Cargando…
CytoSeg 2.0: automated extraction of actin filaments
MOTIVATION: Actin filaments (AFs) are dynamic structures that substantially change their organization over time. The dynamic behavior and the relatively low signal-to-noise ratio during live-cell imaging have rendered the quantification of the actin organization a difficult task. RESULTS: We develop...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203740/ https://www.ncbi.nlm.nih.gov/pubmed/31971582 http://dx.doi.org/10.1093/bioinformatics/btaa035 |
_version_ | 1783529925189304320 |
---|---|
author | Nowak, Jacqueline Gennermann, Kristin Persson, Staffan Nikoloski, Zoran |
author_facet | Nowak, Jacqueline Gennermann, Kristin Persson, Staffan Nikoloski, Zoran |
author_sort | Nowak, Jacqueline |
collection | PubMed |
description | MOTIVATION: Actin filaments (AFs) are dynamic structures that substantially change their organization over time. The dynamic behavior and the relatively low signal-to-noise ratio during live-cell imaging have rendered the quantification of the actin organization a difficult task. RESULTS: We developed an automated image-based framework that extracts AFs from fluorescence microscopy images and represents them as networks, which are automatically analyzed to identify and compare biologically relevant features. Although the source code is freely available, we have now implemented the framework into a graphical user interface that can be installed as a Fiji plugin, thus enabling easy access by the research community. AVAILABILITY AND IMPLEMENTATION: CytoSeg 2.0 is open-source software under the GPL and is available on Github: https://github.com/jnowak90/CytoSeg2.0. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-7203740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72037402020-05-11 CytoSeg 2.0: automated extraction of actin filaments Nowak, Jacqueline Gennermann, Kristin Persson, Staffan Nikoloski, Zoran Bioinformatics Applications Notes MOTIVATION: Actin filaments (AFs) are dynamic structures that substantially change their organization over time. The dynamic behavior and the relatively low signal-to-noise ratio during live-cell imaging have rendered the quantification of the actin organization a difficult task. RESULTS: We developed an automated image-based framework that extracts AFs from fluorescence microscopy images and represents them as networks, which are automatically analyzed to identify and compare biologically relevant features. Although the source code is freely available, we have now implemented the framework into a graphical user interface that can be installed as a Fiji plugin, thus enabling easy access by the research community. AVAILABILITY AND IMPLEMENTATION: CytoSeg 2.0 is open-source software under the GPL and is available on Github: https://github.com/jnowak90/CytoSeg2.0. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-05-01 2020-01-23 /pmc/articles/PMC7203740/ /pubmed/31971582 http://dx.doi.org/10.1093/bioinformatics/btaa035 Text en © The Author(s) 2020. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Nowak, Jacqueline Gennermann, Kristin Persson, Staffan Nikoloski, Zoran CytoSeg 2.0: automated extraction of actin filaments |
title | CytoSeg 2.0: automated extraction of actin filaments |
title_full | CytoSeg 2.0: automated extraction of actin filaments |
title_fullStr | CytoSeg 2.0: automated extraction of actin filaments |
title_full_unstemmed | CytoSeg 2.0: automated extraction of actin filaments |
title_short | CytoSeg 2.0: automated extraction of actin filaments |
title_sort | cytoseg 2.0: automated extraction of actin filaments |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203740/ https://www.ncbi.nlm.nih.gov/pubmed/31971582 http://dx.doi.org/10.1093/bioinformatics/btaa035 |
work_keys_str_mv | AT nowakjacqueline cytoseg20automatedextractionofactinfilaments AT gennermannkristin cytoseg20automatedextractionofactinfilaments AT perssonstaffan cytoseg20automatedextractionofactinfilaments AT nikoloskizoran cytoseg20automatedextractionofactinfilaments |