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Updated: Sep 18, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Hypo-connected pattern in Parkinson's disease with pure apathy: A dynamic functional connectivity perspective
Yan Zhi1, Kaidong Chen2, Yiping You3
1Department of Neurology, JiangYuan Hospital Affiliated to Jiangsu Institute of Nuclear Medicine, Wuxi 214063, China; Department of Radiopharmaceuticals, School of Pharmacy, Nanjing Medical University, Nanjing 211166, China.
Apathy in Parkinson's disease (PD) is linked to prolonged low brain network connectivity. Specifically, reduced connectivity in the default mode network (DMN) between the precuneus and SFGmed may drive apathy in PD patients.
Area of Science:
- Neuroscience
- Neurology
- Brain Imaging
Background:
- Apathy is a common non-motor symptom in Parkinson's disease (PD).
- Understanding the brain network dynamics underlying apathy in PD is crucial.
- Previous research has not fully elucidated the dynamic functional network connectivity (dFNC) in patients with PD and pure apathy (PD-PA).
Purpose of the Study:
- To investigate the dynamic brain network changes associated with apathy in Parkinson's disease.
- To explore the functional connectivity patterns in the brains of patients with PD-PA using dFNC analysis.
Main Methods:
- Employed dynamic functional network connectivity (dFNC) analysis.
- Studied 30 patients with PD-PA, 37 patients with PD but not pure apathy (PD-NPA), and 37 healthy controls (HCs).
- Identified seven brain networks configured into four distinct states.
Main Results:
- Patients with PD-PA exhibited a longer mean dwell time in a hypo-connected state (State 1) compared to PD-NPA patients.
- The mean dwell time in State 1 positively correlated with apathy severity in PD-PA patients.
- Within State 1, decreased intra-network functional connectivity (FC) was observed in the default mode network (DMN) of PD-PA patients, specifically involving the left precuneus and left medial superior frontal gyrus (SFGmed).
Conclusions:
- Apathy in PD may stem from prolonged periods of low connectivity within brain networks.
- Impaired information transmission, particularly the disconnection between the precuneus and SFGmed within the DMN, is a key mechanism underlying apathy in PD.
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