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Record W4415954425 · doi:10.1186/s40798-025-00909-7

Strategies to Augment the Cardiovascular System and Acutely Enhance Exercise Performance in Individuals with Spinal Cord Injury: A Systematic Scoping Review

2025· review· en· W4415954425 on OpenAlexaff
Daniel D. Hodgkiss, Shane J. T. Balthazaar, Cameron M. Gee, Shin‐Yi Chiou, Samuel J. E. Lucas, Tom E. Nightingale

Bibliographic record

VenueSports Medicine - Open · 2025
Typereview
Languageen
FieldMedicine
TopicSpinal Cord Injury Research
Canadian institutionsUniversity of British ColumbiaInternational Collaboration On Repair Discoveries
FundersAcademy of Medical SciencesInternational Spinal Research TrustHeart Research UK
KeywordsAugmentSpinal cord injuryMEDLINEOutcome (game theory)Focus (optics)

Abstract

fetched live from OpenAlex

BACKGROUND: Spinal cord injury (SCI) affects motor and autonomic functions that reduce exercise capacity. Specifically, the loss of sympathetic drive following SCI at or above the sixth thoracic segment (≥ T6) can impair cardiovascular responses to exercise. This systematic scoping review aimed to identify ergogenic strategies that may augment the cardiovascular system and acutely enhance exercise performance in individuals with SCI. METHODS: A systematic literature search was conducted using electronic databases (Medline, Embase, Web of Science) from inception to 1st April 2025. Studies were included if they met the following eligibility criteria: (1) human participants (aged ≥ 16 years); (2) any acquired SCI (traumatic, infection, cancer); (3) any sample size but must be > 80% SCI; (4) acute, single, volitional exercise sessions with cross-over design (i.e., ergogenic strategy and control sessions); (5) report a measurable exercise performance outcome, and (6) the strategy used to enhance performance must have a theoretical effect on the cardiovascular system. Data were extracted from eligible studies and charted. Hedges' g summary effect sizes were calculated to quantify the magnitude of effects across strategies. RESULTS: A total of 7266 possible articles were identified. Following a full-text review, 32 articles were included. Findings were reported by strategy, defined as either mechanical (e.g., abdominal binders, lower-body compression, passive leg exercise and supine posture) or neuromodulatory [e.g., autonomic dysreflexia (AD), functional electrical stimulation (FES), pharmaceuticals/supplements/stimulants, and spinal cord stimulation (SCS)]. The neuromodulatory strategies appeared more robust at augmenting cardiovascular and performance outcomes, particularly AD, FES, and SCS. CONCLUSIONS: We examined methods to improve acute exercise performance by augmenting the cardiovascular system in individuals with SCI. The large heterogeneity across methodologies and outcome measures made it challenging to draw conclusions regarding the underlying physiological mechanisms. Consequently, providing definitive recommendations on the best strategies to enhance performance was not possible based on current literature. Future research should be conducted across all ergogenic strategies, with a careful focus on females, trained and untrained participants, and individuals who are more likely to benefit from improvements in cardiovascular output (i.e., SCI ≥ T6). Registration This review was pre-registered on the Open Science Framework ( https://osf.io/w7apu/ ).

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)0.008
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: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.269
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0090.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.071
GPT teacher head0.448
Teacher spread0.376 · 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 designSystematic review
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

Citations0
Published2025
Admission routes1
Has abstractyes

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