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Super-resolution Imaging of Proteus mirabilis Biofilm by Expansion Microscopy
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Considerations for Modeling Proteus mirabilis Swarming.

Bruce P Ayati1

  • 1Department of Mathematics, University of Iowa, Iowa City, IA, USA. bruce-ayati@uiowa.edu.

Methods in Molecular Biology (Clifton, N.J.)
|July 17, 2019
PubMed
Summary

This chapter guides experimentalists in creating mathematical models for biological systems. It covers model creation, usage, and collaboration for robust research findings.

Keywords:
Collaborative scienceMathematical modelingMathematical representationsProteus mirabilisSwarm colony

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Area of Science:

  • Systems Biology
  • Mathematical Modeling
  • Experimental Design

Background:

  • Experimentalists require guidance on translating biological systems into mathematical representations.
  • Diverse research goals necessitate adaptable modeling strategies.
  • Effective collaboration and model validation are crucial for scientific rigor.

Purpose of the Study:

  • To provide foundational instruction for creating and utilizing mathematical models in experimental research.
  • To offer a broad overview of mathematical modeling principles applicable to various biological systems.
  • To enhance collaborative efforts and confidence in model outcomes among research teams.

Main Methods:

  • Developing a framework for constructing mathematical models.
  • Illustrating modeling concepts with examples, such as Proteus mirabilis colonies.
  • Suggesting communication strategies for interdisciplinary teams.

Main Results:

  • Guidance on the creation and application of mathematical models is presented.
  • An overview of modeling Proteus mirabilis colonies is discussed.
  • Strategies for improving team communication and model result confidence are suggested.

Conclusions:

  • Mathematical modeling is an essential tool for experimentalists.
  • Effective collaboration and clear communication enhance model development and reliability.
  • This chapter serves as a starting point for researchers new to mathematical modeling.