Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models

We recently reproduced the complex electrical activity of a Purkinje cell (PC) with very different combinations of ionic channel maximum conductances, suggesting that a large parameter space is available to homeostatic mechanisms. It has been hypothesized that cytoplasmic calcium concentrations cont...

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Main Authors: Pablo Achard, Erik De Schutter
Format: Article
Language:English
Published: Frontiers Media S.A. 2008-12-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/neuro.10.008.2008/full
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author Pablo Achard
Pablo Achard
Erik De Schutter
Erik De Schutter
author_facet Pablo Achard
Pablo Achard
Erik De Schutter
Erik De Schutter
author_sort Pablo Achard
collection DOAJ
description We recently reproduced the complex electrical activity of a Purkinje cell (PC) with very different combinations of ionic channel maximum conductances, suggesting that a large parameter space is available to homeostatic mechanisms. It has been hypothesized that cytoplasmic calcium concentrations control the homeostatic activity sensors. This raises many questions for PCs since in these neurons calcium plays an important role in the induction of synaptic plasticity. To address this question, we generated 148 new PC models. In these models the somatic membrane voltages are stable, but the somatic calcium dynamics are very variable, in agreement with experimental results. Conversely, the calcium signal in spiny dendrites shows only small variability. We demonstrate that this localized control of calcium conductances preserves the induction of long-term depression for all models. We conclude that calcium is unlikely to be the sole activity-sensor in this cell but that there is a strong relationship between activity homeostasis and synaptic plasticity.
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spelling doaj.art-57f277c7e4cf448c9070118117f289742022-12-22T00:13:47ZengFrontiers Media S.A.Frontiers in Computational Neuroscience1662-51882008-12-01210.3389/neuro.10.008.2008311Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron modelsPablo Achard0Pablo Achard1Erik De Schutter2Erik De Schutter3Marder lab,Volen Center for Complex Systems,Brandeis UniversityUniversity of AntwerpOISTUniversity of AntwerpWe recently reproduced the complex electrical activity of a Purkinje cell (PC) with very different combinations of ionic channel maximum conductances, suggesting that a large parameter space is available to homeostatic mechanisms. It has been hypothesized that cytoplasmic calcium concentrations control the homeostatic activity sensors. This raises many questions for PCs since in these neurons calcium plays an important role in the induction of synaptic plasticity. To address this question, we generated 148 new PC models. In these models the somatic membrane voltages are stable, but the somatic calcium dynamics are very variable, in agreement with experimental results. Conversely, the calcium signal in spiny dendrites shows only small variability. We demonstrate that this localized control of calcium conductances preserves the induction of long-term depression for all models. We conclude that calcium is unlikely to be the sole activity-sensor in this cell but that there is a strong relationship between activity homeostasis and synaptic plasticity.http://journal.frontiersin.org/Journal/10.3389/neuro.10.008.2008/fullCalcium Signalingcomputational modelingPurkinje cellsynaptic plasticityactivity homeostasischannel distribution
spellingShingle Pablo Achard
Pablo Achard
Erik De Schutter
Erik De Schutter
Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
Frontiers in Computational Neuroscience
Calcium Signaling
computational modeling
Purkinje cell
synaptic plasticity
activity homeostasis
channel distribution
title Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
title_full Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
title_fullStr Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
title_full_unstemmed Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
title_short Calcium, synaptic plasticity and intrinsic homeostasis in Purkinje neuron models
title_sort calcium synaptic plasticity and intrinsic homeostasis in purkinje neuron models
topic Calcium Signaling
computational modeling
Purkinje cell
synaptic plasticity
activity homeostasis
channel distribution
url http://journal.frontiersin.org/Journal/10.3389/neuro.10.008.2008/full
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