The mechanism of how FXR regulates detoxification gene expression remains largely unclear. It has been reported that FXR may regulate the expression of detoxification genes such as
Abcb1a,
Fmo3, and
Gsta2 directly in mice
24. However, FXR may indirectly regulate the mRNA levels of detoxification genes. Metabolomics plays important roles in pharmacological research, including discovering biomarkers for diseases and explaining the mechanism of action of drugs
98. Therefore, we analyzed metabolite profiles of the liver of D-gal treated mice to explore whether OCA could increase the internal Pxr and Car transactivity as well as the influence on aging using LC–MS and GC–MS. In LC–MS assay, unsupervised principal component analysis (PCA) showed the distribution of the samples among the control, model, and OCA group (
Fig. 10A). And in a supervised OPLS-DA, there was good separation between the OCA and model group, indicating that metabolic perturbation had occurred in OCA and model group (
Fig. 10B). Volcano plots were used to determine the difference in metabolites between the model and OCA group. Based on VIP >1, FC > 1 and
P < 0.05 values, 62 metabolites were upregulated, and 90 metabolites were downregulated in the liver of OCA-treated mice analyzed by LC–MS (
Fig. 10C). KEGG clarified the metabolic pathways upregulated after OCA treatment, including pantothenate and CoA biosynthesis,
β-alanine metabolism, glycine, serine, and threonine metabolism, fatty acid degradation, glycerophospholipid metabolism, pyrimidine metabolism (
Fig. 10D). Pantothenate, as a vitamin, is required to sustain life, and it is needed to form CoA and is critical in the metabolism and synthesis of protein, fat, and carbohydrates, it had been reported that pantothenate acid is a lifespan-extending agent, and it might have anti-aging effect by itself or by synthesizing other vitamins
99. Meanwhile, the pyrimidine metabolism pathway is identified to be associated with aging regulation, and supplementation of pyrimidine intermediates could extend the lifespan of nematodes
100,101.
β-Alanine metabolism and glycerophospholipid metabolism also played important roles in the aging process, which involved in tricarboxylic acid cycle (TCA cycle) participating in several aging-regulating mechanisms
102. Glycine, serine, and threonine metabolism were significantly enriched in aged males receiving young feces transplantation
103. Fatty acid degradation is responsible for energy production, and its products are also involved in the TCA cycle, which subsequently benefits lifespan-extending. In the GC–MS assay, there were significant differences among the OCA, model, and control group, as shown in PCA (Supporting Information Fig. S7A), indicating the liver metabolic profiles of the three groups were significantly different. The OPLS-DA showed the potential differential metabolites between OCA and the model group (Fig. S7B). Volcano plot analyzed by GC–MS indicated that 9 metabolites were upregulated, and 53 metabolites were downregulated (
Fig. 10E). Metabolic pathway enrichment analysis of differential metabolites based on the KEGG database showed that the top 20 pathways were butanoate metabolism, GABAergic synapse, cAMP signaling pathway, alanine, aspartate and glutamate metabolism, synthesis and degradation of ketone bodies, estrogen signaling pathway, GnRH secretion, D-glutamine and D-glutamate metabolism, HIF-1 signaling pathway, oxidative phosphorylation and citrate cycle, etc (
Fig. 10F), which were correlated with lipid metabolism and aging regulation effects
104. Taken together, the metabolomics data indicate that OCA could reverse the metabolism disorder, and the differential metabolites may be mediators of lifespan extension.