Department of Internal Medicine, Division of Intensive Care, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey.
Department of Pulmonary and Critical Care, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey.
Balkan Med J. 2022 Mar 14;39(2):140-147. doi: 10.4274/balkanmedj.galenos.2021.2021-7-32.
The prediction of high-flow nasal oxygen (HFNO) failure in patients with coronavirus disease-2019 (COVID-19) having acute respiratory failure (ARF) may prevent delayed intubation and decrease mortality.
To define the related risk factors to HFNO failure and hospital mortality.
Retrospective cohort study.
To this study, 85 critically ill patients (≥18 years) with COVID-19 related acute kidney injury who were treated with HFNO were enrolled. Treatment success was defined as the de-escalation of the oxygenation support to the conventional oxygen therapies. HFNO therapy failure was determined as the need for invasive mechanical ventilation or death. The patients were divided into HFNO-failure (HFNO-F) and HFNO-success (HFNO-S) groups. Electronic medical records and laboratory data were screened for all patients. Respiratory rate oxygenation (ROX) index on the first hour and chest computed tomography (CT) severity score were calculated. Factors related to HFNO therapy failure and mortality were defined.
This study assessed 85 patients (median age 67 years, 69.4% male) who were divided into two groups as HFNO success (n = 33) and HFNO failure (n = 52). The respiratory rate oxygenation (ROX) was measured at 1 hour and the computed tomography (CT) score indicated HFNO failure and intubation, with an area under the receiver operating characteristic of 0.695 for the ROX index and 0.628 for the CT score. A ROX index of <3.81 and a CT score of >15 in the first hour of therapy were the predictors of HFNO failure and intubation. Age, Acute Physiology and Chronic Health Evaluation II score, arterial blood gas findings "(i.e., partial pressure of oxygen [PaO], PaO [fraction of inspired oxygen]/SO [oxygen saturation] ratio)", and D-dimer levels were also associated with HFNO failure; however, based on logistic regression analysis, a calculated ROX on the first hour of therapy of <3.81 (odds ratio [OR] = 4.78, 95% confidence interval [CI] = 1.75-13.02, = 0.001) and a chest CT score of >15 (OR = 2.83, 95% CI = 1.01-7.88, = <0.001) were the only independent risk factors. In logistic regression analysis, a ROX calculated on the first hour of therapy of <3.81 (OR = 4.78, [95% CI = 1.75-13.02], = 0.001) and a chest CT score of >15 (OR 2.83, 95% CI = 1.01-7.88, = <0.001) were the independent risk factors for the HFNO failure. The intensive care unit and hospital mortality rates were 80.2% and 82.7%, respectively, in the HFNO failure group.
The early prediction of HFNO therapy failure is essential considering the high mortality rate in patients with HFNO therapy failure. Using the ROX index and the chest CT severity score combined with the other clinical parameters may reduce mortality. Additionally, multi-centre observational studies are needed to define the predictive value of ROX and chest CT score not only for COVID-19 but also other causes of ARF.
预测患有 COVID-19 急性呼吸衰竭(ARF)的患者高流量鼻氧(HFNO)治疗失败可能会预防延迟插管并降低死亡率。
确定与 HFNO 治疗失败和医院死亡率相关的相关危险因素。
回顾性队列研究。
本研究纳入了 85 名患有 COVID-19 相关急性肾损伤且接受 HFNO 治疗的危重症患者(≥18 岁)。治疗成功定义为氧合支持降至常规氧疗。HFNO 治疗失败定义为需要有创机械通气或死亡。将患者分为 HFNO 失败(HFNO-F)和 HFNO 成功(HFNO-S)组。筛选所有患者的电子病历和实验室数据。计算 ROX 指数(呼吸率氧合指数)在第 1 小时和胸部计算机断层扫描(CT)严重程度评分。定义与 HFNO 治疗失败和死亡率相关的因素。
本研究评估了 85 名患者(中位年龄 67 岁,69.4%为男性),分为 HFNO 成功(n=33)和 HFNO 失败(n=52)两组。在第 1 小时测量呼吸率氧合指数(ROX),CT 评分表明 HFNO 失败和插管,ROX 指数的受试者工作特征曲线下面积为 0.695,CT 评分的面积为 0.628。治疗开始后第 1 小时 ROX 指数<3.81 和 CT 评分>15 是 HFNO 失败和插管的预测因素。年龄、急性生理学和慢性健康评估 II 评分、动脉血气值(即氧分压[PaO]、PaO[吸入氧分数]/SO[氧饱和度]比值)和 D-二聚体水平也与 HFNO 失败相关;然而,基于逻辑回归分析,第 1 小时的 ROX 计算值<3.81(比值比[OR] = 4.78,95%置信区间[CI] = 1.75-13.02, = 0.001)和胸部 CT 评分>15(OR = 2.83,95% CI = 1.01-7.88, = <0.001)是唯一的独立危险因素。在逻辑回归分析中,第 1 小时的 ROX 计算值<3.81(OR = 4.78,[95% CI = 1.75-13.02], = 0.001)和胸部 CT 评分>15(OR 2.83,95% CI = 1.01-7.88, = <0.001)是 HFNO 失败的独立危险因素。HFNO 失败组的 ICU 和医院死亡率分别为 80.2%和 82.7%。
考虑到 HFNO 治疗失败患者的高死亡率,早期预测 HFNO 治疗失败至关重要。使用 ROX 指数和胸部 CT 严重程度评分结合其他临床参数可能会降低死亡率。此外,还需要进行多中心观察性研究,以确定 ROX 和胸部 CT 评分不仅对 COVID-19 而且对其他 ARF 病因的预测价值。