Author/Authors :
Banaee, Touka Mashhad University of Medical Sciences, Mashhad , Pourreza, Hamidreza Department - School of Engineering - Ferdowsi University of Mashhad, Mashhad , Doosti, Hassan Department of Biostatistics and Epidemiology - School of Health - Mashhad University of Medical Sciences, Mashhad , Abrishami, Mojtaba Mashhad University of Medical Sciences, Mashhad , Ehsaei, Asieh Mashhad University of Medical Sciences, Mashhad , Basiry, Mohsen Mashhad University of Medical Sciences, Mashhad , Pourreza, Reza Department of Electrical Engineering - University of Texas at Dallas - Richardson, USA
Abstract :
Purpose: To compare the distribution of different sized vessels using digital photographs of the ocular
surface of diabetic and normal individuals.
Methods: In this cross‑sectional study, red‑free conjunctival photographs of diabetic and normal individuals,
aged 30‑60 years, were taken under defined conditions and analyzed using a Radon transform‑based algorithm
for vascular segmentation. The image areas occupied by vessels (AOV) of different diameters were calculated.
The main outcome measure was the distribution curve of mean AOV of different sized vessels. Secondary
outcome measures included total AOV and standard deviation (SD) of AOV of different sized vessels.
Results: Two hundred and sixty‑eight diabetic patients and 297 normal (control) individuals were included,
differing in age (45.50 ± 5.19 vs. 40.38 ± 6.19 years, P < 0.001), systolic (126.37 ± 20.25 vs. 119.21 ± 15.81 mmHg,
P < 0.001) and diastolic (78.14 ± 14.21 vs. 67.54 ± 11.46 mmHg, P < 0.001) blood pressures. The distribution curves
of mean AOV differed between patients and controls (smaller AOV for larger vessels in patients; P < 0.001) as
well as between patients without retinopathy and those with non‑proliferative diabetic retinopathy (NPDR);
with larger AOV for smaller vessels in NPDR (P < 0.001). Controlling for the effect of confounders, patients had a
smaller total AOV, larger total SD of AOV, and a more skewed distribution curve of vessels compared to controls.
Conclusion: Presence of diabetes mellitus is associated with contraction of larger vessels in the conjunctiva.
Smaller vessels dilate with diabetic retinopathy. These findings may be useful in the photographic screening
of diabetes mellitus and retinopathy.
Keywords :
Computer‑assisted Image Processing , Conjunctiva , Diabetes Mellitus Type 2 , Eye