Patient-related factors contributing to the score included preoperative albumin levels <3.0 g/dL (3 points), ASA score per unit increase (3 points), hypertension (4 points), cardiovascular disease (3 points), and cerebrovascular disease (4 points). The gene discussed is ALB; the disease is Hypertension.