EDITORIAL article
Front. Endocrinol.
Sec. Clinical Diabetes
This article is part of the Research TopicOptical Coherence Tomography Angiography (OCTA) Applications in Ocular Complications of Diabetic MellitusView all 7 articles
Editorial: Optical Coherence Tomography Angiography (OCTA) Applications in Ocular Complications of Diabetic Mellitus
Provisionally accepted- 1Eye Research Center, The Five Sense Health Institute, Iran University of Medical Sciences/Moheb Kowsar Hospital, Tehran, Iran
- 2Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States
- 3Iran University of Medical Sciences, Tehran, Iran
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
A subset of evidence indicate that the imaging parameters of macular OCTA correlate with the severity of DR. As the disease progress, higher grade of capillary density comprise occurs in retinal capillary layers. This is also observed in the peripapillary retinal nerve fiber layer (pRNFL), where the average pRNFL thickness and vascular density is reduced in diabetic patients, especially in eyes with non-proliferative DR (NPDR), compared to age-matched healthy objects. pRNFL capillary density had relatively high distinguishing ability to detect DR from healthy eyes.(5) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2024.1404157/full) Recent studies investigating the progression of DR, has highlighted the vital predicting role of peripheral non perfusion in future complications. Ultrawide-field fluorescein angiography is the diagnostic tool that provides valuable insights to the degree of retinal ischemia. However, it is invasive with limited access in routine ophthalmology clinics. Guo et al. showed that ultrawidefield OCTA reveal the non-perfusion areas within its field of view, underscoring its potential role as a surrogate for an invasive diagnostic procedure.(6) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2025.1485311/full) More extensive capillary nonperfusion in both superficial and deep retinal capillary layers has been suggested in eyes with DME. The current finding of reduced capillary vascular density, and altered choriocapillaris flow area accentuates the importance of retinal ischemia in the development of DME. (7) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2023.1275200/full) The future longitudinal investigation, utilizing the OCTA parameters, can help predict eyes at risk for DME, and providing guide to devise prophylactic plans.The status of retinal vascular density could expand our understanding with some disease processes. Corneal microdots are highly reflective spherical structures found throughout the entire depth of cornea. OCTA could shed light on the mechanisms of microdots development. Low grade inflammation and relative ischemia could be the initiating factors, as these microdots appear more in corneas with diabetic retinopathy, and their prevalence had correlation with OCTA parameters.( 8) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2025.1481018/full)The advent of artificial intelligence heralds future advancements in the care of patients with DR. Herein, we included a meta-analysis reporting the accuracy deep learning models on OCT and retinal imaging in the diagnosis of DR.( 6) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2025.1485311/full) These models showed promising performance; however significant challenges are still remained to be addressed. Generating standardized datasets of imaging are a crucial infrastructural issue. Attention to include high quality OCTA images, with accepted image processing techniques, and developing a platform to uniformly compare data from various devices are of paramount importance that ensures high quality feed for deep learnings model. Subtle ocular characteristics should be considered in accurate reporting of OCTA images, including axial length, refractive error, or even mydrias.(9) (https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2024.1292255/full) Although presence of mydrias did not affect vascular density measurement in images with comparable quality score, this simple intervention can significantly affect the overall image quality in retinal clinic.The current topic, that explores diverse aspects of OCTA application in DR, adds an insight into the vast applicability of this imaging. Future investigations will complement the promising utility of OCTA as a non-invasive and accessible imaging modality in DR patients.
Keywords: Artificial Inteligence-AI, Diabetic macular edema (DME), Diabetic Retinopathy, OCTA, Optical coherence tomogmphy angiography
Received: 10 Nov 2025; Accepted: 03 Dec 2025.
Copyright: © 2025 Fadakar, Anvari and Mirshahi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Reza Mirshahi
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.