Department of Intensive Care 4131, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark.
Acta Anaesthesiol Scand. 2019 Oct;63(9):1200-1209. doi: 10.1111/aas.13415. Epub 2019 Jun 14.
Intensive care unit (ICU) severity scores use data available at admission or shortly thereafter. There are limited contemporary data on how the prognostic performance of these scores is affected by ICU length of stay (LOS).
We conducted a nationwide cohort study using routinely collected health data from the Danish Intensive Care Database. We included adults with ICU admissions ≥24 hours between 1 January 2012 and 30 June 2016, who survived to ICU discharge and had valid ICU LOS and vital status data registered. We assessed discrimination of the Simplified Acute Physiology Score (SAPS) II for predicting mortality 90 days after ICU discharge, followed by recalibration of the model and assessment of standardized mortality ratios (SMRs) and calibration. Performance was assessed in the entire cohort and stratified by ICU LOS quartiles.
We included 44 523 patients. Increasing SAPS II was associated with increasing ICU LOS. Overall discrimination (area under the receiver-operating characteristics curve) of SAPS II was 0.70 (95% CI: 0.70-0.71), with decreasing discrimination from the first (0.75, 95% CI: 0.73-0.76) to the last (0.64, 95% CI: 0.63-0.65) ICU LOS quartile. SMRs were lower (less deaths) than expected in the first ICU LOS quartile and higher (more deaths) than expected in the last two ICU LOS quartiles. Calibration decreased with increasing ICU LOS.
We observed that discrimination and calibration of SAPS II decreased with increasing ICU LOS, and that this affected SMRs. These findings should be acknowledged when using SAPS II for clinical, research and administrative purposes.
重症监护病房(ICU)严重程度评分使用入院时或入院后不久可获得的数据。关于这些评分的预后性能如何受到 ICU 住院时间(LOS)的影响,目前仅有有限的当代数据。
我们使用丹麦重症监护数据库中常规收集的健康数据进行了一项全国性队列研究。我们纳入了 2012 年 1 月 1 日至 2016 年 6 月 30 日期间 ICU 入住时间≥24 小时的成年人,这些患者存活至 ICU 出院,并且 ICU LOS 和生命状态数据有效。我们评估了简化急性生理学评分(SAPS)Ⅱ在预测 ICU 出院后 90 天时死亡率的区分度,然后对模型进行重新校准,并评估标准化死亡率比(SMR)和校准度。在整个队列中评估了性能,并按 ICU LOS 四分位数分层进行评估。
我们纳入了 44523 名患者。SAPS Ⅱ的增加与 ICU LOS 的增加相关。SAPS Ⅱ的总体区分度(接受者操作特征曲线下面积)为 0.70(95%CI:0.70-0.71),从第一个(0.75,95%CI:0.73-0.76)到最后一个(0.64,95%CI:0.63-0.65)ICU LOS 四分位区间的区分度逐渐降低。SMR 低于预期(死亡人数较少)在 ICU LOS 的前四分之一,而在最后两个 ICU LOS 四分位数中则高于预期(死亡人数较多)。校准度随着 ICU LOS 的增加而降低。
我们观察到,SAPS Ⅱ的区分度和校准度随着 ICU LOS 的增加而降低,这影响了 SMR。在将 SAPS Ⅱ用于临床、研究和管理目的时,应注意到这些发现。