Suppr超能文献

慢性阻塞性肺疾病中规律体育活动效果研究中的时间依存性混杂:边际结构模型的应用

Time-dependent confounding in the study of the effects of regular physical activity in chronic obstructive pulmonary disease: an application of the marginal structural model.

作者信息

Garcia-Aymerich Judith, Lange Peter, Serra Ignasi, Schnohr Peter, Antó Josep M

机构信息

Centre for Research in Environmental Epidemiology, Barcelona, Catalonia, Spain.

出版信息

Ann Epidemiol. 2008 Oct;18(10):775-83. doi: 10.1016/j.annepidem.2008.05.003. Epub 2008 Aug 16.

Abstract

PURPOSE

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.

METHODS

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.

RESULTS

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).

CONCLUSION

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.

摘要

目的

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。

方法

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。

结果

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)。

结论

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。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验