Aug 2026· Investigative Ophthalmology and Visual Science· Vol 67, pp. 16· 0 citations· 35 references
Medicine
TL;DR
Macular microvascular impairment begins in prediabetes, and among OCTA metrics, choriocapillaris FD density showed the strongest discriminatory ability and was the most influential feature in SHAP analysis, suggesting greater sensitivity of choriocapillaris metrics for monitoring early metabolic disease.
Abstract
Purpose To characterize macular microvascular alterations across the dysglycemia spectrum, from prediabetes (pre-DM) to early type 2 diabetes (T2DM), before clinically detectable diabetic retinopathy develops. Methods In this cross-sectional study, participants with pre-DM, recent-onset T2DM, and age-matched healthy controls underwent swept-source optical coherence tomography angiography. Quantified metrics included vessel density (VD), perfusion density (PD), foveal avascular zone acircularity, and choriocapillaris flow-deficit (FD) density and size. One eye per participant was analyzed. Feature importance was assessed using a random forest model with SHAP values. Results Analysis of 309 eyes (79 controls, 85 pre-DM, 75 T2DM <3 years, and 70 T2DM 3–7 years) showed that microvascular impairment is evident from the prediabetic stage. Compared with controls, participants with prediabetes had lower VD and PD in both superficial and deep capillary plexuses, together with higher choriocapillaris FD density (all P < 0.05). Retinal capillary metrics were similar between pre-DM and early T2DM (all P > 0.05), whereas choriocapillaris impairment progressed across dysglycemia stages, with large-size FD density increasing from pre-DM to T2DM <3 years and T2DM 3–7 years (9.3 ± 0.9 vs. 9.7 ± 1.1 and 9.8 ± 1.0, P < 0.05). Among OCTA metrics, choriocapillaris FD density showed the strongest discriminatory ability and was the most influential feature in SHAP analysis. Conclusions Macular microvascular impairment begins in prediabetes. Retinal capillary changes plateau early, whereas choriocapillaris impairment progresses with worsening dysglycemia, suggesting greater sensitivity of choriocapillaris metrics for monitoring early metabolic disease.
Introduction. Diabetic retinopathy (DR) is the leading cause of visual impairment in the working-age population. Microvascular changes in the retina occur before clinical signs of DR appear. Optical coherence tomography angiography (OCTA) enables non-invasive visualisation of retinal microvasculature. The aim is to inv...
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The objective of this research was to assess initial neurodegenerative changes in individuals diagnosed with prediabetes, type 1, and type 2 diabetes via optical coherence tomography (OCT). By analyzing the macula, retinal nerve fiber layer (RNFL), ganglion cell–inner plexiform layer (GCL+) and ganglion cell complex (G...
ÇiğdemDeniz Genç, Esra Tokur, Gokhan Ozgur et al.· Medical Science· 0 citations
Diabetic retinopathy (DR) is a leading microvascular complication of diabetes mellitus and a major cause of preventable vision loss. DR is now viewed as a manifestation of systemic diabetic microangiopathy rather than an isolated ocular disorder. Retina-centered assessment may not fully capture systemic microvascular b...
Yi-Mai Zhou, Lusha Cen· Frontiers in Endocrinology· 0 citations
Purpose
To use a multimodal approach to provide deeper insights into subclinical, layer-related, and localized retinal structural and functional deficits associated with prediabetes (PreDM) and early type 2 diabetes (T2DM).
Methods
Twenty controls, 13 PreDM, and 15 T2DM age-matched (45.58 ± 9.40 years) groups partici...
Bismark Owusu-Afriyie, Christopher S. Wu, Rachana Kafle et al.· Investigative Ophthalmology...· 0 citations
Background: Type 2 Diabetes Mellitus (T2DM) is associated with early retinal alterations that may precede clinically detectable diabetic retinopathy (DR). Spectral-domain optical coherence tomography (SD-OCT) enables quantitative assessment of macular thickness and may facilitate the detection of subclinical retinal ch...
Nitesh Pradhan, Swati Tomar, Vineet Gupta· Indian Journal of Clinical a...· 0 citations
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