Related Experiment Video
Updated: Feb 5, 2026

Modeling the Functional Network for Spatial Navigation in the Human Brain
Published on: October 13, 2023
Dynamic brain network states in human generalized spike-wave discharges
Chayanin Tangwiriyasakul1, Suejen Perani1,2, Maria Centeno2
1Department of Basic and Clinical Neuroscience, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, UK.
Generalized spike-wave discharges in epilepsy are not abrupt. Brain network states dynamically evolve before and after these events, suggesting a longer pre-discharge period. This finding offers new insights into epilepsy network dynamics.
Area of Science:
- Neuroscience
- Epilepsy Research
- Brain Network Dynamics
Background:
- Generalized spike-wave discharges (GSWDs) in idiopathic generalized epilepsy (IGE) are traditionally viewed as having sudden onsets and offsets.
- Rodent models suggest GSWDs emerge within dynamic brain network state evolutions.
- Previous human studies indicated potential pre-discharge cortical activity and altered network connectivity.
Purpose of the Study:
- To investigate if GSWDs in human IGE emerge during dynamic brain network state evolution.
- To characterize the temporal evolution of functional brain connectivity before, during, and after GSWDs in IGE patients.
Main Methods:
- Simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) were used in 43 IGE patients and 34 healthy controls.
- Analysis focused on 95 GSWDs from 20 patients, comparing network states during discharge epochs with non-discharge epochs and controls.
- MRI signal amplitude changes and phase synchrony (functional connectivity) were analyzed across 90 brain regions.
Main Results:
- MRI signal amplitude changes occurred at and after EEG onset, involving sequential activation of parietal, frontal, and thalamic regions.
- Significant functional connectivity was observed in frontal, parietal, and occipital cortical networks during GSWDs and for 20 seconds after EEG offset.
- A sensorimotor network showed elevated synchrony in patients (with and without GSWDs) compared to controls, with specific pre-discharge connectivity changes. A posterior cortical network exhibited reduced synchrony in patients with GSWDs prior to discharge onset.
Conclusions:
- GSWDs in IGE are embedded within a longer period of evolving brain network states, extending before and after the discharge.
- Persistently high sensorimotor network synchrony and transiently low posterior network synchrony may predispose individuals to GSWD onset.
- These findings challenge the notion of abrupt GSWD onset and highlight the dynamic nature of brain network states in IGE.
Related Concept Videos
Brain Waves
Discharge Summary Forms
Here's a detailed look at the key components and guidelines for preparing a discharge summary:
Generalized Hooke's Law
Generalized Anxiety Disorder
Social Foundations of Self II: The Generalized Other
Generalization, Discrimination, and Extinction
Generalization occurs when a behavior reinforced in one context is performed in similar situations. For instance, a student who studies diligently for calculus and receives excellent grades might apply the same study habits to psychology and history, expecting similar results. Generalization shows how learning in one setting can influence behavior in...

