Computational Modeling of Dopaminergic Neuron Degeneration and <i>α</i>-Synuclein Spread in Parkinson’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

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
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article

Computational Modeling of Dopaminergic Neuron Degeneration and α-Synuclein Spread in Parkinson’s Disease

Preeti S. Mirchandani, Vriti Mirchandani
1 links
Advances in Parkinson s Disease
Parkinson's Disease Mechanisms and Treatments
article

Computational Modeling of Dopaminergic Neuron Degeneration and α-Synuclein Spread in Parkinson’s Disease

Preeti S. Mirchandani, Vriti Mirchandani
article en

Abstract

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.

Advances in Parkinson s DiseaseVol. 14(03)
Openalex Percentile: Top 73%
Parkinson's Disease Mechanisms and Treatments
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