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DOI 10.3389/fopht.2026.1860036

Медицинская библиотека · Frontiers in ophthalmology · 2026

Longitudinal changes in anatomic biomarkers on optical coherence tomography angiography in diabetic retinopathy.

Liu Rachel, Bakis Isaac, Steinkerchner Megan, Sun Kevin, Gangaputra Sapna, Kim Stephen J, Lee Lok Hin

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Аннотация

PURPOSE: To identify optical coherence tomography angiography (OCTA)-derived biomarkers correlating with diabetic retinopathy (DR) severity and characterize longitudinal retinal microvascular changes across DR stages.

METHODS

In this 3-year prospective study, we analyzed OCTA images from 328 eyes of 164 adults with type II diabetes and 33 eyes from 17 healthy controls. Patients were categorized as no DR, mild, moderate, or severe nonproliferative DR (NPDR), or proliferative DR (PDR) at baseline. Bilateral OCTA scans were obtained at each visit and processed with a validated pipeline to extract seven microvascular indices from the superficial and deep capillary plexuses: vessel density, skeleton density, acircularity index, average vessel caliber, foveal avascular zone (FAZ) area, FAZ perimeter, and fractal dimensions. Linear regression quantified changes over time, and intergroup comparisons were made using ANOVA and post-hoc testing.

RESULTS

A total of 361 eyes (328 diabetic eyes and 33 control eyes) were followed for a mean of 3 years. Longitudinal analysis demonstrated stage-dependent microvascular changes across DR severity groups. In the deep capillary plexus, eyes with severe NPDR exhibited greater annual declines in vessel density (-0.563 ± 0.39% per year) and skeleton density (-0.296 ± 0.23% per year) compared with controls. Acircularity index increased over time, with greater annual increases observed in severe NPDR relative to mild NPDR (0.16 ± 0.12% per year), consistent with progressive macular ischemia. In the superficial plexus, eyes with severe NPDR showed greater annual reductions in average vessel caliber (-4.5e-4 ± 0.0005% per year) compared with earlier disease stages. Across the cohort, most OCTA metrics demonstrated small but statistically significant longitudinal trends, reflecting gradual microvascular remodeling detectable over repeated measurements.

CONCLUSIONS

Longitudinal OCTA analysis reveals stage-specific microvascular changes in DR. These dynamic biomarkers may provide early indicators of DR progression and offer a quantitative foundation for individualized monitoring and timely intervention strategies.

TRANSLATIONAL RELEVANCE: OCTA-derived biomarkers offer a noninvasive tool for detecting early DR changes and guiding personalized care strategies.

Для цитирования: Liu Rachel, Bakis Isaac, Steinkerchner Megan, Sun Kevin, Gangaputra Sapna, Kim Stephen J, Lee Lok Hin. Longitudinal changes in anatomic biomarkers on optical coherence tomography angiography in diabetic retinopathy.. Frontiers in ophthalmology. 2026. DOI: 10.3389/fopht.2026.1860036.
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