Movement behaviors and cardiorespiratory fitness - a cross-sectional compositional data analysis among German adults.

IF 2.8 3区 医学 Q1 REHABILITATION BMC Sports Science Medicine and Rehabilitation Pub Date : 2025-03-28 DOI:10.1186/s13102-025-01112-7
Alexander Roosz, Martin Bahls, Sabina Ulbricht, Antje Ullrich, Anne Obst, Beate Stubbe, Ralf Ewert, Sabine Kaczmarek, Till Ittermann, Marcus Dörr, Lisa Voigt
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Abstract

Background: We investigated associations of movement behaviors (moderate-vigorous physical activity, light physical activity, and stationary time) with various parameters measured during cardiopulmonary exercise testing. We applied compositional data analysis to account for the relative contributions of different movement behaviors to the overall time budget of the waking day.

Methods: We used data from 1,396 participants of the cross-sectional population-based Study of Health in Pomerania (SHIP-TREND-1), who provided valid accelerometer data worn on the hip for seven days during waking hours and participated in cardiopulmonary exercise testing on a cycle ergometer (n = 1,396 participants with a mean age of 57.1 (SD 13.2, 51% men). Linear regression models applying compositional data analysis were used to examine associations of proportions of movement behaviors (exposure) with parameters derived during cardiopulmonary exercise testing (outcome) normalized for body weight and stratified by sex. Models were adjusted for age, education, smoking, and partnership, except the %predicted VO2peak model, where age was omitted, as it is part of the calculation of the %predicted VO2peak. In models examining O2pulse or HRmax, individuals using beta blockers were excluded.

Results: In males and females, more time spent in moderate-to-vigorous physical activity was associated with greater VO2VT1, VO2peak, and VO2 recovery after 60 s (all p < 0.01). Greater moderate-to-vigorous physical activity was also related to higher %predicted VO2peak and maximum heart rate in males and to higher VO2/work in females (all p < 0.01). In both sexes, more time in stationary time was associated with less %predicted VO2peak (p < 0.01). More light intensity physical activity was associated to higher %predicted VO2peak in both sexes and with lower VO2/work in women (all p < 0.01). Greater stationary time was related to less VO2/work, VO2VT1, and VO2peak in males and to less VO2 recovery after 60 s and O2pulse in females (p values < 0.05).

Conclusion: Moderate-to-vigorous physical activity (positive) and stationary time (inverse) influence parameters derived during cardiopulmonary exercise testing irrespective of age, smoking, and living in a relationship. The sex specific effects were rather small. Hence, promoting physical activity should be encouraged to increase cardiorespiratory fitness.

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运动行为和心肺健康-德国成年人的横断面成分数据分析。
背景:我们研究了运动行为(中度剧烈运动、轻度运动和静止时间)与心肺运动测试中测量的各种参数之间的关系。我们应用成分数据分析来解释不同运动行为对醒着的一天的总体时间预算的相对贡献。方法:我们使用了来自波美拉尼亚横断面人群健康研究(SHIP-TREND-1)的1,396名参与者的数据,这些参与者提供了在醒着的时间内佩戴在臀部的有效加速度计数据,并参加了循环体能计上的心肺运动测试(n = 1,396名参与者,平均年龄为57.1岁(SD 13.2, 51%的男性)。应用成分数据分析的线性回归模型来检验运动行为(暴露)比例与心肺运动试验(结果)中获得的参数(体重归一化和性别分层)之间的关系。模型根据年龄、教育、吸烟和伴侣关系进行了调整,除了预测VO2peak模型,其中省略了年龄,因为它是预测VO2peak百分比计算的一部分。在检查O2pulse或HRmax的模型中,使用受体阻滞剂的个体被排除在外。结果:在男性和女性中,中高强度体力活动时间越长,男性60秒后的VO2VT1、VO2peak和VO2恢复(所有心率峰值和最大心率)越大,女性的VO2/work(所有心率峰值和最大心率)越高,女性的VO2/work(所有心率峰值和最大心率)越低,女性的VO2/work(所有心率峰值和最大心率)越低,女性的VO2/work(所有心率/work、VO2VT1和VO2peak)越低,女性60秒后的VO2恢复和vo2pulse (p值)越低。中等到剧烈的体力活动(正)和静止时间(负)影响心肺运动测试中得出的参数,与年龄、吸烟和恋爱无关。性别差异的影响相当小。因此,应鼓励促进体育活动以增强心肺健康。
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来源期刊
BMC Sports Science Medicine and Rehabilitation
BMC Sports Science Medicine and Rehabilitation Medicine-Orthopedics and Sports Medicine
CiteScore
3.00
自引率
5.30%
发文量
196
审稿时长
26 weeks
期刊介绍: BMC Sports Science, Medicine and Rehabilitation is an open access, peer reviewed journal that considers articles on all aspects of sports medicine and the exercise sciences, including rehabilitation, traumatology, cardiology, physiology, and nutrition.
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