Andreas, Nicholas J; Basu Roy, Robindra; Gomez-Romero, Maria; Horneffer-van der Sluis, Verena; Lewis, Matthew R; Camuzeaux, Stephane SM; Jiménez, Beatriz; Posma, Joram M; Tientcheu, Leopold; Egere, Uzochukwu; +4 more... Sillah, Abdou; Togun, Toyin; Holmes, Elaine; Kampmann, Beate; (2020) Performance of metabonomic serum analysis for diagnostics in paediatric tuberculosis. Scientific reports, 10 (1). 7302-. ISSN 2045-2322 DOI: https://doi.org/10.1038/s41598-020-64413-6
Permanent Identifier
Use this Digital Object Identifier when citing or linking to this resource.
Abstract
We applied a metabonomic strategy to identify host biomarkers in serum to diagnose paediatric tuberculosis (TB) disease. 112 symptomatic children with presumptive TB were recruited in The Gambia and classified as bacteriologically-confirmed TB, clinically diagnosed TB, or other diseases. Sera were analysed using 1H nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry (MS). Multivariate data analysis was used to distinguish patients with TB from other diseases. Diagnostic accuracy was evaluated using Receiver Operating Characteristic (ROC) curves. Model performance was tested in a validation cohort of 36 children from the UK. Data acquired using 1H NMR demonstrated a sensitivity, specificity and Area Under the Curve (AUC) of 69% (95% confidence interval [CI], 56-73%), 83% (95% CI, 73-93%), and 0.78 respectively, and correctly classified 20% of the validation cohort from the UK. The most discriminatory MS data showed a sensitivity of 67% (95% CI, 60-71%), specificity of 86% (95% CI, 75-93%) and an AUC of 0.78, correctly classifying 83% of the validation cohort. Amongst children with presumptive TB, metabolic profiling of sera distinguished bacteriologically-confirmed and clinical TB from other diseases. This novel approach yielded a diagnostic performance for paediatric TB comparable to that of Xpert MTB/RIF and interferon gamma release assays.
Item Type | Article |
---|---|
Faculty and Department |
Faculty of Infectious and Tropical Diseases > Dept of Clinical Research ?? #N/A ?? MRC Gambia > GM-Vaccinology Theme |
Research Centre |
TB Centre Centre for Maternal, Reproductive and Child Health (MARCH) Vaccine Centre |
PubMed ID | 32350385 |
Elements ID | 147355 |
Download
Filename: Performance of metabonomic serum analysis for diagnostics in paediatric tuberculosis.pdf
Licence: Creative Commons: Attribution 3.0
Download