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A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children
BACKGROUND: Targeted approaches may not account for the complexity of inflammation involved in children with severe asthma (SA), highlighting the need to consider more global analyses. We aimed to identify sets of immune constituents that distinguish children with SA from disease-control subjects th...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8327906/ https://www.ncbi.nlm.nih.gov/pubmed/34349761 http://dx.doi.org/10.3389/fimmu.2021.700521 |
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author | Adel-Patient, Karine Grauso, Marta Abou-Taam, Rola Guillon, Blanche Dietrich, Céline Machavoine, François Briard, Mélanie Garcelon, Nicolas Faour, Hassan Neuraz, Antoine Delacourt, Christophe Molina, Thierry Jo Leite-de-Moraes, Maria Lezmi, Guillaume |
author_facet | Adel-Patient, Karine Grauso, Marta Abou-Taam, Rola Guillon, Blanche Dietrich, Céline Machavoine, François Briard, Mélanie Garcelon, Nicolas Faour, Hassan Neuraz, Antoine Delacourt, Christophe Molina, Thierry Jo Leite-de-Moraes, Maria Lezmi, Guillaume |
author_sort | Adel-Patient, Karine |
collection | PubMed |
description | BACKGROUND: Targeted approaches may not account for the complexity of inflammation involved in children with severe asthma (SA), highlighting the need to consider more global analyses. We aimed to identify sets of immune constituents that distinguish children with SA from disease-control subjects through a comprehensive analysis of cells and immune constituents measured in bronchoalveolar lavage (BAL) and blood. METHODS: Twenty children with SA and 10 age-matched control subjects with chronic respiratory disorders other than asthma were included. Paired blood and BAL samples were collected and analyzed for a large set of cellular (eosinophils, neutrophils, and subsets of lymphocytes and innate lymphoid cells) and soluble (chemokines, cytokines, and total antibodies) immune constituents. First, correlations of all immune constituents between BAL and blood and with demographic and clinical data were assessed (Spearman correlations). Then, all data were modelled using supervised multivariate analyses (partial least squares discriminant analysis, PLS-DA) to identify immune constituents that significantly discriminate between SA and control subjects. Univariate analyses were performed (Mann-Whitney tests) and then PLS-DA and univariate analyses were combined to identify the most discriminative and significant constituents. RESULTS: Concentrations of soluble immune constituents poorly correlated between BAL and blood. Certain constituents correlated with age or body mass index and, in asthmatics, with clinical symptoms, such as the number of exacerbations in the previous year, asthma control test score, or forced expiratory volume. Multivariate supervised analysis allowed construction of a model capable of distinguishing children with SA from control subjects with 80% specificity and 100% sensitivity. All immune constituents contributed to the model but some, identified by variable-important-in-projection values > 1 and p < 0.1, contributed more strongly, including BAL Th1 and Th2 cells and eosinophilia, CCL26 (Eotaxin 3), IgA and IL-19 concentrations in blood. Blood concentrations of IL-26, CCL13, APRIL, and Pentraxin-3 may also help in the characterization of SA. CONCLUSIONS: The analysis of a large set of immune constituents may allow the identification of a biological immune signature of SA. Such an approach may provide new leads for delineating the pathogenesis of SA in children and identifying new targets for its diagnosis, prediction, and personalized treatment. |
format | Online Article Text |
id | pubmed-8327906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83279062021-08-03 A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children Adel-Patient, Karine Grauso, Marta Abou-Taam, Rola Guillon, Blanche Dietrich, Céline Machavoine, François Briard, Mélanie Garcelon, Nicolas Faour, Hassan Neuraz, Antoine Delacourt, Christophe Molina, Thierry Jo Leite-de-Moraes, Maria Lezmi, Guillaume Front Immunol Immunology BACKGROUND: Targeted approaches may not account for the complexity of inflammation involved in children with severe asthma (SA), highlighting the need to consider more global analyses. We aimed to identify sets of immune constituents that distinguish children with SA from disease-control subjects through a comprehensive analysis of cells and immune constituents measured in bronchoalveolar lavage (BAL) and blood. METHODS: Twenty children with SA and 10 age-matched control subjects with chronic respiratory disorders other than asthma were included. Paired blood and BAL samples were collected and analyzed for a large set of cellular (eosinophils, neutrophils, and subsets of lymphocytes and innate lymphoid cells) and soluble (chemokines, cytokines, and total antibodies) immune constituents. First, correlations of all immune constituents between BAL and blood and with demographic and clinical data were assessed (Spearman correlations). Then, all data were modelled using supervised multivariate analyses (partial least squares discriminant analysis, PLS-DA) to identify immune constituents that significantly discriminate between SA and control subjects. Univariate analyses were performed (Mann-Whitney tests) and then PLS-DA and univariate analyses were combined to identify the most discriminative and significant constituents. RESULTS: Concentrations of soluble immune constituents poorly correlated between BAL and blood. Certain constituents correlated with age or body mass index and, in asthmatics, with clinical symptoms, such as the number of exacerbations in the previous year, asthma control test score, or forced expiratory volume. Multivariate supervised analysis allowed construction of a model capable of distinguishing children with SA from control subjects with 80% specificity and 100% sensitivity. All immune constituents contributed to the model but some, identified by variable-important-in-projection values > 1 and p < 0.1, contributed more strongly, including BAL Th1 and Th2 cells and eosinophilia, CCL26 (Eotaxin 3), IgA and IL-19 concentrations in blood. Blood concentrations of IL-26, CCL13, APRIL, and Pentraxin-3 may also help in the characterization of SA. CONCLUSIONS: The analysis of a large set of immune constituents may allow the identification of a biological immune signature of SA. Such an approach may provide new leads for delineating the pathogenesis of SA in children and identifying new targets for its diagnosis, prediction, and personalized treatment. Frontiers Media S.A. 2021-07-19 /pmc/articles/PMC8327906/ /pubmed/34349761 http://dx.doi.org/10.3389/fimmu.2021.700521 Text en Copyright © 2021 Adel-Patient, Grauso, Abou-Taam, Guillon, Dietrich, Machavoine, Briard, Garcelon, Faour, Neuraz, Delacourt, Molina, Leite-de-Moraes and Lezmi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Adel-Patient, Karine Grauso, Marta Abou-Taam, Rola Guillon, Blanche Dietrich, Céline Machavoine, François Briard, Mélanie Garcelon, Nicolas Faour, Hassan Neuraz, Antoine Delacourt, Christophe Molina, Thierry Jo Leite-de-Moraes, Maria Lezmi, Guillaume A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title | A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title_full | A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title_fullStr | A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title_full_unstemmed | A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title_short | A Comprehensive Analysis of Immune Constituents in Blood and Bronchoalveolar Lavage Allows Identification of an Immune Signature of Severe Asthma in Children |
title_sort | comprehensive analysis of immune constituents in blood and bronchoalveolar lavage allows identification of an immune signature of severe asthma in children |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8327906/ https://www.ncbi.nlm.nih.gov/pubmed/34349761 http://dx.doi.org/10.3389/fimmu.2021.700521 |
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