In conclusion, our study reveals a significant nonlinear, U-shaped relationship between transferrin saturation (TS) and all-cause mortality in patients with coronary artery disease (CAD), with an inflection point at 30.5%. The gene discussed is TF; the disease is coronary artery disorder.