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Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids

Bioengineered three-dimensional (3D) tumor models that incorporate heterotypic cellular communication are gaining interest as they can recapitulate key features regarding the intrinsic heterogeneity of cancer tissues. However, the architectural complexity and heterogeneous contents associated with t...

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Autores principales: Bulin, Anne-Laure, Broekgaarden, Mans, Hasan, Tayyaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709388/
https://www.ncbi.nlm.nih.gov/pubmed/29192263
http://dx.doi.org/10.1038/s41598-017-16622-9
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author Bulin, Anne-Laure
Broekgaarden, Mans
Hasan, Tayyaba
author_facet Bulin, Anne-Laure
Broekgaarden, Mans
Hasan, Tayyaba
author_sort Bulin, Anne-Laure
collection PubMed
description Bioengineered three-dimensional (3D) tumor models that incorporate heterotypic cellular communication are gaining interest as they can recapitulate key features regarding the intrinsic heterogeneity of cancer tissues. However, the architectural complexity and heterogeneous contents associated with these models pose a challenge for toxicological assays to accurately report treatment outcomes. To address this issue, we describe a comprehensive image analysis procedure for structurally complex organotypic cultures (CALYPSO) applied to fluorescence-based assays to extract multiparametric readouts of treatment effects for heterotypic tumor cultures that enables advanced analyses. The capacity of this approach is exemplified on various 3D models including adherent/suspension, mono-/heterocellular cultures and several disease types. The subsequent analysis revealed specific morphological effects of oxaliplatin chemotherapy, radiotherapy, and photodynamic therapy. The procedure can be readily implemented in most laboratories to facilitate high-throughput toxicological screening of pharmaceutical agents and treatment regimens on organotypic cultures of human disease to expedite drug and therapy development.
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spelling pubmed-57093882017-12-06 Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids Bulin, Anne-Laure Broekgaarden, Mans Hasan, Tayyaba Sci Rep Article Bioengineered three-dimensional (3D) tumor models that incorporate heterotypic cellular communication are gaining interest as they can recapitulate key features regarding the intrinsic heterogeneity of cancer tissues. However, the architectural complexity and heterogeneous contents associated with these models pose a challenge for toxicological assays to accurately report treatment outcomes. To address this issue, we describe a comprehensive image analysis procedure for structurally complex organotypic cultures (CALYPSO) applied to fluorescence-based assays to extract multiparametric readouts of treatment effects for heterotypic tumor cultures that enables advanced analyses. The capacity of this approach is exemplified on various 3D models including adherent/suspension, mono-/heterocellular cultures and several disease types. The subsequent analysis revealed specific morphological effects of oxaliplatin chemotherapy, radiotherapy, and photodynamic therapy. The procedure can be readily implemented in most laboratories to facilitate high-throughput toxicological screening of pharmaceutical agents and treatment regimens on organotypic cultures of human disease to expedite drug and therapy development. Nature Publishing Group UK 2017-11-30 /pmc/articles/PMC5709388/ /pubmed/29192263 http://dx.doi.org/10.1038/s41598-017-16622-9 Text en © The Author(s) 2017 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
Bulin, Anne-Laure
Broekgaarden, Mans
Hasan, Tayyaba
Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title_full Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title_fullStr Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title_full_unstemmed Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title_short Comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
title_sort comprehensive high-throughput image analysis for therapeutic efficacy of architecturally complex heterotypic organoids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709388/
https://www.ncbi.nlm.nih.gov/pubmed/29192263
http://dx.doi.org/10.1038/s41598-017-16622-9
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