Shoulder Kinematic and Muscle Activity Compensations to Scapular Stabilizer Weakness: An Optimal Control Framework

dc.contributor.authorRussell, Matthew S.
dc.contributor.authorMulla, Daanish M.
dc.contributor.authorKeir, Peter J.
dc.contributor.authorChadwick, Edward K.
dc.contributor.authorBlana, Dimitra
dc.contributor.authorDrake, Janessa D. M.
dc.contributor.authorChopp-Hurley, Jaclyn N.
dc.date.accessioned2026-09-11T19:21:23Z
dc.date.available2026-09-11T19:21:23Z
dc.date.issued2026-03-04
dc.description© The Author(s) 2026 This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. For the purpose of open access, the author has applied a Creative Commons Attribution (CC BY) license to any Author Accepted Manuscript version arising from this submission.
dc.description.abstractPurpose Shoulder kinematic and muscular redundancy promotes considerable variability, obscuring possible insights into neuromuscular control and compensation mechanisms for muscle weakness or fatigue. The current study harnessed recent advancements in optimal control formulations for computational musculoskeletal models to determine potential neuromuscular control strategies to compensate for isolated muscle weakness. Methods A computational shoulder model characterized by independent clavicular, scapular, and humeral kinematics and 138 muscle elements was used. Optimal control-predicted thoracohumeral elevation kinematics were validated against published empirical kinematics. Force-generating capacity of the upper trapezius, middle trapezius, and lower trapezius, and serratus anterior were individually limited to 75%, 50%, and 25% maximal capacity to generate subsequent optimal control predictions of scapulothoracic kinematic changes associated with muscle weakness. Combined limited maximal force-generating capacity of lower trapezius and serratus anterior was also explored. Results Model-predicted scapulothoracic kinematics showed good agreement with reference data, yet some significant differences were identified below 55° thoracohumeral elevation. Fatigue-mediated kinematic changes were most apparent during sagittal plane elevation. Serratus anterior weakness displayed the largest scapulothoracic kinematic changes at all thresholds of limited force-generating capacity. It also prompted the largest compensatory muscle activity changes from other shoulder muscles, while upper trapezius weakness prompted very little compensatory changes in muscle activity. Conclusion Optimal control simulations were used to identify potential compensation mechanisms for shoulder muscle weakness and predict their effects on scapular kinematics. Findings suggest that thoracohumeral elevation in the scapular plane displayed less trapezius coactivity, both when ‘weakened’ and ‘unweakened.’ Thus, scapular plane tasks may isolate serratus anterior, while frontal plane tasks may achieve more balanced coactivation.
dc.description.sponsorship(Natural Sciences and Engineering Research Council) Funding for this research was provided by the Natural Sciences and Engineering Research Council of Canada Discovery Grants Program held by each Dr. Jaclyn Hurley and Dr. Janessa Drake, and an Alexander Graham Bell Postgraduate Doctoral Scholarship held by Matthew S. Russell.
dc.format.mediumPrint-Electronic
dc.identifier.citationRussell, M.S., Mulla, D.M., Keir, P.J. et al. Shoulder Kinematic and Muscle Activity Compensations to Scapular Stabilizer Weakness: An Optimal Control Framework. Ann Biomed Eng 54, 2531–2554 (2026). https://doi.org/10.1007/s10439-025-03915-8
dc.identifier.issn0090-6964
dc.identifier.issn1573-9686
dc.identifier.urihttps://doi.org/10.1007/s10439-025-03915-8
dc.identifier.urihttps://hdl.handle.net/10315/44057
dc.language.isoen
dc.publisherSpringer Nature
dc.rightsAttribution 4.0 Internationalen
dc.rights.publisherCC BY
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectEngineering
dc.subjectBiomedical engineering
dc.subjectRehabilitation
dc.subjectPhysical rehabilitation
dc.subjectNeurosciences
dc.subjectBiological and endogenous factors
dc.subjectMusculoskeletal
dc.subjectMuscle fatigue
dc.subjectComputer simulation
dc.subjectUpper limb
dc.subjectKinematics
dc.symplectic.journalAnnals of Biomedical Engineering
dc.symplectic.pagination1-24
dc.symplectic.subtypeJournal article
dc.titleShoulder Kinematic and Muscle Activity Compensations to Scapular Stabilizer Weakness: An Optimal Control Framework
dc.typeArticle

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
2026_Russell_Shoulder kinematic and muscle activity_Ann Bio Eng.pdf
Size:
4.01 MB
Format:
Adobe Portable Document Format
Description:
Final published article

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.83 KB
Format:
Plain Text
Description: