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
- Carolyn McNabb
- Mara Cercignani (ORCID: https://orcid.org/0000-0002-4550-2456)
- Eirini Messaritaki (ORCID: https://orcid.org/0000-0002-9917-4160)
- Matteo Flavio Mancini (ORCID: https://orcid.org/0000-0002-4519-1053)
- Derek Jones (ORCID: https://orcid.org/0000-0003-2197-7657)
- Krish D. Singh (ORCID: https://orcid.org/0000-0002-3094-2475)
- Svetla Manolova
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