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Protein diversity, type 2 diabetes, and effect modifiers: a multi-country prospective study

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dc.contributor.author Mozaffari, Hadis; Imamura, Fumiaki; Murphy, Rachel A.; Jessri, Mahsa; Sharp, Stephen J.; Forouhi, Nita G.; Wareham, Nicholas J.; Ibsen, Daniel B.; Dahm, Christina C.; Huerta, Jose Maria; Molina-Montes, Esther; Nickel, Daniela, V; Rolandsson, Olov; Sacerdote, Carlotta; Schulze, Matthias B.; Gonzalez-Martin, Jon Ander; Guevara, Marcela; Nilsson, Peter M.; Panico, Salvatore; Winkvist, Anna; Conklin, Annalijn, I
dc.date.accessioned 2026-03-10T11:53:56Z
dc.date.available 2026-03-10T11:53:56Z
dc.date.issued 2025-04-12
dc.identifier.citation Mozaffari H, Imamura F, Murphy RA, Jessri M, Sharp SJ, Forouhi NG, et al. Protein diversity, type 2 diabetes, and effect modifiers: a multi-country prospective study. International Journal of Epidemiology. 12 de abril de 2025;54(3):dyaf057. doi:10.1093/ije/dyaf057
dc.identifier.issn 0300-5771
dc.identifier.uri https://sms.carm.es/ricsmur/handle/123456789/25333
dc.description.abstract 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.
dc.language.iso eng
dc.publisher OXFORD UNIV PRESS
dc.rights Atribución/Reconocimiento-NoComercial-SinDerivados 4.0 Internacional
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject.mesh Humans
dc.subject.mesh Diabetes Mellitus, Type 2/epidemiology
dc.subject.mesh Female
dc.subject.mesh Male
dc.subject.mesh Prospective Studies
dc.subject.mesh Middle Aged
dc.subject.mesh Dietary Proteins/administration & dosage
dc.subject.mesh Diet/statistics & numerical data
dc.subject.mesh Europe/epidemiology
dc.subject.mesh Adult
dc.subject.mesh Aged
dc.subject.mesh Incidence
dc.subject.mesh Vegetables
dc.subject.mesh Proportional Hazards Models
dc.subject.mesh Body Mass Index
dc.subject.mesh Risk Factors
dc.subject.mesh Obesity/epidemiology
dc.subject.mesh Meat
dc.title Protein diversity, type 2 diabetes, and effect modifiers: a multi-country prospective study
dc.type info:eu-repo/semantics/article
dc.identifier.pmid 40492563
dc.relation.publisherversion https://academic.oup.com/ije/article/doi/10.1093/ije/dyaf057/8159615
dc.type.version info:eu-repo/semantics/publishedVersion
dc.identifier.doi 10.1093/ije/dyaf057
dc.journal.title International Journal of Epidemiology
dc.identifier.essn 1464-3685


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