ST003587 Comparison of Machine Learning Models for Metabolomic-Based Clinical Prediction of Preterm Birth
Limit by pathway class:
   Minimum # of metabolites per pathway:

Pathway name (# of metabolites detected in this study)HMDB pathwayKEGG pathway
Alanine Metabolism (2) SMP0000055 map00250
Amino Sugar Metabolism (1) SMP0000045 map00520
Ammonia Recycling (3) SMP0000009 map00910
Androstenedione Metabolism (1) SMP0030406 -
Arginine and Proline Metabolism (3) SMP0000020 map00330
Aspartate Metabolism (2) SMP0000067 map00250
beta-Alanine Metabolism (1) SMP0000007 map00410
Betaine Metabolism (3) SMP0000123 map00260
Beta Oxidation of Very Long Chain Fatty Acids (1) SMP0000052 map01040
Biotin Metabolism (3) SMP0000066 map00780
Caffeine Metabolism (1) SMP0000028 map00232
Carnitine Synthesis (1) SMP0000465 -
Catecholamine Biosynthesis (4) SMP0000012 map00350
Citric Acid Cycle (1) SMP0000057 map00020
Fatty Acid Biosynthesis (2) SMP0000456 -
Gluconeogenesis (1) SMP0000128 map00010
Glucose-Alanine Cycle (1) SMP0000127 -
Glutamate Metabolism (3) SMP0000072 map00250
Glutathione Metabolism (1) SMP0000015 map00480
Glycine and Serine Metabolism (5) SMP0000004 map00260
Histidine Metabolism (1) SMP0000044 map00340
Homocysteine Degradation (1) SMP0000455 -
Lysine Degradation (2) SMP0000037 map00310
Methionine Metabolism (3) SMP0000033 map00270
Methylhistidine Metabolism (1) SMP0000715 -
Nicotinate and Nicotinamide Metabolism (1) SMP0000048 map00760
Oxidation of Branched Chain Fatty Acids (1) SMP0000030 -
Oxidation of Branched-Chain Fatty Acids (1) SMP0000030 -
Pentose Phosphate Pathway (1) SMP0000031 map00030
Phenylacetate Metabolism (2) SMP0000126 map00360
Phenylalanine and Tyrosine Metabolism (3) SMP0000008 map00360
Phosphatidylcholine Biosynthesis (1) SMP0014212 -
Phosphatidylethanolamine Biosynthesis (1) SMP0029731 -
Phospholipid Biosynthesis (2) SMP0000025 map00564
Propanoate Metabolism (2) SMP0000016 map00640
Purine Metabolism (4) SMP0000050 map00230
Pyrimidine Metabolism (2) SMP0000046 map00240
Pyruvate Metabolism (1) SMP0000060 map00620
Selenoamino Acid Metabolism (1) SMP0000029 map00450
Spermidine and Spermine Biosynthesis (1) SMP0000445 -
Sulfate/Sulfite Metabolism (1) SMP0000041 map00920
Threonine and 2-Oxobutanoate Degradation (2) SMP0000452 -
Thyroid Hormone Synthesis (1) SMP0000716 -
Transfer of Acetyl Groups into Mitochondria (1) SMP0000466 -
Tryptophan Metabolism (5) SMP0000063 map00380
Tyrosine Metabolism (5) SMP0000006 map00350
Urea Cycle (3) SMP0000059 map00330
Valine, Leucine and Isoleucine Degradation (4) SMP0000032 map00280
Vitamin B6 Metabolism (1) SMP0000017 map00750
Warburg Effect (3) SMP0000654 -
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