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Functional connectotomy of a whole-brain model reveals tumor-induced alterations to neuronal dynamics in glioma patients.

作者信息

Alexandersen Christoffer G, Douw Linda, Zimmermann Mona L M, Bick Christian, Goriely Alain

机构信息

Mathematical Institute, University of Oxford, Oxford, UK.

Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Cancer Center Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands.

出版信息

Netw Neurosci. 2025 Mar 20;9(1):280-302. doi: 10.1162/netn_a_00426. eCollection 2025.


DOI:10.1162/netn_a_00426
PMID:40161979
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11949587/
Abstract

Brain tumors can induce pathological changes in neuronal dynamics that are reflected in functional connectivity measures. Here, we use a whole-brain modeling approach to investigate pathological alterations to neuronal activity in glioma patients. By fitting a Hopf whole-brain model to empirical functional connectivity, we investigate glioma-induced changes in optimal model parameters. We observe considerable differences in neuronal dynamics between glioma patients and healthy controls, both on an individual and population-based level. In particular, model parameter estimation suggests that local tumor pathology causes changes in brain dynamics by increasing the influence of interregional interactions on global neuronal activity. Our approach demonstrates that whole-brain models provide valuable insights for understanding glioma-associated alterations in functional connectivity.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/cf465d3d094b/netn-9-1-280-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/a85d227bd5b0/netn-9-1-280-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/192d584aa706/netn-9-1-280-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/c5e018a72a2b/netn-9-1-280-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/af0aff6c77c9/netn-9-1-280-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/cbfec4b16feb/netn-9-1-280-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/625ced4cd75e/netn-9-1-280-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/25a092531b3c/netn-9-1-280-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/cf465d3d094b/netn-9-1-280-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/a85d227bd5b0/netn-9-1-280-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/192d584aa706/netn-9-1-280-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/c5e018a72a2b/netn-9-1-280-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/af0aff6c77c9/netn-9-1-280-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/cbfec4b16feb/netn-9-1-280-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/625ced4cd75e/netn-9-1-280-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/25a092531b3c/netn-9-1-280-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a6/11949587/cf465d3d094b/netn-9-1-280-g008.jpg

相似文献

[1]
Functional connectotomy of a whole-brain model reveals tumor-induced alterations to neuronal dynamics in glioma patients.

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引用本文的文献

[1]
What do we know about intratumoral functional activity: a scoping review of imaging and intra-surgery results.

Neuroimage Clin. 2025-7-16

[2]
From Tumor to Network: Functional Connectome Heterogeneity and Alterations in Brain Tumors-A Multimodal Neuroimaging Narrative Review.

Cancers (Basel). 2025-6-27

本文引用的文献

[1]
Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome.

Commun Phys. 2022-7-15

[2]
Multiscale network neuroscience in neuro-oncology: How tumors, brain networks, and behavior connect across scales.

Neurooncol Pract. 2023-8-22

[3]
Computational modeling of whole-brain dynamics: a review of neurosurgical applications.

J Neurosurg. 2024-1-1

[4]
Multi-modal and multi-model interrogation of large-scale functional brain networks.

Neuroimage. 2023-8-15

[5]
Multimodal multilayer network centrality relates to executive functioning.

Netw Neurosci. 2023-1-1

[6]
A multi-scale model explains oscillatory slowing and neuronal hyperactivity in Alzheimer's disease.

J R Soc Interface. 2023-1

[7]
Whole-Brain Network Models: From Physics to Bedside.

Front Comput Neurosci. 2022-5-26

[8]
Understanding brain states across spacetime informed by whole-brain modelling.

Philos Trans A Math Phys Eng Sci. 2022-7-11

[9]
Optimization of epilepsy surgery through virtual resections on individual structural brain networks.

Sci Rep. 2021-9-24

[10]
Understanding Global Brain Network Alterations in Glioma Patients.

Brain Connect. 2021-12

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