In conclusion, we identified two hub genes (FOS and PTGS2) involved in CKD and PANoptosis using the validation dataset, Nephroseq v5 online dataset, immunohistochemistry, and western blotting. This evidence concerns the gene PTGS2 and chronic kidney disease.