Implementing computational modeling in tissue engineering: where disciplines meet

Janine Nicole Post, Sandra Loerakker, Roeland Merks, Aurélie Carlier*

*Corresponding author for this work

Research output: Contribution to journal(Systematic) Review article peer-review

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Abstract

In recent years, the mathematical and computational sciences have developed novel methodologies and insights that can aid in designing advanced bioreactors, microfluidic set-ups or organ-on-chip devices, in optimizing culture conditions, or predicting long-term behavior of engineered tissues in vivo. In this review, we introduce the concept of computational models and how they can be integrated in an interdisciplinary workflow for Tissue Engineering and Regenerative Medicine (TERM). We specifically aim this review of general concepts and examples at experimental scientists with little or no computational modeling experience. We also describe the contribution of computational models in understanding TERM processes and in advancing the TERM field by providing novel insights.

Original languageEnglish
Pages (from-to)542-554
Number of pages13
JournalTissue Engineering. Part A
Volume28
Issue number11-12
Early online date29 Mar 2022
DOIs
Publication statusPublished - 1 Jun 2022

Keywords

  • BIOMATERIALS
  • CELL-MEDIATED COMPACTION
  • COLLAGEN
  • DESIGN
  • HEART-VALVES
  • HUMAN ARTICULAR CHONDROCYTES
  • IN-VITRO
  • OPTIMIZATION
  • OXYGEN-TENSION
  • SYSTEMS BIOLOGY
  • experimental integration
  • mathematical modeling
  • model calibration
  • model validation
  • signal transduction

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