Divergent biological pathways distinguish community-acquired pneumonia from COVID-19 despite similar plasma cytokine profiles

This case-control study provides insights into cytokine profiles related to CAP and COVID-19 pathogenesis. Although absolute circulating cytokine levels showed no significant differences between the groups, machine learning identified a model of twelve proteins that effectively distinguished the cohorts. Gene ontology and enrichment analyses also revealed distinct dysregulated pathways with differing associations with clinical variables in each cohort. These findings underscore the complexity and variability of cytokine responses in pulmonary infections.

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Publication Details

Journal
Respiratory Research
Published
2025-08-31
DOI
https://doi.org/10.1186/s12931-025-03331-5
Citations
1
Primary Topic
Pneumonia and Respiratory Infections
Type
article
Field-Weighted Citation Impact
1.35

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article

Divergent biological pathways distinguish community-acquired pneumonia from COVID-19 despite similar plasma cytokine profiles

Greg Haljan, Alastair Teale, Keith R. Walley, Julia Kong et al.
1 citations
Respiratory Research
Pneumonia and Respiratory Infections
1.35
article

Divergent biological pathways distinguish community-acquired pneumonia from COVID-19 despite similar plasma cytokine profiles

Greg Haljan, Alastair Teale, Keith R. Walley, Julia Kong, David R. Sweet, Nick Daneman, Peter Birks, Yves Cohen, Ajit K. Karna, Johann Auchabie, Gaëtan Plantefève, Karen C. Tran, Sigismond Lasocki, Matthew P. Cheng, François Lamontagne, Douglas D. Fraser, Gordon D. Wood, Daniel Ovakim, Marine Goudelin, David M. Forrest, Joel Singer, Jennifer Tsang, Séverine Ansart, Jean‐Marc Tadié, Todd C. Lee, Marie Gousseff, Vincent Dubée, Mark Daley, Guillaume Géri, Logan R. Van Nynatten, Alexis F. Turgeon, Brent W. Winston, Neil K. J. Adhikari, Pierre Leroy, J.-P. Talarmin, Julien Demiselle, Jean‐Pierre Quenot, Jean‐Paul Mira, Eddy Lebas, Ferhat Meziani, Terry Lee, James A. Russell, Pierre Asfar, John H. Boyd, P Rispal, Steve Reynolds, Robert Fowler, Roxane Courtois, David Tweddell, Boris Bienvenue
article en
1 citations

Abstract

This case-control study provides insights into cytokine profiles related to CAP and COVID-19 pathogenesis. Although absolute circulating cytokine levels showed no significant differences between the groups, machine learning identified a model of twelve proteins that effectively distinguished the cohorts. Gene ontology and enrichment analyses also revealed distinct dysregulated pathways with differing associations with clinical variables in each cohort. These findings underscore the complexity and variability of cytokine responses in pulmonary infections.

Respiratory ResearchVol. 26(1)
Western University (CA), St. Paul's Hospital (CA), Children’s Health Research Institute (CA), St. Paul's Hospital (CA)
Academic Medical Organization of Southwestern Ontario, St. Paul's Foundation, London Health Sciences Foundation, Canadian Institutes of Health Research
Zero hunger
Openalex Percentile: Top 16%
Pneumonia and Respiratory Infections
1.35
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