Urine metabolomic profiling of children with respiratory tract infections in the emergency department: a pilot study

被引:33
|
作者
Adamko, Darryl J. [1 ,2 ]
Saude, Erik [3 ]
Bear, Matthew [2 ]
Regush, Shana [1 ]
Robinson, Joan L. [1 ]
机构
[1] Univ Alberta, Dept Pediat, Edmonton, AB T6G 1C9, Canada
[2] Univ Saskatchewan, Saskatoon, SK S7N 0W8, Canada
[3] Univ Calgary, Dept Emergency Med, Calgary, AB T2N 2T9, Canada
来源
BMC INFECTIOUS DISEASES | 2016年 / 16卷
关键词
Metabolomics; Biomarkers; Bronchiolitis; Children; Respiratory syncytial virus; Bacteria; NUCLEAR-MAGNETIC-RESONANCE; CEREBROSPINAL-FLUID; EXPERIMENTAL SEPSIS; BIOMARKERS; H-1-NMR; PATHWAYS; ASTHMA; BRONCHIOLITIS; SPECTROSCOPY; PATHOGENESIS;
D O I
10.1186/s12879-016-1709-6
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: Clinicians lack objective tests to help determine the severity of bronchiolitis or to distinguish a viral from bacterial causes of respiratory distress. We hypothesized that children with respiratory syncytial virus (RSV) infection would have a different metabolomic profile compared to those with bacterial infection or healthy controls, and this might also vary with bronchiolitis severity. Methods: Clinical information and urine-based metabolomic data were collected from healthy age-matched children (n = 37) and those admitted to hospital with a proven infection (RSV n = 55; Non-RSV viral n = 16; bacterial n = 24). Nuclear magnetic resonance (NMR) measured 86 metabolites per urine sample. Partial least squares discriminant analysis (PLS-DA) was performed to create models of separation. Results: Using a combination of metabolites, a strong PLS-DA model (R-2 = 0.86, Q(2) = 0.76) was created differentiating healthy children from those with RSV infection. This model had over 90 % accuracy in classifying blinded infants with similar illness severity. Two other models differentiated length of hospitalization and viral versus bacterial infection. Conclusion: While the sample sizes remain small, this is the first report suggesting that metabolomic analysis of urine samples has the potential to become a diagnostic aid. Future studies with larger sample sizes are required to validate the utility of metabolomics in pediatric patients with respiratory distress.
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页数:11
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