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通过实施新型肌肉骨骼有限元分析管道实现个性化康复。

Toward Tailored Rehabilitation by Implementation of a Novel Musculoskeletal Finite Element Analysis Pipeline.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2022;30:789-802. doi: 10.1109/TNSRE.2022.3159685. Epub 2022 Mar 31.

Abstract

Tissue-level mechanics (e.g., stress and strain) are important factors governing tissue remodeling and development of knee osteoarthritis (KOA), and hence, the success of physical rehabilitation. To date, no clinically feasible analysis toolbox has been introduced and used to inform clinical decision making with subject-specific in-depth joint mechanics of different activities. Herein, we utilized a rapid state-of-the-art electromyography-assisted musculoskeletal finite element analysis toolbox with fibril-reinforced poro(visco)elastic cartilages and menisci to investigate knee mechanics in different activities. Tissue mechanical responses, believed to govern collagen damage, cell death, and fixed charge density loss of proteoglycans, were characterized within 15 patients with KOA while various daily activities and rehabilitation exercises were performed. Results showed more inter-participant variation in joint mechanics during rehabilitation exercises compared to daily activities. Accordingly, the devised workflow may be used for designing subject-specific rehabilitation protocols. Further, results showed the potential to tailor rehabilitation exercises, or assess capacity for daily activity modifications, to optimally load knee tissue, especially when mechanically-induced cartilage degeneration and adaptation are of interest.

摘要

组织水平力学(例如,应力和应变)是控制组织重塑和膝关节骨关节炎(KOA)发展的重要因素,因此也是物理康复成功的关键。迄今为止,尚无临床可行的分析工具包被引入并用于根据不同活动的特定于个体的深入关节力学来为临床决策提供信息。在此,我们利用了一种快速的最先进的肌电图辅助肌肉骨骼有限元分析工具包,其中包含纤维增强的多孔(黏弹)弹性软骨和半月板,以研究不同活动中的膝关节力学。在进行各种日常活动和康复运动时,对 15 名 KOA 患者的组织力学响应进行了特征描述,这些响应被认为可以控制胶原蛋白损伤、细胞死亡和蛋白聚糖的固定电荷密度损失。结果表明,与日常活动相比,康复运动期间的关节力学变化具有更大的个体间差异。因此,所设计的工作流程可用于设计特定于个体的康复方案。此外,结果表明,有可能根据组织力学来定制康复运动,或评估日常活动改变的能力,以最佳地加载膝关节组织,尤其是在对机械诱导的软骨退化和适应感兴趣时。

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