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Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk
BACKGROUND: Bronchiolitis is a leading cause of infant hospitalization. Recent research suggests the heterogeneity within bronchiolitis and the relationship of airway viruses and bacteria with bronchiolitis severity. However, little is known about the pathobiological role of fungi. We aimed to ident...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415709/ https://www.ncbi.nlm.nih.gov/pubmed/37536062 http://dx.doi.org/10.1016/j.ebiom.2023.104742 |
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author | Shibata, Ryohei Zhu, Zhaozhong Kyo, Michihito Ooka, Tadao Freishtat, Robert J. Mansbach, Jonathan M. Pérez-Losada, Marcos Camargo, Carlos A. Hasegawa, Kohei |
author_facet | Shibata, Ryohei Zhu, Zhaozhong Kyo, Michihito Ooka, Tadao Freishtat, Robert J. Mansbach, Jonathan M. Pérez-Losada, Marcos Camargo, Carlos A. Hasegawa, Kohei |
author_sort | Shibata, Ryohei |
collection | PubMed |
description | BACKGROUND: Bronchiolitis is a leading cause of infant hospitalization. Recent research suggests the heterogeneity within bronchiolitis and the relationship of airway viruses and bacteria with bronchiolitis severity. However, little is known about the pathobiological role of fungi. We aimed to identify bronchiolitis mycotypes by integrating fungus and virus data, and determine their association with bronchiolitis severity and biological characteristics. METHODS: In a multicentre prospective cohort study of 398 infants (age <1 year, male 59%) hospitalized for bronchiolitis, we applied clustering approaches to identify mycotypes by integrating nasopharyngeal fungus (detected in RNA-sequencing data) and virus data (respiratory syncytial virus [RSV], rhinovirus [RV]) at hospitalization. We examined their association with bronchiolitis severity—defined by positive pressure ventilation (PPV) use and biological characteristics by nasopharyngeal metatranscriptome and transcriptome data. RESULTS: In infants hospitalized for bronchiolitis, we identified four mycotypes: A) fungi(M.restricta)virus(RSV/RV), B) fungi(M.restricta)virus(RSV), C) fungi(M.globosa)virus(RSV/RV), D) fungi(not-detected)virus(RSV/RV) mycotypes. Compared to mycotype A infants (the largest subtype, n = 211), mycotype C infants (n = 85) had a significantly lower risk of PPV use (7% vs. 1%, adjOR, 0.21; 95% CI, 0.02–0.90; p = 0.033), while the risk of PPV use was not significantly different in mycotype B or D. In the metatranscriptome and transcriptome data, mycotype C had similar bacterial composition and microbial functions yet dysregulated pathways (e.g., Fc [Formula: see text] receptor-mediated phagocytosis pathway and chemokine signaling pathway; FDR <0.05). INTERPRETATION: In this multicentre cohort, fungus-virus clustering identified distinct mycotypes of infant bronchiolitis with differential severity risks and unique biological characteristics. FUNDING: This study was supported by the 10.13039/100000002National Institutes of Health. |
format | Online Article Text |
id | pubmed-10415709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104157092023-08-12 Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk Shibata, Ryohei Zhu, Zhaozhong Kyo, Michihito Ooka, Tadao Freishtat, Robert J. Mansbach, Jonathan M. Pérez-Losada, Marcos Camargo, Carlos A. Hasegawa, Kohei eBioMedicine Articles BACKGROUND: Bronchiolitis is a leading cause of infant hospitalization. Recent research suggests the heterogeneity within bronchiolitis and the relationship of airway viruses and bacteria with bronchiolitis severity. However, little is known about the pathobiological role of fungi. We aimed to identify bronchiolitis mycotypes by integrating fungus and virus data, and determine their association with bronchiolitis severity and biological characteristics. METHODS: In a multicentre prospective cohort study of 398 infants (age <1 year, male 59%) hospitalized for bronchiolitis, we applied clustering approaches to identify mycotypes by integrating nasopharyngeal fungus (detected in RNA-sequencing data) and virus data (respiratory syncytial virus [RSV], rhinovirus [RV]) at hospitalization. We examined their association with bronchiolitis severity—defined by positive pressure ventilation (PPV) use and biological characteristics by nasopharyngeal metatranscriptome and transcriptome data. RESULTS: In infants hospitalized for bronchiolitis, we identified four mycotypes: A) fungi(M.restricta)virus(RSV/RV), B) fungi(M.restricta)virus(RSV), C) fungi(M.globosa)virus(RSV/RV), D) fungi(not-detected)virus(RSV/RV) mycotypes. Compared to mycotype A infants (the largest subtype, n = 211), mycotype C infants (n = 85) had a significantly lower risk of PPV use (7% vs. 1%, adjOR, 0.21; 95% CI, 0.02–0.90; p = 0.033), while the risk of PPV use was not significantly different in mycotype B or D. In the metatranscriptome and transcriptome data, mycotype C had similar bacterial composition and microbial functions yet dysregulated pathways (e.g., Fc [Formula: see text] receptor-mediated phagocytosis pathway and chemokine signaling pathway; FDR <0.05). INTERPRETATION: In this multicentre cohort, fungus-virus clustering identified distinct mycotypes of infant bronchiolitis with differential severity risks and unique biological characteristics. FUNDING: This study was supported by the 10.13039/100000002National Institutes of Health. Elsevier 2023-08-01 /pmc/articles/PMC10415709/ /pubmed/37536062 http://dx.doi.org/10.1016/j.ebiom.2023.104742 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Articles Shibata, Ryohei Zhu, Zhaozhong Kyo, Michihito Ooka, Tadao Freishtat, Robert J. Mansbach, Jonathan M. Pérez-Losada, Marcos Camargo, Carlos A. Hasegawa, Kohei Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title | Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title_full | Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title_fullStr | Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title_full_unstemmed | Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title_short | Nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
title_sort | nasopharyngeal fungal subtypes of infant bronchiolitis and disease severity risk |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415709/ https://www.ncbi.nlm.nih.gov/pubmed/37536062 http://dx.doi.org/10.1016/j.ebiom.2023.104742 |
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