Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, Davis, Sacramento.
Division of Pulmonary and Critical Care Medicine, Stanford University, CA.
Perm J. 2020;24. doi: 10.7812/TPP/19.113. Epub 2020 Jan 31.
Acute respiratory failure requiring mechanical ventilation is a leading cause of mortality in the intensive care unit. Although single peripheral blood oxygen saturation/fraction of inspired oxygen (SpO2/FiO2) ratios of hypoxemia have been evaluated to risk-stratify patients with acute respiratory distress syndrome, the utility of longitudinal SpO2/FiO2 ratios is unknown.
To assess time-based SpO2/FiO2 ratios ≤ 150-SpO2/FiO2 time at risk (SF-TAR)-for predicting mortality in mechanically ventilated patients.
Retrospective, observational cohort study of mechanically ventilated patients at 21 community and 2 academic hospitals. Association between the SF-TAR in the first 24 hours of ventilation and mortality was examined using multivariable logistic regression and compared with the worst recorded isolated partial pressure of arterial oxygen/fraction of inspired oxygen (P/F) ratio.
In 28,758 derivation cohort admissions, every 10% increase in SF-TAR was associated with a 24% increase in adjusted odds of hospital mortality (adjusted odds ratio = 1.24; 95% confidence interval [CI] = 1.23-1.26); a similar association was observed in validation cohorts. Discrimination for mortality modestly improved with SF-TAR (area under the receiver operating characteristic curve [AUROC] = 0.81; 95% CI = 0.81-0.82) vs the worst P/F ratio (AUROC = 0.78; 95% CI = 0.78-0.79) and worst SpO2/FiO2 ratio (AUROC = 0.79; 95% CI = 0.79-0.80). The SF-TAR in the first 6 hours offered comparable discrimination for hospital mortality (AUROC = 0.80; 95% CI = 0.79-0.80) to the 24-hour SF-TAR.
The SF-TAR can identify ventilated patients at increased risk of death, offering modest improvements compared with single SpO2/FiO2 and P/F ratios. This longitudinal, noninvasive, and broadly generalizable tool may have particular utility for early phenotyping and risk stratification using electronic health record data in ventilated patients.
需要机械通气的急性呼吸衰竭是重症监护病房死亡的主要原因。虽然已经评估了单个体外周血氧饱和度/吸入氧分数(SpO2/FiO2)比值的低氧血症来对急性呼吸窘迫综合征患者进行风险分层,但纵向 SpO2/FiO2 比值的用途尚不清楚。
评估机械通气患者 24 小时内时间相关 SpO2/FiO2 比值≤150-SpO2/FiO2 时间风险(SF-TAR)预测死亡率的能力。
对 21 家社区和 2 家学术医院的机械通气患者进行回顾性观察队列研究。使用多变量逻辑回归检查通气后 24 小时内 SF-TAR 与死亡率之间的关系,并与最差记录的孤立动脉血氧分压/吸入氧分数(P/F)比值进行比较。
在 28758 例推导队列入院患者中,SF-TAR 每增加 10%,校正后住院死亡率的调整优势比增加 24%(调整优势比=1.24;95%置信区间[CI]为 1.23-1.26);在验证队列中也观察到类似的关联。SF-TAR 对死亡率的判别能力略有提高(接受者操作特征曲线下面积[AUROC]为 0.81;95%CI 为 0.81-0.82),优于最差 P/F 比值(AUROC=0.78;95%CI=0.78-0.79)和最差 SpO2/FiO2 比值(AUROC=0.79;95%CI=0.79-0.80)。SF-TAR 在 6 小时内对医院死亡率的判别能力相当(AUROC=0.80;95%CI=0.79-0.80),与 24 小时 SF-TAR 相似。
SF-TAR 可识别出死亡风险增加的机械通气患者,与单个 SpO2/FiO2 和 P/F 比值相比,提供了适度的改善。这种纵向、非侵入性和广泛可推广的工具可能特别适用于使用电子健康记录数据对机械通气患者进行早期表型和风险分层。