PAOS reduced the amounts of LPS producing bacteria, such as Bacteroidetes and Proteobacteria, and then inhibited the downstream TLR4/MAPK/NF-κB pathway in DM mice. This evidence concerns the gene TLR4 and diabetes mellitus.