Subgroup analysis based on age grouping showed that elevated PRAL was associated with an increased risk of hypertension in participants aged <60 years, with an OR of 1.31 (1.03–1.66) in Q4 compared with Q1, which was a statistically significant difference. The gene discussed is PRAL; the disease is Hypertension.