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

<h4>Background</h4>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 per...

Full description

Bibliographic Details
Main Authors: Elizabeth Sanchez, David R Price, Kuei-Pin Chung, Clara Oromendia, Augustine M K Choi, Edward J Schenck, Ilias I Siempos
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0227346
id doaj-4638db1b8ab24e24ac988b464c20e1da
record_format Article
spelling doaj-4638db1b8ab24e24ac988b464c20e1da2021-03-04T11:19:42ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-01151e022734610.1371/journal.pone.0227346Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.Elizabeth SanchezDavid R PriceKuei-Pin ChungClara OromendiaAugustine M K ChoiEdward J SchenckIlias I Siempos<h4>Background</h4>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.<h4>Methods</h4>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.<h4>Results</h4>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.<h4>Conclusions</h4>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.https://doi.org/10.1371/journal.pone.0227346
collection DOAJ
language English
format Article
sources DOAJ
author Elizabeth Sanchez
David R Price
Kuei-Pin Chung
Clara Oromendia
Augustine M K Choi
Edward J Schenck
Ilias I Siempos
spellingShingle Elizabeth Sanchez
David R Price
Kuei-Pin Chung
Clara Oromendia
Augustine M K Choi
Edward J Schenck
Ilias I Siempos
Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
PLoS ONE
author_facet Elizabeth Sanchez
David R Price
Kuei-Pin Chung
Clara Oromendia
Augustine M K Choi
Edward J Schenck
Ilias I Siempos
author_sort Elizabeth Sanchez
title Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
title_short Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
title_full Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
title_fullStr Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
title_full_unstemmed Persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
title_sort persistent severe acute respiratory distress syndrome for the prognostic enrichment of trials.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description <h4>Background</h4>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.<h4>Methods</h4>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.<h4>Results</h4>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.<h4>Conclusions</h4>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.
url https://doi.org/10.1371/journal.pone.0227346
work_keys_str_mv AT elizabethsanchez persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT davidrprice persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT kueipinchung persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT claraoromendia persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT augustinemkchoi persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT edwardjschenck persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
AT iliasisiempos persistentsevereacuterespiratorydistresssyndromefortheprognosticenrichmentoftrials
_version_ 1714803903418073088