Gait assessment in Parkinson's disease: Toward an ambulatory system for long-term monitoring

被引:459
作者
Salarian, A [1 ]
Russmann, H
Vingerhoets, FJG
Dehollain, C
Blanc, Y
Burkhard, PR
Aminian, K
机构
[1] Ecole Polytech Fed Lausanne, LMAM, CH-1015 Lausanne, Switzerland
[2] Univ Vaudois, Ctr Hosp, Dept Neurol, CH-1005 Lausanne, Switzerland
[3] Univ Vaudois, Ctr Hosp, Neurodegenerat Disorders Unit, CH-1005 Lausanne, Switzerland
[4] Ecole Polytech Fed Lausanne, Inst Microelect & Microsyst, CH-1015 Lausanne, Switzerland
[5] Univ Hosp Geneva, Lab Cinesiol, CH-1211 Geneva, Switzerland
[6] Univ Hosp Geneva, Dept Neurol, Movement Disorders Clin, CH-1211 Geneva, Switzerland
关键词
biomedical signal processing; gait analysis; gyroscope; Parkinson's disease (PD); subthalamic nucleus deep brain stimulation (STN-DBS); wearable technology;
D O I
10.1109/TBME.2004.827933
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An ambulatory gait analysis method using body-attached gyroscopes to estimate spatio-temporal parameters of gait has been proposed and validated against a reference system for normal and pathologic gait. Later, ten Parkinson's disease ,(PD) patients with subthalamic nucleus deep brain stimulation (STN-DBS) implantation participated in gait measurements using our device. They walked one to three times on a 20-m walkway. Patients did the test twice: once STN-DBS was ON and once 180 min after turning it OFF. A group of ten age-matched normal subjects were also measured as controls. For each gait cycle, spatio-temporal parameters such as stride length (SL), stride velocity (SV), stance (ST), double support (DS), and gait cycle time (GC) were calculated. We found that PD patients had significantly different gait parameters comparing to controls. They had 52% less SV, 60% less SL, and 40% longer GC. Also they had significantly longer ST and DS (11% and 59% more, respectively) than controls. STN-DBS significantly improved gait parameters. During the stim ON period, PD patients had 31% faster SV, 26% longer SL, 6% shorter ST, and 26% shorter DS. GC, however, was not significantly different. Some of the gait parameters had high correlation with Unified Parkinson's Disease Rating Scale (UPDRS) subscores including SL with a significant correlation (v = -0.90) with UPDRS gait subscore. We concluded that our method provides a simple yet effective way of ambulatory gait analysis in PD patients with results confirming those obtained from much more complex and expensive methods used in gait labs.
引用
收藏
页码:1434 / 1443
页数:10
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