When compared to the normal group, the diabetes model group's mRNA expression levels for LBP, TLR4, MyD88, NF-κB, AP-1, and IRF-3 were significantly higher (p < 0.05); after taurine treatment, we discovered that these mRNA levels had decreased significantly (p < 0.05). Here, IRF3 is linked to diabetes mellitus.