Evidence map›Paper›PMID 39994358›Full record

ArticleScientific reports2025

Intermittent hypoxia-induced enhancements in corticospinal excitability predict gains in motor learning and metabolic efficiency.

Alysha T Bogard, Thomas G Hembree, Aviva K Pollet, Andrew C Smith, Stephanie C Ryder, George E Marzloff, Andrew Q Tan

Registry-linked trialAbstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05341466 (Examining the Relationship Between Changes in Corticospinal Excitability and Motor Learning After Acute Intermittent Hypoxia in Able-bodied Individuals for Subsequent Study in Individuals With Incomplete Spinal Cord Injury.), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05341466 nacompletednot on this map

Examining the Relationship Between Changes in Corticospinal Excitability and Motor Learning After Acute Intermittent Hypoxia in Able-bodied Individuals for Subsequent Study in Individuals With Incomplete Spinal Cord Injury.

TypeinterventionalSponsorUniversity of Colorado, BoulderRan2022 to 2025Enrolled56ConditionsIncomplete Spinal Cord InjuryArmsAcute Intermittent Hypoxia, SHAM Acute Intermittent Hypoxia
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Author response to Panza et al.The Journal of physiology · 2025
    Article
  5. Article
  6. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Alysha T BogardSensorimotor Recovery and Neuroplasticity Lab, Department of Integrative Physiology, University of Colorado, Boulder, 80309, USA.
Thomas G HembreeSensorimotor Recovery and Neuroplasticity Lab, Department of Integrative Physiology, University of Colorado, Boulder, 80309, USA.
Aviva K PolletSensorimotor Recovery and Neuroplasticity Lab, Department of Integrative Physiology, University of Colorado, Boulder, 80309, USA.
Andrew C SmithDepartment of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, 80045, USA.
Stephanie C RyderDepartment of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, 80045, USA.
George E MarzloffDepartment of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, 80045, USA.
Andrew Q TanSensorimotor Recovery and Neuroplasticity Lab, Department of Integrative Physiology, University of Colorado, Boulder, 80309, USA. andrew.tan@colorado.edu.

Funding

Techniques DevelopmentP2CHD086844 · NICHD · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI GEORGE, MARK S · 2015 to 2024
$12.7M
Improving mechanistic understanding of responsiveness to spinal cord stimulation after spinal cord injuryK01HD106928 · NICHD · UNIVERSITY OF COLORADO DENVER · PI SMITH, ANDREW CRAIG · 2022 to 2025
$508k
Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes ofHealth K01HD106928NICHD NIH HHS K01 HD106928NICHD NIH HHS P2C HD086844NIH National Center of Neuromodulation for Rehabilitation P2CHD086844
6 · The paper itself

Abstract

Acute intermittent hypoxia (AIH) enhances human motor function after incomplete spinal cord injury. Although the underlying mechanisms in humans are unknown, emerging evidence indicates that AIH facilitates corticospinal excitability to the upper limb. However, the functional relevance of this plasticity remains unexplored, and it is unclear whether similar plasticity can be induced for lower limb motor areas. We recently demonstrated that AIH improves motor adaptation, motor savings, and metabolic efficiency during split-belt walking. Thus, we hypothesized that AIH increases lower limb excitability and that these enhancements would predict the magnitude of motor learning and the corresponding reductions in net metabolic power. We assessed tibialis anterior (TA) excitability using transcranial magnetic stimulation and quantified changes in spatiotemporal asymmetries and net metabolic power in response to split-belt speed perturbations. We show that AIH enhances TA excitability, and that the magnitude of this facilitation positively correlates with greater spatiotemporal adaptation. Notably, we demonstrate a novel association between increased excitability and reduced net metabolic power during motor adaptation and motor savings. Together, our results suggest that AIH-induced gains in excitability predict both the magnitude of motor learning and the associated metabolic efficiency. Determining indices of AIH-induced improvements in motor performance is critical for optimizing its therapeutic reach.

Indexed as

HypoxiaLearningPyramidal TractsAdaptation, PhysiologicalAdultEvoked Potentials, MotorFemaleHumansMaleMotor CortexMuscle, SkeletalTranscranial Magnetic StimulationWalkingYoung Adult

Identifiers

PMID39994358
PMCPMC11850928

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.