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慢性阻塞性肺疾病患者的天气状况与日常身体活动变化之间的关联。

The association of weather conditions with day-to-day variability in physical activity in patients with COPD.

作者信息

Blondeel Astrid, Hermans Fien, Breuls Sofie, Wuyts Marieke, De Maeyer Nikolaas, Verniest Thessa, Derom Eric, Van Calster Ben, Janssens Wim, Troosters Thierry, Demeyer Heleen

机构信息

Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium.

Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium.

出版信息

ERJ Open Res. 2023 Nov 13;9(6). doi: 10.1183/23120541.00314-2023. eCollection 2023 Nov.

Abstract

BACKGROUND

While patients with COPD often cite weather conditions as a reason for inactivity, little is known about the relationship between physical activity (PA) and weather conditions. The present study investigated the association of day-to-day weather changes on PA in patients with COPD and investigated patient characteristics related to being more or less influenced by weather conditions.

METHODS

In this longitudinal analysis, device-based day-by-day step counts were objectively measured in COPD patients for up to 12 months. Daily meteorological data (temperature, precipitation, wind speed, hours of sunlight and daylight) were linked to the daily step count and individual and multivariable relationships were investigated using mixed-model effects. Individual R was calculated for every subject to investigate the estimated influence of weather conditions on a patient level and its relationship with patient characteristics.

RESULTS

We included 50 patients with a mean±sd follow-up time of 282±93 days, totalling 14 117 patient-days. Daily temperature showed a positive linear pattern up until an inflexion point, after which a negative association with increasing temperature was observed (p<0.0001). Sunshine and daylight time had a positive association with PA (p<0.0001). Precipitation and wind speed were negatively associated with PA (p<0.0001). The median per-patient R for overall weather conditions was 0.08, ranging from 0.00 to 0.42. No strong associations between patient characteristics and per-patient R were observed.

CONCLUSION

Weather conditions are partly associated with PA in patients with COPD, yet the overall explained variance of PA due to weather conditions is rather low and varied strongly between individuals.

摘要

背景

慢性阻塞性肺疾病(COPD)患者常将天气状况作为不活动的原因,但关于身体活动(PA)与天气状况之间的关系却知之甚少。本研究调查了COPD患者日常天气变化与PA之间的关联,并研究了受天气状况影响程度不同的患者特征。

方法

在这项纵向分析中,对COPD患者进行了长达12个月的基于设备的每日步数客观测量。将每日气象数据(温度、降水量、风速、日照时长和白昼时长)与每日步数相关联,并使用混合模型效应研究个体和多变量关系。计算每个受试者的个体R值,以研究天气状况在患者层面的估计影响及其与患者特征的关系。

结果

我们纳入了50例患者,平均±标准差随访时间为282±93天,总计14117个患者日。每日温度在达到一个拐点之前呈正线性模式,之后观察到与温度升高呈负相关(p<0.0001)。日照和白昼时长与PA呈正相关(p<0.0001)。降水量和风速与PA呈负相关(p<0.0001)。总体天气状况下每位患者的R值中位数为0.08,范围为0.00至0.42。未观察到患者特征与每位患者R值之间有强关联。

结论

天气状况与COPD患者的PA部分相关,但由于天气状况导致的PA总体解释方差相当低,且个体间差异很大。

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