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Record W3039773283

Tolérance à l’effort global et fatigabilité musculaire dans les maladies respiratoires chroniques : Méthodes d’évaluation et identification des mécanismes neuromusculaires sous-jacents

2020· dissertation· fr· W3039773283 on OpenAlexaff
Mathieu Gruet

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2020
Typedissertation
Languagefr
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsImpact
Fundersnot available
KeywordsHumanitiesPhilosophyMedicine
DOInot available

Abstract

fetched live from OpenAlex

This post-doctoral dissertation (habilitation) aims to provide a detailed synthesis of my research activities performed after my PhD, across the 2011-2019 period. I have gathered and presented some works with the intention to better describe and understand the limitations to physical exercise in chronic respiratory disorders (CRD). My approach suggests a complementary between whole-body exercise tests and isolated muscle assessments. The usefulness of these tests is exemplified through the presentation of several studies conducted in people with cystic fibrosis, chronic obstructive pulmonary disease (COPD) and obstructive sleep apnea.Collectively, some of our results suggest that each maximal and submaximal whole-body exercise test has its own interests and limitations. These tests should be viewed as complementary rather than interchangeable. The choice and frequency for the use of these tests should be considered with an individualized approach, taking into consideration the nature of the disease, its severity, some events modulating disease progression and hospital resources. Whole-body exercise tests, albeit useful to det ct and quantify exercise intolerance, are often less adapted to identify some of the underlying physiological mechanisms. In particular, the various neuromuscular abnormalities observed in people with CRD legitimize the evaluation of physical abilities using tests that isolate peripheral muscle function.Despite arguments supporting peripheral muscle abnormalities in cystic fibrosis, our studies suggest a preserved muscle metabolic function and contractility during local fatiguing exercises in individuals with mild to moderate lung disease. Some of our recent works now investigate the potential influence of CFTR genotype severity on peripheral muscle function in people with cystic fibrosis. Beyond peripheral factors, there are strong evidences supporting corticospinal abnormalities in CRD, especially in severe phenotypes, possibly linked with peripheral muscle dysfunction in these individuals. We found that cerebrovascular and corticospinal abnormalities observed at rest in people with severe obstructive sleep apnea persisted during physical exercise, with a potential contribution to reduced muscle strength, increased muscle fatigability or reduced maximal aerobic capacities.The last part of this dissertation is dedicated to the presentation of future research perspectives. I propose a rationale that legitimate the examination of limitations to physical exercise in aging individuals with CRD in demanding cognitive-motor contexts. We are currently investigating the hypothesis of a particular increase in muscle fatigability in people with COPD during cognitive-motor dual-tasks, related with abnormalities in central command. The traditional neuromuscular indicators are, however, somewhat limited for the understanding of such a complex phenomenon, which is influenced by several interconnected components (i.e. cortical, spinal, muscular). We are currently developing a methodology for facilitating the use of various indicators of neuromuscular complexity derived from nonlinear dynamics, in the specific context of muscle fatigability. The use of such indicators adapted to the study of the complexity of the neuromuscular system will allow shedding light on the psychophysiological limitations experienced by the individuals with CRD in demanding cognitive-motor contexts. Such investigations will favor the development of new treatment modalities in these specific populations

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)0.012
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.030
GPT teacher head0.309
Teacher spread0.280 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2020
Admission routes1
Has abstractyes

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Same venueHAL (Le Centre pour la Communication Scientifique Directe)→Same topicChronic Obstructive Pulmonary Disease (COPD) Research→French-language works237,207→