The albumin level (p < 0.001), the hemoglobin level (p = 0.033), the TNM stage (p = 0.004), the Eastern Cooperative Oncology Group Performance Status (ECOG-PS) score (p < 0.001), hypocalcemia (p = 0.006), renal insufficiency (p = 0.035), and the efficacy of sodium supplementation (p = 0.006) were significantly associated with 30-day mortality. The gene discussed is ALB; the disease is Renal insufficiency.