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 transformati...

Full description

Bibliographic Details
Main Authors: Ana M. Herrera-Navarro, Iván R. Terol-Villalobos, Hugo Jiménez-Hernández, Hayde Peregrina-Barreto, José-Joel Gonzalez-Barboza
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2014/484656
id doaj-074b43d3e9114991820a9d9f01b97084
record_format Article
spelling doaj-074b43d3e9114991820a9d9f01b970842020-11-24T20:59:39ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-670X1748-67182014-01-01201410.1155/2014/484656484656Detection and Measurement of the Intracellular Calcium Variation in Follicular CellsAna M. Herrera-Navarro0Iván R. Terol-Villalobos1Hugo Jiménez-Hernández2Hayde Peregrina-Barreto3José-Joel Gonzalez-Barboza4Facultad de Informática, Universidad Autónoma de Querétaro, Campus Juriquilla, Avenida de las Ciencias s/n, 76230 Querétaro, QRO, MexicoCentro de Investigación y Desarrollo Tecnológico en Electroquímica S.C., Pedro Escobedo, 76703 Querétaro, QRO, MexicoCentro de Investigación e Ingeniería Industrial. Avenida Playa Pie de la Cuesta No. 702, Desarrollo San Pablo, 76703 Querétaro, QRO, MexicoDepartamento de Ciencias Computacionales, Instituto Nacional de Astrofísica, Óptica y Electrónica, Luis Enrique Erro No. 1, CP 72840, Tonantzintla, PUE, MexicoCentro de Investigación y Tecnología Aplicada, Cerro Blanco No. 141, Colonia Colinas del Cimatario, 76090 Querétaro, QRO, MexicoThis 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 Ca2+. 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.http://dx.doi.org/10.1155/2014/484656
collection DOAJ
language English
format Article
sources DOAJ
author Ana M. Herrera-Navarro
Iván R. Terol-Villalobos
Hugo Jiménez-Hernández
Hayde Peregrina-Barreto
José-Joel Gonzalez-Barboza
spellingShingle Ana M. Herrera-Navarro
Iván R. Terol-Villalobos
Hugo Jiménez-Hernández
Hayde Peregrina-Barreto
José-Joel Gonzalez-Barboza
Detection and Measurement of the Intracellular Calcium Variation in Follicular Cells
Computational and Mathematical Methods in Medicine
author_facet Ana M. Herrera-Navarro
Iván R. Terol-Villalobos
Hugo Jiménez-Hernández
Hayde Peregrina-Barreto
José-Joel Gonzalez-Barboza
author_sort Ana M. Herrera-Navarro
title 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_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_sort detection and measurement of the intracellular calcium variation in follicular cells
publisher Hindawi Limited
series Computational and Mathematical Methods in Medicine
issn 1748-670X
1748-6718
publishDate 2014-01-01
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 Ca2+. 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.
url http://dx.doi.org/10.1155/2014/484656
work_keys_str_mv AT anamherreranavarro detectionandmeasurementoftheintracellularcalciumvariationinfollicularcells
AT ivanrterolvillalobos detectionandmeasurementoftheintracellularcalciumvariationinfollicularcells
AT hugojimenezhernandez detectionandmeasurementoftheintracellularcalciumvariationinfollicularcells
AT haydeperegrinabarreto detectionandmeasurementoftheintracellularcalciumvariationinfollicularcells
AT josejoelgonzalezbarboza detectionandmeasurementoftheintracellularcalciumvariationinfollicularcells
_version_ 1716782000069672960