oronary heart disease (CHD) is still one of the major causes of deaths in Japan. 1 Moreover, CHD mortality is expected to increase in the near future because the lifestyles of the Japanese, such as their dietary habits, have become westernized. 2 Indeed, it has been reported that young Japanese patients with CHD who have multiple coronary risk factors, including hypertension, hyperlipidemia, and obesity, all of which might be associated with their lifestyles, have been increasing. 3 Therefore, it is important in the field of cardiovascular preventive medicine to identify those at risk of CHD in general populations.Increased arterial stiffness has been shown to be associated not only with several coronary risk factors, 4-11 but also with the future development of CHD. [12][13][14][15][16][17][18] Recently, the second derivative of the finger photoplethysmogram (SDPTG) has been developed as one of the non-invasive and convenient methods for pulse-wave analysis. [19][20][21] The SDPTG is obtained from double differentiation of the finger photoplethysmogram (PTG) and is thought to provide structural and functional properties of both central and peripheral arteries. 19 Indeed, an index calculated from the SDPTG showed a significant association with age, 19,20,[22][23][24] carotid arterial distensibility, 25 and the aortic augmentation index (AIx). 19,21 In addition, the SDPTG indices were independently influenced by several risk factors for atherosclerosis in patients with hypertension 23 and in the general population. 24 However, it is still unclear as to whether the SDPTG indices are related to the coronary risk factors, or moreover, the risk for the future development of CHD in apparently healthy individuals.Thus, we conducted a cross-sectional study in a Japanese community to assess the relationship between the SDPTG indices and coronary risk factors in subjects with no apparent atherosclerotic disorders. Furthermore, we calculated the Framingham risk score, 26 which has been used to estimate an individual's risk of CHD, and determined the optimal cut-off points of the SDPTG indices to discriminate individuals at risk of CHD.
Methods
Study PopulationIn the present study, 211 subjects (age: 63±15 years, range: 21-91 years, 93 males) who underwent both SDPTG recording and blood sampling after an overnight fast were recruited from the annual health examination in a community, Yamanashi, Japan, in 2004 and. Subjects with a history or presence of atherosclerotic disorders, such as CHD, stroke, and peripheral obstructive arterial disease, were excluded from the study. We also excluded subjects with renal dysfunction (serum creatinine ≥1.3 mg/dl) or patients who had taken medications for hypertension, hyperlipidemia, or diabetes mellitus. Subjects with abnormal Q-waves on the 12-lead electrocardiogram at rest were also excluded. This study protocol was approved by the