China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China.
Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.
Diabetes Care. 2023 Apr 1;46(4):890-897. doi: 10.2337/dc22-1943.
COVID-19 and diabetes both contribute to large global disease burdens.
To quantify the prevalence of diabetes in various COVID-19 disease stages and calculate the population attributable fraction (PAF) of diabetes to COVID-19-related severity and mortality.
Systematic review identified 729 studies with 29,874,938 COVID-19 patients.
Studies detailed the prevalence of diabetes in subjects with known COVID-19 diagnosis and severity.
Study information, COVID-19 disease stages, and diabetes prevalence were extracted.
The pooled prevalence of diabetes in stratified COVID-19 groups was 14.7% (95% CI 12.5-16.9) among confirmed cases, 10.4% (7.6-13.6) among nonhospitalized cases, 21.4% (20.4-22.5) among hospitalized cases, 11.9% (10.2-13.7) among nonsevere cases, 28.9% (27.0-30.8) among severe cases, and 34.6% (32.8-36.5) among deceased individuals, respectively. Multivariate metaregression analysis explained 53-83% heterogeneity of the pooled prevalence. Based on a modified version of the comparative risk assessment model, we estimated that the overall PAF of diabetes was 9.5% (7.3-11.7) for the presence of severe disease in COVID-19-infected individuals and 16.8% (14.8-18.8) for COVID-19-related deaths. Subgroup analyses demonstrated that countries with high income levels, high health care access and quality index, and low diabetes disease burden had lower PAF of diabetes contributing to COVID-19 severity and death.
Most studies had a high risk of bias.
The prevalence of diabetes increases with COVID-19 severity, and diabetes accounts for 9.5% of severe COVID-19 cases and 16.8% of deaths, with disparities according to country income, health care access and quality index, and diabetes disease burden.
COVID-19 和糖尿病都对全球疾病负担造成了巨大影响。
量化 COVID-19 各疾病阶段中糖尿病的患病率,并计算糖尿病对 COVID-19 相关严重程度和死亡率的人群归因分数(PAF)。
系统评价共纳入 729 项研究,涉及 29874938 例 COVID-19 患者。
研究详细描述了已知 COVID-19 诊断和严重程度患者的糖尿病患病率。
提取研究信息、COVID-19 疾病阶段和糖尿病患病率。
在分层 COVID-19 组中,确诊病例的糖尿病患病率为 14.7%(95%CI 12.5-16.9),非住院病例为 10.4%(7.6-13.6),住院病例为 21.4%(20.4-22.5),非重症病例为 11.9%(10.2-13.7),重症病例为 28.9%(27.0-30.8),死亡病例为 34.6%(32.8-36.5)。多变量荟萃回归分析解释了汇总患病率的 53-83%的异质性。根据比较风险评估模型的一个修改版本,我们估计糖尿病对 COVID-19 感染者发生重症疾病的总体 PAF 为 9.5%(7.3-11.7),对 COVID-19 相关死亡的 PAF 为 16.8%(14.8-18.8)。亚组分析表明,收入水平高、医疗保健可及性和质量指数高、糖尿病疾病负担低的国家,糖尿病对 COVID-19 严重程度和死亡的 PAF 较低。
大多数研究存在高偏倚风险。
糖尿病的患病率随着 COVID-19 严重程度的增加而增加,糖尿病导致 9.5%的重症 COVID-19 病例和 16.8%的死亡病例,根据国家收入、医疗保健可及性和质量指数以及糖尿病疾病负担存在差异。