Our findings from a pathological analysis reveal a notable decrease in calcium deposits within the tunica media following empagliflozin treatment in CKD ApoE−/− mice subjected to a high-phosphorus-diet-induced VC. This evidence concerns the gene APOE and chronic kidney disease.