TY - JOUR
T1 - Source-level EEG and graph theory reveal widespread functional network alterations in focal epilepsy
AU - Hatlestad-Hall, Christoffer
AU - Bruña, Ricardo
AU - Syvertsen, Marte Roa
AU - Erichsen, Aksel
AU - Andersson, Vebjørn
AU - Vecchio, Fabrizio
AU - Miraglia, Francesca
AU - Rossini, Paolo M.
AU - Renvall, Hanna
AU - Taubøll, Erik
AU - Maestú, Fernando
AU - Haraldsen, Ira H.
N1 - Funding Information:
This project is funded by the South-Eastern Norway Regional Health Authority, project number 2016033, and is in partnership with the Centre for Digital Life Norway, supported by the Research Council of Norway’s grant 248810.
Publisher Copyright:
© 2021 International Federation of Clinical Neurophysiology
PY - 2021/7
Y1 - 2021/7
N2 - Objective: The hypersynchronous neuronal activity associated with epilepsy causes widespread functional network disruptions extending beyond the epileptogenic zone. This altered network topology is considered a mediator for non-seizure symptoms, such as cognitive impairment. The aim of this study was to investigate functional network alterations in focal epilepsy patients with good seizure control and high quality of life. Methods: We compared twenty-two focal epilepsy patients and sixteen healthy controls on graph metrics derived from functional connectivity of source-level resting-state EEG. Graph metrics were calculated over a range of network densities in five frequency bands. Results: We observed a significantly increased small world index in patients relative to controls. On the local level, two left-hemisphere regions displayed a shift towards greater alpha band “hubness”. The findings were not mediated by age, sex or education, nor by age of epilepsy onset, duration or focus lateralisation. Conclusions: Widespread functional network alterations are evident in focal epilepsy, even in a cohort characterised by successful anti-seizure medication therapy and high quality of life. These findings might support the position that functional network analysis could hold clinical relevance for epilepsy. Significance: Focal epilepsy is accompanied by global and local functional network aberrancies which might be implied in the sustenance of non-seizure symptoms.
AB - Objective: The hypersynchronous neuronal activity associated with epilepsy causes widespread functional network disruptions extending beyond the epileptogenic zone. This altered network topology is considered a mediator for non-seizure symptoms, such as cognitive impairment. The aim of this study was to investigate functional network alterations in focal epilepsy patients with good seizure control and high quality of life. Methods: We compared twenty-two focal epilepsy patients and sixteen healthy controls on graph metrics derived from functional connectivity of source-level resting-state EEG. Graph metrics were calculated over a range of network densities in five frequency bands. Results: We observed a significantly increased small world index in patients relative to controls. On the local level, two left-hemisphere regions displayed a shift towards greater alpha band “hubness”. The findings were not mediated by age, sex or education, nor by age of epilepsy onset, duration or focus lateralisation. Conclusions: Widespread functional network alterations are evident in focal epilepsy, even in a cohort characterised by successful anti-seizure medication therapy and high quality of life. These findings might support the position that functional network analysis could hold clinical relevance for epilepsy. Significance: Focal epilepsy is accompanied by global and local functional network aberrancies which might be implied in the sustenance of non-seizure symptoms.
KW - Focal epilepsy
KW - Functional connectivity
KW - Graph theory
KW - Network analysis
KW - Source-level EEG
UR - http://www.scopus.com/inward/record.url?scp=85106933843&partnerID=8YFLogxK
U2 - 10.1016/j.clinph.2021.04.008
DO - 10.1016/j.clinph.2021.04.008
M3 - Article
C2 - 34044189
AN - SCOPUS:85106933843
SN - 1388-2457
VL - 132
SP - 1663
EP - 1676
JO - Clinical Neurophysiology
JF - Clinical Neurophysiology
IS - 7
ER -