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Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts
BACKGROUND: Acute hypoxemic respiratory failure (HRF) is associated with high morbidity and mortality, but its heterogeneity challenges the identification of effective therapies. Defining subphenotypes with distinct prognoses or biologic features can improve therapeutic trials, but prior work has fo...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442814/ https://www.ncbi.nlm.nih.gov/pubmed/34526076 http://dx.doi.org/10.1186/s13054-021-03755-7 |
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author | Sathe, Neha A. Zelnick, Leila R. Mikacenic, Carmen Morrell, Eric D. Bhatraju, Pavan K. McNeil, J. Brennan Kosamo, Susanna Hough, Catherine L. Liles, W. Conrad Ware, Lorraine B. Wurfel, Mark M. |
author_facet | Sathe, Neha A. Zelnick, Leila R. Mikacenic, Carmen Morrell, Eric D. Bhatraju, Pavan K. McNeil, J. Brennan Kosamo, Susanna Hough, Catherine L. Liles, W. Conrad Ware, Lorraine B. Wurfel, Mark M. |
author_sort | Sathe, Neha A. |
collection | PubMed |
description | BACKGROUND: Acute hypoxemic respiratory failure (HRF) is associated with high morbidity and mortality, but its heterogeneity challenges the identification of effective therapies. Defining subphenotypes with distinct prognoses or biologic features can improve therapeutic trials, but prior work has focused on ARDS, which excludes many acute HRF patients. We aimed to characterize persistent and resolving subphenotypes in the broader HRF population. METHODS: In this secondary analysis of 2 independent prospective ICU cohorts, we included adults with acute HRF, defined by invasive mechanical ventilation and PaO(2)-to-FIO(2) ratio ≤ 300 on cohort enrollment (n = 768 in the discovery cohort and n = 1715 in the validation cohort). We classified patients as persistent HRF if still requiring mechanical ventilation with PaO(2)-to-FIO(2) ratio ≤ 300 on day 3 following ICU admission, or resolving HRF if otherwise. We estimated relative risk of 28-day hospital mortality associated with persistent HRF, compared to resolving HRF, using generalized linear models. We also estimated fold difference in circulating biomarkers of inflammation and endothelial activation on cohort enrollment among persistent HRF compared to resolving HRF. Finally, we stratified our analyses by ARDS to understand whether this was driving differences between persistent and resolving HRF. RESULTS: Over 50% developed persistent HRF in both the discovery (n = 386) and validation (n = 1032) cohorts. Persistent HRF was associated with higher risk of death relative to resolving HRF in both the discovery (1.68-fold, 95% CI 1.11, 2.54) and validation cohorts (1.93-fold, 95% CI 1.50, 2.47), after adjustment for age, sex, chronic respiratory illness, and acute illness severity on enrollment (APACHE-III in discovery, APACHE-II in validation). Patients with persistent HRF displayed higher biomarkers of inflammation (interleukin-6, interleukin-8) and endothelial dysfunction (angiopoietin-2) than resolving HRF after adjustment. Only half of persistent HRF patients had ARDS, yet exhibited higher mortality and biomarkers than resolving HRF regardless of whether they qualified for ARDS. CONCLUSION: Patients with persistent HRF are common and have higher mortality and elevated circulating markers of lung injury compared to resolving HRF, and yet only a subset are captured by ARDS definitions. Persistent HRF may represent a clinically important, inclusive target for future therapeutic trials in HRF. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-021-03755-7. |
format | Online Article Text |
id | pubmed-8442814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84428142021-09-15 Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts Sathe, Neha A. Zelnick, Leila R. Mikacenic, Carmen Morrell, Eric D. Bhatraju, Pavan K. McNeil, J. Brennan Kosamo, Susanna Hough, Catherine L. Liles, W. Conrad Ware, Lorraine B. Wurfel, Mark M. Crit Care Research BACKGROUND: Acute hypoxemic respiratory failure (HRF) is associated with high morbidity and mortality, but its heterogeneity challenges the identification of effective therapies. Defining subphenotypes with distinct prognoses or biologic features can improve therapeutic trials, but prior work has focused on ARDS, which excludes many acute HRF patients. We aimed to characterize persistent and resolving subphenotypes in the broader HRF population. METHODS: In this secondary analysis of 2 independent prospective ICU cohorts, we included adults with acute HRF, defined by invasive mechanical ventilation and PaO(2)-to-FIO(2) ratio ≤ 300 on cohort enrollment (n = 768 in the discovery cohort and n = 1715 in the validation cohort). We classified patients as persistent HRF if still requiring mechanical ventilation with PaO(2)-to-FIO(2) ratio ≤ 300 on day 3 following ICU admission, or resolving HRF if otherwise. We estimated relative risk of 28-day hospital mortality associated with persistent HRF, compared to resolving HRF, using generalized linear models. We also estimated fold difference in circulating biomarkers of inflammation and endothelial activation on cohort enrollment among persistent HRF compared to resolving HRF. Finally, we stratified our analyses by ARDS to understand whether this was driving differences between persistent and resolving HRF. RESULTS: Over 50% developed persistent HRF in both the discovery (n = 386) and validation (n = 1032) cohorts. Persistent HRF was associated with higher risk of death relative to resolving HRF in both the discovery (1.68-fold, 95% CI 1.11, 2.54) and validation cohorts (1.93-fold, 95% CI 1.50, 2.47), after adjustment for age, sex, chronic respiratory illness, and acute illness severity on enrollment (APACHE-III in discovery, APACHE-II in validation). Patients with persistent HRF displayed higher biomarkers of inflammation (interleukin-6, interleukin-8) and endothelial dysfunction (angiopoietin-2) than resolving HRF after adjustment. Only half of persistent HRF patients had ARDS, yet exhibited higher mortality and biomarkers than resolving HRF regardless of whether they qualified for ARDS. CONCLUSION: Patients with persistent HRF are common and have higher mortality and elevated circulating markers of lung injury compared to resolving HRF, and yet only a subset are captured by ARDS definitions. Persistent HRF may represent a clinically important, inclusive target for future therapeutic trials in HRF. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-021-03755-7. BioMed Central 2021-09-15 /pmc/articles/PMC8442814/ /pubmed/34526076 http://dx.doi.org/10.1186/s13054-021-03755-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sathe, Neha A. Zelnick, Leila R. Mikacenic, Carmen Morrell, Eric D. Bhatraju, Pavan K. McNeil, J. Brennan Kosamo, Susanna Hough, Catherine L. Liles, W. Conrad Ware, Lorraine B. Wurfel, Mark M. Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title | Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title_full | Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title_fullStr | Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title_full_unstemmed | Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title_short | Identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
title_sort | identification of persistent and resolving subphenotypes of acute hypoxemic respiratory failure in two independent cohorts |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442814/ https://www.ncbi.nlm.nih.gov/pubmed/34526076 http://dx.doi.org/10.1186/s13054-021-03755-7 |
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