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Educational disparities in the association of protein diversity and type 2 diabetes: a multi-country population-based prospective case-cohort study

  • Hadis Mozaffari
  • , Fumiaki Imamura
  • , Rachel A. Murphy
  • , Stephen J. Sharp
  • , Nita G. Forouhi
  • , Nicholas J. Wareham
  • , Mahsa Jessri
  • , Daniel Borch Ibsen
  • , Christina C. Dahm
  • , Leila Luján-Barroso
  • , Maria Jose Sánchez
  • , Maria Dolores Chirlaque
  • , Sandra M. Colorado-Yohar
  • , Marcela Guevara
  • , Paula Jakszyn
  • , Salvatore Panico
  • , Fulvio Ricceri
  • , Olov Rolandsson
  • , Matthias B. Schulze
  • , Anna Winkvist
  • Annalijn I. Conklin*
*Corresponding author for this work

Research output: Indexed journal article Articlepeer-review

Abstract

Purpose: To investigate socio-economic disparities in the association between dietary diversity and type 2 diabetes (T2D). Methods: Prospective secondary analysis study of 10,363 incident cases of T2D over 12 years and a random sub-cohort of 13,937 individuals in the EPIC-InterAct case-cohort study. We used baseline self-reported diet data (1991–1998) to construct scores for diversity between food groups (range: 0–5) and diversity within subtypes of vegetables (0–4), and plant protein sources (0–5). Prentice-weighted Cox regressions estimated multivariable-adjusted hazard ratios (HR) and 95% confidence intervals of incident T2D for each diversity score stratified by education, employment, and marital status. Results: Overall group differences were evident for education in the association between plant-protein diversity and incident T2D (p for group effect = 0.04). University-educated participants consuming three plant-protein subtypes had 35% lower T2D incidence (HR 0.65 [95% CI: 0.45, 0.95]). Greater vegetable diversity (3–4 subtypes vs 0–1) was associated with 61%, 22% and 18% lower T2D incidence for, respectively, those who were single, had primary education or were employed. Total diet diversity (5 food groups versus ≤ 3) was associated with 43%, 30%, 20% and 15% lower T2D incidence for, respectively, those who were single, employed, had primary education or were married. Conclusion: Education modified the association between plant-protein diversity and T2D onset in European adults, and certain socioeconomic groups specifically benefited from higher diversity reducing T2D risk. Promoting diet diversity overall may support T2D prevention across populations, while tailored messages of plant-protein diversity may improve relevance and equity in nutrition and diabetes.

Original languageEnglish
Article number152
Number of pages12
JournalEuropean Journal of Nutrition
Volume65
Issue number4
DOIs
Publication statusPublished - 6 Jun 2026
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Educational disparities
  • Protein diversity
  • Socioeconomic status
  • Type 2 diabetes

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