lustering of cardiovascular risk factors is significantly associated with hypertension 1 and increased risk of cardiovascular events. [2][3][4] Several epidemiological studies have reported that a high heart rate (HHR) is a predictor of cardiovascular and non-cardiovascular mortality, [5][6][7][8][9][10][11] and HHR has been associated with several cardiovascular risk factors, especially hypertension. 12 However, it is not certain whether the clustering of risk factors increases the risk for a higher HR or whether an accumulation of these risk factors is associated with HR even with a low HR (LHR). Our aim was to evaluate the association of HR with laboratory and clinical parameters and lifestyle factors such as smoking, drinking, and exercise habits in a screened cohort in Okinawa, Japan. Furthermore, we examined whether the clustering of cardiovascular risk factors increased the risk for HHR.
Methods
SubjectsIn 1997, the Okinawa General Health Maintenance Association (OGHMA) in Okinawa, Japan, held a one-day 'dry doc' clinic, in which 9,914 individuals participated, all of whom were over 18 years of age. The population of Okinawa at that time was 1,273,440 of whom 931,376 were over the age of 18 (Census, 1995). Thus the clinic particiJapanese Circulation Journal Vol. 65, November 2001 pants were about 1% of the general population aged 18 years or over. We excluded as subjects anyone who had been prescribed drugs for hypertension or heart disease, anyone who had not had an ECG recording, and anyone who had a record of ectopic beats or atrial fibrillation. Thus, a total of 8,508 subjects (5,299 men, 3,209 women; age range, 18-89 years) were examined. OGHMA operates the largest examination center in Okinawa, Japan 13 and the 'dry doc' program provides both a thorough physical examination for individuals and the health maintenance programs of companies and public organizations. About 10,000 people participate in this program each year. Individual histories of hypertension, diabetes mellitus, hyperlipidemia, smoking habits, drinking habits, and exercise habits are determined by self-administered questionnaires and physician interviews. Blood sampling is performed after overnight fasting. Trained nurses measure blood pressure twice using a standard sphygmomanometer after having the subject sit for 15 min. In the present study, the lower blood pressure value was used. An ECG was recorded after 2 min in the supine position. Height, body weight, fasting blood glucose, hemoglobin A1c (HbA1c), total cholesterol, triglyceride, and high-density lipoprotein cholesterol were measured for all subjects. Body mass index (BMI) was calculated as body weight (kg) divided by the square of the height (m 2 ). HR was calculated from the average of consecutive RR intervals in 5 s from the ECG recording.Hypertension was defined as systolic blood pressure ≥140 mmHg, diastolic blood pressure ≥90 mmHg, or antihypertensive drug use. Obesity was defined as BMI ≥25 kg/m 2 . Diabetes mellitus was defined as fasting blood glucose concentrati...