Nature Communications · 2022 · 105 citations · 88 references
MedicineNeurobiologyNeuroscienceEpilepsyEpileptologyMolecular NeuroscienceBrain ConnectivityBrain Network AnalysisEpilepsy SyndromesFocal EpilepsiesGeneralized EpilepsyStructural EpilepsiesEpilepsy Network AnalysisGeneralized Epilepsy SyndromesGenetic Causes Of EpilepsyIdiopathic Generalized EpilepsySubcortical ConnectivitySubcortical StructuresTemporal Lobe Epilepsy SyndromesWhole-brain Connectomics
Epilepsy is associated with genetic risk factors and cortico-subcortical network alterations, but associations between neurobiological mechanisms and macroscale connectomics remain unclear. This multisite ENIGMA-Epilepsy study examined whole-brain structural covariance networks in patients with epilepsy and related findings to postmortem epilepsy risk gene expression patterns. Brain network analysis included 578 adults with temporal lobe epilepsy (TLE), 288 adults with idiopathic generalized epilepsy (IGE), and 1328 healthy controls from 18 centres worldwide. Graph theoretical analysis of structural covariance networks revealed increased clustering and path length in orbitofrontal and temporal regions in TLE, suggesting a shift towards network regularization. Conversely, people with IGE showed decreased clustering and path length in fronto-temporo-parietal cortices, indicating a random network configuration. Syndrome-specific topological alterations reflected expression patterns of risk genes for hippocampal sclerosis in TLE and for generalized epilepsy in IGE. These imaging-transcriptomic signatures could potentially guide diagnosis or tailor therapeutic approaches to specific epilepsy syndromes.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations
An integrated encyclopedia of DNA elements in the human genome
Cortical Surface-Based Analysis
Anders M. Dale, Bruce Fischl, Martin I. Sereno · NeuroImage · 1999 · 11.5K citations