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The Use of Breath Analysis in the Management of Lung Cancer: Is It Ready for Primetime?

Rachel J KeoghJohn Charles Riches
Published in: Current oncology (Toronto, Ont.) (2022)
Breath analysis is a promising non-invasive method for the detection and management of lung cancer. Exhaled breath contains a complex mixture of volatile and non-volatile organic compounds that are produced as end-products of metabolism. Several studies have explored the patterns of these compounds and have postulated that a unique breath signature is emitted in the setting of lung cancer. Most studies have evaluated the use of gas chromatography and mass spectrometry to identify these unique breath signatures. With recent advances in the field of analytical chemistry and machine learning gaseous chemical sensing and identification devices have also been created to detect patterns of odorant molecules such as volatile organic compounds. These devices offer hope for a point-of-care test in the future. Several prospective studies have also explored the presence of specific genomic aberrations in the exhaled breath of patients with lung cancer as an alternative method for molecular analysis. Despite its potential, the use of breath analysis has largely been limited to translational research due to methodological issues, the lack of standardization or validation and the paucity of large multi-center studies. It is clear however that it offers a potentially non-invasive alternative to investigations such as tumor biopsy and blood sampling.
Keyphrases
  • mass spectrometry
  • gas chromatography
  • machine learning
  • case control
  • copy number
  • gene expression
  • high resolution
  • deep learning
  • tandem mass spectrometry
  • quantum dots
  • sensitive detection
  • fine needle aspiration