Acute wheeze-specific gene module shows correlation with vitamin D and asthma medication
- 16 October 2019
- journal article
- research article
- Published by European Respiratory Society (ERS) in European Respiratory Journal
- Vol. 55 (1) , 1901330
Abstract
Background: Airway obstruction and wheezing in preschool children with recurrent viral infections are a major clinical problem, and are recognised as a risk factor for the development of chronic asthma. We aimed to analyse whether gene expression profiling provides evidence for pathways that delineate distinct groups of children with wheeze, and in combination with clinical information could contribute to diagnosis and prognosis of disease development.Methods: We analysed leukocyte transcriptomes from preschool children (6 months–3 years) at acute wheeze (n=107), and at a revisit 2–3 months later, comparing them to age-matched healthy controls (n=66). RNA-sequencing applying GlobinLock was used. The cases were followed clinically until age 7 years. Differential expression tests, weighted correlation network analysis and logistic regression were applied and correlations to 76 clinical traits evaluated.Findings: Significant enrichment of genes involved in the innate immune responses was observed in children with wheeze. We identified a unique acute wheeze-specific gene-module, which was associated with vitamin D levels (p1%/FVC (forced expiratory volume in 1 s/forced vital capacity) ratio several years later, at age 7 years (p<0.005). A model that predicts leukotriene receptor antagonist medication at 7 years of age with high accuracy was developed (area under the curve 0.815, 95% CI 0.668–0.962).Interpretation: Gene expression profiles in blood from preschool wheezers predict asthma symptoms at school age, and therefore serve as biomarkers. The acute wheeze-specific gene module suggests that molecular phenotyping in combination with clinical information already at an early episode of wheeze may help to distinguish children who will outgrow their wheeze from those who will develop chronic asthma.Keywords
Funding Information
- Vetenskapsrådet
- Hjärt-Lungfonden
- Sigrid Juséliuksen Säätiö
- Knut och Alice Wallenbergs Stiftelse
This publication has 44 references indexed in Scilit:
- SAMstrt: statistical test for differential expression in single-cell transcriptome with spike-in normalizationBioinformatics, 2013
- Asthma symptoms and nasal congestion as independent risk factors for insomnia in a general population: results from the GA2LEN surveyAllergy, 2012
- Finding consistent patterns: A nonparametric approach for identifying differential expression in RNA-Seq dataStatistical Methods in Medical Research, 2011
- Vitamin D Is Required for IFN-γ–Mediated Antimicrobial Activity of Human MacrophagesScience Translational Medicine, 2011
- Problematic severe asthma: A proposed approach to identifying children who are severely resistant to therapyPediatric Allergy and Immunology, 2010
- The ABCs of Rhinoviruses, Wheezing, and AsthmaJournal of Virology, 2010
- Systemic T-helper and T-regulatory cell type cytokine responses in rhinovirus vs. respiratory syncytial virus induced early wheezing: an observational studyRespiratory Research, 2009
- WGCNA: an R package for weighted correlation network analysisBMC Bioinformatics, 2008
- Wheezing Rhinovirus Illnesses in Early Life Predict Asthma Development in High-Risk ChildrenAmerican Journal of Respiratory and Critical Care Medicine, 2008
- Asthmatic bronchial epithelial cells have a deficient innate immune response to infection with rhinovirusJournal of Experimental Medicine, 2005