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持续性严重急性呼吸窘迫综合征对试验预后的富集作用。

Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.

机构信息

Division of Pulmonary and Critical Care Medicine, Department of Medicine, New York-Presbyterian Hospital-Weill Cornell Medical Center, Weill Cornell Medicine, New York, New York, United States of America.

Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan.

出版信息

PLoS One. 2020 Jan 27;15(1):e0227346. doi: 10.1371/journal.pone.0227346. eCollection 2020.

Abstract

BACKGROUND

Acute respiratory distress syndrome (ARDS) is heterogeneous. As an indication of the heterogeneity of ARDS, there are patients whose syndrome improves rapidly (i.e., within 24 hours), others whose hypoxemia improves gradually and still others whose severe hypoxemia persists for several days. The latter group of patients with persistent severe ARDS poses challenges to clinicians. We attempted to assess the baseline characteristics and outcomes of persistent severe ARDS and to identify which variables are useful to predict it.

METHODS

A secondary analysis of patient-level data from the ALTA, EDEN and SAILS ARDSNet clinical trials was conducted. We defined persistent severe ARDS as a partial pressure of arterial oxygen to fraction of inspired oxygen ratio (PaO2:FiO2) of equal to or less than 100 mmHg on the second study day following enrollment. Regularized logistic regression with an L1 penalty [Least Absolute Shrinkage and Selection Operator (LASSO)] techniques were used to identify predictive variables of persistent severe ARDS.

RESULTS

Of the 1531 individuals with ARDS alive on the second study day after enrollment, 232 (15%) had persistent severe ARDS. Of the latter, 100 (43%) individuals had mild or moderate hypoxemia at baseline. Usage of vasopressors was greater [144/232 (62%) versus 623/1299 (48%); p<0.001] and baseline severity of illness was higher in patients with versus without persistent severe ARDS. Mortality at 60 days [95/232 (41%) versus 233/1299 (18%); p<0.001] was higher, and ventilator-free (p<0.001), intensive care unit-free [0 (0-14) versus 19 (7-23); p<0.001] and non-pulmonary organ failure-free [3 (0-21) versus 20 (1-26); p<0.001] days were fewer in patients with versus without persistent severe ARDS. PaO2:FiO2, FiO2, hepatic failure and positive end-expiratory pressure at enrollment were useful predictive variables.

CONCLUSIONS

Patients with persistent severe ARDS have distinct baseline characteristics and poor prognosis. Identifying such patients at enrollment may be useful for the prognostic enrichment of trials.

摘要

背景

急性呼吸窘迫综合征(ARDS)具有异质性。作为 ARDS 异质性的一个表现,有患者的综合征快速改善(即,在 24 小时内),有患者的低氧血症逐渐改善,还有患者的严重低氧血症持续数天。后一类持续性严重 ARDS 患者给临床医生带来挑战。我们试图评估持续性严重 ARDS 的基线特征和结局,并确定哪些变量可用于预测。

方法

对 ALTA、EDEN 和 SAILS ARDSNet 临床试验的患者水平数据进行二次分析。我们将第 2 天研究时动脉氧分压与吸入氧分数比值(PaO2:FiO2)等于或低于 100mmHg 的患者定义为持续性严重 ARDS。采用正则逻辑回归和 L1 惩罚(最小绝对收缩和选择算子(LASSO))技术来识别持续性严重 ARDS 的预测变量。

结果

在纳入后第 2 天存活的 1531 名 ARDS 患者中,232 名(15%)患有持续性严重 ARDS。其中,100 名(43%)患者在基线时存在轻度或中度低氧血症。与无持续性严重 ARDS 的患者相比,使用血管加压素的患者更多[144/232(62%)与 623/1299(48%);p<0.001],基线疾病严重程度更高。60 天死亡率[95/232(41%)与 233/1299(18%);p<0.001]更高,呼吸机自由[p<0.001]、重症监护病房自由[0(0-14)与 19(7-23);p<0.001]和非肺部器官衰竭自由[3(0-21)与 20(1-26);p<0.001]天数更少。纳入时的 PaO2:FiO2、FiO2、肝衰竭和呼气末正压是有用的预测变量。

结论

患有持续性严重 ARDS 的患者具有明显的基线特征和不良预后。在纳入时识别此类患者可能有助于临床试验的预后富集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e60/6984692/fd8d64366ddb/pone.0227346.g001.jpg

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