Structural topology shapes regional roles in neuronal avalanche initiation and termination
Mario De LucaiD, Matteo DemuruiD, Emahnuel Troisi LopeziD, Enrica GalloiD, Gianmarco CafaroiD, Gian Marco DumaiD, Damien DepannemaeckeriD, Gabriele CasagrandeiD, Mario QuarantelliiD, C. GranataiD, Giuseppe SorrentinoiD, Pierpaolo SorrentinoiD, Marianna AngiolelliiD
Abstract
Whole-brain dynamics unfold as fast, discrete, transient events known as, neuronal avalanches, whose propagation is constrained by the connectome, that is, the large-scale scaffolding of structural connections wiring the brain. However, the role of the connectome in determining the topographies of the start and end of these transient cascades remains unclear. Leveraging resting-state Magnetoencephalography (MEG) recordings and diffusion magnetic resonance imaging (dMRI) tractography across 42 healthy individuals, we examined whether the structural architecture of white matter tracts dictates the spatial origins and the end of cortical avalanches. We found that the probability of triggering and finishing an avalanche is strongly related to the structural nodal strength, showing a positive correlation that is highly robust to non-parametric spatial permutation testing and bootstrapping. This structure-function coupling is highly stable and robust across different activation thresholds, demonstrating that the choice of avalanche extraction threshold does not drive or alter our main findings. Collectively, our results suggest that structural properties determine a region's propensity to initiate and terminate neuronal avalanches.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Temporal persistence and structural organization of neuronal avalanche dynamics
Gianmarco Cafaro, Marianna Angiolelli, … Pierpaolo Sorrentino·bioRxiv·Sep 1, 2026
- The structural connectome constrains fast brain dynamics
Pierpaolo Sorrentino, Caio Seguin, … Andrew Zalesky·eLifePeer-reviewed·Jul 9, 2021
- The scale-invariant, temporal profile of neuronal avalanches in relation to cortical γ-oscillations
Stephanie R. Miller, Shan Ping Yu, Dietmar Plenz·Scientific ReportsPeer-reviewed·Nov 11, 2019
- Neuronal Avalanches in Naturalistic Speech and Music Listening
Matteo Neri, Claudio Runfola, … Giovanni Rabuffo·bioRxiv·Dec 15, 2023
- Network topology of neural systems supporting avalanche dynamics predicts stimulus propagation and recovery
Harang Ju, Jason Z. Kim, Danielle S. Bassett·bioRxiv·Dec 21, 2018
- Timescales of spontaneous fMRI fluctuations relate to structural connectivity in the brain
John Fallon, Phillip G. D. Ward, … Ben Fulcher·Network NeurosciencePeer-reviewed·Jan 1, 2020