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Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors

As 3D in vitro tissue models become more pervasive, their built-in nutrient, metabolite, compound, and waste gradients increase biological relevance at the cost of analysis simplicity. Investigating these gradients and the resulting metabolic heterogeneity requires invasive and time-consuming method...

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Autores principales: Rousset, Nassim, Sandoval, Rubén López, Modena, Mario Matteo, Hierlemann, Andreas, Misun, Patrick M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803859/
https://www.ncbi.nlm.nih.gov/pubmed/35136653
http://dx.doi.org/10.1038/s41378-021-00348-w
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author Rousset, Nassim
Sandoval, Rubén López
Modena, Mario Matteo
Hierlemann, Andreas
Misun, Patrick M.
author_facet Rousset, Nassim
Sandoval, Rubén López
Modena, Mario Matteo
Hierlemann, Andreas
Misun, Patrick M.
author_sort Rousset, Nassim
collection PubMed
description As 3D in vitro tissue models become more pervasive, their built-in nutrient, metabolite, compound, and waste gradients increase biological relevance at the cost of analysis simplicity. Investigating these gradients and the resulting metabolic heterogeneity requires invasive and time-consuming methods. An alternative is using electrochemical biosensors and measuring concentrations around the tissue model to obtain size-dependent metabolism data. With our hanging-drop-integrated enzymatic glucose biosensors, we conducted current measurements within hanging-drop compartments hosting spheroids formed from the human colorectal carcinoma cell line HCT116. We developed a physics-based mathematical model of analyte consumption and transport, considering (1) diffusion and enzymatic conversion of glucose to form hydrogen peroxide (H(2)O(2)) by the glucose-oxidase-based hydrogel functionalization of our biosensors at the microscale; (2) H(2)O(2) oxidation at the electrode surface, leading to amperometric H(2)O(2) readout; (3) glucose diffusion and glucose consumption by cancer cells in a spherical tissue model at the microscale; (4) glucose and H(2)O(2) transport in our hanging-drop compartments at the macroscale; and (5) solvent evaporation, leading to glucose and H(2)O(2) upconcentration. Our model relates the measured currents to the glucose concentrations generating the currents. The low limit of detection of our biosensors (0.4 ± 0.1 μM), combined with our current-fitting method, enabled us to reveal glucose dynamics within our system. By measuring glucose dynamics in hanging-drop compartments populated by cancer spheroids of various sizes, we could infer glucose distributions within the spheroid, which will help translate in vitro 3D tissue model results to in vivo.
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spelling pubmed-88038592022-02-07 Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors Rousset, Nassim Sandoval, Rubén López Modena, Mario Matteo Hierlemann, Andreas Misun, Patrick M. Microsyst Nanoeng Article As 3D in vitro tissue models become more pervasive, their built-in nutrient, metabolite, compound, and waste gradients increase biological relevance at the cost of analysis simplicity. Investigating these gradients and the resulting metabolic heterogeneity requires invasive and time-consuming methods. An alternative is using electrochemical biosensors and measuring concentrations around the tissue model to obtain size-dependent metabolism data. With our hanging-drop-integrated enzymatic glucose biosensors, we conducted current measurements within hanging-drop compartments hosting spheroids formed from the human colorectal carcinoma cell line HCT116. We developed a physics-based mathematical model of analyte consumption and transport, considering (1) diffusion and enzymatic conversion of glucose to form hydrogen peroxide (H(2)O(2)) by the glucose-oxidase-based hydrogel functionalization of our biosensors at the microscale; (2) H(2)O(2) oxidation at the electrode surface, leading to amperometric H(2)O(2) readout; (3) glucose diffusion and glucose consumption by cancer cells in a spherical tissue model at the microscale; (4) glucose and H(2)O(2) transport in our hanging-drop compartments at the macroscale; and (5) solvent evaporation, leading to glucose and H(2)O(2) upconcentration. Our model relates the measured currents to the glucose concentrations generating the currents. The low limit of detection of our biosensors (0.4 ± 0.1 μM), combined with our current-fitting method, enabled us to reveal glucose dynamics within our system. By measuring glucose dynamics in hanging-drop compartments populated by cancer spheroids of various sizes, we could infer glucose distributions within the spheroid, which will help translate in vitro 3D tissue model results to in vivo. Nature Publishing Group UK 2022-02-01 /pmc/articles/PMC8803859/ /pubmed/35136653 http://dx.doi.org/10.1038/s41378-021-00348-w 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 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Rousset, Nassim
Sandoval, Rubén López
Modena, Mario Matteo
Hierlemann, Andreas
Misun, Patrick M.
Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title_full Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title_fullStr Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title_full_unstemmed Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title_short Modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
title_sort modeling and measuring glucose diffusion and consumption by colorectal cancer spheroids in hanging drops using integrated biosensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803859/
https://www.ncbi.nlm.nih.gov/pubmed/35136653
http://dx.doi.org/10.1038/s41378-021-00348-w
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