Kawakami Akiko, Yamakawa Kazuma, Nishioka Daisuke, Ota Koshi, Kusaka Yusuke, Umegaki Osamu, Ito Yuri, Takasu Akira
Department of Emergency and Critical Care Medicine Osaka Medical and Pharmaceutical University Takatsuki Japan.
Department of Medical Statistics, Research and Development Center Osaka Medical and Pharmaceutical University Takatsuki Japan.
Acute Med Surg. 2022 Jun 4;9(1):e765. doi: 10.1002/ams2.765. eCollection 2022 Jan-Dec.
Prone positioning of coronavirus disease 2019 (COVID-19) patients could improve oxygenation. However, clinical data on prone positioning of intubated COVID-19 patients are limited. We investigated trends of PaO / FiO ratio values in patients during prone positioning to identify a predictive factor for early detection of patients requiring advanced therapeutic intervention such as extracorporeal membrane oxygenation (ECMO).
This retrospective, observational cohort study was undertaken between April 2020 and May 2021 in a tertiary referral hospital for COVID-19 in Osaka, Japan. We included intubated adult COVID-19 patients treated with prone positioning within the first 72 h of admission to the intensive care unit and followed them until hospital discharge or death. Primary outcomes were in-hospital mortality and escalation of care to ECMO. We used unsupervised k-means clustering modeling to categorize COVID-19 patients by PaO / FiO ratio responsiveness to prone positioning.
The final study cohort comprised 54 of 155 consecutive severe COVID-19 patients. Three clusters were generated according to trends in PaO / FiO ratios during prone positioning (cluster A, = 16; cluster B, = 24; cluster C, = 14). Baseline characteristics of all clusters were almost similar. Cluster A (no increase in PaO / FiO ratio during prone positioning) had a significantly higher proportion of patients placed on ECMO or who died (6/16, 37.5%). Numbers of patients with ECMO and with in-hospital death were significantly different between the three groups ( = 0.017).
In Japanese patients intubated due to COVID-19, clinicians should consider earlier escalation of treatment, such as facility transfer or ECMO, if the PaO / FiO ratio does not increase during initial prone positioning.
2019年冠状病毒病(COVID-19)患者俯卧位可改善氧合。然而,关于插管COVID-19患者俯卧位的临床数据有限。我们调查了患者在俯卧位期间动脉血氧分压/吸入氧分数(PaO₂/FiO₂)比值的变化趋势,以确定早期发现需要体外膜肺氧合(ECMO)等高级治疗干预患者的预测因素。
本回顾性观察队列研究于2020年4月至2021年5月在日本大阪一家COVID-19三级转诊医院进行。我们纳入了在重症监护病房入院后72小时内接受俯卧位治疗的插管成年COVID-19患者,并对其进行随访直至出院或死亡。主要结局是院内死亡率和升级至ECMO治疗。我们使用无监督k均值聚类模型,根据PaO₂/FiO₂比值对俯卧位的反应性对COVID-19患者进行分类。
最终研究队列包括155例连续的重症COVID-19患者中的54例。根据俯卧位期间PaO₂/FiO₂比值的变化趋势产生了三个聚类(聚类A,n = 16;聚类B,n = 24;聚类C,n = 14)。所有聚类的基线特征几乎相似。聚类A(俯卧位期间PaO₂/FiO₂比值无增加)接受ECMO治疗或死亡的患者比例显著更高(6/16,37.5%)。三组之间接受ECMO治疗和院内死亡的患者数量有显著差异(P = 0.017)。
对于因COVID-19插管的日本患者,如果初始俯卧位期间PaO₂/FiO₂比值未增加,临床医生应考虑更早升级治疗,如转院或使用ECMO。