title: Volatile organic compounds in breath as markers of lung cancer: a cross-sectional study.
abstract: BACKGROUND
  Many volatile organic compounds (VOCs), principally alkanes and benzene derivatives, have been identified in breath from patients with lung cancer. We investigated whether a combination of VOCs could identify such patients.
  
  
  METHODS
  We collected breath samples from 108 patients with an abnormal chest radiograph who were scheduled for bronchoscopy. The samples were collected with a portable apparatus, then assayed by gas chromatography and mass spectroscopy. The alveolar gradient of each breath VOC, the difference between the amount in breath and in air, was calculated. Forward stepwise discriminant analysis was used to identify VOCs that discriminated between patients with and without lung cancer.
  
  
  RESULTS
  Lung cancer was confirmed histologically in 60 patients. A combination of 22 breath VOCs, predominantly alkanes, alkane derivatives, and benzene derivatives, discriminated between patients with and without lung cancer, regardless of stage (all p<0.0003). For stage 1 lung cancer, the 22 VOCs had 100% sensitivity and 81.3% specificity. Cross-validation of the combination correctly predicted the diagnosis in 71.7% patients with lung cancer and 66.7% of those without lung cancer.
  
  
  CONCLUSIONS
  In patients with an abnormal chest radiograph, a combination of 22 VOCs in breath samples distinguished between patients with and without lung cancer. Prospective studies are needed to confirm the usefulness of breath VOCs for detecting lung cancer in the general population.
authors.affiliation: Menssana Research Inc, Fort Lee, New Jersey, USA. menssana@bellatlantic.net
authors.forename: M
authors.initials: M
authors.lastname: Phillips
authors.forename: K
authors.initials: K
authors.lastname: Gleeson
authors.forename: J M
authors.initials: JM
authors.lastname: Hughes
authors.forename: J
authors.initials: J
authors.lastname: Greenberg
authors.forename: R N
authors.initials: RN
authors.lastname: Cataneo
authors.forename: L
authors.initials: L
authors.lastname: Baker
authors.forename: W P
authors.initials: WP
authors.lastname: McVay
mesh_terms: D000368:Aged; D000473:Alkanes / Q000032:analysis; D001555:Benzene Derivatives / Q000032:analysis; D014408:Biomarkers, Tumor / Q000032:analysis*; D001944:Breath Tests; D001999:Bronchoscopy; D003430:Cross-Sectional Studies; D016002:Discriminant Analysis; D005260:Female; D008401:Gas Chromatography-Mass Spectrometry; D006801:Humans; D008175:Lung Neoplasms / Q000175:diagnosis* / Q000453:epidemiology; D008297:Male; D009367:Neoplasm Staging; D011237:Predictive Value of Tests; D012372:ROC Curve; D012680:Sensitivity and Specificity; D014481:United States / Q000453:epidemiology
chemical_list: D000473:Alkanes; D001555:Benzene Derivatives; D014408:Biomarkers, Tumor