High-resolution metabolomics to identify urine biomarkers in corticosteroid-resistant asthmatic children

J Allergy Clin Immunol. 2017 May;139(5):1518-1524.e4. doi: 10.1016/j.jaci.2016.08.018. Epub 2016 Sep 19.

Abstract

Background: Corticosteroid (CS) treatment has been established as the first anti-inflammatory treatment for adults and children with asthma. However, a subset of patients fails to respond to combined systemic and inhaled CS treatment.

Objective: This study was aimed at further understanding CS resistance among children with severe asthma.

Methods: High-resolution metabolomics was performed on urine samples from CS-respondent (n = 15) and CS-nonrespondent (n = 15) children to determine possible urine biomarkers related to CS resistance. The metabolic phenotypes of CS responders and CS nonresponders were analyzed using bioinformatics including Manhattan plot with false- discovery rate, hierarchical cluster analysis, Kyoto Encyclopedia Genes and Genomes, and Mummichog pathway analysis.

Results: The 2-way hierarchical cluster analysis study determined 30 metabolites showing significantly different levels between CS responders and CS nonresponders. The important metabolites annotated were 3,6-dihydronicotinic acid (126.05 m/z, RT: 106, [M+H]+), 3-methoxy-4-hydroxyphenyl(ethylene)glycol (185.05 m/z, RT: 155, [M+H]+), 3,4-dihydroxy-phenylalanine (198.07 m/z, RT: 446, [M+H]+), γ-glutamylcysteine (236.06 m/z, RT: 528, [M+S(34)+H]+), Cys-Gly, (253.06 m/z, RT: 528, [M-NH3+H]+), and reduced Flavin mononucleotide (517.0794 m/z, RT: 533, [M+NaCl]+). Tyrosine metabolism, degradation of aromatic compounds, and glutathione metabolism are suggested to be significant pathways relating to CS resistance.

Conclusions: High-resolution metabolomics is a promising approach in asthma research. Five candidate markers were identified to be related to CS-resistant children with severe asthma. These compounds, upon validation, may contribute further in the understanding of CS resistance among children with severe asthma through the use of urine.

Keywords: LC-MS; Metabolomics; corticosteroid resistance; pediatric asthma.

MeSH terms

  • Adolescent
  • Adrenal Cortex Hormones / therapeutic use*
  • Anti-Inflammatory Agents / therapeutic use*
  • Asthma / drug therapy*
  • Asthma / urine*
  • Biomarkers / urine
  • Child
  • Chromatography, Liquid
  • Drug Resistance*
  • Female
  • Humans
  • Male
  • Mass Spectrometry
  • Metabolomics

Substances

  • Adrenal Cortex Hormones
  • Anti-Inflammatory Agents
  • Biomarkers