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Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit

Children with life-threatening asthma exacerbations who are admitted to a pediatric intensive care unit (PICU) are a heterogeneous group with poorly studied inflammatory features. We hypothesized that distinct clusters of children with asthma in a PICU would be identified based on differences in pla...

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Autores principales: Cottrill, Kirsten A., Rad, Milad G., Ripple, Michael J., Stephenson, Susan T., Mohammad, Ahmad F., Tidwell, Mallory, Kamaleswaran, Rishikesan, Fitzpatrick, Anne M., Grunwell, Jocelyn R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978291/
https://www.ncbi.nlm.nih.gov/pubmed/36864187
http://dx.doi.org/10.1038/s41598-023-30679-9
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author Cottrill, Kirsten A.
Rad, Milad G.
Ripple, Michael J.
Stephenson, Susan T.
Mohammad, Ahmad F.
Tidwell, Mallory
Kamaleswaran, Rishikesan
Fitzpatrick, Anne M.
Grunwell, Jocelyn R.
author_facet Cottrill, Kirsten A.
Rad, Milad G.
Ripple, Michael J.
Stephenson, Susan T.
Mohammad, Ahmad F.
Tidwell, Mallory
Kamaleswaran, Rishikesan
Fitzpatrick, Anne M.
Grunwell, Jocelyn R.
author_sort Cottrill, Kirsten A.
collection PubMed
description Children with life-threatening asthma exacerbations who are admitted to a pediatric intensive care unit (PICU) are a heterogeneous group with poorly studied inflammatory features. We hypothesized that distinct clusters of children with asthma in a PICU would be identified based on differences in plasma cytokine levels and that these clusters would have differing underlying inflammation and asthma outcomes within 1 year. Plasma cytokines and differential gene expression were measured in neutrophils isolated from children admitted to a PICU for asthma. Participants were clustered by differential plasma cytokine abundance. Gene expression differences were compared by cluster and pathway over-representation analysis was performed. We identified two clusters in 69 children with no clinical differences. Cluster 1 (n = 41) had higher cytokines compared to Cluster 2 (n = 28). Cluster 2 had a hazard ratio of 2.71 (95% CI 1.11–6.64) compared to Cluster 1 for time to subsequent exacerbation. Gene expression pathways that differed by cluster included interleukin-10 signaling; nucleotide-binding domain, leucine rich repeat containing receptor (NLR signaling); and toll-like receptor (TLR) signaling. These observations suggest that a subset of children may have a unique pattern of inflammation during PICU hospitalization that might require alternative treatment approaches.
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spelling pubmed-99782912023-03-02 Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit Cottrill, Kirsten A. Rad, Milad G. Ripple, Michael J. Stephenson, Susan T. Mohammad, Ahmad F. Tidwell, Mallory Kamaleswaran, Rishikesan Fitzpatrick, Anne M. Grunwell, Jocelyn R. Sci Rep Article Children with life-threatening asthma exacerbations who are admitted to a pediatric intensive care unit (PICU) are a heterogeneous group with poorly studied inflammatory features. We hypothesized that distinct clusters of children with asthma in a PICU would be identified based on differences in plasma cytokine levels and that these clusters would have differing underlying inflammation and asthma outcomes within 1 year. Plasma cytokines and differential gene expression were measured in neutrophils isolated from children admitted to a PICU for asthma. Participants were clustered by differential plasma cytokine abundance. Gene expression differences were compared by cluster and pathway over-representation analysis was performed. We identified two clusters in 69 children with no clinical differences. Cluster 1 (n = 41) had higher cytokines compared to Cluster 2 (n = 28). Cluster 2 had a hazard ratio of 2.71 (95% CI 1.11–6.64) compared to Cluster 1 for time to subsequent exacerbation. Gene expression pathways that differed by cluster included interleukin-10 signaling; nucleotide-binding domain, leucine rich repeat containing receptor (NLR signaling); and toll-like receptor (TLR) signaling. These observations suggest that a subset of children may have a unique pattern of inflammation during PICU hospitalization that might require alternative treatment approaches. Nature Publishing Group UK 2023-03-02 /pmc/articles/PMC9978291/ /pubmed/36864187 http://dx.doi.org/10.1038/s41598-023-30679-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Cottrill, Kirsten A.
Rad, Milad G.
Ripple, Michael J.
Stephenson, Susan T.
Mohammad, Ahmad F.
Tidwell, Mallory
Kamaleswaran, Rishikesan
Fitzpatrick, Anne M.
Grunwell, Jocelyn R.
Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title_full Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title_fullStr Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title_full_unstemmed Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title_short Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
title_sort cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978291/
https://www.ncbi.nlm.nih.gov/pubmed/36864187
http://dx.doi.org/10.1038/s41598-023-30679-9
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