Resting-State Functional MRI for Determining Language Lateralization in Children with Drug-Resistant Epilepsy

2021 ◽  
Author(s):  
N.L. Phillips ◽  
A.S. Shatil ◽  
C. Go ◽  
A. Robertson ◽  
E. Widjaja
Keyword(s):  
Functional Mri ◽  
Resting State ◽  
Drug Resistant ◽  
Language Lateralization ◽  
Drug Resistant Epilepsy

scholarly journals Interictal SEEG resting-state connectivity localizes seizure onset zone and predicts seizure outcome

2022 ◽  
Author(s):  
Haiteng Jiang ◽  
Vasileios Kokkinos ◽  
Shuai Ye ◽  
Alexandra Urban ◽  
Anto Bagic ◽  
...  
Keyword(s):  
Information Flow ◽  
Resting State ◽  
Inhibitory Input ◽  
Seizure Outcome ◽  
Epileptogenic Zone ◽  
Drug Resistant ◽  
Seizure Onset ◽  
Seizure Onset Zone ◽  
Drug Resistant Epilepsy ◽  
Resting State Connectivity

Stereotactic-electroencephalography (SEEG) is a common neurosurgical method to localize epileptogenic zone in drug resistant epilepsy patients and inform treatment recommendations. In the current clinical practice, localization of epileptogenic zone typically requires prolonged recordings to capture seizure, which may take days to weeks. Although epilepsy surgery has been proven to be effective in general, the percentage of unsatisfactory seizure outcomes is still concerning. We developed a method to identify the seizure onset zone (SOZ) and predict seizure outcome using short-time resting-state SEEG data. In a cohort of 43 drug resistant epilepsy patients, we estimated the information flow via directional connectivity and inferred the excitation-inhibition ratio from the 1/f power slope. We hypothesized that the antagonism of information flow at multiple frequencies between SOZ and non-SOZ underlying the relatively stable epilepsy resting state could be related to the disrupted excitation-inhibition balance. We found higher excitability in non-SOZ regions compared to the SOZ, with dominant information flow from non-SOZ to SOZ regions, probably reflecting inhibitory input from non-SOZ to prevent seizure initiation. Greater differences in information flow between SOZ and non-SOZ regions were associated with favorable seizure outcome. By integrating a balanced random forest model with resting-state connectivity, our method localized the SOZ with an accuracy of 85% and predicted the seizure outcome with an accuracy of 77% using clinically determined SOZ. Overall, our study suggests that brief resting-state SEEG data can significantly facilitate the identification of SOZ and may eventually predict seizure outcomes without requiring long-term ictal recordings.

scholarly journals Language lateralization with resting-state and task-based functional MRI in pediatric epilepsy

2019 ◽  
Vol 23 (2) ◽  
pp. 171-177 ◽  
Author(s):  
Virendra R. Desai ◽  
Aditya Vedantam ◽  
Sandi K. Lam ◽  
Lucia Mirea ◽  
Stephen T. Foldes ◽  
...  
Keyword(s):  
Functional Mri ◽  
Resting State ◽  
Pediatric Population ◽  
Intractable Epilepsy ◽  
Resting State Fmri ◽  
Hemispheric Dominance ◽  
Pediatric Epilepsy ◽  
Language Lateralization ◽  
The Right ◽  
And Task

OBJECTIVEDetermining language laterality in patients with intractable epilepsy is important in operative planning. Wada testing is the gold standard, but it has a risk of stroke. Both Wada and task-based functional MRI (tb-fMRI) require patient cooperation. Recently, resting-state fMRI (rs-fMRI) has been explored for language lateralization. In the present study, the correlation between rs-fMRI and tb-fMRI in language lateralization is estimated in a pediatric population with intractable epilepsy.METHODSrs-fMRI and tb-fMRI language lateralization testing performed as part of epilepsy surgery evaluation was retrospectively reviewed.RESULTSTwenty-nine patients underwent rs-fMRI and tb-fMRI; a total of 38 rs-fMRI studies and 30 tb-fMRI studies were obtained. tb-fMRI suggested left dominance in 25 of 30 cases (83%), right in 3 (10%), and in 2 (7%) the studies were nondiagnostic. In rs-fMRI, 26 of 38 studies (68%) suggested left dominance, 3 (8%) right dominance, 6 (16%) bilateral, and 3 (8%) were nondiagnostic. When tb-fMRI lateralized to the left hemisphere (25 cases), rs-fMRI was lateralized to the left in 23 patients (92%) and it was bilateral/equal in 2 (8%). When tb-fMRI lateralized to the right (3 cases), rs-fMRI lateralized to the right in all cases (100%). The overall concordance rate was 0.93 (95% CI 0.76–0.99) when considering cases with tb-fMRI and rs-fMRI performed within 6 months of each other, and tb-fMRI results were not nondiagnostic.CONCLUSIONSrs-fMRI significantly correlated with tb-fMRI in lateralizing language and suggests the potential role for identifying hemispheric dominance via rs-fMRI. Further investigation and validation studies are warranted.

scholarly journals Language lateralization from task‐based and resting state functional MRI in patients with epilepsy

2020 ◽  
Vol 41 (11) ◽  
pp. 3133-3146 ◽  
Author(s):  
Rachel Rolinski ◽  
Xiaozhen You ◽  
Javier Gonzalez‐Castillo ◽  
Gina Norato ◽  
Richard C. Reynolds ◽  
...  
Keyword(s):  
Functional Mri ◽  
Resting State ◽  
Language Lateralization ◽  
Patients With Epilepsy

A RARE CASE OF DRUG-RESISTANT EPILEPSY ASSOCIATED WITH CORTICAL MICRODYSGENESIS

2018 ◽  
Vol 26 (2) ◽  
pp. 13-18
Author(s):  
Yu.M. Zabrodskaya ◽  
◽  
D.A. Sitovskaya ◽  
S.M. Malyshev ◽  
T.V. Sokolova ◽  
...  
Keyword(s):  
Rare Case ◽  
Drug Resistant ◽  
Drug Resistant Epilepsy
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