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Am. J. Respir. Crit. Care Med. · May 2024
Discovery and Validation of a Volatile Signature of Eosinophilic Airway Inflammation in Asthma.
- Rosa Peltrini, Rebecca L Cordell, Michael Wilde, Shahd Abuhelal, Eleanor Quek, Nazanin Zounemat-Kermani, Wadah Ibrahim, Matthew Richardson, Paul Brinkman, Florence Schleich, Pierre-Hugues Stefanuto, Hnin Aung, Neil Greening, Sven Erik Dahlen, Ratko Djukanovic, Ian M Adcock, Christopher Brightling, Paul Monks, and Salman Siddiqui.
- University of Leicester, Department of Respiratory Sciences, Leicester, United Kingdom of Great Britain and Northern Ireland.
- Am. J. Respir. Crit. Care Med. 2024 May 31.
RationaleVolatile organic compounds (VOCs) in asthmatic breath may be associated with sputum eosinophilia. We developed a volatile biomarker-signature to predict sputum eosinophilia in asthma.MethodsVOCs emitted into the space above sputum samples (headspace) from severe asthmatics (n=36) were collected onto sorbent tubes and analysed using thermal desorption gas chromatography-mass spectrometry (TD-GC-MS). Elastic net regression identified stable VOCs associated with sputum eosinophilia ≥3% and generated a volatile biomarker signature. This VOC signature was validated in breath samples from: (I) acute asthmatics according to blood eosinophilia ≥0.3x109cells/L or sputum eosinophilia of ≥ 3% in the UK EMBER consortium (n=65) and U-BIOPRED-IMI consortium (n=42). Breath samples were collected onto sorbent tubes (EMBER) or Tedlar bags (U-BIOPRED) and analysed by gas-chromatography-mass spectrometry (GC×GC-MS -EMBER or GC-MS -U-BIOPRED).Main ResultsThe in vitro headspace identified 19 VOCs associated with sputum eosinophilia and the derived VOC signature yielded good diagnostic accuracy for sputum eosinophilia ≥ 3% in headspace (AUROC (95% CI) 0.90(0.80-0.99), p<0.0001), correlated inversely with sputum eosinophil % (rs= -0.71, p<0.0001) and outperformed FeNO (AUROC (95% CI) 0.61(0.35-0.86). Analysis of exhaled breath in replication cohorts yielded a VOC signature AUROC (95% CI) for acute asthma exacerbations of 0.89(0.76-1.0) (EMBER cohort) with sputum eosinophilia and 0.90(0.75-1.0) in U-BIOPRED - again outperforming FeNO in U-BIOPRED 0.62 (0.33-0.90).ConclusionsWe have discovered and provided early-stage clinical validation of a volatile biomarker signature associated with eosinophilic airway inflammation. Further work is needed to translate our discovery using point of care clinical sensors.
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