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Related Experiment Video

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The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics.

Francesca Melozzi1, Marmaduke M Woodman1, Viktor K Jirsa1

  • 1Aix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille, France.

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|July 1, 2017
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Summary

The Virtual Mouse Brain (TVMB) software models mouse brain networks using diffusion MRI. This tool simulates brain activity, aiding research into brain function and disease in mice.

Keywords:
connectomefMRImodelingresting state

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Area of Science:

  • Computational neuroscience
  • Neuroinformatics
  • Systems neuroscience

Background:

  • Connectome-based modeling is crucial for understanding brain structure-function relationships.
  • Existing tools like The Virtual Brain (TVB) primarily focus on human brain modeling.
  • There is a need for detailed mouse brain network models to study brain function and disease.

Purpose of the Study:

  • To extend The Virtual Brain (TVB) software for whole mouse brain network modeling.
  • To enable causal in silico interrogation of mouse brain dynamics.
  • To facilitate the study of brain function and pathology in mice.

Main Methods:

  • Utilized diffusion magnetic resonance imaging (dMRI) and tracer-based data for detailed mouse connectomes.
  • Developed The Virtual Mouse Brain (TVMB) as an extension of the TVB software.
  • Implemented simulations of seizure propagation and resting-state dynamics.

Main Results:

  • Successfully extended TVB to model whole mouse brain networks.
  • Demonstrated the capability of TVMB to simulate complex brain dynamics like seizure propagation.
  • Showcased the simulation of resting-state dynamics in both healthy and diseased conditions.

Conclusions:

  • TVMB provides a powerful platform for in silico neuroscience research in mice.
  • The software enables theoretically driven experimental planning and prediction testing.
  • TVMB supports the investigation of brain function and disease across various mouse strains.