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身体加速度作为老年人群步行经济性的指标

Body Acceleration as Indicator for Walking Economy in an Ageing Population.

作者信息

Valenti Giulio, Bonomi Alberto G, Westerterp Klaas R

机构信息

Department of Human Biology, Maastricht University, Maastricht, The Netherlands.

Personal Health Solutions, Philips Research Laboratories, Eindhoven, The Netherlands.

出版信息

PLoS One. 2015 Oct 29;10(10):e0141431. doi: 10.1371/journal.pone.0141431. eCollection 2015.

Abstract

BACKGROUND

In adults, walking economy declines with increasing age and negatively influences walking speed. This study aims at detecting determinants of walking economy from body acceleration during walking in an ageing population.

METHODS

35 healthy elderly (18 males, age 51 to 83 y, BMI 25.5±2.4 kg/m2) walked on a treadmill. Energy expenditure was measured with indirect calorimetry while body acceleration was sampled at 60Hz with a tri-axial accelerometer (GT3X+, ActiGraph), positioned on the lower back. Walking economy was measured as lowest energy needed to displace one kilogram of body mass for one meter while walking (WCostmin, J/m/kg). Gait features were extracted from the acceleration signal and included in a model to predict WCostmin.

RESULTS

On average WCostmin was 2.43±0.42 J/m/kg and correlated significantly with gait rate (r2 = 0.21, p<0.01) and regularity along the frontal (anteroposterior) and lateral (mediolateral) axes (r2 = 0.16, p<0.05 and r2 = 0.12, p<0.05 respectively). Together, the three variables explained 46% of the inter-subject variance (p<0.001) with a standard error of estimate of 0.30 J/m/kg. WCostmin and regularity along the frontal and lateral axes were related to age (WCostmin: r2 = 0.44, p<0.001; regularity: r2 = 0.16, p<0.05 and r2 = 0.12, p<0.05 respectively frontal and lateral).

CONCLUSIONS

The age associated decline in walking economy is induced by the adoption of an increased gait rate and by irregular body acceleration in the horizontal plane.

摘要

背景

在成年人中,步行经济性随着年龄增长而下降,并对步行速度产生负面影响。本研究旨在从老年人群步行时的身体加速度中检测步行经济性的决定因素。

方法

35名健康老年人(18名男性,年龄51至83岁,体重指数25.5±2.4kg/m²)在跑步机上行走。使用间接量热法测量能量消耗,同时使用置于下背部的三轴加速度计(GT3X +,ActiGraph)以60Hz的频率对身体加速度进行采样。步行经济性通过步行时每移动一公斤体重一米所需的最低能量来衡量(WCostmin,焦耳/米/千克)。从加速度信号中提取步态特征,并将其纳入预测WCostmin的模型中。

结果

平均而言,WCostmin为2.43±0.42焦耳/米/千克,与步频(r² = 0.21,p < 0.01)以及沿额状轴(前后)和矢状轴(内外侧)的规律性显著相关(分别为r² = 0.16,p < 0.05和r² = 0.12,p < 0.05)。这三个变量共同解释了46%的受试者间差异(p < 0.001),估计标准误差为0.30焦耳/米/千克。WCostmin以及沿额状轴和矢状轴的规律性与年龄相关(WCostmin:r² = 0.44,p < 0.001;规律性:额状轴和矢状轴分别为r² = 0.16,p < 0.05和r² = 0.12,p < 0.05)。

结论

与年龄相关的步行经济性下降是由步频增加以及水平面内身体加速度不规则所导致的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c8/4626204/7c0bbbbf9602/pone.0141431.g001.jpg

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