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帕金森病患者转弯和失衡时的时空步态参数:基于单摄像头视频的分析

Spatiotemporal Gait Parameters During Turning and Imbalance in Parkinson's Disease: Video-Based Analysis From a Single Camera.

作者信息

Jeon HoYoung, Shin Jung Hwan, Yu Ri, Kang Min Kyung, Lee Seungmin, Kim Seoyeon, Jin Bora, Woo Kyung Ah, Kim Han-Joon, Jeon Beomseok

机构信息

Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.

Department of Software and Computer Engineering, Ajou University, Suwon, Korea.

出版信息

J Mov Disord. 2025 Jan;18(1):87-92. doi: 10.14802/jmd.24210. Epub 2024 Dec 23.

DOI:10.14802/jmd.24210
PMID:39710893
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11824541/
Abstract

OBJECTIVE

This study aims to objectively evaluate turning gait parameters in Parkinson's disease (PD) patients using 2D-RGB video-based analysis and explore their relationships with imbalance.

METHODS

We prospectively enrolled PD patients for clinical assessment, balance analysis and gait with 180º turning. Spatiotemporal gait parameters during turning were derived using video-based analysis and correlated with modified Hoehn and Yahr (mHY) stages and center of pressure (COP) oscillations.

RESULTS

A total of 64 PD patients were enrolled. The PD patients with higher mHY stages (≥2.5) had significantly longer turning times, greater numbers of steps, wider step bases and less variability in step length during turns. COP oscillations were positively correlated with the mean turning time on both the anterior-posterior and right-left axes.

CONCLUSION

Spatiotemporal gait parameter during turning, derived from video-based gait analysis, may represent apromising biomarker for monitoring postural instability in PD patients.

摘要

目的

本研究旨在利用基于二维RGB视频的分析方法客观评估帕金森病(PD)患者的转身步态参数,并探讨其与平衡障碍的关系。

方法

我们前瞻性地招募了PD患者进行临床评估、平衡分析和180°转身步态分析。使用基于视频的分析方法得出转身过程中的时空步态参数,并将其与改良Hoehn和Yahr(mHY)分期以及压力中心(COP)摆动进行相关性分析。

结果

共纳入64例PD患者。mHY分期较高(≥2.5)的PD患者转身时间明显更长,步数更多,步幅更宽,转身时步长变异性更小。COP摆动与前后轴和左右轴上的平均转身时间呈正相关。

结论

基于视频步态分析得出的转身过程中的时空步态参数,可能是监测PD患者姿势不稳的一个有前景的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1131/11824541/c24e85ce4d17/jmd-24210f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1131/11824541/c24e85ce4d17/jmd-24210f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1131/11824541/c24e85ce4d17/jmd-24210f1.jpg

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本文引用的文献

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Quantitative Analysis of Postural Balance in Faller and Nonfaller Patients with Parkinson's Disease.帕金森病跌倒者与非跌倒者姿势平衡的定量分析
Parkinsons Dis. 2023 Jun 20;2023:9688025. doi: 10.1155/2023/9688025. eCollection 2023.
2
Effect of Levodopa and Environmental Setting on Gait and Turning Digital Markers Related to Falls in People with Parkinson's Disease.左旋多巴与环境设置对帕金森病患者步态及与跌倒相关的转身数字标记的影响
Mov Disord Clin Pract. 2022 Nov 4;10(2):223-230. doi: 10.1002/mdc3.13601. eCollection 2023 Feb.
3
Understanding how people with Parkinson's disease turn in gait from a real-world in-home dataset.
理解帕金森病患者如何在真实世界居家环境数据集里改变步态。
Parkinsonism Relat Disord. 2022 Dec;105:114-122. doi: 10.1016/j.parkreldis.2022.11.007. Epub 2022 Nov 11.
4
Quantitative assessment of gait characteristics in patients with Parkinson's disease using 2D video.使用 2D 视频对帕金森病患者的步态特征进行定量评估。
Parkinsonism Relat Disord. 2022 Aug;101:49-56. doi: 10.1016/j.parkreldis.2022.06.012. Epub 2022 Jun 30.
5
Automatic Measurement of Postural Abnormalities With a Pose Estimation Algorithm in Parkinson's Disease.使用姿势估计算法自动测量帕金森病中的姿势异常
J Mov Disord. 2022 May;15(2):140-145. doi: 10.14802/jmd.21129. Epub 2022 Jan 19.
6
Quantitative Gait Analysis Using a Pose-Estimation Algorithm with a Single 2D-Video of Parkinson's Disease Patients.使用姿态估计算法和帕金森病患者的单张二维视频进行定量步态分析。
J Parkinsons Dis. 2021;11(3):1271-1283. doi: 10.3233/JPD-212544.
7
Objective measurement of limb bradykinesia using a marker-less tracking algorithm with 2D-video in PD patients.使用二维视频的无标记跟踪算法对帕金森病患者肢体运动迟缓进行客观测量。
Parkinsonism Relat Disord. 2020 Dec;81:129-135. doi: 10.1016/j.parkreldis.2020.09.007. Epub 2020 Sep 8.
8
Is every-day walking in older adults more analogous to dual-task walking or to usual walking? Elucidating the gaps between gait performance in the lab and during 24/7 monitoring.老年人的日常行走更类似于多任务行走还是普通行走?阐明实验室步态表现与全天候监测期间步态表现之间的差距。
Eur Rev Aging Phys Act. 2019 May 3;16:6. doi: 10.1186/s11556-019-0214-5. eCollection 2019.
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Turning problems and freezing of gait in Parkinson's disease: a systematic review and meta-analysis.帕金森病中的转弯问题和冻结步态:系统评价和荟萃分析。
Disabil Rehabil. 2019 Dec;41(25):2994-3004. doi: 10.1080/09638288.2018.1483429. Epub 2018 Jun 30.
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Falls in Parkinson's disease: A complex and evolving picture.帕金森病患者的跌倒:一个复杂且不断变化的问题。
Mov Disord. 2017 Nov;32(11):1524-1536. doi: 10.1002/mds.27195. Epub 2017 Oct 25.