Macular OCT-angiography parameters to predict the clinical stage of nonproliferative diabetic retinopathy: an exploratory analysis
- PMID: 30903092
- PMCID: PMC7005819
- DOI: 10.1038/s41433-019-0401-7
Macular OCT-angiography parameters to predict the clinical stage of nonproliferative diabetic retinopathy: an exploratory analysis
Abstract
Background: To test whether a single or a composite set of macular vascular density parameters, evaluated with optical coherence tomography angiography (OCTA), are able to predict nonproliferative diabetic retinopathy (NPDR) staging according to the gold-standard ETDRS-grading scheme.
Methods: Prospectively defined, cross-sectional study in which macular structural and vascular parameters of diabetic eyes with nonproliferative DR (up to ETDRS Level 53) were evaluated with OCTA (Avanti RTVue-XR 100, Optovue Inc, Fremont, CA). Seven-field photographs of the fundus were taken for DR staging according to the ETDRS-grading scheme. The vessel density in the superficial and deep capillary plexus (SCP and DCP, respectively), as well as in the choriocapillaris (CC), were calculated using automated software. Univariate and multivariate ordered logistic regression models were used in the analysis. P < 0.05 was considered statistically significant.
Results: We included 101 eyes from 56 subjects (mean (SD) age 62.64 (11.74) years; 57.4% were male). On univariate analysis, several OCTA parameters were found to be associated with higher ETDRS level (parafoveal SCP density: OR = 0.87 (95% CI 0.76-0.99), p = 0.039; parafoveal DCP density: OR = 0.79 (95% CI 0.72-0.87), p < 0.001; CC density: OR = 0.89 (95% CI 0.80-0.99)), p = 0.036). In the final model, while also adjusting for relevant clinical features, only parafoveal vessel density in the DCP remained as a significant predictor of NPDR ETDRS level (OR = 0.54 (95% CI 0.32-0.92), p = 0.024).
Conclusion: Our results suggest that parafoveal vessel density in the DCP is the parameter most robustly associated with ETDRS level. OCTA analysis may provide objective imaging biomarkers to monitor NPDR clinical progression.
Conflict of interest statement
None of the authors has any financial/conflicting interests to disclose.
Figures


Comment in
-
Letter to the Editor on "Macular OCT-angiography parameters to predict the clinical stage of nonproliferative diabetic retinopathy: an exploratory analysis".Eye (Lond). 2020 Dec;34(12):2341-2342. doi: 10.1038/s41433-020-0788-1. Epub 2020 Feb 10. Eye (Lond). 2020. PMID: 32042182 Free PMC article. No abstract available.
-
Response to 'Comment on: Macular OCT-angiography parameters to predict the clinical stage of nonproliferative diabetic retinopathy: an exploratory analysis'.Eye (Lond). 2020 Dec;34(12):2343-2344. doi: 10.1038/s41433-020-0789-0. Epub 2020 Feb 10. Eye (Lond). 2020. PMID: 32042184 Free PMC article. No abstract available.
Similar articles
-
Macular vessels density in diabetic retinopathy: quantitative assessment using optical coherence tomography angiography.Int Ophthalmol. 2019 Aug;39(8):1845-1859. doi: 10.1007/s10792-018-1013-0. Epub 2018 Sep 7. Int Ophthalmol. 2019. PMID: 30194547
-
Interaction Between the Distribution of Diabetic Retinopathy Lesions and the Association of Optical Coherence Tomography Angiography Scans With Diabetic Retinopathy Severity.JAMA Ophthalmol. 2020 Dec 1;138(12):1291-1297. doi: 10.1001/jamaophthalmol.2020.4516. JAMA Ophthalmol. 2020. PMID: 33119083 Free PMC article.
-
Macular Capillary Perfusion in Chinese Patients With Diabetic Retinopathy Obtained With Optical Coherence Tomography Angiography.Ophthalmic Surg Lasers Imaging Retina. 2019 Apr 1;50(4):e88-e95. doi: 10.3928/23258160-20190401-12. Ophthalmic Surg Lasers Imaging Retina. 2019. PMID: 30998251
-
Detection of choroidal vascular features in diabetic patients without clinically visible diabetic retinopathy by optical coherence tomography angiography: A systemic review and meta-analysis.Surv Ophthalmol. 2025 Jul-Aug;70(4):695-703. doi: 10.1016/j.survophthal.2024.08.007. Epub 2024 Aug 29. Surv Ophthalmol. 2025. PMID: 39214238
-
Correlation of OCT Angiography Vessel Densities and the Early Treatment Diabetic Retinopathy Study Grading Scale.Ophthalmol Retina. 2021 Jul;5(7):714-715. doi: 10.1016/j.oret.2020.11.009. Epub 2020 Nov 20. Ophthalmol Retina. 2021. PMID: 33227562 Free PMC article. Review. No abstract available.
Cited by
-
Macular Vessel Density in Diabetic Retinopathy Patients: How Can We Accurately Measure and What Can It Tell Us?Clin Ophthalmol. 2021 Apr 13;15:1517-1527. doi: 10.2147/OPTH.S272328. eCollection 2021. Clin Ophthalmol. 2021. PMID: 33880011 Free PMC article. Review.
-
The role of optical coherence tomography angiography in assessing diabetic choroidopathy: a systematic review.Int J Retina Vitreous. 2025 Jan 31;11(1):10. doi: 10.1186/s40942-024-00618-5. Int J Retina Vitreous. 2025. PMID: 39891221 Free PMC article. Review.
-
Optical Coherence Tomography Angiography in Diabetic Patients: A Systematic Review.Biomedicines. 2021 Dec 31;10(1):88. doi: 10.3390/biomedicines10010088. Biomedicines. 2021. PMID: 35052768 Free PMC article. Review.
-
Recent advances and applications of optical coherence tomography angiography in diabetic retinopathy.Front Endocrinol (Lausanne). 2025 Apr 16;16:1438739. doi: 10.3389/fendo.2025.1438739. eCollection 2025. Front Endocrinol (Lausanne). 2025. PMID: 40309445 Free PMC article.
-
The Role of Widefield Optical Coherence Tomography Angiography in Assessing the Severity of Diabetic Retinopathy.Ophthalmol Ther. 2024 Sep;13(9):2369-2380. doi: 10.1007/s40123-024-00995-y. Epub 2024 Jul 12. Ophthalmol Ther. 2024. PMID: 38995480 Free PMC article.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous