ArticleThe Journal of physiology2023
Two motor neuron synergies, invariant across ankle joint angles, activate the triceps surae during plantarflexion.
Article in The Journal of physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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
17 citing papers in PubMed, 26 citations in OpenAlex.
- Common inputs to motor units are modulated by force profile and muscle length.Experimental physiology · 2026Article
- Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom.Journal of neuroengineering and rehabilitation · 2026Article
- Voluntary Dissociation of Motor Unit Activity in the Vastii Muscles.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Independent neural drives and distinct motor unit discharge characteristics in hamstring muscles during isometric knee flexion.European journal of applied physiology · 2026Article
- Adaptation of motor unit synergies in the synergetic ankle plantarflexors in ambulatory persons with incomplete spinal cord injury.Journal of neuroengineering and rehabilitation · 2026Article
- Leveraging neural drive to assess hand motor function in individuals with chronic stroke.Journal of neuroengineering and rehabilitation · 2026Article
- Analysis of motor units with high-density surface electromyography: methodological considerations and physiological significance.European journal of applied physiology · 2026Review
- A single low-dimensional neural component of spinal motor neuron activity explains force generation across repetitive isometric tasks.iScience · 2025Article
- Effects of spinal transection and locomotor speed on muscle synergies of the cat hindlimb.The Journal of physiology · 2025Article
- Flexible control of motor units: is the multidimensionality of motor unit manifolds a sufficient condition?The Journal of physiology · 2025Article
- Next-Generation Neurotechnologies Inspired by Motor Primitive Model for Restoring Human Natural Movement.Research (Washington, D.C.) · 2025Review
- Achilles tendon morpho-mechanical parameters are related to triceps surae motor unit firing properties.Journal of neurophysiology · 2024Article
- The Volitional Control of Individual Motor Units Is Constrained within Low-Dimensional Neural Manifolds by Common Inputs.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Muscle Synergy Analysis as a Tool for Assessing the Effectiveness of Gait Rehabilitation Therapies: A Methodological Review and Perspective.Bioengineering (Basel, Switzerland) · 2024Review
- Explaining the influence of practice on the grooved pegboard times of older adults: role of force steadiness.Experimental brain research · 2024Article
- Control of motor output during steady submaximal contractions is modulated by contraction history.Experimental brain research · 2024Article
- American Society of Biomechanics Journal of Biomechanics Award 2021: Exploring the Functional Boundaries and Metabolic Consequences of Triceps Surae Force-Length Relations during Walking.Journal of biomechanics · 2023Article
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 3 institutions in 5 countries.
Funding
Abstract
Recent studies have suggested that the nervous system generates movements by controlling groups of motor neurons (synergies) that do not always align with muscle anatomy. In this study, we determined whether these synergies are robust across tasks with different mechanical constraints. We identified motor neuron synergies using principal component analysis (PCA) and cross-correlations between smoothed discharge rates of motor neurons. In part 1, we used simulations to validate these methods. The results suggested that PCA can accurately identify the number of common inputs and their distribution across active motor neurons. Moreover, the results confirmed that cross-correlation can separate pairs of motor neurons that receive common inputs from those that do not receive common inputs. In part 2, 16 individuals performed plantarflexion at three ankle angles while we recorded EMG signals from the gastrocnemius lateralis (GL) and medialis (GM) and the soleus (SOL) with grids of surface electrodes. The PCA revealed two motor neuron synergies. These motor neuron synergies were relatively stable, with no significant differences in the distribution of motor neuron weights across ankle angles (P = 0.62). When the cross-correlation was calculated for pairs of motor units tracked across ankle angles, we observed that only 13.0% of pairs of motor units from GL and GM exhibited significant correlations of their smoothed discharge rates across angles, confirming the low level of common inputs between these muscles. Overall, these results highlight the modularity of movement control at the motor neuron level, suggesting a sensible reduction of computational resources for movement control. KEY POINTS: The CNS might generate movements by activating groups of motor neurons (synergies) with common inputs. We show here that two main sources of common inputs drive the motor neurons innervating the triceps surae muscles during isometric ankle plantarflexions. We report that the distribution of these common inputs is globally invariant despite changing the mechanical constraints of the tasks, i.e. the ankle angle. These results suggest the functional relevance of the modular organization of the CNS to control movements.
Indexed as
Identifiers
What OpenQuestion holds
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.