May Margaret, Sterne Jonathan A C, Shipley Martin, Brunner Eric, d'Agostino Ralph, Whincup Peter, Ben-Shlomo Yoav, Carr Andrew, Ledergerber Bruno, Lundgren Jens D, Phillips Andrew N, Massaro Joseph, Egger Matthias
Department of Social Medicine, University of Bristol, UK.
Int J Epidemiol. 2007 Dec;36(6):1309-18. doi: 10.1093/ije/dym135. Epub 2007 Jul 25.
Many HIV-infected patients on highly active antiretroviral therapy (HAART) experience metabolic complications including dyslipidaemia and insulin resistance, which may increase their coronary heart disease (CHD) risk. We developed a prognostic model for CHD tailored to the changes in risk factors observed in patients starting HAART.
Data from five cohort studies (British Regional Heart Study, Caerphilly and Speedwell Studies, Framingham Offspring Study, Whitehall II) on 13,100 men aged 40-70 and 114,443 years of follow up were used. CHD was defined as myocardial infarction or death from CHD. Model fit was assessed using the Akaike Information Criterion; generalizability across cohorts was examined using internal-external cross-validation.
A parametric model based on the Gompertz distribution generalized best. Variables included in the model were systolic blood pressure, total cholesterol, high-density lipoprotein cholesterol, triglyceride, glucose, diabetes mellitus, body mass index and smoking status. Compared with patients not on HAART, the estimated CHD hazard ratio (HR) for patients on HAART was 1.46 (95% CI 1.15-1.86) for moderate and 2.48 (95% CI 1.76-3.51) for severe metabolic complications.
The change in the risk of CHD in HIV-infected men starting HAART can be estimated based on typical changes in risk factors, assuming that HRs estimated using data from non-infected men are applicable to HIV-infected men. Based on this model the risk of CHD is likely to increase, but increases may often be modest, and could be offset by lifestyle changes.
许多接受高效抗逆转录病毒治疗(HAART)的HIV感染患者会出现代谢并发症,包括血脂异常和胰岛素抵抗,这可能会增加他们患冠心病(CHD)的风险。我们针对开始接受HAART治疗的患者中观察到的危险因素变化,开发了一种冠心病预后模型。
使用来自五项队列研究(英国地区心脏研究、卡菲利和斯皮德韦尔研究、弗雷明汉后代研究、白厅II研究)的数据,涉及13100名年龄在40 - 70岁的男性,随访时间达114443人年。冠心病定义为心肌梗死或冠心病死亡。使用赤池信息准则评估模型拟合度;通过内部 - 外部交叉验证检查各队列间的可推广性。
基于冈珀茨分布的参数模型拟合最佳。模型纳入的变量有收缩压、总胆固醇、高密度脂蛋白胆固醇、甘油三酯、血糖、糖尿病、体重指数和吸烟状况。与未接受HAART治疗的患者相比,接受HAART治疗且有中度代谢并发症的患者,估计的冠心病风险比(HR)为1.46(95%CI 1.15 - 1.86),有严重代谢并发症的患者为2.48(95%CI 1.76 - 3.51)。
假设使用未感染男性数据估计的HR适用于HIV感染男性,那么开始接受HAART治疗的HIV感染男性患冠心病风险的变化可根据危险因素的典型变化来估计。基于该模型,冠心病风险可能会增加,但通常增加幅度较小,且可能会被生活方式的改变所抵消。