Elaine M Tran, Ninel Z Gregori, Aleksandra Rachitskaya, Abhishek Nandan, Suzann Pershing, Jeffrey L Goldberg
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After adjusting for sociodemographic factors, we used multivariable Cox regression models to evaluate the association of hemoglobin A1c (HbA1c) levels, blood pressure, albuminuria, blood urea nitrogen (BUN), and prescribed medications with the subsequent diagnosis of 1) any diabetic eye disease (defined for this analysis as DR and/or DME, 2) diabetic retinopathy, and 3) diabetic macular edema.</p><p><strong>Results: </strong>Of 4089 diabetic Veteran patients, 821 (20%) were subsequently diagnosed with diabetic retinopathy and 88 (2%) had macular edema. Patients were more likely to receive a diabetic retinopathy diagnosis if they presented with HbA1c > 8.5 (HR=2.66, 95% CI 1.88-3.77, p<0.01), systolic blood pressure > 140 mmHg (HR=1.45, 95% CI 1.26-1.66, p<0.01), blood urea nitrogen (BUN) > 35 mg/dL (HR=2.17, 95% CI 1.60-2.93, p<0.01), and/or used insulin (HR=2.04, 95% CI 1.74-2.40, p<0.01). Patients were more likely to be diagnosed with diabetic macular edema if they had systolic blood pressure > 140 mmHg (HR=2.00, CI 1.29-3.08, p<0.01) and/or used insulin (HR=2.48, CI 1.53-4.03, p<0.01).</p><p><strong>Conclusion: </strong>Markers of systemic health may be useful predictors for incident diabetic retinopathy or diabetic macular edema, evaluated collectively in Veteran patients. Higher HbA1c levels, systolic blood pressure, BUN levels, and insulin use (suggestive of more severe and/or long-standing diabetes) appear to be highly associated with the development of diabetic eye disease, and, in particular, diabetic retinopathy.</p>","PeriodicalId":93945,"journal":{"name":"Clinical ophthalmology (Auckland, N.Z.)","volume":"19 ","pages":"101-110"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11725239/pdf/","citationCount":"0","resultStr":"{\"title\":\"Systemic Predictors of Diabetic Retinopathy and Diabetic Macular Edema in an Adult Veteran Population.\",\"authors\":\"Elaine M Tran, Ninel Z Gregori, Aleksandra Rachitskaya, Abhishek Nandan, Suzann Pershing, Jeffrey L Goldberg\",\"doi\":\"10.2147/OPTH.S487047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>To investigate the influence of systemic and serum measures and hypoglycemic medications on the initial presentation and ongoing development of diabetic retinopathy (DR) and diabetic macular edema (DME).</p><p><strong>Design: </strong>Using Veterans Affairs electronic health records, we identified patients with a diabetes mellitus diagnosis and at least one eye examination between 1997 and 2010. After adjusting for sociodemographic factors, we used multivariable Cox regression models to evaluate the association of hemoglobin A1c (HbA1c) levels, blood pressure, albuminuria, blood urea nitrogen (BUN), and prescribed medications with the subsequent diagnosis of 1) any diabetic eye disease (defined for this analysis as DR and/or DME, 2) diabetic retinopathy, and 3) diabetic macular edema.</p><p><strong>Results: </strong>Of 4089 diabetic Veteran patients, 821 (20%) were subsequently diagnosed with diabetic retinopathy and 88 (2%) had macular edema. Patients were more likely to receive a diabetic retinopathy diagnosis if they presented with HbA1c > 8.5 (HR=2.66, 95% CI 1.88-3.77, p<0.01), systolic blood pressure > 140 mmHg (HR=1.45, 95% CI 1.26-1.66, p<0.01), blood urea nitrogen (BUN) > 35 mg/dL (HR=2.17, 95% CI 1.60-2.93, p<0.01), and/or used insulin (HR=2.04, 95% CI 1.74-2.40, p<0.01). Patients were more likely to be diagnosed with diabetic macular edema if they had systolic blood pressure > 140 mmHg (HR=2.00, CI 1.29-3.08, p<0.01) and/or used insulin (HR=2.48, CI 1.53-4.03, p<0.01).</p><p><strong>Conclusion: </strong>Markers of systemic health may be useful predictors for incident diabetic retinopathy or diabetic macular edema, evaluated collectively in Veteran patients. Higher HbA1c levels, systolic blood pressure, BUN levels, and insulin use (suggestive of more severe and/or long-standing diabetes) appear to be highly associated with the development of diabetic eye disease, and, in particular, diabetic retinopathy.</p>\",\"PeriodicalId\":93945,\"journal\":{\"name\":\"Clinical ophthalmology (Auckland, N.Z.)\",\"volume\":\"19 \",\"pages\":\"101-110\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-01-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11725239/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical ophthalmology (Auckland, N.Z.)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2147/OPTH.S487047\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical ophthalmology (Auckland, N.Z.)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2147/OPTH.S487047","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
目的:探讨全身和血清测量及降糖药物对糖尿病视网膜病变(DR)和糖尿病黄斑水肿(DME)的初始表现和持续发展的影响。设计:使用退伍军人事务部的电子健康记录,我们确定了1997年至2010年间诊断为糖尿病并至少进行过一次眼科检查的患者。在调整社会人口统计学因素后,我们使用多变量Cox回归模型来评估血红蛋白A1c (HbA1c)水平、血压、蛋白尿、血尿素氮(BUN)和处方药物与随后诊断的相关性:1)任何糖尿病性眼病(在本分析中定义为DR和/或DME), 2)糖尿病性视网膜病变,3)糖尿病性黄斑水肿。结果:4089例糖尿病退伍军人患者中,821例(20%)随后诊断为糖尿病视网膜病变,88例(2%)出现黄斑水肿。如果患者出现HbA1c bbb8.5 (HR=2.66, 95% CI 1.88-3.77, p140 mmHg) (HR=1.45, 95% CI 1.26-1.66, p35 mg/dL (HR=2.17, 95% CI 1.60-2.93, p140 mmHg (HR=2.00, CI 1.29-3.08)),患者更有可能被诊断为糖尿病视网膜病变。结论:在退伍军人患者中进行集体评估,全身健康指标可能是糖尿病视网膜病变或糖尿病黄斑水肿的有用预测因素。较高的HbA1c水平、收缩压、BUN水平和胰岛素使用(提示更严重和/或长期糖尿病)似乎与糖尿病性眼病的发展高度相关,特别是糖尿病性视网膜病变。
Systemic Predictors of Diabetic Retinopathy and Diabetic Macular Edema in an Adult Veteran Population.
Purpose: To investigate the influence of systemic and serum measures and hypoglycemic medications on the initial presentation and ongoing development of diabetic retinopathy (DR) and diabetic macular edema (DME).
Design: Using Veterans Affairs electronic health records, we identified patients with a diabetes mellitus diagnosis and at least one eye examination between 1997 and 2010. After adjusting for sociodemographic factors, we used multivariable Cox regression models to evaluate the association of hemoglobin A1c (HbA1c) levels, blood pressure, albuminuria, blood urea nitrogen (BUN), and prescribed medications with the subsequent diagnosis of 1) any diabetic eye disease (defined for this analysis as DR and/or DME, 2) diabetic retinopathy, and 3) diabetic macular edema.
Results: Of 4089 diabetic Veteran patients, 821 (20%) were subsequently diagnosed with diabetic retinopathy and 88 (2%) had macular edema. Patients were more likely to receive a diabetic retinopathy diagnosis if they presented with HbA1c > 8.5 (HR=2.66, 95% CI 1.88-3.77, p<0.01), systolic blood pressure > 140 mmHg (HR=1.45, 95% CI 1.26-1.66, p<0.01), blood urea nitrogen (BUN) > 35 mg/dL (HR=2.17, 95% CI 1.60-2.93, p<0.01), and/or used insulin (HR=2.04, 95% CI 1.74-2.40, p<0.01). Patients were more likely to be diagnosed with diabetic macular edema if they had systolic blood pressure > 140 mmHg (HR=2.00, CI 1.29-3.08, p<0.01) and/or used insulin (HR=2.48, CI 1.53-4.03, p<0.01).
Conclusion: Markers of systemic health may be useful predictors for incident diabetic retinopathy or diabetic macular edema, evaluated collectively in Veteran patients. Higher HbA1c levels, systolic blood pressure, BUN levels, and insulin use (suggestive of more severe and/or long-standing diabetes) appear to be highly associated with the development of diabetic eye disease, and, in particular, diabetic retinopathy.