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Updated: Sep 22, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Advanced-Stage Parkinson's Disease: From Identification to Characterization Using a Nationwide Database
Yael Barer1, Tanya Gurevich2,3,4, Gabriel Chodick1,3
1Maccabitech, Maccabi Institute for Research and Innovation Tel Aviv Israel.
Intensified therapy (IT) for Parkinson's disease (PD) indicates a higher disease burden and increased healthcare utilization. This readily available marker can help identify advanced PD patients for targeted care.
Area of Science:
- Neurology
- Pharmacology
- Health Services Research
Background:
- Parkinson's disease (PD) progression leads to decreased medication response and motor complications.
- Current methods for identifying patients needing intervention are often inadequate.
- Intensified therapy (IT) for PD is proposed as a proxy for increased disease burden.
Purpose of the Study:
- To determine if intensified therapy (IT) aligns with events reflecting advanced Parkinson's disease (APD) burden.
- To explore the utility of IT as an indicator of advanced PD.
Main Methods:
- Retrospective analysis of Parkinson's disease (PD) patients in Israel.
- Defined intensified therapy (IT) cohort (n=2037) based on levodopa dosage and frequency.
- Compared IT cohort with non-intensified therapy (NIT) cohort (n=3402) on demographics, comorbidities, healthcare use, costs, and clinical events.
Main Results:
- Intensified therapy (IT) was linked to significantly higher healthcare resource use (P<0.05).
- IT patients incurred greater healthcare costs (P<0.001).
- IT was associated with increased risk of mortality, hospitalization, disability, and device-aided therapy (P<0.001 for all).
Conclusions:
- Treatment intensity serves as an objective and robust indicator of advanced Parkinson's disease (APD).
- This easily extractable marker can be integrated into electronic medical records.
- IT can help actively target advanced PD patients and guide risk-appropriate care.
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