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Updated: May 26, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Beyond atrophy: Network-level functional disintegration pattern along the cognitive decline in Parkinson's disease
Ulaş Ay1, Ani Kicik2, Emel Erdogdu3
1Neuroimaging Unit, Hulusi Behçet Life Sciences Research Laboratory, Istanbul University, Istanbul 34093, Türkiye; Department of Physiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul 34093, Türkiye.
Parkinson's disease (PD) causes disruptions in brain connectivity, particularly in the default mode, somatomotor, and attention networks. These intrinsic functional connectivity (iFC) changes worsen with cognitive decline, impacting motor and cognitive functions.
Area of Science:
- Neuroscience
- Neurology
- Cognitive Science
Background:
- Parkinson's disease (PD) is a neurodegenerative disorder impacting motor and cognitive functions.
- Intrinsic functional connectivity (iFC) disruptions are implicated in PD's cognitive decline.
- Understanding network-level iFC changes across PD cognitive stages is crucial.
Purpose of the Study:
- To elucidate network-level iFC disruptions in Parkinson's disease (PD).
- To characterize iFC dynamics across cognitive decline stages in PD (PD-CN, PD-MCI, PD-D).
- To identify cognition-related subnetworks and their association with cognitive performance.
Main Methods:
- Surface-based cortical thickness measurements to assess neurodegeneration.
- Network-based statistics (NBS) for mass-univariate iFC analysis across three PD cohorts.
- Interaction analysis correlating ACE-R scores with iFC alterations.
Main Results:
- iFC declines begin in the mild cognitive impairment (PD-MCI) stage, affecting default mode (DMN), somatomotor (SMN), and dorsal attention networks (DAN).
- Advanced dementia (PD-D) shows additional iFC decline in limbic and frontoparietal networks, with SMN decoupling from attention networks.
- ACE-R analysis revealed cognition-related subnetworks, with lower cognitive performance linked to reduced iFC.
Conclusions:
- iFC alterations in PD are stage-specific and network-selective.
- Early-stage disruptions involve DMN, attention, and motor networks; later stages show widespread disintegration.
- The somatomotor network's progressive decoupling highlights its role in PD cognitive impairment.
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