ArticlePloS one2016
Cortical Mechanisms of Central Fatigue and Sense of Effort.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- The Effects of Mental Fatigue on Physical Performance: A Systematic Review.Sports medicine (Auckland, N.Z.) · 2017Pooled it
- Transcranial direct current stimulation over motor cortex improves pain in end stage renal disease a randomized controlled trial.Scientific reports · 2025Trial
- Hippocampal skill memory expansion drives online performance dynamics during skill learning.Cell reports · 2026Article
- Human-inspired time-series health evaluation with an adaptive multimodal electronic skin.Science advances · 2026Article
- Skill Memory Expansion Shapes Micro-Scale Dynamics of Skill Learning.bioRxiv : the preprint server for biology · 2026Article
- Clinical utility and prospective of TMS-EEG: Updated review from an international expert group.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2026Review
- Dynamic causal modelling highlights the importance of decreased self-inhibition of the sensorimotor cortex in motor fatigability.Brain structure & function · 2024Article
- The relationship between Central Nervous System morphometry changes and key symptoms in Crohn's disease.Brain imaging and behavior · 2023Article
- Perceived Exertion: Revisiting the History and Updating the Neurophysiology and the Practical Applications.International journal of environmental research and public health · 2022Review
- EEG-Based Spectral Analysis Showing Brainwave Changes Related to Modulating Progressive Fatigue During a Prolonged Intermittent Motor Task.Frontiers in human neuroscience · 2022Article
- Foot sole cutaneous stimulation mitigates neuromuscular fatigue during a sustained plantar flexor isometric task.Journal of applied physiology (Bethesda, Md. : 1985) · 2020Article
- Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data.NPJ science of learning · 2020Article
- The Task at Hand: Fatigue-Associated Changes in Cortical Excitability during Writing.Brain sciences · 2019Article
- Bridging Exercise Science, Cognitive Psychology, and Medical Practice: Is "Cognitive Fatigue" a Remake of "The Emperor's New Clothes"?Frontiers in psychology · 2018Article
- Effort and Fatigue-Related Functional Connectivity in Mild Traumatic Brain Injury.Frontiers in neurology · 2018Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The purpose of this study was to investigate cortical mechanisms upstream to the corticospinal motor neuron that may be associated with central fatigue and sense of effort during and after a fatigue task. We used two different isometric finger abduction protocols to examine the effects of muscle activation and fatigue the right first dorsal interosseous (FDI) of 12 participants. One protocol was intended to assess the effects of muscle activation with minimal fatigue (control) and the other was intended to elicit central fatigue (fatigue). We hypothesized that high frequency repetitive transcranial magnetic stimulation (rTMS) of the supplementary motor area (SMA) would hasten recovery from central fatigue and offset a fatigue-induced increase in sense of effort by facilitating the primary motor cortex (M1). Constant force-sensation contractions were used to assess sense of effort associated with muscle contraction. Paired-pulse TMS was used to assess intracortical inhibition (ICI) and facilitation (ICF) in the active M1 and interhemispheric inhibitory (IHI) was assessed to determine if compensation occurs via the resting M1. These measures were made during and after the muscle contraction protocols. Corticospinal excitability progressively declined with fatigue in the active hemisphere. ICF increased at task failure and ICI was also reduced at task failure with no changes in IHI found. Although fatigue is associated with progressive reductions in corticospinal excitability, compensatory changes in inhibition and facilitation may act within, but not between hemispheres of the M1. rTMS of the SMA following fatigue enhanced recovery of maximal voluntary force and higher levels of ICF were associated with lower sense of effort following stimulation. rTMS of the SMA may have reduced the amount of upstream drive required to maintain motor output, thus contributing to a lower sense of effort and increased rate of recovery of maximal force.
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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.