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Associations of Multiomics Biological Aging With Diabetic Retinopathy and Life Expectancy
Jun Yu1,2, Yue Lan Gao1, Yuzhou Zhang1
1Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China.
Investigative Ophthalmology & Visual Science
|June 17, 2026
Summary
Advanced biological aging, measured by metabolomics and proteomics, increases diabetic retinopathy (DR) risk and reduces life expectancy in individuals with DR, independent of diabetes control.
Area of Science:
- Biomedical Science
- Aging Research
- Ophthalmology
Background:
- Diabetic retinopathy (DR) is a major complication of diabetes, leading to vision loss.
- Biological aging, assessed through omics data, may influence DR development and prognosis.
- Understanding the link between biological aging and DR is crucial for patient management.
Purpose of the Study:
- To investigate the association between omics-based biological aging and the risk of diabetic retinopathy (DR).
- To examine the relationship between biological aging and life expectancy in individuals with DR.
Main Methods:
- Utilized UK Biobank data from 68,672 participants (metabolomic cohort) and 8,716 (proteomic cohort) with diabetes or prediabetes.
- Estimated biological age using metabolomic aging score and proteomic age (ProtAgeGap).
- Assessed DR risk using logistic and Cox regression; life expectancy via survival curves.
Main Results:
- Higher metabolomic aging score and ProtAgeGap correlated with increased prevalent DR risk.
- Advanced biological aging independently increased incident DR risk (HRs: 1.73 and 1.12, respectively).
- Individuals with DR had reduced life expectancy; advanced metabolomic aging further decreased it.
Conclusions:
- Omics-based biological aging is significantly associated with higher diabetic retinopathy risk.
- Advanced metabolomic aging is linked to reduced life expectancy among DR patients.
- These associations are independent of and additive to glycemic control and diabetes duration.
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