Twisk J W, Kemper H C, Mellenbergh D J, van Mechelen W
EMGO Institute, Faculty of Medicine, Vrije Universiteit, Amsterdam, The Netherlands.
Prev Med. 1996 May-Jun;25(3):355-64. doi: 10.1006/pmed.1996.0066.
Tracking analysis of serum cholesterol (TC), high-density lipoprotein cholesterol (HDL-C) and the TC/HDL-C ratio was carried out by a new method based on generalized estimating equations (GEE).
Longitudinal data were derived from the Amsterdam Growth and Health Study, in which 181 subjects were measured six times from age of 13 years to the age of 27 years.
Tracking coefficients (interpretable as coefficients of stability over time) calculated over a 15-year period with GEE for TC were 0.71 [95% confidence interval (CI) 0.60-0.74]; for HDL-C, males, 0.51 (95% CI 0.34-0.69); for HDL-C, females, 0.65 (95% CI 0.53-0.77); and for the TC/HDL-C ratio 0.71 (95% CI 0.63-0.79). The changes in TC were positively influenced by both body fatness (standardized regression coefficient beta = 0.13; 95% CI 0.04-0.21) and daily physical activity (beta = 0.08; 95% CI 0.00-0.16), and the changes in the TC/HDL-C ratio were positively influenced by body fatness (beta = 0.11; 95% 0.03-0.19).
GEE tracking coefficients for TC and for the TC/HDL-C ratio were higher than the coefficients for HDL-C. Furthermore, multivariate analyses showed a positive influence of body fatness and daily physical activity measured at 13 years of age on the changes in TC over time. No relations were found between any of the biological, psychological, or lifestyle parameters and the changes in HDL-C, while the changes in the TC/HDL-C ratio were positively related to body fatness measured at 13 years of age.
采用基于广义估计方程(GEE)的新方法对血清胆固醇(TC)、高密度脂蛋白胆固醇(HDL-C)及TC/HDL-C比值进行追踪分析。
纵向数据源自阿姆斯特丹生长与健康研究,其中181名受试者从13岁至27岁期间接受了6次测量。
采用GEE在15年期间计算得出的TC追踪系数(可解释为随时间变化的稳定性系数)为0.71[95%置信区间(CI)0.60 - 0.74];HDL-C方面,男性为0.51(95% CI 0.34 - 0.69),女性为0.65(95% CI 0.53 - 0.77);TC/HDL-C比值为0.71(95% CI 0.63 - 0.79)。TC的变化受到体脂(标准化回归系数β = 0.13;95% CI 0.04 - 0.21)和日常体育活动(β = 0.08;95% CI 0.00 - 0.16)的正向影响,TC/HDL-C比值的变化受到体脂的正向影响(β = 0.11;95% 0.03 - 0.19)。
TC和TC/HDL-C比值的GEE追踪系数高于HDL-C的系数。此外,多变量分析显示,13岁时测量的体脂和日常体育活动对TC随时间的变化有正向影响。未发现任何生物学、心理或生活方式参数与HDL-C的变化之间存在关联,而TC/HDL-C比值的变化与13岁时测量的体脂呈正相关。