MediaScan exampleΒΆ
[2]:
import cobra
from cobra.flux_analysis.parsimonious import pfba
import cobrakbase
import sys
sys.path.append("/Users/chenry/code/ModelSEEDpy")
from modelseedpy import KBaseMediaPkg
[6]:
kbase_api = cobrakbase.KBaseAPI()
#Getting B. theta model out of KBase
model = kbase_api.get_from_ws("E_iML1515.kb",40576)
#Creating KBase media package for assigning constraints based on media
kmp = KBaseMediaPkg(model)
#Getting list of all media in KBase
media_list = kbase_api.list_objects("KBaseMedia")
print("Media\tGrowth")
for media_info in media_list:
#Getting media object data
media = kbase_api.get_from_ws(media_info[1],media_info[6])
#Constraining model based on media
kmp.build_package(media)
#Optimizing model
solution=model.optimize()
#Printing predicted growth rate in media
print(media_info[1]+"\t"+str(solution.objective_value))
Media Growth
Sulfate-L-Arabitol 0.0
Sulfate-Cystathionine 0.0
Sulfate-N-Acetyl-D-galactosamine 0.0
Sulfate-Uridine 0.0
Phosphate-Cytidine-2-Monophosphate 0.0
Nitrogen-L-Pyroglutamic-Acid 0.0
Sulfate-L-Lysine 0.0
Sulfate-D-Arabitol 0.0
Carbon-L-Malic-Acid 0.0
Carbon-D-Psicose 0.0
Carbon-N-Acetyl-L-Glutamic-Acid 0.0
Nitrogen-Nitrite 0.0
Nitrogen-Xanthine 0.0
Sulfate-Tyramine 0.0
Carbon-Mucic-Acid 0.0
Sulfate-Citrate 0.0
Sulfate-Maltotriose 0.0
Sulfate-1H-Imidazole-4-ethanamin 0.0
Nitrogen-L-Glutamine 0.0
Sulfate-Glycerone 0.0
Nitrogen-b-Phenylethylamine 0.0
Sulfate-Cysteamine 0.0
Sulfate-6-Deoxy-D-galactose 0.0
Carbon-D-Gluconic-Acid 0.0
Nitrogen-L-Proline 0.0
Nitrogen-Glycine 0.0
Nitrogen-Nitrate 0.0
Sulfate-Dextrin 0.0
Carbon-L-Asparagine 0.0
Phosphate-D-2-Phospho-Glyceric-Acid 0.0
Carbon-Tyramine 0.0
Sulfate-NH3 0.0
Sulfate-Galactitol 0.0
Complete 0.0
Nitrogen-L-Asparagine 0.0
Sulfate-Biuret 0.0
Sulfate-L-Histidine 0.0
Sulfate-D-Alanine 0.0
Nitrogen-L-Tyrosine 0.0
Nitrogen-Ala-Asp 0.0
Carbon-d-Amino-Valeric-Acid 0.0
Sulfate-L-Isoleucine 0.0
Sulfate-R-R-Tartaric-Acid 0.0
Sulfate-L-Valine 0.0
Nitrogen-Inosine 0.0
Carbon-Citric-Acid 0.0
Carbon-2-3-Butanone 0.0
Sulfate-L-Rhamnose 0.0
Sulfate-Xylitol 0.0
Carbon-D-Fructose-6-Phosphate 0.0
Sulfate-Amygdalin 0.0
Phosphate-D-Mannose-6-Phosphate 0.0
Carbon-Glycyl-L-Proline 0.0
Carbon-Quinic-Acid 0.0
Carbon-Salicin 0.0
Carbon-Acetic-Acid 0.0
Carbon-D-Mannose 0.0
Sulfate-Acetamide 0.0
Sulfate-Lanthionine 0.0
Carbon-m-Tartaric-Acid 0.0
Biolog-C-lac-N-dna-P-dna 0.0
Phosphate-O-Phospho-D-Tyrosine 0.0
Nitrogen-Ethylamine 0.0
Sulfate-Quinate 0.0
Sulfate-Stachyose 0.0
Nitrogen-Cytidine 0.0
Sulfate-L-Proline 0.0
Sulfate-p-Amino-Benzene-Sulfonic-Acid 0.0
Carbon-Oxalic-Acid 0.0
Carbon-Tween-80 0.0
Nitrogen-L-Aspartic-Acid 0.0
7H9 0.0
Phosphate-O-Phospho-L-Threonine 0.0
Carbon-D-Saccharic-Acid 0.0
Carbon-D-Glucosamine 0.0
Carbon-D-Arabitol 0.0
Carbon-g-Hydroxy-Butyric-Acid 0.0
Carbon-D-Fucose 0.0
Phosphate-Uridine-2-Monophosphate 0.0
MinimalGrowthNMS 0.0
Carbon-p-Hydroxy-Phenylacetic-Acid 0.0
Sulfate-L-alanylglycine 0.0
Carbon-L-Glutamine 0.0
Carbon-Uridine 0.0
Sulfate-L-Ornithine 0.0
Carbon-D-L-Octopamine 0.0
Nitrogen-D-Glutamic-Acid 0.0
Carbon-Glycyl-L-Glutamic-Acid 0.0
Biolog-C-ser-l-N-ser-l 0.0
LB 0.0
Phosphate-Phosphono-Acetic-Acid 0.0
Carbon-Thymidine 0.0
Carbon-2-3-Butanediol 0.0
Sulfate-D-Glucarate 0.0
Sulfate-D-Mannosamine 0.0
Nitrogen-Acetamide 0.0
Carbon-b-Methyl-D-Glucoside 0.0
Carbon-4-Hydroxy-L-Proline-trans 0.0
Carbon-Xylitol 0.0
Nitrogen-Ala-Glu 0.0
Nitrogen-N-Acetyl-D-Mannosamine 0.0
Nitrogen-Adenosine 0.0
Carbon-Citraconic-Acid 0.0
Carbon-Dextrin 0.0
Nitrogen-L-Valine 0.0
Nitrogen-Uracil 0.0
Carbon-a-Keto-Glutaric-Acid 0.0
Sulfate-Acetoin 0.0
Sulfate-Thymine 0.0
Phosphate-Uridine-5-Monophosphate 0.0
Nitrogen-L-Isoleucine 0.0
Nitrogen-Ala-Leu 0.0
Carbon-Adenosine 0.0
Sulfate-L-Djenkolic-Acid 0.0
Sulfate-D-Aspartate 0.0
Phosphate-Guanosine-5-Monophosphate 0.0
Carbon-a-Hydroxy-Butyric-Acid 0.0
Phosphate-D-Glucose-6-Phosphate 0.0
Carbon-L-Arabitol 0.0
Phosphate-Cytidine-2-3-Cyclic-Monophosphate 0.0
Carbon-D-Cellobiose 0.0
Sulfate-L-Phenylalanine 0.0
Nitrogen-L-Alanine 0.0
Sulfate-Cytidine 0.0
Carbon-L-Leucine 0.0
Carbon-D-Xylose 0.0
Sulfate-Pyruvate 0.0
Nitrogen-Urea 0.0
Phosphate-6-Phospho-Gluconic-Acid 0.0
Carbon-Itaconic-Acid 0.0
Phosphate-D-Mannose-1-Phosphate 0.0
Nitrogen-L-Cysteine 0.0
Biolog-C-ile-l-N-ile-l 0.0
MR1Aerobic 0.0
Sulfate-L-Cysteine-Sulfinic-Acid 0.0
Carbon-Fumaric-Acid 0.0
Sulfate-L-Sorbose 0.0
Carbon-D-Glucose-Palsson 0.0
Carbon-L-Tartaric-Acid 0.0
Carbon-b-Methyl-D-Galactoside 0.0
Carbon-Gelatin 0.0
ArgonneNMSMedia 0.0
Carbon-D-Serine 0.0
Nitrogen-g-Amino-N-Butyric-Acid 0.0
Sulfate-L-Methionine-Sulfoxide 0.0
Carbon-L-Arabinose 0.0
Biolog-C-acgam-N--acgam 0.0
Phosphate-Trimetaphosphate 0.0
Sulfate-Thiosulfate 0.0
Sulfate-N-Acetylneuraminate 0.0
Sulfate-Formate 0.0
Phosphate-Phospho-Glycolic-Acid 0.0
Nitrogen-D-Lysine 0.0
Carbon-L-Lyxose 0.0
Nitrogen-N-Acetyl-D-Glucosamine 0.0
Nitrogen-Thymidine 0.0
Carbon-L-Histidine 0.0
Carbon-Glycyl-L-Aspartic-Acid 0.0
Biolog-C-lac-N-ala-l 0.0
Carbon-a-Methyl-D-Galactoside 0.0
Sulfate-D-Arabinose 0.0
Sulfate-L-Serine 0.0
Sulfate-L-Arginine 0.0
Carbon-D-Aspartic-Acid 0.0
Nitrogen-N-Acetyl-D-Galactosamine 0.0
Phosphate-Uridine-3-Monophosphate 0.0
Sulfate-L-Aspartate 0.0
Nitrogen-D-Asparagine 0.0
Nitrogen-L-Citrulline 0.0
Phosphate-Adenosine-5-Monophosphate 0.0
Carbon-D-Tagatose 0.0
Sulfate-Glycogen 0.0
Biolog-C-lac-N-ptrc 0.0
Carbon-L-Phenylalanine 0.0
Sulfate-Palatinose 0.0
Nitrogen-D-Valine 0.0
Carbon-g-Amino-Butyric-Acid 0.0
Nitrogen-Guanine 0.0
Sulfate-Butane-Sulfonic-Acid 0.0
Nitrogen-D-Alanine 0.0
Carbon-L-Lactic-Acid 0.0
NoBounds 0.0
Nitrogen-D-Serine 0.0
Carbon-L-Arginine 0.0
Phosphate-Adenosine-2-Monophosphate 0.0
Carbon-Maltotriose 0.0
MR1Anaerobic 0.0
Sulfate-Ethanolamine 0.0
Phosphate-Guanosine-3-Monophosphate 0.0
Biolog-C-cytd-N-cytd 0.0
Carbon-a-Keto-Butyric-Acid 0.0
Sulfate-Inosine 0.0
Phosphate-Phosphoenol-Pyruvate 0.0
Nitrogen-Ala-Gly 0.0
Sulfate-Methane-Sulfonic-Acid 0.0
Nitrogen-L-Ornithine 0.0
Sulfate-Gly-Gln 0.0
Carbon-Arbutin 0.0
Carbon-1-2-Propanediol 0.0
Sulfate-Propanoate 0.0
Biolog-C-lac-N-thr-l 0.0
Carbon-D-L-Citramalic-Acid 0.0
Sulfate-D-Tagatose 0.0
Sulfate-L-Citrulline 0.0
Carbon-L-Homoserine 0.0
Carbon-2-Hydroxy-Benzoic-Acid 0.0
SP4 0.0
Sulfate-Ethylamine 0.0
Sulfate-Salicin 0.0
Phosphate-2-Deoxy-D-Glucose-6-Phosphate 0.0
Carbon-Putrescine 0.0
Carbon-D-Threonine 0.0
Carbon-Pectin 0.0
MethanogenMedia 0.0
Carbon-Gentiobiose 0.0
Sulfate-D-Cysteine 0.0
Biolog-C-dna-N-dna-P-dna 0.0
Carbon-a-D-Glucose 0.0
Carbon-Oxalomalic-Acid 0.0
Carbon-b-Hydroxy-Butyric-Acid 0.0
Nitrogen-Met-Ala 0.0
Biolog-C-lac-N-asp-l 0.0
Carbon-Amygdalin 0.0
Carbon-D-Tartaric-Acid 0.0
Sulfate-Pectin 0.0
Nitrogen-L-Homoserine 0.0
Carbon-L-Ornithine 0.0
Carbon-Chondroitin 0.0
Carbon-tricarballylate 0.0
Sulfate-Thymidine 0.0
Phosphate-O-Phospho-L-Serine 0.0
Sulfate-L-Methionine 0.0
Sulfate-D-Galactose 0.0
Phosphate-Adenosine-2-3-Cyclic-Monophosphate 0.0
Sulfate-Xanthosine 0.0
Sulfate-D-Psicose 0.0
Carbon-L-Rhamnose 0.0
Nitrogen-Uric-Acid 0.0
Biolog-C-lac-N-met-l 0.0
Sulfate-D-Glucuronate 0.0
Carbon-L-Alanine 0.0
Nitrogen-Tyramine 0.0
Carbon-b-Phenylethylamine 0.0
Phosphate-Phosphate 0.0
Nitrogen-Ethanolamine 0.0
Carbon-N-Acetyl-D-Glucosamine 0.0
Sulfate-L-Glutamate 0.0
Biolog-C-lac-N-glu-l 0.0
Sulfate-Glutathione 0.0
Sulfate-D-Galactosamine 0.0
Sulfate-D-L-Lipoamide 0.0
Carbon-Butylamine-sec 0.0
NMS 0.0
Nitrogen-N-Acetyl-D-L-Glutamic-Acid 0.0
Sulfate-6-Deoxy-L-galactose 0.0
Sulfate-Tween-20 0.0
Sulfate-N-Acetyl-D-L-Methionine 0.0
Biolog-C-lac-N-ile-l 0.0
Sulfate-Ribitol 0.0
Nitrogen-Uridine 0.0
Sulfate-D-Fructose 0.0
Carbon-L-Aspartic-Acid 0.0
Sulfate-L-Alanine 0.0
Carbon-L-Glutamic-Acid 0.0
Sulfate-L-Cystine 0.0
MinimalGrowthNoMedia 0.0
ArgonneLBMedia 0.0
Nitrogen-D-Galactosamine 0.0
PlantAutotrophicMedia 0.0
Biolog-C-dna 0.0
Sulfate-Sucrose 0.0
Carbon-b-D-Allose 0.0
Nitrogen-L-Lysine 0.0
Nitrogen-Gly-Gln 0.0
Sulfate-Ala-His 0.0
Nitrogen-L-Glutamic-Acid 0.0
Carbon-Mannan 0.0
PlantHeterotrophicMedia 0.0
Sulfate-L-Arabinose 0.0
Sulfate-Gentiobiose 0.0
Carbon-D-Malic-Acid 0.0
Carbon-Maltose 0.0
Carbon-Sucrose 0.0
Sulfate-Taurine 0.0
Sulfate-Arbutin 0.0
Carbon-N-Acetyl-D-Galactosamine 0.0
Sulfate-Uracil 0.0
Sulfate-Propane-1-2-diol 0.0
Biolog-C-lac-N-acgam 0.0
Carbon-D-Melezitose 0.0
Sulfate-D-Ribose 0.0
Carbon-D-Ribose 0.0
Nitrogen-L-Methionine 0.0
Phosphate-Tripolyphosphate 0.0
Sulfate-D-Asparagine 0.0
Sulfate-2-Hydroxyethane-Sulfonic-Acid 0.0
Carbon-L-Alanyl-Glycine 0.0
Nitrogen-Histamine 0.0
Biolog-C-lac-N-adn 0.0
Sulfate-Guanosine 0.0
Carbon-D-Glucose-1-Phosphate 0.0
Sulfate-tricarballylate 0.0
Phosphate-Cytidine-3-Monophosphate 0.0
Nitrogen-D-Glucosamine 0.0
Sulfate-D-Methionine 0.0
Carbon-D-Lactitol 0.0
Biolog-C-lac-S-cys-l 0.0
Carbon-sorbate 0.0
Sulfate-N-Acetyl-D-glucosamine 0.0
Carbon-a-Methyl-D-Glucoside 0.0
Phosphate-2-Aminoethyl-Phosphonic-Acid 0.0
Sulfate-Galactarate 0.0
Carbon-L-Pyroglutamic-Acid 0.0
Phosphate-b-Glycerol-Phosphate 0.0
Sulfate-Glycerol 0.0
Sulfate-Acetate 0.0
Sulfate-Ala-Gln 0.0
Carbon-D-Mannitol 0.0
Phosphate-O-Phospho-D-Serine 0.0
Carbon-D-L-Carnitine 0.0
Sulfate-D-Xylose 0.0
Sulfate-Cytosine 0.0
Carbon-L-Threonine 0.0
Sulfate-Maltose 0.0
Phosphate-D-3-Phospho-Glyceric-Acid 0.0
Carbon-N-Acetyl-b-D-Mannosamine 0.0
Sulfate-Adenine 0.0
Biolog-C-lac-N-his-l 0.0
Carbon-D-Melibiose 0.0
Sulfate-4-Hydroxybenzoate 0.0
Biolog-C-lac-N-gly 0.0
Carbon-Capric-Acid 0.0
Sulfate-Butanoic-Acid 0.0
Sulfate-D-Sorbitol 0.0
Sulfate-Deoxyribose 0.0
Nitrogen-D-L-a-Amino-N-Butyric-Acid 0.0
Carbon-Glycogen 0.0
Sulfate-Gelatine 0.0
Sulfate-L-Cysteinyl-Glycine 0.0
Biolog-C-lac-N-phe-l 0.0
Biolog-C-gln-l-N-gln-l 0.0
Nitrogen-D-Aspartic-Acid 0.0
Sulfate-Putrescine 0.0
Phosphate-Guanosine-3-5-Cyclic-Monophosphate 0.0
Phosphate-Pyrophosphate 0.0
Sulfate-L-Cysteic-Acid 0.0
Sulfate-Nitrite 0.0
Nitrogen-Biuret 0.0
Sulfate-D-Mannose 0.0
Sulfate-L-Glutamine 0.0
Nitrogen-Gly-Glu 0.0
Sulfate-Sulfate 0.0
Nitrogen-Ala-His 0.0
Carbon-D-Glucosaminic-Acid 0.0
Nitrogen-Gly-Asn 0.0
Sulfate-Tetrathionate 0.0
Nitrogen-Formamide 0.0
Nitrogen-Allantoin 0.0
Carbon-L-Proline 0.0
Biolog-C-cytd 0.0
Carbon-D-Glucose-6-Phosphate 0.0
Phosphate-D-Glucose-1-Phosphate 0.0
Carbon-D-L-a-Glycerol-Phosphate 0.0
Nitrogen-L-Threonine 0.0
Sulfate-N-Acetyl-D-mannosamine 0.0
Carbon-L-Xylose 0.0
Carbon-Palatinose 0.0
Carbon-3-Hydroxy-2-Butanone 0.0
Biolog-C-lac-N-dna 0.0
Carbon-Urocanic-Acid 0.0
Carbon-Butyric-Acid 0.0
Sulfate-L-Lyxose 0.0
Carbon-Caproic-Acid 0.0
Phosphate-Cytidine-5-Monophosphate 0.0
Nitrogen-L-Phenylalanine 0.0
Phosphate-Carbamyl-Phosphate 0.0
Carbon-Dihydroxy-Acetone 0.0
Carbon-D-Galacturonic-Acid 0.0
Nitrogen-Ammonia 0.0
Carbon-Pyruvic-Acid 0.0
Carbon-Stachyose 0.0
Nitrogen-L-Arginine 0.0
Biolog-C-lac-S-gthrd 0.0
Carbon-D-Alanine 0.0
Carbon-D-L-Malic-Acid 0.0
Sulfate-2-Amino-2-deoxy-D-glucon 0.0
Carbon-D-Galactonic-Acid-g-Lactone 0.0
Carbon-Glyoxylic-Acid 0.0
Sulfate-Carbon 0.0
Carbon-D-Raffinose 0.0
Sulfate-Mannan 0.0
Sulfate-Ala-Leu 0.0
Biolog-C-dna-P-dna 0.0
Carbon-Glycolic-Acid 0.0
Carbon-Formic-Acid 0.0
Sulfate-Methylamine 0.0
Sulfate-Xanthine 0.0
Biolog-C-lac-N-pro-l 0.0
Carbon-2-Deoxy-Adenosine 0.0
Nitrogen-L-Tryptophan 0.0
Sulfate-Succinate 0.0
Sulfate-Gly-Met 0.0
Carbon-Dulcitol 0.0
Carbon-a-D-Lactose 0.0
Sulfate-Laminarin 0.0
Carbon-L-Lysine 0.0
Nitrogen-Hydroxylamine 0.0
Sulfate-Taurocholic-Acid 0.0
Sulfate-S-Lactate 0.0
Phosphate-Guanosine-2-3-Cyclic-Monophosphate 0.0
Nitrogen-Guanosine 0.0
Sulfate-Oxalate 0.0
Sulfate-Malonate 0.0
Sulfate-D-Serine 0.0
Nitrogen-L-Leucine 0.0
Sulfate-Adenosine 0.0
Biolog-C-lac-N-ser-l 0.0
Sulfate-Tween-80 0.0
Carbon-D-Fructose 0.0
Nitrogen-Ala-Thr 0.0
Biolog-C-lac-N-arg-l 0.0
Carbon-4-Hydroxy-Benzoic-Acid 0.0
Carbon-Laminarin 0.0
Carbon-L-Isoleucine 0.0
Carbon-N-Acetyl-Neuraminic-Acid 0.0
Empty 0.0
Carbon-L-Methionine 0.0
Phosphate-Phosphocreatine 0.0
Carbon-D-Galactose 0.0
Sulfate-Urea 0.0
Biolog-C-lac-N-leu-l 0.0
Sulfate-sorbate 0.0
Sulfate-Allantoin 0.0
Carbon-a-Keto-Valeric-Acid 0.0
Carbon-L-Fucose 0.0
Sulfate-Hypotaurine 0.0
Nitrogen-Cytosine 0.0
Sulfate-L-Cysteine 0.0
Nitrogen-Putrescine 0.0
Nitrogen-L-Serine 0.0
Carbon-i-Erythritol 0.0
Biolog-C-lac-N-asn-l 0.0
Carbon-m-Inositol 0.0
Sulfate-Sebacic-acid 0.0
Phosphate-Thymidine-5-Monophosphate 0.0
Sulfate-L-Asparagine 0.0
Carbon-Propionic-Acid 0.0
Sulfate-D-Valine 0.0
Carbon-2-Deoxy-D-Ribose 0.0
Phosphate-O-Phosphoryl-Ethanolamine 0.0
Carbon-Lactulose 0.0
Nitrogen-D-Mannosamine 0.0
Carbon-Succinic-Acid 0.0
Sulfate-D-Lysine 0.0
Sulfate-L-Leucine 0.0
Biolog-C-lac-N-gln-l 0.0
Sulfate-S-Malate 0.0
Sulfate-2-Methylmaleate 0.0
Sulfate-Glyoxylate 0.0
Sulfate-b-Methyl-D-Glucoside 0.0
Carbon-Inosine 0.0
Nitrogen-Ala-Gln 0.0
Phosphate-Phosphoryl-Choline 0.0
Carbon-Sebacic-Acid 0.0
Carbon-D-Arabinose 0.0
Sulfate-N-Acetyl-L-glutamate 0.0
Nitrogen-e-Amino-N-Caproic-Acid 0.0
Biolog-C-lac-S-tsul 0.0
Nitrogen-Adenine 0.0
Carbon-D-Glucuronic-Acid 0.0
Carbon-Chondroitin-Sulfate-C 0.0
Carbon-D-Glucose 0.0
Carbon-L-Serine 0.0
Phosphate-Adenosine-3-Monophosphate 0.0
Sulfate-Mannitol 0.0
Nitrogen-L-Histidine 0.0
Phosphate-Uridine-2-3-Cyclic-Monophosphate 0.0
Phosphate-Phospho-L-Arginine 0.0
Biolog-C-lac-S-so3 0.0
Nitrogen-Gly-Met 0.0
Sulfate-Thiourea 0.0
Nitrogen-Methylamine 0.0
Sulfate-L-Homoserine 0.0
Carbon-Malonic-Acid 0.0
Carbon-Adonitol 0.0
Carbon-Inulin 0.0
Carbon-L-Valine 0.0
Carbon-D-Sorbitol 0.0
Carbon-Tween-20 0.0
Phosphate-O-Phospho-L-Tyrosine 0.0
Nitrogen-Xanthosine 0.0
Carbon-Ethanolamine 0.0
Sulfate-Fumarate 0.0
Sulfate-2-1-beta-D-Fructosyl-n 0.0
Sulfate-L-Threonine 0.0
Sulfate-D-Glucose-6-phosphate 0.0
Carbon-Glycine 0.0
Sulfate-Nitrate 0.0
Carbon-L-Sorbose 0.0
Carbon-Acetamide 0.0
Carbon-Glycerol 0.0
Sulfate-D-Galacturonate 0.0
Sulfate-Itaconate 0.0
Nitrogen-Thymine 0.0
Phosphate-Cytidine-3-5-Cyclic-Monophosphate 0.0
Sulfate-L-Tyrosine 0.0
Sulfate-N-Acetyl-L-Cysteine 0.0
Phosphate-D-L-a-Glycerol-Phosphate 0.0
Sulfate-Glycine 0.0
Nitrogen-d-Amino-N-Valeric-Acid 0.0
Sulfate-D-Glucosamine 0.0
Sulfate-5-Oxoproline 0.0
Phosphate-D-Glucosamine-6-Phosphate 0.0
Biolog-C-thr-l-N-thr-l 0.0
Carbon-Acetoacetic-Acid 0.0
Sulfate-L-Tryptophan 0.0
Sulfate-Formamide 0.0
Nitrogen-Agmatine 0.0
Sulfate-D-L-Ethionine 0.0
Biolog-C-glu-l-N-glu-l 0.0
Carbon-D-Trehalose 0.0
BU12_10 0.0
BU7_LacPrx 0.0
C-acetate 0.0
C-Citrate 0.0
C-D-Glucose 0.0
fdx2_ActOxl_t2 0.0
LB_4C_24h 0.0
C-D-Lactate 0.0
RefGlucoseMinimal 0.0