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对入住重症监护病房的严重脓毒症和脓毒性休克患者的六种死亡率预测模型的评估:一项前瞻性队列研究。

Assessment of six mortality prediction models in patients admitted with severe sepsis and septic shock to the intensive care unit: a prospective cohort study.

作者信息

Arabi Yaseen, Al Shirawi Nehad, Memish Ziad, Venkatesh Srinivas, Al-Shimemeri Abdullah

机构信息

Department of Intensive Care, King Fahad National Guard Hospital, Riyadh, Saudi Arabia.

出版信息

Crit Care. 2003 Oct;7(5):R116-22. doi: 10.1186/cc2373. Epub 2003 Aug 28.

Abstract

INTRODUCTION

We conducted the present study to assess the validity of mortality prediction systems in patients admitted to the intensive care unit (ICU) with severe sepsis and septic shock. We included Acute Physiology and Health Evaluation (APACHE) II, Simplified Acute Physiology Score (SAPS) II, Mortality Probability Model (MPM) II0 and MPM II24 in our evaluation. In addition, SAPS II and MPM II24 were customized for septic patients in a previous study, and the customized versions were included in this evaluation.

MATERIALS AND METHOD

This cohort, prospective, observational study was conducted in a tertiary care medical/surgical ICU. Consecutive patients meeting the diagnostic criteria for severe sepsis and septic shock during the first 24 hours of ICU admission between March 1999 and August 2001 were included. The data necessary for mortality prediction were collected prospectively as part of the ongoing ICU database. Predicted and actual mortality rates, and standardized mortality ratio were calculated. Calibration was assessed using Lemeshow-Hosmer goodness of fit C-statistic. Discrimination was assessed using receiver operating characteristic curves.

RESULTS

The overall mortality prediction was adequate for all six systems because none of the standardized mortality ratios differed significantly from 1. Calibration was inadequate for APACHE II, SAPS II, MPM II0 and MPM II24. However, the customized version of SAPS II exhibited significantly improved calibration (C-statistic for SAPS II 23.6 [P = 0.003] and for customized SAPS II 11.5 [P = 0.18]). Discrimination was best for customized MPM II24 (area under the receiver operating characteristic curve 0.826), followed by MPM II24 and customized SAPS II.

CONCLUSION

Although general ICU mortality system models had accurate overall mortality prediction, they had poor calibration. Customization of SAPS II and, to a lesser extent, MPM II24 improved calibration. The customized model may be a useful tool when evaluating outcomes in patients with sepsis.

摘要

引言

我们开展本研究以评估入住重症监护病房(ICU)的严重脓毒症和脓毒性休克患者死亡率预测系统的有效性。我们的评估纳入了急性生理与健康评估(APACHE)II、简化急性生理学评分(SAPS)II、死亡率概率模型(MPM)II0和MPM II24。此外,SAPS II和MPM II24在先前一项研究中针对脓毒症患者进行了定制,本次评估纳入了定制版本。

材料与方法

本队列前瞻性观察性研究在一家三级医疗/外科ICU进行。纳入1999年3月至2001年8月期间入住ICU首24小时内符合严重脓毒症和脓毒性休克诊断标准的连续患者。作为正在进行的ICU数据库的一部分,前瞻性收集死亡率预测所需数据。计算预测死亡率和实际死亡率以及标准化死亡率比值。使用Lemeshow-Hosmer拟合优度C统计量评估校准情况。使用受试者工作特征曲线评估区分度。

结果

所有六个系统的总体死亡率预测均足够,因为所有标准化死亡率比值与1均无显著差异。APACHE II、SAPS II、MPM II0和MPM II24的校准不足。然而,定制版SAPS II的校准有显著改善(SAPS II的C统计量为23.6 [P = 0.003],定制SAPS II的C统计量为11.5 [P = 0.18])。区分度方面,定制MPM II24最佳(受试者工作特征曲线下面积为0.826),其次是MPM II24和定制SAPS II。

结论

虽然一般ICU死亡率系统模型总体死亡率预测准确,但校准不佳。SAPS II的定制以及程度较轻的MPM II24的定制改善了校准。定制模型在评估脓毒症患者结局时可能是一个有用的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6404/270727/c942031a6773/cc2373-1.jpg

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