Abstract
Background and Purpose
Diabetic retinopathy (DR) is a common microvascular complication of diabetes which causes damage to the retina and may lead to rapid vision loss. Previous research has shown that the macrovascular complications of diabetes, including stroke, are often comorbid with DR. We sought to explore the association between DR and subsequent stroke events.
Methods
This is a secondary analysis of patients enrolled in the ACCORD Eye study. The primary outcome was stroke during follow-up. The exposure was presence of DR at study baseline. We fit adjusted Cox proportional hazards models to provide hazard ratios for stroke and included interaction terms with the ACCORD randomization arms.
Results
We included 2,828 patients, in whom the primary outcome of stroke was met by 117 (4.1%) patients during a mean (SD) of 5.4 (1.8) years of follow-up. DR was present in 874/2,828 (30.9%) of patients at baseline and was more common in patients with than without incident stroke (41.0% vs 30.5%, p=0.016). In an adjusted Cox regression model, DR was independently associated with incident stroke (HR 1.52, 95% CI 1.05–2.20, p=0.026). This association was not affected by randomization arm in the ACCORD glucose (p=0.300), lipid (p=0.660), or blood pressure interventions (p=0.469).
Conclusion
DR is associated with an increased risk of stroke, which suggests that the microvascular pathology inherent to DR has larger cerebrovascular implications. This association appears not to be mediated by serum glucose, lipid and blood pressure interventions.
Keywords: acute ischemic stroke, intracerebral hemorrhage, diabetes mellitus
Subject Terms: cerebrovascular disease/stroke, diabetes, hypertension
Introduction
The macrovascular complications of diabetes, including stroke, are often comorbid with shared and, possibly, synergistic vascular pathology. However, whether microvascular disease plays an important role in diabetic strokes remains unknown.1,2 Diabetic retinopathy (DR) is a common microvascular complication of diabetes and remains a leading cause of blindness in working-age adults in the United States, affecting almost one-third of diabetic patients over 40 years of age.3 Because diabetic patients have a higher risk of developing stroke than the general population, DR could be an important microvascular risk factor for the macrovascular sequelae of stroke.4,5 The aim of the present study was to determine the association of retinopathy with the risk of stroke in diabetic patients.
Methods
Study Population:
This is a secondary analysis of the Action to Control Cardiovascular Risk in Diabetes (ACCORD) Eye study, a sub-study of the ACCORD trial which is publicly available at https://www.ninds.nih.gov/Current-Research/Research-Funded-NINDS/Clinical-Research/Archived-Clinical-Research-Datasets. The ACCORD Eye study enrolled 3,472 patients without a history of photocoagulation or vitrectomy for DR and consisted of eye examinations conducted by a study ophthalmologist or optometrist, as well as seven-field stereoscopic color fundus photographs at baseline and at year 4 of follow-up. The eye exam included visual acuity measurement, slit lamp examination, and dilated fundus examination.6 We included patients with non-missing data on the study exposure, demographics, and outcome. Because the data was completely de-identified, local IRB approval was not required.
Assessment of DR and Stroke:
The ACCORD Eye study utilized a modified version of the Early Treatment Diabetic Retinopathy Study (ETDRS) scale. Severity levels from both eyes were combined, for a final score up to 17 points (see Supplementary Table I for the full score).7 Our study’s exposure was the presence of any DR on the baseline examination, which we defined as an ETDRS score of ≥4, corresponding to at least mild non-proliferative DR. The primary outcome was stroke during follow-up, which included ischemic and hemorrhagic events.8 Stroke was adjudicated by two primary reviewers and an experienced stroke adjudicator, who were blinded to the study interventions.
Statistical Analysis:
We fit Cox models to the primary outcome to provide hazard ratios for the risk of stroke in relation to DR. Covariates in the adjusted Cox model, chosen with backwards stepwise selection set to a p value <0.05, included baseline patient age, sex, history of cardiovascular disease, ACCORD treatment arm, and total cholesterol level (Table 1). We performed a sensitivity analysis where we adjusted for all baseline covariates and a second sensitivity analysis where we fit our adjusted Cox model with the predictor of no DR (ETDRS 1–3), mild DR (ETDRS 4–5), or moderate to severe DR (ETDRS ≥6).
Table 1.
Baseline demographics for the full cohort, and stratified by the outcome of stroke.
| Variable | Full Cohort (n=2,828) | Stroke (n=117) | No stroke (n=2,711) | p-value* |
|---|---|---|---|---|
| Age (years, mean±SD) | 62.1±6.3 | 63.8±6.2 | 62.0±6.3 | 0.004 |
| White (n, %) | 1,917, 67.8% | 86, 73.5% | 1,831, 67.5% | 0.176 |
| Male sex (n, %) | 1748, 61.8% | 88, 75.2% | 1,660, 61.2% | 0.002 |
| Current cigarette smoking (n, %) | 318, 11.2% | 13, 11.3% | 305, 11.3% | 0.963 |
| Hemoglobin A1c (%, mean±SD) | 8.5±0.9 | 8.5±0.9 | 8.5±0.9 | 0.961 |
| Years since diabetes diagnosis (mean±SD) | 9.9±7.0 | 10.0±7.2 | 9.9±7.0 | 0.887 |
| Total cholesterol (mg/dL, mean±SD) | 179.4±40.8 | 185.5±43.6 | 179.2±40.7 | 0.100 |
| History of prior stroke (n, %) | 125, 4.4% | 12, 10.3% | 113, 4.2% | 0.002 |
| History of cardiovascular disease (n, %) | 886, 31.3% | 67, 57.3% | 1,875, 69.2% | 0.007 |
| History of antihypertensive medications (n, %) | 2,375, 84.0% | 103, 88.0% | 2,272, 83.8% | 0.222 |
| History of hyperlipidemia medications (n, %) | 2,263, 80.0%, | 92, 78.6% | 2,171, 80.1% | 0.701 |
| ETDRS score (median, IQR) | 2, 1–4 | 2, 1–5 | 2, 1–4 | 0.031 |
| Diabetic retinopathy (n, %) | 874, 30.9% | 48, 41.0% | 826, 30.5% | 0.016 |
p value calculated with Student’s t-test for continuous variables, the Wilcoxon rank-sum test for ordinal variables, and the chi-square test for binary variables.
Results
Of the 3,472 patients that were enrolled, we included 2,828 (Table 1, Supplementary Table I). Of the 2,828 patients, the primary outcome of stroke was met by 117 (4.1%) patients during a mean (SD) of 5.4 (1.8) years of follow-up. DR was present in 874/2,828 (30.9%) of patients at baseline and was more common in patients with than without incident stroke during follow-up (41.0% vs 30.5%, p=0.016).
Figure 1 shows a Kaplan-Meier curve fit to the outcome of stroke (unadjusted HR 1.55, 95% CI 1.07–2.24, p=0.020, Log-rank p=0.019). In the Cox regression model, DR was independently associated with incident stroke (HR 1.52, 95% CI 1.05–2.20, p=0.026) (Table 2). The interaction terms between DR and ACCORD treatment arm were not significant in unadjusted (data not shown) and adjusted models: DR*glucose intervention, HR 0.67, 95% CI 0.32–1.42, p=0.300; DR*lipid intervention, n=1,582, HR 1.29, 95% CI 0.42–4.00, p=0.660; DR*blood pressure intervention, n=1,246, HR 0.69, 95% CI 0.25–1.91, p=0.469.
Figure 1.
Kaplan-Meier curves showing stroke events in patients without diabetic retinopathy at baseline (ETDRS 1–3) versus those with diabetic retinopathy (ETDRS ≥4).
Table 2.
Multivariate Cox regression model fit to incident stroke.
| Hazard Ratio (95%CI) |
p value | |
|---|---|---|
| Baseline age | 1.05 (1.02–1.08) | 0.001 |
| Total cholesterol | 1.01 (1.00–1.01) | 0.004 |
| History of cardiovascular disease | 1.60 (1.10–2.33) | 0.013 |
| Male sex | 2.03 (1.31–3.13) | 0.001 |
| ACCORD randomization arm | 1.09 (1.00–1.18) | 0.039 |
| Diabetic retinopathy (ETDRS ≥4) | 1.52 (1.05–2.20) | 0.026 |
In the sensitivity analysis adjusted for all covariates in Table 1, DR remained associated with incident stroke (HR 1.76, 95% CI 1.16–2.65, p=0.007). In the second sensitivity analysis, we found that compared to no DR (n=1,954), the subgroups of mild (n=563) and moderate-severe DR (n=311) remained associated with stroke (adjusted HR per ordinal shift: 1.32, 95% CI 1.04–1.67, p=0.022). Compared to the patients with no DR, those with moderate-severe DR had an even higher risk of stroke (adjusted HR 1.69, 95% CI 1.01–2.80, p=0.044).
Discussion
Baseline DR in the ACCORD Eye trial was associated with an increased risk of stroke during follow-up. These findings are similar to an analysis performed in the ARIC cohort9 and also in the Wisconsin Epidemiological Study of DR, which found that only proliferative DR was associated with stroke.10,11 Conversely, in the United Kingdom Prospective Diabetes Study, DR was not a significant risk factor for stroke (Supplementary Table II).12 However, these studies did not have strict control of vascular risk factors or intensive treatment cohorts. We did not, however, find that the glucose, lipid, or blood pressure interventions in ACCORD had an impact on the association between diabetic retinopathy and stroke, although we may have been underpowered to detect such an association.
This study strengthens the association between DR and stroke. While the pathogenesis of DR is not well-understood, inflammatory and hematologic changes from prolonged hyperglycemia ultimately lead to microvascular endothelial injury and pericyte loss.13 Intraretinal capillary occlusion can lead to progressive retinal nonperfusion and sequelae from retinal ischemia. Additional studies into these microvascular mechanisms may yield insight into potential treatment approaches to mitigate the risk of diabetic stroke.
The main limitation of our study is that it is a secondary analysis of a subgroup from a randomized-controlled clinical trial, which introduces selection bias. We also do not have enough stroke events to evaluate the potential association between DR with incident ischemic and hemorrhagic strokes, which have shared, but also distinct pathophysiology. We also were not able to delve into ischemic stroke subtypes. DR, for example, could lead to a higher risk of lacunar stroke than large artery atherosclerotic stroke. The strengths of our study are that ACCORD Eye had exceptional rigor in the measurements of exposure, outcome, and potential confounders.
Conclusion
We found an independent association between DR and stroke, suggesting that the microvascular pathology inherent to DR has larger cerebrovascular implications.
Supplementary Material
Acknowledgments:
Sources of Funding: Dr. de Havenon is supported by NIH-NINDS K23NS105924. Dr Majersik is supported by NIH-NINDS U24NS107228. The other authors report no conflicts.
Non-standard abbreviations and acronyms
- DR
Diabetic Retinopathy
- ACCORD
Action to Control Cardiovascular Risk in Diabetes
- ETDRS
Early Treatment Diabetic Retinopathy Study
Footnotes
Disclosures: None.
Contributor Information
Ka-Ho Wong, Department of Neurology, University of Utah.
Katherine Hu, Department of Ophthalmology, University of Utah.
Georgios Tsivgoulis, Second Department of Neurology, National & Kapodistrian University of Athens, Athens, Greece.
References:
- 1.Abbott RD, Donahue RP, MacMahon SW, Reed DM, Yano K. Diabetes and the risk of stroke. The Honolulu Heart Program. JAMA. 1987; 257: 949–952. [PubMed] [Google Scholar]
- 2.Tuomilehto J, Rastenyte D, Jousilahti P, Sarti C, Vartiainen E. Diabetes mellitus as a risk factor for death from stroke. Prospective study of the middle-aged Finnish population. Stroke. 1996; 27: 210–215. [DOI] [PubMed] [Google Scholar]
- 3.Watch Out for Diabetic Retinopathy. Center of Disease Control and Prevention. https://www.cdc.gov/features/diabetic-retinopathy/index.html
- 4.Palacio Santiago, McClure Leslie A., Benavente Oscar R., Bazan Carlos III, Pergola Pablo, and Hart Robert G. “Lacunar strokes in patients with diabetes mellitus: risk factors, infarct location, and prognosis: the secondary prevention of small subcortical strokes study.” Stroke 45, no. 9 (2014): 2689–2694. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Chen Rong, Ovbiagele Bruce, and Feng Wuwei. “Diabetes and stroke: epidemiology, pathophysiology, pharmaceuticals and outcomes.” The American journal of the medical sciences 351, no. 4 (2016): 380–386. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Gangaputra Sapna, Lovato James F., Hubbard Larry, Davis Matthew D., Esser Barbara A., Ambrosius Walter T., Chew Emily Y. et al. “Comparison of standardized clinical classification with fundus photograph grading for the assessment of Diabetic Retinopathy and diabetic macular edema severity.” Retina (Philadelphia, Pa.) 33, no. 7 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Early Treatment Diabetic Retinopathy Study Research Group. “Fundus photographic risk factors for progression of Diabetic Retinopathy: ETDRS report number 12.” Ophthalmology 98, no. 5 (1991): 823–833. [PubMed] [Google Scholar]
- 8.Buse John B., and ACCORD Study Group. “Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial: design and methods.” The American journal of cardiology 99, no. 12 (2007): S21–S33. [DOI] [PubMed] [Google Scholar]
- 9.Cheung Ning, Rogers Sophie, Couper David J., Klein Ronald, Sharrett A. Richey, and Wong Tien Y. “Is Diabetic Retinopathy an independent risk factor for ischemic stroke?.” Stroke 38, no. 2 (2007): 398–401. [DOI] [PubMed] [Google Scholar]
- 10.Klein Ronald, Klein Barbara EK, and Moss Scot E. “Epidemiology of proliferative Diabetic Retinopathy.” Diabetes care 15, no. 12 (1992): 1875–1891. [DOI] [PubMed] [Google Scholar]
- 11.Klein Ronald, Klein Barbara EK, Moss Scot E. , and Cruickshanks Karen J. “Association of ocular disease and mortality in a diabetic population.” Archives of ophthalmology 117, no. 11 (1999): 1487–1495. [DOI] [PubMed] [Google Scholar]
- 12.Davis Timothy ME, Millns Helen, Stratton Irene M., Holman Rury R., and Turner Robert C. “Risk factors for stroke in type 2 diabetes mellitus: United Kingdom Prospective Diabetes Study (UKPDS) 29.” Archives of internal medicine 159, no. 10 (1999): 1097–1103. [DOI] [PubMed] [Google Scholar]
- 13.Kern Timothy S., Antonetti David A., and Smith Lois EH. “Pathophysiology of Diabetic Retinopathy: Contribution and Limitations of Laboratory Research.” Ophthalmic research 62, no. 4 (2019): 191–197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.ACCORD Study Group; ACCORD Eye Study Group, Chew EY, et al. Effects of medical therapies on retinopathy progression in type 2 diabetes [published correction appears in N Engl J Med. 2011 Jan 13;364(2):190] [published correction appears in N Engl J Med. 2012 Dec 20;367(25):2458]. N Engl J Med. 2010;363(3):233–244. 10.1056/NEJMoa1001288 [DOI] [PMC free article] [PubMed] [Google Scholar]
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