Capillary–Large Vessel Segmentation on OCTA for Predicting Anti-VEGF Treatment Outcomes in Diabetic Macular Edema
Objective: This study aimed to evaluate the predictability of baseline optical coherence tomography angiography (OCTA) metrics utilizing a specialized capillary–large vessel segmentation analysis framework in patients with diabetic macular edema (DME) undergoing anti-vascular endothelial growth factor (anti-VEGF) therapy. Methods: Forty-two treatment-naïve eyes with DME receiving three monthly loading anti-VEGF injections were included. Superficial capillary plexus (SCP) images from 3 × 3 mm OCTA scans were processed to isolate the capillary network from the large vessels via image processing. Vessel density and skeleton density were extracted for the total, large-vessel, and capillary components. Multiple linear and logistic regression models were used to identify independent predictors of post-treatment best-corrected visual acuity (BCVA) and “good visual outcome” (≥3-line improvement or final BCVA of 20/40 or better). Results: Following three monthly anti-VEGF injections, the mean BCVA significantly improved from 0.57 ± 0.36 to 0.37 ± 0.30 LogMAR (p < 0.0001), and the mean central retinal thickness decreased from 424.3 ± 117.7 μm to 316.9 ± 84.7 μm (p < 0.0001). The proportion of patients who achieved a good visual outcome was 73.8%. Baseline central retinal thickness was associated with baseline BCVA (p = 0.049) but not predictive of post-treatment BCVA (p = 0.38) or good visual outcomes (p = 0.79). Baseline capillary vessel density was identified as a significant independent predictor of post-treatment BCVA (p = 0.024), whereas total and large-vessel metrics were not. Capillary vessel density was also the only significant predictor of good visual outcomes (p = 0.044). Conclusions: Baseline capillary vessel density is a robust predictor of visual prognosis after anti-VEGF therapy in patients with DME, underscoring the importance of capillary network integrity in functional recovery.
Authors
- Xincheng Yao (ORCID: https://orcid.org/0000-0002-0356-3242)
- Behrouz Ebrahimi (ORCID: https://orcid.org/0000-0003-3390-7330)
- Albert Kofi Dadzie (ORCID: https://orcid.org/0000-0002-3466-5188)
- Jia-Pang Jhang
- Mansour Abtahi (ORCID: https://orcid.org/0000-0001-7463-9470)
- Yi‐Ting Hsieh (ORCID: https://orcid.org/0000-0003-2258-154X)
- Boda Huang
- Rui-Bin Huang
Institutions
- Fu Jen Catholic University (TW)
- National Taiwan University (TW)
- University of Illinois Chicago (US)
- National Taiwan University Hospital (TW)
Publication Details
- Journal
- Journal of Personalized Medicine
- Published
- 2026-06-24
- DOI
- https://doi.org/10.3390/jpm16070341
- Primary Topic
- Retinal Diseases and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00