Table 2

VOCs included in the diagnostic model for GC-MS-1 for culture positivity

VOC IDSuspected originMSI levelAbundanceLoadings
FormaldehydeEndogenous2↑*−0.330.14
TetrahydrofuranUnknown2−0.280.41
3-methylheptaneEndogenous20.05−0.69
Branched alkaneUnknown3↑*−0.38−0.10
DimethylsulfideEndogenous2↑*−0.330.31
6-methyl-5-hepten-2-oneEndogenous2−0.31−0.22
Branched alkaneUnknown2−0.31−0.35
2,2,4,4-tetramethyloctaneUnknown2↑*−0.34−0.20
EnfluraneExogenous2−0.310.08
2,2-dimethyldecaneEndogenous2↑*−0.39−0.10
  • Abundance of the compound was either increased (↑) or decreased (↓) in the breath of patients with positive cultures. Loadings show the loading factors to the two projected components in the SPLS-DA model.

  • *Also significant in univariate modelling shown in Volcano plot. Endogenous indicates that a molecule likely originates from host or from bacteria. Exogenous indicates that a molecule is likely to come from the environment and thus is a false discovery. Unknown indicates that no clear link with either pathophysiological process is known.

  • GC-MS, gas chromatography-mass spectrometry; ID, identity; MSI, Metabolomics Standards Initiative; SPLS-DA, sparse partial least squares-discriminant analysis; VOCs, volatile organic compounds.