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The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study

BACKGROUND: Prior investigations of language functions have focused on the response profiles of particular brain regions. However, the specialized and static view of language processing does not explain numerous observations of functional recovery following brain surgery. To investigate the dynamic...

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Autores principales: Jin, Lu, Li, Chuzhong, Zhang, Yazhuo, Yuan, Taoyang, Ying, Jianyou, Zuo, Zhentao, Gui, Songbai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7953055/
https://www.ncbi.nlm.nih.gov/pubmed/33718172
http://dx.doi.org/10.3389/fonc.2021.617179
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author Jin, Lu
Li, Chuzhong
Zhang, Yazhuo
Yuan, Taoyang
Ying, Jianyou
Zuo, Zhentao
Gui, Songbai
author_facet Jin, Lu
Li, Chuzhong
Zhang, Yazhuo
Yuan, Taoyang
Ying, Jianyou
Zuo, Zhentao
Gui, Songbai
author_sort Jin, Lu
collection PubMed
description BACKGROUND: Prior investigations of language functions have focused on the response profiles of particular brain regions. However, the specialized and static view of language processing does not explain numerous observations of functional recovery following brain surgery. To investigate the dynamic alterations of functional connectivity (FC) within language network (LN) in glioma patients, we explored a new flexible model based on the neuroscientific hypothesis of core-periphery organization in LN. METHODS: Group-level LN mapping was determined from 109 glioma patients and forty-two healthy controls (HCs) using independent component analysis (ICA). FC and mean network connectivity (mNC: l/rFCw, FCb, and FCg) were compared between patients and HCs. Correlations between mNC and tumor volume (TV) were calculated. RESULTS: We identified ten separate LN modules from ICA. Compared to HCs, glioma patients showed a significant reduction in language network functional connectivity (LNFC), with a distinct pattern modulated by tumor position. Left hemisphere gliomas had a broader impact on FC than right hemisphere gliomas, with more reduced edges away from tumor sites (p=0.011). mNC analysis revealed a significant reduction in all indicators of FC except for lFCw in right hemisphere gliomas. These alterations were associated with TV in a double correlative relationship depending on the tumor position across hemispheres. CONCLUSION: Our findings emphasize the importance of considering the modulatory effects of core-periphery mechanisms from a network perspective. Preoperative evaluation of changes in LN caused by gliomas could provide the surgeon a reference to optimize resection while maintaining functional balance.
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spelling pubmed-79530552021-03-13 The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study Jin, Lu Li, Chuzhong Zhang, Yazhuo Yuan, Taoyang Ying, Jianyou Zuo, Zhentao Gui, Songbai Front Oncol Oncology BACKGROUND: Prior investigations of language functions have focused on the response profiles of particular brain regions. However, the specialized and static view of language processing does not explain numerous observations of functional recovery following brain surgery. To investigate the dynamic alterations of functional connectivity (FC) within language network (LN) in glioma patients, we explored a new flexible model based on the neuroscientific hypothesis of core-periphery organization in LN. METHODS: Group-level LN mapping was determined from 109 glioma patients and forty-two healthy controls (HCs) using independent component analysis (ICA). FC and mean network connectivity (mNC: l/rFCw, FCb, and FCg) were compared between patients and HCs. Correlations between mNC and tumor volume (TV) were calculated. RESULTS: We identified ten separate LN modules from ICA. Compared to HCs, glioma patients showed a significant reduction in language network functional connectivity (LNFC), with a distinct pattern modulated by tumor position. Left hemisphere gliomas had a broader impact on FC than right hemisphere gliomas, with more reduced edges away from tumor sites (p=0.011). mNC analysis revealed a significant reduction in all indicators of FC except for lFCw in right hemisphere gliomas. These alterations were associated with TV in a double correlative relationship depending on the tumor position across hemispheres. CONCLUSION: Our findings emphasize the importance of considering the modulatory effects of core-periphery mechanisms from a network perspective. Preoperative evaluation of changes in LN caused by gliomas could provide the surgeon a reference to optimize resection while maintaining functional balance. Frontiers Media S.A. 2021-02-26 /pmc/articles/PMC7953055/ /pubmed/33718172 http://dx.doi.org/10.3389/fonc.2021.617179 Text en Copyright © 2021 Jin, Li, Zhang, Yuan, Ying, Zuo and Gui http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Jin, Lu
Li, Chuzhong
Zhang, Yazhuo
Yuan, Taoyang
Ying, Jianyou
Zuo, Zhentao
Gui, Songbai
The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title_full The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title_fullStr The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title_full_unstemmed The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title_short The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
title_sort functional reorganization of language network modules in glioma patients: new insights from resting state fmri study
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7953055/
https://www.ncbi.nlm.nih.gov/pubmed/33718172
http://dx.doi.org/10.3389/fonc.2021.617179
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