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Dense optical flow software to quantify cellular contractility

Cell membrane deformation is an important feature that occurs during many physiological processes, and its study has been put to good use to investigate cardiomyocyte function. Several methods have been developed to extract information on cardiomyocyte contractility. However, no existing computation...

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Autores principales: Scalzo, Sérgio, Afonso, Marcelo Q.L., da Fonseca, Néli J., Jesus, Itamar C.G., Alves, Ana Paula, Mendonça, Carolina A.T. F., Teixeira, Vanessa P., Biagi, Diogo, Cruvinel, Estela, Santos, Anderson K., Miranda, Kiany, Marques, Flavio A.M., Mesquita, Oscar N., Kushmerick, Christopher, Campagnole-Santos, Maria José, Agero, Ubirajara, Guatimosim, Silvia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017166/
https://www.ncbi.nlm.nih.gov/pubmed/35475144
http://dx.doi.org/10.1016/j.crmeth.2021.100044
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author Scalzo, Sérgio
Afonso, Marcelo Q.L.
da Fonseca, Néli J.
Jesus, Itamar C.G.
Alves, Ana Paula
Mendonça, Carolina A.T. F.
Teixeira, Vanessa P.
Biagi, Diogo
Cruvinel, Estela
Santos, Anderson K.
Miranda, Kiany
Marques, Flavio A.M.
Mesquita, Oscar N.
Kushmerick, Christopher
Campagnole-Santos, Maria José
Agero, Ubirajara
Guatimosim, Silvia
author_facet Scalzo, Sérgio
Afonso, Marcelo Q.L.
da Fonseca, Néli J.
Jesus, Itamar C.G.
Alves, Ana Paula
Mendonça, Carolina A.T. F.
Teixeira, Vanessa P.
Biagi, Diogo
Cruvinel, Estela
Santos, Anderson K.
Miranda, Kiany
Marques, Flavio A.M.
Mesquita, Oscar N.
Kushmerick, Christopher
Campagnole-Santos, Maria José
Agero, Ubirajara
Guatimosim, Silvia
author_sort Scalzo, Sérgio
collection PubMed
description Cell membrane deformation is an important feature that occurs during many physiological processes, and its study has been put to good use to investigate cardiomyocyte function. Several methods have been developed to extract information on cardiomyocyte contractility. However, no existing computational framework has provided, in a single platform, a straightforward approach to acquire, process, and quantify this type of cellular dynamics. For this reason, we develop CONTRACTIONWAVE, high-performance software written in Python programming language that allows the user to process large data image files and obtain contractility parameters by analyzing optical flow from images obtained with videomicroscopy. The software was validated by using neonatal, adult-, and human-induced pluripotent stem-cell-derived cardiomyocytes, treated or not with drugs known to affect contractility. Results presented indicate that CONTRACTIONWAVE is an excellent tool for examining changes to cardiac cellular contractility in animal models of disease and for pharmacological and toxicology screening during drug discovery.
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spelling pubmed-90171662022-04-25 Dense optical flow software to quantify cellular contractility Scalzo, Sérgio Afonso, Marcelo Q.L. da Fonseca, Néli J. Jesus, Itamar C.G. Alves, Ana Paula Mendonça, Carolina A.T. F. Teixeira, Vanessa P. Biagi, Diogo Cruvinel, Estela Santos, Anderson K. Miranda, Kiany Marques, Flavio A.M. Mesquita, Oscar N. Kushmerick, Christopher Campagnole-Santos, Maria José Agero, Ubirajara Guatimosim, Silvia Cell Rep Methods Article Cell membrane deformation is an important feature that occurs during many physiological processes, and its study has been put to good use to investigate cardiomyocyte function. Several methods have been developed to extract information on cardiomyocyte contractility. However, no existing computational framework has provided, in a single platform, a straightforward approach to acquire, process, and quantify this type of cellular dynamics. For this reason, we develop CONTRACTIONWAVE, high-performance software written in Python programming language that allows the user to process large data image files and obtain contractility parameters by analyzing optical flow from images obtained with videomicroscopy. The software was validated by using neonatal, adult-, and human-induced pluripotent stem-cell-derived cardiomyocytes, treated or not with drugs known to affect contractility. Results presented indicate that CONTRACTIONWAVE is an excellent tool for examining changes to cardiac cellular contractility in animal models of disease and for pharmacological and toxicology screening during drug discovery. Elsevier 2021-07-07 /pmc/articles/PMC9017166/ /pubmed/35475144 http://dx.doi.org/10.1016/j.crmeth.2021.100044 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Scalzo, Sérgio
Afonso, Marcelo Q.L.
da Fonseca, Néli J.
Jesus, Itamar C.G.
Alves, Ana Paula
Mendonça, Carolina A.T. F.
Teixeira, Vanessa P.
Biagi, Diogo
Cruvinel, Estela
Santos, Anderson K.
Miranda, Kiany
Marques, Flavio A.M.
Mesquita, Oscar N.
Kushmerick, Christopher
Campagnole-Santos, Maria José
Agero, Ubirajara
Guatimosim, Silvia
Dense optical flow software to quantify cellular contractility
title Dense optical flow software to quantify cellular contractility
title_full Dense optical flow software to quantify cellular contractility
title_fullStr Dense optical flow software to quantify cellular contractility
title_full_unstemmed Dense optical flow software to quantify cellular contractility
title_short Dense optical flow software to quantify cellular contractility
title_sort dense optical flow software to quantify cellular contractility
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017166/
https://www.ncbi.nlm.nih.gov/pubmed/35475144
http://dx.doi.org/10.1016/j.crmeth.2021.100044
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