I extracted out the items that are recurring as predictors for various symptoms. These are listed below. This is intended for those interested in research and diving deep. See AI Computed Probiotics from Symptoms for background
See also: Key Enzymes for Symptoms and Key Compounds for Symptoms
| CompoundName | Formula |
| (S)-Limonene | C10H16 |
| 10-Formyltetrahydrofolate | C20H23N7O7 |
| 2-Methyl-3-oxopropanoate | C4H6O3 |
| 3-Oxo acid | C3H3O3R |
| 4-Hydroxybutanoic acid | C4H8O3 |
| Alcohol | HOR |
| Amino acid | C2H4NO2R |
| Ammonia | NH3 |
| CDP-ribitol | C14H25N3O15P2 |
| CoA | C21H36N7O16P3S |
| D-Amino acid | C2H4NO2R |
| D-Aspartate | C4H7NO4 |
| D-Galactose | C6H12O6 |
| Ethylamine | C2H7N |
| Formate | CH2O2 |
| Geranyl diphosphate | C10H20O7P2 |
| Haloacetate | C2H3O2X |
| L-Homocysteine | C4H9NO2S |
| L-Idonate | C6H12O7 |
| Mannitol | C6H14O6 |
| Methanol | CH4O |
| N-Acylneuraminate 9-phosphate | C10H17NO12PR |
| NAD+ | C21H28N7O14P2 |
| NADH | C21H29N7O14P2 |
| NADP+ | C21H29N7O17P3 |
| NADPH | C21H30N7O17P3 |
| N-Carbamoylputrescine | C5H13N3O |
| Orthophosphate | H3PO4 |
| Oxygen | O2 |
| Peptide | C2H4NO2R(C2H2NOR)n |
| Phosphatidylglycerol | C8H13O10PR2 |
| Pyridoxal | C8H9NO3 |
| Pyruvate | C3H4O3 |
| Thioredoxin disulfide | C10H12N4O4S2R4 |
| Trimethylamine | C3H9N |
| Trimethylamine N-oxide | C3H9NO |
| tRNA(Gln) | |
| tRNA(Ile) | |
| tRNA(Pro) | |
| tRNA(Ser) | |
| tRNA(Thr) | |
| tRNA(Trp) | |
| UDP-glucuronate | C15H22N2O18P2 |
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