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A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior

Pyramidal cells, the most abundant neurons in neocortex, exhibit significant structural variability across different brain areas and layers in different species. Moreover, in response to a somatic step current, these cells display a range of firing behaviors, the most common being (1) repetitive act...

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Autores principales: Psarrou, Maria, Stefanou, Stefanos S., Papoutsi, Athanasia, Tzilivaki, Alexandra, Cutsuridis, Vassilis, Poirazi, Panayiota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4165233/
https://www.ncbi.nlm.nih.gov/pubmed/25278837
http://dx.doi.org/10.3389/fncel.2014.00287
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author Psarrou, Maria
Stefanou, Stefanos S.
Papoutsi, Athanasia
Tzilivaki, Alexandra
Cutsuridis, Vassilis
Poirazi, Panayiota
author_facet Psarrou, Maria
Stefanou, Stefanos S.
Papoutsi, Athanasia
Tzilivaki, Alexandra
Cutsuridis, Vassilis
Poirazi, Panayiota
author_sort Psarrou, Maria
collection PubMed
description Pyramidal cells, the most abundant neurons in neocortex, exhibit significant structural variability across different brain areas and layers in different species. Moreover, in response to a somatic step current, these cells display a range of firing behaviors, the most common being (1) repetitive action potentials (Regular Spiking—RS), and (2) an initial cluster of 2–5 action potentials with short interspike interval (ISIs) followed by single spikes (Intrinsic Bursting—IB). A correlation between firing behavior and dendritic morphology has recently been reported. In this work we use computational modeling to investigate quantitatively the effects of the basal dendritic tree morphology on the firing behavior of 112 three-dimensional reconstructions of layer V PFC rat pyramidal cells. Particularly, we focus on how different morphological (diameter, total length, volume, and branch number) and passive [Mean Electrotonic Path length (MEP)] features of basal dendritic trees shape somatic firing when the spatial distribution of ionic mechanisms in the basal dendritic trees is uniform or non-uniform. Our results suggest that total length, volume and branch number are the best morphological parameters to discriminate the cells as RS or IB, regardless of the distribution of ionic mechanisms in basal trees. The discriminatory power of total length, volume, and branch number remains high in the presence of different apical dendrites. These results suggest that morphological variations in the basal dendritic trees of layer V pyramidal neurons in the PFC influence their firing patterns in a predictive manner and may in turn influence the information processing capabilities of these neurons.
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spelling pubmed-41652332014-10-02 A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior Psarrou, Maria Stefanou, Stefanos S. Papoutsi, Athanasia Tzilivaki, Alexandra Cutsuridis, Vassilis Poirazi, Panayiota Front Cell Neurosci Neuroscience Pyramidal cells, the most abundant neurons in neocortex, exhibit significant structural variability across different brain areas and layers in different species. Moreover, in response to a somatic step current, these cells display a range of firing behaviors, the most common being (1) repetitive action potentials (Regular Spiking—RS), and (2) an initial cluster of 2–5 action potentials with short interspike interval (ISIs) followed by single spikes (Intrinsic Bursting—IB). A correlation between firing behavior and dendritic morphology has recently been reported. In this work we use computational modeling to investigate quantitatively the effects of the basal dendritic tree morphology on the firing behavior of 112 three-dimensional reconstructions of layer V PFC rat pyramidal cells. Particularly, we focus on how different morphological (diameter, total length, volume, and branch number) and passive [Mean Electrotonic Path length (MEP)] features of basal dendritic trees shape somatic firing when the spatial distribution of ionic mechanisms in the basal dendritic trees is uniform or non-uniform. Our results suggest that total length, volume and branch number are the best morphological parameters to discriminate the cells as RS or IB, regardless of the distribution of ionic mechanisms in basal trees. The discriminatory power of total length, volume, and branch number remains high in the presence of different apical dendrites. These results suggest that morphological variations in the basal dendritic trees of layer V pyramidal neurons in the PFC influence their firing patterns in a predictive manner and may in turn influence the information processing capabilities of these neurons. Frontiers Media S.A. 2014-09-16 /pmc/articles/PMC4165233/ /pubmed/25278837 http://dx.doi.org/10.3389/fncel.2014.00287 Text en Copyright © 2014 Psarrou, Stefanou, Papoutsi, Tzilivaki, Cutsuridis and Poirazi. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Psarrou, Maria
Stefanou, Stefanos S.
Papoutsi, Athanasia
Tzilivaki, Alexandra
Cutsuridis, Vassilis
Poirazi, Panayiota
A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title_full A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title_fullStr A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title_full_unstemmed A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title_short A simulation study on the effects of dendritic morphology on layer V prefrontal pyramidal cell firing behavior
title_sort simulation study on the effects of dendritic morphology on layer v prefrontal pyramidal cell firing behavior
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4165233/
https://www.ncbi.nlm.nih.gov/pubmed/25278837
http://dx.doi.org/10.3389/fncel.2014.00287
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