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1.
Lancet Neurol ; 22(12): 1113-1124, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37977712

RESUMEN

BACKGROUND: Many infancy-onset epilepsies have poor prognosis for seizure control and neurodevelopmental outcome. Ketogenic diets can improve seizures in children older than 2 years and adults who are unresponsive to antiseizure medicines. We aimed to establish the efficacy of a classic ketogenic diet at reducing seizure frequency compared with further antiseizure medicine in infants with drug-resistant epilepsy. METHODS: In this phase 4, open-label, multicentre, randomised clinical trial, infants aged 1-24 months with drug-resistant epilepsy (defined as four or more seizures per week and two or more previous antiseizure medications) were recruited from 19 hospitals in the UK. Following a 1-week or 2-week observation period, participants were randomly assigned using a computer-generated schedule, without stratification, to either a classic ketogenic diet or a further antiseizure medication for 8 weeks. Treatment allocation was masked from research nurses involved in patient care, but not from participants. The primary outcome was the median number of seizures per day, recorded during weeks 6-8. All analyses were by modified intention to treat, which included all participants with available data. Participants were followed for up to 12 months. All serious adverse events were recorded. The trial is registered with the European Union Drug Regulating Authorities Clinical Trials Database (2013-002195-40). The trial was terminated early before all participants had reached 12 months of follow-up because of slow recruitment and end of funding. FINDINGS: Between Jan 1, 2015, and Sept 30, 2021, 155 infants were assessed for eligibility, of whom 136 met inclusion criteria and were randomly assigned; 75 (55%) were male and 61 (45%) were female. 78 infants were assigned to a ketogenic diet and 58 to antiseizure medication, of whom 61 and 47, respectively, had available data and were included in the modifified intention-to-treat analysis at week 8. The median number of seizures per day during weeks 6-8, accounting for baseline rate and randomised group, was similar between the ketogenic diet group (5 [IQR 1-16]) and antiseizure medication group (3 [IQR 2-11]; IRR 1·33, 95% CI 0·84-2·11). A similar number of infants with at least one serious adverse event was reported in both groups (40 [51%] of 78 participants in the ketogenic diet group and 26 [45%] of 58 participants in the antiseizure medication group). The most common serious adverse events were seizures in both groups. Three infants died during the trial, all of whom were randomly assigned a ketogenic diet: one child (who also had dystonic cerebral palsy) was found not breathing at home; one child died suddenly and unexpectedly at home; and one child went into cardiac arrest during routine surgery under anaesthetic. The deaths were judged unrelated to treatment by local principal investigators and confirmed by the data safety monitoring committee. INTERPRETATION: In this phase 4 trial, a ketogenic diet did not differ in efficacy and tolerability to a further antiseizure medication, and it appears to be safe to use in infants with drug-resistant epilepsy. A ketogenic diet could be a treatment option in infants whose seizures continue despite previously trying two antiseizure medications. FUNDING: National Institute for Health and Care Research.


Asunto(s)
Dieta Cetogénica , Epilepsia Refractaria , Epilepsia , Niño , Adulto , Humanos , Masculino , Lactante , Femenino , Preescolar , Dieta Cetogénica/efectos adversos , Epilepsia Refractaria/tratamiento farmacológico , Convulsiones/tratamiento farmacológico , Reino Unido , Resultado del Tratamiento
2.
Brain ; 145(11): 3859-3871, 2022 11 21.
Artículo en Inglés | MEDLINE | ID: mdl-35953082

RESUMEN

One outstanding challenge for machine learning in diagnostic biomedical imaging is algorithm interpretability. A key application is the identification of subtle epileptogenic focal cortical dysplasias (FCDs) from structural MRI. FCDs are difficult to visualize on structural MRI but are often amenable to surgical resection. We aimed to develop an open-source, interpretable, surface-based machine-learning algorithm to automatically identify FCDs on heterogeneous structural MRI data from epilepsy surgery centres worldwide. The Multi-centre Epilepsy Lesion Detection (MELD) Project collated and harmonized a retrospective MRI cohort of 1015 participants, 618 patients with focal FCD-related epilepsy and 397 controls, from 22 epilepsy centres worldwide. We created a neural network for FCD detection based on 33 surface-based features. The network was trained and cross-validated on 50% of the total cohort and tested on the remaining 50% as well as on 2 independent test sites. Multidimensional feature analysis and integrated gradient saliencies were used to interrogate network performance. Our pipeline outputs individual patient reports, which identify the location of predicted lesions, alongside their imaging features and relative saliency to the classifier. On a restricted 'gold-standard' subcohort of seizure-free patients with FCD type IIB who had T1 and fluid-attenuated inversion recovery MRI data, the MELD FCD surface-based algorithm had a sensitivity of 85%. Across the entire withheld test cohort the sensitivity was 59% and specificity was 54%. After including a border zone around lesions, to account for uncertainty around the borders of manually delineated lesion masks, the sensitivity was 67%. This multicentre, multinational study with open access protocols and code has developed a robust and interpretable machine-learning algorithm for automated detection of focal cortical dysplasias, giving physicians greater confidence in the identification of subtle MRI lesions in individuals with epilepsy.


Asunto(s)
Epilepsias Parciales , Epilepsia , Malformaciones del Desarrollo Cortical , Humanos , Estudios Retrospectivos , Malformaciones del Desarrollo Cortical/complicaciones , Malformaciones del Desarrollo Cortical/diagnóstico por imagen , Epilepsia/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Aprendizaje Automático , Epilepsias Parciales/diagnóstico por imagen
3.
Epilepsia ; 63(1): 61-74, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34845719

RESUMEN

OBJECTIVE: Drug-resistant focal epilepsy is often caused by focal cortical dysplasias (FCDs). The distribution of these lesions across the cerebral cortex and the impact of lesion location on clinical presentation and surgical outcome are largely unknown. We created a neuroimaging cohort of patients with individually mapped FCDs to determine factors associated with lesion location and predictors of postsurgical outcome. METHODS: The MELD (Multi-centre Epilepsy Lesion Detection) project collated a retrospective cohort of 580 patients with epilepsy attributed to FCD from 20 epilepsy centers worldwide. Magnetic resonance imaging-based maps of individual FCDs with accompanying demographic, clinical, and surgical information were collected. We mapped the distribution of FCDs, examined for associations between clinical factors and lesion location, and developed a predictive model of postsurgical seizure freedom. RESULTS: FCDs were nonuniformly distributed, concentrating in the superior frontal sulcus, frontal pole, and temporal pole. Epilepsy onset was typically before the age of 10 years. Earlier epilepsy onset was associated with lesions in primary sensory areas, whereas later epilepsy onset was associated with lesions in association cortices. Lesions in temporal and occipital lobes tended to be larger than frontal lobe lesions. Seizure freedom rates varied with FCD location, from around 30% in visual, motor, and premotor areas to 75% in superior temporal and frontal gyri. The predictive model of postsurgical seizure freedom had a positive predictive value of 70% and negative predictive value of 61%. SIGNIFICANCE: FCD location is an important determinant of its size, the age at epilepsy onset, and the likelihood of seizure freedom postsurgery. Our atlas of lesion locations can be used to guide the radiological search for subtle lesions in individual patients. Our atlas of regional seizure freedom rates and associated predictive model can be used to estimate individual likelihoods of postsurgical seizure freedom. Data-driven atlases and predictive models are essential for evidence-based, precision medicine and risk counseling in epilepsy.


Asunto(s)
Epilepsia Refractaria , Epilepsia , Malformaciones del Desarrollo Cortical , Niño , Epilepsia Refractaria/complicaciones , Epilepsia Refractaria/diagnóstico por imagen , Epilepsia Refractaria/cirugía , Epilepsia/diagnóstico por imagen , Epilepsia/etiología , Epilepsia/cirugía , Libertad , Humanos , Imagen por Resonancia Magnética , Malformaciones del Desarrollo Cortical/complicaciones , Malformaciones del Desarrollo Cortical/diagnóstico por imagen , Malformaciones del Desarrollo Cortical/cirugía , Estudios Retrospectivos , Convulsiones/diagnóstico por imagen , Convulsiones/etiología , Convulsiones/cirugía , Resultado del Tratamiento
4.
Epilepsy Behav ; 120: 107968, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33971391

RESUMEN

RATIONALE: Children and young people with epilepsy (CYPwE) are particularly vulnerable to developing social, emotional, behavioral, and learning difficulties, which, if not identified or addressed at an early stage, can impact adversely on quality of life and long-term psychosocial outcomes. This paper describes the development of a screening protocol and a pathway of early, 'stepped' intervention, which aims to address this issue, together with initial outcomes. METHODS: The Strengths and Difficulties Questionnaire (SDQ) was completed by CYPwE and their parents prior to routine epilepsy clinic appointments. A traffic light system was devised to indicate the reported level of concern and a potential route through the early intervention pathway. RESULTS: Of those CYPwE screened, 53% were found to be experiencing elevated levels of mental health difficulties, which had not previously been identified, and had the opportunity to access an appropriate early intervention. Initial feedback on the PAVES pathway has been positive, with high levels of feasibility and acceptability indicated by young people, parents, and clinicians. CONCLUSIONS: The PAVES approach enables mental health difficulties to be identified and appropriate intervention accessed at an early stage, potentially improving long-term psychosocial outcomes for CYPwE. In addition, if found to be effective in larger trials, PAVES has potential to be adapted and generalized to other populations.


Asunto(s)
Epilepsia , Calidad de Vida , Adolescente , Niño , Humanos , Tamizaje Masivo , Salud Mental , Proyectos Piloto
5.
Neurology ; 95(11): e1590-e1598, 2020 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-32690789

RESUMEN

OBJECTIVE: To report the prevalence of anti-neuronal antibodies in a prospective whole-nation cohort of children presenting with seizures before their third birthday. METHODS: This was a prospective population-based national cohort study involving all children presenting with new-onset epilepsy or complex febrile seizures before their third birthday over a 3-year period. Patients with previously identified structural, metabolic, or infectious cause for seizures were excluded. Serum samples were obtained at first presentation and tested for 7 neuronal antibodies using live cell-based assays. Clinical data were collected with structured proformas at recruitment and 24 months after presentation. In addition, patients with seizures and clinically suspected autoimmune encephalitis were independently identified by a review of the case records of all children <3 years of age in Scotland who had undergone EEG. RESULTS: Two hundred ninety-eight patients were identified and recruited and underwent autoantibody testing. Antibody positivity was identified in 18 of 298 (6.0%). The antibodies identified were GABA receptor B (n = 8, 2.7%), contactin-associated protein 2 (n = 4, 1.3%), glycine receptor (n = 3, 1.0%), leucine-rich glioma inactivated 1 (n = 2, 0.7%), NMDA receptor (n = 1, 0.3%), and GABA receptor A (n = 1, 0.3%). None of these patients had a clinical picture of autoimmune encephalitis. Seizure classification and clinical phenotype did not correlate with antibody positivity. CONCLUSIONS: Autoimmune encephalitis is very rare in early childhood. However serum neuronal antibodies are identified in 6.4% of children presenting with seizures at <3 years of age. Antibody testing should not be a routine clinical test in early childhood-onset epilepsy because, in the absence of other features of autoimmune encephalitis, antibody positivity is of doubtful clinical significance. Antibody testing should be reserved for patients with additional features of encephalitis.


Asunto(s)
Autoanticuerpos/sangre , Encefalitis/sangre , Encefalitis/diagnóstico , Enfermedad de Hashimoto/sangre , Enfermedad de Hashimoto/diagnóstico , Convulsiones/sangre , Convulsiones/diagnóstico , Preescolar , Estudios de Cohortes , Encefalitis/epidemiología , Femenino , Enfermedad de Hashimoto/epidemiología , Humanos , Lactante , Masculino , Estudios Prospectivos , Convulsiones/epidemiología , Reino Unido/epidemiología
6.
Dev Med Child Neurol ; 61(11): 1344-1347, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-30724344

RESUMEN

Acquired neuromyotonia is a form of peripheral nerve hyperexcitability. In adults, pathogenic antibodies that target the extracellular domains of leucine-rich glioma-inactivated protein 1 (LGI1) and contactin-associated protein-like 2 (CASPR2) have been reported. We describe three paediatric patients with acquired neuromyotonia and CASPR2 and LGI1 serum antibodies. They all presented with acute-onset myokymia and pain in the lower limbs; one patient also had muscle weakness. Electromyography was suggestive of peripheral nerve hyperexcitability. Two patients improved without immunotherapy; one treated patient remained immunotherapy-dependent. Although not fatal, acquired paediatric neuromyotonia can be disabling. It is amenable to symptomatic treatment or may undergo spontaneous recovery. More severe cases may require rational immunotherapy. WHAT THIS PAPER ADDS: The symptoms of neuromyotonia may resolve spontaneously or may require sodium channel blockers. Patients with debilitating symptoms who are refractory to symptomatic therapy may require immunotherapy.


NEUROMIOTONÍA ADQUIRIDA EN NIÑOS CON ANTICUERPOS CASPR2 Y LGI1: La neuromiotonía adquirida es una forma de hiperexcitabilidad de los nervios periféricos. En algunos adultos, se han notificado anticuerpos patógenos que se dirigen a los dominios extracelulares de la proteína 1 inactivada por glioma rico en leucina (LGI1) y la proteína 2 asociada a contactina (CASPR2). Describimos tres pacientes pediátricos con neuromiotonía adquirida y anticuerpos séricos CASPR2 y LGI1. Todos presentaban mioquimia de inicio agudo y dolor en las extremidades inferiores; un paciente también tenía debilidad muscular. La electromiografía sugirió hiperexcitabilidad del nervio periférico. Dos pacientes mejoraron sin inmunoterapia; un paciente tratado permaneció dependiente de la inmunoterapia. Aunque no es fatal, la neuromiotonía pediátrica adquirida puede ser incapacitante. Es susceptible de tratamiento sintomático o puede sufrir una recuperación espontánea. Los casos más graves pueden requerir inmunoterapia racional.


NEUROMIOTONIA ADQUIRIDA EM CRIANÇAS COM ANTICORPOS PRCAS2 E GIL1: A neuromiotonia adquirida é uma forma de hiperexcitabilidade nervosa periférica. Em alguns adultos, anticorpos patogênicos que visam os domínios extracelulares da proteína glioma-inativada rica em leucina1 (GIL1) e da proteína contactina-associada 2 (PRCAS2) foram reportados. Descrevemos três pacientes pediátricos com neuromiotonia adquirida e anticorpos séricos PRCAS2 e GIL1 CASPR2. Todos apresentaram miocimia de início agudo e dor nos membros inferiores; um paciente também teve fraqueza muscular. A eletromiografia foi sugestiva de hiperexcitabilidade nervosa periférica. Dois pacientes melhoraram sem imunoterapia; um paciente tratado permaneceu imunoterapia-dependente. Embora não seja fatal, a neuromiotomia pediátrica aguda pode ser incapacitante. É responsiva a tratamento sintomático e pode apresentar recuperação espontânea. Casos mais severaos podem requerer imunoterapia racional.


Asunto(s)
Péptidos y Proteínas de Señalización Intracelular/inmunología , Síndrome de Isaacs/diagnóstico , Síndrome de Isaacs/inmunología , Proteínas de la Membrana/inmunología , Proteínas del Tejido Nervioso/inmunología , Adolescente , Anticuerpos/inmunología , Preescolar , Humanos , Inmunoterapia , Síndrome de Isaacs/terapia , Masculino , Resultado del Tratamiento
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