SynthesisPloS one2016
Strategies for Rapid Muscle Fatigue Reduction during FES Exercise in Individuals with Spinal Cord Injury: A Systematic Review.
Synthesis in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 4 of them syntheses that pooled 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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
36 citing papers in PubMed, 4 syntheses or guidelines pooled it, 97 citations in OpenAlex.
- Treatments of fatigue after spinal cord injury: a systematic review and meta-analysis.Spinal cord · 2025Pooled it
- Risk factors associated with quadbike crashes: a systematic review.World journal of emergency surgery : WJES · 2022Pooled it
- Functional electrical stimulation cycling exercise after spinal cord injury: a systematic review of health and fitness-related outcomes.Journal of neuroengineering and rehabilitation · 2021Pooled it
- Transcutaneous spinal cord stimulation and motor responses in individuals with spinal cord injury: A methodological review.PloS one · 2021Pooled it
- Addition of Neuromuscular Electrical Stimulation, Based on the Level of Excitability, to an Intradialytic Twice-Weekly Cycling Protocol: A Randomized Trial.Physiotherapy research international : the journal for researchers and clinicians in physical therapy · 2026Trial
- Single session exercises and concurrent functional electrical stimulation are more effective on muscles' force generation than only exercises in spinal cord injured persons: a feasibility study.Journal of musculoskeletal & neuronal interactions · 2020Trial
- Long-term use of implanted peroneal functional electrical stimulation for stroke-affected gait: the effects on muscle and motor nerve.Journal of neuroengineering and rehabilitation · 2019Trial
- Effect of tendon vibration during wide-pulse neuromuscular electrical stimulation (NMES) on the decline and recovery of muscle force.BMC neurology · 2017Trial
- Bibliometric analysis of research on spinal cord injury and functional electrical stimulation: trends and frontiers.Spinal cord · 2026Article
- Study on the Vocal Fold Movement Characteristics of Canine Models With Nerve Paralysis Caused by Different Site Injuries.World journal of otorhinolaryngology - head and neck surgery · 2025Article
- Enhancing Functional Recovery After Spinal Cord Injury Through Neuroplasticity: A Comprehensive Review.International journal of molecular sciences · 2025Review
- Multi-Channel Functional Electrical Stimulation to Improve Specificity of Hand Extension.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2025Article
- Development and testing of range of motion driven motor unit recruitment device for knee rehabilitation: A randomized controlled trial.MethodsX · 2025Article
- Advancing biohybrid robotics: Innovations in contraction models, control techniques, and applications.Biophysics reviews · 2025Review
- Electrical stimulation in upper limb assistance: opportunities and challenges.Frontiers in neuroscience · 2025Review
- A wearable functional electrical stimulation device with a movable electrode for motor point tracking.Frontiers in bioengineering and biotechnology · 2025Article
- Electrical stimulation for the treatment of spinal cord injuries: A review of the cellular and molecular mechanisms that drive functional improvements.Frontiers in cellular neuroscience · 2023Review
- Effects of two different paradigms of electrical stimulation exercise on cardio-metabolic risk factors after spinal cord injury. A randomized clinical trial.Frontiers in neurology · 2023Article
- Therapists' perspectives on using brain-computer interface-triggered functional electrical stimulation therapy for individuals living with upper extremity paralysis: a qualitative case series study.Journal of neuroengineering and rehabilitation · 2022Article
- After 55 Years of Neurorehabilitation, What Is the Plan?Brain sciences · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRapid muscle fatigue during functional electrical stimulation (FES)-evoked muscle contractions in individuals with spinal cord injury (SCI) is a significant limitation to attaining health benefits of FES-exercise. Delaying the onset of muscle fatigue is often cited as an important goal linked to FES clinical efficacy. Although the basic concept of fatigue-resistance has a long history, recent advances in biomedical engineering, physiotherapy and clinical exercise science have achieved improved clinical benefits, especially for reducing muscle fatigue during FES-exercise. This review evaluated the methodological quality of strategies underlying muscle fatigue-resistance that have been used to optimize FES therapeutic approaches. The review also sought to synthesize the effectiveness of these strategies for persons with SCI in order to establish their functional impacts and clinical relevance.
methodsPublished scientific literature pertaining to the reduction of FES-induced muscle fatigue was identified through searches of the following databases: Science Direct, Medline, IEEE Xplore, SpringerLink, PubMed and Nature, from the earliest returned record until June 2015. Titles and abstracts were screened to obtain 35 studies that met the inclusion criteria for this systematic review.
resultsFollowing the evaluation of methodological quality (mean (SD), 50 (6) %) of the reviewed studies using the Downs and Black scale, the largest treatment effects reported to reduce muscle fatigue mainly investigated isometric contractions of limited functional and clinical relevance (n = 28). Some investigations (n = 13) lacked randomisation, while others were characterised by small sample sizes with low statistical power. Nevertheless, the clinical significance of emerging trends to improve fatigue-resistance during FES included (i) optimizing electrode positioning, (ii) fine-tuning of stimulation patterns and other FES parameters, (iii) adjustments to the mode and frequency of exercise training, and (iv) biofeedback-assisted FES-exercise to promote selective recruitment of fatigue-resistant motor units.
conclusionAlthough the need for further in-depth clinical trials (especially RCTs) was clearly warranted to establish external validity of outcomes, current evidence was sufficient to support the validity of certain techniques for rapid fatigue-reduction in order to promote FES therapy as an integral part of SCI rehabilitation. It is anticipated that this information will be valuable to clinicians and other allied health professionals administering FES as a treatment option in rehabilitation and aid the development of effective rehabilitation interventions.
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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.