Literature DB >> 33559039

Determination of the correlation between muscle forces obtained from OpenSim and muscle activities obtained from electromyography in the elderly.

Mohammad T Karimi1, Fatemeh Hemmati2, Mohammad A Mardani3, Keyvan Sharifmoradi4, Seyed Iman Hosseini5, Reza Fadayevatan6, Amir Esrafilian7.   

Abstract

Measurement of muscle forces related to aging can help to better identify the gait impairment mechanisms in the elderly. To this end, musculoskeletal modeling has been developed to estimate muscle forces. This study aimed to check the validity of OpenSim modeling (i.e., computed muscle control) approach in elderly subjects. Kinematic and kinetic data and Electromyography (EMG) signals for four different muscles were collected in nine healthy elderly males during walking. Dynamic simulation was done within OpenSim. Correlation analysis was performed to quantitatively compare the maximum estimated muscle forces with maximum measured muscle activities during the first double limb support, single limb support, and the second double limb support phases. The area-time plots of OpenSim and EMG data during gait cycle were obtained for qualitative assessment. In quantitative assessment, a low to moderate correlation was observed for the peak of muscle force and muscle activation of four muscles during sub phases of gait. The muscle forces pattern from OpenSim was found to be relatively similar to the muscle activity pattern from EMG especially for Gastrocnemius Medialis. A low to moderate consistency between OpenSim and EMG in the elderly can be explained by using a single mathematical estimation approach.

Keywords:  Electromyography; Muscle force; Musculoskeletal modeling; Older people; OpenSim; Validation

Year:  2021        PMID: 33559039     DOI: 10.1007/s13246-021-00973-9

Source DB:  PubMed          Journal:  Phys Eng Sci Med        ISSN: 2662-4729


  14 in total

1.  Generating dynamic simulations of movement using computed muscle control.

Authors:  Darryl G Thelen; Frank C Anderson; Scott L Delp
Journal:  J Biomech       Date:  2003-03       Impact factor: 2.712

2.  Comparison of different methods for estimating muscle forces in human movement.

Authors:  Yi-Chung Lin; Tim W Dorn; Anthony G Schache; Marcus G Pandy
Journal:  Proc Inst Mech Eng H       Date:  2012-02       Impact factor: 1.617

3.  Effect of lower-limb joint models on subject-specific musculoskeletal models and simulations of daily motor activities.

Authors:  Giordano Valente; Lorenzo Pitto; Rita Stagni; Fulvia Taddei
Journal:  J Biomech       Date:  2015-10-23       Impact factor: 2.712

4.  Static optimization of muscle forces during gait in comparison to EMG-to-force processing approach.

Authors:  Sofia Heintz; Elena M Gutierrez-Farewik
Journal:  Gait Posture       Date:  2006-10-30       Impact factor: 2.840

5.  The three-dimensional determination of internal loads in the lower extremity.

Authors:  U Glitsch; W Baumann
Journal:  J Biomech       Date:  1997 Nov-Dec       Impact factor: 2.712

6.  Is my model good enough? Best practices for verification and validation of musculoskeletal models and simulations of movement.

Authors:  Jennifer L Hicks; Thomas K Uchida; Ajay Seth; Apoorva Rajagopal; Scott L Delp
Journal:  J Biomech Eng       Date:  2015-01-26       Impact factor: 2.097

7.  Comparison of lower limb muscle strength between diabetic neuropathic and healthy subjects using OpenSim.

Authors:  Alessandra Scarton; Ilse Jonkers; Annamaria Guiotto; Fabiola Spolaor; Gabriella Guarneri; Angelo Avogaro; Claudio Cobelli; Zimi Sawacha
Journal:  Gait Posture       Date:  2017-07-31       Impact factor: 2.840

8.  Musculo-skeletal loading conditions at the hip during walking and stair climbing.

Authors:  M O Heller; G Bergmann; G Deuretzbacher; L Dürselen; M Pohl; L Claes; N P Haas; G N Duda
Journal:  J Biomech       Date:  2001-07       Impact factor: 2.712

9.  Estimation of muscle activation during different walking speeds with two mathematical approaches compared to surface EMG.

Authors:  Ursula Trinler; Fabien Leboeuf; Kristen Hollands; Richard Jones; Richard Baker
Journal:  Gait Posture       Date:  2018-06-19       Impact factor: 2.840

10.  Kinematic Analysis of a Six-Degrees-of-Freedom Model Based on ISB Recommendation: A Repeatability Analysis and Comparison with Conventional Gait Model.

Authors:  Magdalena Żuk; Celina Pezowicz
Journal:  Appl Bionics Biomech       Date:  2015-01-29       Impact factor: 1.781

View more
  1 in total

1.  Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting.

Authors:  Yon Sin Chan; Yu Xuan Teo; Darwin Gouwanda; Surya Girinatha Nurzaman; Alpha Agape Gopalai; Subbiah Thannirmalai
Journal:  Sci Rep       Date:  2022-05-14       Impact factor: 4.996

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.