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Multiphysics of Prionlike Diseases: Progression and Atrophy
Johannes Weickenmeier1, Ellen Kuhl2, Alain Goriely3
1Department of Mechanical Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA.
This study models toxic protein spread in the brain, simulating how different starting points lead to distinct neurodegenerative disease patterns and atrophy. The findings offer insights into disease progression and degeneration patterns.
Area of Science:
- Neuroscience
- Computational Biology
- Pathology
Background:
- Neurodegenerative diseases involve toxic protein accumulation and propagation.
- Disease progression follows characteristic patterns, leading to distinct stages, cognitive deficits, and pathologies.
Purpose of the Study:
- To simulate anisotropic toxic protein propagation and accumulation in a full brain model.
- To demonstrate how varying initial seeding zones can replicate distinct prion-like disease evolutions.
- To couple protein transport with a mechanical atrophy model for realistic degeneration patterns.
Main Methods:
- Developed a computational model for anisotropic toxic protein propagation.
- Simulated protein spread within a full brain geometry.
- Integrated a mechanical atrophy model with the protein transport model.
Main Results:
- The model successfully reproduced characteristic prion-like disease evolution patterns based on initial seeding zones.
- The model accurately predicted the total toxic protein load evolution.
- Coupled models generated typical neurodegenerative disease degeneration patterns.
Conclusions:
- Computational modeling can effectively simulate the complex propagation and accumulation of toxic proteins in the brain.
- The model provides a framework for understanding the origins of distinct disease progression patterns.
- This approach aids in visualizing and predicting neurodegenerative disease development and associated atrophy.
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