Based on the cross-sectional data of the National Health and Nutrition Examination Survey (NHANES) in the United States from 2017 to 2020 obtained through complex sampling weighted analysis, this study confirmed a linear positive correlation between red blood cell distribution width and albumin ratio (RAR) and the prevalence of hypertension. The gene discussed is ALB; the disease is Hypertension.