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Updated: Mar 1, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Baseline motor findings and Parkinson disease prognostic subtypes
Ali H Rajput1, Michele L Rajput2, Leslie W Ferguson2
1From the Division of Neurology (A.H.R., A.R.), Saskatoon Health Region/University of Saskatchewan, Rosthern; and Movement Disorders Program (M.L.R.) and College of Medicine (L.W.F.), University of Saskatchewan, Saskatoon, Canada. ali.rajput@saskatoonhealthregion.ca.
Objective:
To identify the significance of baseline motor features to the lifelong prognostic motor subtypes in a Parkinson disease (PD) cohort.
Methods:
In a previous study of 166 PD cases, we observed different prognosis in tremor-dominant, akinetic-rigid, and mixed subtypes. This study includes the same cases, but we excluded 10 cases with symptoms of ≥15 years duration at baseline. Relative severity of tremor, bradykinesia/akinesia, and rigidity at baseline were evaluated as predictors of the motor subtypes, which are known to have different prognosis.
Results:
The most common motor subtype was mixed, followed by akinetic-rigid and then the tremor-dominant. Seventy cases were not receiving antiparkinsonian drugs at baseline. The prognostic subtypes could be predicted at baseline in 85% of all and in 91% of the treatment-naive cases. Sensitivity, specificity, and positive predictive values were strong for the mixed and the akinetic-rigid but weak for the tremor-dominant subtype.
Conclusions:
Our data show that motor profile at baseline can predict prognosis in most PD cases. These findings can be incorporated into clinical practice.
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