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. 2024 Feb 7;14:1331215. doi: 10.3389/fonc.2024.1331215

Table 4.

Summary of biofluid metabolomic biomarkers for treatment response and prognosis prediction in cancer.

Disease Sample Metabolites Potential clinical uses Refs
Lung cancer Serum/plasma SM 42:2, SM 35:1, PC (16:0/14:0), PC (14:0/16:1), SM 38:3,
CER (d18:1/24:1)
Recurrence after surgery (35)
3-hydroxyanthranilic acid Efficacy of anti-PD-1 immunotherapy (43)
Serine, glycine, arginine, quinoline acid Efficacy of anti-PD-1 immunotherapy (155)
Esophageal squamous cell carcinoma Serum/plasma Isocitric acid, linoleic acid, citric acid, L-histidine,
3’4dihydroxyhydrocinnamic acid
Efficacy of neoadjuvant chemoradiotherapy (156)
Kynurenine, 2-piperidinone, hippuric acid, LPC (14:0) Survival (157)
Monoglyceride (20:4) isomer, 9,12-octadecadienoic acid,
L-isoleucine
Survival (149)
Pancreatic cancer Serum/plasma Succinic acid, gluconic acid, Metastasis (60)
LPC18:2, CER 36:1, CER 38:1, CER 42:2, PC 32:0, PC O-38:5, SM 42:2 Survival (67)
Urine Trigonelline, hippurate, myoinositol Survival (158)
Hepatocellular
carcinoma
Serum Formate Microvascular invasion (159)
Retinol, retinal Survival (160)
Gastric cancer Peritoneal
lavage fluid
Glyceraldehyde-3-phosphate sulfite Peritoneal metastasis (161)
Colorectal cancer Serum Diacron’s reactive oxygen metabolites, total thiol Survival (162)
Renal cell carcinoma Urine Lactic acid, glycine, succinic acid, 2-hydroxyglutarate,
kynurenic acid
Recurrence after surgery (163)
Bladder cancer Serum Dimethylamine, malonate, lactate, glutamine, histidine, valine Postoperative dynamic monitoring (164)
Taurine, glutamine, glycine, hypoxanthine Efficacy of neoadjuvant chemotherapy (165)
Ovarian cancer Plasma Kynurenine/tryptophan ratio Survival (166)
Serum Hydroxybutyric acid, maleic acid, D-dysteine, N-acetylasparagine, 3-hydroxy-2-methylpyridine-4,5-dicarboxylate, dihydroneopterinphosphate Efficacy of chemotherapy (167)
Prostate cancer Serum 1-methyladenosine, phosphatidic acid 18:0-22:0 Recurrence (168)
Osteosarcoma Serum 5-aminopentanamide, FA 18:3 + 2O Lung metastasis (21)
Diffuse Large B-Cell Lymphoma Serum/plasma Malate Survival (17)
Valine, hexadecenoic acid, pyroglutamic acid Survival (169)
Multiple myeloma Serum Cysteine, hypotaurine Efficacy of chemotherapy (170)
Ethanoic acid, xylitol Survival

SM, sphingomyelin; PC, phosphatidylcholine; CER, ceramide; PD-1, programmed cell death protein 1; LPC, lysophosphatidylcholine; FA, fatty acid.