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Exploratory analysis was conducted in a health screening data which had been collected in residents of Taegu city in 1986 to seek out items of serum chemistry associated with hypertension. Six-hundred residents mere than 20 years of age were sampled by the multistage cluster sampling method. Because blood sampling and blood pressure measurements were possible in 384 residents of 600, the rest of 216(36%) were replaced with the healthy visitors to the Department of Health checkup, matched with age and sex. Fivehundred eighty subjects were used in the defined above systolic blood pressure 141mmHg and/or diastolic pressure 91mmHg. The most common age group was under 29 years of age in both sexes, with 103(38.3%) in males and 125(40.2%) in females. Mean body weight of males was Hypertensives were 24(8. in males and 21(6.8%) in females. The items of serum chemistry which showed p values less than 0.25 were glucose, albumin, total cholesterol, ALP and AST in males and glucose, creatinine, albumin, total cholesterol, AST and ALT in females. After controlling age and body weight, glucose and AST showed slightly decreased regression coefficients(beta=0.030, S.E.=0.018, beta= 0.021, S.E.=0.012, respectively) and p values 0.09, 0.08 respectively while albumin, total cholesterol and ALP showed substantially larger p values than unadjusted ones in males. After controlling age and body weight, total cholesterol only remained statistically significant (beta=0.015, S. E. =0. 007, p=0.04). These results suggested that certain items of serum chemistry might be associated with hypertension.