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An Ex Vivo Tissue Culture Model for Fibrovascular Complications in Proliferative Diabetic Retinopathy
Published on: January 25, 2019
Proliferative Diabetic Retinopathy Disproportionately Impacts Distressed Communities Near a Northeastern Academic
Akua A Frimpong1, Thomas L Chang2, June-Marie Weiss3
1Department of Ophthalmology, University of Vermont Larner College of Medicine, Burlington, Vermont.
Purpose:
To identify the associations between social determinants of health (SDoH) and the progression of proliferative diabetic retinopathy (PDR).
Design:
Secondary analysis of a retrospective cohort study.
Participants:
We extracted data from electronic medical records of individuals at the Yale Eye Center or Dana Eye Clinic, ages ≥18 years, who had a documented diagnosis of nonproliferative diabetic retinopathy (NPDR) at their first recorded (index) ophthalmology visit within the study period.
Methods:
We identified participants with NPDR whose disease progressed to PDR during the study time period. We assigned Distressed Communities Index (DCI) scores using participants' zip codes and created a visualized geographic distribution of scores using ArcGIS. We assessed differences in sociodemographic and health characteristics between participants whose disease progressed to PDR and those whose disease did not progress using 2-sample t tests, chi-square, and Fisher exact tests where appropriate. We used logistic regression to assess the associations between SDoH and progression to PDR. We conducted a time-to-event analysis using Cox proportional hazards regression, adjusting for relevant confounders.
Main Outcome Measures:
The primary outcome was the progression from NPDR to PDR.
Results:
Among the 1354 participants, 137 (10%) developed PDR within the study's 7-year period. Of the 137, 54% were male, 46% were aged ≥65 years, 35% identified as White or Caucasian, and 34% identified as Black or African American. Those whose disease progressed to PDR had significantly worse DCI scores compared to those whose disease did not progress (mean [standard deviation 64 (26) vs. 58 (27), P = 0.015). Unadjusted logistic regression revealed a significant association between DCI and progression to PDR (P = 0.037), whereas the adjusted model did not (P = 0.124).
Conclusions:
Participants with disease progression to PDR were more likely to live in disadvantaged areas. Using socioeconomic data and geographic mapping to identify high-risk populations may help health care professionals implement early screening and provide better resources for those at risk of retinal disease progression.
Financial Disclosures:
Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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