Related Experiment Video
Updated: Jan 17, 2026

Author Spotlight: Understanding Retinal Vessel Resilience and Disease Progression
Published on: January 12, 2024
Ozone exposure, retinal microvasculature alterations, and the mediating effect of aging in diabetic population: A
Senlin Lin1, Xia Meng2, Yi Xu1
1Shanghai Eye Diseases Prevention &Treatment Center/ Shanghai Eye Hospital, School of Medicine, Tongji University, Hongqiao Road, No 1440, Shanghai, China; Eye Public Health Research Center, School of Medicine, Tongji University; Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai, China; National Clinical Research Center for Eye Diseases, Shanghai, China.
Abstract:
Accumulating epidemiological evidence links ozone exposure with cerebrocardiovascular morbidity, yet its microvascular impact remains poorly characterized. Retinal microvasculature alterations have emerged as sensitive biomarkers of systemic endothelial dysfunction and predictors of cerebrocardiovascular events. Our study comprised 55,463 individuals diagnosed with type 2 diabetes mellitus (T2DM), recruited across 249 community health centers spanning all 17 administrative districts of Shanghai in 2017. Exposure assessment utilized satellite-derived ozone concentration estimates at 1*1 km spatial resolution, aggregating five-year (2013-2017) ozone exposure metrics. Retinal vascular phenotyping included central retinal artery equivalent (CRAE), central retinal vein equivalent (CRVE), arteriole-to-venule ratio (AVR), vascular tortuosity (VT), and fractal dimension (Df). The retinal age gap (RAG) is adopted to reflect accelerated aging, defined as the difference between deep learning-predicted retinal age and chronological age. Multivariable regression analyses using double machine learning showed that for every 10 μg/m3 increase in ozone, the decrease in the CRAE, CRVE, VT (×104) and Df (×103) were 4.03 (95 %CI: 3.04, 5.01)μm, 8.35 (95 %CI: 6.69, 10.00)μm, 0.38 (95 %CI: 0.28, 0.48) and 13.7 (95 %CI: 11.20, 16.21), respectively, and the increase in RAG was 2.29 (95 %CI: 2.04, 2.54) years. Mediation analysis revealed an association between ozone exposure and reductions in CRAE (indirect effect, standardized coefficient=-0.08, 95 %CI -0.09∼-0.07), CRVE (-0.07, -0.08∼-0.06), and Df (-0.11, -0.12∼-0.09) through the pathway of accelerated aging. Long-term ozone exposure correlates with accelerated retinal aging and microvascular remodeling (vessel narrowing, reduced tortuosity, fractal simplification), which provides novel biological evidence to elucidate the causal relationship between ozone exposure and cerebrocardiovascular risk.
Related Concept Videos
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Absorption
Photoreceptors and Visual Pathways

