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Record W4412463601 · doi:10.1016/j.jss.2025.06.036

Rectus Femoris Ultrasound to Evaluate Muscle During Prehabilitation for Patients With Cancer

2025· article· en· W4412463601 on OpenAlexafffund
Wariya Vongchaiudomchoke, José A. Morais, Do Jun Kim, Ah-Reum Cho, Francesco Carli

Bibliographic record

VenueJournal of Surgical Research · 2025
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health in Aging
Canadian institutionsMcGill University Health Centre
FundersMcGill University Health CentreMcGill University
KeywordsPrehabilitationMedicineQuadriceps femoris muscleSurgical oncologyPhysical therapySurgery

Abstract

fetched live from OpenAlex

INTRODUCTION: Skeletal muscle wasting is prevalent in patients awaiting cancer surgery. In preparation for surgery, prehabilitation has been shown to enhance functional capacity; however, its impact on muscle remains inconsistent. This exploratory study evaluated muscle changes using ultrasound of rectus femoris before and after prehabilitation in patients with cancer scheduled for surgery. METHODS: Adults referred to a prehabilitation clinic before elective cancer surgery, with a preoperative window of ≥4 wk, were prospectively enrolled in this pre-post interventional study. Participants completed a 4-6 wk prehabilitation program consisting of exercise, nutritional, and psychosocial interventions. Ultrasound assessments of the rectus femoris thickness and echo intensity of the dominant thigh were conducted at baseline and post intervention, alongside physical function assessments. RESULTS: Forty-seven participants (53% female) with a mean age of 69 y were included in the analysis. The most common cancer types were lung (34%) and esophagogastric (28%). Nineteen participants (40%) were receiving neoadjuvant therapy. No significant changes were observed in muscle thickness (0.3 mm; 95% confidence interval [CI], -0.3 to 0.9; P = 0.311) or echo intensity (0.5 arbitrary units; 95% CI, -3.7 to 4.7; P = 0.807) following prehabilitation. However, the 6 minute walk distance increased by 19 m (95% CI, 2 to 37; P = 0.031), reflecting a clinically meaningful improvement in functional capacity. Participants who demonstrated maintenance or improvement in muscle thickness and echo intensity exhibited significant improvements in leg strength and walking capacity. CONCLUSIONS: Ultrasound assessment of rectus femoris is feasible and reliable for monitoring muscle changes during prehabilitation. Prehabilitation may help preserve muscle in patients with cancer during the preoperative period.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.119
Threshold uncertainty score0.191

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.091
GPT teacher head0.501
Teacher spread0.411 · 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 teacher head, 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

Citations3
Published2025
Admission routes2
Has abstractyes

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