Observational studyOphthalmology. Retina2023
Deep Capillary Nonperfusion on OCT Angiography Predicts Complications in Eyes with Referable Nonproliferative Diabetic Retinopathy.
Observational study in Ophthalmology. Retina, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
33 citing papers in PubMed, 35 citations in OpenAlex.
- Abnormal Glycaemic Fluctuations Associated With Early Microvascular Changes in the Retina and Choroid of Nondiabetic Adults.Diabetes, obesity & metabolism · 2026Article
- Outer Retinal Volume on Macular OCT Predicts Two-Year Diabetic Retinopathy Progression.Investigative ophthalmology & visual science · 2026Observational
- Baseline Deep Capillary Plexus Ischemia Predicts Earlier Diabetic Retinopathy Complications Than Foveal Avascular Enlargement.American journal of ophthalmology · 2026Article
- Clinical and optical coherence tomography angiography-based risk factors for reduced retinal sensitivity in diabetic macular edema.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026Article
- Transfer Learning and Optimized Machine Learning Techniques for Multiclass Diabetic Retinopathy Classification Using Retinal Images.Diagnostics (Basel, Switzerland) · 2026Article
- Effect of Korean red ginseng on deep capillary plexus parameters in diabetic retinopathy: A prospective, randomized, double-blind clinical trial.Journal of ginseng research · 2026Article
- Validation of Deep Capillary Plexus OCTA Metrics as Predictors of Diabetic Retinopathy Complications: A One-Year Longitudinal Study.Research square · 2026Article
- Qualitative and Quantitative Assessment of Restored Capillary Perfusion on OCT Angiography in Diabetic Macular Ischemia.Translational vision science & technology · 2026Article
- Opposing end-node and junction-node remodeling patterns in diabetic patients on optical coherence tomography angiography.Scientific reports · 2026Article
- A Three-dimensional Analytical Framework for Retinal Microvasculature Reveals Layer-associated Vulnerability in Development and Neovascular Remodeling.bioRxiv : the preprint server for biology · 2026Article
- Baseline Nonperfusion and Deep Capillary Plexus Ischemia Predict Two-Year Retinal Nonperfusion Progression in Diabetic Retinopathy.Investigative ophthalmology & visual science · 2026Observational
- Albuminuria, but not eGFR, tracks diabetic retinopathy severity and retinal ischemia: population-based discovery, clinical replication, and OCTA evidence.Frontiers in endocrinology · 2026Article
- Clinical characterization of 3-year progression of diabetic macular ischemia on OCT angiography.Japanese journal of ophthalmology · 2026Article
- Prostaglandin EFrontiers in medicine · 2026Review
- Macular Microaneurysms Are Associated With Chronic Kidney Disease and Deep Capillary Plexus Ischemia in Referable Diabetic Retinopathy.Investigative ophthalmology & visual science · 2025Article
- Conjunctival and retinal microvascular loss in systemic lupus erythematosus: a swept-source OCTA study.Journal of translational medicine · 2025Article
- The Importance of Matching Optical Coherence Tomography Angiography Metrics to Diabetic Retinopathy Severity for Detecting Progression.Investigative ophthalmology & visual science · 2025Observational
- The Impact of Hypertension on Macular Perfusion in Patients With Referable Diabetic Retinopathy: An OCTA Analysis.Translational vision science & technology · 2025Article
- Optical coherence tomography angiography in non-alcoholic fatty liver disease: is it a disease affecting the microvascular system??BMC ophthalmology · 2025Article
- HD-OCT Angiography and SD-OCT in Patients with Mild or No Clinically Apparent Diabetic Retinopathy.Biomedicines · 2025Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
Abstract
objectiveTo evaluate the ability of capillary nonperfusion parameters on OCT angiography (OCTA) to predict the development of clinically significant outcomes in eyes with referable nonproliferative diabetic retinopathy (NPDR).
designProspective longitudinal observational study. SUBJECTS: In total, 59 patients (74 eyes) with treatment-naive moderate and severe (referable) NPDR.
methodsPatients were imaged with OCTA at baseline and then followed-up for 1 year. We evaluated 2 OCTA capillary nonperfusion metrics, vessel density (VD) and geometric perfusion deficits (GPDs), in the superficial capillary plexus, middle capillary plexus (MCP), and deep capillary plexus (DCP). We compared the predictive accuracy of baseline OCTA metrics for clinically significant diabetic retinopathy (DR) outcomes at 1 year.
main outcome measuresSignificant clinical outcomes at 1 year, defined as 1 or more of the following-vitreous hemorrhage, center-involving diabetic macular edema, and initiation of treatment with pan-retinal photocoagulation or anti-VEGF injections.
resultsOverall, 49 patients (61 eyes) returned for the 1-year follow-up. Geometric perfusion deficits and VD in the MCP and DCP correlated with clinically significant outcomes at 1 year (P < 0.001). Eyes with these outcomes had lower VD and higher GPD, indicating worse nonperfusion of the deeper retinal layers than those that remained free from complication. These differences remained significant (P = 0.046 to < 0.001) when OCTA parameters were incorporated into models that also considered sex, baseline corrected visual acuity, and baseline DR severity. Adjusted receiver operating characteristic curve for DCP GPD achieved an area under the curve (AUC) of 0.929, with sensitivity of 89% and specificity of 98%. In a separate analysis focusing on high-risk proliferative diabetic retinopathy outcomes, MCP and DCP GPD and VD remained significantly predictive with comparable AUC and sensitivities to the pooled analysis.
conclusionsEvidence of deep capillary nonperfusion at baseline in eyes with clinically referable NPDR can predict short-term DR complications with high accuracy, suggesting that deep retinal ischemia has an important pathophysiologic role in DR progression. Our results suggest that OCTA may provide additional prognostic benefit to clinical DR staging in eyes with high risk.
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