Qualitative EEG abnormalities signal a shift towards inhibition-dominated brain networks. Results from the EU-AIMS LEAP studies
Juarez-Martinez, E. L.; Avramiea, A.-E.; Garces, P.; Hipp, J. F.; Poil, S.-S.; Diachenko, M.; Mansvelder, H.; Jones, E. J.; Mason, L.; Murphy, D.; Loth, E.; Oakley, B.; Charman, T.; Banaschewski, T.; Oranje, B.; Buitelaar, J.; Bruining, H.; Linkenkaer-Hansen, K.
Show abstract
Qualitative EEG abnormalities are common in Autism Spectrum Disorder (ASD) and hypothesized to reflect disrupted excitation/inhibition balance. To test this, we recently introduced a functional measure of network-level E/I ratio (fE/I). Here, we applied fE/I and other EEG measures to alpha oscillations from source-reconstructed data in the EU-AIMS dataset (267 ASD, 209 controls). We analyzed these measures alongside qualitative EEG abnormalities ranging from slowing of activity to epileptiform patterns, aiming to replicate the findings from the SPACE-BAMBI study. EEG abnormalities were rare in adults and could not be statistically assessed. ASD children-adolescents with EEG abnormalities exhibited lower relative alpha power and fE/I compared to those without. However, EEG-abnormality scoring did not stratify the behavioral heterogeneity of ASD using clinical measures. Surprisingly, several controls also exhibited qualitative EEG abnormalities with a strikingly similar anatomical distribution of reduced fE/I, suggesting a shift towards inhibition-dominated network dynamics in sensory processing regions. The robustness of this association between EEG abnormalities and reduced fE/I was further supported by re-analysis of the SPACE-BAMBI study in source space. Stratification by the presence of EEG abnormalities and their effects on network activity may help understand neurodevelopmental physiological heterogeneity and the difficulties in implementing E/I targeting treatments in unselected cohorts.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Autism spectrum disorder common variants associated with regional lobe volume variations at birth: cross-sectional study in 273 European term neonates in developing Human Connectome Project 95%
- Patient-derived Brain Organoids Reveal Divergent Neuronal Activity Across Subpopulations of Autism Spectrum Disorder 94%
- Age-dependent cortical overconnectivity revers under anesthesia in Shank3 mice 94%
Similar papers in this journal
- Alterations in aperiodic and periodic EEG activity in young children with Down syndrome 94%
- Neurodevelopmental defects in Dravet syndrome Scn1a+/- mice: targeting GABA-switch rescues behavioral dysfunctions but not seizures and mortality. 93%
- Loss of function in the autism and learning disabilities associated gene Nf1 disrupts corticocortical and corticostriatal functional connectivity in human and mouse 90%
Similar papers in this journal
- Excitation/Inhibition balance relates to cognitive function and gene expression in Temporal Lobe Epilepsy: an hdEEG assessment with aperiodic exponent 94%
- Cortical Oscillatory Dysrhythmias in Visual Snow Syndrome: A MEG Study 92%
- Network changes associated with right anterior temporal lobe atrophy: insight into unique symptoms 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.