ArticleJournal of neural engineering2022
A computational approach for generating continuous estimates of motor unit discharge rates and visualizing population discharge characteristics.
Abstract read
In one paragraph
Article in Journal of neural engineering, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
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
21 citing papers in PubMed.
- Age-related differences in motor unit discharge rate modulation across contraction levels.GeroScience · 2026Article
- Reverse engineering of motor unit discharge in multiple sclerosis reveals heterogeneity of voluntary motor commands.medRxiv : the preprint server for health sciences · 2026Article
- Isometric handgrip contraction increases tibialis anterior intrinsic motoneuron excitability in a dose-dependent manner.Experimental physiology · 2026Article
- The modulation of human motoneuron discharge patterns with contraction force in resistance- and endurance-trained individuals.Journal of applied physiology (Bethesda, Md. : 1985) · 2026Article
- Motor unit discharge properties are modestly influenced by menstrual cycle-related fluctuations in sex hormone concentrations.bioRxiv : the preprint server for biology · 2026Article
- Motor unit discharge properties of the vastii muscles and their modulation with contraction level depend on the knee-joint angle.Journal of applied physiology (Bethesda, Md. : 1985) · 2026Article
- Intrinsic Motoneuron Excitability Differentiates Sarcopenic, Nonsarcopenic and Athletic Ageing Phenotypes.Journal of cachexia, sarcopenia and muscle · 2025Article
- Is soleus intrinsic motor neuron excitability contributing to motor deficits in runners with Achilles tendinopathy?European journal of applied physiology · 2025Article
- Pathophysiology of voluntary motor commands at the level of the spinal motoneuron in patients with multiple sclerosis.medRxiv : the preprint server for health sciences · 2025Article
- A novel protocol to investigate the monoaminergic relationship between descending nociceptive and motor unit neuromodulation.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2025Article
- Sex Differences in Motor Unit Behavior in Patients With Parkinson's Disease.The European journal of neuroscience · 2025Article
- Intrinsic properties of spinal motoneurons degrade ankle torque control in humans.The Journal of physiology · 2025Article
- Article
- Voluntary co-contraction of ankle muscles alters motor unit discharge characteristics and reduces estimates of persistent inward currents.The Journal of physiology · 2024Article
- Relationships among motor unit discharge parameters used to estimate synaptic inputs to motoneurons.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2024Article
- Voluntary co-contraction of ankle muscles alters motor unit discharge characteristics and reduces estimates of persistent inward currents.bioRxiv : the preprint server for biology · 2024Article
- Motor unit firing rate modulation is more impaired during flexion synergy-driven contractions of the biceps brachii in chronic stroke.medRxiv : the preprint server for health sciences · 2023Article
- Neuromotor control of spontaneous quiet breathing in awake rats evaluated by assessments of diaphragm EMG stationarity.Journal of neurophysiology · 2023Article
- Estimates of persistent inward currents in lower limb motoneurons are larger in females than in males.Journal of neurophysiology · 2023Article
- A geometric approach to quantifying the neuromodulatory effects of persistent inward currents on individual motor unit discharge patterns.Journal of neural engineering · 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.
James A BeauchampDepartment of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0003-2288-8672
Obaid U KhurramDepartment of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0001-9103-4713
Julius P A DewaldDepartment of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0003-0641-8400
C J HeckmanDepartment of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0002-1324-7278
Gregory E P PearceyDepartment of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0002-6751-4351
Funding
EFFECT OF NEURAL CONSTRAINTS ON MOVEMENT IN STROKER01HD039343 · NICHD · REHABILITATION INSTITUTE OF CHICAGO · PI JULIUS P DEWALD, JUN YAO · 2000 to 2026
$6.0MThe Human Motor Output MapR01NS098509 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI HECKMAN, CHARLES · 2016 to 2020
$2.1MTrigeminal Nerve Stimulation in Chronic Hemiparetic StrokeF31NS120500 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BEAUCHAMP, JAMES ANDREW · 2020 to 2022
$83kMotor neuron adaptations to satisfy diverse behavioral demandsF32HL151251 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KHURRAM, OBAID UL HAQ · 2020 to 2020
$65kNHLBI NIH HHS F32 HL151251NICHD NIH HHS R01 HD039343NINDS NIH HHS F31 NS120500NINDS NIH HHS R01 NS098509
Abstract
PubMed holds no abstract for this paper.
Indexed as
Motor NeuronsPatient DischargeElectromyographyHumansIsometric ContractionMuscle ContractionMuscle, Skeletaldata visualizationhigh-density surface EMGmotoneuronmotor unit visualizationsupport vector regression
Identifiers
What OpenQuestion holds
Textmetadata
LicenceTDM
Read underepoch 390
Registered trials
None linked
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.