# Higher intake of dietary dicarbonyl compounds is associated with lower incidence of type 2 diabetes: European Prospective Investigation into Cancer and Nutrition (EPIC)-InterAct case-cohort study

**Authors:** Kim Maasen, Ana-Lucia Mayen, Claudia Hana, Viktoria Knaze, Marleen M. J. van Greevenbroek, Simone J. P. M. Eussen, Charlotte Debras, Coen D. A. Stehouwer, Anne Tjønneland, Cecilie Kyrø, Daniel B. Ibsen, Christina C. Dah, Francesca Mancini, Nasser Laouali, Mariem Hajji, Matthias B. Schulze, Rashmita Bajracharya, Verena Katzke, Giovanna Masala, Fabrizio Pasanisi, Lorenzo Milani, Valeria Pala, Marta Farràs Mañé, Conchi Moreno-Iribas, Miguel Rodriguez-Barranco, Sandra Milena Colorado Yohar, Olatz Mokoroa, Keren Papier, Elisabete Weiderpass, Heinz Freisling, Nicholas J. Wareham, Nita G. Forouhi, Sofia Christakoudi, Philippe Vangrieken, Mazda Jenab, Casper G. Schalkwijk

PMC · DOI: 10.1007/s00394-026-03904-0 · European Journal of Nutrition · 2026-03-17

## TL;DR

Higher dietary intake of certain dicarbonyl compounds is linked to a lower risk of developing type 2 diabetes.

## Contribution

This study reveals a protective effect of dietary dicarbonyls against type 2 diabetes, contrasting with their harmful effects when formed endogenously.

## Key findings

- Higher intake of methylglyoxal (MGO) and 3-deoxyglucosone (3-DG) was associated with lower type 2 diabetes risk.
- No significant association was found for glyoxal (GO) intake and diabetes risk.
- The protective effect of dietary dicarbonyls contrasts with the harmful effects of endogenously formed dicarbonyls.

## Abstract

Dicarbonyls are reactive precursors of advanced glycation end-products. They are formed during food processing, and endogenously in humans during glycolysis and lipid peroxidation. Higher plasma dicarbonyls, particularly methylglyoxal (MGO), promote insulin resistance and type 2 diabetes, but the association between dietary dicarbonyls intake and type 2 diabetes is unknown. This study examined the associations between dietary dicarbonyls and type 2 diabetes incidence.

11,995 incident type 2 diabetes cases and a sub-cohort of 15,797 controls from the prospective multi-center European Prospective Investigation into Cancer and Nutrition (EPIC)-InterAct cohort were included. Intakes of three major dicarbonyls MGO, glyoxal [GO], and 3-deoxyglucosone [3-DG] were estimated at baseline using dietary questionnaires. Type 2 diabetes risk according to dietary dicarbonyl intake was estimated by multivariable-adjusted hazard ratios from Prentice-weighted Cox-regression analyses.

Higher intakes of MGO (sample-specific mean intake 3.4 ± 1.3 mg/d) and 3-DG (13.8 ± 10.5) were associated with lower incidence of type 2 diabetes (HR 0.92 [95% CI 0.90–0.95] for 1 SD higher MGO intake and 0.93 [0.90–0.95] for 1 SD higher 3-DG intake). No associations were observed for dietary GO.

Participants who consumed more dietary dicarbonyls MGO and 3-DG had a lower risk to develop type 2 diabetes. This protective association contrasts with the harmful effects on type 2 diabetes risk reported for endogenously formed dicarbonyls.

The online version contains supplementary material available at 10.1007/s00394-026-03904-0.

## Linked entities

- **Chemicals:** methylglyoxal (PubChem CID 880), glyoxal (PubChem CID 7860), 3-deoxyglucosone (PubChem CID 114839)
- **Diseases:** type 2 diabetes (MONDO:0005148)

## Full-text entities

- **Genes:** GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}, GGTLC5P (gamma-glutamyltransferase light chain 5 pseudogene) [NCBI Gene 653590] {aka GGT}, KEAP1 (kelch like ECH associated protein 1) [NCBI Gene 9817] {aka INrf2, KLHL19}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** Cancer (MESH:D009369), obesity (MESH:D009765), Type 2 diabetes (MESH:D003924), AGEs (MESH:D020178), myocardial infarction (MESH:D009203), stroke (MESH:D020521), impaired insulin sensitivity (MESH:D007333), Chronic Kidney Disease (MESH:D051436), diabetes (MESH:D003920), inflammation (MESH:D007249), adiposity (MESH:D018205), hypertension (MESH:D006973), cardiovascular disease (MESH:D002318), impaired glucose tolerance (MESH:D018149)
- **Chemicals:** olive oil (MESH:D000069463), AGE (MESH:D017127), GO (MESH:D006037), creatinine (MESH:D003404), 3-DG 3-Deoxyglucosone (-), MGO (MESH:D011765), lipid (MESH:D008055), glucose (MESH:D005947), alcohol (MESH:D000438), 3-DG (MESH:C016350), polyphenols (MESH:D059808)
- **Species:** gut metagenome (species) [taxon 749906], Drosophila melanogaster (fruit fly, species) [taxon 7227], Homo sapiens (human, species) [taxon 9606]

## Full text

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Source: https://tomesphere.com/paper/PMC12996025