ST002235 Application of Artificial Intelligence to Plasma Metabolomics Profiles to Predict Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer
List of human metabolic pathways and metabolites

Pathway name (# of metabolites detected in this study)HMDB pathwayKEGG pathway
Alanine Metabolism (1) SMP00055 map00250
Amino Sugar Metabolism (2) SMP00045 map00520
Ammonia Recycling (3) SMP00009 map00910
Arachidonic Acid Metabolism (2) SMP00075 map00590
Arginine and Proline Metabolism (3) SMP00020 map00330
Aspartate Metabolism (3) SMP00067 map00250
Beta-Alanine Metabolism (2) SMP00007 map00410
Betaine Metabolism (1) SMP00123 map00260
Beta Oxidation of Very Long Chain Fatty Acids (1) SMP00052 map01040
Caffeine Metabolism (1) SMP00028 map00232
Cysteine Metabolism (1) SMP00013 map00270
Fatty Acid Biosynthesis (1) SMP00456 -
Fatty acid Metabolism (1) SMP00051 map00071
Folate Metabolism (1) SMP00053 map00670
Galactose Metabolism (1) SMP00043 map00052
Gluconeogenesis (1) SMP00128 map00010
Glucose-Alanine Cycle (2) SMP00127 -
Glutamate Metabolism (2) SMP00072 map00250
Glutathione Metabolism (1) SMP00015 map00480
Glycerolipid Metabolism (1) SMP00039 map00561
Glycine and Serine Metabolism (2) SMP00004 map00260
Glycolysis (1) SMP00040 map00010
Histidine Metabolism (2) SMP00044 map00340
Lactose Degradation (1) SMP00457 -
Lactose Synthesis (1) SMP00444 -
Lysine Degradation (1) SMP00037 map00310
Malate-Aspartate Shuttle (1) SMP00129 -
Methionine Metabolism (1) SMP00033 map00270
Mitochondrial Beta-Oxidation of Medium Chain Saturated Fatty Acids (1) SMP00481 -
Nicotinate and Nicotinamide Metabolism (2) SMP00048 map00760
Phenylacetate Metabolism (2) SMP00126 map00360
Phenylalanine and Tyrosine Metabolism (1) SMP00008 map00360
Phospholipid Biosynthesis (9) SMP00025 map00564
Propanoate Metabolism (1) SMP00016 map00640
Purine Metabolism (3) SMP00050 map00230
Pyrimidine Metabolism (1) SMP00046 map00240
Sphingolipid Metabolism (1) SMP00034 map00600
Steroidogenesis (1) SMP00130 map00140
Transfer of Acetyl Groups into Mitochondria (1) SMP00466 -
Tryptophan Metabolism (2) SMP00063 map00380
Tyrosine Metabolism (1) SMP00006 map00350
Urea Cycle (3) SMP00059 map00330
Valine, Leucine and Isoleucine Degradation (1) SMP00032 map00280
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