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数据采集时长和时间对加速度计测量的身体活动、久坐时间及相关胰岛素抵抗的影响。

Influence of the Duration and Timing of Data Collection on Accelerometer-Measured Physical Activity, Sedentary Time and Associated Insulin Resistance.

机构信息

Turku PET Centre, University of Turku and Turku University Hospital, 20521 Turku, Finland.

The UKK-Institute for Health Promotion Research, Kaupinpuistonkatu 1, 33500 Tampere, Finland.

出版信息

Int J Environ Res Public Health. 2021 May 6;18(9):4950. doi: 10.3390/ijerph18094950.

Abstract

Accelerometry is a commonly used method to determine physical activity in clinical studies, but the duration and timing of measurement have seldom been addressed. We aimed to evaluate possible changes in the measured outcomes and associations with insulin resistance during four weeks of accelerometry data collection. This study included 143 participants (median age of 59 (IQR9) years; mean BMI of 30.7 (SD4) kg/m; 41 men). Sedentary and standing time, breaks in sedentary time, and different intensities of physical activity were measured with hip-worn accelerometers. Differences in the accelerometer-based results between weeks 1, 2, 3 and 4 were analyzed by mixed models, differences during winter and summer by two-way ANOVA, and the associations between insulin resistance and cumulative means of accelerometer results during weeks 1 to 4 by linear models. Mean accelerometry duration was 24 (SD3) days. Sedentary time decreased after three weeks of measurement. More physical activity was measured during summer compared to winter. The associations between insulin resistance and sedentary behavior and light physical activity were non-significant after the first week of measurement, but the associations turned significant in two to three weeks. If the purpose of data collection is to reveal associations between accelerometer-measured outcomes and tenuous health outcomes, such as insulin sensitivity, data collection for at least three weeks may be needed.

摘要

加速度计是一种常用于临床研究中确定身体活动的方法,但测量的持续时间和时间安排很少被提及。我们旨在评估在四周的加速度计数据收集期间,测量结果可能发生的变化以及与胰岛素抵抗的相关性。这项研究包括 143 名参与者(中位数年龄为 59(IQR9)岁;平均 BMI 为 30.7(SD4)kg/m;41 名男性)。使用佩戴在臀部的加速度计测量久坐时间和站立时间、久坐时间的间断、以及不同强度的身体活动。通过混合模型分析第 1、2、3 和 4 周之间基于加速度计的结果差异,通过双向 ANOVA 分析冬季和夏季之间的差异,通过线性模型分析第 1 至 4 周期间胰岛素抵抗与累计加速度计结果之间的相关性。平均加速度计持续时间为 24(SD3)天。经过三周的测量后,久坐时间减少。与冬季相比,夏季测量到的身体活动更多。在测量的第一周后,胰岛素抵抗与久坐行为和低强度身体活动之间的相关性不显著,但在两到三周后变得显著。如果数据收集的目的是揭示与加速度计测量结果相关的脆弱健康结果(如胰岛素敏感性)之间的关联,那么可能需要至少三周的时间来收集数据。

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