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Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D
We describe and share a device, methodology and image analysis algorithms, which allow up to 66 spheroids to be arranged into a gel-based array directly from a culture plate for downstream processing and analysis. Compared to processing individual samples, the technique uses 11-fold less reagents, s...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5278392/ https://www.ncbi.nlm.nih.gov/pubmed/28134245 http://dx.doi.org/10.1038/srep41160 |
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author | Ivanov, Delyan P. Grabowska, Anna M. |
author_facet | Ivanov, Delyan P. Grabowska, Anna M. |
author_sort | Ivanov, Delyan P. |
collection | PubMed |
description | We describe and share a device, methodology and image analysis algorithms, which allow up to 66 spheroids to be arranged into a gel-based array directly from a culture plate for downstream processing and analysis. Compared to processing individual samples, the technique uses 11-fold less reagents, saves time and enables automated imaging. To illustrate the power of the technology, we showcase applications of the methodology for investigating 3D spheroid morphology and marker expression and for in vitro safety and efficacy screens. First, spheroid arrays of 11 cell-lines were rapidly assessed for differences in spheroid morphology. Second, highly-positive (SOX-2), moderately-positive (Ki-67) and weakly-positive (βIII-tubulin) protein targets were detected and quantified. Third, the arrays enabled screening of ten media compositions for inducing differentiation in human neurospheres. Last, the application of spheroid microarrays for spheroid-based drug screens was demonstrated by quantifying the dose-dependent drop in proliferation and increase in differentiation in etoposide-treated neurospheres. |
format | Online Article Text |
id | pubmed-5278392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-52783922017-02-03 Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D Ivanov, Delyan P. Grabowska, Anna M. Sci Rep Article We describe and share a device, methodology and image analysis algorithms, which allow up to 66 spheroids to be arranged into a gel-based array directly from a culture plate for downstream processing and analysis. Compared to processing individual samples, the technique uses 11-fold less reagents, saves time and enables automated imaging. To illustrate the power of the technology, we showcase applications of the methodology for investigating 3D spheroid morphology and marker expression and for in vitro safety and efficacy screens. First, spheroid arrays of 11 cell-lines were rapidly assessed for differences in spheroid morphology. Second, highly-positive (SOX-2), moderately-positive (Ki-67) and weakly-positive (βIII-tubulin) protein targets were detected and quantified. Third, the arrays enabled screening of ten media compositions for inducing differentiation in human neurospheres. Last, the application of spheroid microarrays for spheroid-based drug screens was demonstrated by quantifying the dose-dependent drop in proliferation and increase in differentiation in etoposide-treated neurospheres. Nature Publishing Group 2017-01-30 /pmc/articles/PMC5278392/ /pubmed/28134245 http://dx.doi.org/10.1038/srep41160 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Ivanov, Delyan P. Grabowska, Anna M. Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title | Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title_full | Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title_fullStr | Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title_full_unstemmed | Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title_short | Spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3D |
title_sort | spheroid arrays for high-throughput single-cell analysis of spatial patterns and biomarker expression in 3d |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5278392/ https://www.ncbi.nlm.nih.gov/pubmed/28134245 http://dx.doi.org/10.1038/srep41160 |
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