Center for Health Systems Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico.
Diabetes Unit, Massachusetts General Hospital, Boston, MA.
Diabetes Care. 2021 Feb;44(2):373-380. doi: 10.2337/dc20-2192. Epub 2020 Nov 18.
Diabetes is an important risk factor for severe coronavirus disease 2019 (COVID-19), but little is known about the marginal effect of additional risk factors for severe COVID-19 among individuals with diabetes. We tested the hypothesis that sociodemographic, access to health care, and presentation to care characteristics among individuals with diabetes in Mexico confer an additional risk of hospitalization with COVID-19.
We conducted a cross-sectional study using public data from the General Directorate of Epidemiology of the Mexican Ministry of Health. We included individuals with laboratory-confirmed severe acute respiratory syndrome coronavirus 2 between 1 March and 31 July 2020. The primary outcome was the predicted probability of hospitalization, inclusive of 8.5% of patients who required intensive care unit admission.
Among 373,963 adults with COVID-19, 16.1% (95% CI 16.0-16.3) self-reported diabetes. The predicted probability of hospitalization was 38.4% (37.6-39.2) for patients with diabetes only and 42.9% (42.2-43.7) for patients with diabetes and one or more comorbidities (obesity, hypertension, cardiovascular disease, and chronic kidney disease). High municipality-level of social deprivation and low state-level health care resources were associated with a 9.5% (6.3-12.7) and 17.5% (14.5-20.4) increased probability of hospitalization among patients with diabetes, respectively. In age-, sex-, and comorbidity-adjusted models, living in a context of high social vulnerability and low health care resources was associated with the highest predicted probability of hospitalization.
Social vulnerability contributes considerably to the probability of hospitalization among individuals with COVID-19 and diabetes with associated comorbidities. These findings can inform mitigation strategies for populations at the highest risk of severe COVID-19.
糖尿病是严重 2019 年冠状病毒病(COVID-19)的重要危险因素,但人们对糖尿病患者中严重 COVID-19 的其他危险因素的边际效应知之甚少。我们检验了这样一个假设,即在墨西哥的糖尿病患者中,社会人口统计学、获得医疗保健和就诊特征赋予了他们因 COVID-19 住院的额外风险。
我们使用墨西哥卫生部流行病学总局的公共数据进行了一项横断面研究。我们纳入了 2020 年 3 月 1 日至 7 月 31 日期间实验室确诊的严重急性呼吸综合征冠状病毒 2 患者。主要结局是住院的预测概率,包括需要入住重症监护病房的 8.5%的患者。
在 373963 名成年 COVID-19 患者中,16.1%(95%CI 16.0-16.3)自我报告患有糖尿病。仅患有糖尿病的患者住院的预测概率为 38.4%(37.6-39.2),而同时患有糖尿病和一种或多种合并症(肥胖、高血压、心血管疾病和慢性肾病)的患者为 42.9%(42.2-43.7)。高市政社会剥夺程度和低州级医疗保健资源与糖尿病患者住院概率分别增加 9.5%(6.3-12.7)和 17.5%(14.5-20.4)相关。在年龄、性别和合并症调整模型中,生活在高社会脆弱性和低医疗保健资源的环境中与最高的住院预测概率相关。
社会脆弱性大大增加了 COVID-19 合并糖尿病患者的住院概率。这些发现可以为处于 COVID-19 高风险的人群提供缓解策略的信息。