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Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review

In the central nervous system, gliomas are the most common, but complex primary tumors. Genome-based molecular and clinical studies have revealed different classifications and subtypes of gliomas. Neuroradiological approaches have non-invasively provided a macroscopic view for surgical resection and...

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Autores principales: Chen, Ziyan, Ye, Ningrong, Teng, Chubei, Li, Xuejun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035851/
https://www.ncbi.nlm.nih.gov/pubmed/35478847
http://dx.doi.org/10.3389/fnins.2022.856808
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author Chen, Ziyan
Ye, Ningrong
Teng, Chubei
Li, Xuejun
author_facet Chen, Ziyan
Ye, Ningrong
Teng, Chubei
Li, Xuejun
author_sort Chen, Ziyan
collection PubMed
description In the central nervous system, gliomas are the most common, but complex primary tumors. Genome-based molecular and clinical studies have revealed different classifications and subtypes of gliomas. Neuroradiological approaches have non-invasively provided a macroscopic view for surgical resection and therapeutic effects. The connectome is a structural map of a physical object, the brain, which raises issues of spatial scale and definition, and it is calculated through diffusion magnetic resonance imaging (MRI) and functional MRI. In this study, we reviewed the basic principles and attributes of the structural and functional connectome, followed by the alternations of connectomes and their influences on glioma. To extend the applications of connectome, we demonstrated that a series of multi-center projects still need to be conducted to systemically investigate the connectome and the structural–functional coupling of glioma. Additionally, the brain–computer interface based on accurate connectome could provide more precise structural and functional data, which are significant for surgery and postoperative recovery. Besides, integrating the data from different sources, including connectome and other omics information, and their processing with artificial intelligence, together with validated biological and clinical findings will be significant for the development of a personalized surgical strategy.
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spelling pubmed-90358512022-04-26 Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review Chen, Ziyan Ye, Ningrong Teng, Chubei Li, Xuejun Front Neurosci Neuroscience In the central nervous system, gliomas are the most common, but complex primary tumors. Genome-based molecular and clinical studies have revealed different classifications and subtypes of gliomas. Neuroradiological approaches have non-invasively provided a macroscopic view for surgical resection and therapeutic effects. The connectome is a structural map of a physical object, the brain, which raises issues of spatial scale and definition, and it is calculated through diffusion magnetic resonance imaging (MRI) and functional MRI. In this study, we reviewed the basic principles and attributes of the structural and functional connectome, followed by the alternations of connectomes and their influences on glioma. To extend the applications of connectome, we demonstrated that a series of multi-center projects still need to be conducted to systemically investigate the connectome and the structural–functional coupling of glioma. Additionally, the brain–computer interface based on accurate connectome could provide more precise structural and functional data, which are significant for surgery and postoperative recovery. Besides, integrating the data from different sources, including connectome and other omics information, and their processing with artificial intelligence, together with validated biological and clinical findings will be significant for the development of a personalized surgical strategy. Frontiers Media S.A. 2022-04-11 /pmc/articles/PMC9035851/ /pubmed/35478847 http://dx.doi.org/10.3389/fnins.2022.856808 Text en Copyright © 2022 Chen, Ye, Teng and Li. https://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 Neuroscience
Chen, Ziyan
Ye, Ningrong
Teng, Chubei
Li, Xuejun
Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title_full Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title_fullStr Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title_full_unstemmed Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title_short Alternations and Applications of the Structural and Functional Connectome in Gliomas: A Mini-Review
title_sort alternations and applications of the structural and functional connectome in gliomas: a mini-review
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035851/
https://www.ncbi.nlm.nih.gov/pubmed/35478847
http://dx.doi.org/10.3389/fnins.2022.856808
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