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Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment

Monitoring tumor growth dynamics is crucial for understanding cancer. To establish an in vitro method for the continuous assessment of patient-specific tumor growth, tumor organoids were generated from patients with intrahepatic CCA (iCCA). Organoid growth was monitored for 48 h by label-free live b...

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Autores principales: Koch, Michael, Nickel, Sandra, Lieshout, Ruby, Lissek, Susanna M., Leskova, Martina, van der Laan, Luc J. W., Verstegen, Monique M. A., Christ, Bruno, Pampaloni, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9688926/
https://www.ncbi.nlm.nih.gov/pubmed/36429040
http://dx.doi.org/10.3390/cells11223613
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author Koch, Michael
Nickel, Sandra
Lieshout, Ruby
Lissek, Susanna M.
Leskova, Martina
van der Laan, Luc J. W.
Verstegen, Monique M. A.
Christ, Bruno
Pampaloni, Francesco
author_facet Koch, Michael
Nickel, Sandra
Lieshout, Ruby
Lissek, Susanna M.
Leskova, Martina
van der Laan, Luc J. W.
Verstegen, Monique M. A.
Christ, Bruno
Pampaloni, Francesco
author_sort Koch, Michael
collection PubMed
description Monitoring tumor growth dynamics is crucial for understanding cancer. To establish an in vitro method for the continuous assessment of patient-specific tumor growth, tumor organoids were generated from patients with intrahepatic CCA (iCCA). Organoid growth was monitored for 48 h by label-free live brightfield imaging. Growth kinetics were calculated and validated by MTS assay as well as immunohistochemistry of Ki67 to determine proliferation rates. We exposed iCCA organoids (iCCAOs) and non-tumor intrahepatic cholangiocyte organoids (ICOs) to sub-therapeutic concentrations of sorafenib. Monitoring the expansion rate of iCCAOs and ICOs revealed that iCCAO growth was inhibited by sorafenib in a time- and dose-dependent fashion, while ICOs were unaffected. Quantification of the proliferation marker Ki67 confirmed inhibition of iCCAO growth by roughly 50% after 48 h of treatment with 4 µM sorafenib. We established a robust analysis pipeline combining brightfield microscopy and a straightforward image processing approach for the label-free growth monitoring of patient-derived iCCAOs. Combined with bioanalytical validation, this approach is suitable for a fast and efficient high-throughput drug screening in tumor organoids to develop patient-specific systemic treatment options.
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spelling pubmed-96889262022-11-25 Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment Koch, Michael Nickel, Sandra Lieshout, Ruby Lissek, Susanna M. Leskova, Martina van der Laan, Luc J. W. Verstegen, Monique M. A. Christ, Bruno Pampaloni, Francesco Cells Article Monitoring tumor growth dynamics is crucial for understanding cancer. To establish an in vitro method for the continuous assessment of patient-specific tumor growth, tumor organoids were generated from patients with intrahepatic CCA (iCCA). Organoid growth was monitored for 48 h by label-free live brightfield imaging. Growth kinetics were calculated and validated by MTS assay as well as immunohistochemistry of Ki67 to determine proliferation rates. We exposed iCCA organoids (iCCAOs) and non-tumor intrahepatic cholangiocyte organoids (ICOs) to sub-therapeutic concentrations of sorafenib. Monitoring the expansion rate of iCCAOs and ICOs revealed that iCCAO growth was inhibited by sorafenib in a time- and dose-dependent fashion, while ICOs were unaffected. Quantification of the proliferation marker Ki67 confirmed inhibition of iCCAO growth by roughly 50% after 48 h of treatment with 4 µM sorafenib. We established a robust analysis pipeline combining brightfield microscopy and a straightforward image processing approach for the label-free growth monitoring of patient-derived iCCAOs. Combined with bioanalytical validation, this approach is suitable for a fast and efficient high-throughput drug screening in tumor organoids to develop patient-specific systemic treatment options. MDPI 2022-11-15 /pmc/articles/PMC9688926/ /pubmed/36429040 http://dx.doi.org/10.3390/cells11223613 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Koch, Michael
Nickel, Sandra
Lieshout, Ruby
Lissek, Susanna M.
Leskova, Martina
van der Laan, Luc J. W.
Verstegen, Monique M. A.
Christ, Bruno
Pampaloni, Francesco
Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title_full Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title_fullStr Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title_full_unstemmed Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title_short Label-Free Imaging Analysis of Patient-Derived Cholangiocarcinoma Organoids after Sorafenib Treatment
title_sort label-free imaging analysis of patient-derived cholangiocarcinoma organoids after sorafenib treatment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9688926/
https://www.ncbi.nlm.nih.gov/pubmed/36429040
http://dx.doi.org/10.3390/cells11223613
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