Development of a risk prediction model for incident hypertension in a working-age Japanese male population.
The aim of this study was to develop a risk prediction model for incident hypertension in a Japanese male population. Study participants included 15,025 nonhypertensive Japanese male workers (mean age, 38.8±8.9 years) who underwent an annual medical checkup at a company. The participants were followed-up for a median of 4.0 years to determine new-onset hypertension, defined as a systolic blood pressure (BP) ⩾140 mm Hg, a diastolic BP ⩾90 mm Hg, or the initiation of antihypertensive medication. Participants were divided into the following two cohorts for subsequent analyses: the derivation cohort (n=12,020, 80% of the study population) and the validation cohort (n=3005, the remaining 20% of the study population). In the derivation cohort, a multivariate Cox proportional hazards model demonstrated that age, body mass index, systolic and diastolic BP, current smoking status, excessive alcohol intake and parental history of hypertension were independent predictors of incident hypertension. Using these variables, a risk prediction model was constructed to estimate the 4-year risk of incident hypertension. In the validation cohort, the risk prediction model demonstrated high discrimination ability and acceptable calibration, with a C-statistic of 0.861 (95% confidence interval 0.844, 0.877) and a modified Hosmer-Lemeshow χ2 statistic of 15.2 (P=0.085). A risk score sheet was constructed to enable the simple calculation of the approximate 4-year probability of incident hypertension. In conclusion, a practical risk prediction model for incident hypertension was successfully developed in a working-age Japanese male population.
Department of Hygiene and Public Health, Nippon Medical School, Tokyo, Japan.
Toshiaki
T
Otsuka
Department of Hygiene and Public Health, Nippon Medical School, Tokyo, Japan.
Yuko
Y
Kachi
Industrial Safety and Health Center, Canon Inc., Tokyo, Japan.
Hirotaka
H
Takada
Department of Hygiene and Public Health, Nippon Medical School, Tokyo, Japan.
Katsuhito
K
Kato
Department of Internal Medicine and Cardiology, Nippon Medical School Tama Nagayama Hospital, Tokyo, Japan.
Eitaro
E
Kodani
Cardiovascular Center, Nippon Medical School Chiba Hokusoh Hospital, Chiba, Japan.
Chikao
C
Ibuki
Department of Internal Medicine and Cardiology, Nippon Medical School Tama Nagayama Hospital, Tokyo, Japan.
Yoshiki
Y
Kusama
Department of Hygiene and Public Health, Nippon Medical School, Tokyo, Japan.
Tomoyuki
T
Kawada
D000328:Adult; D000367:Age Factors; D044466:Asian People; D001794:Blood Pressure / Q000502:physiology*; D015992:Body Mass Index; D006801:Humans; D006973:Hypertension / Q000453:epidemiology* / Q000503:physiopathology; D015994:Incidence; D007564:Japan / Q000453:epidemiology; D008297:Male; D008875:Middle Aged; D008962:Models, Theoretical; D015995:Prevalence; D012306:Risk; D018570:Risk Assessment; D012907:Smoking / Q000453:epidemiology