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Technique to Target Microinjection to the Developing Xenopus Kidney
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Methods of Computational Analysis in Kidney Development.

Pauli Tikka1, Franz Schaefer2

  • 1Department of Medicine, University of Heidelberg, Heidelberg, Germany. Pauli.Tikka@med.uni-heidelberg.de.

Methods in Molecular Biology (Clifton, N.J.)
|February 12, 2019
PubMed
Summary
This summary is machine-generated.

Mathematical models aid in understanding kidney development, a complex process involving cell migration and differentiation. This review explores various modeling approaches, including computational simulations of early nephron formation.

Keywords:
CompuCell3DComputational modellingEarly nephrogenesisModelling in biology

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Area of Science:

  • Developmental Biology
  • Computational Biology
  • Mathematical Modeling

Background:

  • Kidney development (nephrogenesis) is a complex process involving intricate cell interactions.
  • Mathematical modeling offers a powerful framework to understand these biological processes.

Purpose of the Study:

  • To review methodologies for constructing mathematical models of kidney development.
  • To illustrate challenges in biological model building using specific examples.

Main Methods:

  • General description of mathematical modeling in biology and pattern formation.
  • Assessment of models for kidney branching morphogenesis.
  • Computational modeling using CompuCell3D and the Cellular Potts Model (CPM).
  • Modeling of pretubular aggregate (PTA) to renal vesicle (RV) transition.

Main Results:

  • Exploration of various modeling approaches for nephrogenesis.
  • Demonstration of computational modeling for early nephron progenitor cell migration.
  • Illustration of PTA to RV transition modeling based on ureteric bud chemoattractants.

Conclusions:

  • Mathematical modeling is crucial for dissecting complex developmental processes like kidney formation.
  • Computational tools like CompuCell3D provide insights into cell behaviors and signaling in nephrogenesis.
  • Modeling highlights the importance of specific signaling pathways, such as chemoattractants, in kidney development.