Table S1. Chemical shift assignments and limits of quantitation for common feed components, contaminants, and metabolites under our experimental conditions Name 1-Methylnicotinamide‡ Chemical Shifts† 4.47, 8.17, 8.89, 8.96, 9.26 2-Methylbutanoate 0.85, 1.04, 1.38, 1.48, 2.19 16.4 0.93, 2.09, 2.60 24.0 3-Methyl-2oxovalerate‡ 4-Hydroxybutyrate‡ 0.885, 1.09, 1.44, 1.69, 2.92 12.0 1.78, 2.22, 3.59 45.6 Acetate* 1.91 8.37 Acetone 2.22 6.13 Adenosine 3.83, 3.91, 4.29, 4.79, 6.09, 8.22, 8.33 25.5 Alanine 1.47, 3.77 16.2 Arginine 1.64, 1.71, 1.89, 1.92, 3.24, 3.24, 3.76 91.1 Asparagine 2.84, 2.94, 3.99 104 Aspartate 2.66, 2.81, 3.89 79.8 3.26, 3.89 3.53 Butyrate 0.88, 1.55, 2.14 46.3 Choline 3.19, 3.50, 4.05 3.53 Citrate 2.53, 2.65 35.0 3.80, 9.92, 4.12, 4.20, 4.30, 5.89, 6.05, 7.83 34.5 2-Oxoisocaproate Betaine ‡ Cytidine Ethanol ‡ ‡ LOQ in the Meda (uM) 65.6 1.17, 3.64 8.20 Formate 8.44 36.2 Fumarate 6.51 20.0 Glucose 3.23, 3.39, 3.40, 3.46, 3.48, 3.52, 3.70, 3.71, 3.75, 3.82, 3.83, 3.89, 4.63, 5.22 2.04, 2.12, 2.34, 2.36, 3.75 163 60.4 2.11, 2.14, 2.43, 2.46, 3.77 46.3 Glycerol 3.55, 3.64, 3.77 16.2 Glycine 3.55 11.8 Guanosine 3.81, 3.88, 4.22, 4.40, 4.74, 5.90, 6.32, 7.99 24.5 Histidine 3.11, 3.23, 3.98, 7.07, 7.82 61.0 trans-4-hydroxyproline Hypoxanthine 2.15, 2.42, 3.36, 3.47, 4.34, 4.66 115 8.17, 8.20 26.4 Inositol 3.27, 3.52, 3.61, 4.04 24.9 Isobutyrate 1.10, 2.38 7.57 0.93, 1.00, 1.25, 1.46, 1.97, 3.66 17.1 1.16, 4.01 7.57 Isovalerate 0.90, 1.94, 2.04 7.39 Lactate 1.32, 4.10 40.1 Leucine 0.95, 0.96, 1.68, 1.70, 1.74, 3.73 12.6 Lysine 1.43, 1.50, 1.72, 1.88, 1.91, 3.02, 3.75 164 Methionine 2.11, 2.13, 2.19, 2.63, 3.85 30.1 Niacinamide 7.57, 8.24, 8.70, 8.93 65.6 Phenylalanine 3.12, 3.28, 3.98, 7.32, 7.37, 7.42 43.0 Glutamate Glutamine ‡ Isoleucine Isopropanol ‡ Proline Pyroglutamate ‡ 1.98, 2.02, 2.06, 2.34, 3.32, 3.41, 4.12 98.2 2.00, 2.41, 2.47, 2.52, 4.17 98.2 Pyruvate* 2.36 12.8 Serine 3.83, 3.93, 3.98 68.5 Succinate* 2.39 6.28 Threonine 1.32, 3.58, 4.24 129 Tryptophan 3.30, 3.46, 4.05, 7.19, 7.28, 7.31, 7.53, 7.73 69.0 Tyrosine 3.04, 3.19, 3.93, 6.89, 7.18 33.6 Uridine 3.80, 3.90, 4.12, 4.21, 4.34, 5.89, 5.90, 7.86 35.1 Valine 0.98, 1.03, 2.27, 3.60 16.8 † Bold numbers represent the signal used for quantitation and red numbers are approximate values due to severe overlap ‡ Used the value of an analyte with a similar structure and similar chemical shift. *May vary due to overlap with other signals. Procedure for LOQ Determination: The LOQ of an analyte in the tube was determined by measuring peak intensity for a resolved NMR resonance of known concentration and extrapolating to a concentration where the signal/noisepeak-peak ratio was 10. The signal intensity was determined from 1D spectra of mixtures containing >85% of the listed components to reflect the actual spectral complexity (DSS lineshape of 1.0/9.2/14.4 then linebroadened by 0.5 Hz). The noise rms was determined by averaging the output of the Varian ‘dsn’ command from two regions, one ~1000 Hz downfield and one ~540 Hz upfield. The noiserms was then multipled by 1.41 to convert to noise peak-peak . The LOQ in the media was calculated by multiplying the LOQ in the tube by 4 to account for the dilution during sample preparation.