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Jong C. Ye 1 Article
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Alteration in the Local and Global Functional Connectivity of Resting State Networks in Parkinson’s Disease
Maryam Ghahremani, Jaejun Yoo, Sun Ju Chung, Kwangsun Yoo, Jong C. Ye, Yong Jeong
J Mov Disord. 2018;11(1):13-23.   Published online January 23, 2018
DOI: https://doi.org/10.14802/jmd.17061
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  • 9 Crossref
AbstractAbstract PDF
Objective
Parkinson’s disease (PD) is a neurodegenerative disorder that mainly leads to the impairment of patients’ motor function, as well as of cognition, as it progresses. This study tried to investigate the impact of PD on the resting state functional connectivity of the default mode network (DMN), as well as of the entire brain.
Methods
Sixty patients with PD were included and compared to 60 matched normal control (NC) subjects. For the local connectivity analysis, the resting state fMRI data were analyzed by seed-based correlation analyses, and then a novel persistent homology analysis was implemented to examine the connectivity from a global perspective.
Results
The functional connectivity of the DMN was decreased in the PD group compared to the NC, with a stronger difference in the medial prefrontal cortex. Moreover, the results of the persistent homology analysis indicated that the PD group had a more locally connected and less globally connected network compared to the NC.
Conclusion
Our findings suggest that the DMN is altered in PD, and persistent homology analysis, as a useful measure of the topological characteristics of the networks from a broader perspective, was able to identify changes in the large-scale functional organization of the patients’ brain.

Citations

Citations to this article as recorded by  
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  • Topological data analysis in biomedicine: A review
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    Frontiers in Neurology.2022;[Epub]     CrossRef
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    Journal of Neural Engineering.2021; 18(1): 016012.     CrossRef
  • Characterizing resting‐state networks in Parkinson’s disease: A multi‐aspect functional connectivity study
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    Brain and Behavior.2021;[Epub]     CrossRef
  • The role of the medial prefrontal cortex in cognition, ageing and dementia
    Dan D Jobson, Yoshiki Hase, Andrew N Clarkson, Rajesh N Kalaria
    Brain Communications.2021;[Epub]     CrossRef
  • Image Target Recognition Model of Multi- Channel Structure Convolutional Neural Network Training Automatic Encoder
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