Table 3.
Metabolite(s) | PPM | HMDB ID | CSM6 Abundance | All Available Samples CSM0 (n = 26) vs. CSM6 (n = 19) |
Paired Samples CSM0 (n = 11) vs. CSM6 (n = 11) |
All Available Samples MTA6 (n = 24) vs. CSM6 (n = 19) |
||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
log2FC | p.adj | VIP | log2FC | p.adj | VIP | log2FC | p.adj | VIP | ||||
N-phenylacetyl-glycine | 7.366 | 0000821 | ↑ | 1.81 | <0.001 | 4.87 | 2.38 | 0.007 | 4.21 | 1.37 | 0.01 | 5.47 |
Glutamine + glutamate | 2.098 | 0000641 + 0000148 | ↑ | 1.11 | 0.001 | 11.77 | 1.41 | 0.007 | 11.83 | 0.81 | 0.02 | 9.19 |
Glycerol-3-phosphate + ethanol | 3.659 | 0000126 + 0000108 | ↑ | 1.25 | 0.002 | 17.89 | 1.57 | 0.02 | 32.48 | 0.83 | 0.04 | 31.21 |
Glutamine | 2.143 | 0000641 | ↑ | 1.13 | 0.002 | 21.00 | 1.16 | 0.03 | 79.40 | 0.97 | 0.02 | 20.05 |
Arginine | 1.948 | 0000517 | ↑ | 1.32 | 0.004 | 22.27 | 1.59 | 0.02 | 37.72 | 1.10 | 0.02 | 13.85 |
Not annotated + S-sulfocysteine + pyroglutamate | 4.185 | N/A + 0000731 + 0000267 | ↑ | 1.02 | 0.003 | 22.28 | 1.37 | 0.02 | 46.82 | 0.82 | 0.02 | 14.72 |
4-aminobutyrate | 2.287 | 0000112 | ↑ | 1.73 | 0.007 | 26.15 | 2.19 | 0.04 | 66.71 | 1.45 | 0.03 | 18.26 |
Trimethylamine N-oxide | 3.278 | 0000925 | ↑ | 1.38 | 0.003 | 33.63 | 1.78 | 0.02 | 43.75 | 0.94 | 0.04 | 35.38 |
Glucose | 5.348 | 0000122 | ↓ | −0.69 | 0.03 | 34.48 | −0.61 | 0.28 | 231.23 | -0.86 | 0.03 | 20.34 |
Valine | 1.052 | 0000883 | ↓ | −0.47 | 0.003 | 36.53 | −0.59 | 0.03 | 67.48 | −0.47 | 0.04 | 43.10 |
Methylguanidine | 2.836 | 0001522 | ↑ | 0.64 | 0.005 | 45.90 | 1.02 | 0.02 | 43.52 | 0.31 | 0.39 | 292.93 |
Phenylalanine | 7.394 | 0000159 | ↓ | −1.74 | 0.01 | 78.94 | −3.10 | 0.02 | 41.33 | −1.86 | 0.05 | 59.63 |
Urea + xanthosine | 5.861 | 0000294 + 0000299 | ↑ | 0.45 | 0.04 | 88.00 | 0.86 | 0.02 | 38.63 | 0.09 | 0.67 | N/A |
1 CSM0, baseline samples from CSM group; CSM6, month 6 samples from CSM group; HMDB, Human Metabolome Database; log2FC, log2 fold change; MTA6, month 6 samples from MTA group; N/A, not applicable; p.adj, adjusted p-value (Benjamini–Hochberg multiplicity correction); PLS, partial least squares; PPM, parts per million chemical shift relative to TSP-d4; VIP, variable importance in projection. 2 Log2 fold change values and adjusted p-values (Benjamini–Hochberg) were obtained from univariate testing of between-group differences in urinary 1H-NMR peak intensity by unpaired t-tests. Log2 fold change values and adjusted p-values derived from univariate testing of the CSM0 vs. CSM6 (all available samples) and MTA6 vs. CSM6 (all available samples) comparisons are also outlined in the volcano plots in Figure 3, panels C and D. Variable importance in projection (VIP) values were obtained from multivariate PLS classification models for between-group comparisons. 3 Where multiple metabolites are present in a given peak, metabolites are listed in order of relative abundance in the peak, with the most abundant metabolite listed first.