Aberrant voxel-based degree centrality in Parkinson's disease patients with mild cognitive impairment
- PMID: 33217504
- DOI: 10.1016/j.neulet.2020.135507
Aberrant voxel-based degree centrality in Parkinson's disease patients with mild cognitive impairment
Abstract
The purpose was to explore the intrinsic dysconnectivity pattern of whole-brain functional networks in Parkinson's disease patients with mild cognitive impairment (PD-MCI) using a voxel-wise degree centrality (DC) analysis approach. The resting-state functional magnetic resonance imaging (rs-fMRI) scanning was performed in all subjects including PD-MCI, PD patients with no cognitive impairment (PD-NCI), and healthy controls (HCs). DC mapping was used to identify functional connectivity (FC) alterations among these groups. Correlation between abnormal DC and clinical features was performed. Secondary seed-based FC analyses and voxel-based morphometry (VBM) analyses were also conducted. Compared with HCs, PD-MCI and PD-NCI showed DC abnormalities mainly in the right temporal lobe, thalamus, left cuneus, middle frontal gyrus, and corpus callosum. Compared with PD-NCI, PD-MCI showed abnormal DC in the left fusiform gyrus (FFG) and left cerebellum lobule VI, left cuneus, right hippocampus, and bilateral precuneus. In PD-MCI patients, correlation analyses revealed that DC in the left FFG was positively correlated with the Montreal Cognitive Assessment (MoCA) scores, and DC in the left precuneus was negatively correlated with the MoCA scores. Secondary seed-based FC analysis further revealed FC changes mainly in the default mode network, right middle cingulum, right supramarginal gyrus, and right postcentral/precentral gyrus. However, no significant difference was found in the secondary VBM analysis. The findings suggest that dysfunction in extensive brain areas is involved in PD-MCI. Among these regions, the left precuneus, FFG, and cerebellum VI may be the key hubs in the pathogenesis of PD-MCI.
Keywords: Degree centrality; Mild cognitive impairment; Parkinson’s disease; Resting-state fMRI.
Copyright © 2020 Elsevier B.V. All rights reserved.
Similar articles
-
Altered resting-state voxel-level whole-brain functional connectivity in depressed Parkinson's disease.Parkinsonism Relat Disord. 2018 May;50:74-80. doi: 10.1016/j.parkreldis.2018.02.019. Epub 2018 Feb 9. Parkinsonism Relat Disord. 2018. PMID: 29449183
-
Altered functional connectivity of the marginal division in Parkinson's disease with mild cognitive impairment: A pilot resting-state fMRI study.J Magn Reson Imaging. 2019 Jul;50(1):183-192. doi: 10.1002/jmri.26548. Epub 2019 Jan 15. J Magn Reson Imaging. 2019. PMID: 30644620
-
Structural and Functional Thalamic Changes in Parkinson's Disease With Mild Cognitive Impairment.J Magn Reson Imaging. 2020 Oct;52(4):1207-1215. doi: 10.1002/jmri.27195. Epub 2020 Jun 17. J Magn Reson Imaging. 2020. PMID: 32557988
-
Alterations in degree centrality and functional connectivity in tension-type headache: a resting-state fMRI study.Brain Imaging Behav. 2024 Aug;18(4):819-829. doi: 10.1007/s11682-024-00875-w. Epub 2024 Mar 21. Brain Imaging Behav. 2024. PMID: 38512647 Review.
-
Gray matter structural and functional brain abnormalities in Parkinson's disease: a meta-analysis of VBM and ALFF data.J Neurol. 2025 Mar 19;272(4):276. doi: 10.1007/s00415-025-12934-3. J Neurol. 2025. PMID: 40106017 Review.
Cited by
-
Abnormal Neural Activity in Different Frequency Bands in Parkinson's Disease With Mild Cognitive Impairment.Front Aging Neurosci. 2021 Aug 20;13:709998. doi: 10.3389/fnagi.2021.709998. eCollection 2021. Front Aging Neurosci. 2021. PMID: 34489679 Free PMC article.
-
Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment.Front Neurol. 2022 Dec 12;13:1062816. doi: 10.3389/fneur.2022.1062816. eCollection 2022. Front Neurol. 2022. PMID: 36578308 Free PMC article.
-
Hippocampal Subfield Vulnerability and Functional Connectivity in Cognitive Decline: a Comparison Between Parkinson's Disease and Mild Cognitive Impairment.Clin Neuroradiol. 2025 May 5. doi: 10.1007/s00062-025-01516-5. Online ahead of print. Clin Neuroradiol. 2025. PMID: 40325184
-
Altered brain network centrality in patients with orbital fracture: A resting‑state functional MRI study.Exp Ther Med. 2023 Oct 17;26(6):552. doi: 10.3892/etm.2023.12251. eCollection 2023 Dec. Exp Ther Med. 2023. PMID: 37941594 Free PMC article.
-
Degree centrality-based resting-state functional magnetic resonance imaging explores central mechanisms in lumbar disc herniation patients with chronic low back pain.Front Neurol. 2024 Jun 11;15:1370398. doi: 10.3389/fneur.2024.1370398. eCollection 2024. Front Neurol. 2024. PMID: 38919971 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical