Table 2.
Human Metabolome Database identifiers (HMDB ID), multivariate data analysis (variable influence on projection (VIP) scores, false discovery rate (FDR) adjusted p-value), fold changes and pairwise univariate (ANOVA/Kruskal Wallis test) values are provided for the 11 significantly altered metabolites common to ACO vs. asthma and ACO vs. COPD. Pearson’s correlation coefficient (r) and their significance values (p value) depicts the association between these altered metabolites and lung function parameters, FEV1, FEV1/FVC of ACO subjects
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