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Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy

The invasiveness of cancer cells describes the metastasizing capability of a primary tumor. The straightforward detection and quantification of cancer cell invasion are important to predict the survival rate of a cancer patient and to test how anti-cancer compounds influence cancer progression. Digi...

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Autores principales: Nagy, Ágoston G., Székács, Inna, Bonyár, Attila, Horvath, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203807/
https://www.ncbi.nlm.nih.gov/pubmed/35710696
http://dx.doi.org/10.1038/s41598-022-14034-y
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author Nagy, Ágoston G.
Székács, Inna
Bonyár, Attila
Horvath, Robert
author_facet Nagy, Ágoston G.
Székács, Inna
Bonyár, Attila
Horvath, Robert
author_sort Nagy, Ágoston G.
collection PubMed
description The invasiveness of cancer cells describes the metastasizing capability of a primary tumor. The straightforward detection and quantification of cancer cell invasion are important to predict the survival rate of a cancer patient and to test how anti-cancer compounds influence cancer progression. Digital holographic microscopy based M4 Holomonitor (HM) is a technique that allows the label-free monitoring of cell morphological and kinetical parameters in real-time. Here, a fully confluent epithelial monolayer derived from the African green monkey kidney (Vero) on a gelatin-coated surface was established, then HeLa cells were seeded on top of the monolayer, and their behavior was monitored for 24 h using HM. Several cancer cells showing invasiveness were detected during this period, while other HeLa cells did not show any signs of aggressivity. It was demonstrated that the invasion of single cancer cells is soundly observable and also quantifiable through monitoring parameters such as phase shift, optical volume, area, and motility, which parameters can easily be obtained and processed automatically. Based on the experimental data, the invasion speed of cancer cells entering the epithelial layer can be defined as the shrinking of detected single-cell volume per unit time. The invasion speed and its correlation with cell migration parameters were analyzed in depth. A clear linear relationship between migration and invasion speed was found, cancer cells with stronger migration have slower invasion speed. These results not only describe the effect of how cancer cells invade the underlying monolayer in contrast to non-invasive HeLa cells, but could help in future research to optimize drugs affecting cell invasibility in a fully automated, label-free and high-throughput manner.
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spelling pubmed-92038072022-06-18 Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy Nagy, Ágoston G. Székács, Inna Bonyár, Attila Horvath, Robert Sci Rep Article The invasiveness of cancer cells describes the metastasizing capability of a primary tumor. The straightforward detection and quantification of cancer cell invasion are important to predict the survival rate of a cancer patient and to test how anti-cancer compounds influence cancer progression. Digital holographic microscopy based M4 Holomonitor (HM) is a technique that allows the label-free monitoring of cell morphological and kinetical parameters in real-time. Here, a fully confluent epithelial monolayer derived from the African green monkey kidney (Vero) on a gelatin-coated surface was established, then HeLa cells were seeded on top of the monolayer, and their behavior was monitored for 24 h using HM. Several cancer cells showing invasiveness were detected during this period, while other HeLa cells did not show any signs of aggressivity. It was demonstrated that the invasion of single cancer cells is soundly observable and also quantifiable through monitoring parameters such as phase shift, optical volume, area, and motility, which parameters can easily be obtained and processed automatically. Based on the experimental data, the invasion speed of cancer cells entering the epithelial layer can be defined as the shrinking of detected single-cell volume per unit time. The invasion speed and its correlation with cell migration parameters were analyzed in depth. A clear linear relationship between migration and invasion speed was found, cancer cells with stronger migration have slower invasion speed. These results not only describe the effect of how cancer cells invade the underlying monolayer in contrast to non-invasive HeLa cells, but could help in future research to optimize drugs affecting cell invasibility in a fully automated, label-free and high-throughput manner. Nature Publishing Group UK 2022-06-16 /pmc/articles/PMC9203807/ /pubmed/35710696 http://dx.doi.org/10.1038/s41598-022-14034-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Nagy, Ágoston G.
Székács, Inna
Bonyár, Attila
Horvath, Robert
Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title_full Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title_fullStr Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title_full_unstemmed Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title_short Simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
title_sort simple and automatic monitoring of cancer cell invasion into an epithelial monolayer using label-free holographic microscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203807/
https://www.ncbi.nlm.nih.gov/pubmed/35710696
http://dx.doi.org/10.1038/s41598-022-14034-y
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