TABLE 1.
Metabolic pathway | Gene | Associated bacterium | FDR | Effect size in infected BALB/c mice | P | q |
---|---|---|---|---|---|---|
Lipid metabolismb | Enoyl-CoA hydratase | Bacteroides thetaiotaomicron | 5.743E–02 | −4.6 | 0.000691712 | 0.005358871 |
Tiglyl-CoA hydratase | Bacteroides thetaiotaomicron | 5.359E–03 | −4.64 | 0.000691712 | 0.005358871 | |
Long-chain fatty acid CoA ligase | Bacteroides thetaiotaomicron | 1.835E–0 | −3.09 | 0.003273173 | 0.018350702 | |
Acetyl-CoA carboxylase | Bacteroides thetaiotaomicron | 1.463E–02 | −3.39 | 0.002282365 | 0.014634670 | |
Acyl carrier malonyltransferase | Bacteroides thetaiotaomicron | 1.110E–02 | −3.76 | 0.001535573 | 0.011100064 | |
Beta ketoacyl acyl carrier protein | Parasutterella excrementihominis | 1.182E–02 | −3.6 | 0.001679678 | 0.011815909 | |
Long-chain fatty acid CoA ligase | Acetatifactur muris | 2.075E–02 | 2.1 | 0.004208897 | 0.020745468 | |
Amino acid metabolismc | Isoleucine tRNA ligase | Bacteroides thetaiotaomicron | 1.419E–0 | −3.43 | 0.002190388 | 0.014189590 |
Leucine tRNA ligase | Bacteroides thetaiotaomicron | 1.566E–02 | −3.3 | 0.002510489 | 0.015657878 | |
Tryptophan tRNA ligase | Dubosiella newyorkensis | 1.557E–02 | −3.31 | 0.002489752 | 0.015570720 | |
Tryptophan synthase | Bacteroides thetaiotaomicron | 9.214E–03 | −4.01 | 0.001215979 | 0.009213813 | |
Faecalibaculum rodentium | 1.951E–02 | −2.9 | 0.003771024 | 0.019505084 | ||
Branched-chain amino acid transaminase | Acutalibacter muris | 1.950E–02 | −2.96 | 0.003768102 | 0.019500525 | |
Chorismate synthase | Parasutterella excrementihominis | 2.021E–02 | −2.92 | 0.003967455 | 0.020212716 | |
Nucleotide metabolism | Ribonucleoside diphosphate reductase | Parasutterella excrementihominis | 6.064E–03 | −4.48 | 0.000787853 | 0.006064403 |
Hypoxanthine phosphoribosyltransferase | Faecalibaculum rodentium | 6.568E–03 | −4.39 | 0.000856150 | 0.006567651 | |
Purine nucleoside phosphorylase | Bacteroides thetaiotaomicron | 9.383E–03 | −3.98 | 0.001243739 | 0.009382987 | |
Biosynthetic pathway to cobalamin | Precorrin 2 dehydrogenases | Faecalibaculum rodentium | 2.315E–02 | −2.73 | 0.005085668 | 0.023150662 |
Oxidative metabolism and CoA synthesis pathway | Succinate CoA ligase ADP forming | Bacteroides thetaiotaomicron | 1.430E–02 | −3.42 | 0.002212495 | 0.014301774 |
Dephospho-CoA kinase | Dubosiella newyorkensis | 1.779E–02 | −3.14 | 0.003048271 | 0.017789402 | |
Glycolysis and fermentation pathways | Pyruvate kinase | Bacteroides thetaiotaomicron | 1.743E–02 | −3.16 | 0.002959204 | 0.017426635 |
Dubosiella newyorkensis | 2.144E–02 | −2.82 | 0.004491714 | 0.021443220 |
Identification of genes and associated taxa was performed using the Humann3 tool, and statistical evaluation to determine statistically significant changes was performed with Maaslin2 from a multivariate mixed-effects model. The table shows the metabolic pathway, the genes involved in this pathway, the taxa associated with these genes, the false discovery rate (FDR), the effect size in infected mice, and the P and q statistical significance values. CoA, coenzyme A.
That is, beta-oxidation and fatty acid synthesis and metabolism.
That is, the synthesis of SCFAs (leucine, valine, and isoleucine), the synthesis of ornithine, the synthesis of arginine, and the synthesis of chorismate (a derivative of shikimic acid metabolism and precursor of aromatic amino acids such as phenylalanine, tryptophan, and tyrosine).