Biophysically realistic neuron models for simulation of cortical stimulation.
Aman S Aberra1, Angel V Peterchev1,2,3,4, Warren M Grill1,3,4,5
1Department of Biomedical Engineering, School of Engineering, Duke University, Durham, NC 27710, United States of America.
Computational models of human and rat cortical neurons reveal how electromagnetic fields stimulate neural responses. Axonal arbor morphology significantly impacts stimulation thresholds and polarization, offering insights into brain stimulation mechanisms.
Area of Science:
- Computational neuroscience
- Electrophysiology
- Biophysics
Background:
- Understanding neural responses to electromagnetic fields is crucial for developing effective brain stimulation therapies.
- Existing models often lack detailed biophysical and morphological realism for human and rat cortical neurons.
Purpose of the Study:
- To develop and utilize computational models of human and rat cortical neurons to simulate neural responses to electromagnetic field stimulation.
- To investigate the influence of neuronal morphology on the response to different cortical stimulation modalities.
Main Methods:
- Adapted Blue Brain model neurons to incorporate detailed biophysical and geometric properties of rat and human cortical neurons.
- Coupled neuron models with exogenous electric fields (E-fields) for simulations.
- Characterized single-cell responses to intracortical microstimulation (ICMS) and uniform E-fields (DC and pulsed).
Main Results:
- Model neuron responses to ICMS (strength-duration, current-distance) matched experimental data.
- Subthreshold polarization of cell bodies and axon terminals by uniform DC E-fields aligned with prior findings.
- Axon collateral terminals exhibited the lowest stimulation thresholds, influenced by axonal morphology (myelination, diameter, branching).
Conclusions:
- Neuronal morphology, particularly axonal arbor features, critically affects responses to cortical stimulation.
- The developed models provide a valuable tool for studying various cortical stimulation techniques with detailed E-field characteristics.
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