Searching for strategies to reduce the mechanical demands of the sit-to-stand task with a muscle-actuated optimal control model

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dc.contributor.authorBobbert M.F.
dc.contributor.authorKistemaker D.A.
dc.contributor.authorVaz M.A.
dc.contributor.authorAckermann M.
dc.date.accessioned2019-08-20T00:13:07Z
dc.date.available2019-08-20T00:13:07Z
dc.date.issued2016
dc.description.abstract© 2016Background The sit-to-stand task, which involves rising unassisted from sitting on a chair to standing, is important in daily life. Many people with muscle weakness, reduced range of motion or loading-related pain in a particular joint have difficulty performing the task. How should a person suffering from such impairment best perform the sit-to-stand task and, in the case of pain in a particular joint, with reduced loading of that joint? Methods We developed a musculoskeletal model with reference parameter values based on properties of healthy strong subjects. The model's muscle stimulation-time input was optimized using direct collocation to find strategies that yielded successful sit-to-stand task performance with minimum ‘control effort’ for the reference set and modified sets of parameter values, and with constraints on tibiofemoral compression force. Findings The sit-to-stand task could be performed successfully and realistically by the reference model, by a model with isometric knee extensor forces reduced to 40% of reference, by a model with isometric forces of all muscles reduced to 45% of reference, and by the reference model with the tibiofemoral compression force constrained during optimization to 65% of the peak value in the reference condition. Interpretation The strategies found by the model in conditions other than reference could be interpreted well on the basis of cost function and task biomechanics. The question remains whether it is feasible to teach patients with musculoskeletal impairments or joint pain to perform the sit-to-stand task according to strategies that are optimal according to the simulation model.
dc.description.firstpage83
dc.description.lastpage90
dc.description.volume37
dc.identifier.citationBOBBERT, MAARTEN F.; KISTEMAKER, DINANT A.; VAZ, MARCO AURÉLIO; ACKERMANN, Marko. Searching for strategies to reduce the mechanical demands of the sit-to-stand task with a muscle-actuated optimal control model. Clinical Biomechanics (Bristol), v. 37, p. 83-90, 2016.
dc.identifier.doi10.1016/j.clinbiomech.2016.06.008
dc.identifier.issn1879-1271
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/1870
dc.relation.ispartofClinical Biomechanics
dc.rightsAcesso Restrito
dc.subject.otherlanguageBiomechanics
dc.subject.otherlanguageMusculoskeletal impairment
dc.subject.otherlanguageOptimization
dc.subject.otherlanguageSimulation
dc.subject.otherlanguageStanding up
dc.subject.otherlanguageTibiofemoral contact force
dc.titleSearching for strategies to reduce the mechanical demands of the sit-to-stand task with a muscle-actuated optimal control model
dc.typeArtigo
fei.scopus.citations24
fei.scopus.eid2-s2.0-84976870315
fei.scopus.subjectContact forces
fei.scopus.subjectMusculoskeletal impairment
fei.scopus.subjectMusculoskeletal model
fei.scopus.subjectOptimal control model
fei.scopus.subjectReference parameters
fei.scopus.subjectSimulation
fei.scopus.subjectStanding-up
fei.scopus.subjectTibio femoral compression
fei.scopus.subjectAdult
fei.scopus.subjectBiomechanical Phenomena
fei.scopus.subjectFemale
fei.scopus.subjectHip Joint
fei.scopus.subjectHumans
fei.scopus.subjectKnee Joint
fei.scopus.subjectMale
fei.scopus.subjectModels, Theoretical
fei.scopus.subjectMovement
fei.scopus.subjectMuscle Contraction
fei.scopus.subjectMuscle Weakness
fei.scopus.subjectMuscle, Skeletal
fei.scopus.subjectParesis
fei.scopus.subjectPosture
fei.scopus.subjectTask Performance and Analysis
fei.scopus.subjectWeight-Bearing
fei.scopus.updated2024-03-04
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84976870315&origin=inward
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