Dense optical flow software to quantify cellular contractility

dc.creatorScalzo, Sérgio
dc.creatorAfonso, Marcelo Q. L.
dc.creatorFonseca Jr., Néli J.da
dc.creatorJesus, Itamar C. G.
dc.creatorAlves, Ana Paula
dc.creatorMendonça, Carolina A. T. F.
dc.creatorTeixeira, Vanessa P.
dc.creatorBiagi, Diogo
dc.creatorCruvinel, Estela
dc.creatorSantos, Anderson K.
dc.creatorMiranda, Kiany
dc.creatorMarques, Flavio A. M.
dc.creatorMesquita, Oscar N.
dc.creatorKushmerick, Christopher
dc.creatorSantos, Maria José Campagnole
dc.creatorAgero, Ubirajara
dc.creatorGuatimosim, Silvia
dc.date.accessioned2022-01-20T01:39:08Z
dc.date.available2022-01-20T01:39:08Z
dc.date.issued2021-08-23
dc.description.abstractCell 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.pt_BR
dc.identifier.citationSCALZO, S. et al. Dense optical flow software to quantify cellular contractility. Cell Reports Methods, [S.l.], v. 1, n. 4, Aug. 2021. DOI: 10.1016/j.crmeth.2021.100044.pt_BR
dc.identifier.urihttps://repositorio.ufla.br/handle/1/48917
dc.identifier.urihttps://www.sciencedirect.com/science/article/pii/S2667237521000898pt_BR
dc.languageen_USpt_BR
dc.publisherElsevierpt_BR
dc.rightsOpenAccesspt_BR
dc.sourceCell Reports Methodspt_BR
dc.subjectCardiomyocytespt_BR
dc.subjectContractility parameterspt_BR
dc.subjectiPSC-CMpt_BR
dc.subjectImage processingpt_BR
dc.subjectOptical flowpt_BR
dc.subjectPython softwarept_BR
dc.subjectContraction average speedpt_BR
dc.subjectShortening areapt_BR
dc.titleDense optical flow software to quantify cellular contractilitypt_BR
dc.typeArtigopt_BR

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