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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....
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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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. |
format | Online Article Text |
id | pubmed-4654864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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