Table 2.
Metabolites | Biological roles | Metabolic subpathway | FC1 | VIP2 | P-value3 | |
---|---|---|---|---|---|---|
AM/CO | Glutamine | Amino acid | Arginine biosynthesis | 3.9 | 2.089 | 0.001 |
S-methyl-Cysteine | Amino acid | Others | 1.25 | 1.475 | 0.035 | |
Asparagine | Amino acid | Alanine, aspartate and glutamate metabolism | 1.77 | 2.102 | 0.001 | |
Pyroglutamic acid | Amino acid | Glutathione metabolism | 0.822 | 1.883 | 0.006 | |
Uridine-5-monophosphate | nucleoside | Pyrimidine metabolism | 3.09 | 1.857 | 0.004 | |
Adenosine-5-monophosphate | nucleoside | Purine metabolism | 0.305 | 1.843 | 0.009 | |
Arachidonic acid | Unsaturated fatty acids | Arachidonic acid metabolism | 1.38 | 2.044 | 0.001 | |
9,12-(Z,Z)-Octadecadienoic acid | Unsaturated fatty acids | Linoleic acid metabolism | 1.3 | 1.853 | 0.007 | |
9-(Z)-Octadecenoic acid | Unsaturated fatty acids | Fatty acid biosynthesis | 1.25 | 1.739 | 0.014 | |
Octadecanoic acid | Saturated fatty acids | Fatty acid biosynthesis | 1.24 | 1.849 | 0.007 | |
Hexadecanoic acid | Saturated fatty acids | Fatty acid biosynthesis | 1.24 | 1.7 | 0.026 | |
2-Hydroxyglutaric acid | Organates/carboxylates | Others | 0.789 | 1.72 | 0.013 | |
Pyruvic acid | Organates/carboxylates | Pyruvate metabolism | 0.727 | 1.917 | 0.006 | |
Sorbitol-6-phosphate | Carbohydrate | Fructose and mannose metabolism | 1.22 | 2.041 | 0.001 | |
Phosphoric acid | Oxidative phosphorylation relatives | Oxidative phosphorylation | 0.893 | 1.508 | 0.048 | |
FMT/CO | Glutamine | Amino acid | Arginine biosynthesis | 8.6 | 1.865 | <0.001 |
Asparagine | Amino acid | Alanine, aspartate and glutamate metabolism | 2.96 | 1.947 | <0.001 | |
Methionine | Amino acid | Cysteine and methionine metabolism | 1.59 | 1.566 | 0.017 | |
Ornithine | Amino acid | Arginine biosynthesis | 1.56 | 1.429 | 0.033 | |
S-methyl-Cysteine | Amino acid | Others | 1.38 | 1.48 | 0.019 | |
Arachidonic acid | Unsaturated fatty acids | Arachidonic acid metabolism | 1.56 | 1.737 | 0.003 | |
9,12-(Z,Z)-Octadecadienoic acid | Unsaturated fatty acids | Linoleic acid metabolism | 1.49 | 1.672 | 0.006 | |
9-(Z)-Octadecenoic acid | Unsaturated fatty acids | Fatty acid biosynthesis | 1.44 | 1.594 | 0.013 | |
Hexadecanoic acid | Saturated fatty acids | Fatty acid biosynthesis | 1.44 | 1.758 | 0.003 | |
Octadecanoic acid | Saturated fatty acids | Fatty acid biosynthesis | 1.4 | 1.917 | <0.001 | |
1-Monooctadecanoylglycerol | Lipid | Others | 1.33 | 1.608 | 0.008 | |
Glyceric acid-3-phosphate | Lipid | Glycolysis or Gluconeogenesis | 0.768 | 1.375 | 0.023 | |
Hypoxanthine | Nucleoside | Purine metabolism | 2.04 | 1.57 | 0.013 | |
Adenosine-5-monophosphate | Nucleoside | Purine metabolism | 0.122 | 1.679 | 0.002 | |
Sorbitol-6-phosphate | Carbohydrate | Fructose and mannose metabolism | 1.24 | 1.853 | <0.001 | |
Phosphoric acid | Oxidative phosphorylation relatives | Oxidative phosphorylation | 0.864 | 1.407 | 0.018 | |
Pyruvic acid | Organates/carboxylates | Pyruvate metabolism | 0.704 | 1.613 | 0.005 | |
FMT/AM | Glutamine | Amino acid | Arginine biosynthesis | 2.2 | 1.823 | 0.00426 |
Asparagine | Amino acid | Alanine, aspartate and glutamate metabolism | 1.68 | 1.92 | 0.00143 | |
Glycine | Amino acid | Glycine, serine and threonine metabolism | 1.49 | 1.453 | 0.0348 | |
Methionine | Amino acid | Cysteine and methionine metabolism | 1.45 | 1.635 | 0.0165 | |
Alanine | Amino acid | Alanine, aspartate and glutamate metabolism | 1.28 | 1.506 | 0.0312 | |
Ribose | Carbohydrate | Pentose phosphate pathway | 1.17 | 1.539 | 0.0287 | |
Maltose | Carbohydrate | Starch and sucrose metabolism | 2.07 | 1.721 | 0.00998 | |
Galactose | Carbohydrate | Galactose metabolism | 0.94 | 1.599 | 0.023 | |
Glucose | Carbohydrate | Glycolysis or Gluconeogenesis | 0.94 | 1.599 | 0.023 | |
Adenosine | nucleoside | Purine metabolism | 0.666 | 1.55 | 0.028 | |
Uridine-5-monophosphate | Nucleoside | Pyrimidine metabolism | 0.662 | 1.674 | 0.0125 | |
Adenosine-5-monophosphate | Nucleoside | Purine metabolism | 0.402 | 1.654 | 0.0183 | |
Octadecanoic acid | Saturated fatty acids | Fatty acid biosynthesis | 1.13 | 1.518 | 0.0321 | |
1-Monooctadecanoylglycerol | Lipid | Others | 1.17 | 1.548 | 0.0285 |
1FC = fold change for concentration of metabolites derived from AM, FMT and CO groups. 2VIP = variable importance projection. This value was got from PLS-DA model with a threshold of 1. 3The significance P-value was got from Wilcoxon rank sum test with a threshold of 0.05.