In our present study, TA had a beneficial effect on renal inflammation in DN mice by reducing the release of pro-inflammatory cytokines, along with suppressing the NLRP3/ASC/Caspase-1 signaling pathway, and further reduces renal interstitial fibrosis. Here, CASP1 is linked to inflammation.