Compared with young and middle-aged patients, elderly patients were more likely to be complicated with underlying diseases such as cardiovascular disease, abnormal liver, and kidney function, and these basic diseases may cause patients’ albumin levels to be lower than normal. The gene discussed is ALB; the disease is cardiovascular disorder.