基于神经元结构仿真的下肢膝关节神经肌骨有限元模型
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1.西南交通大学 机械工程学院;2.成都市第三人民医院

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四川省科技厅省院省校合作项目(24YFHZ0049),国家自然科学基金项目(51905451)。


A Neuromusculoskeletal Finite Element Model of the Lower Limb Knee Joint Based on Neuron Structure Simulation
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1.School of Mechanical Engineering,Southwest Jiaotong University;2.Chengdu Third People''s Hospital

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    摘要:

    目的 该文将神经肌肉模型与肌骨有限元模型进行联合仿真,探索神经驱动和肌力之间的交互关系,以更加清楚地了解神经康复机制。 方法 首先根据 CT 医学影像建立人体下肢膝关节神经肌骨有限元模型;然后借鉴猫的比目鱼肌运动神经元结构建立方法,在 NEURON 软件中建立下肢膝关节屈肌股二头肌的运动神经元模型;最后,在 VUAMP 软件中调用通过神经元刺激计算得出的肌力,仿真神经驱动肌肉的动力学特征。 结果 通过仿真计算单个神经元在 NEURON 软件中预测的肌力,与在 VUAMP 软件中集成的模型进行仿真计算所得的肌力进行比较,其均方根误差很小,验证了 NEURON 和Abaqus 的有效集成;通过集成模型仿真计算得到的运动单元招募规律和峰电位间隔占比与生物医学实验结论相符,符合人体体内神经行为;对膝关节半月板进行了接触力分析,模型仿真结果符合人体生物力学结论,表明该计算仿真模型的可行性。结论 该文建立的神经肌骨模型将有助于研究下肢肌骨运动和神经退行性疾病的机制与治疗策略,同时可作为下肢外骨骼助力控制策略的参照,还适用于其他肢体运动动力仿真。

    Abstract:

    Objective To explore the interaction between nerve drive and muscle force through the joint simulation of the neuromuscular model and musculoskeletal finite element model, and to understand the mechanism of neural rehabilitation more clearly. Methods The neuro musculoskeletal finite element model of the lower limb knee joint was established based on CT medical images. Then, the motoneuron model of the flexor muscle biceps femoris of the lower limb knee joint was established in NEURON software using the method of establishing the structure of soleus motoneuron of the cat. Finally, the muscle force calculated by neuronal stimulation was invoked in VUAMP software to simulate the dynamic characteristics of muscle driven by neural. Results The muscle strength predicted by a single NEURON in the NEURON software was compared with the muscle strength obtained by the simulation calculation of the integrated model in VUAMP software. The root-mean-square error was very small, which verified the effective integration of NEURON and Abaqus. The recruitment rule of the motor unit and the proportion of the interspike interval obtained by integrated model simulation were consistent with the conclusion of the biomedical experiment and the neural behavior in the human body. The contact force analysis of knee meniscus was carried out, and the simulation results were consistent with the conclusion of human biomechanics, which shows the feasibility of the simulation model. Conclusion The neuromusculoskeletal model established in this paper will help to study the mechanism and treatment of lower limb musculoskeletal movement and neurodegenerative diseases, and can be used as a reference for the assistive control strategy of lower limb exoskeleton, and can also be applied to dynamic simulation of other limb motion.

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刘林金,李怀仙,尹鑫海,何佳伟,高参.基于神经元结构仿真的下肢膝关节神经肌骨有限元模型[J].生物医学工程学进展,2025,(5):682-691

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  • 收稿日期:2024-11-12
  • 最后修改日期:2025-01-10
  • 录用日期:2025-02-18
  • 在线发布日期: 2025-11-24
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