Literature DB >> 20573349

Concurrent musculoskeletal dynamics and finite element analysis predicts altered gait patterns to reduce foot tissue loading.

Jason P Halloran1, Marko Ackermann, Ahmet Erdemir, Antonie J van den Bogert.   

Abstract

Current computational methods for simulating locomotion have primarily used muscle-driven multibody dynamics, in which neuromuscular control is optimized. Such simulations generally represent joints and soft tissue as simple kinematic or elastic elements for computational efficiency. These assumptions limit application in studies such as ligament injury or osteoarthritis, where local tissue loading must be predicted. Conversely, tissue can be simulated using the finite element method with assumed or measured boundary conditions, but this does not represent the effects of whole body dynamics and neuromuscular control. Coupling the two domains would overcome these limitations and allow prediction of movement strategies guided by tissue stresses. Here we demonstrate this concept in a gait simulation where a musculoskeletal model is coupled to a finite element representation of the foot. Predictive simulations incorporated peak plantar tissue deformation into the objective of the movement optimization, as well as terms to track normative gait data and minimize fatigue. Two optimizations were performed, first without the strain minimization term and second with the term. Convergence to realistic gait patterns was achieved with the second optimization realizing a 44% reduction in peak tissue strain energy density. The study demonstrated that it is possible to alter computationally predicted neuromuscular control to minimize tissue strain while including desired kinematic and muscular behavior. Future work should include experimental validation before application of the methodology to patient care.
Copyright © 2010 Elsevier Ltd. All rights reserved.

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Year:  2010        PMID: 20573349      PMCID: PMC2946980          DOI: 10.1016/j.jbiomech.2010.05.036

Source DB:  PubMed          Journal:  J Biomech        ISSN: 0021-9290            Impact factor:   2.712


  28 in total

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6.  Effects of applied quadriceps and hamstrings muscle loads on forces in the anterior and posterior cruciate ligaments.

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Authors:  Scott G McLean; Xuemei Huang; Anne Su; Antonie J Van Den Bogert
Journal:  Clin Biomech (Bristol, Avon)       Date:  2004-10       Impact factor: 2.063

9.  Optimality principles for model-based prediction of human gait.

Authors:  Marko Ackermann; Antonie J van den Bogert
Journal:  J Biomech       Date:  2010-01-13       Impact factor: 2.712

10.  Development and validation of a 3-D model to predict knee joint loading during dynamic movement.

Authors:  S G McLean; A Su; A J van den Bogert
Journal:  J Biomech Eng       Date:  2003-12       Impact factor: 2.097

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  18 in total

Review 1.  Multiscale mechanics of articular cartilage: potentials and challenges of coupling musculoskeletal, joint, and microscale computational models.

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3.  Co-simulation of neuromuscular dynamics and knee mechanics during human walking.

Authors:  Darryl G Thelen; Kwang Won Choi; Anne M Schmitz
Journal:  J Biomech Eng       Date:  2014-02       Impact factor: 2.097

4.  Efficient Computation of Cartilage Contact Pressures within Dynamic Simulations of Movement.

Authors:  Colin R Smith; Kwang Won Choi; Dan Negrut; Darryl G Thelen
Journal:  Comput Methods Biomech Biomed Eng Imaging Vis       Date:  2016-05-13

5.  A computationally efficient strategy to estimate muscle forces in a finite element musculoskeletal model of the lower limb.

Authors:  Alessandro Navacchia; Donald R Hume; Paul J Rullkoetter; Kevin B Shelburne
Journal:  J Biomech       Date:  2018-12-28       Impact factor: 2.712

6.  Commentary on the integration of model sharing and reproducibility analysis to scholarly publishing workflow in computational biomechanics.

Authors:  Ahmet Erdemir; Trent M Guess; Jason P Halloran; Luca Modenese; Jeffrey A Reinbolt; Darryl G Thelen; Brian R Umberger; Ahmet Erdemir; Trent M Guess; Jason P Halloran; Luca Modenese; Jeffrey A Reinbolt; Darryl G Thelen; Brian R Umberger; Brian R Umberger; Ahmet Erdemir; Darryl G Thelen; Trent M Guess; Jeffrey A Reinbolt; Luca Modenese; Jason P Halloran
Journal:  IEEE Trans Biomed Eng       Date:  2016-10       Impact factor: 4.538

7.  Development of a Subject-Specific Foot-Ground Contact Model for Walking.

Authors:  Jennifer N Jackson; Chris J Hass; Benjamin J Fregly
Journal:  J Biomech Eng       Date:  2016-09-01       Impact factor: 2.097

8.  3D finite element models of shoulder muscles for computing lines of actions and moment arms.

Authors:  Joshua D Webb; Silvia S Blemker; Scott L Delp
Journal:  Comput Methods Biomech Biomed Engin       Date:  2012-09-20       Impact factor: 1.763

9.  Prediction and Validation of Load-Dependent Behavior of the Tibiofemoral and Patellofemoral Joints During Movement.

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10.  ReadySim: A computational framework for building explicit finite element musculoskeletal simulations directly from motion laboratory data.

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Journal:  Int J Numer Method Biomed Eng       Date:  2020-09-01       Impact factor: 2.747

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