Evidence map›Paper›PMID 29309405›Full record

ArticlePLoS computational biology2018

Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles.

Akira Nagamori, Christopher M Laine, Francisco J Valero-Cuevas

Open access · goldAbstract read
In one paragraph

Article in PLoS computational biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
1.6field-weighted citation impact, top 19% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
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  5. Article
  6. Numerical instability of Hill-type muscle models.Journal of the Royal Society, Interface · 2023
    Review
  7. Neuromuscular control: from a biomechanist's perspective.Frontiers in sports and active living · 2023
    Review
  8. Article
  9. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Akira NagamoriDivision of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California, United States of America.ORCID 0000-0003-4699-1260
Christopher M LaineDivision of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California, United States of America.
Francisco J Valero-CuevasDivision of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California, United States of America.
University of Southern California · US

Funding

Structure &function of the fingers tendinous apparatusR01AR052345 · NIAMS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VALERO-CUEVAS, FRANCISCO J · 2005 to 2017
$3.7M
Control of finger movement and force for precision pinchR01AR050520 · NIAMS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VALERO-CUEVAS, FRANCISCO J · 2004 to 2014
$2.9M
Functional reorganization of reticulospinal drive in hemiparetic strokeR21NS113613 · NINDS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VALERO-CUEVAS, FRANCISCO J · 2019 to 2020
$454k
NIAMS NIH HHS R01 AR050520NIAMS NIH HHS R01 AR052345NIH HHS R01-AR050520NIH HHS R01-AR052345NINDS NIH HHS R21 NS113613
6 · The paper itself

Abstract

Involuntary force variability below 15 Hz arises from, and is influenced by, many factors including descending neural drive, proprioceptive feedback, and mechanical properties of muscles and tendons. However, their potential interactions that give rise to the well-structured spectrum of involuntary force variability are not well understood due to a lack of experimental techniques. Here, we investigated the generation, modulation, and interactions among different sources of force variability using a physiologically-grounded closed-loop simulation of an afferented muscle model. The closed-loop simulation included a musculotendon model, muscle spindle, Golgi tendon organ (GTO), and a tracking controller which enabled target-guided force tracking. We demonstrate that closed-loop control of an afferented musculotendon suffices to replicate and explain surprisingly many cardinal features of involuntary force variability. Specifically, we present 1) a potential origin of low-frequency force variability associated with co-modulation of motor unit firing rates (i.e.,'common drive'), 2) an in-depth characterization of how proprioceptive feedback pathways suffice to generate 5-12 Hz physiological tremor, and 3) evidence that modulation of those feedback pathways (i.e., presynaptic inhibition of Ia and Ib afferents, and spindle sensitivity via fusimotor drive) influence the full spectrum of force variability. These results highlight the previously underestimated importance of closed-loop neuromechanical interactions in explaining involuntary force variability during voluntary 'isometric' force control. Furthermore, these results provide the basis for a unifying theory that relates spinal circuitry to various manifestations of altered involuntary force variability in fatigue, aging and neurological disease.

Indexed as

Computer SimulationElasticityHumansIsometric ContractionMechanoreceptorsModels, BiologicalModels, NeurologicalMotor NeuronsMuscle, SkeletalMuscle SpindlesSensory Receptor CellsTendonsViscosity

Identifiers

PMID29309405
PMCPMC5774830
OpenAlexW2783089176

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.