It elucidated that hirudin restores gut microbiota homeostasis, repairs the intestinal epithelial barrier, and delays the decline in renal function in CKD by regulating the “gut-kidney axis” disorder and inhibiting the activation of the NLRP3-ASC-caspase-1 inflammasome pathway. Here, CASP1 is linked to chronic kidney disease.