Table 2.
Metabolites | HMDB ID | VIP scores | Fold change | Significance | Correlation (r) | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
(Discovery cohort) | ACO vs COPD | ACO vs Asthma | Adjusted p-value (FDR) | ACO vs COPD | ACO vs Asthma | Pairwise p-value | FEV1 | FEV1/FVC | ||||
ACO vs COPD | ACO vs Asthma | Pearson (r) | p-value | Pearson (r) | p-value | |||||||
Serine | HMDB0000187 | 1.55 | 2.79 | < 0.0001 | 0.77 | 0.75 | * | ** | 0.63 | < 0.0001 | 0.54 | 0.0008 |
Threonine | HMDB0000167 | 2.04 | 2.73 | < 0.0001 | 0.87 | 0.83 | * | *** | 0.48 | 0.0034 | 0.54 | 0.0007 |
Ethanolamine | HMDB0000149 | 1.32 | 1.55 | < 0.0001 | 0.88 | 0.83 | * | *** | 0.21 | ns | 0.30 | ns |
Glucose | HMDB0000122 | 2.58 | 2.22 | < 0.0001 | 0.76 | 0.73 | ** | *** | 0.67 | < 0.0001 | 0.72 | < 0.0001 |
Cholesterol | HMDB0000067 | 1.48 | 1.45 | < 0.0001 | 0.85 | 1.29 | * | ** | 0.59 | 0.0002 | 0.46 | 0.0059 |
2-palmitoylglycerol | HMDB0011533 | 2.46 | 1.45 | < 0.0001 | 0.75 | 1.39 | *** | ** | 0.17 | ns | 0.52 | 0.0014 |
Stearic acid | HMDB00827 | 1.49 | 1.41 | < 0.0001 | 1.18 | 0.88 | * | * | −0.26 | ns | −0.33 | ns |
Lactic acid | HMDB0000190 | 1.82 | 1.42 | < 0.0001 | 0.83 | 1.18 | ** | * | −0.35 | 0.0414 | −0.19 | ns |
Linoleic acid | HMDB0030950 | 1.52 | 1.46 | < 0.0001 | 1.35 | 0.81 | ** | ** | − 0.19 | ns | − 0.52 | 0.0014 |
D-Mannose | HMDB00169 | 1.64 | 1.54 | < 0.0001 | 0.69 | 0.64 | ** | *** | 0.49 | 0.0025 | 0.79 | < 0.0001 |
Succinic acid | HMDB00254 | 1.42 | 1.82 | < 0.0001 | 0.82 | 0.74 | * | *** | 0.59 | 0.0002 | 0.69 | < 0.0001 |
COPD- chronic obstructive pulmonary disorder, ACO- asthma COPD overlap, ns- not significant; *p ≤ 0.05; **p ≤ 0.01; ***p ≤ 0.0001