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Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons

Calcium signals play a major role in the control of all key stages of neuronal development, and in particular in the growth and orientation of neuritic processes. These signals are characterized by high spatial compartmentalization, a property which has a strong relevance in the different roles of s...

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Autores principales: Ruffinatti, Federico Alessandro, Gilardino, Alessandra, Lovisolo, Davide, Ferraro, Mario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3796547/
https://www.ncbi.nlm.nih.gov/pubmed/24155880
http://dx.doi.org/10.1371/journal.pone.0075986
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author Ruffinatti, Federico Alessandro
Gilardino, Alessandra
Lovisolo, Davide
Ferraro, Mario
author_facet Ruffinatti, Federico Alessandro
Gilardino, Alessandra
Lovisolo, Davide
Ferraro, Mario
author_sort Ruffinatti, Federico Alessandro
collection PubMed
description Calcium signals play a major role in the control of all key stages of neuronal development, and in particular in the growth and orientation of neuritic processes. These signals are characterized by high spatial compartmentalization, a property which has a strong relevance in the different roles of specific neuronal regions in information coding. In this context it is therefore important to understand the structural and functional basis of this spatial compartmentalization, and in particular whether the behavior at each compartment is merely a consequence of its specific geometry or the result of the spatial segregation of specific calcium influx/efflux mechanisms. Here we have developed a novel approach to separate geometrical from functional differences, regardless on the assumptions on the actual mechanisms involved in the generation of calcium signals. First, spatial indices are derived with a wavelet-theoretic approach which define a measure of the oscillations of cytosolic calcium concentration in specific regions of interests (ROIs) along a cell, in our case developing chick ciliary ganglion neurons. The resulting spatial profile demonstrates clearly that different ROIs along the neuron are characterized by specific patterns of calcium oscillations. Next we have investigated whether this inhomogeneity is due just to geometrical factors, namely the surface to volume ratio in the different subcompartments (e.g. soma vs. growth cone) or it depends on their specific biophysical properties. To this aim correlation functions are computed between the activity indices and the surface/volume ratio along the cell: the data thus obtained are validated by a statistical analysis on a dataset of [Image: see text] different cells. This analysis shows that whereas in the soma calcium dynamics is highly correlated to the surface/volume ratio, correlations drop in the growth cone-neurite region, suggesting that in this latter case the key factor is the expression of specific mechanisms controlling calcium influx/efflux.
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spelling pubmed-37965472013-10-23 Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons Ruffinatti, Federico Alessandro Gilardino, Alessandra Lovisolo, Davide Ferraro, Mario PLoS One Research Article Calcium signals play a major role in the control of all key stages of neuronal development, and in particular in the growth and orientation of neuritic processes. These signals are characterized by high spatial compartmentalization, a property which has a strong relevance in the different roles of specific neuronal regions in information coding. In this context it is therefore important to understand the structural and functional basis of this spatial compartmentalization, and in particular whether the behavior at each compartment is merely a consequence of its specific geometry or the result of the spatial segregation of specific calcium influx/efflux mechanisms. Here we have developed a novel approach to separate geometrical from functional differences, regardless on the assumptions on the actual mechanisms involved in the generation of calcium signals. First, spatial indices are derived with a wavelet-theoretic approach which define a measure of the oscillations of cytosolic calcium concentration in specific regions of interests (ROIs) along a cell, in our case developing chick ciliary ganglion neurons. The resulting spatial profile demonstrates clearly that different ROIs along the neuron are characterized by specific patterns of calcium oscillations. Next we have investigated whether this inhomogeneity is due just to geometrical factors, namely the surface to volume ratio in the different subcompartments (e.g. soma vs. growth cone) or it depends on their specific biophysical properties. To this aim correlation functions are computed between the activity indices and the surface/volume ratio along the cell: the data thus obtained are validated by a statistical analysis on a dataset of [Image: see text] different cells. This analysis shows that whereas in the soma calcium dynamics is highly correlated to the surface/volume ratio, correlations drop in the growth cone-neurite region, suggesting that in this latter case the key factor is the expression of specific mechanisms controlling calcium influx/efflux. Public Library of Science 2013-10-14 /pmc/articles/PMC3796547/ /pubmed/24155880 http://dx.doi.org/10.1371/journal.pone.0075986 Text en © 2013 Ruffinatti et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ruffinatti, Federico Alessandro
Gilardino, Alessandra
Lovisolo, Davide
Ferraro, Mario
Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title_full Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title_fullStr Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title_full_unstemmed Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title_short Spatial Wavelet Analysis of Calcium Oscillations in Developing Neurons
title_sort spatial wavelet analysis of calcium oscillations in developing neurons
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3796547/
https://www.ncbi.nlm.nih.gov/pubmed/24155880
http://dx.doi.org/10.1371/journal.pone.0075986
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