Pyörälä M, Miettinen H, Halonen P, Laakso M, Pyörälä K
Department of Medicine, University of Kuopio, Kuopio, Finland.
Arterioscler Thromb Vasc Biol. 2000 Feb;20(2):538-44. doi: 10.1161/01.atv.20.2.538.
The interpretation of conventional multivariate analyses concerning the relation of insulin to the risk of atherosclerotic disease is complex because of correlations of insulin with other risk factors. Therefore, we applied factor analysis to study the clustering of risk factors in the baseline data of the Helsinki Policemen Study (970 healthy men aged 34 to 64 years) and investigated whether these clusterings predict coronary heart disease (CHD) and stroke risk. Areas under the glucose and insulin response curves (AUC glucose and AUC insulin) were used to reflect glucose and insulin levels during oral glucose tolerance tests. During the 22-year follow-up, 164 men had a CHD event, and 70 men had a stroke. Factor analysis of 10 risk factor variables produced 3 underlying factors: insulin resistance factor (comprising body mass index, subscapular skinfold, AUC insulin, AUC glucose, maximal O(2) uptake, mean blood pressure, and triglycerides), lipid factor (cholesterol and triglycerides), and lifestyle factor (physical activity and smoking). In multivariate Cox models, the age-adjusted hazard ratio for insulin resistance factor during the 22-year follow-up was 1.28 (95% CI 1.10 to 1.50) with regard to CHD risk and 1.64 (95% CI 1.29 to 2.08) with regard to stroke risk. Lipid factor predicted the risk of CHD but not that of stroke, and lifestyle factor predicted a reduced CHD risk. Factor analysis including only 6 risk factor variables proposed to be central components of insulin resistance syndrome (body mass index, subscapular skinfold, AUC insulin, AUC glucose, mean blood pressure, and triglycerides) produced only a single insulin resistance factor that predicted the risk of CHD and stroke independently of other risk factors.
由于胰岛素与其他风险因素之间存在相关性,因此关于胰岛素与动脉粥样硬化疾病风险关系的传统多变量分析的解释很复杂。因此,我们应用因子分析来研究赫尔辛基警察研究(970名年龄在34至64岁之间的健康男性)基线数据中的风险因素聚类情况,并调查这些聚类是否能预测冠心病(CHD)和中风风险。葡萄糖和胰岛素反应曲线下面积(AUC葡萄糖和AUC胰岛素)用于反映口服葡萄糖耐量试验期间的葡萄糖和胰岛素水平。在22年的随访期间,164名男性发生了冠心病事件,70名男性发生了中风。对10个风险因素变量进行因子分析产生了3个潜在因素:胰岛素抵抗因素(包括体重指数、肩胛下皮褶厚度、AUC胰岛素、AUC葡萄糖、最大摄氧量、平均血压和甘油三酯)、脂质因素(胆固醇和甘油三酯)和生活方式因素(身体活动和吸烟)。在多变量Cox模型中,22年随访期间胰岛素抵抗因素的年龄调整风险比在冠心病风险方面为1.28(95%CI 1.10至1.50),在中风风险方面为1.64(95%CI 1.29至2.08)。脂质因素可预测冠心病风险,但不能预测中风风险,而生活方式因素可预测冠心病风险降低。仅对6个被认为是胰岛素抵抗综合征核心组成部分的风险因素变量(体重指数、肩胛下皮褶厚度、AUC胰岛素、AUC葡萄糖、平均血压和甘油三酯)进行因子分析,仅产生了一个独立于其他风险因素预测冠心病和中风风险的单一胰岛素抵抗因素。