Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California; Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California; Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California.
Am J Cardiol. 2019 Oct 1;124(7):1031-1037. doi: 10.1016/j.amjcard.2019.06.022. Epub 2019 Jul 15.
Metabolic profile and ApoE4 genotype have effects on coronary heart disease. We examined the interaction between these factors on subclinical atherosclerosis in postmenopausal women from the Early versus Late Intervention Trial with Estradiol (n = 497). Based on nine metabolic biomarkers (fasting blood glucose, insulin sensitivity, ketones, triglycerides, high-density lipoprotein, low-density lipoprotein, hemoglobin A1c, and blood pressure), K-means clustering categorized women into three distinct phenotypes: healthy, high blood pressure, and poor metabolic. ApoE4 genotype was classified as either ApoE4+ or ApoE4-. General linear models tested whether the cross-sectional association between metabolic phenotypes and common carotid intima media thickness (CIMT) differed by ApoE4 genotype. Mixed effects linear models evaluated the modifying role of ApoE4 genotype on the association of metabolic phenotype with CIMT progression over a median follow-up of 4.8 years. In cross-sectional analysis, ApoE4+ women with poor metabolic phenotype had the highest CIMT compared with all other groups. In ApoE4- women, CIMT was significantly lower in those classified as healthy compared with high blood pressure phenotype (p = 0.004). In ApoE4+ women, CIMT was significantly higher in those with poor metabolic phenotype compared with healthy (p = 0.0003) and high blood pressure (p = 0.001) phenotypes. These results indicate that metabolic phenotype had a negative effect on CIMT in women with ApoE4+ but not ApoE4- (interaction p = 0.001). These effects were not observed on CIMT progression in longitudinal analysis. In conclusion, ApoE4+ women are more likely to have higher levels of subclinical atherosclerosis if their metabolic phenotype is poor compared with ApoE4+ women without poor metabolic profile and ApoE4- women.
代谢特征和载脂蛋白 E4 基因型对冠心病有影响。我们在来自雌二醇早期与晚期干预试验(n=497)的绝经后妇女中,研究了这些因素对亚临床动脉粥样硬化的相互作用。基于 9 项代谢生物标志物(空腹血糖、胰岛素敏感性、酮体、甘油三酯、高密度脂蛋白、低密度脂蛋白、糖化血红蛋白和血压),K-均值聚类将女性分为三种不同表型:健康、高血压和代谢不良。载脂蛋白 E4 基因型分为载脂蛋白 E4+或载脂蛋白 E4-。一般线性模型检验代谢表型与颈总动脉内膜中层厚度(CIMT)之间的横断面关联是否因载脂蛋白 E4 基因型而异。混合效应线性模型评估了载脂蛋白 E4 基因型对代谢表型与 CIMT 进展的关联的修饰作用,中位随访时间为 4.8 年。在横断面分析中,载脂蛋白 E4+、代谢不良表型的女性 CIMT 最高,与其他所有组相比。在载脂蛋白 E4-女性中,与高血压表型相比,健康表型的 CIMT 显著较低(p=0.004)。在载脂蛋白 E4+女性中,与健康(p=0.0003)和高血压(p=0.001)表型相比,代谢不良表型的 CIMT 显著更高。这些结果表明,代谢表型对载脂蛋白 E4+女性的 CIMT 有负面影响,但对载脂蛋白 E4-女性没有(交互作用 p=0.001)。在纵向分析中,这些影响未观察到 CIMT 进展。总之,如果载脂蛋白 E4+女性的代谢表型不良,与没有不良代谢特征的载脂蛋白 E4+女性和载脂蛋白 E4-女性相比,她们更有可能出现更高水平的亚临床动脉粥样硬化。