Castella X, Artigas A, Bion J, Kari A
Critical Care Department, Manresa General Hospital, Barcelona, Spain.
Crit Care Med. 1995 Aug;23(8):1327-35. doi: 10.1097/00003246-199508000-00005.
To compare the performance of three severity of illness scoring systems used commonly for intensive care unit (ICU) patients in a large international data set. The systems analyzed were versions II and III of the Acute Physiology and Chronic Health Evaluation (APACHE) system, versions I and II of the Simplified Acute Physiology Score (SAPS), and versions I and II of the Mortality Probability Model (MPM), computed at admission and after 24 hrs in the ICU.
A multicenter, multinational cohort study.
One hundred thirty-seven ICUs in 12 European and North American countries.
During a 3-month period, 14,745 patients were consecutively admitted to 137 ICUs enrolled in the study.
Collection of information necessary to compute the APACHE II and APACHE III scores, SAPS I and SAPS II, and MPM I and MPM II scores. Patients were followed until hospital discharges. Statistical comparison, including indices of calibration (goodness-of-fit) and discrimination (area under the receiver operating characteristic curve).
Despite having acceptable receiver operating characteristic areas, the older versions of the systems analyzed (APACHE II, SAPS, and MPM I computed at admission-MPM I computed after 24 hrs in the ICU) demonstrated poor calibration for the whole database. The new versions of the systems (SAPS II and MPM II) were superior to their older counterparts. This superiority is reflected by larger receiver operating characteristic areas and better fit. The APACHE III system improved its receiver operating characteristic area compared with the APACHE II system, which showed the best fit of the old systems analyzed.
The new versions of the severity systems analyzed (APACHE III, SAPS II, MPM II) perform better than their older counterparts (APACHE II, SAPS I, and MPM I). APACHE II, SAPS II, and MPM II show good discrimination and calibration in this international database.
在一个大型国际数据集中比较三种常用于重症监护病房(ICU)患者的疾病严重程度评分系统的性能。所分析的系统包括急性生理与慢性健康状况评价系统(APACHE)的第二版和第三版、简化急性生理学评分(SAPS)的第一版和第二版以及死亡概率模型(MPM)的第一版和第二版,在患者入住ICU时及入住24小时后进行计算。
一项多中心、跨国队列研究。
欧洲和北美的12个国家的137个ICU。
在3个月期间,14745例患者连续入住参与该研究的137个ICU。
收集计算APACHE II和APACHE III评分、SAPS I和SAPS II评分以及MPM I和MPM II评分所需的信息。对患者进行随访直至出院。进行统计比较,包括校准指标(拟合优度)和区分度指标(受试者工作特征曲线下面积)。
尽管所分析系统的较旧版本(入住ICU时计算的APACHE II、SAPS和MPM I - 在ICU入住24小时后计算的MPM I)具有可接受的受试者工作特征曲线下面积,但在整个数据库中校准效果不佳。系统的新版本(SAPS II和MPM II)优于其旧版本。这种优越性体现在更大的受试者工作特征曲线下面积和更好的拟合度上。与APACHE II系统相比,APACHE III系统的受试者工作特征曲线下面积有所改善,APACHE II系统在所分析的旧系统中拟合度最佳。
所分析的疾病严重程度系统的新版本(APACHE III、SAPS II、MPM II)比其旧版本(APACHE II、SAPS I和MPM I)表现更好。在这个国际数据库中,APACHE II、SAPS II和MPM II显示出良好的区分度和校准效果。