Literature DB >> 24057225

Exploring how extracellular electric field modulates neuron activity through dynamical analysis of a two-compartment neuron model.

Guo-Sheng Yi1, Jiang Wang, Xi-Le Wei, Kai-Ming Tsang, Wai-Lok Chan, Bin Deng, Chun-Xiao Han.   

Abstract

To investigate how extracellular electric field modulates neuron activity, a reduced two-compartment neuron model in the presence of electric field is introduced in this study. Depending on neuronal geometric and internal coupling parameters, the behaviors of the model have been studied extensively. The neuron model can exist in quiescent state or repetitive spiking state in response to electric field stimulus. Negative electric field mainly acts as inhibitory stimulus to the neuron, positive weak electric field could modulate spiking frequency and spike timing when the neuron is already active, and positive electric fields with sufficient intensity could directly trigger neuronal spiking in the absence of other stimulations. By bifurcation analysis, it is observed that there is saddle-node on invariant circle bifurcation, supercritical Hopf bifurcation and subcritical Hopf bifurcation appearing in the obtained two parameter bifurcation diagrams. The bifurcation structures and electric field thresholds for triggering neuron firing are determined by neuronal geometric and coupling parameters. The model predicts that the neurons with a nonsymmetric morphology between soma and dendrite, are more sensitive to electric field stimulus than those with the spherical structure. These findings suggest that neuronal geometric features play a crucial role in electric field effects on the polarization of neuronal compartments. Moreover, by determining the electric field threshold of our biophysical model, we could accurately distinguish between suprathreshold and subthreshold electric fields. Our study highlights the effects of extracellular electric field on neuronal activity from the biophysical modeling point of view. These insights into the dynamical mechanism of electric field may contribute to the investigation and development of electromagnetic therapies, and the model in our study could be further extended to a neuronal network in which the effects of electric fields on network activity may be investigated.

Mesh:

Year:  2013        PMID: 24057225     DOI: 10.1007/s10827-013-0479-z

Source DB:  PubMed          Journal:  J Comput Neurosci        ISSN: 0929-5313            Impact factor:   1.621


  27 in total

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  9 in total

1.  Effects of polarization induced by non-weak electric fields on the excitability of elongated neurons with active dendrites.

Authors:  Robert I Reznik; Ernest Barreto; Evelyn Sander; Paul So
Journal:  J Comput Neurosci       Date:  2015-11-11       Impact factor: 1.621

2.  Cortical neuron activation induced by electromagnetic stimulation: a quantitative analysis via modelling and simulation.

Authors:  Tiecheng Wu; Jie Fan; Kim Seng Lee; Xiaoping Li
Journal:  J Comput Neurosci       Date:  2015-12-30       Impact factor: 1.621

3.  Direct Current Stimulation Alters Neuronal Input/Output Function.

Authors:  Belen Lafon; Asif Rahman; Marom Bikson; Lucas C Parra
Journal:  Brain Stimul       Date:  2016-09-01       Impact factor: 8.955

4.  Biophysical Insights into How Spike Threshold Depends on the Rate of Membrane Potential Depolarization in Type I and Type II Neurons.

Authors:  Guo-Sheng Yi; Jiang Wang; Kai-Ming Tsang; Xi-Le Wei; Bin Deng
Journal:  PLoS One       Date:  2015-06-17       Impact factor: 3.240

5.  Input-output relation and energy efficiency in the neuron with different spike threshold dynamics.

Authors:  Guo-Sheng Yi; Jiang Wang; Kai-Ming Tsang; Xi-Le Wei; Bin Deng
Journal:  Front Comput Neurosci       Date:  2015-05-27       Impact factor: 2.380

6.  Dendritic Properties Control Energy Efficiency of Action Potentials in Cortical Pyramidal Cells.

Authors:  Guosheng Yi; Jiang Wang; Xile Wei; Bin Deng
Journal:  Front Cell Neurosci       Date:  2017-09-01       Impact factor: 5.505

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Authors:  Guo-Sheng Yi; Jiang Wang; Bin Deng; Xi-Le Wei
Journal:  Sci Rep       Date:  2017-06-12       Impact factor: 4.379

8.  Action potential initiation in a two-compartment model of pyramidal neuron mediated by dendritic Ca2+ spike.

Authors:  Guosheng Yi; Jiang Wang; Xile Wei; Bin Deng
Journal:  Sci Rep       Date:  2017-04-03       Impact factor: 4.379

9.  Neuronal spike initiation modulated by extracellular electric fields.

Authors:  Guo-Sheng Yi; Jiang Wang; Xi-Le Wei; Kai-Ming Tsang; Wai-Lok Chan; Bin Deng
Journal:  PLoS One       Date:  2014-05-29       Impact factor: 3.240

  9 in total

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