; Instituto de Investigacion Biosanitaria de Granada (Ibs.Granada), University of Granada, Granada, Spain.
Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany.
Unit of Cancer Epidemiology, Citta della Salute e della Scienza University-Hospital, Turin, Italy.
Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany.
Osakidetza Basque Health Service, Cruces University Hospital, Preventive Medicine Deparment, Barakaldo, Spain.
Centro de Investigacion Biomedica en Red de Epidemiologia y Salud Publica (CIBERESP), Madrid, Spain; Instituto de Salud Publica y Laboral de Navarra, Gobierno de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), University Hospital of Navarra (HUN), Pamplona, Spain.
Department of Clinical Sciences and Medicine, Lund University, University Hospital Malmö, Malmö, Sweden.
Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy.
Faculty of Land and Food Systems, University of British Columbia, Vancouver, Canada; Collaboration for Outcomes Research and Evaluation, Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada; Centre for Advancing Health Outcomes, Providence Healthcare Research Institute, St Paul's Hospital, Vancouver, Canada.
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2025 (English)In: International Journal of Epidemiology, ISSN 0300-5771, E-ISSN 1464-3685, Vol. 54, no 3, article id dyaf057Article in journal (Refereed) Published
Abstract [en]
Background: Dietary diversity may affect type 2 diabetes (T2D) but no studies have examined protein diversity by source. We examined five diversity scores and the 10-year risk of T2D and effect modification.
Methods: A prospective study of 10 363 incident T2D cases and a representative sub-cohort of 13 937 individuals sampled from a cohort of 340 234 participants in eight European countries (1993-2007). Five diversity scores were derived from self-reported diet data (gr/day): diversity of food groups (range: 0-5); and diversity within subtype of vegetables (0-4); meat/alternatives (0-6); animal-protein (0-8); and plant-protein sources (0-5). Country-specific hazard ratios (HRs) and 95% confidence intervals (CIs) were obtained by using Prentice-weighted Cox regression and combined by using mixed-effects models. Models were stratified by sex (male/female) and obesity status (body mass index ≥ 30 kg/m2; waist circumference ≥ 88 cm for females and ≥102 cm for males).
Results: Daily intake of five food groups (versus up to three) was linked to lower T2D incidence overall [HR 0.86 (95% CI 0.75, 0.98)], in females [0.86 (0.77, 0.96)], and in people without central obesity [0.79 (0.70, 0.89)]. Three or more subtypes of plant protein were inversely associated with T2D overall [0.78 (0.65, 0.98)], in females [0.75 (0.62, 0.90)] and people without central obesity [0.82 (0.68, 1.00)]. Additionally, consuming three subtypes of vegetables was inversely associated with T2D overall [0.90 (0.83, 0.98)] and in males [0.85 (0.73, 0.99)].
Conclusion: Diabetes prevention may benefit not only from a diet consisting of five different food groups, but also from a diet that is diverse in plant-protein sources, with specific benefits for female Europeans and those without central obesity.
Place, publisher, year, edition, pages
Oxford University Press, 2025. Vol. 54, no 3, article id dyaf057
Keywords [en]
case-cohort study, dietary diversity, protein diversity, type 2 diabetes
National Category
Nutrition and Dietetics Epidemiology Public Health, Global Health and Social Medicine
Identifiers
URN: urn:nbn:se:umu:diva-241715DOI: 10.1093/ije/dyaf057ISI: 001504910300001PubMedID: 40492563Scopus ID: 2-s2.0-105008090537OAI: oai:DiVA.org:umu-241715DiVA, id: diva2:1981422
2025-07-042025-07-042025-07-04Bibliographically approved