• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于入院时的简单评分预测糖尿病和糖尿病前期患者的 COVID-19 病死率。

COVID-19 fatality prediction in people with diabetes and prediabetes using a simple score upon hospital admission.

机构信息

Clinical Division for Endocrinology and Diabetology, Medical University Graz, Graz, Austria.

Center for Biomarker Research in Medicine (CBMed), Graz, Austria.

出版信息

Diabetes Obes Metab. 2021 Feb;23(2):589-598. doi: 10.1111/dom.14256. Epub 2020 Dec 4.

DOI:10.1111/dom.14256
PMID:33200501
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7753560/
Abstract

AIM

To assess predictors of in-hospital mortality in people with prediabetes and diabetes hospitalized for COVID-19 infection and to develop a risk score for identifying those at the greatest risk of a fatal outcome.

MATERIALS AND METHODS

A combined prospective and retrospective, multicentre, cohort study was conducted at 10 sites in Austria in 247 people with diabetes or newly diagnosed prediabetes who were hospitalized with COVID-19. The primary outcome was in-hospital mortality and the predictor variables upon admission included clinical data, co-morbidities of diabetes or laboratory data. Logistic regression analyses were performed to identify significant predictors and to develop a risk score for in-hospital mortality.

RESULTS

The mean age of people hospitalized (n = 238) for COVID-19 was 71.1 ± 12.9 years, 63.6% were males, 75.6% had type 2 diabetes, 4.6% had type 1 diabetes and 19.8% had prediabetes. The mean duration of hospital stay was 18 ± 16 days, 23.9% required ventilation therapy and 24.4% died in the hospital. The mortality rate in people with diabetes was numerically higher (26.7%) compared with those with prediabetes (14.9%) but without statistical significance (P = .128). A score including age, arterial occlusive disease, C-reactive protein, estimated glomerular filtration rate and aspartate aminotransferase levels at admission predicted in-hospital mortality with a C-statistic of 0.889 (95% CI: 0.837-0.941) and calibration of 1.000 (P = .909).

CONCLUSIONS

The in-hospital mortality for COVID-19 was high in people with diabetes but not significantly different to the risk in people with prediabetes. A risk score using five routinely available patient variables showed excellent predictive performance for assessing in-hospital mortality.

摘要

目的

评估因 COVID-19 感染住院的糖尿病前期和糖尿病患者的院内死亡率预测因素,并制定一种风险评分来识别那些发生致命结局风险最大的患者。

材料和方法

在奥地利 10 个地点的 10 个中心进行了一项前瞻性和回顾性的联合队列研究,纳入了 247 名因 COVID-19 住院的糖尿病或新诊断的糖尿病前期患者。主要结局为院内死亡率,入院时的预测变量包括临床数据、糖尿病合并症或实验室数据。进行逻辑回归分析以确定显著的预测因素,并制定院内死亡率风险评分。

结果

因 COVID-19 住院(n = 238)的患者平均年龄为 71.1 ± 12.9 岁,63.6%为男性,75.6%为 2 型糖尿病患者,4.6%为 1 型糖尿病患者,19.8%为糖尿病前期患者。平均住院时间为 18 ± 16 天,23.9%需要通气治疗,24.4%在医院死亡。糖尿病患者的死亡率(26.7%)略高于糖尿病前期患者(14.9%),但无统计学意义(P =.128)。包括入院时年龄、动脉闭塞性疾病、C 反应蛋白、估算肾小球滤过率和天冬氨酸氨基转移酶水平的评分预测院内死亡率的 C 统计量为 0.889(95%CI:0.837-0.941),校准度为 1.000(P =.909)。

结论

COVID-19 患者的院内死亡率在糖尿病患者中较高,但与糖尿病前期患者的风险无显著差异。使用五个常规可用的患者变量的风险评分对评估院内死亡率具有出色的预测性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdee/7753560/2bf20196887b/DOM-23-589-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdee/7753560/2bf20196887b/DOM-23-589-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdee/7753560/2bf20196887b/DOM-23-589-g001.jpg

相似文献

1
COVID-19 fatality prediction in people with diabetes and prediabetes using a simple score upon hospital admission.基于入院时的简单评分预测糖尿病和糖尿病前期患者的 COVID-19 病死率。
Diabetes Obes Metab. 2021 Feb;23(2):589-598. doi: 10.1111/dom.14256. Epub 2020 Dec 4.
2
Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry.生物标志物预测因 COVID-19 住院的糖尿病和糖尿病前期患者的院内死亡率:COVID-19 糖尿病登记处分析。
Viruses. 2022 Jun 13;14(6):1285. doi: 10.3390/v14061285.
3
Clinical Characteristics and Outcomes of Patients With Diabetes Admitted for COVID-19 Treatment in Dubai: Single-Centre Cross-Sectional Study.迪拜因 COVID-19 住院治疗的糖尿病患者的临床特征和结局:单中心横断面研究。
JMIR Public Health Surveill. 2020 Dec 7;6(4):e22471. doi: 10.2196/22471.
4
Clinical characteristics and outcomes of COVID-19 patients with prediabetes.COVID-19 患者合并糖尿病前期的临床特征和结局。
Diabetes Metab Syndr. 2021 Jul-Aug;15(4):102192. doi: 10.1016/j.dsx.2021.102192. Epub 2021 Jun 29.
5
Patients with prediabetes are at greater risk of developing diabetes 5 months postacute SARS-CoV-2 infection: a retrospective cohort study.患有前驱糖尿病的患者在急性 SARS-CoV-2 感染后 5 个月发生糖尿病的风险更高:一项回顾性队列研究。
BMJ Open Diabetes Res Care. 2023 Jun;11(3). doi: 10.1136/bmjdrc-2022-003257.
6
A UK nationwide study of people with type 1 diabetes admitted to hospital with COVID-19 infection.一项针对英国 1 型糖尿病患者因 COVID-19 感染住院的全国性研究。
Diabetologia. 2021 Aug;64(8):1717-1724. doi: 10.1007/s00125-021-05463-x. Epub 2021 May 8.
7
Predictors of hospital discharge and mortality in patients with diabetes and COVID-19: updated results from the nationwide CORONADO study.糖尿病合并 COVID-19 患者出院和死亡的预测因素:全国 CORONADO 研究的最新结果。
Diabetologia. 2021 Apr;64(4):778-794. doi: 10.1007/s00125-020-05351-w. Epub 2021 Feb 17.
8
Clinical Characteristics and Risk Factors for Mortality in Very Old Patients Hospitalized With COVID-19 in Spain.西班牙 COVID-19 住院超高龄患者的临床特征和死亡危险因素。
J Gerontol A Biol Sci Med Sci. 2021 Feb 25;76(3):e28-e37. doi: 10.1093/gerona/glaa243.
9
Long-term mortality is increased in patients with undetected prediabetes and type-2 diabetes hospitalized for worsening heart failure and reduced ejection fraction.在因心力衰竭恶化和射血分数降低而住院的患者中,未被发现的前驱糖尿病和 2 型糖尿病患者的长期死亡率增加。
Eur J Prev Cardiol. 2019 Jan;26(1):72-82. doi: 10.1177/2047487318807767. Epub 2018 Oct 18.
10
Admission Braden Scale Score as an Early Independent Predictor of In-Hospital Mortality Among Inpatients With COVID-19: A Retrospective Cohort Study.Braden 量表评分作为 COVID-19 住院患者院内死亡率的早期独立预测指标:一项回顾性队列研究。
Worldviews Evid Based Nurs. 2021 Oct;18(5):247-253. doi: 10.1111/wvn.12526. Epub 2021 Jul 17.

引用本文的文献

1
SGLT2 Inhibitors in COVID-19: Umbrella Review, Meta-Analysis, and Bayesian Sensitivity Assessment.SGLT2抑制剂在COVID-19中的应用:伞状综述、荟萃分析和贝叶斯敏感性评估。
Diseases. 2025 Feb 21;13(3):67. doi: 10.3390/diseases13030067.
2
The Potential Mechanisms Behind Adverse Effect of Coronavirus Disease-19 on Heart and Liver Damage: A Review.新型冠状病毒病对心脏和肝脏损伤的潜在作用机制:综述。
Ethiop J Health Sci. 2024 Jan;34(1):85-100. doi: 10.4314/ejhs.v34i1.10.
3
Hospital Mortality and Morbidity in Diabetic Patients with COVID-19: A Retrospective Analysis from the UAE.

本文引用的文献

1
Importance of hyperglycemia in preoperative, intraoperative and postoperative periods in COVID-19 patients.高血糖在COVID-19患者术前、术中和术后阶段的重要性。
Int J Surg. 2020 Nov;83:1-2. doi: 10.1016/j.ijsu.2020.08.048. Epub 2020 Sep 11.
2
Associations of type 1 and type 2 diabetes with COVID-19-related mortality in England: a whole-population study.1 型和 2 型糖尿病与英格兰 COVID-19 相关死亡率的关联:一项全人群研究。
Lancet Diabetes Endocrinol. 2020 Oct;8(10):813-822. doi: 10.1016/S2213-8587(20)30272-2. Epub 2020 Aug 13.
3
Risk factors for COVID-19-related mortality in people with type 1 and type 2 diabetes in England: a population-based cohort study.
阿联酋的一项回顾性分析:COVID-19 糖尿病患者的住院死亡率和发病率。
Int J Environ Res Public Health. 2024 May 29;21(6):697. doi: 10.3390/ijerph21060697.
4
The Effect of Antihyperglycemic Medications on COVID-19: A Meta-analysis and Systematic Review from Observational Studies.抗高血糖药物对 COVID-19 的影响:来自观察性研究的荟萃分析和系统评价。
Ther Innov Regul Sci. 2024 Jul;58(4):773-787. doi: 10.1007/s43441-024-00633-6. Epub 2024 Apr 29.
5
Country-based modelling of COVID-19 case fatality rate: A multiple regression analysis.基于国家的新冠病毒病死率建模:多元回归分析
World J Virol. 2024 Mar 25;13(1):87881. doi: 10.5501/wjv.v13.i1.87881.
6
Association of anti-diabetic drugs and COVID-19 outcomes in patients with diabetes mellitus type 2 and cardiomyopathy.2 型糖尿病合并心肌病患者的抗糖尿病药物与 COVID-19 结局的关系。
Sci Rep. 2024 Mar 27;14(1):7227. doi: 10.1038/s41598-024-57871-9.
7
Diabetes and COVID-19 Outcomes: An Analysis of Freeman Health System Patients.糖尿病与新冠病毒感染结局:弗里曼医疗系统患者分析
Cureus. 2024 Feb 15;16(2):e54249. doi: 10.7759/cureus.54249. eCollection 2024 Feb.
8
Potential use of sodium glucose co-transporter 2 inhibitors during acute illness: a systematic review based on COVID-19.钠-葡萄糖共转运蛋白 2 抑制剂在急性疾病期间的潜在用途:基于 COVID-19 的系统评价。
Endocrine. 2024 Aug;85(2):660-675. doi: 10.1007/s12020-024-03758-8. Epub 2024 Mar 6.
9
Association of New-Onset Atrial Fibrillation With All-Cause Mortality in COVID-19 Patients.新冠病毒感染患者中新发房颤与全因死亡率的关联
Cureus. 2023 Dec 1;15(12):e49785. doi: 10.7759/cureus.49785. eCollection 2023 Dec.
10
Quantifying association and disparities between diabetes complications and COVID-19 outcomes: A retrospective study using electronic health records.量化糖尿病并发症与 COVID-19 结局之间的关联和差异:一项使用电子健康记录的回顾性研究。
PLoS One. 2023 Sep 28;18(9):e0286815. doi: 10.1371/journal.pone.0286815. eCollection 2023.
英格兰 1 型和 2 型糖尿病患者 COVID-19 相关死亡率的风险因素:一项基于人群的队列研究。
Lancet Diabetes Endocrinol. 2020 Oct;8(10):823-833. doi: 10.1016/S2213-8587(20)30271-0. Epub 2020 Aug 13.
4
Hyperglycemia at Hospital Admission Is Associated With Severity of the Prognosis in Patients Hospitalized for COVID-19: The Pisa COVID-19 Study.入院时高血糖与 COVID-19 住院患者预后严重程度相关:比萨 COVID-19 研究。
Diabetes Care. 2020 Oct;43(10):2345-2348. doi: 10.2337/dc20-1380. Epub 2020 Aug 11.
5
Unrecognized diabetes in critically ill COVID-19 patients.危重症COVID-19患者中未被识别的糖尿病
Crit Care. 2020 Jul 9;24(1):406. doi: 10.1186/s13054-020-03139-3.
6
Phenotypic characteristics and prognosis of inpatients with COVID-19 and diabetes: the CORONADO study.COVID-19 合并糖尿病住院患者的表型特征和预后:CORONADO 研究。
Diabetologia. 2020 Aug;63(8):1500-1515. doi: 10.1007/s00125-020-05180-x. Epub 2020 May 29.
7
Diagnosis and treatment of coronavirus disease 2019 (COVID-19): Laboratory, PCR, and chest CT imaging findings.新型冠状病毒肺炎(COVID-19)的诊断与治疗:实验室、PCR 及胸部 CT 影像学表现。
Int J Surg. 2020 Jul;79:143-153. doi: 10.1016/j.ijsu.2020.05.018. Epub 2020 May 15.
8
Clinical Characteristics and Risk Factors for Mortality of COVID-19 Patients With Diabetes in Wuhan, China: A Two-Center, Retrospective Study.中国武汉 COVID-19 合并糖尿病患者的临床特征和死亡危险因素:一项两中心回顾性研究。
Diabetes Care. 2020 Jul;43(7):1382-1391. doi: 10.2337/dc20-0598. Epub 2020 May 14.
9
Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication.患有糖尿病和 COVID-19 患者的临床特征和转归与降糖药物的关系。
Diabetes Care. 2020 Jul;43(7):1399-1407. doi: 10.2337/dc20-0660. Epub 2020 May 14.
10
Prevention and management of COVID-19 among patients with diabetes: an appraisal of the literature.COVID-19 患者的糖尿病预防和管理:文献评价。
Diabetologia. 2020 Aug;63(8):1440-1452. doi: 10.1007/s00125-020-05164-x. Epub 2020 May 14.