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Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study
BACKGROUND: Heterogeneity in acute respiratory distress syndrome (ARDS) has led to many statistically negative clinical trials. Etiology is considered an important source of pathogenesis heterogeneity in ARDS but previous studies have usually adopted a dichotomous classification, such as pulmonary v...
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/PMC8168042/ https://www.ncbi.nlm.nih.gov/pubmed/34059024 http://dx.doi.org/10.1186/s12890-021-01557-9 |
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author | Ruan, Sheng-Yuan Huang, Chun-Ta Chien, Ying-Chun Huang, Chun-Kai Chien, Jung-Yien Kuo, Lu-Cheng Kuo, Ping-Hung Ku, Shih-Chi Wu, Huey-Dong |
author_facet | Ruan, Sheng-Yuan Huang, Chun-Ta Chien, Ying-Chun Huang, Chun-Kai Chien, Jung-Yien Kuo, Lu-Cheng Kuo, Ping-Hung Ku, Shih-Chi Wu, Huey-Dong |
author_sort | Ruan, Sheng-Yuan |
collection | PubMed |
description | BACKGROUND: Heterogeneity in acute respiratory distress syndrome (ARDS) has led to many statistically negative clinical trials. Etiology is considered an important source of pathogenesis heterogeneity in ARDS but previous studies have usually adopted a dichotomous classification, such as pulmonary versus extrapulmonary ARDS, to evaluate it. Etiology-associated heterogeneity in ARDS remains poorly described. METHODS: In this retrospective cohort study, we described etiology-associated heterogeneity in gas exchange abnormality (PaO(2)/FiO(2) [P/F] and ventilatory ratios), hemodynamic instability, non-pulmonary organ dysfunction as measured by the Sequential Organ Failure Assessment (SOFA) score, biomarkers of inflammation and coagulation, and 30-day mortality. Linear regression was used to model the trajectory of P/F ratios over time. Wilcoxon rank-sum tests, Kruskal–Wallis rank tests and Chi-squared tests were used to compare between-etiology differences. RESULTS: From 1725 mechanically ventilated patients in the ICU, we identified 258 (15%) with ARDS. Pneumonia (48.4%) and non-pulmonary sepsis (11.6%) were the two leading causes of ARDS. Compared with pneumonia associated ARDS, extra-pulmonary sepsis associated ARDS had a greater P/F ratio recovery rate (difference = 13 mmHg/day, p = 0.01), more shock (48% versus 73%, p = 0.01), higher non-pulmonary SOFA scores (6 versus 9 points, p < 0.001), higher d-dimer levels (4.2 versus 9.7 mg/L, p = 0.02) and higher mortality (43% versus 67%, p = 0.02). In pneumonia associated ARDS, there was significant difference in proportion of shock (p = 0.005) between bacterial and non-bacterial pneumonia. CONCLUSION: This study showed that there was remarkable etiology-associated heterogeneity in ARDS. Heterogeneity was also observed within pneumonia associated ARDS when bacterial pneumonia was compared with other non-bacterial pneumonia. Future studies on ARDS should consider reporting etiology-specific data and exploring possible effect modification associated with etiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-021-01557-9. |
format | Online Article Text |
id | pubmed-8168042 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81680422021-06-02 Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study Ruan, Sheng-Yuan Huang, Chun-Ta Chien, Ying-Chun Huang, Chun-Kai Chien, Jung-Yien Kuo, Lu-Cheng Kuo, Ping-Hung Ku, Shih-Chi Wu, Huey-Dong BMC Pulm Med Research BACKGROUND: Heterogeneity in acute respiratory distress syndrome (ARDS) has led to many statistically negative clinical trials. Etiology is considered an important source of pathogenesis heterogeneity in ARDS but previous studies have usually adopted a dichotomous classification, such as pulmonary versus extrapulmonary ARDS, to evaluate it. Etiology-associated heterogeneity in ARDS remains poorly described. METHODS: In this retrospective cohort study, we described etiology-associated heterogeneity in gas exchange abnormality (PaO(2)/FiO(2) [P/F] and ventilatory ratios), hemodynamic instability, non-pulmonary organ dysfunction as measured by the Sequential Organ Failure Assessment (SOFA) score, biomarkers of inflammation and coagulation, and 30-day mortality. Linear regression was used to model the trajectory of P/F ratios over time. Wilcoxon rank-sum tests, Kruskal–Wallis rank tests and Chi-squared tests were used to compare between-etiology differences. RESULTS: From 1725 mechanically ventilated patients in the ICU, we identified 258 (15%) with ARDS. Pneumonia (48.4%) and non-pulmonary sepsis (11.6%) were the two leading causes of ARDS. Compared with pneumonia associated ARDS, extra-pulmonary sepsis associated ARDS had a greater P/F ratio recovery rate (difference = 13 mmHg/day, p = 0.01), more shock (48% versus 73%, p = 0.01), higher non-pulmonary SOFA scores (6 versus 9 points, p < 0.001), higher d-dimer levels (4.2 versus 9.7 mg/L, p = 0.02) and higher mortality (43% versus 67%, p = 0.02). In pneumonia associated ARDS, there was significant difference in proportion of shock (p = 0.005) between bacterial and non-bacterial pneumonia. CONCLUSION: This study showed that there was remarkable etiology-associated heterogeneity in ARDS. Heterogeneity was also observed within pneumonia associated ARDS when bacterial pneumonia was compared with other non-bacterial pneumonia. Future studies on ARDS should consider reporting etiology-specific data and exploring possible effect modification associated with etiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-021-01557-9. BioMed Central 2021-05-31 /pmc/articles/PMC8168042/ /pubmed/34059024 http://dx.doi.org/10.1186/s12890-021-01557-9 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 Ruan, Sheng-Yuan Huang, Chun-Ta Chien, Ying-Chun Huang, Chun-Kai Chien, Jung-Yien Kuo, Lu-Cheng Kuo, Ping-Hung Ku, Shih-Chi Wu, Huey-Dong Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title | Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title_full | Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title_fullStr | Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title_full_unstemmed | Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title_short | Etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
title_sort | etiology-associated heterogeneity in acute respiratory distress syndrome: a retrospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168042/ https://www.ncbi.nlm.nih.gov/pubmed/34059024 http://dx.doi.org/10.1186/s12890-021-01557-9 |
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