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Record W4408845469 · doi:10.1113/ep091436

A critical assessment of sympathetic restraint in submaximal exercise: Implications for integrated cardiovascular circuit control in exercise

2025· review· en· W4408845469 on OpenAlexafffund
P Drouin, Stacey P. A. Forbes, Abby K. Zedic, Stuart P. S. Mladen, Michael E. Tschakovsky

Bibliographic record

VenueExperimental Physiology · 2025
Typereview
Languageen
FieldMedicine
TopicHeart Rate Variability and Autonomic Control
Canadian institutionsQueen's University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsVasodilationCardiologyCardiac outputMedicineBlood pressureCircuit trainingSympathetic nervous systemInternal medicineBlood flowBaroreflexExercise physiologyHeart ratePhysical medicine and rehabilitation

Abstract

fetched live from OpenAlex

Abstract Sympathetic restraint in exercising muscle is currently viewed as required to prevent ‘excess’ vasodilatation from exceeding the cardiac output () response, even in submaximal exercise. Certainly, muscle vasodilatory capacity dictates the requirement for sympathetic restraint when cardiac pumping capacity is approached. However, a similar role in submaximal exercise has at least two important implications for integrated cardiovascular control in exercise that have not been considered. First, such a role means that there is a ‘set’ response to a given exercise challenge that dictates the cardiovascular circuit flow and therefore the vasodilatation allowed such that –peripheral blood flow balance and target arterial blood pressure are achieved. This represents a ‘cardiocentric’ model of integrated cardiovascular control, whereby the heart leads and the peripheral resistance vessel tone is modulated accordingly. Second, what is commonly described as ‘tight’ matching of exercising muscle oxygen delivery relative to demand would therefore require that the response is closely ‘calibrated’ to exercising muscle metabolic demand. This would require a means of driving cardiac activation via precise communication of exercising muscle metabolic demand. However, considerable evidence demonstrates that ‘excess’ vasodilatation in a healthy system simply leads to a matching increased without arterial blood pressure compromise. This review re‐examines the evidence for existence of sympathetic restraint in exercising muscle and its currently proposed role. We propose that key questions remain unanswered and that renewed investigation into sympathetic restraint and its role can lead to important advances in understanding integrated cardiovascular control in exercise.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.907
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.042
GPT teacher head0.390
Teacher spread0.349 · 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.

Study designOther design
Domainnot available
GenreReview

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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