Multicenter Evaluation of Diagnostic Circulating Biomarkers to Detect Sight-Threatening Diabetic Retinopathy

医学 糖尿病性视网膜病变 糖尿病 黄斑变性 逻辑回归 眼科 队列 2型糖尿病 眼底(子宫) 视网膜病变 队列研究 内科学 内分泌学
作者
Sarega Gurudas,Karen Frudd,Jeya Maheshwari Jayapal,Yeddula Rebecca Revathy,Sobha Sivaprasad,Shruthi Mahalakshmi Ramanathan,Vignesh Pooleeswaran,A Toby Prevost,Eleni Karatsai,Sandra Halim,Shruti Chandra,Paul Nderitu,Dolores M. Conroy,Subramanian Krishnakumar,Sowmya Parameswaran,Kuppamuthu Dharmalingam,Kim Ramasamy,Rajiv Raman,Colin Jones,Haralabos Eleftheriadis
出处
期刊:JAMA Ophthalmology [American Medical Association]
卷期号:140 (6): 587-587 被引量:16
标识
DOI:10.1001/jamaophthalmol.2022.1175
摘要

It is a global challenge to provide regular retinal screening for all people with diabetes to detect sight-threatening diabetic retinopathy (STDR).To determine if circulating biomarkers could be used to prioritize people with type 2 diabetes for retinal screening to detect STDR.This cross-sectional study collected data from October 22, 2018, to December 31, 2021. All laboratory staff were masked to the clinical diagnosis, assigned a study cohort, and provided with the database containing the clinical data. This was a multicenter study conducted in parallel in 3 outpatient ophthalmology clinics in the UK and 2 centers in India. Adults 40 years and older were categorized into 4 groups: (1) no history of diabetes, (2) type 2 diabetes of at least 5 years' duration with no evidence of DR, (3) nonproliferative DR with diabetic macular edema (DME), or (4) proliferative DR. STDR comprised groups 3 and 4.Thirteen previously verified biomarkers were measured using enzyme-linked immunosorbent assay.Severity of DR and presence of DME were diagnosed using fundus photographs and optical coherence tomography. Weighted logistic regression and receiver operating characteristic curve analysis (ROC) were performed to identify biomarkers that discriminate STDR from no DR beyond the standard clinical parameters of age, disease duration, ethnicity (in the UK) and hemoglobin A1c.A total of 538 participants (mean [SD] age, 60.8 [9.8] years; 319 men [59.3%]) were recruited into the study. A total of 264 participants (49.1%) were from India (group 1, 54 [20.5%]; group 2, 53 [20.1%]; group 3, 52 [19.7%]; group 4, 105 [39.8%]), and 274 participants (50.9%) were from the UK (group 1, 50 [18.2%]; group 2, 70 [25.5%]; group 3, 55 [20.1%]; group 4, 99 [36.1%]). ROC analysis (no DR vs STDR) showed that in addition to age, disease duration, ethnicity (in the UK) and hemoglobin A1c, inclusion of cystatin C had near-acceptable discrimination power in both countries (area under the receiver operating characteristic curve [AUC], 0.779; 95% CI, 0.700-0.857 in 215 patients in the UK with complete data; AUC, 0.696; 95% CI, 0.602-0.791 in 208 patients in India with complete data).Results of this cross-sectional study suggest that serum cystatin C had good discrimination power in the UK and India. Circulating cystatin-C levels may be considered as a test to identify those who require prioritization for retinal screening for STDR.
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