Understanding patient outcomes after acute respiratory distress syndrome: Identifying subtypes of physical, cognitive and mental health outcomes

Samuel M. Brown, Emily L. Wilson, Angela P. Presson, Victoriano Dinglas, Tom Greene, Ramona O. Hopkins, Dale Needham

Research output: Contribution to journalArticle

Abstract

Purpose With improving short-term mortality in acute respiratory distress syndrome (ARDS), understanding survivors' posthospitalisation outcomes is increasingly important. However, little is known regarding associations among physical, cognitive and mental health outcomes. Identification of outcome subtypes may advance understanding of post-ARDS morbidities. Methods We analysed baseline variables and 6-month health status for participants in the ARDS Network Long-Term Outcomes Study. After division into derivation and validation datasets, we used weighted network analysis to identify subtypes from predictors and outcomes in the derivation dataset. We then used recursive partitioning to develop a subtype classification rule and assessed adequacy of the classification rule using a kappa statistic with the validation dataset. Results Among 645 ARDS survivors, 430 were in the derivation and 215 in the validation datasets. Physical and mental health status, but not cognitive status, were closely associated. Four distinct subtypes were apparent (percentages in the derivation cohort): (1) mildly impaired physical and mental health (22% of patients), (2) moderately impaired physical and mental health (39%), (3) severely impaired physical health with moderately impaired mental health (15%) and (4) severely impaired physical and mental health (24%). The classification rule had high agreement (kappa=0.89 in validation dataset). Female Latino smokers had the poorest status, while male, non-Latino non-smokers had the best status. Conclusions We identified four post-ARDS outcome subtypes that were predicted by sex, ethnicity, pre-ARDS smoking status and other baseline factors. These subtypes may help develop tailored rehabilitation strategies, including investigation of combined physical and mental health interventions, and distinct interventions to improve cognitive outcomes.

Original languageEnglish (US)
Pages (from-to)1094-1103
Number of pages10
JournalThorax
Volume72
Issue number12
DOIs
Publication statusPublished - Dec 1 2017

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Keywords

  • ARDS
  • health-related quality of life
  • mental health
  • outcomes
  • physical function
  • prediction

ASJC Scopus subject areas

  • Pulmonary and Respiratory Medicine

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