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. 2023 Jun 14;15(12):3184. doi: 10.3390/cancers15123184

Table 2.

Fourteen lab-confirmed metabolites that comprised the enriched metabolic pathways that differentiated subtypes A and B.

Name mz rt ESI Adduct HMDB# Z-Score * A Z-Score * B p-Value **
Fatty acid biosynthesis (p = 0.004)
Acetoacetate 101.0244 25 C18- (M − H) HMDB0000060 0.53 −0.37 2.0 × 10−9
β-hydroxybutyrate 103.0401 22 C18- (M − H) HMDB0000357 0.43 −0.30 4.3 × 10−6
FA 16:0 (Palmitate) 255.2329 231 C18- (M − H) HMDB00220 0.38 −0.27 4.6 × 10−6
FA 14:0 (Myristate) 227.2016 212 C18- (M − H) HMDB00806 0.38 −0.27 7.1 × 10−6
Transfer of acetyl groups into the mitochondria (p = 0.03)
Glucose 215.0328 21 C18- (M + Cl) HMDB0000122 0.40 −0.28 3.1 × 10−6
Citric acid 191.0197 19 C18- (M − H) HMDB0000094 0.41 −0.28 7.5 × 10−6
Malic acid 133.0143 20 C18- (M − H) HMDB0000156 0.37 −0.26 7.6 × 10−6
Arginine and Proline metabolism (p = 0.06)
S-adenosylmethionine 399.1445 162 HILIC+ (M + H) HMDB0001185 0.47 −0.33 1.6 × 10−9
Proline 116.0706 87 HILIC+ (M + H) HMDB0000162 0.49 −0.35 8.3 × 10−8
Ornithine 133.0972 125 HILIC+ (M + H) HMDB0000214 0.45 −0.32 5.1 × 10−7
Citrulline 176.103 109 HILIC+ (M + H) HMDB0000904 0.40 −0.28 8.4 × 10−7
Guanidinoacetate 118.0617 89 HILIC+ (M + H) HMDB0000128 0.41 −0.29 8.8 × 10−7
Galactose metabolism (p = 0.07)
Fructose 219.0265 73 HILIC+ (M + K) HMDB0000660 0.60 −0.42 3.6 × 10−11
Galactose 203.0526 71 HILIC+ (M + Na) HMDB0000143 0.59 −0.41 3.6 × 10−11
Glucose 215.0328 21 C18- (M + Cl) HMDB0000122 0.40 −0.28 3.1 × 10−6

The mz = mass-to-charge ratio, rt = retention time, ESI = electrospray ionization method, FA = fatty acid, HMDB = human metabolome database. * Z-scores were calculated by subtracting the metabolite-specific population mean and dividing by the standard deviation. ** Wilcoxon rank sum p-values adjusted for multiple testing via the Benjamini–Hochberg method.