Biochemical Group | Biochemical Pathway | Compound | Fold change Cancer/No-cancer | p-value | q-value |
---|---|---|---|---|---|
Amino acid | Alanine, aspartate metabolism | alanine | 1.6 | 0.013 | 0.049 |
 |  | aspartate | 2.2 | 0.013 | 0.049 |
 |  | N-acetylaspartate | 6.1 | 0.020 | 0.049 |
 | Butanoate metabolism | 2-aminobutyrate | 1.8 | 0.014 | 0.049 |
 | Cysteine, methionine metabolism | cysteine | 4.6 | 0.049 | 0.061 |
 |  | cystine | 2.9 | 0.024 | 0.049 |
 |  | methionine | 3.6 | 0.012 | 0.049 |
 |  | S-adenosylhomocysteine | 1.6 | 0.004 | 0.049 |
 | Glutamate metabolism | glutamate | 2.4 | 0.019 | 0.049 |
 |  | N-acetyl-aspartyl-glutamate | 1.9 | 0.014 | 0.049 |
 | Glutathione metabolism | 5-oxoproline | 1.9 | 0.017 | 0.049 |
 |  | cysteine-glutathione disulfide | 3.4 | 0.043 | 0.060 |
 | Glycine, serine, threonine metabolism | betaine | 2.3 | 0.022 | 0.049 |
 |  | glycine | 2.6 | 0.020 | 0.049 |
 |  | serine | 2.1 | 0.009 | 0.049 |
 |  | threonine | 1.4 | 0.003 | 0.049 |
 | Histidine metabolism | histidine | 1.5 | 0.001 | 0.043 |
 | Lysine metabolism | 2-aminoadipate | 2.1 | 0.021 | 0.049 |
 |  | lysine | 2.3 | 0.027 | 0.052 |
 | Phenylalanine, tyrosine metabolism | phenylalanine | 1.8 | 0.011 | 0.049 |
 |  | tyrosine | 1.9 | 0.014 | 0.049 |
 | Tryptophan metabolism | tryptophan | 1.9 | 0.010 | 0.049 |
 | Urea cycle; arginine, proline metabolism | arginine | 1.2 | 0.033 | 0.056 |
 |  | ornithine | 2.7 | 0.019 | 0.049 |
 |  | proline | 1.6 | 0.007 | 0.049 |
 |  | trans-4-hydroxyproline | 2.1 | 0.036 | 0.056 |
 | Valine, leucine, isoleucine metabolism | isoleucine | 1.8 | 0.016 | 0.049 |
 |  | leucine | 1.8 | 0.010 | 0.049 |
 |  | valine | 1.6 | 0.016 | 0.049 |
Carbohydrate | Aminosugars | N-acetylglucosamine | 5.9 | 0.028 | 0.052 |
 | Glycolysis | glucose 1-phosphate | 0.7 | 0.033 | 0.056 |
 | Pentose metabolism | ribose | 2.7 | 0.018 | 0.049 |
Cofactors and vitamins | Pantothenate | pantothenate | 2.3 | 0.008 | 0.049 |
 | Tocopherol | alpha-tocopherol | 2.2 | 0.041 | 0.058 |
Energy | Krebs cycle | fumarate | 2.1 | 0.007 | 0.049 |
 |  | malate | 2.0 | 0.006 | 0.049 |
 |  | succinate | 1.6 | 0.009 | 0.049 |
 |  | succinylcarnitine | 2.2 | 0.041 | 0.058 |
Lipid | Carnitine metabolism | 3-dehydrocarnitine | 1.9 | 0.023 | 0.049 |
 |  | acetylcarnitine | 1.6 | 0.015 | 0.049 |
 |  | carnitine | 1.7 | 0.033 | 0.056 |
 |  | deoxycarnitine | 1.6 | 0.010 | 0.049 |
 | Essential fatty acid | docosahexaenoate | 3.2 | 0.046 | 0.060 |
 |  | docosapentaenoate | 4.2 | 0.018 | 0.049 |
 | Fatty acid metabolism | butyrylcarnitine | 1.9 | 0.012 | 0.049 |
 |  | propionylcarnitine | 2.0 | 0.036 | 0.056 |
 |  | 4-hydroxybutyrate | 2.1 | 0.023 | 0.049 |
 | Glycerolipid metabolism | choline | 1.7 | 0.004 | 0.049 |
 |  | ethanolamine | 3.4 | 0.039 | 0.056 |
 |  | glycerol | 1.9 | 0.047 | 0.060 |
 |  | glycerophosphorylcholine | 1.8 | 0.022 | 0.049 |
 | Long chain fatty acid | 10-nonadecenoate | 2.8 | 0.036 | 0.056 |
 |  | dihomo-linoleate | 4.8 | 0.038 | 0.056 |
 |  | eicosenoate | 3.0 | 0.013 | 0.049 |
 |  | myristoleate | 1.7 | 0.045 | 0.060 |
 |  | oleate | 2.1 | 0.038 | 0.056 |
 | Lysolipid | 1-arachidonoylglycerophosphoethanolamine | 1.9 | 0.007 | 0.049 |
 |  | 1-arachidonoylglycerophosphoinositol | 2.2 | 0.006 | 0.049 |
 |  | 1-linoleoylglycerophosphoethanolamine | 2.6 | 0.020 | 0.049 |
 |  | 1-oleoylglycerophosphoethanolamine | 2.4 | 0.007 | 0.049 |
 |  | 1-oleoylglycerophosphoinositol | 3.7 | 0.035 | 0.056 |
 |  | 1-oleoylglycerophosphoserine | 2.6 | 0.022 | 0.049 |
 |  | 1-palmitoylglycerophosphoinositol | 3.3 | 0.047 | 0.060 |
 |  | 1-stearoylglycerophosphoethanolamine | 2.2 | 0.019 | 0.049 |
 |  | 1-stearoylglycerophosphoinositol | 4.0 | 0.044 | 0.060 |
 |  | 2-oleoylglycerophosphoethanolamine | 2.4 | 0.004 | 0.049 |
 |  | 2-palmitoylglycerophosphoethanolamine | 2.1 | 0.027 | 0.052 |
 | Medium chain fatty acid | caprylate | 1.2 | 0.046 | 0.060 |
Nucleotide | Purine and pyrimidine | methylphosphate | 2.2 | 0.018 | 0.049 |
 | Purine metabolism, hypoxanthine/inosine | hypoxanthine | 2.2 | 0.004 | 0.049 |
 |  | inosine | 1.6 | 0.026 | 0.052 |
 |  | xanthine | 5.2 | 0.030 | 0.055 |
 |  | xanthosine | 2.0 | 0.014 | 0.055 |
 | Purine metabolism | adenine | 1.8 | 0.038 | 0.056 |
 |  | guanosine | 1.6 | 0.035 | 0.056 |
 | Pyrimidine metabolism | cytidine | 1.9 | 0.034 | 0.056 |
 |  | pseudouridine | 1.3 | 0.024 | 0.049 |
 |  | uracil | 4.0 | 0.003 | 0.049 |
 |  | uridine | 1.9 | 0.008 | 0.049 |
Peptide | gammaglutamyl | gamma-glutamylglutamate | 2.3 | 0.032 | 0.056 |
 |  | gamma-glutamylglutamine | 3.3 | 0.033 | 0.056 |
Other | Benzoate metabolism | benzoate | 1.4 | 0.045 | 0.060 |
 | Other | glycerol 2-phosphate | 2.1 | 0.028 | 0.052 |