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数据缩减技术对慢性阻塞性肺疾病患者使用ActiGraph收集的每日中度至剧烈身体活动的影响。

Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph in People with COPD.

作者信息

Rebelo Patrícia, Antão Joana, Brooks Dina, Marques Alda

机构信息

Lab3R-Respiratory Research and Rehabilitation Laboratory, School of Health Sciences (ESSUA), University of Aveiro, 3810-193 Aveiro, Portugal.

iBiMED-Institute of Biomedicine, University of Aveiro, 3810-193 Aveiro, Portugal.

出版信息

J Clin Med. 2023 Aug 16;12(16):5340. doi: 10.3390/jcm12165340.

Abstract

ActiGraph is a valid, frequently used, accelerometer to quantify moderate to vigorous physical activities (MVPA) in people with COPD. The impact of ActiGraph processing techniques on this population is unknown. This study aimed to explore the effect of data reduction techniques on MVPA in people with COPD. MVPA/day, through ActiGraph GT3X+, was estimated using: Troiano, Freedson 98 and FreedsonVM3 cutoffs, 15-s and 60-s epochs, and normal and low-frequency extension (LFE) filters. Cutoff, epoch, and filter effects were explored with Aligned Rank Transform-ANOVA. Lin's concordance correlation coefficients and Bland-Altman plots were used to evaluate agreement and bias between different techniques. The analysis included 136 people with COPD (79% male; 68 ± 8 years; FEV1 51 ± 17% predicted). MVPA/day differed according to cutoff, filter, and epoch selection (-value < 0.001). FreedsonVM3 cutoff, 15-s epochs, and LFE yielded the highest MVPA (45 min/day, 68% of physically active participants). Troiano cutoff, 60-s epochs, and normal filter yielded the lowest MVPA (8 min/day, 20% of physically active participants). Only comparisons between Troiano and Freedson98 cutoffs presented an almost perfect agreement. ActiGraph data reduction techniques affected MVPA/day estimates and their interpretation at the individual and group level. Studies using different processing criteria should not be compared in people with COPD. Future studies with a gold standard are required to ascertain which processing technique produces the most accurate MVPA estimates in COPD. Meanwhile, future trials employing the ActiGraph GT3X+ may consider estimating MVPA based on Freedson VM3 cutofffs, 60-s epochs, and normal filter.

摘要

ActiGraph是一种有效的、常用的加速度计,用于量化慢性阻塞性肺疾病(COPD)患者的中度至剧烈身体活动(MVPA)。ActiGraph处理技术对该人群的影响尚不清楚。本研究旨在探讨数据简化技术对COPD患者MVPA的影响。通过ActiGraph GT3X+估计每日MVPA,使用以下方法:Troiano、Freedson 98和FreedsonVM3截止值、15秒和60秒时段,以及正常和低频扩展(LFE)滤波器。使用对齐秩变换方差分析探讨截止值、时段和滤波器的影响。使用林氏一致性相关系数和布兰德-奥特曼图来评估不同技术之间的一致性和偏差。分析纳入了136例COPD患者(79%为男性;68±8岁;预测第一秒用力呼气容积[FEV1]为51±17%)。每日MVPA因截止值、滤波器和时段选择而异(P值<0.001)。FreedsonVM3截止值、15秒时段和LFE产生的MVPA最高(45分钟/天,68%的身体活动参与者)。Troiano截止值、60秒时段和正常滤波器产生的MVPA最低(8分钟/天,20%的身体活动参与者)。只有Troiano和Freedson98截止值之间的比较显示出几乎完美的一致性。ActiGraph数据简化技术影响了每日MVPA估计值及其在个体和群体水平上的解释。在COPD患者中,不应比较使用不同处理标准的研究。需要进行有金标准的未来研究,以确定哪种处理技术能在COPD中产生最准确的MVPA估计值。同时,未来使用ActiGraph GT3X+的试验可能会考虑基于Freedson VM3截止值、60秒时段和正常滤波器来估计MVPA。

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