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预测肺栓塞患者的院内死亡率:PATHOS评分的开发与外部验证

Predicting in-hospital mortality in pulmonary embolism patients: development and external validation of the PATHOS score.

作者信息

Spampinato Michele Domenico, Covino Marcello, Passaro Angelina, Benedetto Marcello, D'Angelo Luca, Galizia Giorgio, Fabbri Irma Sofia, Pagano Teresa, Portoraro Andrea, Guarino Matteo, Previati Rita, Tullo Gianluca, Gasbarrini Antonio, Giorgio Roberto De, Franceschi Francesco

机构信息

Department of Translational Medicine, University of Ferrara, Ferrara, Italy.

University of Ferrara School of Emergency Medicine, Ferrara, Italy.

出版信息

Clin Exp Emerg Med. 2023 Mar;10(1):26-36. doi: 10.15441/ceem.22.369. Epub 2022 Nov 17.

DOI:10.15441/ceem.22.369
PMID:36384245
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10090728/
Abstract

OBJECTIVE

According to the 2019 European Society of Cardiology (ESC) guidelines on pulmonary embolism (PE), prognosis is calculated using the Pulmonary Embolism Severity Index (PESI), a complex score with debated validity, or simplified PESI (sPESI). We have developed and validated a new risk score for in-hospital mortality (IHM) of patients with PE in the emergency department.

METHODS

This retrospective, dual-center cohort study was conducted in the emergency departments of two third-level university hospitals. Patients aged >18 years with a contrast-enhanced computed tomography-confirmed PE were included. Clinical variables and laboratory tests were evaluated blindly to IHM. Multivariable logistic regression was performed to identify the new score's predictors, and the new score was compared with the PESI, sPESI, and shock index.

RESULTS

A total of 1,358 patients were included in this study: 586 in the derivation cohort and 772 in the validation cohort, with a global 10.6% of IHM. The PATHOS scores were developed using independent variables to predict mortality: platelet count, age, troponin, heart rate, oxygenation, and systolic blood pressure. The PATHOS score showed good calibration and high discrimination, with an area under the receiver operating characteristics curve of 0.83 (95% confidence interval [CI], 0.77-0.89) in the derivation population and 0.74 (95% CI, 0.68-0.80) in the validation cohort, which is significantly higher than the PESI, sPESI, and shock index in both cohorts (P<0.01 for all comparisons).

CONCLUSION

PATHOS is a simple and effective prognostic score for predicting IHM in patients with PE in an emergency setting.

摘要

目的

根据2019年欧洲心脏病学会(ESC)关于肺栓塞(PE)的指南,使用肺栓塞严重程度指数(PESI)来计算预后,PESI是一个有效性存在争议的复杂评分,或者使用简化的PESI(sPESI)。我们已经开发并验证了一种用于急诊科PE患者院内死亡率(IHM)的新风险评分。

方法

这项回顾性、双中心队列研究在两家三级大学医院的急诊科进行。纳入年龄>18岁且经对比增强计算机断层扫描确诊为PE的患者。对IHM进行盲法评估临床变量和实验室检查。进行多变量逻辑回归以确定新评分的预测因素,并将新评分与PESI、sPESI和休克指数进行比较。

结果

本研究共纳入1358例患者:推导队列中有586例,验证队列中有772例,总体IHM为10.6%。使用独立变量血小板计数、年龄、肌钙蛋白、心率、氧合和收缩压来制定PATHOS评分以预测死亡率。PATHOS评分显示出良好的校准和高辨别力,推导人群中受试者工作特征曲线下面积为0.83(95%置信区间[CI],0.77 - 0.89),验证队列中为0.74(95%CI,0.68 - 0.80),在两个队列中均显著高于PESI、sPESI和休克指数(所有比较P<0.01)。

结论

PATHOS是一种简单有效的预后评分,用于预测急诊科PE患者中的IHM。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/bd0f3779ef6b/ceem-22-369f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/403cbb544f02/ceem-22-369f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/b4103591ed92/ceem-22-369f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/bd0f3779ef6b/ceem-22-369f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/403cbb544f02/ceem-22-369f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/b4103591ed92/ceem-22-369f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7da/10090728/bd0f3779ef6b/ceem-22-369f3.jpg

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本文引用的文献

1
Association Between Platelet Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Analysis of a Large Clinical Database MIMIC-IV.脓毒症患者血小板水平与28天死亡率之间的关联:基于大型临床数据库MIMIC-IV的回顾性分析
Front Med (Lausanne). 2022 Apr 7;9:833996. doi: 10.3389/fmed.2022.833996. eCollection 2022.
2
Clinical and radiological characteristics of acute pulmonary embolus in relation to 28-day and 6-month mortality.急性肺栓塞与 28 天和 6 个月死亡率相关的临床和影像学特征。
PLoS One. 2021 Dec 28;16(12):e0258843. doi: 10.1371/journal.pone.0258843. eCollection 2021.
3
In-hospital mortality of acute pulmonary embolism: Predictive value of shock index, modified shock index, and age shock index scores.
院内急性肺栓塞死亡率:休克指数、改良休克指数和年龄休克指数评分的预测价值。
Med Clin (Barc). 2022 Apr 22;158(8):351-355. doi: 10.1016/j.medcli.2021.04.035. Epub 2021 Aug 14.
4
PERFORM: Pulmonary embolism risk score for mortality in computed tomographic pulmonary angiography-confirmed patients.执行:计算机断层扫描肺动脉造影确诊患者的肺栓塞死亡率风险评分。
EClinicalMedicine. 2021 May 31;36:100897. doi: 10.1016/j.eclinm.2021.100897. eCollection 2021 Jun.
5
The addition of echocardiographic parameters to PESI risk score improves mortality prediction in patients with acute pulmonary embolism: PESI-Echo score.超声心动图参数的加入提高了急性肺栓塞患者 PESI 评分的死亡率预测:PESI-Echo 评分。
Eur Heart J Acute Cardiovasc Care. 2021 May 11;10(3):250-257. doi: 10.1093/ehjacc/zuaa007.
6
Comparison of 4 Acute Pulmonary Embolism Mortality Risk Scores in Patients Evaluated by Pulmonary Embolism Response Teams.急性肺栓塞患者评估中 4 种急性肺栓塞死亡率风险评分的比较。
JAMA Netw Open. 2020 Aug 3;3(8):e2010779. doi: 10.1001/jamanetworkopen.2020.10779.
7
Regression multiple imputation for missing data analysis.用于缺失数据分析的回归多重填补
Stat Methods Med Res. 2020 Sep;29(9):2647-2664. doi: 10.1177/0962280220908613. Epub 2020 Mar 4.
8
2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS).2019年欧洲心脏病学会(ESC)与欧洲呼吸学会(ERS)合作制定的急性肺栓塞诊断和管理指南。
Eur Heart J. 2020 Jan 21;41(4):543-603. doi: 10.1093/eurheartj/ehz405.
9
Multicollinearity and misleading statistical results.多重共线性和误导性的统计结果。
Korean J Anesthesiol. 2019 Dec;72(6):558-569. doi: 10.4097/kja.19087. Epub 2019 Jul 15.
10
Cardiac Troponins in Low-Risk Pulmonary Embolism Patients: A Systematic Review and Meta-Analysis.低风险肺栓塞患者的心肌肌钙蛋白:一项系统评价和荟萃分析。
J Hosp Med. 2018 Oct 1;13(10):706-712. doi: 10.12788/jhm.2961. Epub 2018 Apr 25.