Organoid Cultures In Silico: Tools or Toys?

The implementation of stem-cell-based organoid culture more than ten years ago started a development that created new avenues for diagnostic analyses and regenerative medicine. In parallel, computational modelling groups realized the potential of this culture system to support their theoretical appr...

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Main Authors: Torsten Thalheim, Gabriela Aust, Joerg Galle
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/10/1/50
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author Torsten Thalheim
Gabriela Aust
Joerg Galle
author_facet Torsten Thalheim
Gabriela Aust
Joerg Galle
author_sort Torsten Thalheim
collection DOAJ
description The implementation of stem-cell-based organoid culture more than ten years ago started a development that created new avenues for diagnostic analyses and regenerative medicine. In parallel, computational modelling groups realized the potential of this culture system to support their theoretical approaches to study tissues in silico. These groups developed computational organoid models (COMs) that enabled testing consistency between cell biological data and developing theories of tissue self-organization. The models supported a mechanistic understanding of organoid growth and maturation and helped linking cell mechanics and tissue shape in general. What comes next? Can we use COMs as tools to complement the equipment of our biological and medical research? While these models already support experimental design, can they also quantitatively predict tissue behavior? Here, we review the current state of the art of COMs and discuss perspectives for their application.
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spelling doaj.art-d67d2df470ad4488b37f91cfaaed4f962023-11-30T21:14:45ZengMDPI AGBioengineering2306-53542022-12-011015010.3390/bioengineering10010050Organoid Cultures In Silico: Tools or Toys?Torsten Thalheim0Gabriela Aust1Joerg Galle2Interdisciplinary Institute for Bioinformatics (IZBI), Leipzig University, Härtelstr. 16–18, 04107 Leipzig, GermanyDepartment of Surgery, Research Laboratories, Leipzig University, Liebigstraße 20, 04103 Leipzig, GermanyInterdisciplinary Institute for Bioinformatics (IZBI), Leipzig University, Härtelstr. 16–18, 04107 Leipzig, GermanyThe implementation of stem-cell-based organoid culture more than ten years ago started a development that created new avenues for diagnostic analyses and regenerative medicine. In parallel, computational modelling groups realized the potential of this culture system to support their theoretical approaches to study tissues in silico. These groups developed computational organoid models (COMs) that enabled testing consistency between cell biological data and developing theories of tissue self-organization. The models supported a mechanistic understanding of organoid growth and maturation and helped linking cell mechanics and tissue shape in general. What comes next? Can we use COMs as tools to complement the equipment of our biological and medical research? While these models already support experimental design, can they also quantitatively predict tissue behavior? Here, we review the current state of the art of COMs and discuss perspectives for their application.https://www.mdpi.com/2306-5354/10/1/50organoidscomputational multiscale modelsstem cell organizationdisease modellingdrug response
spellingShingle Torsten Thalheim
Gabriela Aust
Joerg Galle
Organoid Cultures In Silico: Tools or Toys?
Bioengineering
organoids
computational multiscale models
stem cell organization
disease modelling
drug response
title Organoid Cultures In Silico: Tools or Toys?
title_full Organoid Cultures In Silico: Tools or Toys?
title_fullStr Organoid Cultures In Silico: Tools or Toys?
title_full_unstemmed Organoid Cultures In Silico: Tools or Toys?
title_short Organoid Cultures In Silico: Tools or Toys?
title_sort organoid cultures in silico tools or toys
topic organoids
computational multiscale models
stem cell organization
disease modelling
drug response
url https://www.mdpi.com/2306-5354/10/1/50
work_keys_str_mv AT torstenthalheim organoidculturesinsilicotoolsortoys
AT gabrielaaust organoidculturesinsilicotoolsortoys
AT joerggalle organoidculturesinsilicotoolsortoys