HRA model for hypercholesterolemia based on a longitudinal health database.
To evaluate the risk factors for hypercholesterolemia, we examined 4,371 subjects (3,207 males and 1,164 females) who received medical checkups more than twice at an AMHTS in Tokyo during the period from 1976 through 1991; and whose serum total cholesterol was under 250 mg/dl. The mean follow-up duration was 6.6 years. A self-registering questionnaire was administered at the time of the health checkup. The endpoint of this study was the onset of hypercholesterolemia when the level of serum total cholesterol was 250 mg/dl and over. We compared two prognosis groups (normal and hypercholesterol) in terms of age, examination findings and lifestyle. After assessing each variable, we employed Cox's proportional hazards model analysis to determine the factors related to the occurrence of hypercholesterolemia. According to proportional hazards model analysis, total cholesterol, triglyceride and smoking at the beginning, and hypertension during the observation period were selected in males; and total cholesterol at the beginning and age were selected in females to determine the factors related to the occurrence of hypercholesterolemia.
Takahashi
E
E
Dept of Preventive Medicine, St. Marianna University School of Medicine, Japan.
Kishimoto
T
T
Iida
Y
Y
Yoshida
K
K
Miyakawa
M
M
Sugimori
H
H
Izuno
T
T
Okazaki
N
N
Tamura
M
M
Hinohara
S
S
D000328:Adult; D017668:Age of Onset; D016009:Chi-Square Distribution; D002784:Cholesterol / Q000097:blood; D016208:Databases, Factual; D005260:Female; D005500:Follow-Up Studies; D006801:Humans; D006937:Hypercholesterolemia / Q000453:epidemiology* / Q000209:etiology; D006973:Hypertension / Q000150:complications; D007564:Japan / Q000453:epidemiology; D008137:Longitudinal Studies; D008297:Male; D008875:Middle Aged; D015233:Models, Statistical; D015999:Multivariate Analysis; D015995:Prevalence; D011379:Prognosis; D016016:Proportional Hazards Models; D018570:Risk Assessment; D012727:Sex Characteristics; D012907:Smoking / Q000009:adverse effects / Q000453:epidemiology; D011795:Surveys and Questionnaires; D014280:Triglycerides / Q000097:blood
D014280:Triglycerides; D002784:Cholesterol