OBJECTIVE: We comprehensively characterized a large pediatric cohort with focal cortical dysplasia (FCD) type 1 to expand the phenotypic spectrum and to identify predictors of postsurgical outcomes. METHODS: We included pediatric patients with histopathological diagnosis of isolated FCD type 1 and at least 1 year of postsurgical follow-up. We systematically reanalyzed clinical, electrophysiological, and radiological features. The results of this reanalysis served as independent variables for subsequent statistical analyses of outcome predictors. RESULTS: All children (N = 31) had drug-resistant epilepsy with varying impacts on neurodevelopment and cognition (presurgical intelligence quotient [IQ]/developmental quotient scores = 32-106). Low presurgical IQ was associated with abnormal slow background electroencephalographic (EEG) activity and disrupted sleep architecture. Scalp EEG showed predominantly multiregional and often bilateral epileptiform activity. Advanced epilepsy magnetic resonance imaging (MRI) protocols identified FCD-specific features in 74.2% of patients (23/31), 17 of whom were initially evaluated as MRI-negative. In six of eight MRI-negative cases, fluorodeoxyglucose-positron emission tomography (PET) and subtraction ictal single photon emission computed tomography coregistered to MRI helped localize the dysplastic cortex. Sixteen patients (51.6%) underwent invasive EEG. By the last follow-up (median = 5 years, interquartile range = 3.3-9 years), seizure freedom was achieved in 71% of patients (22/31), including seven of eight MRI-negative patients. Antiseizure medications were reduced in 21 patients, with complete withdrawal in six. Seizure outcome was predicted by a combination of the following descriptors: age at epilepsy onset, epilepsy duration, long-term invasive EEG, and specific MRI and PET findings. SIGNIFICANCE: This study highlights the broad phenotypic spectrum of FCD type 1, which spans far beyond the narrow descriptions of previous studies. The applied multilayered presurgical approach helped localize the epileptogenic zone in many previously nonlesional cases, resulting in improved postsurgical seizure outcomes, which are more favorable than previously reported for FCD type 1 patients.

• MeSH
• dítě MeSH
• elektroencefalografie * metody   MeSH
• epilepsie MeSH
• fokální kortikální dysplazie MeSH
• kohortové studie MeSH
• kojenec MeSH
• lidé MeSH
• magnetická rezonanční tomografie * MeSH
• malformace mozkové kůry, skupina I * chirurgie   komplikace   diagnostické zobrazování   MeSH
• malformace mozkové kůry chirurgie   komplikace   diagnostické zobrazování   MeSH
• mladiství MeSH
• pozitronová emisní tomografie MeSH
• předškolní dítě MeSH
• refrakterní epilepsie * chirurgie   diagnostické zobrazování   patofyziologie   MeSH
• výsledek terapie MeSH
• Check Tag
• dítě MeSH
• kojenec MeSH
• lidé MeSH
• mladiství MeSH
• mužské pohlaví MeSH
• předškolní dítě MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

Introduction. Vagal nerve stimulation (VNS) is a therapeutical option for the treatment of drug-resistant epileptic patients. The response to VNS varies from patient to patient and is difficult to predict. The proposed study is based on our previous work, identifying relative mean power in pre-implantation EEG as a reliable marker for VNS efficacy prediction in adult patients. Our study has two main tasks. Firstly, to confirm the utility of relative mean power as a feature correlating with VNS efficacy in children. The second is to validate the applicability of our prediction classifier, Pre-X-Stim, in the pediatric population. Material and Methods. We identified a group of children with drug-resistant epilepsy. We included only children in whom EEG contained photic stimulation (Task 1) or was recorded based on the defined acquisition protocol used for development Pre-X-Stim (Task 2). Relative mean powers were calculated. VNS responders and non-responders were compared based on relative mean powers' values. In the next step, we evaluate the utility of our classifier, Pre-X-Stim, in the children population. Results: We identified 57 children treated with VNS - 17 patients were recruited for the Task 1 and 7 patients for the Task 2. When focusing on relative mean powers in EEG spectra, we observed statistically significant differences in theta range. The Pre-X-Stim algorithm was able to predict VNS efficacy correctly in 6 out of 7 patients (the accuracy 83.3%, the sensitivity 75%, the specificity 100%). Conclusions. Based on our results, it seems that children and adults share a similar pattern of EEG relative mean power changes. These changes can be used for pre-implantation prediction of VNS efficacy.

• MeSH
• dítě MeSH
• elektroencefalografie * metody   MeSH
• epilepsie * terapie   patofyziologie   MeSH
• lidé MeSH
• mladiství MeSH
• předškolní dítě MeSH
• refrakterní epilepsie * terapie   patofyziologie   MeSH
• skalp MeSH
• vagová stimulace * metody   MeSH
• výsledek terapie MeSH
• Check Tag
• dítě MeSH
• lidé MeSH
• mladiství MeSH
• mužské pohlaví MeSH
• předškolní dítě MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

OBJECTIVE: The pre-surgical evaluation of epilepsy relies on the electrophysiological recordings of spontaneous seizures. During this period drug dose decreases increase the likelihood of seizures transitioning the brain from a low to high seizure likelihood state, so-called pro-ictal state. This study aimed to identify the dynamic brain changes characteristic of this transition from 386 ten-minute segments of intracranial EEG recordings of 29 patients with drug-refractory temporal lobe epilepsy. METHODS: We studied brain dynamics through mean phase locking value and relative power in gamma band, and autocorrelation function width. We further explored interactions with pro-ictal factors, such as rate of interictal spikes and high frequency oscillations, circadian and multi-day cycles, and clinical outcomes. RESULTS: We observed significant increases in gamma power in the epileptogenic zone, and critical slowing in both the epileptogenic zone and presumably healthy cortex. These changes were linked with increases in spike and high frequency oscillations rate. CONCLUSIONS: Brain dynamics changed on the slow time scale - from the beginning to the end of the multi-day interval - but did not change in the short-term during the pre-ictal interval, thus could reflect pro-ictal changes. SIGNIFICANCE: We highlight gamma power and critical slowing indices as markers of pro-ictal brain states, as well as their potential to track the seizure-related brain mechanisms during the presurgical evaluation of epilepsy patients.

• MeSH
• dospělí MeSH
• elektroencefalografie metody   MeSH
• elektrokortikografie metody   MeSH
• epilepsie temporálního laloku * patofyziologie   diagnóza   MeSH
• gama rytmus EEG * fyziologie   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mozek * patofyziologie   MeSH
• refrakterní epilepsie * patofyziologie   MeSH
• záchvaty * patofyziologie   MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

In drug-resistant focal epilepsy, planning surgical resection can involve presurgical intracranial EEG (iEEG) recordings to detect seizures and other iEEG patterns to improve postsurgical seizure outcome. We hypothesized that resection of tissue generating interictal high-frequency oscillations (HFOs, 80-500 Hz) in the iEEG predicts surgical outcome. In eight international epilepsy centres, iEEG was recorded during the presurgical evaluation of patients. The patients were of all ages, had epilepsy of all types, and underwent surgical resection of a single focus aiming at seizure freedom. In a prospective analysis, we applied a fully automated definition of HFO that was independent of the dataset. Using an observational cohort design that was blinded to postsurgical seizure outcome, we analysed HFO rates during non-rapid-eye-movement sleep. If channels had consistently high rates over multiple epochs, they were labelled the 'HFO area'. After HFO analysis, centres provided the electrode contacts located in the resected volume and the seizure outcome at follow-up ≥24 months after surgery. The study was registered at www.clinicaltrials.gov (NCT05332990). We received 160 iEEG datasets. In 146 datasets (91%), the HFO area could be defined. The patients with a completely resected HFO area were more likely to achieve seizure freedom in comparison to those without [odds ratio 2.61, 95% confidence interval (CI) 1.15-5.91, P = 0.02]. Among seizure-free patients, the HFO area was completely resected in 31 and not completely resected in 43. Among patients with recurrent seizures, the HFO area was completely resected in 14 and not completely resected in 58. When predicting seizure freedom, the negative predictive value of the HFO area (68%, CI 52-81) was higher than that for the resected volume as a predictor by itself (51%, CI 42-59, P = 4 × 10-5). The sensitivity and specificity for complete HFO area resection were 0.88 (CI 0.72-0.98) and 0.39 (CI 0.25-0.54), respectively, and the area under the curve was 0.83 (CI 0.58-0.97), indicating good predictive performance. In a blinded cohort study from independent epilepsy centres, applying a previously validated algorithm for HFO marking without the need for adjusting to new datasets allowed us to validate the clinical relevance of HFOs to plan the surgical resection.

• MeSH
• dítě MeSH
• dospělí MeSH
• elektroencefalografie metody   MeSH
• elektrokortikografie * metody   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• prospektivní studie MeSH
• refrakterní epilepsie * chirurgie   patofyziologie   MeSH
• výsledek terapie MeSH
• záchvaty * chirurgie   patofyziologie   diagnóza   MeSH
• Check Tag
• dítě MeSH
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• multicentrická studie MeSH
• pozorovací studie MeSH

OBJECTIVE: Standard resective treatment of mesial temporal lobe epilepsy (MTLE) includes anteromesial temporal resection or amygdalohippocampectomy. One potential risk of these surgeries, especially in patients with magnetic resonance imaging (MRI)-negative findings, is postoperative memory impairment. An alternative to resective procedures that aim to preserve the neuropsychological profile are multiple hippocampal transections (MHTs). The objective of transections is to interrupt the longitudinal pathways of the hippocampus to prevent the spread of epileptic seizures while preserving the memory circuits. Previously performed MHT procedures were guided by questionable intraoperative electrocorticography. At our institution, we have developed and tested a modified technique to achieve complete MHTs. METHODS: Patients with pharmacoresistant unilaterally lateralized MTLE and MRI-negative findings with high risk of neuropsychologic deterioration were indicated for complete MHT. Comprehensive neuropsychological and epileptological evaluations and MRI follow-ups were conducted 1 year and 2 years postoperatively. The primary evaluated parameters were seizure reduction and significant changes in neuropsychological performance (± 1 SD). RESULTS: Complete MHTs were performed on 3 patients who completed 2-year follow-up. Two MHTs were performed on the right and 1 on the left side. Two patients are classified as Engel 1 and one patient as Engel 3. Two years after surgery, neuropsychologic evaluation did not show significant decrease in memory performance and performance in majority of cognitive tests. One-year MRI follow-up showed decrease of volume of hippocampus in all 3 patients. CONCLUSIONS: This modified technique of MHT in patients with MTLE and MRI-negative findings led to seizure reduction while preserving their neuropsychologic performance.

• MeSH
• dospělí MeSH
• epilepsie temporálního laloku * chirurgie   diagnostické zobrazování   MeSH
• hipokampus * chirurgie   diagnostické zobrazování   MeSH
• lidé středního věku MeSH
• lidé MeSH
• magnetická rezonanční tomografie MeSH
• mladý dospělý MeSH
• následné studie MeSH
• neurochirurgické výkony * metody   MeSH
• neuropsychologické testy MeSH
• refrakterní epilepsie * chirurgie   diagnostické zobrazování   MeSH
• výsledek terapie MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

• Klíčová slova
• cenobamát,
• MeSH
• antikonvulziva aplikace a dávkování   škodlivé účinky   terapeutické užití   MeSH
• chlorfenoly MeSH
• dospělí MeSH
• epilepsie diagnóza   farmakoterapie   MeSH
• karbamáty MeSH
• kombinovaná farmakoterapie MeSH
• lidé středního věku MeSH
• lidé MeSH
• refrakterní epilepsie diagnóza   farmakoterapie   MeSH
• tetrazoly MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• ženské pohlaví MeSH
• Publikační typ
• kazuistiky MeSH
• novinové články MeSH

Focal cortical dysplasia (FCD) represents the most common cause of drug-resistant epilepsy in adult and pediatric surgical series. However, genetic factors contributing to severe phenotypes of FCD remain unknown. We present a patient with an exceptionally rapid development of drug-resistant epilepsy evolving in super-refractory status epilepticus. We performed multiple clinical (serial EEG, MRI), biochemical (metabolic and immunological screening), genetic (WES from blood- and brain-derived DNA), and histopathological investigations. The patient presented 1 month after an uncomplicated varicella infection. MRI was negative, as well as other biochemical and immunological examinations. Whole-exome sequencing of blood-derived DNA detected a heterozygous paternally inherited variant NM_006267.4(RANBP2):c.5233A>G p.(Ile1745Val) (Chr2[GRCh37]:g.109382228A>G), a gene associated with a susceptibility to infection-induced acute necrotizing encephalopathy. No combination of anti-seizure medication led to a sustained seizure freedom and the patient warranted induction of propofol anesthesia with high-dose intravenous midazolam and continuous respiratory support that however failed to abort seizure activity. Brain biopsy revealed FCD type IIa; this finding led to the indication of an emergency right-sided hemispherotomy that rendered the patient temporarily seizure-free. Postsurgically, he remains on antiseizure medication and experiences rare nondisabling seizures. This report highlights a uniquely severe clinical course of FCD putatively modified by the RANBP2 variant. PLAIN LANGUAGE SUMMARY: We report a case summary of a patient who came to our attention for epilepsy that could not be controlled with medication. His clinical course progressed rapidly to life-threatening status epilepticus with other unusual neurological findings. Therefore, we decided to surgically remove a piece of brain tissue in order to clarify the diagnosis that showed features of a structural brain abnormality associated with severe epilepsy, the focal cortical dysplasia. Later, a genetic variant in a gene associated with another condition, was found, and we hypothesize that this genetic variant could have contributed to this severe clinical course of our patient.

• MeSH
• dítě MeSH
• DNA MeSH
• epilepsie * komplikace   MeSH
• fokální kortikální dysplazie * MeSH
• komplex proteinů jaderného póru * MeSH
• lidé MeSH
• midazolam MeSH
• molekulární chaperony * MeSH
• nemoci mozku * MeSH
• předškolní dítě MeSH
• progrese nemoci MeSH
• refrakterní epilepsie * genetika   chirurgie   MeSH
• status epilepticus * genetika   chirurgie   MeSH
• Check Tag
• dítě MeSH
• lidé MeSH
• mužské pohlaví MeSH
• předškolní dítě MeSH
• Publikační typ
• časopisecké články MeSH
• kazuistiky MeSH

INTRODUCTION: Precise localization of the epileptogenic zone is critical for successful epilepsy surgery. However, imbalanced datasets in terms of epileptic vs. normal electrode contacts and a lack of standardized evaluation guidelines hinder the consistent evaluation of automatic machine learning localization models. METHODS: This study addresses these challenges by analyzing class imbalance in clinical datasets and evaluating common assessment metrics. Data from 139 drug-resistant epilepsy patients across two Institutions were analyzed. Metric behaviors were examined using clinical and simulated data. RESULTS: Complementary use of Area Under the Receiver Operating Characteristic (AUROC) and Area Under the Precision-Recall Curve (AUPRC) provides an optimal evaluation approach. This must be paired with an analysis of class imbalance and its impact due to significant variations found in clinical datasets. CONCLUSIONS: The proposed framework offers a comprehensive and reliable method for evaluating machine learning models in epileptogenic zone localization, improving their precision and clinical relevance. SIGNIFICANCE: Adopting this framework will improve the comparability and multicenter testing of machine learning models in epileptogenic zone localization, enhancing their reliability and ultimately leading to better surgical outcomes for epilepsy patients.

• MeSH
• dospělí MeSH
• elektrokortikografie metody   normy   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• refrakterní epilepsie * chirurgie   patofyziologie   MeSH
• strojové učení * MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

Tato případová studie se zaměřuje na dlouhodobé kognitivní důsledky epilepsie temporálního laloku (temporal lobe epilepsy; TLE) v dětském věku a jejich ovlivnění chirurgickou léčbou. Studie sleduje čtyři dětské pacienty s TLE, kteří v Centru pro epilepsie Motol podstoupili úspěšný resekční epileptochirurgický výkon. Ačkoli je standardním měřítkem úspěchu epileptochirurgie pooperační kompenzace záchvatů, snížení množství medikace a zlepšená kvalita života, naše práce zdůrazňuje také význam sledování celkového neuropsychologického profilu a poskytování další klinicko--psychologické péče. Samotné sledování inteligenční výkonnosti je pro plné pochopení kognitivního vývoje po epileptochirurgii nedostatečné. U námi referovaných případů jsme v dlouhodobém horizontu zdokumentovali postupnou konsolidaci kognitivních funkcí. Pro dosažení celkově příznivého výsledku epileptochirurgie jsou klíčové komplexní péče, mezioborová spolupráce a časná indikace k epileptochirurgii. Včasné referování farmakorezistentních pacientů do specializovaných center a brzká efektivní terapie epileptických záchvatů jsou zásadní pro předcházení dlouhodobým negativním důsledkům neléčené epilepsie, vč. kognitivních obtíží a psychosociálních problémů. Zároveň je však nezbytný další výzkum v oblasti neuropsychologie TLE u dětí a vývoj efektivnějších strategií léčby a podpory pro tyto pacienty a jejich rodiny.

This case study focuses on the long-term cognitive sequelae of temporal lobe epilepsy (TLE) in childhood and their influence by surgical treatment. The study follows four pediatric patients with TLE who underwent successful resectional epilepsy surgery at the Motol Epilepsy Center. While the standard measure of success of epilepsy surgery is postoperative seizure cessation, reduced medication, and improved quality of life, our study also underscores the importance of monitoring the overall neuropsychological profile and providing additional clinical-psychological care. Monitoring of intelligence performance alone is insufficient to fully understand cognitive development after epilepsy surgery. In the cases reported, we documented a gradual consolidation of cognitive functions over time. Comprehensive care, interdisciplinary collaboration, and early indication for epilepsy surgery are crucial to achieve an overall favorable outcome. Early referral of pharmacoresistant patients to specialized centers and prompt effective treatment of epileptic seizures are essential to prevent long-term negative consequences of untreated epilepsy, including cognitive difficulties and psychosocial problems. Simultaneously, further research into the neuropsychology of TLE in children and the development of more effective treatment and support strategies for these patients and their families are essential.

• MeSH
• dítě MeSH
• epilepsie temporálního laloku * chirurgie   diagnóza   etiologie   patologie   MeSH
• fokální kortikální dysplazie chirurgie   diagnóza   patologie   MeSH
• kognice * MeSH
• lidé MeSH
• nádory mozku chirurgie   diagnóza   patologie   MeSH
• neurochirurgické výkony metody   MeSH
• přední temporální lobektomie MeSH
• refrakterní epilepsie chirurgie   diagnóza   etiologie   patologie   MeSH
• vývoj dítěte MeSH
• Check Tag
• dítě MeSH
• lidé MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• kazuistiky MeSH
• práce podpořená grantem MeSH

OBJECTIVE: Evidence suggests that the most promising results in interictal localization of the epileptogenic zone (EZ) are achieved by a combination of multiple stereo-electroencephalography (SEEG) biomarkers in machine learning models. These biomarkers usually include SEEG features calculated in standard frequency bands, but also high-frequency (HF) bands. Unfortunately, HF features require extra effort to record, store, and process. Here we investigate the added value of these HF features for EZ localization and postsurgical outcome prediction. METHODS: In 50 patients we analyzed 30 min of SEEG recorded during non-rapid eye movement sleep and tested a logistic regression model with three different sets of features. The first model used broadband features (1-500 Hz); the second model used low-frequency features up to 45 Hz; and the third model used HF features above 65 Hz. The EZ localization by each model was evaluated by various metrics including the area under the precision-recall curve (AUPRC) and the positive predictive value (PPV). The differences between the models were tested by the Wilcoxon signed-rank tests and Cliff's Delta effect size. The differences in outcome predictions based on PPV values were further tested by the McNemar test. RESULTS: The AUPRC score of the random chance classifier was .098. The models (broad-band, low-frequency, high-frequency) achieved median AUPRCs of .608, .582, and .522, respectively, and correctly predicted outcomes in 38, 38, and 33 patients. There were no statistically significant differences in AUPRC or any other metric between the three models. Adding HF features to the model did not have any additional contribution. SIGNIFICANCE: Low-frequency features are sufficient for correct localization of the EZ and outcome prediction with no additional value when considering HF features. This finding allows significant simplification of the feature calculation process and opens the possibility of using these models in SEEG recordings with lower sampling rates, as commonly performed in clinical routines.

• MeSH
• dítě MeSH
• dospělí MeSH
• elektroencefalografie * metody   MeSH
• epilepsie chirurgie   patofyziologie   diagnóza   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• refrakterní epilepsie chirurgie   patofyziologie   diagnóza   MeSH
• stereotaktické techniky MeSH
• výsledek terapie MeSH
• Check Tag
• dítě MeSH
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH