How Do White Matter Tracts Constrain Brain Oscillation Propagation? A Diffusion MRI-MEG Study

Motivation: Substantial effort has been invested into understanding how brain structure constrains function. However, research has primarily focused on understanding structure, rather than linking brain dynamics to it. Goal(s): Compare oscillation propagation delays estimated using neuronal avalanches from MEG resting-state data with the underlying white matter structure estimated through tractography. Approach: We characterised the relationship between pathways length and the related propagation delays, using deterministic and probabilistic approaches, and looking at different frequency bands. Results: While higher frequency bands scale proportionally with propagation delays and length, lower frequency bands show constant delays, regardless of tract length, for both deterministic and probabilistic tractography. Impact: This multi-modal approach has the potential to improve understanding of how underlying white matter structure constrains brain [oscillatory] activity. Future research will focus on integrating additional structural and microstructural measurements to inform biophysical models of brain structural and functional connectivity.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/2054
Citations
1
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.40
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article

How Do White Matter Tracts Constrain Brain Oscillation Propagation? A Diffusion MRI-MEG Study

Carolyn McNabb, Mara Cercignani, Eirini Messaritaki, Matteo Flavio Mancini et al.
1 citations
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Advanced Neuroimaging Techniques and Applications
0.40
article

How Do White Matter Tracts Constrain Brain Oscillation Propagation? A Diffusion MRI-MEG Study

Carolyn McNabb, Mara Cercignani, Eirini Messaritaki, Matteo Flavio Mancini, Derek Jones, Krish D. Singh, Svetla Manolova
article en
1 citations

Abstract

Motivation: Substantial effort has been invested into understanding how brain structure constrains function. However, research has primarily focused on understanding structure, rather than linking brain dynamics to it. Goal(s): Compare oscillation propagation delays estimated using neuronal avalanches from MEG resting-state data with the underlying white matter structure estimated through tractography. Approach: We characterised the relationship between pathways length and the related propagation delays, using deterministic and probabilistic approaches, and looking at different frequency bands. Results: While higher frequency bands scale proportionally with propagation delays and length, lower frequency bands show constant delays, regardless of tract length, for both deterministic and probabilistic tractography. Impact: This multi-modal approach has the potential to improve understanding of how underlying white matter structure constrains brain [oscillatory] activity. Future research will focus on integrating additional structural and microstructural measurements to inform biophysical models of brain structural and functional connectivity.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 32%
Advanced Neuroimaging Techniques and Applications
0.40
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