Section of Social Medicine, Department of Public Health, Faculty of Health Sciences, University of Copenhagen, Øster Farimagsgade 5, 1014, Copenhagen, Denmark.
Eur J Epidemiol. 2013 Feb;28(2):149-57. doi: 10.1007/s10654-012-9745-z. Epub 2012 Nov 20.
Educational-related gradients in coronary heart disease (CHD) and mediation by behavioral risk factors are plausible given previous research; however this has not been comprehensively addressed in absolute measures. Questionnaire data on health behavior of 69,513 participants, 52 % women, from seven Danish cohort studies were linked to registry data on education and incidence of CHD. Mediation by smoking, low physical activity, and body mass index (BMI) on the association between education and CHD were estimated by applying newly proposed methods for mediation based on the additive hazards model, and compared with results from the Cox proportional hazards model. Short (vs. long) education was associated with 277 (95 % CI: 219, 336) additional cases of CHD per 100,000 person-years at risk among women, and 461 (95 % CI: 368, 555) additional cases among men. Of these additional cases 17 (95 % CI: 12, 22) for women and 37 (95 % CI: 28, 46) for men could be ascribed to the pathway through smoking. Further, 39 (95 % CI: 30, 49) cases for women and 94 (95 % CI: 79, 110) cases for men could be ascribed to the pathway through BMI. The effects of low physical activity were negligible. Using contemporary methods, the additive hazards model, for mediation we indicated the absolute numbers of CHD cases prevented when modifying smoking and BMI. This study confirms previous claims based on the Cox proportional hazards model that behavioral risk factors partially mediates the effect of education on CHD, and the results seems not to be particularly model dependent.
基于先前的研究,教育相关的冠心病(CHD)梯度以及行为风险因素的中介作用是合理的;然而,在绝对指标方面,这一点尚未得到全面解决。来自丹麦的七个队列研究的 69513 名参与者(52%为女性)的健康行为问卷数据与教育和 CHD 发病率的登记数据相关联。通过应用基于加性风险模型的新提出的中介方法,估计了吸烟、低体力活动和体重指数(BMI)对教育与 CHD 之间关联的中介作用,并将结果与 Cox 比例风险模型的结果进行了比较。在女性中,受教育程度较短(与较长)与每 10 万人年风险中额外发生的 CHD 病例数相关,分别为 277(95%CI:219,336),而在男性中为 461(95%CI:368,555)。在这些额外的病例中,女性有 17 例(95%CI:12,22),男性有 37 例(95%CI:28,46)可以归因于通过吸烟的途径。此外,女性有 39 例(95%CI:30,49),男性有 94 例(95%CI:79,110)可以归因于通过 BMI 的途径。体力活动不足的影响可以忽略不计。使用现代方法(加性风险模型)进行中介分析,我们指出了通过改变吸烟和 BMI 可以预防的 CHD 病例数。本研究证实了先前基于 Cox 比例风险模型的说法,即行为风险因素部分中介了教育对 CHD 的影响,而且结果似乎并不特别依赖于模型。