From Duke University (A.S., S.H.), Durham, North Carolina, USA.
Department of Statistical Science, Duke University (S.I.B., S.M.), Durham, North Carolina, USA.
Am J Ophthalmol. 2023 Jun;250:130-137. doi: 10.1016/j.ajo.2023.02.006. Epub 2023 Feb 9.
Glaucoma is the leading cause of irreversible blindness, a crippling disability resulting in higher risks of chronic health conditions. To better understand disparities in blindness risk, we identified risk factors of blindness on first presentation to a glaucoma clinic using a large clinical database.
Retrospective cross-sectional study.
We used electronic health records of glaucoma patients from the Duke Ophthalmic Registry. International Classification of Diseases codes were used to identify glaucoma and exclude concurrent diseases. Blindness classification was based on the definition of legal blindness. Risk factors included gender, race, marital status, age, intraocular pressure, diabetes history, income level, and education. Odds ratios (ORs) and 95% CIs were calculated for risk factors using univariable and multivariable logistic regression.
Our cohort consisted of 3753 patients, with 192 (5%) blind on first presentation. In univariable models, African American / Black race (OR 2.48, 95% CI 1.83-3.36), single marital status (1.74, 95% CI 1.25-2.44), prior diabetes diagnosis (2.23, 95% CI 1.52-3.27), and higher intraocular pressure (1.29 per 1 SD higher, 95% CI 1.13-1.46) were associated with increased risk of presenting blind, whereas higher annual income (0.75, 95% CI 0.65-0.86) and education (0.77, 95% CI 0.69-0.85) were associated with lower risk. These associations remained significant and in the same direction in a multivariable model apart from income, which became insignificant.
Using a large real-world clinical database, we identified risk factors associated with presentation with blindness among glaucoma patients. Our results highlight disparities in health care outcomes and indicate the importance of targeted education to reduce disparities in blindness.
青光眼是导致不可逆转失明的主要原因,失明是一种致残性残疾,会导致更高的慢性健康状况风险。为了更好地了解失明风险的差异,我们使用大型临床数据库,确定了首次就诊于青光眼诊所时失明的风险因素。
回顾性横断面研究。
我们使用了来自杜克眼科登记处的青光眼患者的电子健康记录。国际疾病分类代码用于识别青光眼并排除同时存在的疾病。失明分类基于法定失明的定义。风险因素包括性别、种族、婚姻状况、年龄、眼内压、糖尿病史、收入水平和教育程度。使用单变量和多变量逻辑回归计算风险因素的比值比(OR)和 95%置信区间(CI)。
我们的队列包括 3753 名患者,其中 192 名(5%)在首次就诊时失明。在单变量模型中,非裔美国人/黑人种族(OR 2.48,95%CI 1.83-3.36)、单身婚姻状况(1.74,95%CI 1.25-2.44)、既往糖尿病诊断(2.23,95%CI 1.52-3.27)和较高的眼内压(每增加 1 个标准差增加 1.29,95%CI 1.13-1.46)与增加的失明风险相关,而较高的年收入(0.75,95%CI 0.65-0.86)和教育程度(0.77,95%CI 0.69-0.85)与降低的风险相关。这些关联在多变量模型中仍然显著且方向相同,除了收入,收入变得不显著。
使用大型真实世界临床数据库,我们确定了与青光眼患者首次就诊失明相关的风险因素。我们的研究结果突出了医疗保健结果的差异,并表明需要进行有针对性的教育,以减少失明方面的差异。