The gut microbiota metabolites exerting protection against DM were mainly involved in the following major signaling pathways: AGE-RAGE pathway, IL-17 pathway, HIF-1 pathway, VEGF signaling pathway, NF-kappa B pathway, PI3K/Akt pathway, etc. (Fig. 5A). Here, VEGFA is linked to diabetes mellitus.