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基于加速度计对唐氏综合征成年人摄氧量的估计:矢量大小与垂直轴的比较。

Accelerometer-based estimation of oxygen uptake in adults with Down syndrome: vector magnitude vs. vertical axis.

作者信息

Ballenger B K, Schultz E E, Driskill M, Richardson S, Du Q, Motl R W, Agiovlasitis S

机构信息

Department of Kinesiology, Mississippi State University, Mississippi State, MS, USA.

Department of Electrical and Computer Engineering, Mississippi State University, Mississippi State, MS, USA.

出版信息

J Intellect Disabil Res. 2022 Apr;66(4):368-375. doi: 10.1111/jir.12923. Epub 2022 Feb 17.

Abstract

BACKGROUND

Triaxial accelerometer output [vector magnitude (VM) counts] may better estimate physical activity intensity as reflected in the rate of oxygen uptake (V̇O ) than the traditional vertical axis (VA) counts in adults with Down syndrome (DS). This study examined the accuracy of VM vs. VA counts in estimating V̇O in adults with and without DS across different physical activities and sedentary behaviours.

METHODS

Sixteen adults with DS (10 men and 6 women; 31 ± 15 years) and 19 adults without DS (10 men and 9 women; 24 ± 5 years) performed 12 tasks. V̇O was measured by portable spirometer (K4b , Cosmed) and VM and VA with an accelerometer (wGT3X-BT, Actigraph).

RESULTS

Vector magnitude and VA were significant predictors of V̇O in adults with DS (P < 0.001; R  = 0.74 and 0.65, respectively) and adults without DS (P < 0.001; P < 0.001; R  = 0.75 and 0.61, respectively). Absolute error of prediction was significantly smaller for VM than VA for sitting, playing app, drawing, sweeping, standing and basketball (P ≤ 0.005), but smaller for VA than VM for walking at 0.8 m·s (P = 0.005). Bland-Altman plots for adults with and without DS indicated narrower limits of agreement for VM than VA (-5.57 to 5.57 and -6.44 to 6.44 mL·kg ·min ; -6.21 to 6.17 and -7.75 to 7.74 mL·kg ·min , respectively).

CONCLUSIONS

Vector magnitude and VA are significant predictors of V̇O in adults with and without DS, yet VM more accurately estimated V̇O than VA for most tasks. Development of accelerometer-based prediction of physical activity levels in adults with and without DS may improve by utilising VM counts.

摘要

背景

在唐氏综合征(DS)成人中,三轴加速度计输出[矢量大小(VM)计数]可能比传统的垂直轴(VA)计数能更好地估计反映在摄氧率(V̇O)中的身体活动强度。本研究考察了VM计数与VA计数在估计有和没有DS的成人在不同身体活动和久坐行为中的V̇O时的准确性。

方法

16名DS成人(10名男性和6名女性;31±15岁)和19名非DS成人(10名男性和9名女性;24±5岁)进行了12项任务。V̇O通过便携式肺活量计(K4b,Cosmed)测量,VM和VA通过加速度计(wGT3X - BT,Actigraph)测量。

结果

矢量大小和VA是有DS成人(P<0.001;R分别为0.74和0.65)和无DS成人(P<0.001;P<0.001;R分别为0.75和0.61)V̇O的显著预测因子。对于坐着、玩应用程序、画画、扫地、站立和篮球,VM的预测绝对误差显著小于VA(P≤0.005),但对于以0.8m·s行走,VA的预测绝对误差小于VM(P = 0.005)。有和没有DS的成人的布兰德 - 奥特曼图表明,VM的一致性界限比VA更窄(分别为-5.57至5.57和-6.44至6.44mL·kg·min;-6.21至6.17和-7.75至7.74mL·kg·min)。

结论

矢量大小和VA是有和没有DS的成人V̇O的显著预测因子,但在大多数任务中,VM比VA更准确地估计V̇O。通过使用VM计数,基于加速度计的有和没有DS的成人身体活动水平预测的发展可能会得到改善。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b26/9013186/03b3b95e6cda/nihms-1794214-f0001.jpg

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