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Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells

This work presents a new method for measuring the variation of intracellular calcium in follicular cells. The proposal consists in two stages: (i) the detection of the cell's nuclei and (ii) the analysis of the fluorescence variations. The first stage is performed via watershed modified transfo...

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Autores principales: Herrera-Navarro, Ana M., Terol-Villalobos, Iván R., Jiménez-Hernández, Hugo, Peregrina-Barreto, Hayde, Gonzalez-Barboza, José-Joel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4198074/
https://www.ncbi.nlm.nih.gov/pubmed/25342958
http://dx.doi.org/10.1155/2014/484656
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author Herrera-Navarro, Ana M.
Terol-Villalobos, Iván R.
Jiménez-Hernández, Hugo
Peregrina-Barreto, Hayde
Gonzalez-Barboza, José-Joel
author_facet Herrera-Navarro, Ana M.
Terol-Villalobos, Iván R.
Jiménez-Hernández, Hugo
Peregrina-Barreto, Hayde
Gonzalez-Barboza, José-Joel
author_sort Herrera-Navarro, Ana M.
collection PubMed
description This work presents a new method for measuring the variation of intracellular calcium in follicular cells. The proposal consists in two stages: (i) the detection of the cell's nuclei and (ii) the analysis of the fluorescence variations. The first stage is performed via watershed modified transformation, where the process of labeling is controlled. The detection process uses the contours of the cells as descriptors, where they are enhanced with a morphological filter that homogenizes the luminance variation of the image. In the second stage, the fluorescence variations are modeled as an exponential decreasing function, where the fluorescence variations are highly correlated with the changes of intracellular free Ca(2+). Additionally, it is introduced a new morphological called medium reconstruction process, which helps to enhance the data for the modeling process. This filter exploits the undermodeling and overmodeling properties of reconstruction operators, such that it preserves the structure of the original signal. Finally, an experimental process shows evidence of the capabilities of the proposal.
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spelling pubmed-41980742014-10-23 Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells Herrera-Navarro, Ana M. Terol-Villalobos, Iván R. Jiménez-Hernández, Hugo Peregrina-Barreto, Hayde Gonzalez-Barboza, José-Joel Comput Math Methods Med Research Article This work presents a new method for measuring the variation of intracellular calcium in follicular cells. The proposal consists in two stages: (i) the detection of the cell's nuclei and (ii) the analysis of the fluorescence variations. The first stage is performed via watershed modified transformation, where the process of labeling is controlled. The detection process uses the contours of the cells as descriptors, where they are enhanced with a morphological filter that homogenizes the luminance variation of the image. In the second stage, the fluorescence variations are modeled as an exponential decreasing function, where the fluorescence variations are highly correlated with the changes of intracellular free Ca(2+). Additionally, it is introduced a new morphological called medium reconstruction process, which helps to enhance the data for the modeling process. This filter exploits the undermodeling and overmodeling properties of reconstruction operators, such that it preserves the structure of the original signal. Finally, an experimental process shows evidence of the capabilities of the proposal. Hindawi Publishing Corporation 2014 2014-09-16 /pmc/articles/PMC4198074/ /pubmed/25342958 http://dx.doi.org/10.1155/2014/484656 Text en Copyright © 2014 Ana M. Herrera-Navarro et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Herrera-Navarro, Ana M.
Terol-Villalobos, Iván R.
Jiménez-Hernández, Hugo
Peregrina-Barreto, Hayde
Gonzalez-Barboza, José-Joel
Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title_full Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title_fullStr Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title_full_unstemmed Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title_short Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
title_sort detection and measurement of the intracellular calcium variation in follicular cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4198074/
https://www.ncbi.nlm.nih.gov/pubmed/25342958
http://dx.doi.org/10.1155/2014/484656
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