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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6760523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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