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Can biological age (BA) help identify risk and timing of complications in diabetes? An observational analysis published in Diabetes, Obesity and Metabolism evaluated the association between BA and the development of complications in individuals with diabetes.

The study analyzed data from 686,410 patients with diabetes using the National Health Insurance Service–National Health Information Database (NHIS-NHID). All participants underwent health examinations between 2009 and 2010 and were followed through 2020. A BA model was developed to estimate health and aging status and to assess its relationship with complication risk and timing of onset.

Across both sexes, higher corrected BA was associated with higher incidence of all diabetes-related complications (p < 0.05). Higher BA was also associated with shorter time to onset of complications (p < 0.05). These patterns were consistent across outcomes evaluated in the cohort.

These findings show that higher biological age was associated with increased risk and earlier onset of complications in individuals with diabetes.

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Key highlights

  • Higher BA showed increased risk of diabetes-related complications.
  • Higher BA showed shorter time to complication onset.
  • Associations observed consistently across both sexes.
  • BA model used long-term data from a national cohort.
Source

Bae CY, Kim BS, Kim IH, Jeon MH. An 11-year study to predict major complications according to biological age in patients with diabetes: National Health Information Database (NHIS-NHID 2002-2020). Diabetes Metab Res Rev. Published online April 17, 2026. doi:10.1002/dmrr.70170 

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Biological Age May Help Identify Risk of Diabetes Complications
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An analysis of 686,410 patients shows a higher biological age linked with a higher complication risk and earlier onset in diabetes.

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