The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study

Gliomas disturb brain functions, contributing to abnormal neuronal activity and connectivity changes that can be effectively investigated using magnetoencephalography (MEG). In this work, we used MEG to evaluate frequency-specific alterations of brain activity and functional connectivity in glioma p...

Full description

Bibliographic Details
Main Authors: Fatemeh Shekoohishooli, Federico Chella, Massimo Caulo, Riccardo Navarra, Matteo Rapino, Vittorio Pizzella, Laura Marzetti
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Neuroimage: Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666956021000490
_version_ 1818995384035311616
author Fatemeh Shekoohishooli
Federico Chella
Massimo Caulo
Riccardo Navarra
Matteo Rapino
Vittorio Pizzella
Laura Marzetti
author_facet Fatemeh Shekoohishooli
Federico Chella
Massimo Caulo
Riccardo Navarra
Matteo Rapino
Vittorio Pizzella
Laura Marzetti
author_sort Fatemeh Shekoohishooli
collection DOAJ
description Gliomas disturb brain functions, contributing to abnormal neuronal activity and connectivity changes that can be effectively investigated using magnetoencephalography (MEG). In this work, we used MEG to evaluate frequency-specific alterations of brain activity and functional connectivity in glioma patients. Two consecutive 5-min sessions of eyes-closed resting-state brain activity were recorded from ten glioma patients and ten age-matched healthy subjects. Modulations of power and functional connectivity, within the patient group and between patients and the healthy control group, were assessed in terms of the Neural Activity Index and the Multivariate Interaction Measure, respectively. These quantities were calculated in individualized frequency bands (delta, theta, lower alpha, upper alpha and beta) to account for changes in spectral peaks in patients.We report a decrease in power in tumor and peri-tumor regions in the upper-alpha and beta bands with respect to the rest of the brain, paired to a decrease in lower and upper-alpha band functional connectivity of the tumor and peri-tumor regions. In comparison with healthy subjects, we observe a global enhancement in power in lower-alpha in patients.Overall, our study shows that glioma infiltration can widely influence brain local and long-range synchrony in an individualized frequency-specific manner.
first_indexed 2024-12-20T21:12:59Z
format Article
id doaj.art-9a0acb21388c4e27b1bbee588fb5f52e
institution Directory Open Access Journal
issn 2666-9560
language English
last_indexed 2024-12-20T21:12:59Z
publishDate 2021-12-01
publisher Elsevier
record_format Article
series Neuroimage: Reports
spelling doaj.art-9a0acb21388c4e27b1bbee588fb5f52e2022-12-21T19:26:29ZengElsevierNeuroimage: Reports2666-95602021-12-0114100051The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography studyFatemeh Shekoohishooli0Federico Chella1Massimo Caulo2Riccardo Navarra3Matteo Rapino4Vittorio Pizzella5Laura Marzetti6Department of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, Italy; Institute for Advanced Biomedical Technologies, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, Italy; Institute for Advanced Biomedical Technologies, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, ItalyDepartment of Neuroscience, Imaging and Clinical Sciences, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, Italy; Institute for Advanced Biomedical Technologies, “G. d'Annunzio University” of Chieti-Pescara, 66100, Chieti, Italy; Corresponding author. Institute for Advanced Biomedical Technologies, ''G. d'Annunzio University” of Chieti-Pescara, via Luigi Polacchi 11, 66100, Chieti, Italy.Gliomas disturb brain functions, contributing to abnormal neuronal activity and connectivity changes that can be effectively investigated using magnetoencephalography (MEG). In this work, we used MEG to evaluate frequency-specific alterations of brain activity and functional connectivity in glioma patients. Two consecutive 5-min sessions of eyes-closed resting-state brain activity were recorded from ten glioma patients and ten age-matched healthy subjects. Modulations of power and functional connectivity, within the patient group and between patients and the healthy control group, were assessed in terms of the Neural Activity Index and the Multivariate Interaction Measure, respectively. These quantities were calculated in individualized frequency bands (delta, theta, lower alpha, upper alpha and beta) to account for changes in spectral peaks in patients.We report a decrease in power in tumor and peri-tumor regions in the upper-alpha and beta bands with respect to the rest of the brain, paired to a decrease in lower and upper-alpha band functional connectivity of the tumor and peri-tumor regions. In comparison with healthy subjects, we observe a global enhancement in power in lower-alpha in patients.Overall, our study shows that glioma infiltration can widely influence brain local and long-range synchrony in an individualized frequency-specific manner.http://www.sciencedirect.com/science/article/pii/S2666956021000490Glioma patientsResting-stateMagnetoencephalographyFunctional connectivity
spellingShingle Fatemeh Shekoohishooli
Federico Chella
Massimo Caulo
Riccardo Navarra
Matteo Rapino
Vittorio Pizzella
Laura Marzetti
The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
Neuroimage: Reports
Glioma patients
Resting-state
Magnetoencephalography
Functional connectivity
title The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
title_full The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
title_fullStr The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
title_full_unstemmed The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
title_short The impact of gliomas on resting-state oscillatory activity and connectivity: A magnetoencephalography study
title_sort impact of gliomas on resting state oscillatory activity and connectivity a magnetoencephalography study
topic Glioma patients
Resting-state
Magnetoencephalography
Functional connectivity
url http://www.sciencedirect.com/science/article/pii/S2666956021000490
work_keys_str_mv AT fatemehshekoohishooli theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT federicochella theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT massimocaulo theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT riccardonavarra theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT matteorapino theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT vittoriopizzella theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT lauramarzetti theimpactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT fatemehshekoohishooli impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT federicochella impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT massimocaulo impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT riccardonavarra impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT matteorapino impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT vittoriopizzella impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy
AT lauramarzetti impactofgliomasonrestingstateoscillatoryactivityandconnectivityamagnetoencephalographystudy