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FoCo: a simple and robust quantification algorithm of nuclear foci

BACKGROUND: The number of γH2AX foci per nucleus is an accepted measure of the number of DNA double-strand breaks in single cells. One of the experimental techniques for γH2AX detection in cultured cells is immunofluorescent labelling of γH2AX and nuclei followed by microscopy imaging and analysis....

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Autores principales: Lapytsko, Anastasiya, Kollarovic, Gabriel, Ivanova, Lyubomira, Studencka, Maja, Schaber, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4654864/
https://www.ncbi.nlm.nih.gov/pubmed/26589438
http://dx.doi.org/10.1186/s12859-015-0816-5
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author Lapytsko, Anastasiya
Kollarovic, Gabriel
Ivanova, Lyubomira
Studencka, Maja
Schaber, Jörg
author_facet Lapytsko, Anastasiya
Kollarovic, Gabriel
Ivanova, Lyubomira
Studencka, Maja
Schaber, Jörg
author_sort Lapytsko, Anastasiya
collection PubMed
description BACKGROUND: The number of γH2AX foci per nucleus is an accepted measure of the number of DNA double-strand breaks in single cells. One of the experimental techniques for γH2AX detection in cultured cells is immunofluorescent labelling of γH2AX and nuclei followed by microscopy imaging and analysis. RESULTS: In this study, we present the algorithm FoCo for reliable and robust automatic nuclear foci counting in single cell images. FoCo has the following advantages with respect to other software packages: i) the ability to reliably quantify even densely distributed foci, e.g., on images of cells subjected to radiation doses up to 10 Gy, ii) robustness of foci quantification in the sense of suppressing out-of-focus background signal, and iii) its simplicity. FoCo requires only 5 parameters that have to be adjusted by the user. CONCLUSIONS: FoCo is an open-source user-friendly software with GUI for individual foci counting, which is able to produce reliable and robust foci quantifications even for low signal/noise ratios and densely distributed foci. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0816-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-46548642015-11-22 FoCo: a simple and robust quantification algorithm of nuclear foci Lapytsko, Anastasiya Kollarovic, Gabriel Ivanova, Lyubomira Studencka, Maja Schaber, Jörg BMC Bioinformatics Software BACKGROUND: The number of γH2AX foci per nucleus is an accepted measure of the number of DNA double-strand breaks in single cells. One of the experimental techniques for γH2AX detection in cultured cells is immunofluorescent labelling of γH2AX and nuclei followed by microscopy imaging and analysis. RESULTS: In this study, we present the algorithm FoCo for reliable and robust automatic nuclear foci counting in single cell images. FoCo has the following advantages with respect to other software packages: i) the ability to reliably quantify even densely distributed foci, e.g., on images of cells subjected to radiation doses up to 10 Gy, ii) robustness of foci quantification in the sense of suppressing out-of-focus background signal, and iii) its simplicity. FoCo requires only 5 parameters that have to be adjusted by the user. CONCLUSIONS: FoCo is an open-source user-friendly software with GUI for individual foci counting, which is able to produce reliable and robust foci quantifications even for low signal/noise ratios and densely distributed foci. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0816-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-11-21 /pmc/articles/PMC4654864/ /pubmed/26589438 http://dx.doi.org/10.1186/s12859-015-0816-5 Text en © Lapytsko et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Lapytsko, Anastasiya
Kollarovic, Gabriel
Ivanova, Lyubomira
Studencka, Maja
Schaber, Jörg
FoCo: a simple and robust quantification algorithm of nuclear foci
title FoCo: a simple and robust quantification algorithm of nuclear foci
title_full FoCo: a simple and robust quantification algorithm of nuclear foci
title_fullStr FoCo: a simple and robust quantification algorithm of nuclear foci
title_full_unstemmed FoCo: a simple and robust quantification algorithm of nuclear foci
title_short FoCo: a simple and robust quantification algorithm of nuclear foci
title_sort foco: a simple and robust quantification algorithm of nuclear foci
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4654864/
https://www.ncbi.nlm.nih.gov/pubmed/26589438
http://dx.doi.org/10.1186/s12859-015-0816-5
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