Modelled response of the electrically stimulated human auditory nerve fibre

This study determined whether the Hodgkin-Huxley model for unmyelinated nerve fibres could be more comprehensively modified to predict excitation behaviour at Ranvier nodes of a human sensory nerve fibre, as specifically applied to the prediction of temporal characteristics of the human auditory sys...

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Main Author: Smit, Jacoba Elizabeth
Other Authors: Prof T Hanekom
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/2263/28014
Smit, JE 2008, Modelled response of the electrically stimulated human auditory nerve fibre, PhD thesis, University of Pretoria, Pretoria, viewed yymmdd < http://hdl.handle.net/2263/28014 >
http://upetd.up.ac.za/thesis/available/etd-09182008-144232/
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spelling ndltd-netd.ac.za-oai-union.ndltd.org-up-oai-repository.up.ac.za-2263-280142017-07-20T04:11:28Z Modelled response of the electrically stimulated human auditory nerve fibre Smit, Jacoba Elizabeth Prof T Hanekom Prof J J Hanekom kobie.smit@up.ac.za Evoked compound action potential Computational model Human Auditory nerve fibre Generalised sensory nerve fibre Hodgkin-huxley model Temporal characteristics Strength-duration time constant Ionic membrane currents Conduction velocity UCTD This study determined whether the Hodgkin-Huxley model for unmyelinated nerve fibres could be more comprehensively modified to predict excitation behaviour at Ranvier nodes of a human sensory nerve fibre, as specifically applied to the prediction of temporal characteristics of the human auditory system. The model was developed in three phases. Firstly, the Hodgkin-Huxley model was modified to describe action potential dynamics at Ranvier nodes using recorded ionic membrane current data from single human myelinated peripheral nerve fibres. A nerve fibre cable model, based on a combination of two existing models, was subsequently developed using human sensory nerve fibre morphometric data. Lastly the morphological parameters of the nerve fibre model were changed to resemble a Type I peripheral auditory nerve fibre and coupled to a volume-conduction model of the cochlea. This study is the first to show that the Hodgkin-Huxley model equations can be modified successfully to predict excitation behaviour of a generalised human peripheral sensory nerve fibre without using the Goldman-Hodgkin-Katz equations. The model includes a more comprehensive establishment of temperature dependence of the physiological and electrical parameters compared to existing models. Two versions of the human Type I auditory nerve fibre model were developed, one simulating an undamaged (non-degenerate) fibre and another a damaged (degenerate) fibre. Comparison between predicted and measured results indicated similar transient and persistent sodium, as well as slow potassium ionic membrane currents to those found in generalised sensory nerve fibres. Results confirm that chronaxie, rheobase current, mean latency, threshold and relative refractive periods depend on the amount of degeneracy of fibres. The model could account for threshold differences observed between different asymmetric waveforms. The combination of persistent sodium and slow potassium ionic membrane currents could in part predict non-monotonic excitation behaviour observed experimentally. A simplified method was developed to calculate electrically evoked compound action potential responses following neural excitation. It provided a computationally effective way to obtain an estimate of profile widths from the output of models that calculate neural excitation profiles, and an indirect way to estimate stimulus attenuation by calculating the value of the parameter that produces the best fit to experimental data. Results also confirmed that electrode arrays located closer to the modiolus produce more focussed neural excitation spread than more laterally located arrays. Thesis (PhD)--University of Pretoria, 2010. Electrical, Electronic and Computer Engineering unrestricted 2013-09-07T12:43:32Z 2008-10-01 2013-09-07T12:43:32Z 2008-09-02 2010-10-02 2008-09-18 Thesis http://hdl.handle.net/2263/28014 Smit, JE 2008, Modelled response of the electrically stimulated human auditory nerve fibre, PhD thesis, University of Pretoria, Pretoria, viewed yymmdd < http://hdl.handle.net/2263/28014 > B25/ag http://upetd.up.ac.za/thesis/available/etd-09182008-144232/ © 2008 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
collection NDLTD
sources NDLTD
topic Evoked compound action potential
Computational model
Human
Auditory nerve fibre
Generalised sensory nerve fibre
Hodgkin-huxley model
Temporal characteristics
Strength-duration time constant
Ionic membrane currents
Conduction velocity
UCTD
spellingShingle Evoked compound action potential
Computational model
Human
Auditory nerve fibre
Generalised sensory nerve fibre
Hodgkin-huxley model
Temporal characteristics
Strength-duration time constant
Ionic membrane currents
Conduction velocity
UCTD
Smit, Jacoba Elizabeth
Modelled response of the electrically stimulated human auditory nerve fibre
description This study determined whether the Hodgkin-Huxley model for unmyelinated nerve fibres could be more comprehensively modified to predict excitation behaviour at Ranvier nodes of a human sensory nerve fibre, as specifically applied to the prediction of temporal characteristics of the human auditory system. The model was developed in three phases. Firstly, the Hodgkin-Huxley model was modified to describe action potential dynamics at Ranvier nodes using recorded ionic membrane current data from single human myelinated peripheral nerve fibres. A nerve fibre cable model, based on a combination of two existing models, was subsequently developed using human sensory nerve fibre morphometric data. Lastly the morphological parameters of the nerve fibre model were changed to resemble a Type I peripheral auditory nerve fibre and coupled to a volume-conduction model of the cochlea. This study is the first to show that the Hodgkin-Huxley model equations can be modified successfully to predict excitation behaviour of a generalised human peripheral sensory nerve fibre without using the Goldman-Hodgkin-Katz equations. The model includes a more comprehensive establishment of temperature dependence of the physiological and electrical parameters compared to existing models. Two versions of the human Type I auditory nerve fibre model were developed, one simulating an undamaged (non-degenerate) fibre and another a damaged (degenerate) fibre. Comparison between predicted and measured results indicated similar transient and persistent sodium, as well as slow potassium ionic membrane currents to those found in generalised sensory nerve fibres. Results confirm that chronaxie, rheobase current, mean latency, threshold and relative refractive periods depend on the amount of degeneracy of fibres. The model could account for threshold differences observed between different asymmetric waveforms. The combination of persistent sodium and slow potassium ionic membrane currents could in part predict non-monotonic excitation behaviour observed experimentally. A simplified method was developed to calculate electrically evoked compound action potential responses following neural excitation. It provided a computationally effective way to obtain an estimate of profile widths from the output of models that calculate neural excitation profiles, and an indirect way to estimate stimulus attenuation by calculating the value of the parameter that produces the best fit to experimental data. Results also confirmed that electrode arrays located closer to the modiolus produce more focussed neural excitation spread than more laterally located arrays. === Thesis (PhD)--University of Pretoria, 2010. === Electrical, Electronic and Computer Engineering === unrestricted
author2 Prof T Hanekom
author_facet Prof T Hanekom
Smit, Jacoba Elizabeth
author Smit, Jacoba Elizabeth
author_sort Smit, Jacoba Elizabeth
title Modelled response of the electrically stimulated human auditory nerve fibre
title_short Modelled response of the electrically stimulated human auditory nerve fibre
title_full Modelled response of the electrically stimulated human auditory nerve fibre
title_fullStr Modelled response of the electrically stimulated human auditory nerve fibre
title_full_unstemmed Modelled response of the electrically stimulated human auditory nerve fibre
title_sort modelled response of the electrically stimulated human auditory nerve fibre
publishDate 2013
url http://hdl.handle.net/2263/28014
Smit, JE 2008, Modelled response of the electrically stimulated human auditory nerve fibre, PhD thesis, University of Pretoria, Pretoria, viewed yymmdd < http://hdl.handle.net/2263/28014 >
http://upetd.up.ac.za/thesis/available/etd-09182008-144232/
work_keys_str_mv AT smitjacobaelizabeth modelledresponseoftheelectricallystimulatedhumanauditorynervefibre
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