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High-Throughput Automated Microscopy of Circulating Tumor Cells

Circulating tumor cells (CTCs) have the potential of becoming the gold standard marker for cancer diagnosis, prognosis and monitoring. However, current methods for its isolation and characterization suffer from equipment variability and human operator error that hinder its widespread use. Here we re...

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Autores principales: Aguilar-Avelar, Carlos, Soto-García, Brenda, Aráiz-Hernández, Diana, Yee-de León, Juan F., Esparza, Miguel, Chacón, Franco, Delgado-Balderas, Jesús Rolando, Alvarez, Mario M., Trujillo-de Santiago, Grissel, Gómez-Guerra, Lauro S., Velarde-Calvillo, Liza P., Abarca-Blanco, Alejandro, Wong-Campos, J. D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6760523/
https://www.ncbi.nlm.nih.gov/pubmed/31551445
http://dx.doi.org/10.1038/s41598-019-50241-w
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author Aguilar-Avelar, Carlos
Soto-García, Brenda
Aráiz-Hernández, Diana
Yee-de León, Juan F.
Esparza, Miguel
Chacón, Franco
Delgado-Balderas, Jesús Rolando
Alvarez, Mario M.
Trujillo-de Santiago, Grissel
Gómez-Guerra, Lauro S.
Velarde-Calvillo, Liza P.
Abarca-Blanco, Alejandro
Wong-Campos, J. D.
author_facet Aguilar-Avelar, Carlos
Soto-García, Brenda
Aráiz-Hernández, Diana
Yee-de León, Juan F.
Esparza, Miguel
Chacón, Franco
Delgado-Balderas, Jesús Rolando
Alvarez, Mario M.
Trujillo-de Santiago, Grissel
Gómez-Guerra, Lauro S.
Velarde-Calvillo, Liza P.
Abarca-Blanco, Alejandro
Wong-Campos, J. D.
author_sort Aguilar-Avelar, Carlos
collection PubMed
description Circulating tumor cells (CTCs) have the potential of becoming the gold standard marker for cancer diagnosis, prognosis and monitoring. However, current methods for its isolation and characterization suffer from equipment variability and human operator error that hinder its widespread use. Here we report the design and construction of a fully automated high-throughput fluorescence microscope that enables the imaging and classification of cancer cells that were labeled by immunostaining procedures. An excellent agreement between our machine vision-based approach and a state-of-the-art microscopy equipment was achieved. Our integral approach provides a path for operator-free and robust analysis of cancer cells as a standard clinical practice.
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spelling pubmed-67605232019-11-12 High-Throughput Automated Microscopy of Circulating Tumor Cells Aguilar-Avelar, Carlos Soto-García, Brenda Aráiz-Hernández, Diana Yee-de León, Juan F. Esparza, Miguel Chacón, Franco Delgado-Balderas, Jesús Rolando Alvarez, Mario M. Trujillo-de Santiago, Grissel Gómez-Guerra, Lauro S. Velarde-Calvillo, Liza P. Abarca-Blanco, Alejandro Wong-Campos, J. D. Sci Rep Article Circulating tumor cells (CTCs) have the potential of becoming the gold standard marker for cancer diagnosis, prognosis and monitoring. However, current methods for its isolation and characterization suffer from equipment variability and human operator error that hinder its widespread use. Here we report the design and construction of a fully automated high-throughput fluorescence microscope that enables the imaging and classification of cancer cells that were labeled by immunostaining procedures. An excellent agreement between our machine vision-based approach and a state-of-the-art microscopy equipment was achieved. Our integral approach provides a path for operator-free and robust analysis of cancer cells as a standard clinical practice. Nature Publishing Group UK 2019-09-24 /pmc/articles/PMC6760523/ /pubmed/31551445 http://dx.doi.org/10.1038/s41598-019-50241-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Aguilar-Avelar, Carlos
Soto-García, Brenda
Aráiz-Hernández, Diana
Yee-de León, Juan F.
Esparza, Miguel
Chacón, Franco
Delgado-Balderas, Jesús Rolando
Alvarez, Mario M.
Trujillo-de Santiago, Grissel
Gómez-Guerra, Lauro S.
Velarde-Calvillo, Liza P.
Abarca-Blanco, Alejandro
Wong-Campos, J. D.
High-Throughput Automated Microscopy of Circulating Tumor Cells
title High-Throughput Automated Microscopy of Circulating Tumor Cells
title_full High-Throughput Automated Microscopy of Circulating Tumor Cells
title_fullStr High-Throughput Automated Microscopy of Circulating Tumor Cells
title_full_unstemmed High-Throughput Automated Microscopy of Circulating Tumor Cells
title_short High-Throughput Automated Microscopy of Circulating Tumor Cells
title_sort high-throughput automated microscopy of circulating tumor cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6760523/
https://www.ncbi.nlm.nih.gov/pubmed/31551445
http://dx.doi.org/10.1038/s41598-019-50241-w
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