Singapore Eye Research Institute, Singapore Eye Research Institute, Singapore.
Duke-NUS Medical School, Singapore.
Br J Ophthalmol. 2021 Mar;105(3):420-425. doi: 10.1136/bjophthalmol-2020-316430. Epub 2020 May 19.
To investigate the longitudinal associations between person-level and area-level socioeconomic status (PLSES and ALSES, respectively) with diabetic retinopathy (DR) and visual impairment (VI) in Asians with diabetes mellitus (DM).
In this population-based cohort study, we included 468 (39.4%) Malays and 721 (60.6%) Indians with DM, with a mean age (SD) of 58.9 (9.1) years; 50.6% were female and the mean follow-up duration was 6.2 (0.9) years. Individual PLSES parameters (education, monthly income and housing type) were quantified using questionnaires. ALSES was assessed using the Socioeconomic Disadvantage Index derived from Singapore's 2010 areal census (higher scores indicate greater disadvantage). Incident DR and VI were defined as absent at baseline but present at follow-up, while DR and VI progression were defined as a ≥1 step increase in severity category at follow-up. Modified Poisson regression analysis was used to determine the associations of PLSES and ALSES with incidence and progression of DR and VI, adjusting for relevant confounders.
In multivariable models, per SD increase in ALSES score was associated with greater DR incidence (risk ratio (95% CI) 1.27 (1.13 to 1.44)), DR progression (1.10 (1.00 to 1.20)) and VI incidence (1.10 (1.04 to 1.16)), while lower PLSES variables were associated with increased DR (low income: 1.68 (1.21 to 2.34)) and VI (low income: 1.44 (1.13 to 1.83); ≤4 room housing: 2.00 (1.57 to 2.54)) incidence.
We found that both PLSES and ALSES variables were independently associated with DR incidence, progression and associated vision loss in Asians. Novel intervention strategies targeted at low socioeconomic status communities to decrease rates of DR and VI are warranted.
本研究旨在探讨个体层面和地区层面社会经济地位(分别为 PLSES 和 ALSES)与糖尿病患者中糖尿病视网膜病变(DR)和视力障碍(VI)的纵向关联。
在这项基于人群的队列研究中,我们纳入了 468 名(39.4%)马来人和 721 名(60.6%)印度裔糖尿病患者,平均年龄(标准差)为 58.9(9.1)岁;50.6%为女性,平均随访时间为 6.2(0.9)年。使用问卷量化个体的 PLSES 参数(教育程度、月收入和住房类型)。使用新加坡 2010 年区域人口普查得出的社会经济劣势指数(更高的分数表示更大的劣势)来评估 ALSES。新发 DR 和 VI 的定义为基线时无,但随访时出现,而 DR 和 VI 的进展则定义为随访时严重程度类别增加≥1 级。采用修正泊松回归分析,调整相关混杂因素后,评估 PLSES 和 ALSES 与 DR 和 VI 发生率和进展的相关性。
在多变量模型中,ALSES 评分每增加 1 个标准差,与更高的 DR 发生率(风险比(95%可信区间)1.27(1.13 至 1.44))、DR 进展(1.10(1.00 至 1.20))和 VI 发生率(1.10(1.04 至 1.16))相关,而较低的 PLSES 变量与 DR(低收入:1.68(1.21 至 2.34))和 VI(低收入:1.44(1.13 至 1.83);≤4 房住房:2.00(1.57 至 2.54))的发生率增加相关。
我们发现,个体层面和地区层面社会经济地位变量均与亚洲人群中 DR 的发生率、进展和相关视力丧失独立相关。需要针对社会经济地位较低的社区制定新的干预策略,以降低 DR 和 VI 的发生率。