Gut microbiome composition and functional potential associate with incident type 2 diabetes in 4,685 adults from a Swedish prospective cohort
Journal article, 2026

Cross-sectional studies link gut microbiome alterations to type 2 diabetes (T2D), but prospective evidence remains limited. We aim to identify taxonomic and functional features associated with future T2D risk. We analyze shotgun metagenomic data from 4,685 participants (mean age, 73.9 years; 49.0% women) in the Swedish SIMPLER cohort, followed for a median 5.3 years, during which 383 developed T2D. Six species are associated with increased T2D risk: Desulfovibrio piger, Alistipes communis, Alistipes finegoldii, Akkermansia muciniphila, Ruminococcus gnavus, and GGB3614_SGB4886 (Lachnospiraceae), while three are protective: Erysipelotrichaceae bacterium, Coprococcus catus, and Clostridia unclassified SGB6317. We observe context-specific associations, including a dietary fiber-modified effect for A. muciniphilaindicative of diet-dependent patterns. Three gut metabolic modules are associated with incident T2D: asparagine degradation (higher risk), mannose degradation, and the non-oxidative pentose phosphate pathway (lower risk). These prospective findings offer insights into T2D etiology and may support microbiome-informed strategies for risk prediction and prevention.

gut microbiome microbial functional potential shotgun sequencing prospective cohort study machine learning incident type 2 diabetes

Author

Gael Toubon

Chalmers, Life Sciences, Food and Nutrition Science

Fredrik Boulund

Karolinska Institutet

Cecilia Martinez Escobedo

Chalmers, Life Sciences, Food and Nutrition Science

Carl Brunius

Chalmers, Life Sciences, Food and Nutrition Science

Lars Engstrand

Karolinska Institutet

Susanna Larsson

Karolinska Institutet

Elise Nordin

Chalmers, Life Sciences, Food and Nutrition Science

Ina Schuppe-Koistinen

Karolinska Institutet

Alicja Wolk

Karolinska Institutet

Clemens Wittenbecher

Chalmers, Life Sciences, Food and Nutrition Science

Rikard Landberg

Chalmers, Life Sciences, Food and Nutrition Science

Cell Reports Medicine

2666-3791 (ISSN) 2666-3791 (eISSN)

Innovative pulse and cereal-based food fermentations for human health and sustainable diets (HealthFerm )

European Commission (EC) (101060247), 2022-09-01 -- 2026-08-31.

Subject Categories (SSIF 2025)

Endocrinology and Diabetes

DOI

10.1016/j.xcrm.2026.102835

More information

Created

6/1/2026 9