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Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells

Preclinical analysis of drug efficacy is critical for drug development. However, conventional bulk-cell assays statically assess the mean population behavior, lacking resolution on drug-escaping cells. Inaccurate estimation of efficacy can lead to overestimation of compounds, whose efficacy will not...

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Autores principales: Mistretta, Maxime, Gangneux, Nicolas, Manina, Giulia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666435/
https://www.ncbi.nlm.nih.gov/pubmed/36379978
http://dx.doi.org/10.1038/s41598-022-24175-9
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author Mistretta, Maxime
Gangneux, Nicolas
Manina, Giulia
author_facet Mistretta, Maxime
Gangneux, Nicolas
Manina, Giulia
author_sort Mistretta, Maxime
collection PubMed
description Preclinical analysis of drug efficacy is critical for drug development. However, conventional bulk-cell assays statically assess the mean population behavior, lacking resolution on drug-escaping cells. Inaccurate estimation of efficacy can lead to overestimation of compounds, whose efficacy will not be confirmed in the clinic, or lead to rejection of valuable candidates. Time-lapse microfluidic microscopy is a powerful approach to characterize drugs at high spatiotemporal resolution, but hard to apply on a large scale. Here we report the development of a microfluidic platform based on a pneumatic operating principle, which is scalable and compatible with long-term live-cell imaging and with simultaneous analysis of different drug concentrations. We tested the platform with mycobacterial cells, including the tubercular pathogen, providing the first proof of concept of a single-cell dose–response assay. This dynamic in-vitro model will prove useful to probe the fate of drug-stressed cells, providing improved predictions of drug efficacy in the clinic.
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spelling pubmed-96664352022-11-17 Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells Mistretta, Maxime Gangneux, Nicolas Manina, Giulia Sci Rep Article Preclinical analysis of drug efficacy is critical for drug development. However, conventional bulk-cell assays statically assess the mean population behavior, lacking resolution on drug-escaping cells. Inaccurate estimation of efficacy can lead to overestimation of compounds, whose efficacy will not be confirmed in the clinic, or lead to rejection of valuable candidates. Time-lapse microfluidic microscopy is a powerful approach to characterize drugs at high spatiotemporal resolution, but hard to apply on a large scale. Here we report the development of a microfluidic platform based on a pneumatic operating principle, which is scalable and compatible with long-term live-cell imaging and with simultaneous analysis of different drug concentrations. We tested the platform with mycobacterial cells, including the tubercular pathogen, providing the first proof of concept of a single-cell dose–response assay. This dynamic in-vitro model will prove useful to probe the fate of drug-stressed cells, providing improved predictions of drug efficacy in the clinic. Nature Publishing Group UK 2022-11-15 /pmc/articles/PMC9666435/ /pubmed/36379978 http://dx.doi.org/10.1038/s41598-022-24175-9 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
Mistretta, Maxime
Gangneux, Nicolas
Manina, Giulia
Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title_full Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title_fullStr Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title_full_unstemmed Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title_short Microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
title_sort microfluidic dose–response platform to track the dynamics of drug response in single mycobacterial cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666435/
https://www.ncbi.nlm.nih.gov/pubmed/36379978
http://dx.doi.org/10.1038/s41598-022-24175-9
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