Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL 32610, USA.
Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.
Int J Environ Res Public Health. 2023 Feb 24;20(5):4036. doi: 10.3390/ijerph20054036.
We aimed to investigate the association between contextual-level social determinants of health (SDoH) and the use of novel antidiabetic drugs (ADD), including sodium-glucose cotransporter-2 inhibitors (SGLT2i) and glucagon-like peptide-1 receptor agonists (GLP1a) for patients with type 2 diabetes (T2D), and whether the association varies across racial and ethnic groups.
Using electronic health records from the OneFlorida+ network, we assembled a cohort of T2D patients who initiated a second-line ADD in 2015-2020. A set of 81 contextual-level SDoH documenting social and built environment were spatiotemporally linked to individuals based on their residential histories. We assessed the association between the contextual-level SDoH and initiation of SGTL2i/GLP1a and determined their effects across racial groups, adjusting for clinical factors.
Of 28,874 individuals, 61% were women, and the mean age was 58 (±15) years. Two contextual-level SDoH factors identified as significantly associated with SGLT2i/GLP1a use were neighborhood deprivation index (odds ratio [OR] 0.87, 95% confidence interval [CI] 0.81-0.94) and the percent of vacant addresses in the neighborhood (OR 0.91, 95% CI 0.85-0.98). Patients living in such neighborhoods are less likely to be prescribed with newer ADD. There was no interaction between race-ethnicity and SDoH on the use of newer ADD. However, in the overall cohort, the non-Hispanic Black individuals were less likely to use newer ADD than the non-Hispanic White individuals (OR 0.82, 95% CI 0.76-0.88).
Using a data-driven approach, we identified the key contextual-level SDoH factors associated with not following evidence-based treatment of T2D. Further investigations are needed to examine the mechanisms underlying these associations.
本研究旨在探讨与 2 型糖尿病(T2D)患者使用新型抗糖尿病药物(ADD),包括钠-葡萄糖共转运蛋白 2 抑制剂(SGLT2i)和胰高血糖素样肽-1 受体激动剂(GLP1a)相关的环境层面社会决定因素(SDoH)的关联,以及这种关联在不同种族和族裔群体之间是否存在差异。
本研究使用来自 OneFlorida+网络的电子健康记录,组建了一个在 2015 年至 2020 年间开始二线 ADD 治疗的 T2D 患者队列。根据患者的居住史,将一套 81 个环境层面 SDoH 记录社会和建筑环境的因素进行时空关联。我们评估了环境层面 SDoH 与 SGTL2i/GLP1a 起始使用的关联,并在调整临床因素的基础上,确定了它们在不同种族群体中的作用。
在 28874 名患者中,61%为女性,平均年龄为 58(±15)岁。有两个环境层面 SDoH 因素被确定为与 SGLT2i/GLP1a 使用显著相关,分别是邻里剥夺指数(比值比 [OR] 0.87,95%置信区间 [CI] 0.81-0.94)和邻里内空置地址的比例(OR 0.91,95% CI 0.85-0.98)。居住在这些邻里的患者不太可能被开处新型 ADD。种族和族裔与 SDoH 之间没有交互作用,影响新型 ADD 的使用。然而,在整个队列中,非西班牙裔黑人患者使用新型 ADD 的可能性低于非西班牙裔白人患者(OR 0.82,95% CI 0.76-0.88)。
本研究采用数据驱动的方法,确定了与未遵循 T2D 循证治疗相关的关键环境层面 SDoH 因素。需要进一步的研究来检验这些关联的潜在机制。