ZFTool: A Software for Automatic Quantification of Cancer Cell Mass Evolution in Zebrafish
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Abstract
Zebrafish (Danio rerio) is a model organism for the study of human cancer.
Compared with the murine model, the zebrafish model has several properties ideal for personalized
therapies. The transparency of the zebrafish embryos and the development of the pigment-deficient
”casper“ zebrafish line give the capacity to directly observe cancer formation and progression in the
living animal. Automatic quantification of cellular proliferation in vivo is critical to the development
of personalized medicine. Methods: A new methodology was defined to automatically quantify the
cancer cellular evolution. ZFTool was developed to establish a base threshold that eliminates the
embryo autofluorescence, automatically measures the area and intensity of GFP (green-fluorescent
protein) marked cells, and defines a proliferation index. Results: The proliferation index automatically
computed on different targets demonstrates the efficiency of ZFTool to provide a good automatic
quantification of cancer cell evolution and dissemination. Conclusion: Our results demonstrate that
ZFTool is a reliable tool for the automatic quantification of the proliferation index as a measure of
cancer mass evolution in zebrafish, eliminating the influence of its autofluorescence
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Bibliographic citation
Carreira, M.J.; Vila-Blanco, N.; Cabezas-Sainz, P.; Sánchez, L. ZFTool: A Software for Automatic Quantification of Cancer Cell Mass Evolution in Zebrafish. Appl. Sci. 2021, 11, 7721. https://doi.org/ 10.3390/app11167721
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https://doi.org/10.3390/app11167721Sponsors
This work has received financial support from Consellería de Cultura, Educación e Ordenación
Universitaria (accreditation 2019-2022 ED431G-2019/04) and the European Regional Development
Fund (ERDF), which acknowledges the CiTIUS-Research Center in Intelligent Technologies of
the University of Santiago de Compostela as a Research Center of the Galician University System
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© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license








