Many experiments on the treatment of DKD rats by NPs have proved that TXNIP inhibits the occurrence of pyroptosis mediated by the activation of downstream NLRP3 inflammatory bodies when regulating oxidative stress. This evidence concerns the gene TXNIP and diabetic kidney disease.