ST002235 Application of Artificial Intelligence to Plasma Metabolomics Profiles to Predict Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer
Limit by pathway class:
   Minimum # of metabolites per pathway:

Pathway name (# of metabolites detected in this study)HMDB pathwayKEGG pathway
Alanine Metabolism (1) SMP0000055 map00250
Amino Sugar Metabolism (2) SMP0000045 map00520
Ammonia Recycling (3) SMP0000009 map00910
Arachidonic Acid Metabolism (1) SMP0000075 map00590
Arginine and Proline Metabolism (3) SMP0000020 map00330
Aspartate Metabolism (3) SMP0000067 map00250
beta-Alanine Metabolism (2) SMP0000007 map00410
Betaine Metabolism (1) SMP0000123 map00260
Beta Oxidation of Very Long Chain Fatty Acids (1) SMP0000052 map01040
Caffeine Metabolism (1) SMP0000028 map00232
Cysteine Metabolism (1) SMP0000013 map00270
Fatty Acid Biosynthesis (1) SMP0000456 -
Fatty Acid Metabolism (1) SMP0000051 map00071
Folate Metabolism (1) SMP0000053 map00670
Fructose and Mannose Degradation (1) SMP0000064 map00051
Galactose Metabolism (1) SMP0000043 map00052
Gluconeogenesis (1) SMP0000128 map00010
Glucose-Alanine Cycle (2) SMP0000127 -
Glutamate Metabolism (2) SMP0000072 map00250
Glutathione Metabolism (1) SMP0000015 map00480
Glycerolipid Metabolism (1) SMP0000039 map00561
Glycine and Serine Metabolism (2) SMP0000004 map00260
Glycolysis (1) SMP0000040 map00010
Histidine Metabolism (4) SMP0000044 map00340
Lactose Degradation (1) SMP0000457 -
Lactose Synthesis (1) SMP0000444 -
Lysine Degradation (1) SMP0000037 map00310
Malate-Aspartate Shuttle (1) SMP0000129 -
Methionine Metabolism (1) SMP0000033 map00270
Methylhistidine Metabolism (1) SMP0000715 -
Mitochondrial Beta-Oxidation of Medium Chain Saturated Fatty Acids (1) SMP0000481 -
Nicotinate and Nicotinamide Metabolism (2) SMP0000048 map00760
Nucleotide Sugars Metabolism (1) SMP0000010 map00520
Phenylacetate Metabolism (2) SMP0000126 map00360
Phenylalanine and Tyrosine Metabolism (1) SMP0000008 map00360
Phosphatidylcholine Biosynthesis (1) SMP0014212 -
Phosphatidylethanolamine Biosynthesis (1) SMP0029731 -
Phospholipid Biosynthesis (10) SMP0000025 map00564
Propanoate Metabolism (1) SMP0000016 map00640
Purine Metabolism (3) SMP0000050 map00230
Pyrimidine Metabolism (1) SMP0000046 map00240
Sphingolipid Metabolism (1) SMP0000034 map00600
Starch and Sucrose Metabolism (1) SMP0000058 map00500
Steroidogenesis (1) SMP0000130 map00140
Transfer of Acetyl Groups into Mitochondria (1) SMP0000466 -
Trehalose Degradation (1) SMP0000467 -
Tryptophan Metabolism (2) SMP0000063 map00380
Tyrosine Metabolism (1) SMP0000006 map00350
Urea Cycle (3) SMP0000059 map00330
Valine, Leucine and Isoleucine Degradation (1) SMP0000032 map00280
Warburg Effect (3) SMP0000654 -
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