Retinal Vessel Calibers Predict Long-term Microvascular Complications in Type 1 Diabetes: The Danish Cohort of Pediatric Diabetes 1987 (DCPD1987)
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1 3906 Diabetes Volume 63, November 2014 Rebecca Broe, 1,2,3 Malin L. Rasmussen, 1,2 Ulrik Frydkjaer-Olsen, 1,2 Birthe S. Olsen, 4,5 Henrik B. Mortensen, 4,5 Lauren Hodgson, 6 Tien Y. Wong, 6,7 Tunde Peto, 2,8 and Jakob Grauslund 1,2 Retinal Vessel Calibers Predict Long-term Microvascular Complications in Type 1 Diabetes: The Danish Cohort of Pediatric Diabetes 1987 (DCPD1987) Diabetes 2014;63: DOI: /db COMPLICATIONS Diabetic neuropathy, nephropathy, and retinopathy cause significant morbidity in patients with type 1 diabetes, even though improvements in treatment modalities delay the appearance and reduce the severity of these complications. To prevent or further delay the onset, it is necessary to better understand common underlying pathogenesis and to discover preclinical biomarkers of these complications. Retinal vessel calibers have been associated with the presence of microvascular complications, but their long-term predictive value has only been sparsely investigated. We examined retinal vessel calibers as 16-year predictors of diabetic nephropathy, neuropathy, and proliferative retinopathy in a young population-based Danish cohort with type 1 diabetes. We used semiautomated computer software to analyze vessel diameters on baseline retinal photos. Calibers of all vessels coursing through a zone disc diameter from the disc margin were measured and summarized as the central artery and vein equivalents. In multiple regression analyses, we found wider venular diameters and smaller arteriolar diameters were both predictive of the 16-year development of nephropathy, neuropathy, and proliferative retinopathy. Early retinal vessel caliber changes are seemingly early markers of microvascular processes, precede the development of microvascular complications, and are a potential noninvasive predictive test on future risk of diabetic retinopathy, neuropathy, and nephropathy. Diabetic microvascular complications, namely diabetic peripheral neuropathy (DPN), diabetic nephropathy (DN), and diabetic retinopathy (DR), are common in type 1 diabetes (1) despite advances in metabolic care. Identifying new predictors of microvascular disease could be helpful for early individual risk stratification, which may provide better opportunity for timely implementation of effective interventions. For this purpose, the retinal vasculature provides a unique opportunity to assess vascular health directly and noninvasively in vivo. Studies have investigated how retinal vessel calibers are associated with microvascular complications in both type 1 and type 2 diabetes (2 14). The evidence to date suggests that wider retinal venular diameters are associated with presence of both DN and severe levels of DR in several cross-sectional studies (3,8 10) and with incident DN (4,5) and progression to severe DR (13,14) in 1 Department of Ophthalmology, Odense University Hospital, Odense, Denmark 2 Clinical Research Institute, University of Southern Denmark, Odense, Denmark 3 OPEN (Odense Patient data Explorative Network), Odense University Hospital, Odense, Denmark 4 Department of Pediatrics E, Herlev Hospital, Herlev, Denmark 5 Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark 6 Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, University of Melbourne, Melbourne, Victoria, Australia 7 Singapore Eye Research Institute, Singapore National Eye Center, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 8 NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, U.K. Corresponding author: Rebecca Broe, rebecca.broe@rsyd.dk. Received 10 February 2014 and accepted 2 June by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered.
2 diabetes.diabetesjournals.org Broe and Associates 3907 prospective studies. No relations between retinal venular diameters and DPN have been shown thus far (2,4,6,7). Concurrently, narrower arteriolar diameters have been linked to severe DR (3,8) and DN (2,3) in cross-sectional reports, but the results for DPN have been inconclusive (2,6,7). Two prospective studies proposed that in type 1 diabetes, wider arteriolar diameters are associated with an increased risk of incident DR (11,12), whereas other groups showed no longitudinal correlation between arteriolar diameters and diabetic microvascular complications (4,5,13). Because most previous studies on retinal vascular calibers and diabetes complications are cross-sectional or short-term follow-up studies, there is very limited information on the predictive value of these measurements. Prospective studies with long follow-up periods are needed to define the link between retinal vascular calibers and diabetic microvascular complications. The aim of this study was to investigate the predictive value of retinal vascular calibers on microvascular complications in a 16-year prospective study of a young population-based Danish cohort with type 1 diabetes. RESEARCH DESIGN AND METHODS Study Population The participants in this study were identified from a nationwide population-based pediatric cohort of Danish children with type 1 diabetes who were initially studied in (n = 720), the Danish Cohort of Pediatric Diabetes 1987 (DCPD1987). Detailed characteristics of this cohort have been reported elsewhere (15 22). Of this cohort, 339 were included in a baseline examination in 1995 and thus eligible for 16-year follow-up in Of these, 15 (4.4%) were excluded for follow-up due to missing baseline retinal photographs, 13 (3.8%) had died, and 63 (18.6%) were unreachable because they had emigrated or could not be contacted due to research protection. Of the remaining 248 patients, 185 (74.6%) participated at the follow-up in 2011 and 63 (25.4%) declined to participate. The study was performed in accordance with the criteria of the Helsinki II Declaration and was approved by the local scientific ethics committee. All patients gave a written informed consent at baseline and at follow-up examinations. Baseline Examinations and Measurements of Retinal Vascular Caliber In 1995, information on sex, age, diabetes duration, HbA 1c, blood pressure, BMI, vibration perception threshold (VPT), determination of mean albumin excretion rate (AER), and presence of DR was collected. The methods used have been described elsewhere (16); however; baseline micro- and macroalbuminuria were defined as a mean AER of mg/min and.200 mg/min, respectively, in at least two timed overnight urine collections. Color retinal photographs were taken after pupillary dilation by certified operators using retinal cameras in accordance with the European Diabetes Study Group (EURODIAB) recommendations (23). The film slides were later digitalized with the DigitDia 5000 (Reflecta, Rottenburg, Germany) film scanner. Two photographs, a macular-temporal field and a disc-nasal field, were taken of each eye. The latter was used for analyses of vessel diameters. A high intereye correlation has been shown previously, and consequently, we only used the right eye for assessment of vessel calibers (24). If the photograph of the right eye was not of sufficient quality for grading, the left eye was used. Retinal vascular calibers were assessed by the same certified and validated grader with a computerbased program following a previously validated protocol (24,25). Diameters of all vessels coursing completely through a zone disc diameter from the disc margin were measured with IVAN image analysis software (Department of Ophthalmology Visual Science, University of Wisconsin, Madison, WI). The calibers of the central retinal artery and vein were estimated using the big-6 formula, a method that combines diameter measurements of the six largest arterioles and the six largest venules into the central artery and vein equivalents (CRAE and CRVE, respectively) (26). In other words, the diameter of the six largest arterioles in the specified zone is used to calculate the diameter of the central retinal artery as it enters from the optic disc. CRAE is therefore an estimated central retinal artery diameter based on measurements of its branches. The method for calculating CRVE is similar. For assessment of baseline DR, all photos were graded by the same certified grader by a modified Early Treatment of Diabetic Retinopathy Study (ETDRS) protocol, allowing for nonstandard photography (15,27). Outcome Measures in 2011 The examinations took place between 1 January and 1 November The participants underwent a clinical examination where VPT was measured in triplicate on the apex of the right first toe with a hand-held biothesiometer (Bio-Medical Instrument Company, Newbury, OH). The mean of the last two measurements was calculated, and a mean VPT of.25 volts was considered abnormal. Participants with an abnormal mean VPT were classified as having DPN. Spot urine samples were collected and analyzed centrally to determine the urine albumin-to-creatinine ratio (ACR). Participants with ongoing infections or who were menstruating were asked to hand in urine samples at a later time. Laboratory measurements of albumin and creatinine were performed on an Abbott Architect analyzer by immunoturbidimetric and enzymatic assays, respectively. A spot urine ACR was then calculated and microalbuminuria was defined as ACR = mg/g and macroalbuminuria as ACR $300 mg/g. Participants with macroalbuminuria at follow-up, or who had had a renal transplant or had received dialysis, were classified as having DN. We used the Danish
3 3908 A Population-Based Cohort Study Diabetes Volume 63, November 2014 Patient Registry to identify those who had dialysis/renal transplant among the patients who declined to participate. Participants underwent an ophthalmological examination, including retinal photography where seven 45 fields were taken of each eye in accordance with the ETDRS standards (28). Nonstereoscopic, digital color retinal photographs were performed in mydriasis (Tropicamide 1% and epinephrine 10%) by the same trained and certified operator using 3D OCT-2000 Spectral Domain OCT (Topcon, Tokyo, Japan). Images were captured at a resolution of pixels. The retinal photographs were graded by the same certified grader by a modified ETDRS scale (15,27). Participants were classified as having proliferative diabetic retinopathy (PDR) if they had ETDRS level 61 or higher on the eye included in the vessel analysis. We used the Danish Patient Registry to identify those who had had panretinal photocoagulation among the patients who declined to participate to getanestimateoftheincidencerateofpdrinthis group. Statistical Methods Categorical data are presented as percentages, whereas continuous data are presented as means 6 SD. We used the Mann-Whitney U test for differences between two groups, the Cuzick test for trend for several groups, and the Spearman rank correlation to test for associations between two continuous variables. Multiple logistic regression analyses with backward selection were performed to estimate odds ratios (ORs) for incident DPN, DN, and PDR. All baseline variables (sex, age, diabetes duration, HbA 1c, blood pressure, BMI, VPT, mean AER, and level of retinopathy) were included in each of these models. All participants with VPT,25 volts at baseline were considered at risk for incident DPN, and all participants without PDR at baseline were at risk for incident PDR. Patients with baseline mean AER.200 mg/min (overt DN) were excluded from analyses on renal function at follow-up. The 95% CI are given for estimates of ORs and were considered statistically significant when they did not cross 1.0. Findings with a P value,0.05 were considered statistically significant. For analyses on cutoff points for CRAE and CRVE, we generated a series of dichotomous variables for each 10-mm increase in diameter (i.e., over/under CRAE = 140 mm, over/under CRAE = 150 mm, etc.). We ran multiple logistic regressions for every new CRAE and CRVE variable, for each end point, and plotted receiver operating characteristics curves for each regression model to determine the area under the curve (AUC). We furthermore tested the equality of the highest versus the lowest AUC for each outcome with respect to both CRAE and CRVE cutoffs to determine if there was a significant difference in the predictive value of the models. If a significant difference was found between the lowest versus the highest AUC, we tested the second lowest AUC against the highest; if this difference was significant, we proceeded on to the third lowest versus highest, etc., to establish the span of the investigated threshold. For the cutoffs producing the highest AUCs, the ORs were used to calculate an estimate of the risk increase (as a percentage) of a given outcome for participants below vs. above this threshold. All statistical calculations were performed with STATA 11.1 software (StataCorp LP, College Station, TX). RESULTS Characteristics of the Study Population All 185 participants (49.7% males) had at least one gradable baseline retinal photo for vessel analyses, and thus, none were excluded for this reason. The mean age and diabetes duration at baseline of the participants were 21.0 and 13.5 years, respectively. A comparison was done between the participants and the patients who were available for follow-up but declined to participate (Table 1). The patients who declined had significantly higher HbA 1c values at baseline than the participants, but the groups did not differ in any other respect. The range of CRAE and CRVE were mm and mm, respectively, for the 185 participants and were mm and mm, respectively, for the 63 who declined. The distribution of CRAE and CRVE in these two groups is shown in Fig. 1. Relationship Between Retinal Vascular Calibers and Clinical Baseline Characteristics Table 2 demonstrates how various baseline characteristics of the participants were associated with CRAE and CRVE when looked at separately. CRVE was significantly related to the level of retinopathy, diabetes duration, VPT, and systolic blood pressure, when analyzed one by one. Furthermore, there was a borderline association with diastolic blood pressure. CRAE was significantly related to systolic and diastolic blood pressure. Associations of Retinal Vascular Calibers and Incident DPN DPN was evaluated in 162 patients at follow-up who had had VPT,25 volts at baseline in Of these, 17 (10.5%) had developed DPN during the 16 years. As reported in Table 3, multiple logistic regressions found CRAE (OR 2.96 per 10-mm decrease; 95% CI ) and CRVE (OR 1.52 per 10-mm increase; 95% CI ) were both significantly associated with the 16-year incidence of DPN. Other baseline risk factors associated with DPN were increasing age (OR 1.62 per 1-year increase; 95% CI ), male sex (OR 3.62 vs. female sex; 95% CI ), increasing HbA 1c (OR 3.53 per 1% increase; 95% CI ), increasing diastolic blood pressure (OR 2.77 per 10-mmHg increase; 95% CI ), and increasing VPT (OR 1.62 per 1-volt increase; 95% CI ).
4 diabetes.diabetesjournals.org Broe and Associates 3909 Table 1 Baseline characteristics (1995) of participants and nonparticipants (declined) in the 16-year follow-up examination in 2011 Participants (N = 185) Nonparticipants (N = 63) Baseline characteristics, 1995 n Mean 6 SD n Mean 6 SD P* CRAE (mm) CRVE (mm) Age (years) Duration of diabetes (years) HbA 1c (%) ,0.01 HbA 1c (mmol/mol) ,0.01 Blood pressure (mmhg) Systolic Diastolic BMI (kg/m 2 ) VPT (V) n % n % P** Male sex Albuminuria None (mean AER,20 mg/min) Micro (mean AER = mg/min) Macro (mean AER.200 mg/min) Retinopathy None Nonproliferative Proliferative Continuous data are presented as mean 6 SD and categorical as n with percentages. *Comparison with participants using Mann-Whitney U tests. **Comparison with participants using x 2 tests. Associations of Retinal Vascular Calibers and DN A total of 166 participants without macroalbuminuria at baseline in 1995 handed in urine samples at follow-up and were included in analyses of vessel diameters and incident DN. Of these, 13 patients (7.8%) had developed macroalbuminuria, had had a kidney transplant (n = 2), and/or had received dialysis (n = 4) at follow-up. Among the 63 patients who declined to participate at follow-up, 1 had had a kidney transplant, and none had received dialysis. CRAE (OR 2.63 per 10-mm decrease; 95% CI ) and CRVE (OR 1.76 per 10-mm increase; 95% CI ) were both significantly associated with the 16- year incidence of DN in the multiple logistic regression model (Table 3). Of the other risk factors we adjusted for in the model, only increasing diastolic blood pressure (OR 4.06 per 10-mmHg increase; 95% CI ) and increasing levels of HbA 1c (OR 2.18 per 1% increase; 95% CI ) were associated with DN. Associations of Retinal Vascular Calibers and Incident PDR One of the 185 participants had PDR at baseline in 1995 and was excluded from this analysis. Of the 184 patients at risk, 50 (27.2%) progressed to PDR during the 16-year period on the eye chosen for vessel analyses. Among the 63 patients who declined participation in 2011, 26 (41.3%) had had panretinal photocoagulation performed in at least one eye. As reported in Table 3, multiple logistic regressions found CRAE (OR 1.56 per 10-mm decrease; 95% CI ) and CRVE (OR 1.36 per 10-mm increase; 95% CI ) were both significantly associated with the 16-year incidence of PDR. Other baseline risk factors associated with PDR were HbA 1c (OR 2.44 per 1% increase; 95% CI ), diastolic blood pressure (OR 1.95 per 10-mmHg increase; 95% CI ), and baseline retinopathy at ETDRS level 35 (OR 6.15 vs. level 10; 95% CI ). Baseline retinopathy at levels 20 and 43 versus level 10 was not significantly associated with incident PDR. Cutoff Points for CRAE and CRVE As Predictors of Microvascular Complications We used the following dichotomous variables for CRAE: over/under 140, 150, 160, 170, and 180 mm, and for CRVE: over/under 210, 220, 230, 240, 250, 260, 270, and 280 mm. The calculated AUCs for each multiple regression are reported in Table 4. For CRAE, the highest AUC was produced with the cutoff 170 mm with respect to incident DPN and DN and with 180 mm for incident PDR. For each outcome, no significant difference was found when comparing the highest AUC with the lowest (P = 0.10, 0.10, and 0.18,
5 3910 A Population-Based Cohort Study Diabetes Volume 63, November 2014 Figure 1 CRAE distribution is shown in the 185 participants at follow-up in 2011 (top left) and in the 63 who declined to participate at follow-up (top right). CRVE distribution is shown in the 185 participants (bottom left) and in the 63 who declined participation (bottom right). respectively). Participants with CRAE of less than 170 mm had an increased risk of incident DPN and DN of 803% and 1,090%, respectively, compared with participants above this threshold (DPN: OR 9.03 [95% CI ]; DN: OR [95% CI ]). Participants below CRAE 180 mm had a 436% increased risk of incident PDR compared with participants above (OR 5.36; 95% CI ). For CRVE, the highest AUC was seen with the cutoff 260 mm with respect to incident DPN and with 250 mm for DN and PDR. No significant difference was found when the highest AUC was compared with the lowest for all three outcomes (P = 0.25, 0.25, and 0.13, respectively). Participants with CRVE above 260 mm had an increased risk of incident DPN of 592% compared with participants below this threshold (OR 6.92; 95% CI ). Participants above CRVE 250 mm had a 341% and 224% increased risk of incident DN and PDR, respectively, compared with participants below (DN: OR 4.41 [95% CI ]; PDR: OR 3.24 [95% CI ]). DISCUSSION In this prospective study of young patients with type 1 diabetes, changes in retinal vascular caliber (wider venular caliber and narrow arteriolar caliber) were consistently associated with the 16-year incidence of the major diabetic microvascular complications, namely DPN, DN, and PDR. Most previous studies have examined these complications separately, and no previous studies have investigated the relation between retinal vessel calibers and DPN prospectively; with cross-sectional reports inconclusive (2,4,6,7). Our results show a strong association between DPN and both narrow arteriolar and wide venular diameters, despite the relatively small number of cases. A possible link between retinal vessel diameters and renal disease was illustrated earlier in the Wisconsin Epidemiologic Study of Diabetic Retinopathy, where larger retinal venular caliber was independently associated with the 10-year incidence of DN in type 2 diabetes (4) and the 16-year incidence in type 1 diabetes (5). Nevertheless, they found no associations with arteriolar caliber. Our data support the concept that retinal venular dilation is
6 diabetes.diabetesjournals.org Broe and Associates 3911 Table 2 Baseline characteristics in 185 participants in relation to CRAE and CRVE Retinal arteriolar caliber (CRAE in mm) Retinal venular caliber (CRVE in mm) Clinical characteristic N Mean 6 SD P* Mean 6 SD P* Sex Male Female Albuminuria None Micro Macro Retinopathy 0.57,0.02 ETDRS ETDRS ETDRS ETDRS ETDRS 61 1 r P** r P** Age (per 1 year) Diabetes duration (per 1 year) ,0.01 HbA 1c (per 1%) HbA 1c (per 1 mmol/mol) Blood pressure (per 1 mmhg) Systolic 20.15, ,0.05 Diastolic 20.15, BMI (per 1 kg/m 2 ) VPT (per 1 volt) ,0.03 Data are presented as mean 6 SD when comparing groups. *Mann-Whitney U tests were used for comparison between two groups, and Cuzick tests were used for comparison among three groups. **The Spearman rank correlation test was used to test for correlations between continuous variables. related to the development of DN in people with type 1 diabetes. Moreover, we observed a relation between narrower arteriolar calibers and the 16-year incidence of nephropathy, which has not been previously demonstrated longitudinally, but a similar association was presented in cross-sectional reports (2,3). Hypertension is known to accelerate the progression of renal disease in patients with diabetes (29). In addition to the well-known association between narrow arteriolar calibers and coexisting hypertension (30 32), a meta-analysis and data pooling study showed that narrow retinal arteriolar calibers appear to precede clinical hypertension (33). Therefore, a plausible explanation for the link between narrower arteriolar caliber and incident DN seen in this population, compared with previously studied cohorts, is a higher prevalence of hypertension after the baseline examination. Large venular calibers (3,8 10) and narrow arteriolar calibers (3,8) were formerly associated with the presence of severe DR in cross-sectional reports. We showed the same relation for the 16-year progression to PDR. Large venular calibers have previously been related to progression to severe DR in some studies with shorter follow-up periods (13,14). In contrast to our data, two prospective studies found larger arteriolar caliber was associated with an increased risk of incident DR (11,12), but another group could not show this correlation (13). However, these studies focused on the short-term incidence of DR and general progression of the disease and not incident PDR. Relations between hypertension and DR have been demonstrated earlier (34). As with our findings on retinal arteriolar narrowing and incident DN, we speculate that a high prevalence of hypertension after baseline examinations Table 3 Associations between CRAE and CRVE and the 16-year incidence of microvascular disease among 185 young patients with type 1 diabetes from the DCPD1987 study DPN DN PDR Change OR (95% CI) P* OR (95% CI) P* OR (95% CI) P* CRAE 210 mm 2.96 ( ), ( ), ( ),0.03 CRVE 10 mm 1.52 ( ), ( ), ( ),0.02 *Calculated using multiple logistic regression models.
7 3912 A Population-Based Cohort Study Diabetes Volume 63, November 2014 Table 4 Receiving operator characteristic AUCs for multiple logistic regression models on incident DPN, DN, and PDR in 185 young patients with type 1 diabetes from the DCPD1987 study DPN DN PDR Cutoff values AUC P* AUC P* AUC P* CRAE (mm) ** ** CRVE (mm) ** The highest values for CRAE and CRVE for each group are shown in italic. *Comparison between highest and lowest AUC. **The variables CRAE 140 and 180 and CRVE 280 were omitted due to empty groups in the regression model with DN as the outcome. partly explains the association between narrower arteriolar caliber and PDR seen in our cohort. The underlying pathophysiological mechanisms of the venular dilation observed in this study are not fully known. One hypothesis is retinal hypoxia (35,36). Another possible mechanism is inflammation, because larger retinal venules were linked to higher levels of inflammatory biomarkers (37,38). In addition, studies on vasodilatory response to flicker-light stimulation, a process reflecting the endothelial function of retinal vessels, propose that larger retinal venular and arteriolar calibers indicate endothelial dysfunction (39,40). Our findings on arteriolar calibers do not confirm this, though. It is possible that mechanisms stronger than endothelial dysfunction, such as hypertensive mechanisms, have a superior effect on the arterioles in our cohort. In the pursuit for cutoff values, participants with CRAE values below mm seemed to be at higher risk of microvasculopathy than those with higher values. However, this was only an observed trend, because we could not show a significant difference between the highest AUCs and even the lowest ones. Thus, it cannot be concluded that these thresholds are the best in predicting microvascular disease. We similarly observed the highest AUCs for CRVE cutoffs in an area of mm but found no significant difference compared with the lowest AUCs. We speculate that the relatively low number of participants in the study might be the reason these observed trends were not significant. Correspondingly, the number of participants is a plausible explanation for the relatively high-risk increase calculated for each outcome for patients below/ above a given threshold compared with the opposite group. The logistic regression with CRAE and CRVE categorized by a chosen threshold produced rather large CIs, and these numbers should therefore be interpreted with caution. Future studies are clearly needed to establish the cutoffs and the risk estimations. The strengths of this study include the populationbased cohort, the long follow-up time, and use of quantitative methods for assessment of vascular calibers by standardized protocols. None of the participants had ungradable retinal photographs, and all were graded by the same, certified grader. Most participants had little or no vascular disease at baseline, which provides a better estimate of the predictive value of retinal vessel caliber because progression to the end-stage of any complication is a major increase. A limitation to this study is the relatively small number of patients; however; our results were statistically significant irrespective of this. Intermediate measurements on the cohort would provide valuable information on the timeline in the development of complications, but such data are not available, unfortunately. Nephropathy at baseline and follow-up was assessed with different methods: mean AER was used at baseline, and ACR was used at follow-up. Classification issues have been shown when these two methods are compared (41); however, only smaller differences were observed for the classification of macroalbuminuria that we used for defining DN in this study, and we therefore speculate that this is a minor issue. Assessing DR from two fundus photos at baseline compared with seven at follow-up make underestimation of DR at baseline a possibility. Nevertheless, it has previously been shown that the two EURODIAB fields are acceptable for grading DR compared with the seven ETDRS fields (23). In conclusion, our study supports that changes in retinal vascular calibers are preclinical biomarkers of early diabetic neuropathy, nephropathy, and retinopathy in individuals with type 1 diabetes. This could possibly be an indication of a common pathogenic pathway for diabetic microvascular complications, and thus, retinal imaging could provide a noninvasive instrument to identify patients at risk for microvasculopathy (42). Funding. This work was supported by Fight for Sight, Denmark; Synoptik Foundation; Medivit Aps; Gangsted Foundation; Foundation of Karen Svankjaer Yde; Lykfeldts Grant; The A.P. Moeller Foundation for the Advancement of Medical Science; The Region of Southern Denmark; and The University of Southern Denmark. Duality of Interest. No potential conflicts of interest relevant to this article were reported. Author Contributions. R.B. contributed to the study concept and design, contributed to the acquisition of data, performed data analyses, and wrote the initial draft of the paper. M.L.R. and L.H. contributed to the acquisition and
8 diabetes.diabetesjournals.org Broe and Associates 3913 interpretation of data and revised the paper critically for intellectual content. U.F.-O. contributed to the acquisition of data. B.S.O. and H.B.M. contributed to the study concept and design, contributed to the acquisition and interpretation of data, and revised the paper critically for intellectual content. T.Y.W. and T.P. contributed to the interpretation of data and revised the paper critically for intellectual content. J.G. contributed to the study concept and design, contributed to the interpretation of data, and revised the paper critically for intellectual content. All authors approved the final version of the paper. R.B. is the guarantor of this work and, as such, had full access to all the data in the study and takes full responsibility for the integrity of the data, and the accuracy of the data analysis. Prior Presentation. 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Grading diabetic retinopathy from stereoscopic color fundus photographs an extension of the modified Airlie House classification. ETDRS report number 10. Ophthalmology 1991;98(Suppl.): National Eye Institute. Early Treatment Diabetic Retinopathy Study Research Group. Early Treatment Diabetic Retinopathy Study (ETDRS): Manual of Operations. Springfield, VA, U.S. Department of Commerce, National Technical Information Service, Giunti S, Barit D, Cooper ME. Mechanisms of diabetic nephropathy: role of hypertension. Hypertension 2006;48: Cheung CY, Ikram MK, Sabanayagam C, Wong TY. Retinal microvasculature as a model to study the manifestations of hypertension. Hypertension 2012;60: Wong TY, Mitchell P. Hypertensive retinopathy. N Engl J Med 2004;351: Wong TY, Mitchell P. The eye in hypertension. Lancet 2007;369: Chew SK, Xie J, Wang JJ. Retinal arteriolar diameter and the prevalence and incidence of hypertension: a systematic review and meta-analysis of their association. 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9 3914 A Population-Based Cohort Study Diabetes Volume 63, November Stefansson E, Landers MB 3rd, Wolbarsht ML. Oxygenation and vasodilatation in relation to diabetic and other proliferative retinopathies. Ophthalmic Surg 1983;14: Klein R, Klein BE, Knudtson MD, Wong TY, Tsai MY. Are inflammatory factors related to retinal vessel caliber? The Beaver Dam Eye Study. Arch Ophthalmol 2006;124: Wong TY, Islam FM, Klein R, et al. Retinal vascular caliber, cardiovascular risk factors, and inflammation: the Multi-Ethnic Study of Atherosclerosis (MESA). Invest Ophthalmol Vis Sci 2006;47: Nguyen TT, Kawasaki R, Wang JJ, et al. Flicker light-induced retinal vasodilation in diabetes and diabetic retinopathy. Diabetes Care 2009;32: Nguyen TT, Kawasaki R, Kreis AJ, et al. Correlation of light-flicker-induced retinal vasodilation and retinal vascular caliber measurements in diabetes. Invest Ophthalmol Vis Sci 2009;50: Younes N, Cleary PA, Steffes MW, et al.; DCCT/EDIC Research Group. Comparison of urinary albumin-creatinine ratio and albumin excretion rate in the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications study. Clin J Am Soc Nephrol 2010;5: Cheung N, Wong TY. Predicting risk of diabetic retinopathy from retinal vessel analysis: personalized medicine in transition. Arch Ophthalmol 2012;130:
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