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2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank

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CALVO-MARIN, J; SALAZAR, FR; MORA-GOMEZ, V; LUTZ, M; TORREALBA-ACOSTA, G
Published in: Diabetes
June 5, 2026

Introduction and Objective: Multimorbidity is common in diabetes and affects long-term survival. We aimed to identify multimorbidity phenotypes and their link to 10-year all-cause mortality. Methods: We applied latent class analysis to 28,043 adults with diabetes using 22 comorbidity indicators and identified 4 multimorbidity phenotypes. Multivariable-adjusted Cox models were fitted. Results: Mortality was 19.1 per 1,000 person-years. Compared with minimally comorbid diabetes, the aHR for mortality risk increased across clusters of multimorbidity: hypertension-predominant cardiometabolic (1.24, 95% CI 1.16-1.32), high inflammatory and psycho-metabolic burden (1.48, 95% CI 1.33-1.64), and cancer-cardiometabolic high-burden (1.97, 95% CI 1.80-2.15). Conclusion: LCA-derived phenotypes capture mortality risk beyond single-condition approaches in diabetes.

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Published In

Diabetes

DOI

ISSN

0012-1797

Publication Date

June 5, 2026

Volume

75

Issue

Supplement_1

Publisher

American Diabetes Association

Related Subject Headings

  • Endocrinology & Metabolism
  • 32 Biomedical and clinical sciences
 

Citation

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Chicago
ICMJE
MLA
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CALVO-MARIN, J., SALAZAR, F. R., MORA-GOMEZ, V., LUTZ, M., & TORREALBA-ACOSTA, G. (2026). 2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank. In Diabetes (Vol. 75). American Diabetes Association. https://doi.org/10.2337/db26-2266-p
CALVO-MARIN, J. A. V. I. E. R., FRANCIS R. U. I. Z. SALAZAR, V. I. C. T. O. R. I. A. MORA-GOMEZ, M. I. C. H. A. E. L. LUTZ, and G. A. B. R. I. E. L. TORREALBA-ACOSTA. “2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank.” In Diabetes, Vol. 75. American Diabetes Association, 2026. https://doi.org/10.2337/db26-2266-p.
CALVO-MARIN J, SALAZAR FR, MORA-GOMEZ V, LUTZ M, TORREALBA-ACOSTA G. 2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank. In: Diabetes. American Diabetes Association; 2026.
CALVO-MARIN, J. A. V. I. E. R., et al. “2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank.” Diabetes, vol. 75, no. Supplement_1, American Diabetes Association, 2026. Crossref, doi:10.2337/db26-2266-p.
CALVO-MARIN J, SALAZAR FR, MORA-GOMEZ V, LUTZ M, TORREALBA-ACOSTA G. 2266-P: Multimorbidity Phenotypes in Diabetes and Their Association with All-Cause Mortality: A Latent Class Analysis in the UK Biobank. Diabetes. American Diabetes Association; 2026.

Published In

Diabetes

DOI

ISSN

0012-1797

Publication Date

June 5, 2026

Volume

75

Issue

Supplement_1

Publisher

American Diabetes Association

Related Subject Headings

  • Endocrinology & Metabolism
  • 32 Biomedical and clinical sciences