Literature DB >> 36125651

Global Alterations of Whole Brain Structural Connectome in Parkinson's Disease: A Meta-analysis.

Chao Zuo1, Xueling Suo1, Huan Lan1, Nanfang Pan1, Song Wang2, Graham J Kemp3, Qiyong Gong4,5,6,7.   

Abstract

Recent graph-theoretical studies of Parkinson's disease (PD) have examined alterations in the global properties of the brain structural connectome; however, reported alterations are not consistent. The present study aimed to identify the most robust global metric alterations in PD via a meta-analysis. A comprehensive literature search was conducted for all available diffusion MRI structural connectome studies that compared global graph metrics between PD patients and healthy controls (HC). Hedges' g effect sizes were calculated for each study and then pooled using a random-effects model in Comprehensive Meta-Analysis software, and the effects of potential moderator variables were tested. A total of 22 studies met the inclusion criteria for review. Of these, 16 studies reporting 10 global graph metrics (916 PD patients; 560 HC) were included in the meta-analysis. In the structural connectome of PD patients compared with HC, we found a significant decrease in clustering coefficient (g = -0.357, P = 0.005) and global efficiency (g = -0.359, P < 0.001), and a significant increase in characteristic path length (g = 0.250, P = 0.006). Dopaminergic medication, sex and age of patients were potential moderators of global brain network changes in PD. These findings provide evidence of decreased global segregation and integration of the structural connectome in PD, indicating a shift from a balanced small-world network to 'weaker small-worldization', which may provide useful markers of the pathophysiological mechanisms underlying PD.
© 2022. The Author(s).

Entities:  

Keywords:  Diffusion MRI; Graph theory; Meta-analysis; Parkinson’s disease; Psychoradiology; Structural connectome

Year:  2022        PMID: 36125651     DOI: 10.1007/s11065-022-09559-y

Source DB:  PubMed          Journal:  Neuropsychol Rev        ISSN: 1040-7308            Impact factor:   6.940


  110 in total

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Journal:  Mov Disord       Date:  2018-02-13       Impact factor: 10.338

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Journal:  Neuroimage       Date:  2017-04-13       Impact factor: 6.556

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Authors:  Arianna Bellucci; Nicola Biagio Mercuri; Annalena Venneri; Gaia Faustini; Francesca Longhena; Marina Pizzi; Cristina Missale; PierFranco Spano
Journal:  Neuropathol Appl Neurobiol       Date:  2016-02       Impact factor: 8.090

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Authors:  Brian D Berman; Jason Smucny; Korey P Wylie; Erika Shelton; Eugene Kronberg; Maureen Leehey; Jason R Tregellas
Journal:  Mov Disord       Date:  2016-07-27       Impact factor: 10.338

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Authors:  Ed Bullmore; Olaf Sporns
Journal:  Nat Rev Neurosci       Date:  2009-02-04       Impact factor: 34.870

8.  A basic introduction to fixed-effect and random-effects models for meta-analysis.

Authors:  Michael Borenstein; Larry V Hedges; Julian P T Higgins; Hannah R Rothstein
Journal:  Res Synth Methods       Date:  2010-11-21       Impact factor: 5.273

9.  Global Efficiency of Structural Networks Mediates Cognitive Control in Mild Cognitive Impairment.

Authors:  Rok Berlot; Claudia Metzler-Baddeley; M Arfan Ikram; Derek K Jones; Michael J O'Sullivan
Journal:  Front Aging Neurosci       Date:  2016-12-15       Impact factor: 5.750

10.  Differential effects of sex on longitudinal patterns of cognitive decline in Parkinson's disease.

Authors:  Megan C Bakeberg; Anastazja M Gorecki; Jade E Kenna; Alexa Jefferson; Michelle Byrnes; Soumya Ghosh; Malcolm K Horne; Sarah McGregor; Rick Stell; Sue Walters; Paola Chivers; Samantha J Winter; Frank L Mastaglia; Ryan S Anderton
Journal:  J Neurol       Date:  2021-01-05       Impact factor: 4.849

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