Evidence map›Paper›PMID 33370235›Full record

ArticleeLife2020

Diverse and complex muscle spindle afferent firing properties emerge from multiscale muscle mechanics.

Kyle P Blum, Kenneth S Campbell, Brian C Horslen, Paul Nardelli, Stephen N Housley, Timothy C Cope, Lena H Ting

Abstract read
In one paragraph

Article in eLife, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
–field-weighted citation impact
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

39 citing papers in PubMed.

  1. Trial
  2. Article
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  4. A framework for quantifying the mechanics of dexterous grasp.bioRxiv : the preprint server for biology · 2026
    Article
  5. Proprioceptive integration in motor control.The Journal of physiology · 2026
    Article
  6. How temperature tunes muscle mechanics during eccentric contractions.American journal of physiology. Cell physiology · 2026
    Article
  7. Article
  8. Article
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  11. Review
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  13. 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

7 authors.

Kyle P BlumDepartment of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, United States.ORCID https://orcid.org/0000-0002-9760-2053
Kenneth S CampbellDepartment of Physiology, University of Kentucky, Lexington, United States.
Brian C HorslenCoulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, United States.
Paul NardelliSchool of Biological Sciences, Georgia Institute of Technology, Atlanta, United States.
Stephen N HousleySchool of Biological Sciences, Georgia Institute of Technology, Atlanta, United States.
Timothy C CopeCoulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, United States.
Lena H TingCoulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, United States.ORCID https://orcid.org/0000-0001-6854-9444

Funding

Multiscale models of proprioceptive encoding to reveal mechanisms of impaired sensorimotor controlR01HD090642 · NICHD · EMORY UNIVERSITY · PI COPE, TIMOTHY C, SAWICKI, GREGORY STEPHEN · 2016 to 2025
$4.9M
Novel Path to Chronic Sensorimotor Dysfunction and Treatment for ChemotherapyR01CA221363 · NCI · GEORGIA INSTITUTE OF TECHNOLOGY · PI COPE, TIMOTHY C · 2018 to 2022
$1.5M
Proprioceptive models for control of movementF31NS093855 · NINDS · GEORGIA INSTITUTE OF TECHNOLOGY · PI BLUM, KYLE · 2015 to 2017
$131k
NCI NIH HHS R01 CA221363NICHD NIH HHS R01 HD090642NINDS NIH HHS F31 NS093855
6 · The paper itself

Abstract

Despite decades of research, we lack a mechanistic framework capable of predicting how movement-related signals are transformed into the diversity of muscle spindle afferent firing patterns observed experimentally, particularly in naturalistic behaviors. Here, a biophysical model demonstrates that well-known firing characteristics of mammalian muscle spindle Ia afferents - including movement history dependence, and nonlinear scaling with muscle stretch velocity - emerge from first principles of muscle contractile mechanics. Further, mechanical interactions of the muscle spindle with muscle-tendon dynamics reveal how motor commands to the muscle (alpha drive) versus muscle spindle (gamma drive) can cause highly variable and complex activity during active muscle contraction and muscle stretch that defy simple explanation. Depending on the neuromechanical conditions, the muscle spindle model output appears to 'encode' aspects of muscle force, yank, length, stiffness, velocity, and/or acceleration, providing an extendable, multiscale, biophysical framework for understanding and predicting proprioceptive sensory signals in health and disease.

Indexed as

Computer SimulationModels, BiologicalAnimalsFemaleMovementMuscle ContractionMuscle SpindlesRatsRats, Wistarbiophysical modelcomputational biologyneuroscienceproprioceptionratsensory codingsystems biology

Identifiers

PMID33370235
PMCPMC7769569

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Registered trials

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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.