Department of Ophthalmology, Kasr Al-Ainy School of Medicine, Cairo University, Giza, Egypt.
Watany Eye Hospital, Cairo, Egypt.
Eye (Lond). 2024 Jun;38(9):1762-1769. doi: 10.1038/s41433-024-03021-4. Epub 2024 Mar 21.
To study the changes in vessel densities (VD) stratified by vessel diameter in the retinal superficial and deep vascular complexes (SVC/DVC) using optical coherence tomography angiography (OCTA) images obtained from people with diabetes and age-matched healthy controls.
We quantified the VD based on vessel diameter categorized as <10, 10-20 and >20 μm in the SVC/DVC obtained on 3 × 3 mm OCTA scans using a deep learning-based segmentation and vascular graph extraction tool in people with diabetes and age-matched healthy controls.
OCTA images obtained from 854 eyes of 854 subjects were divided into 5 groups: healthy controls (n = 555); people with diabetes with no diabetic retinopathy (DR, n = 90), mild and moderate non-proliferative DR (NPDR) (n = 96), severe NPDR (n = 42) and proliferative DR (PDR) (n = 71). Both SVC and DVC showed significant decrease in VD with increasing DR severity (p < 0.001). The largest difference was observed in the <10 μm vessels of the SVC between healthy controls and no DR (13.9% lower in no DR, p < 0.001). Progressive decrease in <10 μm vessels of the SVC and DVC was seen with increasing DR severity (p < 0.001). However, 10-20 μm vessels only showed decline in the DVC, but not the SVC (p < 0.001) and there was no change observed in the >20 μm vessels in either plexus.
Our findings suggest that OCTA is able to demonstrate a distinct vulnerability of the smallest retinal vessels in both plexuses that worsens with increasing severity of DR.
使用糖尿病患者和年龄匹配的健康对照者的光学相干断层扫描血管造影(OCTA)图像,研究视网膜浅层和深层血管丛(SVC/DVC)中按血管直径分层的血管密度(VD)变化。
我们使用基于深度学习的分割和血管图提取工具,在糖尿病患者和年龄匹配的健康对照者的 SVC/DVC 的 3×3mm OCTA 扫描中,根据血管直径分为<10、10-20 和>20μm,对 VD 进行量化。
从 854 名受试者的 854 只眼中获得的 OCTA 图像分为 5 组:健康对照组(n=555);无糖尿病视网膜病变(DR)的糖尿病患者(n=90)、轻度和中度非增殖性 DR(NPDR)(n=96)、重度 NPDR(n=42)和增殖性 DR(PDR)(n=71)。随着 DR 严重程度的增加,SVC 和 DVC 的 VD 均显著降低(p<0.001)。在无 DR 的情况下,SVC 中<10μm 的血管差异最大(无 DR 时降低 13.9%,p<0.001)。随着 DR 严重程度的增加,SVC 和 DVC 的<10μm 血管逐渐减少(p<0.001)。然而,只有 DVC 中的 10-20μm 血管减少,而 SVC 中没有(p<0.001),并且在两个丛中均未观察到>20μm 血管的变化。
我们的研究结果表明,OCTA 能够显示两个丛中最小的视网膜血管明显的脆弱性,随着 DR 严重程度的增加而恶化。