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Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis
Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus-associated pneumonia and acute respiratory distress syndrome (ARDS) were often associated with hyperinflammation and elevation of several serum inflammatory markers but usually less than what is observed in non-coronaviru...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Thieme Medical and Scientific Publishers Pvt. Ltd.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539064/ https://www.ncbi.nlm.nih.gov/pubmed/37780871 http://dx.doi.org/10.1055/s-0043-1768952 |
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author | Nair, Parvathy R. Girish, Kavitha Mini, Gouri Khan, Tazeen Haritha, Damarla Sanyal, Koninica Bhattacharjee, Sulagna Baidya, Dalim K. Ray, Bikash R. Anand, Rahul K. Datta, Sudip K. Soneja, Manish Subramaniam, Rajeshwari Maitra, Souvik |
author_facet | Nair, Parvathy R. Girish, Kavitha Mini, Gouri Khan, Tazeen Haritha, Damarla Sanyal, Koninica Bhattacharjee, Sulagna Baidya, Dalim K. Ray, Bikash R. Anand, Rahul K. Datta, Sudip K. Soneja, Manish Subramaniam, Rajeshwari Maitra, Souvik |
author_sort | Nair, Parvathy R. |
collection | PubMed |
description | Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus-associated pneumonia and acute respiratory distress syndrome (ARDS) were often associated with hyperinflammation and elevation of several serum inflammatory markers but usually less than what is observed in non-coronavirus disease (COVID) ARDS. Elevated inflammatory markers such as C-reactive protein, interleukin (IL)-6, etc., are associated with severe infection. This study identified subphenotypes of COVID-19 ARDS patients by latent profile analysis in a cohort of Indian patients. Methods Data of n = 233 adult Indian patients with laboratory-confirmed SARS-CoV-2 infection admitted to a tertiary care teaching hospital were analyzed in this retrospective study. Only patients with acute respiratory failure (defined by partial pressure of oxygen/fraction of inspired oxygen ratio < 200 mm Hg) and chest X-ray showing bilateral infiltrates were included. Results The patients' mean (standard deviation) age was 53.3 (14.9) years, and 62% were male. A two subphenotypic model was formulated based on the lowest Bayesian information criterion. Neutrophil-to-lymphocyte ratio and serum IL-6 were latent variables in that model (entropy 0.91). The second phenotype (hyperinflammatory) had lower platelet count ( p = 0.02), higher serum creatinine ( p = 0.004), higher C-reactive protein ( p = 0.001), higher ferritin ( p < 0.001), and serum lactate dehydrogenase ( p = 0.009). Age-adjusted hospital mortality ( p = 0.007), duration of hospital stay ( p < 0.001), and duration of intensive care unit stay ( p < 0.001) were significantly higher in the second subphenotype. Conclusion Two distinct but overlapping subphenotypes were identified in SARS-CoV-2-associated respiratory failure. Hyperinflammatory subphenotype was associated with significantly poor short-term outcomes. |
format | Online Article Text |
id | pubmed-10539064 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Thieme Medical and Scientific Publishers Pvt. Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105390642023-09-29 Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis Nair, Parvathy R. Girish, Kavitha Mini, Gouri Khan, Tazeen Haritha, Damarla Sanyal, Koninica Bhattacharjee, Sulagna Baidya, Dalim K. Ray, Bikash R. Anand, Rahul K. Datta, Sudip K. Soneja, Manish Subramaniam, Rajeshwari Maitra, Souvik J Lab Physicians Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus-associated pneumonia and acute respiratory distress syndrome (ARDS) were often associated with hyperinflammation and elevation of several serum inflammatory markers but usually less than what is observed in non-coronavirus disease (COVID) ARDS. Elevated inflammatory markers such as C-reactive protein, interleukin (IL)-6, etc., are associated with severe infection. This study identified subphenotypes of COVID-19 ARDS patients by latent profile analysis in a cohort of Indian patients. Methods Data of n = 233 adult Indian patients with laboratory-confirmed SARS-CoV-2 infection admitted to a tertiary care teaching hospital were analyzed in this retrospective study. Only patients with acute respiratory failure (defined by partial pressure of oxygen/fraction of inspired oxygen ratio < 200 mm Hg) and chest X-ray showing bilateral infiltrates were included. Results The patients' mean (standard deviation) age was 53.3 (14.9) years, and 62% were male. A two subphenotypic model was formulated based on the lowest Bayesian information criterion. Neutrophil-to-lymphocyte ratio and serum IL-6 were latent variables in that model (entropy 0.91). The second phenotype (hyperinflammatory) had lower platelet count ( p = 0.02), higher serum creatinine ( p = 0.004), higher C-reactive protein ( p = 0.001), higher ferritin ( p < 0.001), and serum lactate dehydrogenase ( p = 0.009). Age-adjusted hospital mortality ( p = 0.007), duration of hospital stay ( p < 0.001), and duration of intensive care unit stay ( p < 0.001) were significantly higher in the second subphenotype. Conclusion Two distinct but overlapping subphenotypes were identified in SARS-CoV-2-associated respiratory failure. Hyperinflammatory subphenotype was associated with significantly poor short-term outcomes. Thieme Medical and Scientific Publishers Pvt. Ltd. 2023-07-03 /pmc/articles/PMC10539064/ /pubmed/37780871 http://dx.doi.org/10.1055/s-0043-1768952 Text en The Indian Association of Laboratory Physicians. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. ( https://creativecommons.org/licenses/by-nc-nd/4.0/ ) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited. |
spellingShingle | Nair, Parvathy R. Girish, Kavitha Mini, Gouri Khan, Tazeen Haritha, Damarla Sanyal, Koninica Bhattacharjee, Sulagna Baidya, Dalim K. Ray, Bikash R. Anand, Rahul K. Datta, Sudip K. Soneja, Manish Subramaniam, Rajeshwari Maitra, Souvik Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title | Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title_full | Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title_fullStr | Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title_full_unstemmed | Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title_short | Subphenotypes of SARS-CoV-2-Associated ARDS Overlap Each Other: A Retrospective Analysis |
title_sort | subphenotypes of sars-cov-2-associated ards overlap each other: a retrospective analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539064/ https://www.ncbi.nlm.nih.gov/pubmed/37780871 http://dx.doi.org/10.1055/s-0043-1768952 |
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