학술논문

Rates of diabetic retinopathy among cluster analysis—identified type 2 diabetic mellitus subgroups.
Document Type
Article
Source
Graefe's Archive of Clinical & Experimental Ophthalmology. Feb2024, Vol. 262 Issue 2, p411-419. 9p.
Subject
*DIABETIC retinopathy
*TYPE 2 diabetes
*CLUSTER analysis (Statistics)
*BODY mass index
*DIABETES
Language
ISSN
0721-832X
Abstract
Purpose: To determine whether phenotypic clustering of patients with diabetes mellitus (DM) is associated with more advanced diabetic retinopathy (DR). Methods: Retrospective cohort study of 495 patients with no prior DR treatment seen at a tertiary care clinic 2014–2020. Four previously identified clusters from Ahlqvist's 2018 paper were reproduced utilizing baseline hemoglobin A1c, body mass index, and age at DM diagnosis. Age-adjusted Cox proportional hazard ratios were used to compare clusters with reference as the lowest risk cluster. Results: All four type 2 DM clusters were replicated with our cohort. There was a significant difference in racial distribution among clusters (p = 0.018) with severe insulin-resistant diabetes (SIRD) having the higher percentage of Caucasians and lower percentage of Hispanics compared to other groups and a higher percentage of African Americans comprising the severe insulin-deficient diabetes (SIDD) cluster than other groups. Rates of proliferative diabetic retinopathy were higher in mild obesity-related diabetes (MOD) (28%), SIDD (24%), mild age-related diabetes (MARD) (20%), and lowest in SIRD (7.9%), overall p = 0.004. Rates of vitreous hemorrhage were higher in MOD (p = 0.032) and MARD (0.005) compared to SIRD. Conclusion: Baseline clinical measures may be useful in risk stratifying patients for progression to retinopathy requiring intervention. [ABSTRACT FROM AUTHOR]