In conclusion, our study reveals that age, monocytes, neutrophils, serum albumin, serum potassium, cardiovascular disease, diabetes mellitus, serum creatinine, and HbA1C are all significant factors tied to the risk of all-cause mortality in individuals with hypertension. The gene discussed is ALB; the disease is Hypertension.