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一项针对不完全性脊髓损伤患者步态综合分析的方案

A Protocol for Comprehensive Analysis of Gait in Individuals with Incomplete Spinal Cord Injury.

作者信息

Butler Forslund Emelie, Truong Minh Tat Nhat, Wang Ruoli, Seiger Åke, Gutierrez-Farewik Elena M

机构信息

Department of Neurobiology, Care Science and Society, Karolinska Institutet, 141 83 Stockholm, Sweden.

Aleris Rehab Station R&D Unit, 169 89 Solna, Sweden.

出版信息

Methods Protoc. 2024 May 4;7(3):39. doi: 10.3390/mps7030039.

DOI:10.3390/mps7030039
PMID:38804333
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11130903/
Abstract

This is a protocol for comprehensive analysis of gait and affecting factors in individuals with incomplete paraplegia due to spinal cord injury (SCI). A SCI is a devastating event affecting both sensory and motor functions. Due to better care, the SCI population is changing, with a greater proportion retaining impaired ambulatory function. Optimizing ambulatory function after SCI remains challenging. To investigate factors influencing optimal ambulation, a multi-professional research project was grounded with expertise from clinical rehabilitation, neurophysiology, and biomechanical engineering from Karolinska Institutet, the Spinalis Unit at Aleris Rehab Station (Sweden's largest center for specialized neurorehabilitation), and the Promobilia MoveAbility Lab at KTH Royal Institute of Technology. Ambulatory adults with paraplegia will be consecutively invited to participate. Muscle strength, sensitivity, and spasticity will be assessed, and energy expenditure, 3D movements, and muscle function (EMG) during gait and submaximal contractions will be analyzed. Innovative computational modeling and data-driven analyses will be performed, including the identification of clusters of similar movement patterns among the heterogeneous population and analyses that study the link between complex sensorimotor function and movement performance. These results may help optimize ambulatory function for persons with SCI and decrease the risk of secondary conditions during gait with a life-long perspective.

摘要

这是一项针对脊髓损伤(SCI)导致不全截瘫个体的步态及影响因素进行综合分析的方案。脊髓损伤是一种影响感觉和运动功能的灾难性事件。由于护理水平提高,脊髓损伤人群正在发生变化,更多人保留了受损的行走功能。脊髓损伤后优化行走功能仍然具有挑战性。为了研究影响最佳行走的因素,一个多专业研究项目基于卡罗林斯卡学院、瑞典最大的专业神经康复中心阿莱里斯康复站的脊髓单元以及皇家理工学院的Promobilia移动能力实验室的临床康复、神经生理学和生物力学工程专业知识开展。将连续邀请截瘫的成年行走者参与。将评估肌肉力量、感觉和痉挛情况,并分析步态和次最大收缩期间的能量消耗、三维运动和肌肉功能(肌电图)。将进行创新的计算建模和数据驱动分析,包括在异质人群中识别相似运动模式的聚类,以及研究复杂感觉运动功能与运动表现之间联系的分析。从长远来看,这些结果可能有助于优化脊髓损伤患者的行走功能,并降低步态期间继发疾病的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a62/11130903/8e3a356412ed/mps-07-00039-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a62/11130903/f7bcbe479b76/mps-07-00039-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a62/11130903/8e3a356412ed/mps-07-00039-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a62/11130903/f7bcbe479b76/mps-07-00039-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a62/11130903/8e3a356412ed/mps-07-00039-g002.jpg

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Machine Learning and Deep Learning in Spinal Injury: A Narrative Review of Algorithms in Diagnosis and Prognosis.机器学习与深度学习在脊髓损伤中的应用:诊断与预后算法的叙述性综述
J Clin Med. 2024 Jan 25;13(3):705. doi: 10.3390/jcm13030705.
2
A data-driven approach to categorize patients with traumatic spinal cord injury: cluster analysis of a multicentre database.一种基于数据驱动的创伤性脊髓损伤患者分类方法:多中心数据库的聚类分析
Front Neurol. 2023 Oct 12;14:1263291. doi: 10.3389/fneur.2023.1263291. eCollection 2023.
3
Data-driven characterization of walking after a spinal cord injury using inertial sensors.
基于惯性传感器的数据驱动分析脊髓损伤后的行走特征。
J Neuroeng Rehabil. 2023 Apr 29;20(1):55. doi: 10.1186/s12984-023-01178-9.
4
Cost-effectiveness analysis of overground robotic training versus conventional locomotor training in people with spinal cord injury.脊髓损伤患者地面机器人训练与传统运动训练的成本效果分析。
J Neuroeng Rehabil. 2023 Jan 21;20(1):10. doi: 10.1186/s12984-023-01134-7.
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Toward Improving the Prediction of Functional Ambulation After Spinal Cord Injury Through the Inclusion of Limb Accelerations During Sleep and Personal Factors.通过纳入睡眠期间的肢体加速度和个人因素来提高脊髓损伤后功能性步行能力的预测。
Arch Phys Med Rehabil. 2022 Apr;103(4):676-687.e6. doi: 10.1016/j.apmr.2021.02.029. Epub 2021 Apr 8.
6
Changes in cardiorespiratory fitness and activity levels over the first year after discharge in ambulatory persons with recent incomplete spinal cord injury.在近期不完全性脊髓损伤后能活动的患者出院后第一年中心肺适能和活动水平的变化。
Spinal Cord. 2021 Mar;59(3):354-360. doi: 10.1038/s41393-020-0514-7. Epub 2020 Jul 9.
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