Garcia-Aymerich Judith, Lange Peter, Serra Ignasi, Schnohr Peter, Antó Josep M
Centre for Research in Environmental Epidemiology, Barcelona, Catalonia, Spain.
Ann Epidemiol. 2008 Oct;18(10):775-83. doi: 10.1016/j.annepidem.2008.05.003. Epub 2008 Aug 16.
Results from longitudinal studies about the association between physical activity and chronic obstructive pulmonary disease (COPD) may have been biased because they did not properly adjust for time-dependent confounders. Marginal structural models (MSMs) have been proposed to address this type of confounding. We sought to assess the presence of time-dependent confounding in the association between physical activity and COPD development and course by comparing risk estimates between standard statistical methods and MSMs.
By using the population-based cohort Copenhagen City Heart Study, 6,568 subjects selected from the general population in 1976 were followed up until 2004 with three repeated examinations.
Moderate to high compared with low physical activity was associated with a reduced risk of developing COPD both in the standard analysis (odds ratio [OR] 0.76, p = 0.007) and in the MSM analysis (OR 0.79, p = 0.025). In the subgroup with COPD (n = 2,226), high physical activity was associated with a reduced risk of COPD admissions during follow-up (standard, incidence rate ratio, 0.74; p = 0.096; MSM, 0.68, p = 0.044), and with a reduced risk of mortality (standard, hazard ratio 0.80, p = 0.001; MSM, 0.81, p = 0.008).
These results support the previously reported associations between physical activity and reduced risk of COPD development, hospitalizations, and mortality, thereby suggesting they were not due to time-dependent confounding.
关于体力活动与慢性阻塞性肺疾病(COPD)之间关联的纵向研究结果可能存在偏差,因为它们未对随时间变化的混杂因素进行恰当调整。已提出边际结构模型(MSM)来解决这类混杂问题。我们试图通过比较标准统计方法和MSM之间的风险估计值,评估体力活动与COPD发生及病程之间关联中随时间变化的混杂因素的存在情况。
利用基于人群的哥本哈根市心脏研究队列,从1976年的普通人群中选取6568名受试者,进行三次重复检查,随访至2004年。
在标准分析中(优势比[OR]0.76,p = 0.007)和MSM分析中(OR 0.79,p = 0.025),与低体力活动相比,中度至高度体力活动与患COPD风险降低相关。在患有COPD的亚组(n = 2226)中,高体力活动与随访期间COPD住院风险降低相关(标准分析,发病率比,0.74;p = 0.096;MSM,0.68,p = 0.044),且与死亡风险降低相关(标准分析,风险比0.80,p = 0.001;MSM,0.81,p = 0.008)。
这些结果支持先前报道的体力活动与COPD发生、住院和死亡风险降低之间的关联,从而表明它们并非由随时间变化的混杂因素所致。