Shi Yan, He Xinyue, Liu William, Hu Junming, Qiu Wei Qiao, Zhang Xiaoling, Fan Zhigang
Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Eye Center Research Ward, Beijing Tongren Hospital, Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China.
Yale University, New Haven, CT, United States.
Front Endocrinol (Lausanne). 2025 Jul 24;16:1506560. doi: 10.3389/fendo.2025.1506560. eCollection 2025.
Recent studies suggest that the diabetes might be associated with higher risk for primary open angle glaucoma (POAG) and Alzheimer's disease (AD). However, studies have not addressed the critical issue of confounding by indication, and associations have not been evaluated in a large cross-sectional study. We started this cross-sectional study included United Kingdom Biobank (UKBB) participants with complete data (2006-2010) for analysis to explore the associations between diabetes mellitus (DM) and POAG and AD by considering depression and diabetic retinopathy (DR) as intermediate factors.
28,112 diabetes patients and 471,869 controls without diabetes were included from UKBB. Data on diagnosis of glaucoma, diabetes, depression, Alzheimer's disease, diabetic retinopathy, apolipoprotein E () E4 genotypes and data from ophthalmologic examinations were gathered. We further collect the prevalence of DM, DR, depression, POAG and AD, gender, E4 genotypes, C-reactive protein (CRP) levels to analysis.
Depression, AD, and POAG were more prevalent in participants with DM compared with non-DM participants, and if DM patients had DR, the prevalence of those comorbidities was even higher than those without DR (all p<0.05). DM, DR, AD, and POAG were more prevalent in participants with depression compared with non-depression participants. Specifically, if DM patients had depression, the prevalence of DR and AD were even higher than those without depression (all p<0.05). In addition, using age-adjusted multivariable general linear model (GLM), we found DM and depression were associated with a higher prevalence of POAG in females while DM and E4 negative status were associated with a higher prevalence of POAG in males. In both genders, DM, E4, and depression were all associated with higher prevalence of AD in both univariable and multivariable GLM adjusted by age (all p<0.05). DM and depression were all associated with higher CRP, while carrying E4 was associated with lower CRP levels in both univariable and multivariable GLM (all p< 0.001) in all populations.
DR and depression, as comorbidities related to blood-retinal barrier and blood-brain barrier impairment in patients with DM, may play pivotal roles in the development of POAG and AD among DM patients.
近期研究表明,糖尿病可能与原发性开角型青光眼(POAG)和阿尔茨海默病(AD)的较高风险相关。然而,研究尚未解决指征性混杂这一关键问题,且尚未在大型横断面研究中评估这种关联。我们开展了这项横断面研究,纳入了英国生物银行(UKBB)中具有完整数据(2006 - 2010年)的参与者进行分析,以将抑郁症和糖尿病视网膜病变(DR)作为中间因素来探究糖尿病(DM)与POAG和AD之间的关联。
从UKBB中纳入了28112例糖尿病患者和471869例无糖尿病的对照者。收集了关于青光眼、糖尿病、抑郁症、阿尔茨海默病、糖尿病视网膜病变、载脂蛋白E()E4基因型的诊断数据以及眼科检查数据。我们进一步收集了DM、DR、抑郁症、POAG和AD的患病率、性别、E4基因型、C反应蛋白(CRP)水平进行分析。
与非DM参与者相比,DM参与者中抑郁症、AD和POAG更为普遍,并且如果DM患者患有DR,这些合并症的患病率甚至高于无DR的患者(所有p<0.05)。与非抑郁症参与者相比,抑郁症参与者中DM、DR、AD和POAG更为普遍。具体而言,如果DM患者患有抑郁症,DR和AD的患病率甚至高于无抑郁症的患者(所有p<0.05)。此外,使用年龄调整的多变量一般线性模型(GLM),我们发现DM和抑郁症与女性中POAG的较高患病率相关,而DM和E4阴性状态与男性中POAG的较高患病率相关。在两个性别中,在年龄调整的单变量和多变量GLM中,DM、E4和抑郁症均与AD的较高患病率相关(所有p<0.05)。在所有人群的单变量和多变量GLM中,DM和抑郁症均与较高的CRP相关,而携带E4与较低的CRP水平相关(所有p<0.001)。
DR和抑郁症作为DM患者中与血视网膜屏障和血脑屏障损伤相关的合并症,可能在DM患者的POAG和AD发生发展中起关键作用。