Impaired topographic organization in Parkinson's disease with mild cognitive impairment
Yanbing Hou1, Qianqian Wei1, Ruwei Ou1
1Department of neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Background:
Mild cognitive impairment (MCI) is common in Parkinson's disease (PD), and graph theory approaches can be performed to investigate the topographic organization in newly diagnosed drug-naïve PD patients with MCI.
Method:
We recruited PD patients with MCI (PD-MCI), PD patients with cognitive unimpaired (PD-CU), and age- and sex-matched healthy controls (HCs). Resting-state functional MRI (fMRI) whole-brain connectivity was examined, and topographic properties were measured with age, sex and education as covariates. Correlation analyses were performed between topographic features and cognitive scores.
Results:
Newly diagnosed drug-naïve PD patients and HCs presented small-world properties, and PD patients had increasing random organizations of brain networks, especially in PD patients with MCI. We also found a descending trend (HC > PD-CU > PD-MCI) in the clustering coefficient (Cp), characteristic path length (Lp) and local efficiency (Eloc), and a rising trend (HC < PD-CU < PD-MCI) in the global efficiency (Eglob). Only PD patients with MCI showed decreased nodal centralities in nodes of the sensorimotor network (SMN), default mode network (DMN), and the ventral anterior prefrontal cortex (vent aPFC), and increased nodal centralities in nodes of the cingulo-opercular network (CON), occipital network, and the ventral lateral prefrontal cortex (vlPFC). The increased nodal centralities in the parietal node of CON negatively correlated with cognitive scores in all PD patients.
Conclusion:
Our results suggested that newly diagnosed drug-naïve PD patients had increasing random organizations of brain networks, especially in PD-MCI patients. Nodal changes were mainly observed in PD-MCI patients.
Insights
Brain network organization becomes more random in Parkinson's disease (PD) patients, particularly those with mild cognitive impairment (MCI). These changes in brain network topology correlate with cognitive decline in PD.
Area of Science:
- Neuroscience
- Network Science
- Medical Imaging
Background:
- Mild cognitive impairment (MCI) is prevalent in Parkinson's disease (PD).
- Graph theory can analyze brain network organization in PD patients with MCI.
Purpose of the Study:
- Investigate brain network topography in newly diagnosed, drug-naïve PD patients with and without MCI.
- Examine correlations between network properties and cognitive function.
Main Methods:
- Recruited PD patients with MCI (PD-MCI), PD patients cognitively unimpaired (PD-CU), and healthy controls (HCs).
- Analyzed resting-state functional MRI (fMRI) data using graph theory to assess whole-brain connectivity and topographic properties.
- Performed correlation analyses between network features and cognitive scores.
Main Results:
- PD patients, especially PD-MCI, showed increased randomness in brain networks compared to HCs.
- A descending trend in clustering coefficient, characteristic path length, and local efficiency was observed (HC > PD-CU > PD-MCI).
- PD-MCI patients exhibited altered nodal centralities in specific brain networks (SMN, DMN, aPFC, CON, occipital, vlPFC), with CON changes correlating negatively with cognitive scores.
Conclusions:
- Newly diagnosed, drug-naïve PD patients exhibit increasingly random brain network organization, most pronounced in PD-MCI.
- Significant nodal network alterations are primarily identified in PD-MCI patients.
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