Effects of frequency-dependent membrane capacitance on neural excitability.

dc.contributor.author

Howell, Bryan

dc.contributor.author

Medina, Leonel E

dc.contributor.author

Grill, Warren M

dc.date.accessioned

2021-09-28T18:48:27Z

dc.date.available

2021-09-28T18:48:27Z

dc.date.issued

2015-10

dc.date.updated

2021-09-28T18:48:27Z

dc.description.abstract

Objective

Models of excitable cells consider the membrane specific capacitance as a ubiquitous and constant parameter. However, experimental measurements show that the membrane capacitance declines with increasing frequency, i.e., exhibits dispersion. We quantified the effects of frequency-dependent membrane capacitance, c(f), on the excitability of cells and nerve fibers across the frequency range from dc to hundreds of kilohertz.

Approach

We implemented a model of c(f) using linear circuit elements, and incorporated it into several models of neurons with different channel kinetics: the Hodgkin-Huxley model of an unmyelinated axon, the McIntyre-Richardson-Grill (MRG) of a mammalian myelinated axon, and a model of a cortical neuron from prefrontal cortex (PFC). We calculated thresholds for excitation and kHz frequency conduction block, the conduction velocity, recovery cycle, strength-distance relationship and firing rate.

Main results

The impact of c(f) on activation thresholds depended on the stimulation waveform and channel kinetics. We observed no effect using rectangular pulse stimulation, and a reduction for frequencies of 10 kHz and above using sinusoidal signals only for the MRG model. c(f) had minimal impact on the recovery cycle and the strength-distance relationship, whereas the conduction velocity increased by up to 7.9% and 1.7% for myelinated and unmyelinated fibers, respectively. Block thresholds declined moderately when incorporating c(f), the effect was greater at higher frequencies, and the maximum reduction was 11.5%. Finally, c(f) marginally altered the firing pattern of a model of a PFC cell, reducing the median interspike interval by less than 2%.

Significance

This is the first comprehensive analysis of the effects of dispersive capacitance on neural excitability, and as the interest on stimulation with kHz signals gains more attention, it defines the regions over which frequency-dependent membrane capacitance, c(f), should be considered.
dc.identifier.issn

1741-2560

dc.identifier.issn

1741-2552

dc.identifier.uri

https://hdl.handle.net/10161/23851

dc.language

eng

dc.publisher

IOP Publishing

dc.relation.ispartof

Journal of neural engineering

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10.1088/1741-2560/12/5/056015

dc.subject

Neurons

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Cell Membrane

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Animals

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Humans

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Differential Threshold

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Electric Capacitance

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Action Potentials

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Neural Conduction

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Models, Neurological

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Computer Simulation

dc.title

Effects of frequency-dependent membrane capacitance on neural excitability.

dc.type

Journal article

duke.contributor.orcid

Howell, Bryan|0000-0002-3329-8478

pubs.begin-page

56015

pubs.end-page

56015

pubs.issue

5

pubs.organisational-group

Pratt School of Engineering

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Biomedical Engineering

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Electrical and Computer Engineering

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Neurobiology

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Duke Science & Society

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Duke Institute for Brain Sciences

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Neurosurgery

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Duke

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Basic Science Departments

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School of Medicine

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Initiatives

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Institutes and Provost's Academic Units

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University Institutes and Centers

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Clinical Science Departments

pubs.publication-status

Published

pubs.volume

12

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