Novel Oxygenation and Saturation Indices for Mortality Prediction in COVID-19 ARDS Patients: The Impact of Driving Pressure and Mechanical Power

用于预测 COVID-19 ARDS 患者死亡率的新型氧合和饱和度指标:驱动压力和机械功率的影响

阅读:1

Abstract

Background: The oxygenation index (OI) and oxygen saturation index (OSI) are proven mortality predictors in pediatric and adult patients, traditionally using mean airway pressure (P(mean)). We introduce novel indices, replacing P(mean) with DP (ΔP(insp)), MP(dyn), and MP(tot), assessing their potential for predicting COVID-19 acute respiratory distress syndrome (ARDS) mortality, comparing them to traditional indices. Methods: We studied 361 adult COVID-19 ARDS patients for 7 days, collecting ΔP(insp), MP(dyn), and MP(tot), OI-ΔP(insp), OI-MP(dyn), OI-MP(tot), OSI-ΔP(insp), OSI-MP(dyn), and OSI-MP(tot). We compared these in surviving and non-surviving patients over the first 7 intensive care unit (ICU) days using Mann-Whitney U test. Logistic regression receiver operating characteristic (ROC) analysis assessed AUC and CI values for ICU mortality on day three. We determined cut-off values using Youden's method and conducted multivariate Cox regression on parameter limits. Results: All indices showed significant differences between surviving and non-surviving patients on the third day of ICU care. The AUC values of OI-ΔP(insp) were significantly higher than those of P/F and OI-P(mean) (P values .0002 and <.0001, respectively). Similarly, AUC and CI values of OSI-ΔP(insp) and OSI-MP(dyn) were significantly higher than those of SpO(2)/FiO(2) and OSI-P(mean) values (OSI-ΔP(insp): P < .0001, OSI-MP(dyn): P values .047 and .028, respectively). OI-ΔP(insp), OSI-ΔP(insp), OI-MP(dyn), OSI-MP(dyn), OI-MP(tot), and OSI-MP(tot) had AUC values of 0.72, 0.71, 0.69, 0.68, 0.66, and 0.64, respectively, with cut-off values associated with hazard ratios and P values of 7.06 (HR = 1.84, P = .002), 8.04 (HR = 2.00, P ≤ .0001), 7.12 (HR = 1.68, P = .001), 5.76 (HR = 1.70, P ≤ .0001), 10.43 (HR = 1.52, P = .006), and 10.68 (HR = 1.66, P = .001), respectively. Conclusions: Critical values of all indices were associated to higher ICU mortality rates and extended mechanical ventilation durations. The OI-ΔP(insp), OSI-ΔP(insp), and OSI-MP(dyn) indices displayed the strongest predictive capabilities for ICU mortality. These novel indices offer valuable insights for intensivists in the clinical management and decision-making process for ARDS patients.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。