Literature DB >> 28983321

Computer modeling for pharmacological treatments for dystonia.

Samuel A Neymotin1, Salvador Dura-Bernal2, Herman Moreno2,3, William W Lytton2,3.   

Abstract

Dystonia is a movement disorder that produces involuntary muscle contractions. Current pharmacological treatments are of limited efficacy. Dystonia, like epilepsy is a disorder involving excessive activty of motor areas including motor cortex and several causal gene mutations have been identified. In order to evaluate potential novel agents for multitarget therapy for dystonia, we have developed a computer model of cortex that includes some of the complex array of molecular interactions that, along with membrane ion channels, control cell excitability.

Entities:  

Year:  2017        PMID: 28983321      PMCID: PMC5624716          DOI: 10.1016/j.ddmod.2017.02.003

Source DB:  PubMed          Journal:  Drug Discov Today Dis Models        ISSN: 1740-6757


  17 in total

Review 1.  Degeneracy and complexity in biological systems.

Authors:  G M Edelman; J A Gally
Journal:  Proc Natl Acad Sci U S A       Date:  2001-11-06       Impact factor: 11.205

2.  Interictal EEG discoordination in a rat seizure model.

Authors:  Samuel A Neymotin; Heekyung Lee; André A Fenton; William W Lytton
Journal:  J Clin Neurophysiol       Date:  2010-12       Impact factor: 2.177

3.  Disrupted dopamine transmission and the emergence of exaggerated beta oscillations in subthalamic nucleus and cerebral cortex.

Authors:  Nicolas Mallet; Alek Pogosyan; Andrew Sharott; Jozsef Csicsvari; J Paul Bolam; Peter Brown; Peter J Magill
Journal:  J Neurosci       Date:  2008-04-30       Impact factor: 6.167

4.  Computational model of the role of sensory disorganization in focal task-specific dystonia.

Authors:  T D Sanger; M M Merzenich
Journal:  J Neurophysiol       Date:  2000-11       Impact factor: 2.714

5.  Oscillations in sensorimotor cortex in movement disorders: an electrocorticography study.

Authors:  Andrea L Crowell; Elena S Ryapolova-Webb; Jill L Ostrem; Nicholas B Galifianakis; Shoichi Shimamoto; Daniel A Lim; Philip A Starr
Journal:  Brain       Date:  2012-01-16       Impact factor: 13.501

Review 6.  Computer modelling of epilepsy.

Authors:  William W Lytton
Journal:  Nat Rev Neurosci       Date:  2008-07-02       Impact factor: 34.870

7.  The underlying pathophysiology of ictal dystonia in temporal lobe epilepsy: an FDG-PET study.

Authors:  S Dupont; F Semah; M Baulac; Y Samson
Journal:  Neurology       Date:  1998-11       Impact factor: 9.910

8.  Multiscale modeling for clinical translation in neuropsychiatric disease.

Authors:  William W Lytton; Samuel A Neymotin; Cliff C Kerr
Journal:  J Comput Surg       Date:  2014-03-03

9.  Cortical information flow in Parkinson's disease: a composite network/field model.

Authors:  Cliff C Kerr; Sacha J Van Albada; Samuel A Neymotin; George L Chadderdon; P A Robinson; William W Lytton
Journal:  Front Comput Neurosci       Date:  2013-04-25       Impact factor: 2.380

10.  Double Trouble? Potential for Hyperexcitability Following Both Channelopathic up- and Downregulation of I(h) in Epilepsy.

Authors:  Jonas Dyhrfjeld-Johnsen; Robert J Morgan; Ivan Soltesz
Journal:  Front Neurosci       Date:  2009-05-01       Impact factor: 4.677

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  4 in total

1.  Multiscale modeling meets machine learning: What can we learn?

Authors:  Grace C Y Peng; Mark Alber; Adrian Buganza Tepole; William R Cannon; Suvranu De; Salvador Dura-Bernal; Krishna Garikipati; George Karniadakis; William W Lytton; Paris Perdikaris; Linda Petzold; Ellen Kuhl
Journal:  Arch Comput Methods Eng       Date:  2020-02-17       Impact factor: 7.302

2.  Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE.

Authors:  Fernando S Borges; Joao V S Moreira; Lavinia M Takarabe; William W Lytton; Salvador Dura-Bernal
Journal:  Front Neuroinform       Date:  2022-09-22       Impact factor: 3.739

Review 3.  Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences.

Authors:  Mark Alber; Adrian Buganza Tepole; William R Cannon; Suvranu De; Salvador Dura-Bernal; Krishna Garikipati; George Karniadakis; William W Lytton; Paris Perdikaris; Linda Petzold; Ellen Kuhl
Journal:  NPJ Digit Med       Date:  2019-11-25

4.  In silico hippocampal modeling for multi-target pharmacotherapy in schizophrenia.

Authors:  Mohamed A Sherif; Samuel A Neymotin; William W Lytton
Journal:  NPJ Schizophr       Date:  2020-09-21
  4 in total

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