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Updated: Jul 14, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Entropy-driven visual choice in Parkinson's disease
Giovanni Mostile1,2, Claudio Terravecchia3, Marco Cultraro3
1Department of Medical, Surgical Sciences and Advanced Technologies "G.F.Ingrassia", University of Catania, Via Santa Sofia 78, 95123, Catania, Italy. g.mostile@unict.it.
Parkinson's disease (PD) patients show age-related visual search differences, favoring high-entropy images. This suggests bottom-up visual processing and motor control impairments linked to bradykinesia in PD.
Area of Science:
- Neuroscience
- Ophthalmology
- Movement Disorders
Background:
- Parkinson's Disease (PD) is known to affect visual search and navigation, primarily attributed to top-down cognitive processes.
- Understanding the role of bottom-up visual mechanisms in PD is crucial for a comprehensive view of visual dysfunction.
Purpose of the Study:
- To investigate the independent influence of bottom-up visual mechanisms on visual exploration and perceptual decision-making in Parkinson's Disease.
- To utilize synthetic, low-semantic value visual stimuli to minimize top-down biases.
Main Methods:
- Recorded binocular eye movements at 1000 Hz using the Eyelink 1000 Plus system.
- Presented participants with pairs of grayscale images of varying entropy, requiring a choice while recording gaze patterns.
- Extracted data including saccade latency, choice latency, and image entropy at first saccade and choice for both PD subjects and Healthy Controls (HCs).
Main Results:
- PD subjects exhibited an age-related tendency to choose high-entropy images and direct their first saccade towards them, unlike HCs.
- A direct correlation was found between the latency of choice and PD disease severity.
- Increased preference for and fixation on high-entropy images correlated with age in PD patients compared to HCs, suggesting progressive basal ganglia dysfunction.
Conclusions:
- The intrinsic entropic value of visual scenes significantly influences visual exploration and choice in PD.
- Bottom-up visual and motor control mechanisms appear linked to bradykinesia in Parkinson's Disease.
- Progressive dysfunction in basal ganglia mechanisms controlling visual attention and motor targeting of high-entropic images is indicated in aging PD patients.
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