Literature DB >> 25946372

Increased long-latency reflex activity as a sufficient explanation for childhood hypertonic dystonia: a neuromorphic emulation study.

Won J Sohn1, Chuanxin M Niu, Terence D Sanger.   

Abstract

OBJECTIVE: Childhood dystonia is a movement disorder that interferes with daily movements and can have a devastating effect on quality of life for children and their families. Although injury to basal ganglia is associated with dystonia, the neurophysiological mechanisms leading to the clinical manifestations of dystonia are not understood. Previous work suggested that long-latency stretch reflex (LLSR) is hyperactive in children with hypertonia due to secondary dystonia. We hypothesize that abnormal activity in motor cortices may cause an increase in the LLSR leading to hypertonia. APPROACH: We modeled two possibilities of hyperactive LLSR by either creating a tonic involuntary drive to cortex, or increasing the synaptic gain in cortical neurons. Both models are emulated using programmable very-large-scale-integrated-circuit hardware to test their sufficiency for producing dystonic symptoms. The emulation includes a joint with two Hill-type muscles, realistic muscle spindles, and 2,304 Izhikevich-type spiking neurons. The muscles are regulated by a monosynaptic spinal pathway with 32 ms delay and a long-latency pathway with 64 ms loop-delay representing transcortical/supra-spinal connections. MAIN
RESULTS: When the limb is passively stretched, both models produce involuntary resistance with increased antagonist EMG responses similar to human data; also the muscle relaxation is delayed similar to human data. Both models predict reduced range of motion in voluntary movements. SIGNIFICANCE: Although our model is a highly simplified and limited representation of reflex pathways, it shows that increased activity of the LLSR is by itself sufficient to cause many of the features of hypertonic dystonia.

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Year:  2015        PMID: 25946372      PMCID: PMC4475677          DOI: 10.1088/1741-2560/12/3/036010

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  42 in total

Review 1.  Neurophysiology of dystonia: The role of inhibition.

Authors:  Mark Hallett
Journal:  Neurobiol Dis       Date:  2010-09-15       Impact factor: 5.996

2.  Mathematical models of proprioceptors. I. Control and transduction in the muscle spindle.

Authors:  Milana P Mileusnic; Ian E Brown; Ning Lan; Gerald E Loeb
Journal:  J Neurophysiol       Date:  2006-05-03       Impact factor: 2.714

3.  Evidence for a contribution of the motor cortex to the long-latency stretch reflex of the human thumb.

Authors:  C Capaday; R Forget; R Fraser; Y Lamarre
Journal:  J Physiol       Date:  1991       Impact factor: 5.182

4.  Corticospinal excitability in patients with secondary dystonia due to focal lesions of the basal ganglia and thalamus.

Authors:  Carlo Trompetto; Laura Avanzino; Lucio Marinelli; Laura Mori; Elisa Pelosin; Luca Roccatagliata; Giovanni Abbruzzese
Journal:  Clin Neurophysiol       Date:  2011-09-25       Impact factor: 3.708

5.  The two sides of associative plasticity in writer's cramp.

Authors:  David Weise; Axel Schramm; Katja Stefan; Alexander Wolters; Karlheinz Reiners; Markus Naumann; Joseph Classen
Journal:  Brain       Date:  2006-08-18       Impact factor: 13.501

Review 6.  The human stretch reflex and the motor cortex.

Authors:  P B Matthews
Journal:  Trends Neurosci       Date:  1991-03       Impact factor: 13.837

7.  Pallidotomy for severe tardive jaw-opening dystonia.

Authors:  Takao Hashimoto; Kosuke Naito; Kazuo Kitazawa; Sugio Imai; Tetsuya Goto
Journal:  Stereotact Funct Neurosurg       Date:  2010-02-05       Impact factor: 1.875

Review 8.  The pathophysiological basis of dystonias.

Authors:  Xandra O Breakefield; Anne J Blood; Yuqing Li; Mark Hallett; Phyllis I Hanson; David G Standaert
Journal:  Nat Rev Neurosci       Date:  2008-03       Impact factor: 34.870

9.  Hypertonia in childhood secondary dystonia due to cerebral palsy is associated with reflex muscle activation.

Authors:  Johan van Doornik; Sahana Kukke; Terence D Sanger
Journal:  Mov Disord       Date:  2009-05-15       Impact factor: 10.338

Review 10.  Classification and definition of disorders causing hypertonia in childhood.

Authors:  Terence D Sanger; Mauricio R Delgado; Deborah Gaebler-Spira; Mark Hallett; Jonathan W Mink
Journal:  Pediatrics       Date:  2003-01       Impact factor: 7.124

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  6 in total

1.  Neuromorphic meets neuromechanics, part I: the methodology and implementation.

Authors:  Chuanxin M Niu; Kian Jalaleddini; Won Joon Sohn; John Rocamora; Terence D Sanger; Francisco J Valero-Cuevas
Journal:  J Neural Eng       Date:  2017-01-13       Impact factor: 5.379

2.  Neuromorphic meets neuromechanics, part II: the role of fusimotor drive.

Authors:  Kian Jalaleddini; Chuanxin Minos Niu; Suraj Chakravarthi Raja; Won Joon Sohn; Gerald E Loeb; Terence D Sanger; Francisco J Valero-Cuevas
Journal:  J Neural Eng       Date:  2017-01-17       Impact factor: 5.379

3.  Similarity of Involuntary Postures between Different Children with Dystonia.

Authors:  Terence D Sanger; Diana Ferman
Journal:  Mov Disord Clin Pract       Date:  2017-09-14

4.  The Dynamics of Voluntary Force Production in Afferented Muscle Influence Involuntary Tremor.

Authors:  Christopher M Laine; Akira Nagamori; Francisco J Valero-Cuevas
Journal:  Front Comput Neurosci       Date:  2016-08-19       Impact factor: 2.380

5.  A Dynamic Circuit Hypothesis for the Pathogenesis of Blepharospasm.

Authors:  David A Peterson; Terrence J Sejnowski
Journal:  Front Comput Neurosci       Date:  2017-03-07       Impact factor: 2.380

6.  Constraint-induced intervention as an emergent phenomenon from synaptic competition in biological systems.

Authors:  Won J Sohn; Terence D Sanger
Journal:  J Comput Neurosci       Date:  2021-04-06       Impact factor: 1.621

  6 in total

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