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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
A Self-Administered, Digitized Approach to Quantifying the Cardinal Motor Symptoms in Parkinson's Disease
Mandy Miller Koop1, Colin Waltz1, Andrew Bazyk2
1Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195, USA.
Sensors (Basel, Switzerland)
|July 28, 2026
Summary
The Ceraxis Insight platform offers a validated, objective way to measure Parkinson's disease (PD) motor symptoms. This digital tool accurately assesses symptoms, improving care for people with PD (PwPD) outside of traditional clinical settings.
Area of Science:
- Neurology
- Biomedical Engineering
- Digital Health
Background:
- Parkinson's disease (PD) care is often suboptimal due to limited neurologist access and reliance on subjective symptom ratings.
- Objective, quantitative measures are needed for accurate PD motor symptom assessment and treatment decisions.
Purpose of the Study:
- To validate the Ceraxis Insight platform's quantitative motor symptom metrics against gold-standard clinical assessments in people with Parkinson's disease (PwPD).
Main Methods:
- Nineteen PwPD underwent clinical examination and completed nine Ceraxis Insight tablet-based assessments with a sensor stylus.
- Quantitative metrics were derived from IMU, force transducer, and touchscreen data.
- Statistical analyses included mixed-effect models, correlation, and logistic regression.
Main Results:
- Ceraxis Insight metrics significantly correlated with (r > 0.70) and predicted (p < 0.05) MDS-UPDRS III scores for total, bradykinesia, tremor, rigidity, and gait difficulty.
- Metrics effectively discriminated between ON- and OFF-deep brain stimulation (DBS) states (AUC > 0.70).
Conclusions:
- The Ceraxis Insight platform provides a validated, objective tool for assessing PD motor symptoms.
- This technology can support data-driven treatment decisions in clinical or remote settings, enhancing care for PwPD.
