ArticleScientific reports2024
Association between biological aging and diabetic retinopathy.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Homocysteine and mitophagy in diabetic retinopathy: unraveling the underlying molecular crosstalk.Endocrine · 2026Review
- Outer Retinal Volume on Macular OCT Predicts Two-Year Diabetic Retinopathy Progression.Investigative ophthalmology & visual science · 2026Observational
- Associations of Multiomics Biological Aging With Diabetic Retinopathy and Life Expectancy.Investigative ophthalmology & visual science · 2026Article
- Biological age acceleration, genetic susceptibility, and incident diabetic retinopathy risk: A prospective cohort study.The journal of nutrition, health & aging · 2026Article
- Diabetes mellitus as a multisystem disease: understanding subtypes, complications, and the link with steatotic liver diseases in humans.Hormones (Athens, Greece) · 2026Review
- Accelerated biological aging is associated with the negative relationship between dietary intake of live microbes and diabetic retinopathy in US diabetic patients.BMC endocrine disorders · 2026Article
- Retinal BioAge is associated with indicators of cardiovascular-kidney-metabolic syndrome in UK and US populations.Scientific reports · 2026Article
- Association between leukocyte-derived inflammatory biomarkers and diabetic retinopathy progression in patients with type 2 diabetes mellitus.Frontiers in endocrinology · 2026Article
- miR-106a-5p targets CREB1 to regulate the inflammatory response in diabetic retinopathy.BMC ophthalmology · 2025Article
- Association of eight anthropometric indexes related to obesity with the prevalence of clinical osteoarthritis among American adults: a national cross-sectional study.European journal of medical research · 2025Article
- Hemoglobin mediates the link between the 'weekend warrior' physical activity pattern and diabetic retinopathy.Scientific reports · 2025Article
- Development and Validation of a Nomogram-Based Risk Prediction Model for Diabetic Retinopathy in Elderly Adults with Type 2 Diabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- Association between triglyceride-glucose index and its obesity indicators with hypertension in postmenopausal women: a cross-sectional study.Frontiers in nutrition · 2025Article
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Authors and funding
7 authors.
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Abstract
The impact of aging on diabetic retinopathy (DR) remains underestimated. The current study aimed to investigate the association between biological aging and DR, in contrast to chronological age (CA). Using the National Health and Nutrition Survey data from 2005 to 2008. Biological aging was evaluated through the biological age (BA) and phenotypic age (PA), which were calculated from clinical markers. DR was identified in participants with diabetes mellitus (DM) when they exhibited one or more retinal microaneurysms or retinal blot hemorrhages under retinal imaging, with or without the presence of more severe lesions. Survey-weighted multivariable logistic regression was performed, and the regression model was further fitted using restricted cubic splines. The discriminatory capability and clinical utility of the model were evaluated using receiver operating characteristic (ROC) curves and decision curve analysis (DCA). Based on weighted analyses, of the 3100 participants included in this study, of which 162 had DR. In the adjusted model, BA (odds ratio [OR] = 1.12, 95% CI, 1.06-1.18) and PA (OR = 1.11, 95% CI, 1.07-1.14) were associated with DR, while CA was not significantly (OR = 1.01, 95% CI, 0.99-1.03). Narrowing the analysis to DM participants and adjusting for factors like insulin showed similar results. ROC and DCA analyses indicate that BA/PA predicted DR better than CA and offer greater clinical utility. The positive association between BA/PA and DR was consistent across subgroups despite potential interactions. Biological aging heightens DR risk, with BA/PA showing a stronger association than CA. Our findings underscored the importance of timely anti-aging interventions for preventing DR.
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