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Record W3108535751 · doi:10.1097/cce.0000000000000269

Disuse-Induced Muscle Loss and Rehabilitation: The National Aeronautics and Space Administration Bed Rest Study

2020· article· en· W3108535751 on OpenAlexaff
Jessica M. Scott, Meghan E. Downs, Roxanne Buxton, Elizabeth Goetchius, Brent Crowell, Robert Ploutz‐Snyder, Kyle J. Hackney, Jeffrey W. Ryder, Kirk L. English, Lori L. Ploutz‐Snyder

Bibliographic record

VenueCritical Care Explorations · 2020
Typearticle
Languageen
FieldMedicine
TopicSpaceflight effects on biology
Canadian institutionsKelowna General Hospital
FundersNational Cancer Institute
KeywordsMedicineBed restRehabilitationMuscle atrophyPhysical therapyPhysical medicine and rehabilitationAtrophyRectus femoris muscleSoleus muscleVastus medialisSurgeryAnatomyInternal medicineElectromyographySkeletal muscle

Abstract

fetched live from OpenAlex

Objectives: The time course and magnitude of atrophic remodeling and the effects of an acute rehabilitation program on muscle atrophy are unclear. We sought to characterize bed rest–induced leg muscle atrophy and evaluate the safety and efficacy of an acute rehabilitation program. Design: Prespecified analysis of a randomized controlled trial. Setting: Single-center urban hospital. Patients: Adults (24–55 yr) randomized to 70 days of sedentary bed rest. Interventions: The 11-day post-bed rest rehabilitation program consisted of low intensity exercise and progressed to increased aerobic exercise duration, plyometric exercises, and higher intensity resistance exercise. Measurements and Main Results: Upper (rectus femoris, vastus lateralis, quadriceps, hamstrings, adductors) and lower leg (medial gastrocnemius, lateral gastrocnemius, and soleus) MRI scans were obtained once before, nine times during, and three times after bed rest to assess muscle cross-sectional area. The magnitude and rate of muscle atrophy and recovery were determined for each muscle. Nine participants completed 70 days of sedentary bed rest and an 11-day rehabilitation program. A total of 11,588 muscle cross-sectional area images were quantified. Across all muscles except the rectus femoris (no change), there was a linear decline during bed rest, with the highest atrophic rate occurring in the soleus (–0.33%/d). Following rehabilitation, there was rapid recovery in all muscles; however, the quadriceps (–3.74 cm 2 ; 95% CI, –7.36 to –0.12; p = 0.04), hamstrings (–2.30 cm 2 ; 95% CI, –4.07 to –0.54; p = 0.01), medial gastrocnemius (–0.62 cm 2 ; 95% CI, –1.10 to –0.14; p = 0.01), and soleus (–1.85 cm 2 ; 95% CI, –2.90 to –0.81; p < 0.01) remained significantly lower than baseline. Conclusions: Bed rest results in upper and lower leg muscle atrophy in a linear pattern, and an 11-day rehabilitation program was safe and effective in initiating a rapid trajectory of muscle recovery. These findings provide important information regarding the design and refinement of rehabilitation programs following bed rest.

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)0.003
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.078
GPT teacher head0.381
Teacher spread0.303 · 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

Citations12
Published2020
Admission routes1
Has abstractyes

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