In conclusion, our study demonstrates that pyroptosis plays an essential role in the pathogenesis of VC in CKD, and Irisin ameliorates the development of VC by promoting autophagy, reducing oxidative stress, and suppressing NLRP3-dependent pyroptosis pathway. This evidence concerns the gene NLRP3 and chronic kidney disease.