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患有糖尿病的人感染 COVID-19 疾病的风险和风险因素:苏格兰全人群的队列研究。

Risks of and risk factors for COVID-19 disease in people with diabetes: a cohort study of the total population of Scotland.

机构信息

Health Protection Scotland, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK; Institute of Genetics and Molecular Medicine, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK.

Health Protection Scotland, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK.

出版信息

Lancet Diabetes Endocrinol. 2021 Feb;9(2):82-93. doi: 10.1016/S2213-8587(20)30405-8. Epub 2020 Dec 23.

Abstract

BACKGROUND

We aimed to ascertain the cumulative risk of fatal or critical care unit-treated COVID-19 in people with diabetes and compare it with that of people without diabetes, and to investigate risk factors for and build a cross-validated predictive model of fatal or critical care unit-treated COVID-19 among people with diabetes.

METHODS

In this cohort study, we captured the data encompassing the first wave of the pandemic in Scotland, from March 1, 2020, when the first case was identified, to July 31, 2020, when infection rates had dropped sufficiently that shielding measures were officially terminated. The participants were the total population of Scotland, including all people with diabetes who were alive 3 weeks before the start of the pandemic in Scotland (estimated Feb 7, 2020). We ascertained how many people developed fatal or critical care unit-treated COVID-19 in this period from the Electronic Communication of Surveillance in Scotland database (on virology), the RAPID database of daily hospitalisations, the Scottish Morbidity Records-01 of hospital discharges, the National Records of Scotland death registrations data, and the Scottish Intensive Care Society and Audit Group database (on critical care). Among people with fatal or critical care unit-treated COVID-19, diabetes status was ascertained by linkage to the national diabetes register, Scottish Care Information Diabetes. We compared the cumulative incidence of fatal or critical care unit-treated COVID-19 in people with and without diabetes using logistic regression. For people with diabetes, we obtained data on potential risk factors for fatal or critical care unit-treated COVID-19 from the national diabetes register and other linked health administrative databases. We tested the association of these factors with fatal or critical care unit-treated COVID-19 in people with diabetes, and constructed a prediction model using stepwise regression and 20-fold cross-validation.

FINDINGS

Of the total Scottish population on March 1, 2020 (n=5 463 300), the population with diabetes was 319 349 (5·8%), 1082 (0·3%) of whom developed fatal or critical care unit-treated COVID-19 by July 31, 2020, of whom 972 (89·8%) were aged 60 years or older. In the population without diabetes, 4081 (0·1%) of 5 143 951 people developed fatal or critical care unit-treated COVID-19. As of July 31, the overall odds ratio (OR) for diabetes, adjusted for age and sex, was 1·395 (95% CI 1·304-1·494; p<0·0001, compared with the risk in those without diabetes. The OR was 2·396 (1·815-3·163; p<0·0001) in type 1 diabetes and 1·369 (1·276-1·468; p<0·0001) in type 2 diabetes. Among people with diabetes, adjusted for age, sex, and diabetes duration and type, those who developed fatal or critical care unit-treated COVID-19 were more likely to be male, live in residential care or a more deprived area, have a COVID-19 risk condition, retinopathy, reduced renal function, or worse glycaemic control, have had a diabetic ketoacidosis or hypoglycaemia hospitalisation in the past 5 years, be on more anti-diabetic and other medication (all p<0·0001), and have been a smoker (p=0·0011). The cross-validated predictive model of fatal or critical care unit-treated COVID-19 in people with diabetes had a C-statistic of 0·85 (0·83-0·86).

INTERPRETATION

Overall risks of fatal or critical care unit-treated COVID-19 were substantially elevated in those with type 1 and type 2 diabetes compared with the background population. The risk of fatal or critical care unit-treated COVID-19, and therefore the need for special protective measures, varies widely among those with diabetes but can be predicted reasonably well using previous clinical history.

FUNDING

None.

摘要

背景

本研究旨在确定糖尿病患者发生新冠肺炎致死或入住重症监护病房(COVID-19)的累积风险,并与非糖尿病患者进行比较,同时还对糖尿病患者发生致死或入住重症监护病房的 COVID-19 的风险因素进行分析,并建立一个经交叉验证的预测模型。

方法

本队列研究纳入了苏格兰首次疫情期间(2020 年 3 月 1 日,首例病例确诊,2020 年 7 月 31 日,感染率下降到足以终止隔离措施)的数据。研究对象为苏格兰的全部人口,包括在苏格兰疫情开始前 3 周(估计 2020 年 2 月 7 日)仍存活的所有糖尿病患者。我们从苏格兰电子监测信息系统(病毒学监测)、每日住院患者 RAPID 数据库、医院出院记录的苏格兰发病率记录 01 号、苏格兰国家死亡登记数据库以及苏格兰重症监护学会和审计组数据库(重症监护)中确定在此期间有多少人发展为致死或入住重症监护病房的 COVID-19。在发生致死或入住重症监护病房的 COVID-19 的患者中,通过与国家糖尿病登记处(苏格兰糖尿病信息护理)的链接确定其糖尿病状态。我们使用逻辑回归比较了糖尿病患者和非糖尿病患者的致死或入住重症监护病房 COVID-19 的累积发病率。对于糖尿病患者,我们从国家糖尿病登记处和其他相关健康管理数据库中获得了致死或入住重症监护病房 COVID-19 的潜在风险因素的数据。我们检验了这些因素与糖尿病患者致死或入住重症监护病房 COVID-19 的相关性,并使用逐步回归和 20 折交叉验证构建了一个预测模型。

结果

在 2020 年 3 月 1 日(n=5463300)的苏格兰总人口中,糖尿病患者为 319349 人(5.8%),截至 2020 年 7 月 31 日,有 1082 人(0.3%)发展为致死或入住重症监护病房的 COVID-19,其中 972 人(89.8%)年龄在 60 岁及以上。在非糖尿病患者中,有 4081 人(0.1%)在 5143951 人中发展为致死或入住重症监护病房的 COVID-19。截至 7 月 31 日,糖尿病患者的总调整比值比(OR)为 1.395(95%CI 1.304-1.494;p<0.0001),与无糖尿病患者的风险相比,调整年龄和性别后,OR 为 2.396(1.815-3.163;p<0.0001)。1 型糖尿病患者的 OR 为 1.369(1.276-1.468;p<0.0001),2 型糖尿病患者的 OR 为 2.396(1.815-3.163;p<0.0001)。在调整年龄、性别和糖尿病病程及类型后,发生致死或入住重症监护病房 COVID-19 的糖尿病患者更有可能是男性,居住在养老院或贫困地区,有 COVID-19 风险因素、视网膜病变、肾功能下降或血糖控制较差,过去 5 年有糖尿病酮症酸中毒或低血糖住院史,使用更多的抗糖尿病药物和其他药物(均 p<0.0001),并且是吸烟者(p=0.0011)。糖尿病患者发生致死或入住重症监护病房 COVID-19 的经交叉验证的预测模型的 C 统计量为 0.85(0.83-0.86)。

结论

与背景人群相比,1 型和 2 型糖尿病患者发生致死或入住重症监护病房 COVID-19 的总体风险显著升高。糖尿病患者发生致死或入住重症监护病房 COVID-19 的风险以及因此需要特殊保护措施的风险差异很大,但可以使用既往临床病史进行合理预测。

资金

无。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/df9c/7832778/cd8135572126/gr1_lrg.jpg

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