Proteomics endotyping of infants with severe bronchiolitis and risk of childhood asthma
Background Bronchiolitis is the leading cause of hospitalization in U.S. infants and a major risk factor for childhood asthma. Growing evidence supports clinical heterogeneity within bronchiolitis. We aimed to identify endotypes of infant bronchiolitis by integrating clinical, virus, and serum prote...
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Veröffentlicht in: | Allergy (Copenhagen) 2022-11, Vol.77 (11), p.3350-3361 |
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Sprache: | eng |
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Zusammenfassung: | Background
Bronchiolitis is the leading cause of hospitalization in U.S. infants and a major risk factor for childhood asthma. Growing evidence supports clinical heterogeneity within bronchiolitis. We aimed to identify endotypes of infant bronchiolitis by integrating clinical, virus, and serum proteome data, and examine their relationships with asthma development.
Methods
This is a multicenter prospective cohort study of infants hospitalized for physician‐diagnosis of bronchiolitis. We identified bronchiolitis endotypes by applying unsupervised machine learning (clustering) approaches to integrated clinical, virus (respiratory syncytial virus [RSV], rhinovirus [RV]), and serum proteome data measured at hospitalization. We then examined their longitudinal association with the risk for developing asthma by age 6 years.
Results
In 140 infants hospitalized with bronchiolitis, we identified three endotypes: (1) clinicalatopicvirusRVproteomeNFκB‐dysregulated, (2) clinicalnon‐atopicvirusRSV/RVproteomeTNF‐dysregulated, and (3) clinicalclassicvirusRSVproteomeNFκB/TNF‐regulated endotypes. Endotype 1 infants were characterized by high proportion of IgE sensitization and RV infection. These endotype 1 infants also had dysregulated NFκB pathways (FDR |
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ISSN: | 0105-4538 1398-9995 |
DOI: | 10.1111/all.15390 |