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Updated: Jun 11, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Evaluating a motor progression connectivity model across Parkinson's disease stages
Mallory L Hacker1, David A Isaacs2, Nanditha Rajamani3,4
1Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA. mallory.hacker@vumc.org.
Deep brain stimulation (DBS) targeting the dorsolateral subthalamic nucleus (STN) in early Parkinson's Disease (PD) is linked to slower motor progression. This precise STN stimulation also predicts improved long-term motor outcomes in advanced PD.
Area of Science:
- Neuroscience
- Neurology
- Neurosurgery
Background:
- Deep brain stimulation (DBS) in early Parkinson's Disease (PD) showed potential for slowing motor progression via subthalamic nucleus (STN) stimulation.
- Subject-level visualizations are used to further describe the relationship between active DBS contacts and motor progression in early PD.
- This study investigates if the STN 'sweet spot' and connectivity model associated with slower progression also improve long-term outcomes in advanced PD.
Purpose of the Study:
- To visualize and describe the relationship between active DBS contacts and motor progression in early-stage PD.
- To evaluate if the STN sweet spot and connectivity model from early PD predict long-term motor outcomes in advanced PD.
Main Methods:
- Analyzed active contacts in an early-stage PD cohort (N=14) and their two-year motor progression.
- Applied sweet spot and connectivity models from the early cohort to an independent advanced-stage PD cohort (N=29).
- Assessed the models' ability to estimate variance in long-term motor outcomes in the advanced PD group.
Main Results:
- In early PD, stimulation proximity to the dorsolateral STN correlated with slower motor progression.
- In advanced PD, stimulation proximity to the early PD connectivity model predicted better long-term outcomes (R=0.60, P<0.001).
- Stimulation proximity to the early PD sweet spot also predicted better long-term outcomes in advanced PD (R=0.37, P=0.046).
Conclusions:
- Stimulation of a specific dorsolateral STN site is associated with slower motor progression in early Parkinson's Disease.
- This precise STN stimulation is also linked to improved long-term motor outcomes in advanced Parkinson's Disease.
- Findings support targeting specific STN sites for both slowing PD progression and enhancing long-term motor function.
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