Lastly, our established nomogram integrated albumin, Model for End-Stage Liver Disease-Sodium (MELD-Na) score, and distinct overlapping BC abnormalities, demonstrating moderate accuracy, sufficient calibration, and clinical benefits for prognostication. The gene discussed is ALB; the disease is breast cancer.