Evidence map›Paper›PMID 41779314›Full record

ArticleAnnals of biomedical engineering2026

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

Matthew S Russell, Daanish M Mulla, Peter J Keir, Edward K Chadwick, Dimitra Blana, Janessa D M Drake, Jaclyn N Chopp-Hurley

Abstract read
In one paragraph

Article in Annals of biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Matthew S RussellSchool of Kinesiology and Health Science, York University, 4700 Keele Street, Toronto, Ontario, M3J 1P3, Canada.ORCID http://orcid.org/0000-0002-5534-8632
Daanish M MullaSchool of Kinesiology and Health Science, York University, 4700 Keele Street, Toronto, Ontario, M3J 1P3, Canada.
Peter J KeirDepartment of Kinesiology, McMaster University, Hamilton, Ontario, Canada.ORCID http://orcid.org/0000-0002-9811-1547
Edward K ChadwickSchool of Engineering, University of Aberdeen, Aberdeen, Scotland, UK.ORCID http://orcid.org/0000-0003-0877-5110
Dimitra BlanaSchool of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, Scotland, UK.ORCID http://orcid.org/0000-0003-0488-6120
Janessa D M DrakeSchool of Kinesiology and Health Science, York University, 4700 Keele Street, Toronto, Ontario, M3J 1P3, Canada.ORCID http://orcid.org/0000-0003-4380-372X
Jaclyn N Chopp-HurleySchool of Kinesiology and Health Science, York University, 4700 Keele Street, Toronto, Ontario, M3J 1P3, Canada. jnhurley@yorku.ca.ORCID http://orcid.org/0000-0001-5211-6417

Funding

Natural Sciences and Engineering Research Council of Canada Alexander Graham Bell Postgraduate Doctoral ScholarshipNatural Sciences and Engineering Research Council of Canada Discovery Grant
6 · The paper itself

Abstract

purposeShoulder 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.

methodsA 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.

resultsModel-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.

conclusionOptimal 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.

Indexed as

Models, BiologicalMuscle, SkeletalMuscle WeaknessScapulaShoulderBiomechanical PhenomenaHumansComputer simulationKinematicsMuscle fatigueUpper limb

Identifiers

PMID41779314
PMCPMC13391750

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.