Table 2.
Mean concentration, μmol/L (SD) | Welch’s t-test | ROC | AD/iNPH | Valid value | Missing value | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PubChem ID | Metabolite | AD | iNPH | P-value | AUC | Fold change | AD | iNPH | AD | iNPH | ||
752 | Glycerate | 60.61 | (30.94) | 26.23 | (6.22) | 6.E-07 | 0.88 | 2.31 | 32 | 16 | 7 | 3 |
1060 | Pyruvate | 45.22 | (13.45) | 68.34 | (12.95) | 1.E-04 | 0.89 | 0.66 | 12 | 16 | 27 | 3 |
3441 | 2-Oxoisopentanoate | 4.29 | (1.19) | 5.64 | (1.29) | 0.001 | 0.78 | 0.76 | 30 | 19 | 9 | 0 |
3568 | N-Acetylneuraminate | 16.75 | (3.89) | 13.35 | (3.2) | 0.001 | 0.76 | 1.25 | 39 | 19 | 0 | 0 |
617 | Serine | 24.63 | (3.9) | 30.12 | (6.15) | 0.002 | 0.77 | 0.82 | 39 | 19 | 0 | 0 |
273,260 | N-Acetylhistidinea | 1.19 | (0.88) | 0.88 | (0.92) | 0.002 | 0.72 | 1.36 | 39 | 19 | 0 | 0 |
8180 | Undecanoatea | 0.54 | (0.17) | 0.71 | (0.09) | 0.003 | 0.81 | 0.76 | 17 | 7 | 22 | 12 |
3,527,278 | 4-Methyl-2-oxopentanoate | 2.64 | (0.85) | 3.51 | (0.98) | 0.003 | 0.74 | 0.75 | 39 | 19 | 0 | 0 |
11,266 | 2-Hydroxybutyrate | 18.08 | (5.98) | 23.14 | (6.06) | 0.005 | 0.74 | 0.78 | 39 | 19 | 0 | 0 |
525 | Malate | 1.17 | (0.33) | 1.54 | (0.46) | 0.005 | 0.73 | 0.76 | 39 | 19 | 0 | 0 |
602 | Alanine | 32.03 | (8.53) | 42.82 | (14.42) | 0.006 | 0.77 | 0.75 | 39 | 19 | 0 | 0 |
876 | Methionine | 2.79 | (1.08) | 3.67 | (1.07) | 0.006 | 0.76 | 0.76 | 39 | 19 | 0 | 0 |
205 | Threonine | 27.56 | (6.43) | 34.81 | (9.53) | 0.006 | 0.73 | 0.79 | 39 | 19 | 0 | 0 |
232 | Arginine | 23.08 | (4.5) | 26.79 | (4.6) | 0.006 | 0.71 | 0.86 | 39 | 19 | 0 | 0 |
64,969 | 3-Methylhistidine | 1.12 | (0.88) | 1.81 | (0.92) | 0.010 | 0.79 | 0.62 | 39 | 19 | 0 | 0 |
1081 | Citramalate | 1.20 | (0.96) | 0.57 | (0.12) | 0.010 | 0.74 | 2.12 | 19 | 8 | 20 | 11 |
1175 | Urate | 20.84 | (11.36) | 30.61 | (15.74) | 0.023 | 0.73 | 0.68 | 39 | 19 | 0 | 0 |
866 | Lysine | 30.00 | (5.84) | 36.35 | (10.66) | 0.023 | 0.72 | 0.82 | 39 | 19 | 0 | 0 |
aUndecanoate and N-Acetylhistidine were excluded from further analysis
AD Alzheimer’s disease, iNPH idiopathic normal pressure hydrocephalus, AUC area under the curve, ROC receiver operator characteristic