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Integrating cellular and molecular structures and dynamics into whole-cell models.

Zaida Luthey-Schulten1, Zane R Thornburg2, Benjamin R Gilbert2

  • 1Department of Chemistry, University of Illinois at Urbana-Champaign, USA; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, USA; Center for the Physics of the Living Cell, University of Illinois at Urbana-Champaign, USA.

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Creating a dynamical whole-cell model (DWCM) requires detailed cell data over time. This review explores challenges in gathering information for bacterial DWCMs.

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Area of Science:

  • Cell biology
  • Systems biology
  • Computational biology

Background:

  • Understanding cellular dynamics requires data on size, shape, components, reactions, and environmental interactions over time.
  • Integrating vast experimental data necessitates theoretical models and simulations.

Purpose of the Study:

  • To review current challenges and problems in developing dynamical whole-cell models (DWCMs).
  • Focus on simple, well-studied bacterial systems.

Main Methods:

  • Literature review of existing research on cellular modeling.
  • Analysis of data requirements for dynamical whole-cell models.

Main Results:

  • Significant progress is being made across various fronts in cell modeling.
  • Specific challenges exist in obtaining comprehensive data for all aspects of DWCMs.

Conclusions:

  • Developing comprehensive dynamical whole-cell models for bacteria is complex.
  • Further research is needed to overcome data acquisition and integration challenges.