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A New Coronavirus Estimation Global Score for Predicting Mortality During Hospitalization in Patients with COVID-19
文献摘要:
Objective::Coronavirus disease 2019 (COVID-19) exists as a pandemic. Mortality during hospitalization is multifactorial, and there is urgent need for a risk stratification model to predict in-hospital death among COVID-19 patients. Here we aimed to construct a risk score system for early identification of COVID-19 patients at high probability of dying during in-hospital treatment.Methods::In this retrospective analysis, a total of 821 confirmed COVID-19 patients from 3 centers were assigned to developmental ( n = 411, between January 14, 2020 and February 11, 2020) and validation ( n = 410, between February 14, 2020 and March 13, 2020) groups. Based on demographic, symptomatic, and laboratory variables, a new Coronavirus estimation global (CORE-G) score for prediction of in-hospital death was established from the developmental group, and its performance was then evaluated in the validation group. Results::The CORE-G score consisted of 18 variables (5 demographics, 2 symptoms, and 11 laboratory measurements) with a sum of 69.5 points. Goodness-of-fit tests indicated that the model performed well in the developmental group ( H = 3.210, P = 0.880), and it was well validated in the validation group ( H = 6.948, P= 0.542). The areas under the receiver operating characteristic curves were 0.955 in the developmental group (sensitivity, 94.1%; specificity, 83.4%) and 0.937 in the validation group (sensitivity, 87.2%; specificity, 84.2%). The mortality rate was not significantly different between the developmental ( n = 85,20.7%) and validation ( n = 94, 22.9%, P = 0.608) groups. Conclusions::The CORE-G score provides an estimate of the risk of in-hospital death. This is the first step toward the clinical use of the CORE-G score for predicting outcome in COVID-19 patients.
文献关键词:
Hospital mortality;Coronavirus estimation global score;COVID-19;Goodness-of-fit;Receiver operating characteristics;Risk stratification
作者姓名:
Zeng Hesong;He Xingwei;Liu Wanjun;Kan Jing;He Liqun;Zhao Jinhe;Chen Cynthia;Zhang Junjie;Chen Shaoliang
作者机构:
Division of Cardiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, China;Division of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, China;Division of Cardiology, Wuhan First Hospital, Wuhan, Hubei 430022, China;Division of Cardiology, Tianyou Hospital affiliated to Wuhan University of Science & Technology, Wuhan, Hubei 430064, China;Mailman School of Public Health, Columbia University, New York, New York 10027, USA;College of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 210002, China
引用格式:
[1]Zeng Hesong;He Xingwei;Liu Wanjun;Kan Jing;He Liqun;Zhao Jinhe;Chen Cynthia;Zhang Junjie;Chen Shaoliang-.A New Coronavirus Estimation Global Score for Predicting Mortality During Hospitalization in Patients with COVID-19)[J].心血管病探索(英文),2022(02):69-76
A类:
Goodness
B类:
New,Coronavirus,Estimation,Global,Score,Predicting,Mortality,During,Hospitalization,Patients,Objective,disease,exists,pandemic,during,hospitalization,multifactorial,there,urgent,need,risk,stratification,model,death,among,patients,Here,aimed,construct,score,system,early,identification,high,probability,dying,treatment,Methods,In,this,retrospective,analysis,total,confirmed,from,centers,were,assigned,developmental,between,January,February,validation,March,groups,Based,symptomatic,laboratory,variables,new,estimation,global,CORE,prediction,was,established,its,performance,then,evaluated,Results,consisted,demographics,symptoms,measurements,sum,points,fit,tests,indicated,that,performed,well,validated,areas,under,receiver,operating,curves,sensitivity,specificity,mortality,rate,not,significantly,different,Conclusions,provides,estimate,This,first,step,toward,clinical,use,predicting,outcome,Receiver,characteristics,Risk
AB值:
0.511922
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