Related Experiment Video
Updated: Nov 14, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Parkinson's Disease Cognitive Phenotypes Show Unique Clock Drawing Features when Measured with Digital Technology
Catherine Dion1, Brandon E Frank1, Samuel J Crowley1
1Department of Clinical and Health Psychology, Gainesville, FL, USA.
Digitally analyzed clock drawing tests reveal distinct patterns in Parkinson's disease (PD) patients compared to healthy individuals. These digital metrics also differentiate cognitive subtypes within Parkinson's disease.
Area of Science:
- Neuroscience
- Neurology
- Cognitive Science
Background:
- A prior study detailed neuroimaging and neuropsychological profiles of Parkinson's disease (PD) without dementia.
- This research builds upon that by examining subtle behavioral differences in PD using digital clock drawing.
Purpose of the Study:
- To compare digital clock drawing performance (latency and graphomotor metrics) between individuals with PD and non-PD peers.
- To investigate how digital clock drawing metrics differentiate cognitive phenotypes within the PD cohort (low executive, low memory, cognitively well).
Main Methods:
- 230 participants (115 PD, 115 non-PD) completed neuropsychological tests and the digital Clock Drawing Test (dCDT).
- PD participants were categorized into cognitive phenotypes: PD low executive (PDExe), PD low memory (PDMem), and PD cognitively well (PDWell).
- Bayesian analysis compared groups on total completion time (TCT), pre-first hand latency (PFHL), post-clock face latency (PCFL), total clock face area (TCFA), and pen strokes.
Main Results:
- Fewer pen strokes and slower performance during command drawing correlated with higher odds of PD diagnosis.
- A larger clock face during the copy condition was associated with lower odds of PD diagnosis.
- Within PD phenotypes, slower performance and smaller clock faces during command drawing were linked to PDExe compared to PDWell; larger clock faces were linked to PDMem compared to PDWell.
Conclusions:
- Digital clock drawing provides distinct performance profiles differentiating individuals with PD from their non-PD counterparts.
- Digital clock drawing metrics effectively distinguish between different cognitive phenotypes within Parkinson's disease.
More Related Videos
07:26Characterizing the Relationship Between Eye Movement Parameters and Cognitive Functions in Non-demented Parkinson's Disease Patients with Eye Tracking
Published on: September 26, 2019
05:58Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment
Published on: March 11, 2021
Related Concept Videos
Parkinson's Disease: Overview
Neural Regulation
Parkinson's Disease: Treatment
Parkinson's Disease is primarily a result of the loss of dopaminergic neurons in the substantia nigra pars compacta. The cornerstone of...