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Updated: Sep 19, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
From precision interventions to precision health
Nicholas J Schork1,2,3,4,5, Laura H Goetz6,7
1The Translational Genomics Research Institute, a part of the City of Hope National Medical Center, Phoenix, AZ (NJS, LHG), USA. nschork@tgen.org.
Precision medicines offer tailored treatments, but their exact effects and benefits require better prediction. New clinical trial strategies collecting human data are needed to understand these advanced therapies.
Area of Science:
- Pharmacogenomics
- Clinical Pharmacology
- Translational Medicine
Background:
- Precision medicines, tailored to individual profiles, are rapidly advancing.
- Current preclinical and clinical trial methods struggle to predict intervention precision.
- Understanding mechanisms of action (MOAs), clinical effects, and individual utility is challenging.
Purpose of the Study:
- To highlight the need for improved strategies in precision medicine research.
- To emphasize the necessity of collecting human data for better prediction.
- To address the limitations in current preclinical and clinical trial designs.
Main Methods:
- Review of current precision medicine development and evaluation strategies.
- Identification of data gaps in understanding intervention impact.
- Proposal for built-for-purpose clinical trials.
Main Results:
- Current methods are insufficient for anticipating the precise MOAs, clinical effects, and utility of precision medicines.
- Data on living human beings is crucial for accurate assessment.
- Need for tailored clinical trials to gather specific data.
Conclusions:
- Enhanced clinical trial designs are essential for advancing precision medicine.
- Collecting comprehensive human data will improve the prediction of treatment efficacy and patient benefit.
- Future research must focus on built-for-purpose trials to realize the full potential of precision medicine.
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