Computational Modeling of Dopaminergic Neuron Degeneration and <i>&#945;</i>-Synuclein Spread in Parkinson&#8217;s Disease
Parkinson’s disease is marked by the progressive loss of dopaminergic neurons and the prion-like spread of misfolded α-synuclein. This study presents a computational framework simulating α-synuclein propagation and neuron death within a simplified substantia nigra model. Cellular automata were used to model local transmission, oxidative stress, and cumulative toxicity, while Braak-stage-informed parameters guided regional progression. The simulation explores how mitochondrial stress thresholds and α-synuclein seeding density alter neurodegeneration patterns. This model provides a visualizable, modular tool to test hypotheses on disease progression and therapeutic timing.
Authors
- Preeti S. Mirchandani
- Vriti Mirchandani
Publication Details
- Journal
- Advances in Parkinson s Disease
- Published
- 2025-01-01
- DOI
- https://doi.org/10.4236/apd.2025.143003
- Primary Topic
- Parkinson's Disease Mechanisms and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00