GCG and type 2 diabetes mellitus: In order to further study the main biological functions of differential metabolites after probiotics and GLP-1 treatment of type 2 diabetes, we conducted enrichment analysis of KEGG signal pathway for differential metabolites (Figure 5A, Table 3).