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Maximal active force in skinned muscle fibres from children with cerebral palsy

2025· article· en· W4409563644 on OpenAlexafffund
Venus Joumaa, Faizan Syed, Jason Howard, Latif Omerkhil, Sach Dabgotra, Isaac Obrigewitsch, Shuyue Liu, Robert John Holash, T.R. Leonard, Walter Herzog

Bibliographic record

VenueJournal of Biomechanics · 2025
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsUniversity of Calgary
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchUniversity of Calgary
KeywordsCerebral palsyPhysical medicine and rehabilitationMedicineAnatomy

Abstract

fetched live from OpenAlex

The aim of this study was to gain insight into the origins of muscle weakness in children with cerebral palsy (CP) by investigating active force in single muscle fibres isolated from the adductor longus (AL) of children with CP. Single skinned muscle fibres (n = 43, from 11 children with CP) were isolated and tested for their maximal active stress, instantaneous stiffness, and the ratio of active stress to stiffness at a sarcomere length (SL) of 2.4 µm, and passive stress at SLs of 2.4, 2.6, 2.8, 3.0, 3.2, and 3.4 µm. The muscle biopsies were tested for their total myofibrillar protein content using a BCA assay, and myosin heavy chain, actin, titin and nebulin content using gel electrophoresis. Muscle biopsies from the vastus lateralis of healthy adults (HA; n = 19 fibres from 4 subjects) were used for comparison. The maximal active stress and the instantaneous stiffness, expressed as active elastic modulus, were lower in the CP fibres compared to the HA fibres (79 ± 4 vs. 170 ± 11 kPa, and 5479 ± 381 vs. 8943 ± 402 kPa, respectively). The maximal active stress to stiffness ratio was not different between CP and HA fibres (0.016 ± 0.001 vs. 0.020 ± 0.002). Actin, titin and nebulin content was reduced in the CP compared to the HA samples. Passive stress was also reduced in the CP fibres at SLs of 2.8, 3.0, 3.2 and 3.6 µm. These results suggest that the contractile ability of muscles from children with CP is compromised at the fibre level and this is likely the result of a decrease in sarcomeric proteins such as actin, titin and nebulin.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.245
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes2
Has abstractyes

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