Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls

Abstract Background Graph theory (GT) is a mathematical field that analyses complex networks that can be applied to neuroimaging to quantify brain's functional systems in Parkinson's disease (PD) and essential tremor (ET). Objectives To evaluate the functional connectivity (FC) measured by...

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Main Authors: Natalia Pelizari Novaes, Joana Bisol Balardin, Fabiana Campos Hirata, Luciano Melo, Edson Amaro Jr., Egberto Reis Barbosa, João Ricardo Sato, Ellison Fernando Cardoso
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:Brain and Behavior
Subjects:
Online Access:https://doi.org/10.1002/brb3.2178
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spelling doaj-3eac1c51e701401bab06d8f84d1be1452021-09-03T06:07:44ZengWileyBrain and Behavior2162-32792021-08-01118n/an/a10.1002/brb3.2178Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controlsNatalia Pelizari Novaes0Joana Bisol Balardin1Fabiana Campos Hirata2Luciano Melo3Edson Amaro Jr.4Egberto Reis Barbosa5João Ricardo Sato6Ellison Fernando Cardoso7Neurology Universidade de São Paulo São Paulo BrazilHospital Israelita Albert Einstein São Paulo BrazilHospital Israelita Albert Einstein São Paulo BrazilNeurology Universidade de São Paulo São Paulo BrazilHospital Israelita Albert Einstein São Paulo BrazilNeurology Universidade de São Paulo São Paulo BrazilUniversidade Federal do ABC Santo André BrazilHospital Israelita Albert Einstein São Paulo BrazilAbstract Background Graph theory (GT) is a mathematical field that analyses complex networks that can be applied to neuroimaging to quantify brain's functional systems in Parkinson's disease (PD) and essential tremor (ET). Objectives To evaluate the functional connectivity (FC) measured by the global efficiency (GE) of the motor network in PD and compare it to ET and healthy controls (HC), and correlate it to clinical parameters. Methods 103 subjects (54PD, 18ET, 31HC) were submitted to structural and functional MRI. A network was designed with regions of interest (ROIs) involved in motor function, and GT was applied to determine its GE. Clinical parameters were analyzed as covariates to estimate the impact of disease severity and medication on GE. Results GE of the motor circuit was reduced in PD in comparison with HC (p .042). Areas that most contributed to it were left supplementary motor area (SMA) and bilateral postcentral gyrus. Tremor scores correlated positively with GE of the motor network in PD subgroups. For ET, there was an increase in the connectivity of the anterior cerebellar network to the other ROIs of the motor circuit in comparison with PD. Conclusions FC measured by the GE of the motor network is diminished in PD in comparison with HC, especially due to decreased connectivity of left SMA and bilateral postcentral gyrus. This finding supports the theory that there is a global impairment of the motor network in PD, and it does not affect just the basal ganglia, but also areas associated with movement modulation. The ET group presented an increased connectivity of the anterior cerebellar network to the other ROIs of the motor circuit when compared to PD, which reinforces what it is known about its role in this pathology.https://doi.org/10.1002/brb3.2178functional connectivityfunctional magnetic resonance imaginggraph theorymovement disorderstremor physiology
collection DOAJ
language English
format Article
sources DOAJ
author Natalia Pelizari Novaes
Joana Bisol Balardin
Fabiana Campos Hirata
Luciano Melo
Edson Amaro Jr.
Egberto Reis Barbosa
João Ricardo Sato
Ellison Fernando Cardoso
spellingShingle Natalia Pelizari Novaes
Joana Bisol Balardin
Fabiana Campos Hirata
Luciano Melo
Edson Amaro Jr.
Egberto Reis Barbosa
João Ricardo Sato
Ellison Fernando Cardoso
Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
Brain and Behavior
functional connectivity
functional magnetic resonance imaging
graph theory
movement disorders
tremor physiology
author_facet Natalia Pelizari Novaes
Joana Bisol Balardin
Fabiana Campos Hirata
Luciano Melo
Edson Amaro Jr.
Egberto Reis Barbosa
João Ricardo Sato
Ellison Fernando Cardoso
author_sort Natalia Pelizari Novaes
title Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
title_short Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
title_full Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
title_fullStr Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
title_full_unstemmed Global efficiency of the motor network is decreased in Parkinson's disease in comparison with essential tremor and healthy controls
title_sort global efficiency of the motor network is decreased in parkinson's disease in comparison with essential tremor and healthy controls
publisher Wiley
series Brain and Behavior
issn 2162-3279
publishDate 2021-08-01
description Abstract Background Graph theory (GT) is a mathematical field that analyses complex networks that can be applied to neuroimaging to quantify brain's functional systems in Parkinson's disease (PD) and essential tremor (ET). Objectives To evaluate the functional connectivity (FC) measured by the global efficiency (GE) of the motor network in PD and compare it to ET and healthy controls (HC), and correlate it to clinical parameters. Methods 103 subjects (54PD, 18ET, 31HC) were submitted to structural and functional MRI. A network was designed with regions of interest (ROIs) involved in motor function, and GT was applied to determine its GE. Clinical parameters were analyzed as covariates to estimate the impact of disease severity and medication on GE. Results GE of the motor circuit was reduced in PD in comparison with HC (p .042). Areas that most contributed to it were left supplementary motor area (SMA) and bilateral postcentral gyrus. Tremor scores correlated positively with GE of the motor network in PD subgroups. For ET, there was an increase in the connectivity of the anterior cerebellar network to the other ROIs of the motor circuit in comparison with PD. Conclusions FC measured by the GE of the motor network is diminished in PD in comparison with HC, especially due to decreased connectivity of left SMA and bilateral postcentral gyrus. This finding supports the theory that there is a global impairment of the motor network in PD, and it does not affect just the basal ganglia, but also areas associated with movement modulation. The ET group presented an increased connectivity of the anterior cerebellar network to the other ROIs of the motor circuit when compared to PD, which reinforces what it is known about its role in this pathology.
topic functional connectivity
functional magnetic resonance imaging
graph theory
movement disorders
tremor physiology
url https://doi.org/10.1002/brb3.2178
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