However, systemic SDF-1 expression in CKD patients differs from in vivo models, with one study showing higher serum and SDF-1 levels in dialysis patients with chronic renal failure than in healthy controls (58), which aligns with our findings. This evidence concerns the gene CXCL12 and chronic kidney disease.