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Record W4317773750 · doi:10.1101/2023.01.20.23284552

Strength training rescues mitochondrial dysfunction in skeletal muscle of patients with myotonic dystrophy type 1

2023· preprint· en· W4317773750 on OpenAlexaff
Valeria Di Leo, Conor Lawless, Marie-Pier Roussel, Tiago Gomes, Gráinne S. Gorman, Oliver M. Russell, Helen Tuppen, Élise Duchesne, Amy E. Vincent

Bibliographic record

VenuemedRxiv · 2023
Typepreprint
Languageen
FieldNeuroscience
TopicGenetic Neurodegenerative Diseases
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsMyotonic dystrophySkeletal muscleStrength trainingMitochondrial DNAInternal medicineMitochondrionCohortOxidative phosphorylationMedicineCardiologyEndocrinologyBiologyPhysical therapyGeneticsGeneBiochemistry

Abstract

fetched live from OpenAlex

Abstract Myotonic dystrophy type 1 (DM1) is a neuromuscular disorder, for which no cure exists. This study investigates the effects of 12-week strength training on mitochondrial oxidative phosphorylation in skeletal muscle in a cohort of DM1 patients (n=11, males) in comparison to untrained sex-matched healthy subjects. Immunofluorescence was used to assess protein levels of key respiratory chain subunits of complex I (CI) and complex IV (CIV), and markers of mitochondrial mass and cell membrane in individual myofibers sampled from biopsies. We classified each patient myofiber as having normal, low or high levels of CI and CIV and compared the proportions of affected fibers before and after exercise training. The significance of changes observed between pre- and post-exercise training within patients was estimated using a permutation test. At baseline, DM1 patients present with significantly decreased mitochondrial mass, and isolated or combined CI and CIV deficiency. After strength training, in most patients a significant increase in mitochondrial mass was observed, and all patients showed a significant increase in CI and/or CIV protein levels. Remarkably, 12-week strength training is sufficient to partially rescue mitochondrial dysfunction in DM1 patients, suggesting exercise as an inexpensive and accessible therapy option.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.045
GPT teacher head0.263
Teacher spread0.218 · 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 designBench or experimental
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

Citations2
Published2023
Admission routes1
Has abstractyes

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Same venuemedRxiv→Same topicGenetic Neurodegenerative Diseases→French-language works237,207→