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Updated: Jun 27, 2025

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Published on: January 12, 2024
Association between biological aging and diabetic retinopathy
Haoxian Tang1,2, Nan Luo1,3, Xuan Zhang1,4
1Shantou University Medical College, Shantou, Guangdong, China.
Biological aging, measured by biological age (BA) and phenotypic age (PA), is significantly associated with diabetic retinopathy (DR). These aging metrics predict DR risk more effectively than chronological age, highlighting potential anti-aging interventions for prevention.
Area of Science:
- Ophthalmology
- Gerontology
- Endocrinology
Background:
- Diabetic retinopathy (DR) is a significant complication of diabetes mellitus (DM).
- The impact of biological aging on DR risk is not fully understood.
- Chronological age (CA) may not fully capture aging-related DR risks.
Purpose of the Study:
- To investigate the association between biological aging metrics (biological age (BA) and phenotypic age (PA)) and diabetic retinopathy (DR).
- To compare the predictive power of BA and PA against CA for DR risk.
- To evaluate the clinical utility of BA and PA in DR prediction.
Main Methods:
- Utilized data from the National Health and Nutrition Survey (2005-2008).
- Calculated BA and PA from clinical markers.
- Employed survey-weighted multivariable logistic regression and restricted cubic splines for analysis.
- Assessed model performance using receiver operating characteristic (ROC) curves and decision curve analysis (DCA).
Main Results:
- Biological age (OR=1.12) and phenotypic age (OR=1.11) were significantly associated with DR, while chronological age was not (OR=1.01).
- BA and PA demonstrated superior predictive capability and clinical utility for DR compared to CA.
- Findings were consistent across subgroups, including those with diabetes mellitus adjusted for insulin use.
Conclusions:
- Biological aging, as indicated by BA and PA, is a stronger predictor of diabetic retinopathy risk than chronological age.
- BA and PA offer enhanced clinical utility for DR risk assessment.
- Emphasizes the importance of considering biological aging in DR prevention strategies and potential anti-aging interventions.
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