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Updated: Jul 16, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Parkinson's disease as a multi-axis systems disorder: integrating molecular pathology and circuit-level therapeutics
Duc-Hiep Bach1,2, Thanh Liem Nguyen3,4
1Vinmec Research Institute of Stem Cell and Gene Technology, College of Health Sciences, VinUniversity, Vinhomes Ocean Park, Hanoi, Vietnam. hiep.bd@vinuni.edu.vn.
Abstract:
Parkinson's disease (PD) has generated extensive mechanistic insight, yet nearly all candidate disease-modifying therapies have failed in clinical trials. Antibodies targeting α-synuclein, mitochondrial antioxidants, lysosomal interventions, and anti-inflammatory agents frequently achieve target engagement without slowing clinical progression, creating a central paradox in PD therapeutics.Here we propose that this discrepancy arises because PD is not primarily a single-pathway neurodegenerative disorder but a multi-scale systems disease. Molecular pathology, organellar dysfunction, immune activation, and large-scale network instability form a self-reinforcing cascade in which interventions acting at a single biological level cannot substantially modify disease once degeneration is embedded within distributed neural circuits.This framework generates testable predictions: pathway-targeted therapies may show benefit primarily in prodromal or biomarker-defined populations, whereas established clinical PD will likely require combination strategies coupling circuit restoration with axis-matched molecular interventions. Therapeutic responsiveness should therefore correlate more strongly with network integrity than with target engagement alone.Viewing PD as a multi-scale systems disorder provides a unifying explanation for repeated therapeutic failures and offers a framework for biomarker-guided, stage-matched disease-modifying trials.
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