Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments

Several independent studies show that accumulation of β-amyloid (Aβ) peptides , one of the characteristic hallmark of Alzheimer’s Disease (AD), can affect normal neuronal activity in different ways. However, in spite of intense experimental work to explain the possible underlying mechanisms of acti...

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Main Authors: Viviana eCulmone, Michele eMigliore
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-07-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2012.00052/full
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spelling doaj-1c27c248538848d1b1a8e2e82519430b2020-11-24T23:29:26ZengFrontiers Media S.A.Frontiers in Computational Neuroscience1662-51882012-07-01610.3389/fncom.2012.0005224736Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatmentsViviana eCulmone0Viviana eCulmone1Michele eMigliore2University of PalermoNational Research CouncilNational Research CouncilSeveral independent studies show that accumulation of β-amyloid (Aβ) peptides , one of the characteristic hallmark of Alzheimer’s Disease (AD), can affect normal neuronal activity in different ways. However, in spite of intense experimental work to explain the possible underlying mechanisms of action, a comprehensive and congruent understanding is still lacking. Part of the problem might be the opposite ways in which Aβ have been experimentally found to affect the normal activity of a neuron; for example, making a neuron more excitable (by reducing the A- or DR-type K+ currents) or less excitable (by reducing synaptic transmission and Na+ current). The overall picture is therefore confusing, since the interplay of many mechanisms makes it difficult to link individual experimental findings with the more general problem of understanding the progression of the disease. This is an important issue, especially for the development of new drugs trying to ameliorate the effects of the disease. We addressed these paradoxes through computational models. We first modeled the different stages of AD by progressively modifying the intrinsic membrane and synaptic properties of a realistic model neuron, while accounting for multiple and different experimental findings and by evaluating the contribution of each mechanism to the overall modulation of the cell’s excitability. We then tested a number of manipulations of channel and synaptic activation properties that could compensate for the effects of Aβ. The model predicts possible therapeutic treatments in terms of pharmacological manipulations of channels’ kinetic and activation properties. The results also suggest how and which mechanisms can be targeted by a drug to restore the original firing conditions.http://journal.frontiersin.org/Journal/10.3389/fncom.2012.00052/fullAlzheimer's diseaseAβ-peptidehippocampal neuronion channels modulationrealistic model
collection DOAJ
language English
format Article
sources DOAJ
author Viviana eCulmone
Viviana eCulmone
Michele eMigliore
spellingShingle Viviana eCulmone
Viviana eCulmone
Michele eMigliore
Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
Frontiers in Computational Neuroscience
Alzheimer's disease
Aβ-peptide
hippocampal neuron
ion channels modulation
realistic model
author_facet Viviana eCulmone
Viviana eCulmone
Michele eMigliore
author_sort Viviana eCulmone
title Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
title_short Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
title_full Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
title_fullStr Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
title_full_unstemmed Progressive effect of beta amyloid peptides accumulation on CA1 pyramidal neurons: a model study suggesting possible treatments
title_sort progressive effect of beta amyloid peptides accumulation on ca1 pyramidal neurons: a model study suggesting possible treatments
publisher Frontiers Media S.A.
series Frontiers in Computational Neuroscience
issn 1662-5188
publishDate 2012-07-01
description Several independent studies show that accumulation of β-amyloid (Aβ) peptides , one of the characteristic hallmark of Alzheimer’s Disease (AD), can affect normal neuronal activity in different ways. However, in spite of intense experimental work to explain the possible underlying mechanisms of action, a comprehensive and congruent understanding is still lacking. Part of the problem might be the opposite ways in which Aβ have been experimentally found to affect the normal activity of a neuron; for example, making a neuron more excitable (by reducing the A- or DR-type K+ currents) or less excitable (by reducing synaptic transmission and Na+ current). The overall picture is therefore confusing, since the interplay of many mechanisms makes it difficult to link individual experimental findings with the more general problem of understanding the progression of the disease. This is an important issue, especially for the development of new drugs trying to ameliorate the effects of the disease. We addressed these paradoxes through computational models. We first modeled the different stages of AD by progressively modifying the intrinsic membrane and synaptic properties of a realistic model neuron, while accounting for multiple and different experimental findings and by evaluating the contribution of each mechanism to the overall modulation of the cell’s excitability. We then tested a number of manipulations of channel and synaptic activation properties that could compensate for the effects of Aβ. The model predicts possible therapeutic treatments in terms of pharmacological manipulations of channels’ kinetic and activation properties. The results also suggest how and which mechanisms can be targeted by a drug to restore the original firing conditions.
topic Alzheimer's disease
Aβ-peptide
hippocampal neuron
ion channels modulation
realistic model
url http://journal.frontiersin.org/Journal/10.3389/fncom.2012.00052/full
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AT vivianaeculmone progressiveeffectofbetaamyloidpeptidesaccumulationonca1pyramidalneuronsamodelstudysuggestingpossibletreatments
AT micheleemigliore progressiveeffectofbetaamyloidpeptidesaccumulationonca1pyramidalneuronsamodelstudysuggestingpossibletreatments
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