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2 "Clustering"
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Clustering of Risk Variables in Insulin Resistance Syndrome in Jungup District, Korea.
Sang Wook Kim, Myung Hoe Huh, Young Il Kim, Jin Yub Kim, Eun Sook Kim, Moo Song Lee, Joong Yeol Park, Sung Kwan Hong, Ki Up Lee
Korean Diabetes J. 1999;23(6):843-856.   Published online January 1, 2001
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BACKGROUND
Insulin resistance syndrome (IRS), a clustering of hypertension, impaired glucose tolerance, low HDL cholesterol and high triglyceride, is prevalent in Korea. We studied the correlational structure of IRS using factor analysis to evaluate whether a single process underlies in the clustering of these risk factors. METHODS: Factor analysis was performed using data from 1,018 non-diabetic subjects (388 men and 630 women) who participated in the Jungup epidemiological study. RESULTS: Factor analysis reduced 9 correlated risk factors to 4 independent factors, each reflecting a different aspect of IRS: hypertension factor (increased systolic and diastolic blood pressure), glucose intolerance factor (increased fasting and postload glucose), obesity factor (increased body mass index, waist circumference, and increased insulin), and dyslipidemia factor (increased trigly- cerides and decreased HDL cholesterol). Increased insulin was also loaded into dyslipidemia factor in men and glucose intolerance factor in women. These factors explained about 70% of the total variance in the data. Three factors such as the glucose intolerance factor, the dyslipidemia factor and the obesity factor, were linked through mutual association with hyperinsulinemia, while hypertension factor was not associated with hyperin- sulinemia. Age-adjusted mean BP by BMI tertile and fasting insulin level tertile for men and women increased progressively with increase in BMI in men and women. There was no significant elevation of mean BP according to increase in fasting insulin level. In contrast to premenopausal women in whom hyperinsulinemia show mutual association with the glucose intolerance factor, the dyslipidemia factor, and the obesity factor, hyperinsulinemia was only loaded into obesity factor in postmenopausal women. CONCLUSION: These results suggested that more than one process underlies the clustering of IRS. In sulin resistance alone did not seem to be the single underlying mechanism of IRS. Especially, hypertension was not correlated with hyperin- sulinemia.
The Characteristics of Insulin-resistance Syndrome in the Korean Population.
Jin Sung Kim, Gun Sang Park, Yun Yong Lee, Do Joon Park, Chan Soo Shin, Kyong Soo Park, Seong Yeon Kim, Bo Youn Cho, Hong Kyu Lee, Chang Soon Koh, Hyeon Kyu Kim, Yong Soo Park, Soon Ja Kwon
Korean Diabetes J. 1998;22(1):84-92.   Published online January 1, 2001
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AbstractAbstract PDF
BACKGROUND
Insulin-resistance syndrome or syndrome X which includes diabetes mellitus, hypertension, dyslipidemia, and obesity has been regarded as one of the mechanisms involved in the atherosclerotic disease. This study was performed to evaluate the prevalence of each camponent of insulin-resistance syndrome. We have also analyzed the clustering of insulin-resistance syndrome according to fasting insulin levels in subjects who participated in the Younchon county diabetes prevalence study in 1993. METHOD: One thousand, eight hundred and eleven subjects among 2520 subjects over 30 years-old were enrolled, We investigated the prevalence of 5 metabolic syndromes: glucose intolerance(impaired glucose tolerance and diabetes mellitus by WHO criteria), hypertension(diastolic blood pressure >95 mmHg), Hypertriglyceridemia(triglyceride >2.26 mmol/L), low HDL cholesterolemia(HDL cholesterol <0.91 mmol/ L) and obesity(body mass index >25 kg/m) according to fasting serum insulin level. RESULTS: The prevalence of glucose intolerance (diabetes mellitus and impaired glueose tolerance), hypertension, hypertriglyceridemia, low HDI, cholesterolemia and obestiy were 18.2%, 21.3%, 10.9%, 45.6% and 36.3%, respectively. According to the four quartiles(quartile 1, 2, 3, 4) of fasting serum insulin level, the prevalence rate of each metaboic syndrome was as follows: 9.5%, 15.6%, 22.8% and 25.0% for glucose intolerance; 18.7%, 17.5%, 21.1% and 27.9% for hypertension; 5.0%, 8.1%, 13 8% and 16.9% for hypertriglyceridemia; 37.9%, 46.6%, 46.5% and 51.6% for low HDL cholesterolemia; 19.2%, 30.1%, 40.8% and 55.4% for obesity. As the fasting insulin levels increase, the clustering of 2 or more disease increase. CONCLUSION: Metabolic syndromes associated with insulin-resistance are relatively common disorders in the Korean population. The prevalence and clustering of metabolic abnormalities also increase as serum insulin level increases in Korean population.

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