The association between retinal vascular geometry changes and diabetic retinopathy and their role in prediction of progression – an exploratory study

BackgroundThe study describes the relationship of retinal vascular geometry (RVG) to severity of diabetic retinopathy (DR), and its predictive role for subsequent development of proliferative diabetic retinopathy (PDR).MethodsThe research project comprises of two stages. Firstly, a comparative study of diabetic patients with different grades of DR. (No DR: Minimal non-proliferative DR: Severe non-proliferative DR: PDR) (10:10: 12: 19). Analysed RVG features including vascular widths and branching angles were compared between patient cohorts. A preliminary statistical model for determination of the retinopathy grade of patients, using these features, is presented. Secondly, in a longitudinal predictive study, RVG features were analysed for diabetic patients with progressive DR over 7 years. RVG at baseline was examined to determine risk for subsequent PDR development.ResultsIn the comparative study, increased DR severity was associated with gradual vascular dilatation (p = 0.000), and widening of the bifurcating angle (p = 0.000) with increase in smaller-child-vessel branching angle (p = 0.027). Type 2 diabetes and increased diabetes duration were associated with increased vascular width (p = <0.05 In the predictive study, at baseline, reduced small-child vascular width (OR = 0.73 (95% CI 0.58-0.92)), was predictive of future progression to PDR.ConclusionsThe study findings suggest that RVG alterations can act as novel markers indicative of progression of DR severity and establishment of PDR. RVG may also have a potential predictive role in determining the risk of future retinopathy progression.

[1]  Massimo Porta,et al.  Current approaches and perspectives in the medical treatment of diabetic retinopathy. , 2004, Pharmacology & therapeutics.

[2]  M Zamir,et al.  Nonsymmetrical bifurcations in arterial branching , 1978, The Journal of general physiology.

[3]  E M Kohner,et al.  Accurate vessel width measurement from fundus photographs: a new concept. , 1994, The British journal of ophthalmology.

[4]  Wynne Hsu,et al.  Alterations in Retinal Microvascular Geometry in Young Type 1 Diabetes , 2010, Diabetes Care.

[5]  J. J. Wang,et al.  Quantitative retinal vascular calibre changes in diabetes and retinopathy: the Singapore Malay eye study , 2009, Eye.

[6]  B. Wasan,et al.  Vascular network changes in the retina with age and hypertension , 1995, Journal of hypertension.

[7]  Neil R. Powe,et al.  The Atherosclerosis Risk in Communities Study , 2006 .

[8]  Neil M Bressler,et al.  Retinal arteriolar narrowing and risk of coronary heart disease. , 2003, Archives of ophthalmology.

[9]  Ronald Klein,et al.  Retinal vascular caliber in persons with type 2 diabetes: the Wisconsin Epidemiological Study of Diabetic Retinopathy: XX. , 2006, Ophthalmology.

[10]  Thomas J. Liesegang,et al.  Retinal arteriolar narrowing and risk of coronary heart disease in men and women: The Atherosclerosis Risk in Communities Study. Wong TY, ∗ Klein R, Sharrett AR, Duncan BB, Couper DJ, Tielsch JM, Klein BEK, Hubbard LD. JAMA 2002;287:1153–1159. , 2002 .

[11]  J. Shaw,et al.  Anthropometric measures and absolute cardiovascular risk estimates in the Australian Diabetes, Obesity and Lifestyle (AusDiab) Study , 2007, European journal of cardiovascular prevention and rehabilitation : official journal of the European Society of Cardiology, Working Groups on Epidemiology & Prevention and Cardiac Rehabilitation and Exercise Physiology.

[12]  R. Klein,et al.  Retinal arteriolar narrowing and risk of coronary heart disease in men and women. The Atherosclerosis Risk in Communities Study. , 2002, JAMA.

[13]  A. Hughes,et al.  Arteriolar length-diameter (L:D) ratio: a geometric parameter of the retinal vasculature diagnostic of hypertension. , 1996, Journal of human hypertension.

[14]  J. J. Wang,et al.  Dyslipidaemia and microvascular disease in the retina , 2005, Eye.

[15]  Oddbjørn Engvold,et al.  Microphotometry of the blood column and the light streak on retinal vessels in fundus photographs , 1986 .

[16]  T. Wong,et al.  Quantitative Assessment of Early Diabetic Retinopathy Using Fractal Analysis , 2009, Diabetes Care.

[17]  Paul Mitchell,et al.  Retinal vascular caliber, diabetes, and retinopathy. , 2007, American journal of ophthalmology.

[18]  Ronald Klein,et al.  The relation of retinal vessel caliber to the incidence and progression of diabetic retinopathy: XIX: the Wisconsin Epidemiologic Study of Diabetic Retinopathy. , 2004, Archives of ophthalmology.

[19]  E Fanucci,et al.  Optimal branching of human arterial bifurcations. , 1990, Investigative radiology.

[20]  N. Congdon,et al.  Important causes of visual impairment in the world today. , 2003, JAMA.

[21]  Tien Yin Wong,et al.  Retinal Vascular Geometry Predicts Incident Retinopathy in Young People With Type 1 Diabetes , 2011, Diabetes Care.

[22]  Stephen J. Aldington,et al.  Methodology for retinal photography and assessment of diabetic retinopathy: the EURODIAB IDDM Complications Study , 1995, Diabetologia.

[23]  M. Habib Assessment of retinal vascular geometry in normal and diabetic subjects , 2013 .

[24]  R. Klein,et al.  Methods for evaluation of retinal microvascular abnormalities associated with hypertension/sclerosis in the Atherosclerosis Risk in Communities Study. , 1999, Ophthalmology.

[25]  Bashir Al-Diri,et al.  Manual measurement of retinal bifurcation features , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[26]  Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Early Treatment Diabetic Retinopathy Study Research Group. , 1991, Ophthalmology.

[27]  Tom MacGillivray,et al.  The association between retinal vascular network geometry and cognitive ability in an elderly population. , 2007, Investigative ophthalmology & visual science.

[28]  R. Klein,et al.  Abnormalities of Retinal Microvascular Structure and Risk of Mortality From Ischemic Heart Disease and Stroke , 2006, Hypertension.

[29]  C D Murray,et al.  The Physiological Principle of Minimum Work: I. The Vascular System and the Cost of Blood Volume. , 1926, Proceedings of the National Academy of Sciences of the United States of America.

[30]  T. Curtis,et al.  Microvascular lesions of diabetic retinopathy: clues towards understanding pathogenesis? , 2009, Eye.

[31]  T. Wong,et al.  Retinal vascular caliber and risk of retinopathy in young patients with type 1 diabetes. , 2006, Ophthalmology.

[32]  T. Sano,et al.  [Diabetic retinopathy]. , 2001, Nihon rinsho. Japanese journal of clinical medicine.

[33]  T. Curtis,et al.  Arteriolar Involvement in the Microvascular Lesions of Diabetic Retinopathy: Implications for Pathogenesis , 2007, Microcirculation.

[34]  P. Gregson,et al.  Automated grading of venous beading. , 1995, Computers and biomedical research, an international journal.

[35]  Andrew Hunter,et al.  Measurement of retinal vessel widths from fundus images based on 2-D modeling , 2004, IEEE Transactions on Medical Imaging.

[36]  J. Shaw,et al.  Retinal Arteriolar Caliber Predicts Incident Retinopathy , 2008, Diabetes Care.

[37]  Tien Yin Wong,et al.  Relationship of Retinal Vascular Caliber With Diabetes and Retinopathy , 2008, Diabetes Care.

[38]  Paul Mitchell,et al.  Retinal Arteriolar Narrowing Predicts Incidence of Diabetes , 2008, Diabetes.

[39]  A. Stanton,et al.  Retinal vascular network architecture in low‐birth‐weight men , 1997, Journal of hypertension.

[40]  Jens Dawczynski,et al.  Abnormal retinal autoregulation is detected by provoked stimulation with flicker light in well-controlled patients with type 1 diabetes without retinopathy. , 2009, Diabetes research and clinical practice.

[41]  R. Klein,et al.  Retinal vascular abnormalities in persons with type 1 diabetes: the Wisconsin Epidemiologic Study of Diabetic Retinopathy: XVIII. , 2003, Ophthalmology.

[42]  Photocoagulation therapy for diabetic eye disease. Early Treatment Diabetic Retinopathy Study Research Group. , 1985, JAMA.

[43]  R. Klein,et al.  Retinal venular diameter as an early indicator of progression to proliferative diabetic retinopathy with and without high-risk characteristics in African Americans with type 1 diabetes mellitus. , 2011, Archives of ophthalmology.

[44]  M. Schneck,et al.  EARLY NEURAL AND VASCULAR CHANGES IN THE ADOLESCENT TYPE 1 AND TYPE 2 DIABETIC RETINA , 2012, Retina.

[45]  N. Chapman,et al.  Peripheral vascular disease is associated with abnormal arteriolar diameter relationships at bifurcations in the human retina. , 2002, Clinical science.

[46]  Liang Zhou,et al.  The detection and quantification of retinopathy using digital angiograms , 1994, IEEE Trans. Medical Imaging.