Within this study, we showed comparable causal effect estimates of alcohol intake on BP and hypertension risk in a sample of the Korean population, using both alcohol flushing and genetic variants associated with alcohol intake (including the ALDH2 rs671 polymorphism [G > A]) as separate IVs. Here, ALDH2 is linked to Hypertension.