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Dynamic responses of neurons in different states under magnetic field stimulation

Published: 01 February 2022 Publication History

Abstract

Transcranial magnetic stimulation (TMS) is an effective method to treat neurophysiological disorders by modulating the electrical activities of neurons. Neurons can exhibit complex nonlinear behaviors underlying the external stimuli. Currently, we do not know how stimulation interacts with endogenous neural activity. In this paper, the effects of magnetic field on spiking neuron, bursting neuron and bistable neuron are studied based on the Hodgkin–Huxley (HH) neuron model. The results show that the neurons in three different states can exhibit different dynamic responses under magnetic field stimulation. The magnetic field stimulation could increase or decrease the firing frequencies of spiking neuron, bursting neuron and bistable neuron. The transitions between different firing patterns of neurons can be promoted by changing the parameters of the magnetic field. Magnetic field stimulation has a minimal impact on the firing temporal sequence sequences in bursting neuron than that in spiking neuron and bistable neuron. These results provided an insight into the impact of neuronal states on neuronal dynamic responses under brain stimulation and show that subtle changes in external conditions and stimuli can cause complex neuronal responses. This study can help us understand the state-dependent coding mechanism of neurons under electromagnetic stimulation.

References

[1]
Badawy RA, Strigaro G, and Cantello R TMS, cortical excitability and epilepsy: The clinical impact Epilepsy Research 2014 108 2 153-161
[2]
Banerjee J, Sorrell ME, Celnik PA, and Pelled G Immediate Effects of Repetitive Magnetic Stimulation on Single Cortical Pyramidal Neurons PLoS ONE 2017 12 1 e0170528-e0170528
[3]
Barker AT, Ri J, and Freeston IL Noninvasive Magnetic Stimulation of the Human Motor Cortex Lancet 1985 1 1106-1107
[4]
Croarkin PE and MacMaster FP Transcranial Magnetic Stimulation for Adolescent Depression Child and Adolescent Psychiatric Clinics of North America 2019 28 1 33-43
[5]
Eteme A and Mohamadou A Firing and synchronization modes in neural network under magnetic stimulation Communications in Nonlinear Science and Numerical Simulation 2019 72 432-440
[6]
Fu, L., Rocchi, L., Hannah, R., Xu, G., Rothwell, J. C., & Ibáñez, J. (2019). Corticospinal excitability modulation by pairing peripheral nerve stimulation with cortical states of movement initiation. The Journal of Physiology, 599(9), 2471-2482.
[7]
Gao Y, Zheng Y, Chen RJ, Wang HQ, Dong L, and Dou JR Possible Mechanism for Effects Caused by Exposure to Extremely Low Frequency Magnetic Fields Ieee Transactions on Magnetics 2016 52 12 8
[8]
Guerra A, Suppa A, D'Onofrio V, Di Stasio F, Asci F, Fabbrini G, et al. Anti-glutamatergic effect of safinamide in Parkinson's Disease: A TMS study Movement Disorders 2018 33 S709-S709
[9]
Guo L, Hou L, Wu Y, Lv H, and Yu H Encoding specificity of scale-free spiking neural network under different external stimulations Neurocomputing 2020 418 126-138
[10]
Harris EJ Ionophoresis along frog muscle Journal of Physiology 1954 124 2 248-253
[11]
Hodgkin AL, Huxley AF, and Katz B Measurement of current-voltage relations in the membrane of the giant axon of Loligo Journal of Physiology 1952 116 4 424-448
[12]
Hodgkin AL and Keynes RD The mobility and diffusion coefficient of potassium in giant axons from Sepia Journal of Physiology 1953 119 4 513-528
[13]
Irena R and Biundo R Non-invasive brain stimulation to treat cognitive symptoms of Parkinson's disease Parkinsonism & Related Disorders 2019 66 1-2
[14]
Isakovic J, Dobbs-Dixon I, Chaudhury D, and Mitrecic D Modeling of inhomogeneous electromagnetic fields in the nervous system: A novel paradigm in understanding cell interactions, disease etiology and therapy Science and Reports 2018 8 1 12909
[15]
Keil J, Timm J, Sanmiguel I, Schulz H, Obleser J, and Schönwiesner M Cortical brain states and corticospinal synchronization influence TMS-evoked motor potentials Journal of Neurophysiology 2014 111 3 513-519
[16]
Lefebvre, J., Hutt, A., & Frohlich, F. (2017). Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations. eLife, 6, e32054.
[17]
Li DX, Cui XW, and Yang YC Inverse stochastic resonance induced by non-Gaussian colored noise Neurocomputing 2018 287 52-57
[18]
Li G, Henriquez CS, and Fröhlich F Rhythmic modulation of thalamic oscillations depends on intrinsic cellular dynamics Journal of Neural Engineering 2019 16 1 016013-016013
[19]
Lv M and Ma J Multiple modes of electrical activities in a new neuron model under electromagnetic radiation Neurocomputing 2016 205 375-381
[20]
Lv M, Wang C, Ren G, Ma J, and Song X Model of electrical activity in a neuron under magnetic flow effect Nonlinear Dynamics 2016 85 3 1479-1490
[21]
Ma J, Mi L, Zhou P, Xu Y, and Hayat T Phase synchronization between two neurons induced by coupling of electromagnetic field Applied Mathematics and Computation 2017 307 321-328
[22]
Meisenhelter S and Jobst BC Neurostimulation for Memory Enhancement in Epilepsy Current Neurology and Neuroscience Reports 2018 18 6 30
[23]
Nobukawa S, Nishimura H, and Yamanishi T Chaotic Resonance in Typical Routes to Chaos in the Izhikevich Neuron Model Science and Reports 2017 7 1 1331
[24]
Pall ML Electromagnetic fields act via activation of voltage-gated calcium channels to produce beneficial or adverse effects Journal of Cellular and Molecular Medicine 2013 17 8 958-965
[25]
Pellicciari MC, Bonni S, Ponzo V, Cinnera AM, Mancini M, Casula EP, et al. Dynamic reorganization of TMS-evoked activity in subcortical stroke patients NeuroImage 2018 175 365-378
[26]
Romero MC, Davare M, Armendariz M, and Janssen P Neural effects of transcranial magnetic stimulation at the single-cell level Nature Communications 2019 10 11
[27]
Ruddy, K., Balsters, J., Mantini, D., Liu, Q., Kassraian-Fard, P., Enz, N., et al. (2018). Neural activity related to volitional regulation of cortical excitability. Elife, 7, e40843.
[28]
Socorro A and Garcia F Simulation of magnetic field effect on a seed embryo cell International Agrophysics 2012 26 2 167-173
[29]
Uzuntarla M Firing dynamics in hybrid coupled populations of bistable neurons Neurocomputing 2019 367 328-336
[30]
Uzuntarla, M., Cressman, J., Ozer, M., & Barreto, E. (2013). Dynamical structure underlying inverse stochastic resonance and its implications. Physical review. E, Statistical, nonlinear, and soft matter physics, 88, 042712, 1-7.
[31]
Yi G, Wang J, Wei X, Deng B, Tsang KM, Chan WL, et al. Effects of extremely low-frequency magnetic fields on the response of a conductance-based neuron model International Journal of Neural Systems 2014 24 1 1450007
[32]
Zamani, A., Novikov, N., & Gutkin, B. (2019). Concomitance of Inverse Stochastic Resonance and Stochastic Resonance in a minimal bistable spiking neural circuit. Communications in Nonlinear Science and Numerical Simulation, 82, 105024.
[33]
Zhao ZG, Li L, Gu HG, and Gao Y Different dynamics of repetitive neural spiking induced by inhibitory and excitatory autapses near subcritical Hopf bifurcation Nonlinear Dynamics 2020 99 2 1129-1154
[34]
Zhou, P., Yao, Z., Ma, J., & Zhu, Z. (2021). A piezoelectric sensing neuron and resonance synchronization between auditory neurons under stimulus. Chaos Solitons & Fractals, 145(9), 110751.
[35]
Zrenner C, Desideri D, Belardinelli P, and Ziemann U Real-time EEG-defined excitability states determine efficacy of TMS-induced plasticity in human motor cortex Brain Stimulation 2018 11 2 374-389

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Published In

cover image Journal of Computational Neuroscience
Journal of Computational Neuroscience  Volume 50, Issue 1
Feb 2022
127 pages

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 01 February 2022
Accepted: 16 July 2021
Revision received: 15 July 2021
Received: 13 April 2021

Author Tags

  1. —Hodgkin–Huxley neuron
  2. Spiking neuron
  3. Bursting neuron
  4. Bistable neuron
  5. Magnetic stimulation

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