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在生存分析中应用亥维赛德函数研究体力活动与心房颤动之间的关联:动脉粥样硬化多民族研究

The association between physical activity and atrial fibrillation applying the Heaviside function in survival analysis: the Multi-Ethnic Study of Atherosclerosis.

作者信息

Mokhayeri Yaser, Hashemi-Nazari Seyed Saeed, Mansournia Mohammad Ali, Soori Hamid, Khodakarim Soheila

机构信息

Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Safety Promotion and Injury Prevention Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

Epidemiol Health. 2017 Jun 18;39:e2017024. doi: 10.4178/epih.e2017024. eCollection 2017.

Abstract

OBJECTIVES

Although the effect of physical activity (PA) on the incidence of atrial fibrillation (AF) has been studied, contradictory results have been reported. Such discrepancies may reflect the different effects of various types of PA upon AF, as well as gender interactions. Therefore, we aimed to evaluate the associations of PA types (total, moderate/vigorous, and intentional), as well as walking pace, with AF risk in men and women.

METHODS

Using the Multi-Ethnic Study of Atherosclerosis Typical Week Physical Activity Survey, 3 PA measures and walking pace were calculated among 6,487 men and women aged 45-84 years. The incidence of AF over approximately 11 years of follow-up was ascertained. The association of each PA measure and walking pace with AF incidence was estimated using multivariable Cox proportional hazard models. An extended Cox model with Heaviside functions (hv) of time was used to estimate the effects of time-varying covariates.

RESULTS

During 11 years of follow-up (49,557 person-years), 242 new AF cases occurred. The incidence rate of AF was 48.83 per 10,000 person-years. The proportional hazard (PH) assumption for total PA among women was not met; hence, we used the hv to calculate the hazard ratio. Total PA in women in the hv2 analysis was negatively associated with AF in all 3 models, although for hv1 no significant association was observed. The PH assumption for walking pace among men was not met, and none of the hv showed a statistically significant association between walking pace and AF in men.

CONCLUSIONS

These results suggest that PA is inversely associated with AF in women.

摘要

目的

尽管已有研究探讨体力活动(PA)对心房颤动(AF)发病率的影响,但报告结果相互矛盾。这种差异可能反映了不同类型的PA对AF的不同影响,以及性别交互作用。因此,我们旨在评估PA类型(总PA、中度/剧烈PA和有意PA)以及步行速度与男性和女性AF风险的关联。

方法

利用动脉粥样硬化多民族典型周体力活动调查,在6487名年龄在45 - 84岁的男性和女性中计算了3种PA测量指标和步行速度。确定了约11年随访期间AF的发病率。使用多变量Cox比例风险模型估计每种PA测量指标和步行速度与AF发病率的关联。使用带有时间的Heaviside函数(hv)的扩展Cox模型来估计随时间变化的协变量的影响。

结果

在11年的随访期间(49557人年),发生了242例新的AF病例。AF的发病率为每10000人年48.83例。女性总PA的比例风险(PH)假设未得到满足;因此,我们使用hv来计算风险比。在hv2分析中,女性的总PA在所有三种模型中均与AF呈负相关,尽管在hv1中未观察到显著关联。男性步行速度的PH假设未得到满足,并且在男性中,没有一个hv显示步行速度与AF之间存在统计学上显著的关联。

结论

这些结果表明,PA与女性的AF呈负相关。

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