Biophysically realistic neuron models for simulation of cortical stimulation.

Published

Journal Article

OBJECTIVE: We implemented computational models of human and rat cortical neurons for simulating the neural response to cortical stimulation with electromagnetic fields. APPROACH: We adapted model neurons from the library of Blue Brain models to reflect biophysical and geometric properties of both adult rat and human cortical neurons and coupled the model neurons to exogenous electric fields (E-fields). The models included 3D reconstructed axonal and dendritic arbors, experimentally-validated electrophysiological behaviors, and multiple, morphological variants within cell types. Using these models, we characterized the single-cell responses to intracortical microstimulation (ICMS) and uniform E-field with dc as well as pulsed currents. MAIN RESULTS: The strength-duration and current-distance characteristics of the model neurons to ICMS agreed with published experimental results, as did the subthreshold polarization of cell bodies and axon terminals by uniform dc E-fields. For all forms of stimulation, the lowest threshold elements were terminals of the axon collaterals, and the dependence of threshold and polarization on spatial and temporal stimulation parameters was strongly affected by morphological features of the axonal arbor, including myelination, diameter, and branching. SIGNIFICANCE: These results provide key insights into the mechanisms of cortical stimulation. The presented models can be used to study various cortical stimulation modalities while incorporating detailed spatial and temporal features of the applied E-field.

Full Text

Duke Authors

Cited Authors

  • Aberra, AS; Peterchev, AV; Grill, WM

Published Date

  • December 2018

Published In

Volume / Issue

  • 15 / 6

Start / End Page

  • 066023 -

PubMed ID

  • 30127100

Pubmed Central ID

  • 30127100

Electronic International Standard Serial Number (EISSN)

  • 1741-2552

Digital Object Identifier (DOI)

  • 10.1088/1741-2552/aadbb1

Language

  • eng

Conference Location

  • England