VOC ID | Suspected origin | MSI level | Abundance | Loadings | |
Formaldehyde | Endogenous | 2 | ↑* | −0.33 | 0.14 |
Tetrahydrofuran | Unknown | 2 | ↑ | −0.28 | 0.41 |
3-methylheptane | Endogenous | 2 | ↓ | 0.05 | −0.69 |
Branched alkane | Unknown | 3 | ↑* | −0.38 | −0.10 |
Dimethylsulfide | Endogenous | 2 | ↑* | −0.33 | 0.31 |
6-methyl-5-hepten-2-one | Endogenous | 2 | ↑ | −0.31 | −0.22 |
Branched alkane | Unknown | 2 | ↑ | −0.31 | −0.35 |
2,2,4,4-tetramethyloctane | Unknown | 2 | ↑* | −0.34 | −0.20 |
Enflurane | Exogenous | 2 | ↑ | −0.31 | 0.08 |
2,2-dimethyldecane | Endogenous | 2 | ↑* | −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.