Longitudinal Assessment of ROX and HACOR Scores to Predict Non-Invasive Ventilation Failure in Patients with SARS-CoV-2 Pneumonia.

Pub Date : 2024-04-30 eCollection Date: 2024-04-01 DOI:10.2478/jccm-2024-0013
Abhijeet Anand, Sai Teja Kodamanchili, Ankur Joshi, Rajnish Joshi, Jai Prakash Sharma, Goyal Abhishek, Abhijit P Pakhare, Yogesh Niwariya, Rajesh Panda, Sunaina T Karna, Alkesh K Khurana, Saurabh Saigal
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Abstract

Introduction: NIV (Non-invasive ventilation) and HFNC (High Flow nasal cannula) are being used in patients with acute respiratory failure. HACOR score has been exclusively calculated for patients on NIV, on other hand ROX index is being used for patients on HFNC. This is first study where ROX index has been used in patients on NIV to predict failure.

Aim of the study: This study investigates the comparative diagnostic performance of HACOR score and ROX index to predict NIV failure.

Methods: We performed a retrospective cohort study of non-invasively ventilated COVID-19 patients admitted between 1st April 2020 to 15th June 2021 to ICU of a tertiary care teaching hospital located in Central India. We assessed factors responsible for NIV failure, and whether these scores HACOR/ROX index have discriminative capacity to predict risk of invasive mechanical ventilation.

Results: Of the 441 patients included in the current study, 179 (40.5%) recovered, while remaining 262 (59.4%) had NIV failure. On multivariable analysis, ROX index > 4.47 was found protective for NIV-failure (OR 0.15 (95% CI 0.03-0.23; p<0.001). Age > 60 years and SOFA score were other significant independent predictors of NIV-failure. The AUC for prediction of failure rises from 0.84 to 0.94 from day 1 to day 3 for ROX index and from 0.79 to 0.92 for HACOR score in the same period, hence ROX score was non-inferior to HACOR score in current study. DeLong's test for two correlated ROC curves had insignificant difference expect day-1 (D1: 0.03 to 0.08; p=3.191e-05, D2: -0.002 to 0.02; p = 0.2671, D3: -0.003 to 0.04; p= 0.1065).

Conclusion: ROX score of 4.47 at day-3 consists of good discriminatory capacity to predict NIV failure. Considering its non-inferiority to HACOR score, the ROX score can be used in patients with acute respiratory failure who are on NIV.

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预测SARS-CoV-2肺炎患者非侵入性通气失败的ROX和HACOR评分纵向评估
简介:急性呼吸衰竭患者正在使用 NIV(无创通气)和 HFNC(高流量鼻插管)。HACOR 评分只用于计算 NIV 患者的情况,而 ROX 指数则用于计算 HFNC 患者的情况。这是首次将 ROX 指数用于预测 NIV 患者呼吸衰竭的研究:本研究调查了 HACOR 评分和 ROX 指数在预测 NIV 失败方面的诊断性能比较:我们对 2020 年 4 月 1 日至 2021 年 6 月 15 日期间入住印度中部一家三级护理教学医院 ICU 的 COVID-19 无创通气患者进行了一项回顾性队列研究。我们评估了导致无创通气失败的因素,以及这些评分 HACOR/ROX 指数是否具有预测有创机械通气风险的判别能力:在本次研究的 441 名患者中,179 人(40.5%)痊愈,其余 262 人(59.4%)NIV 失败。多变量分析发现,ROX 指数大于 4.47 对 NIV 失败具有保护作用(OR 0.15 (95% CI 0.03-0.23; p 60 岁和 SOFA 评分是 NIV 失败的其他重要独立预测因素。从第 1 天到第 3 天,ROX 指数预测失败的 AUC 从 0.84 升至 0.94,同期 HACOR 评分从 0.79 升至 0.92,因此在当前研究中,ROX 评分不劣于 HACOR 评分。对两条相关的 ROC 曲线进行的 DeLong 检验显示,第 1 天的预期差异不显著(D1:0.03 至 0.08;p=3.191e-05;D2:-0.002 至 0.02;p=0.2671;D3:-0.003 至 0.04;p=0.1065):结论:第 3 天的 ROX 评分为 4.47,对预测 NIV 失败具有良好的鉴别能力。考虑到 ROX 评分不劣于 HACOR 评分,因此 ROX 评分可用于使用 NIV 的急性呼吸衰竭患者。
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