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Mechanocellular models of epithelial morphogenesis.

Alexander G Fletcher1,2, Fergus Cooper3, Ruth E Baker3

  • 1School of Mathematics and Statistics, University of Sheffield, Sheffield S3 7RH, UK a.g.fletcher@sheffield.ac.uk.

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|March 29, 2017
PubMed
Summary
This summary is machine-generated.

Computational modeling aids understanding of embryonic epithelial morphogenesis by simulating cell behaviors. These models help interpret complex live-imaging data and explore tissue development dynamics.

Keywords:
computational modellingepithelial morphogenesisfinite-element modelimmersed boundary methodsubcellular element model

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Area of Science:

  • Developmental Biology
  • Computational Biology
  • Cell Biology

Background:

  • Embryonic epithelia undergo complex morphogenetic movements (reshaping, bending, folding) driven by cellular actions.
  • Advances in live-imaging and molecular studies generate large datasets on epithelial dynamics.
  • Interpreting these datasets requires sophisticated analytical approaches, including computational modeling.

Purpose of the Study:

  • To review the application of cell-based computational models in understanding epithelial morphogenesis.
  • To explore how these models can elucidate cell-level processes driving tissue-scale rearrangements.
  • To discuss the potential of modeling for investigating experimentally challenging questions in developmental biology.

Main Methods:

  • Review of various cell-based modeling approaches (vertex, finite-element, immersed boundary, subcellular element models).
  • Analysis of how these models represent cell geometry and cell-cell mechanical interactions.
  • Discussion of the integration of computational modeling with experimental approaches.

Main Results:

  • Cell-based models provide insights into the mechanisms underlying epithelial morphogenesis.
  • Different modeling approaches offer varying levels of detail in representing cell shape and interactions.
  • Models facilitate the exploration of forces and feedbacks governing cell and tissue behavior.

Conclusions:

  • Computational modeling is crucial for interpreting complex epithelial dynamics and advancing our understanding of morphogenesis.
  • Future modeling efforts can help decipher the mechanical and biochemical cues guiding tissue development.
  • Challenges remain in developing quantitative and predictive computational models for morphogenetic processes.