Tortuosity of Retinal Main and Branching Arterioles, Venules in Patients With Type 2 Diabetes and Diabetic Retinopathy in China

被引:6
|
作者
Zhu, Shanshan [1 ]
Liu, Henan [2 ]
Du, Runyu [3 ]
Annick, Dibanda S. [1 ]
Chen, Shuo [1 ,4 ]
Qian, Wei [5 ]
机构
[1] Northeastern Univ, Coll Med & Biol Informat Engn, Shenyang 110169, Peoples R China
[2] China Med Univ, Shengjing Hosp, Dept Ophthalmol, Shenyang 110004, Peoples R China
[3] China Med Univ, Shengjing Hosp, Dept Endocrinol, Shenyang 110004, Peoples R China
[4] Northeastern Univ, Minist Educ, Key Lab Data Analyt & Optimizat Smart Ind, Shenyang 110169, Peoples R China
[5] Univ Texas El Paso, Coll Engn, El Paso, TX 79968 USA
基金
中国国家自然科学基金;
关键词
Diabetes; diabetic retinopathy; tortuosity; main and branching vessels; confocal scanning laser ophthalmoscope; RENAL DYSFUNCTION; GEOMETRY; RISK;
D O I
10.1109/ACCESS.2019.2963748
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The epidemic studies have demonstrated an excessively increase of diabetic patients in recent years, who are at high risk of developing microvascular complications. Those microvascular complications usually lead to chronic health problems, e.g. diabetic retinopathy (DR), thus early and regular screening is indeed necessary. Retinal vascular tortuosity, which is one of geometrical parameters related to microvascular morphological changes, has been investigated in many studies related to diabetes, diabetic risk factors and diabetic complications. However, the global tortuosity of retinal vessels in DR progression is quantified either subjectively or imprecisely in those previous studies. Furthermore, to our best knowledge, the association of tortuosity, diabetes and DR has never been investigated based on a Chinese population-based cohort, even though it accounts for more than 30 & x0025; of diabetic patients worldwide. Therefore, it is of great necessary and clinical significance to extract retinal tortuosity in a more reliable way and explore its associations with diabetic risk factors and DR severity in China. In this study, high contrast retinal images from 495 Chinese patients with type 2 diabetes were acquired by confocal scanning laser ophthalmoscope and the global tortuosity was extracted from main and branching arterioles, venules in the whole retinal image based on the theory of best-fit exponential curves in the roto-translation group <italic>SE</italic>(2). The statistical analysis results show that retinal arteriolar and venular tortuosity might be remarkable indices for assessing retinopathy severity and identifying individuals with high-risk of renal disease in diabetes, which may provide additional insights on microvascular changes for diabetic retina and kidney diseases.
引用
收藏
页码:6201 / 6208
页数:8
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