Cited by 128Epilepsy research and treatmentGenetics and Neurodevelopmental DisordersPharmacological Effects and Toxicity Studies

Developmental and epileptic encephalopathies

Open access
Scheffer, Ingrid E., Zuberi, Sameer, Mefford, Heather C., Guerrini, Renzo, McTague, Amy·2024·Nature Reviews Disease Primers

Abstract

Developmental and epileptic encephalopathies, the most severe group of epilepsies, are characterized by seizures and frequent epileptiform activity associated with developmental slowing or regression. Onset typically occurs in infancy or childhood and includes many well-defined epilepsy syndromes. Patients have wide-ranging comorbidities including intellectual disability, psychiatric features, such as autism spectrum disorder and behavioural problems, movement and musculoskeletal disorders, gastrointestinal and sleep problems, together with an increased mortality rate. Problems change with age and patients require substantial support throughout life, placing a high psychosocial burden on parents, carers and the community. In many patients, the aetiology can be identified, and a genetic cause is found in >50% of patients using next-generation sequencing technologies. More than 900 genes have been identified as monogenic causes of developmental and epileptic encephalopathies and many cell components and processes have been implicated in their pathophysiology, including ion channels and transporters, synaptic proteins, cell signalling and metabolism and epigenetic regulation. Polygenic risk score analyses have shown that common variants also contribute to phenotypic variability. Holistic management, which encompasses antiseizure therapies and care for multimorbidities, is determined both by epilepsy syndrome and aetiology. Identification of the underlying aetiology enables the development of precision medicines to improve the long-term outcome of patients with these devastating diseases.

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Crossref · 10.1038/s41572-024-00546-6

Cites

259 of 259 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

213 of 280 cited sources checked · 88 supported · 3 flagged · accuracy not yet measured

  • Premisecitation

    Current analyses of monogenic epilepsy genes implicate >900 genes in DEEs out of >1000 established monogenic genes.

    “Current analyses of monogenic epilepsy genes implicates >900 genes in DEEs (Gene4Epilepsy; http://github.com/bahlolab/genes4epilepsy),out of >1000 established monogenic genes 26 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [26] Oliver, K. L. et al. Genes4Epilepsy: an epilepsy gene resource. Epilepsia 64, 1368–1375 (2023). This study identified 926 known monogenic epilepsy genes in 2023 and showed that 825 genes were associated with DEEs; since publication, >1,000 genes have been listed on the publicly accessible database. source

      The Results section reports 825 genes associated with a DEE phenotype out of 926 curated monogenic epilepsy genes, not more than 900 out of more than 1,000. It says 1,128 genes were reviewed, but 202 were excluded for insufficient or disputed evidence. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

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  • Premisecitation

    The primary cause of death in patients with DEEs is sudden unexpected death in epilepsy (SUDEP).

    “The primary cause of death is sudden unexpected death in epilepsy (SUDEP) 17 ; other causes include cerebral oedema following status epilepticus 18 , chest infections and accidental causes 19 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] Nashef, L., So, E. L., Ryvlin, P. & Tomson, T. Unifying the definitions of sudden unexpected death in epilepsy. Epilepsia 53, 227–233 (2012). source

      The Summary identifies SUDEP as a category of death in people with epilepsy, and Box 3 defines which deaths qualify. The paper does not establish that SUDEP is the primary cause of death in patients with developmental and epileptic encephalopathies (DEEs); searches for DEEs and comparative causes of death found no such finding. (LLM, conf=0.83)

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  • Premisecitation

    75% of patients with SCN3A GOF variants have a malformation of cortical development (MCD), such as polymicrogyria.

    “Intriguingly, 75% of patients with SCN3A GOF variants have a malformation of cortical development (MCD), such as polymicrogyria 36,37 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [36] Zaman, T. et al. Mutations in SCN3A cause early infantile epileptic encephalopathy. Ann. Neurol. 83, 703–717 (2018). source

      The Discussion reports polymicrogyria in two patients with the p.Ile875Thr variant and says it was not a consistent feature of the cohort. The paper links the severe epilepsy variants to gain of function, but does not support the claimed 75% rate of cortical malformations; one of the four patients with de novo variants did not have an MRI. (LLM, conf=0.88)

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    • cites [37] Zaman, T. et al. SCN3A-related neurodevelopmental disorder: a spectrum of epilepsy and brain malformation. Ann. Neurol. 88, 348–362 (2020). source

      The Discussion (Genotype-phenotype correlations) reports cortical malformations in 13 of 16 patients (81%) with gain-of-function variants, not 75%; its 75% figure refers to developmental and epileptic encephalopathy. The Results (Clinical characteristics) identify polymicrogyria as a common cortical malformation, so the association and example are supported, but the stated percentage is not. (LLM, conf=0.90)

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  • Premisecitation

    GOF KCNQ2 DEEs include IESS associated with a recurrent GOF variant with severe outcome.

    “Conversely, GOF KCNQ2 DEEs include IESS associated with a recurrent GOF variant with severe outcome 48 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [48] Millichap, J. J. et al. Infantile spasms and encephalopathy without preceding neonatal seizures caused by KCNQ2 R198Q, a gain-of-function variant. Epilepsia 58, e10–e15 (2017). source
  • Premisecitation

    Heterozygous de novo pathogenic variants in KCNT1 cause a spectrum of DEEs from Epilepsy of Infancy with Migrating Focal Seizures (EIMFS) to sleep-related hypermotor epilepsy (SHE).

    “Heterozygous de novo pathogenic variants in KCNT1, encoding a sodium-activated potassium channel, cause a spectrum of DEEs from Epilepsy of Infancy with Migrating Focal Seizures (EIMFS) to sleep-related hypermotor epilepsy (SHE) 56,57 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [56] Barcia, G. et al. De novo gain-of-function KCNT1 channel mutations cause malignant migrating partial seizures of infancy. Nat. Genet. 44, 1255–1259 (2012). source

      The indexed passage describing the sequencing results (labeled Abstract; page unavailable) reports heterozygous de novo KCNT1 variants in patients with malignant migrating partial seizures of infancy (MMPSI), an early-onset epileptic encephalopathy. The paper does not report sleep-related hypermotor epilepsy or establish the claimed spectrum extending to it. (LLM, conf=0.88)

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    • cites [57] Heron, S. E. et al. Missense mutations in the sodium-gated potassium channel gene KCNT1 cause severe autosomal dominant nocturnal frontal lobe epilepsy. Nat. Genet. 44, 1188–1190 (2012). source
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    Premisecitation

    More than 1000 genes are now implicated as a monogenic cause of epilepsy in the Genes4Epilepsy database.

    “With >1000 genes now implicated as a monogenic cause of epilepsy in the Genes4Epilepsy database (http://github.com/bahlolab/genes4epilepsy)26 , the diverse functions of these genes highlight a vast array of biological processes that interact at cellular, organ and network levels.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [26] Oliver, K. L. et al. Genes4Epilepsy: an epilepsy gene resource. Epilepsia 64, 1368–1375 (2023). This study identified 926 known monogenic epilepsy genes in 2023 and showed that 825 genes were associated with DEEs; since publication, >1,000 genes have been listed on the publicly accessible database. source

      The Results section reports 926 curated monogenic epilepsy genes, not more than 1000. It says 1128 genes were reviewed, but 202 were excluded for insufficient or disputed evidence; the larger figure therefore does not represent genes established as monogenic causes in this resource. (LLM, conf=0.89)

      Checked by a reasoning model — may be wrong.

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    Premisecitation

    A phase 2 RCT of soticlestat in patients with Dravet syndrome showed a significant placebo-adjusted median reduction in convulsive seizure frequency of 46% over the full treatment period, whereas reduction in drop seizures in those with LGS was not significant.

    “A phase 2 RCT of soticlestat in patients with Dravet syndrome showed a significant placebo-adjusted median reduction in convulsive seizure frequency of 46% over the full treatment period, whereas reduction in drop seizures in those with LGS was not significant 188,191 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [188] Devinsky, O. et al. Trial of cannabidiol for drug-resistant seizures in the Dravet syndrome. N. Engl. J. Med. 376, 2011–2020 (2017). This is a key randomized controlled trial of cannabidiol in epilepsy showing that it is effective in Dravet syndrome, moving from anecdotal reports of the efficacy of cannabidiol to class I evidence for its use in DEE. source

      Split into 2 atoms — 0 confirmed, 0 partially supported, 1 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

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    • cites [191] Hahn, C. D. et al. A phase 2, randomized, double-blind, placebo-controlled study to evaluate the efficacy and safety of soticlestat as adjunctive therapy in pediatric patients with Dravet syndrome or Lennox–Gastaut syndrome (ELEKTRA). Epilepsia 63, 2671–2683 (2022). source
  • May combine two claims.

    Premisecitation

    DEEs typically present in childhood, before the age of 16 years, with a study from 2023 not identifying any presentations between 9 and 16 years.

    “DEEs typically present in childhood, before the age of 16 years, with a study from 2023 not identifying any presentations between 9 and 16 years 3 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [3] Poke, G., Stanley, J., Scheffer, I. E. & Sadleir, L. G. Epidemiology of developmental and epileptic encephalopathy and of intellectual disability and epilepsy in children. Neurology 100, e1363–e1375 (2023). This is the key epidemiology study of all DEEs with onset prior to 16 years of age, highlighting that DEEs have a cumulative incidence of 1 in 590 children and providing the cumulative incidence for several DEE syndromes. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The DEEs are classified according to epilepsy syndrome, defined as a distinctive cluster of clinical and EEG features, often associated with aetiological findings.

    “The DEEs are classified according to epilepsy syndrome, defined as a distinctive cluster of clinical and EEG features, often associated with aetiological findings 4 , however, not all patients can be classified with a known syndrome (Figure 2).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [4] Wirrell, E. C. et al. Methodology for classification and definition of epilepsy syndromes with list of syndromes: report of the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1333–1348 (2022). source
  • Classified as probably not a substantial claim.

    Premisecitation

    In 2017, the ILAE expanded the concept to a 'developmental and epileptic encephalopathy' owing to a growing recognition that the aetiology, whether genetic, structural or otherwise, often causes developmental impairment in its own right.

    “In 2017, the ILAE expanded this concept to a 'developmental and epileptic encephalopathy', owing to a growing recognition that the aetiology, whether genetic, structural or otherwise, often causes developmental impairment in its own right 2 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [2] Scheffer, I. E. et al. ILAE classification of the epilepsies: position paper of the ILAE Commission for Classification and Terminology. Epilepsia 58, 512–521 (2017). This is the first major revision of the International League Against Epilepsy Classification of the Epilepsies in almost three decades in which the term ‘developmental and epileptic encephalopathies’ was introduced and defined. source

      The ‘Developmental and epileptic encephalopathies’ section (page unavailable) explicitly broadens the term because many severe genetic disorders cause developmental consequences independently of epileptic activity. It also mentions cortical malformations and acquired causes, but does not establish that structural or other aetiologies often cause developmental impairment in their own right. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    DEEs are distinguished from epilepsies in adults and children with static intellectual disability, and epilepsies associated with progressive intellectual and neurological deterioration in which older patients of normal intellect develop cognitive, neurological or psychiatric impairment due to the underlying aetiology, which may be associated with an epileptic encephalopathy.

    “DEEs are distinguished from epilepsies in adults and children with static intellectual disability, and epilepsies associated with progressive intellectual and neurological deterioration in which older patients of normal intellect develop cognitive, neurological or psychiatric impairment due to the underlying aetiology, which may be associated with an epileptic encephalopathy (for example, progress”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] Riney, K. et al. International League Against Epilepsy classification and definition of epilepsy syndromes with onset at a variable age: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1443–1474 (2022). source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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  • Classified as probably not a substantial claim.

    Premisecitation

    A DEE should be distinguished from a static developmental encephalopathy (typically resulting in intellectual disability) with epilepsy, in which the developmental encephalopathy alone (that is, not the epilepsy) causes developmental impairment.

    “A DEE should be distinguished from a static developmental encephalopathy (typically resulting in intellectual disability) with epilepsy, in which the developmental encephalopathy alone (that is, not the epilepsy) causes developmental impairment 3 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [3] Poke, G., Stanley, J., Scheffer, I. E. & Sadleir, L. G. Epidemiology of developmental and epileptic encephalopathy and of intellectual disability and epilepsy in children. Neurology 100, e1363–e1375 (2023). This is the key epidemiology study of all DEEs with onset prior to 16 years of age, highlighting that DEEs have a cumulative incidence of 1 in 590 children and providing the cumulative incidence for several DEE syndromes. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 2022, LGS was defined by the ILAE for the first time, with the additional EEG feature of generalized paroxysmal fast activity in sleep.

    “In 2022, LGS was defined by the ILAE for the first time, with the additional EEG feature of generalized paroxysmal fast activity in sleep 7 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [7] Specchio, N. et al. International League Against Epilepsy classification and definition of epilepsy syndromes with onset in childhood: position paper by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1398–1442 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in childhood and includes DEEs. source

      Section 5.2 defines LGS and includes generalized paroxysmal fast activity among its EEG features; §5.2.5 says the pattern is often seen during sleep. The paper does not establish that this was the ILAE’s first definition of LGS or that the EEG feature was newly added. (LLM, conf=0.84)

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    Premisecitation

    Dravet syndrome has a Dravet-specific SUDEP rate of 4.4 in 1000 person-years (98% CI 2.3-7.8), accounting for most of the Dravet-specific mortality.

    “SUDEP rates for different genetic DEE syndromes have not been well defined, with the exception of Dravet syndrome, which has a Dravet-specific SUDEP rate of 4.4 in 1000 person-years (98% CI 2.3-7.8)19 , accounting for most of the Dravet-specific mortality.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [19] Donnan, A. M., Schneider, A. L., Russ-Hall, S., Churilov, L. & Scheffer, I. E. Rates of status epilepticus and sudden unexplained death in epilepsy in people with genetic developmental and epileptic encephalopathies. Neurology 100, e1712–e1722 (2023). This study examined the frequency of convulsive and non-convulsive status epilepticus and mortality rates in different genetic DEEs, informing counselling of families, diagnosis and clinical management. source

      The Results report a Dravet-specific SUDEP rate of 4.4 per 1,000 person-years, but identify 2.3–7.8 as a 95% CI, not a 98% CI. Table 3 shows SUDEP accounted for 12 of 23 deaths (52%) in the Dravet group, supporting the mortality portion of the claim. (LLM, conf=0.91)

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    Premisecitation

    The most common DEE syndrome is Infantile Epileptic Spasms Syndrome (IESS) with an incidence of 30.7 in 100,000 individuals (95% CI 22.9-40.2) to 48.9 in 100,000 individuals (95% CI 37.0-64.7); ~27% of IESS have a structural aetiology.

    “The most common DEE syndrome is Infantile Epileptic Spasms Syndrome (IESS) with an incidence of 30.7 in 100,000 individuals (95% CI 22.9-40.2) to 48.9 in 100,000 individuals (95% CI 37.0-64.7);~27% of IESS have a structural aetiology 3,9 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [3] Poke, G., Stanley, J., Scheffer, I. E. & Sadleir, L. G. Epidemiology of developmental and epileptic encephalopathy and of intellectual disability and epilepsy in children. Neurology 100, e1363–e1375 (2023). This is the key epidemiology study of all DEEs with onset prior to 16 years of age, highlighting that DEEs have a cumulative incidence of 1 in 590 children and providing the cumulative incidence for several DEE syndromes. source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

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    • cites [9] Symonds, J. D. et al. Early childhood epilepsies: epidemiology, classification, aetiology, and socio-economic determinants. Brain 144, 2879–2891 (2021). source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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    Premisecitation

    Seizure onset under age 3 months in SCN2A DEEs and 6 months in SCN8A DEEs is associated with GOF, and SCBs are efficacious in these phenotypes.

    “Seizure onset under age 3 months in SCN2A DEEs and 6 months in SCN8A DEEs, is associated with GOF 34,35 , and SCBs are efficacious in these phenotypes 34 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [34] Wolff, M. et al. Genetic and phenotypic heterogeneity suggest therapeutic implications in SCN2A-related disorders. Brain 140, 1316–1336 (2017). source

      The Discussion (p. 13) associates SCN2A epilepsy onset before 3 months with gain-of-function mutations and a relatively good response to sodium-channel blockers. The treatment section (p. 17) cautions that this response is based on retrospective observations. Our copy does not establish the claimed 6-month threshold, gain-of-function association, or blocker efficacy for SCN8A DEEs (searched: SCN8A). (LLM, conf=0.90)

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    • cites [35] Johannesen, K. M. et al. Genotype-phenotype correlations in SCN8A-related disorders reveal prognostic and therapeutic implications. Brain 145, 2991–3009 (2022). source

      The phenotype-correlations discussion (p. 25) reports an approximately three-month GOF/LOF onset boundary for SCN2A, but describes overlapping onset ages for SCN8A rather than a six-month boundary. The treatment-effects results (p. 22) find better responses to sodium-channel blockers in SCN8A GOF carriers; they do not establish efficacy for SCN2A DEE in this paper. (LLM, conf=0.86)

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    Premisecitation

    The established mortality rate for Dravet syndrome is that 17% of patients die by age 20 years.

    “The established mortality rate for Dravet syndrome is that 17% of patients die by age 20 years 20 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [20] Akiyama, M., Kobayashi, K., Yoshinaga, H. & Ohtsuka, Y. A long-term follow-up study of Dravet syndrome up to adulthood. Epilepsia 51, 1043–1052 (2010). source

      The ‘Patients who died before 18 years of age’ section reports that 6 of 37 patients (16.2%) died in childhood, all before age 13. This supports a mortality figure near 17% by age 20 for this cohort, but not an established rate for all patients with Dravet syndrome. The copy provides no page number for this passage. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
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    Premisecitation

    Other causes of death in DEEs include cerebral oedema following status epilepticus, chest infections and accidental causes.

    “other causes include cerebral oedema following status epilepticus 18 , chest infections and accidental causes 19 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [18] Myers, K. A. et al. Fatal cerebral edema with status epilepticus in children with Dravet syndrome: report of 5 cases. Pediatrics 139, e20161933 (2017). source
    • cites [19] Donnan, A. M., Schneider, A. L., Russ-Hall, S., Churilov, L. & Scheffer, I. E. Rates of status epilepticus and sudden unexplained death in epilepsy in people with genetic developmental and epileptic encephalopathies. Neurology 100, e1712–e1722 (2023). This study examined the frequency of convulsive and non-convulsive status epilepticus and mortality rates in different genetic DEEs, informing counselling of families, diagnosis and clinical management. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Age-specific incidence varies through childhood with ~75% of cases beginning under 3 years of age, with a cumulative incidence estimated at 122 in 100,000 children (95% CI 102-146) in a retrospective study in Wellington.

    “Agespecific incidence varies through childhood with ~75% of cases beginning under 3 years of age, with a cumulative incidence estimated at 122 in 100,000 children (95% CI 102-146) in a retrospective study in Wellington 3 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [3] Poke, G., Stanley, J., Scheffer, I. E. & Sadleir, L. G. Epidemiology of developmental and epileptic encephalopathy and of intellectual disability and epilepsy in children. Neurology 100, e1363–e1375 (2023). This is the key epidemiology study of all DEEs with onset prior to 16 years of age, highlighting that DEEs have a cumulative incidence of 1 in 590 children and providing the cumulative incidence for several DEE syndromes. source
  • May combine two claims.

    Premisecitation

    SCN1A LOF particularly affects inhibitory interneurons, leading to impaired inhibition and epileptogenesis, with early ataxia and later crouch gait in Dravet syndrome likely due to involvement of cerebellar Purkinje neurons.

    “SCN1A LOF particularly affects inhibitory interneurons, leading to impaired inhibition and epileptogenesis 29,30 , with early ataxia and later crouch gait in Dravet syndrome likely due to involvement of cerebellar Purkinje neurons 31 .”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [29] Sun, Y. et al. A deleterious Nav1.1 mutation selectively impairs telencephalic inhibitory neurons derived from Dravet syndrome patients. eLife 5, e13073 (2016). source
    • cites [30] Kaneko, K. et al. Developmentally regulated impairment of parvalbumin interneuron synaptic transmission in an experimental model of Dravet syndrome. Cell Rep. 38, 110580 (2022). source
    • cites [31] Rodda, J. M., Scheffer, I. E., McMahon, J. M., Berkovic, S. F. & Graham, H. K. Progressive gait deterioration in adolescents with Dravet syndrome. Arch. Neurol. 69, 873–878 (2012). source
  • May combine two claims.

    Interpretationcitation

    Genetic DEEs may cause structural changes, such as MCDs, reinforcing that a genetic aetiology should be sought for MCDs which are often associated with a DEE.

    “Taken together, genetic DEEs may cause structural changes, such as MCDs, reinforcing that a genetic aetiology should be sought for MCDs which are often associated with a DEE 40,41 .”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [40] Guerrini, R. & Dobyns, W. B. Malformations of cortical development: clinical features and genetic causes. Lancet Neurol. 13, 710–726 (2014). source

      The Introduction’s “Genes, biological pathways, and mosaicism” section reports many genes associated with MCD, and the “Clinical features” section says dysplastic megalencephaly can include epileptic encephalopathies. These passages support seeking a genetic aetiology for MCD, but they do not establish that a genetic developmental and epileptic encephalopathy itself causes the structural malformation; they describe genetic causes of MCD alongside its clinical features. No page numbers were provided in our copy. (LLM, conf=0.84)

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    • cites [41] Akula, S. K. et al. Exome sequencing and the identification of new genes and shared mechanisms in polymicrogyria. JAMA Neurol. 80, 980–988 (2023). source

      The Introduction identifies polymicrogyria as an MCD that commonly presents with epilepsy, and the Results identify genetic explanations in 90 of 275 affected families. The Discussion recommends genetic investigation, including ion-conduction genes, for people with polymicrogyria. The paper does not establish that genetic developmental and epileptic encephalopathies (DEEs) themselves cause MCDs, or extend its findings to MCDs generally. Page numbers are not available in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The estimated incidence of all epilepsies presenting under 3 years was 239 in 100,000 (95% CI 216-263) in a prospective study in Scotland, UK, with DEEs accounting for 86.1 in 100,000 (95% CI 72.7-101.3) children.

    “In comparison, the estimated incidence of all epilepsies presenting under 3 years was 239 in 100,000 (95% CI 216-263) in a prospective study in Scotland, UK, with DEEs accounting for 86.1 in 100,000 (95% CI 72.7-101.3)children 9 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [9] Symonds, J. D. et al. Early childhood epilepsies: epidemiology, classification, aetiology, and socio-economic determinants. Brain 144, 2879–2891 (2021). source
  • May combine two claims.

    Premisecitation

    LOF de novo KCNQ2 variants cause neonatal-onset EIDEE, whereas inherited variants result in self-limited seizures.

    “LOF de novo KCNQ2 variants cause neonatal-onset EIDEE 42 , whereas inherited variants result in self-limited seizures 10 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [42] Weckhuysen, S. et al. KCNQ2 encephalopathy: emerging phenotype of a neonatal epileptic encephalopathy. Ann. Neurol. 71, 15–25 (2012). source
    • cites [10] Zuberi, S. M. et al. ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1349–1397 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in the newborn and infantile periods and includes DEEs. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Dravet syndrome is defined by electroclinical features, supported by a SCN1A pathogenic variant in 90% of cases.

    “IESS and LGS are defined by their seizure types and EEG features, and have multiple aetiologies, whereas Dravet syndrome is defined by electroclinical features, supported by a SCN1A pathogenic variant in 90% of cases 10,12 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [10] Zuberi, S. M. et al. ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1349–1397 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in the newborn and infantile periods and includes DEEs. source

      The Dravet syndrome section says clinical diagnosis is supported by a pathogenic SCN1A variant, and the Genetics section says diagnosis requires typical clinical features rather than a variant alone. The stated frequency is over 80% (described as more than 80%–85% in Genetics), not the claimed 90%; no page number is available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [12] Li, W., Schneider, A. L. & Scheffer, I. E. Defining Dravet syndrome: an essential pre-requisite for precision medicine trials. Epilepsia 62, 2205–2217 (2021). source
  • May combine two claims.

    Premisecitation

    Different genetic DEEs vary considerably in their SUDEP risk, which is increased in DEEs due to sodium channelopathies.

    “Different genetic DEEs vary considerably in their SUDEP risk, which is increased in DEEs due to sodium channelopathies 19 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [19] Donnan, A. M., Schneider, A. L., Russ-Hall, S., Churilov, L. & Scheffer, I. E. Rates of status epilepticus and sudden unexplained death in epilepsy in people with genetic developmental and epileptic encephalopathies. Neurology 100, e1712–e1722 (2023). This study examined the frequency of convulsive and non-convulsive status epilepticus and mortality rates in different genetic DEEs, informing counselling of families, diagnosis and clinical management. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In Wellington, New Zealand, the cumulative incidence of DEEs with onset up to age 16 years has been estimated at 169 in 100,000 (95% CI 144-199) or 1 in 590 children, based on EEG ascertainment.

    “In Wellington, New Zealand, the cumulative incidence of DEEs with onset up to age 16 years has been estimated at 169 in 100,000 (95% CI 144-199) or 1 in 590 children, based on EEG ascertainment 3 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [3] Poke, G., Stanley, J., Scheffer, I. E. & Sadleir, L. G. Epidemiology of developmental and epileptic encephalopathy and of intellectual disability and epilepsy in children. Neurology 100, e1363–e1375 (2023). This is the key epidemiology study of all DEEs with onset prior to 16 years of age, highlighting that DEEs have a cumulative incidence of 1 in 590 children and providing the cumulative incidence for several DEE syndromes. source
  • May combine two claims.

    Premisecitation

    Loss-of-function (LOF) missense or truncating variants in SCN1A cause Dravet syndrome, the prototypic DEE, and also the non-DEE syndrome of Genetic Epilepsy with Febrile Seizures Plus (GEFS+).

    “Loss-of-function (LOF) missense or truncating variants cause Dravet syndrome, the prototypic DEE 13,27 , and also the non-DEE syndrome of Genetic Epilepsy with Febrile Seizures Plus (GEFS+) 28 .”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [13] Symonds, J. D. et al. Incidence and phenotypes of childhood-onset genetic epilepsies: a prospective population-based national cohort. Brain 142, 2303–2318 (2019). This Scottish epidemiological study provides the incidence and phenotypes of seizure disorders with onset under 3 years of age. source

      The Results (Gene-associated phenotypes; page not available) report SCN1A variants in 11 patients with Dravet syndrome and one with GEFS+, supporting the link between SCN1A and both syndromes. The paper identifies missense and predicted truncating variants but does not establish that the GEFS+ variant was loss-of-function or that loss-of-function variants cause both syndromes; it reports no genotype–phenotype association in this cohort. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [27] Dravet C. et al. in Epileptic Syndromes in Infancy, Childhood and Adolescence 6th edn (eds Bureau, M. et al.) 139–171 (Libbey Eurotext, 2019).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [28] Zhang, Y. H. et al. Genetic epilepsy with febrile seizures plus: refining the spectrum. Neurology 89, 1210–1219 (2017). source
  • May combine two claims.

    Premisecitation

    KCNQ2 EIDEE typically causes severe to profound impairment, despite seizures remitting in early life in >50% of patients.

    “KCNQ2 EIDEE typically causes severe to profound impairment, despite seizures remitting in early life in >50% of patients 10,42 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [10] Zuberi, S. M. et al. ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1349–1397 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in the newborn and infantile periods and includes DEEs. source

      The KCNQ2-DEE Clinical context section says that over half of patients become seizure-free, but the timing ranges from a few months of age to several years, not necessarily early life. It describes developmental outcome as typically moderately to severely impaired; Table 9 gives a range from moderate to profound impairment. Neither establishes that impairment is typically severe to profound. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [42] Weckhuysen, S. et al. KCNQ2 encephalopathy: emerging phenotype of a neonatal epileptic encephalopathy. Ann. Neurol. 71, 15–25 (2012). source
  • May combine two claims.

    Premisecitation

    DEPDC5 pathogenic variants were first reported in familial focal epilepsies, and later associated with DEEs.

    “DEPDC5 pathogenic variants were first reported in familial focal epilepsies 127,128 , and later associated with DEEs 129 .”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [127] Dibbens, L. M. et al. Mutations in DEPDC5 cause familial focal epilepsy with variable foci. Nat. Genet. 45, 546–551 (2013). source
    • cites [128] Ishida, S. et al. Mutations of DEPDC5 cause autosomal dominant focal epilepsies. Nat. Genet. 45, 552–555 (2013). source
    • cites [129] Carvill, G. L. et al. Epileptic spasms are a feature of DEPDC5 mTORopathy. Neurol. Genet. 1, e17 (2015). source
  • May combine two claims.

    Premisecitation

    CLN2 disease is followed by rapid progression to a progressive myoclonus epilepsy, severe regression, visual failure and early death.

    “It is followed by rapid progression to a progressive myoclonus epilepsy, severe regression, visual failure and early death.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [147] Nickel, M. et al. Disease characteristics and progression in patients with late-infantile neuronal ceroid lipofuscinosis type 2 (CLN2) disease: an observational cohort study. Lancet Child. Adolesc. Health 2, 582–590 (2018). source

      The Introduction describes seizures, loss of language and psychomotor function, blindness, and premature death; the Discussion reports rapid functional decline. However, the Discussion says seizure types are highly variable and that myoclonic seizures *can* predominate as the disease progresses, rather than establishing progressive myoclonus epilepsy as the course for all patients. Page numbers were not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Heterozygous dominant negative GPHN variants cause DEEs and biallelic LOF variants with EIMFS, confirming the role of gephyrin in maintaining inhibitory signalling in the brain.

    “Heterozygous dominant negative GPHN variants cause DEEs 115 and biallelic LOF variants with EIMFS 116 , confirming the role of gephyrin in maintaining inhibitory signalling in the brain.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [115] Dejanovic, B. et al. Simultaneous impairment of neuronal and metabolic function of mutated gephyrin in a patient with epileptic encephalopathy. EMBO Mol. Med. 7, 1580–1594 (2015). source

      The Results and Discussion report one patient with infantile-onset epileptic encephalopathy and a heterozygous GPHN-G375D variant that acts dominant-negatively and impairs inhibitory signalling. The Discussion suggests that this mutation leads to seizures, but one case does not establish the broader, unqualified claim that heterozygous dominant-negative GPHN variants cause DEEs. The biallelic-variant clause has a separate citation and is not attributed to this paper. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [116] Macha, A. et al. Biallelic gephyrin variants lead to impaired GABAergic inhibition in a patient with developmental and epileptic encephalopathy. Hum. Mol. Genet. 31, 901–913 (2022). source
  • May combine two claims.

    Premisecitation

    IQSEC2 is associated with DEEs; males are more severely affected than females with de novo pathogenic variants.

    “IQSEC2 is associated with DEEs; males are more severely affected than females with de novo pathogenic variants 64,111,112 .”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [64] Epi4K Consortium & Epilepsy Phenome/Genome Project De novo mutations in epileptic encephalopathies. Nature 501, 217–221 (2013). source

      The Abstract lists IQSEC2 among genes with de novo mutations in patients with epileptic encephalopathies, supporting its connection to DEEs. Our copy does not report that males with de novo pathogenic IQSEC2 variants are more severely affected than females. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [111] Zerem, A. et al. The molecular and phenotypic spectrum of IQSEC2-related epilepsy. Epilepsia 57, 1858–1869 (2016). source
    • cites [112] Shoubridge, C., Harvey, R. J. & Dudding-Byth, T. IQSEC2 mutation update and review of the female-specific phenotype spectrum including intellectual disability and epilepsy. Hum. Mutat. 40, 5–24 (2019). source
  • May combine two claims.

    Premisecitation

    GOF and LOF GABRB3 variants cause distinct DEE phenotypes with seizure onset under 6 months in GOF and after one year in LOF groups.

    “GOF and LOF GABRB3 variants cause distinct DEE phenotypes with seizure onset under 6 months in GOF and after one year in LOF groups 73 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [73] Absalom, N. L. et al. Gain-of-function and loss-of-function GABRB3 variants lead to distinct clinical phenotypes in patients with developmental and epileptic encephalopathies. Nat. Commun. 13, 1822 (2022). source

      The Discussion describes distinct phenotypes, with GOF seizure onset typically at 1–3 months and LOF onset typically after one year. But the Results report a median LOF onset of 10.5 months, and the Discussion’s clinical flowchart uses six months or older as a LOF indicator. The claim overstates ‘after one year’ as applying to the LOF group generally. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CLN2 disease causes the recessive neurodegenerative late-infantile form of neuronal ceroid lipofuscinosis, or late-infantile Batten disease.

    “CLN2 disease causes the recessive neurodegenerative late-infantile form of neuronal ceroid lipofuscinosis, or late-infantile Batten disease 147 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [147] Nickel, M. et al. Disease characteristics and progression in patients with late-infantile neuronal ceroid lipofuscinosis type 2 (CLN2) disease: an observational cohort study. Lancet Child. Adolesc. Health 2, 582–590 (2018). source

      The Introduction identifies CLN2 disease as a late-infantile form of neuronal ceroid lipofuscinosis and describes it as autosomal recessive and neurodegenerative. It does not say CLN2 disease causes that form; it says mutations in the CLN2 gene cause CLN2 disease. Our copy also does not establish the name “late-infantile Batten disease.” (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    LOF of MECP2 leads to Rett syndrome in girls and duplication typically leads to DEE with profound impairment in boys.

    “Key genes include MECP2, a ubiquitously expressed methyl-CpG binding protein, for which LOF leads to Rett syndrome in girls and duplication typically leads to DEE with profound impairment in boys 136 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [136] Cutri-French, C. et al. Comparison of core features in four developmental encephalopathies in the Rett natural history study. Ann. Neurol. 88, 396–406 (2020). source

      The Introduction (page not provided) associates MECP2 loss of function with Rett syndrome and says MECP2 duplication causes a distinct disorder primarily affecting males. The Abstract’s Objective classifies MECP2 Duplication Disorder as a developmental encephalopathy, but the paper does not establish that it typically causes profound impairment; its Abstract Results report the lowest severity scores for that group among the four disorders compared. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Heterozygous LOF variants in SLC2A1 encoding GLUT1 cause early onset absence epilepsy, ataxia, epilepsy with myoclonic-atonic seizures, and exercise-induced dyskinesia.

    “Heterozygous LOF variants in SLC2A1 encoding GLUT1, the major glucose transporter at the blood-brain barrier, cause early onset absence epilepsy, ataxia, epilepsy with myoclonic-atonic seizures, and exercise-induced dyskinesia 93 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [93] Mullen, S. A. et al. Glucose transporter 1 deficiency as a treatable cause of myoclonic astatic epilepsy. Arch. Neurol. 68, 1152–1155 (2011). source
  • May combine two claims.

    Premisecitation

    Studies employing deep targeted sequencing in resected brain tissue highlight the role of brain-restricted somatic mosaic variants in nearly all of these genes in FCD type II, sometimes with hemimegalencephaly, with variant allele frequencies as low as 0.01%.

    “Studies employing deep targeted sequencing in resected brain tissue highlight the role of brainrestricted somatic mosaic variants in nearly all of these genes in FCD type II, sometimes with hemimegalencephaly 123 , with variant allele frequencies as low as 0.01% 130 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [123] Iffland, P. H. II, Carson, V., Bordey, A. & Crino, P. B. GATORopathies: the role of amino acid regulatory gene mutations in epilepsy and cortical malformations. Epilepsia 60, 2163–2173 (2019). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [130] Pirozzi, F. et al. Profiling PI3K-AKT-MTOR variants in focal brain malformations reveals new insights for diagnostic care. Brain 145, 925–938 (2022). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Overall, relatively few patients with DEEs are candidates for epilepsy surgery but, if a unifocal resectable lesion is identified, such as a FCD, successful surgery can be transformational.

    “Overall, relatively few patients with DEEs are candidates for epilepsy surgery but, if a unifocal resectable lesion is identified, such as a FCD, successful surgery can be transformational 166,171 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [166] Howell, K. B. et al. A population-based cost-effectiveness study of early genetic testing in severe epilepsies of infancy. Epilepsia 59, 1177–1187 (2018). source

      The Discussion reports that FCD occurred in 12% of infants with severe epilepsies of infancy and that surgery may control seizures, potentially enabling developmental acceleration. It does not establish how many patients with DEEs are surgical candidates or report surgical outcomes; its population is also narrower than DEEs generally. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [171] Kolosky, T. et al. Epilepsy surgery for children with epileptic spasms: a systematic review and meta-analysis with focus on predictors and outcomes. Epilepsia Open. 9, 1136–1147 (2024). source

      The Results identify focal cortical dysplasia (FCD) as a common etiology in the surgical studies, and the Discussion reports seizure freedom in 68.8% of carefully selected children with epileptic spasms after resective surgery. The paper does not establish that relatively few patients with DEEs are surgical candidates, and its outcomes are specific to children with epileptic spasms rather than DEEs generally. Page numbers were not available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    From diagnosis, families experience considerable grief and need intense support as the disease evolves.

    “From diagnosis, families experience considerable grief and need intense support as the disease evolves 160,161 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [160] Brett, G. R. et al. Parental experiences of ultrarapid genomic testing for their critically unwell infants and children. Genet. Med. 22, 1976–1985 (2020). source
    • cites [161] Australian Genomics Health Alliance Acute Care Flagship et al. Feasibility of ultra-rapid exome sequencing in critically Ill infants and children with suspected monogenic conditions in the australian public health care system. JAMA 323, 2503–2511 (2020). source

      The Discussion (page not available) says rapid genomic testing requires appropriate counseling in emotionally charged, rapidly evolving clinical situations, and Participant Demographics reports that genetic counselors saw 88% of families. These passages support a need for counseling around diagnosis, but they do not establish that families experience considerable grief from diagnosis or need intense support as the disease evolves. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    As one-third of patients with Dravet syndrome present with febrile status epilepticus, either a hemiclonic or generalized tonic-clonic seizure, the diagnosis of Dravet syndrome may be considered from age 6 months when development and the EEG are typically normal.

    “As one-third of patients present with febrile status epilepticus, either a hemiclonic or generalized tonicclonic seizure, the diagnosis of Dravet syndrome may be considered from age 6 months when development and the EEG are typically normal 12,158 .”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [12] Li, W., Schneider, A. L. & Scheffer, I. E. Defining Dravet syndrome: an essential pre-requisite for precision medicine trials. Epilepsia 62, 2205–2217 (2021). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [158] Claes, L. et al. De novo mutations in the sodium-channel gene SCN1A cause severe myoclonic epilepsy of infancy. Am. J. Hum. Genet. 68, 1327–1332 (2001). source

      The Introduction (p. 1) describes early seizures as often prolonged and fever-associated, with normal early development. The Phenotype section (p. 3) reports onset at 2–6 months in seven patients. Our copy does not establish that one-third present with febrile status epilepticus, describe hemiclonic presentation or normal early EEG findings, or give a diagnostic recommendation from age 6 months. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    SCN1A provides an example with Dravet syndrome arising due to LOF pathogenic variants, and GOF pathogenic variants causing a profound Early Infantile DEE with an expanded phenotypic spectrum.

    “SCN1A again provides a good example with Dravet syndrome arising due to LOF pathogenic variants 169 , and GOF pathogenic variants causing a profound Early Infantile DEE with an expanded phenotypic spectrum 32,33 .”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [169] Scheffer, I. E. & Nabbout, R. SCN1A-related phenotypes: epilepsy and beyond. Epilepsia 60, S17–S24 (2019). source
    • cites [32] Sadleir, L. G. et al. Not all SCN1A epileptic encephalopathies are Dravet syndrome: early profound Thr226Met phenotype. Neurology 89, 1035–1042 (2017). source

      The Discussion describes a distinct, profound early-infantile SCN1A developmental and epileptic encephalopathy, supporting the expanded-phenotype part of the claim. But it presents gain of function as speculation and says functional studies are needed to establish the mechanism. The Dravet loss-of-function statement is attached to a different citation. (LLM, conf=0.89)

      Experimental — accuracy not yet measured
    • cites [33] Brunklaus, A. et al. The gain of function SCN1A disorder spectrum: novel epilepsy phenotypes and therapeutic implications. Brain 145, 3816–3831 (2022). This study expands the spectrum of SCN1A DEEs associated with GOF pathogenic variants, highlighting the therapeutic implications for the GOF SCN1A diseases. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    DEEs include a wide range of epilepsy syndromes, defined by their electroclinical features and, in some cases, imaging findings.

    “DEEs include a wide range of epilepsy syndromes, defined by their electroclinical features and, in some cases, imaging findings (Figure 2) 4, 7, 10, 11, 162 .”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [4] Wirrell, E. C. et al. Methodology for classification and definition of epilepsy syndromes with list of syndromes: report of the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1333–1348 (2022). source
    • cites [7] Specchio, N. et al. International League Against Epilepsy classification and definition of epilepsy syndromes with onset in childhood: position paper by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1398–1442 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in childhood and includes DEEs. source
    • cites [10] Zuberi, S. M. et al. ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1349–1397 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in the newborn and infantile periods and includes DEEs. source
    • cites [11] Riney, K. et al. International League Against Epilepsy classification and definition of epilepsy syndromes with onset at a variable age: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1443–1474 (2022). source

      The Discussion says syndrome diagnosis relies predominantly on electroclinical presentation, and §2.4.2 describes Rasmussen syndrome diagnosis as based on clinical presentation and imaging findings. Section 2.6 identifies syndromes that can be DEEs, but this paper addresses only a small, rare group with variable age at onset; it does not establish the claim’s broader characterization of DEEs as including a wide range of syndromes. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [162] Hirsch, E. et al. ILAE definition of the idiopathic generalized epilepsy syndromes: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1475–1499 (2022). source

      The Introduction and §1.4 (Electroencephalogram; page unavailable) define idiopathic generalized epilepsy syndromes and mention DEEs only in passing. The imaging sections address those idiopathic generalized syndromes, not how DEEs are defined. Searches for DEEs and electroclinical or imaging-based definitions found no passage supporting the attributed claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Genetic DEEs are most commonly regarded as de novo dominant disorders; however, more DEE genes follow autosomal recessive than dominant inheritance, with a small number following X-linked or mitochondrial inheritance patterns.

    “Genetic DEEs are most commonly regarded as de novo dominant disorders; however, more DEE genes follow autosomal recessive than dominant inheritance, with a small number following X-linked or mitochondrial inheritance patterns 26 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [26] Oliver, K. L. et al. Genes4Epilepsy: an epilepsy gene resource. Epilepsia 64, 1368–1375 (2023). This study identified 926 known monogenic epilepsy genes in 2023 and showed that 825 genes were associated with DEEs; since publication, >1,000 genes have been listed on the publicly accessible database. source
  • May combine two claims.

    Premisecitation

    For specific DEE syndromes, appropriate management may facilitate a good outcome with the child ultimately being of normal intellect, as is common in Epilepsy with Myoclonic-Atonic Seizures.

    “For specific DEE syndromes, appropriate management may facilitate a good outcome with the child ultimately being of normal intellect, as is common in the epileptic encephalopathy of Epilepsy with Myoclonic-Atonic Seizures 7, 150 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [7] Specchio, N. et al. International League Against Epilepsy classification and definition of epilepsy syndromes with onset in childhood: position paper by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1398–1442 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in childhood and includes DEEs. source

      Section 5.1 says two thirds of children with epilepsy with myoclonic-atonic seizures have normal development before onset and that developmental stagnation or regression improves once seizures are controlled. Section 5.1.3 reports remission in two thirds and says development may return to premorbid levels, supporting the possibility of a good outcome. It also says some children have intellectual disability; it does not establish that normal intellect at outcome is common or that appropriate management ensures it. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [150] Guerrini R. et al. in Epileptic Syndromes in Infancy, Childhood and Adolesence 6th edn (eds Bureau, M. et al.) 173–188 (Libbey Eurotext, 2019).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    A recent study of rapid genome sequencing (median time from seizure onset to sequencing result of 37 days) in infants with seizures beginning under one year of age identified the genetic aetiology in 46% of 100 children, with clinical utility in 56%, prognostic counselling in 86% and genetic counselling implications in all those with a pathogenic variant.

    “Indeed, a recent study of rapid genome sequencing (median time from seizure onset to sequencing result of 37 days) in infants with seizures beginning under one year of age, identified the genetic aetiology in 46% of 100 children, with clinical utility in 56%, prognostic counselling in 86% and genetic counselling implications in all those with a pathogenic variant 157 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [157] D’Gama, A. M. et al. Evaluation of the feasibility, diagnostic yield, and clinical utility of rapid genome sequencing in infantile epilepsy (Gene-STEPS): an international, multicentre, pilot cohort study. Lancet Neurol. 22, 812–825 (2023). This international collaborative study analysed the yield of rapid genome sequencing in infants presenting with seizures in the first year of life and highlighted the utility in determining management, prognostic and reproductive counselling. source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Epilepsy syndromes are defined by their age of onset, seizure types, EEG features, developmental course, and associated features.

    “Epilepsy syndromes are defined by their age of onset, seizure types 163 , EEG features, developmental course, and associated features.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [163] Fisher, R. S. et al. Operational classification of seizure types by the International League Against Epilepsy: position paper of the ILAE Commission for Classification and Terminology. Epilepsia 58, 522–530 (2017). source
  • May combine two claims.

    Premisecitation

    The aetiology of DEEs is frequently genetic, and may be associated with normal imaging, diffuse or focal structural abnormalities such as MCD and, less commonly, metabolic features.

    “The aetiology of DEEs is frequently genetic, and may be associated with normal imaging, diffuse or focal structural abnormalities such as MCD 164,165 and, less commonly, metabolic features.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [164] Uddin, M. et al. Germline and somatic mutations in STXBP1 with diverse neurodevelopmental phenotypes. Neurol. Genet. 3, e199 (2017). source
    • cites [165] Nagarajan, L. et al. Epilepsy surgery in PCDH 19 related developmental and epileptic encephalopathy: a case report. Epilepsy Behav. Rep. 19, 100560 (2022). source
  • May combine two claims.

    Premisecitation

    The genes that cause EIMFS may follow autosomal dominant, X-linked and autosomal recessive inheritance, so an understanding of how each gene is inherited is essential when providing accurate diagnostic and genetic counselling for families.

    “The genes that cause EIMFS may follow autosomal dominant, X-linked and autosomal recessive inheritance, so an understanding of how each gene is inherited is essential when providing accurate diagnostic and genetic counselling for families 168 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [168] Burgess, R. et al. The genetic landscape of epilepsy of infancy with migrating focal seizures. Ann. Neurol. 86, 821–831 (2019). source
  • May combine two claims.

    Premisecitation

    EIMFS is highly genetically heterogeneous with >30 genes implicated and 70% of all cases having a pathogenic variant of major effect identified.

    “whereas EIMFS is highly genetically heterogeneous with >30 genes implicated and 70% of all cases having a pathogenic variant of major effect identified.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [26] Oliver, K. L. et al. Genes4Epilepsy: an epilepsy gene resource. Epilepsia 64, 1368–1375 (2023). This study identified 926 known monogenic epilepsy genes in 2023 and showed that 825 genes were associated with DEEs; since publication, >1,000 genes have been listed on the publicly accessible database. source

      The Results discuss genes associated with developmental and epileptic encephalopathies generally, and the Discussion reports a genetic diagnosis in more than 50% of patients with a DEE. Neither passage gives an EIMFS-specific gene count or a 70% diagnostic rate. Searches for EIMFS, migrating focal seizures, and the claimed figures found no passage addressing those specifics. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Mutations in the sodium channel subunit genes SCN1A, SCN2A and SCN8A cause DEEs and self-limited epilepsies, which require very different treatment approaches.

    “For example, mutations in the sodium channel subunit genes, SCN1A, SCN2A and SCN8A, cause DEEs and self-limited epilepsies, which require very different treatment approaches 10 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [10] Zuberi, S. M. et al. ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: position statement by the ILAE Task Force on Nosology and Definitions. Epilepsia 63, 1349–1397 (2022). This is one of four papers officially defining epilepsy syndromes for the International League Against Epilepsy and focuses on syndromes beginning in the newborn and infantile periods and includes DEEs. source

      The Genetics passages (page unavailable) link SCN1A to Dravet syndrome and early infantile encephalopathy, SCN2A to both self-limited epilepsy and DEE, and SCN8A to DEE. The Differential diagnosis and Dravet syndrome diagnostic-criteria passages indicate that treatment response can differ, but our copy does not establish a self-limited epilepsy associated with SCN8A or distinct treatment approaches for all three genes. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    MCD, including FCD, may be associated with a pathogenic germline or somatic variant, which may show a mutation gradient in resected brain tissue.

    “MCD, including FCD, may be associated with a pathogenic germline or somatic variant, which may show a mutation gradient in resected brain tissue.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [124] Ribierre, T. et al. Second-hit mosaic mutation in mTORC1 repressor DEPDC5 causes focal cortical dysplasia-associated epilepsy. J. Clin. Invest. 128, 2452–2458 (2018). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    Cognitive decline may indicate the need for sleep EEG studies to identify a, so far, unrecognised epileptic encephalopathy, such as DEE-SWAS or EE-SWAS.

    “Cognitive decline may indicate the need for sleep EEG studies to identify a, so far, unrecognised epileptic encephalopathy, such as DEE-SWAS or EE-SWAS 170 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [170] Viswanathan, S. et al. Solving the etiology of developmental and epileptic encephalopathy with spike-wave activation in Sleep (D/EE-SWAS). Ann Neurol. https://doi.org/10.1002/ana.27041 (2024). source
  • May combine two claims.

    Premisecitation

    A 2023 genome sequencing study of infants presenting with seizures under age 1 year identified the causal variant in 43% with immediate treatment implications in 56%, informing additional evaluation in 65% and prognostic counselling in 86%.

    “By contrast, a 2023 genome sequencing study of infants presenting with seizures under age 1 year identified the causal variant in 43% with immediate treatment implications in 56%, informing additional evaluation in 65% and prognostic counselling in 86% 157 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [157] D’Gama, A. M. et al. Evaluation of the feasibility, diagnostic yield, and clinical utility of rapid genome sequencing in infantile epilepsy (Gene-STEPS): an international, multicentre, pilot cohort study. Lancet Neurol. 22, 812–825 (2023). This international collaborative study analysed the yield of rapid genome sequencing in infants presenting with seizures in the first year of life and highlighted the utility in determining management, prognostic and reproductive counselling. source
  • May combine two claims.

    Premisecitation

    Routine genetic testing often begins with a chromosomal microarray as causative copy number variants (CNVs) are identified in at least 4% of patients with DEEs.

    “Routine genetic testing often begins with a chromosomal microarray as causative copy number variants (CNVs) are identified in at least 4% of patients with DEEs 172 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [172] Mefford, H. C. et al. Rare copy number variants are an important cause of epileptic encephalopathies. Ann. Neurol. 70, 974–985 (2011). source

      The Discussion reports clearly pathogenic CNVs in 4.1% of 315 patients with epileptic encephalopathies and suggests considering array CGH in their genetic evaluation. It does not establish that routine genetic testing often begins with a chromosomal microarray. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In that epidemiological study, a genetic or presumed genetic basis was identified in 62 (54%) patients: 14 with FCD, 17 had other brain malformations, 6 had a metabolic disorder, 9 with chromosomal disorders and 16 had a single gene disorder, and 14 with acquired brain lesions.

    “Specifically, a genetic or presumed genetic basis was identified in 62 (54%) patients: 14 with FCD, 17 had other brain malformations, 6 had a metabolic disorder, 9 with chromosomal disorders and 16 had a single gene disorder, and 14 with acquired brain lesions 8, 166 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [8] Howell, K. B. et al. The severe epilepsy syndromes of infancy: a population-based study. Epilepsia 62, 358–370 (2021). source
    • cites [166] Howell, K. B. et al. A population-based cost-effectiveness study of early genetic testing in severe epilepsies of infancy. Epilepsia 59, 1177–1187 (2018). source

      The Results > Etiology section reports 62 infants (54%) with genetic or presumed genetic etiologies and gives the stated counts for FCD, other brain malformations, metabolic disorders, chromosomal abnormalities, and single-gene disorders. It separately classifies 14 infants as having acquired brain injury; they are not part of the 62 with genetic or presumed genetic etiologies. (LLM, conf=0.92)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationreasoning

    Parental mosaicism places parents at an increased risk of having a second child with a DEE, as a small population of their sperm or ova carry the pathogenic variant.

    “Parental mosaicism places parents at an increased risk of having a second child with a DEE, as a small population of their sperm or ova carry the pathogenic variant.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [175] Myers, C. T. et al. Parental mosaicism in “de novo” epileptic encephalopathies. N. Engl. J. Med. 378, 1646–1648 (2018). This study found that 8% of patients with a DEE thought to have a de novo pathogenic variant had a parent who was mosaic for their pathogenic variant, carrying significant reproductive counselling implications. source

      The TO THE EDITOR section links parental mosaicism to recurrence risk and reports affected siblings who shared a proband’s mutation. It says the authors tested blood or saliva to infer gonadal mosaicism, not sperm or ova. The claim’s explanation that a small population of gametes carries the variant is therefore more definite than the paper’s evidence. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Mosaic pathogenic CNVs are increasingly identified, with a greater yield from salivary DNA than from blood-derived DNA, as salivary epithelial cells are embryologically closer to neural cells, deriving from ectoderm, compared with lymphocytes.

    “Mosaic pathogenic CNVs are increasingly identified, with a greater yield from salivary DNA than from blood-derived DNA, as salivary epithelial cells are embryologically closer to neural cells, deriving from ectoderm, compared with lymphocytes 173 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [173] Francis, D. I. et al. Comparing saliva and blood for the detection of mosaic genomic abnormalities that cause syndromic intellectual disability. Eur. J. Hum. Genet. 31, 521–525 (2022). source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Randomised placebo-controlled trials (RCTs) of cannabidiol demonstrated efficacy in Dravet syndrome, LGS and TSC, with significant median percent reductions in target seizures compared with placebo of 38.9%, 41.9% and 48.6%.

    “Randomised placebo-controlled trials (RCTs) of cannabidiol demonstrated efficacy in Dravet syndrome, LGS and TSC, with significant median percent reductions in target seizures compared with placebo of 38.9% 188 , 41.9% 189 and 48.6% 190 .”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [188] Devinsky, O. et al. Trial of cannabidiol for drug-resistant seizures in the Dravet syndrome. N. Engl. J. Med. 376, 2011–2020 (2017). This is a key randomized controlled trial of cannabidiol in epilepsy showing that it is effective in Dravet syndrome, moving from anecdotal reports of the efficacy of cannabidiol to class I evidence for its use in DEE. source
    • cites [189] Devinsky, O. et al. Effect of cannabidiol on drop seizures in the Lennox–Gastaut syndrome. N. Engl. J. Med. 378, 1888–1897 (2018). source
    • cites [190] Thiele, E. A. et al. Add-on cannabidiol treatment for drug-resistant seizures in tuberous sclerosis complex: a placebo-controlled randomized clinical trial. JAMA Neurol. 78, 285–292 (2021). source

      The Results > Primary Outcome section reports a 48.6% reduction from baseline in target seizures for the 25 mg/kg/day cannabidiol group, versus 26.5% for placebo, supporting efficacy in TSC. But 48.6% is not the reduction relative to placebo, which the paper reports as 30.1%; the reported median reduction in a sensitivity analysis is 43.4%, not 48.6%. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Trials targeting specific channelopathies are being developed: potent selective potassium channel openers, retigabine and ezogabine, for KCNQ2-DEE; a powerful, highly selective Nav1.6 inhibitor for SCN8A-DEE, and a selective GluN2B negative allosteric modulator, radiprodil, for GRIN2B GOF DEE.

    “Trials targeting specific channelopathies are being developed: potent selective potassium channel openers, retigabine and ezogabine, for KCNQ2-DEE; a powerful, highly selective Nav1.6 inhibitor for SCN8A-DEE 186 , and a selective GluN2B negative allosteric modulator, radiprodil, for GRIN2B GOF DEE 187 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [186] Bialer, M. et al. Progress report on new antiepileptic drugs: a summary of the Sixteenth Eilat Conference on New Antiepileptic Drugs and Devices (EILAT XVI): I. Drugs in preclinical and early clinical development. Epilepsia 63, 2865–2882 (2022). source
    • cites [187] Mullier, B. et al. GRIN2B gain of function mutations are sensitive to radiprodil, a negative allosteric modulator of GluN2B-containing NMDA receptors. Neuropharmacology 123, 322–331 (2017). source

      Split into 3 atoms — 0 confirmed, 3 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In a 2021 observational study in 293 patients with genetic epilepsies, treatment changes were undertaken because of the genetic findings in 32%, including rational precision medicine treatment or a treatment change prompted by the genetic diagnosis, but not directly related to known pathophysiological mechanisms.

    “In a 2021 observational study in 293 patients with genetic epilepsies, treatment changes were undertaken because of the genetic findings in 32%, including rational precision medicine treatment or a treatment change prompted by the genetic diagnosis, but not directly related to known pathophysiological mechanisms 183 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [183] Balestrini, S. et al. Real-life survey of pitfalls and successes of precision medicine in genetic epilepsies. J. Neurol. Neurosurg. Psychiatry 92, 1044–1052 (2021). source
  • May combine two claims.

    Interpretationcitation

    As genomic DEE episignatures are identified, testing may clarify the pathogenicity of variants of unknown significance and identify other pathogenic variants with imprinting and repeat expansion disorders.

    “As genomic DEE episignatures are identified, testing may clarify the pathogenicity of variants of unknown significance and identify other pathogenic variants with imprinting and repeat expansion disorders 142, 179 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [142] LaFlamme, C. W. et al. Diagnostic utility of DNA methylation analysis in genetically unsolved pediatric epilepsies and CHD2 episignature refinement. Nat. Commun. 15, 6524 (2024). source

      The Introduction and Results section on episignature screening say that episignatures can help resolve variants of uncertain significance; the Results section on rare outlier DMRs reports detecting underlying repeat expansions. The paper mentions genomic imprinting as a methylation mechanism and annotates imprinting control centers in its Methods, but our copy does not report identifying pathogenic variants in imprinting disorders. Repeat-expansion detection also came from outlier DMR analysis, not episignature screening. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [179] Levy, M. A. et al. Functional correlation of genome-wide DNA methylation profiles in genetic neurodevelopmental disorders. Hum. Mutat. 43, 1609–1628 (2022). source

      Section 4.1 says episignature analysis can be used as a reflex test for a variant of unknown significance, supporting its potential to help clarify a variant’s significance. The cited paper does not establish the claim about identifying pathogenic variants in imprinting or repeat-expansion disorders, or address DEE episignatures specifically. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Parents with mosaic levels <13% were unaffected and those with higher levels had febrile seizures or epilepsy.

    “Parents with mosaic levels <13% were unaffected and those with higher levels had febrile seizures or epilepsy.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [175] Myers, C. T. et al. Parental mosaicism in “de novo” epileptic encephalopathies. N. Engl. J. Med. 378, 1646–1648 (2018). This study found that 8% of patients with a DEE thought to have a de novo pathogenic variant had a parent who was mosaic for their pathogenic variant, carrying significant reproductive counselling implications. source

      The TO THE EDITOR section reports that mosaicism levels broadly correlated with disease severity among four affected parents and that six families with unaffected parents had parental mosaicism. It does not establish a 13% cutoff separating unaffected parents from those with febrile seizures or epilepsy; 12.9% is reported as the mean mosaicism level, not a threshold. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Gene panels have been extensively used but only capture a subset of all >900 DEE genes, thereby failing to identify causative variants in genes that have not been sequenced.

    “Gene panels have been extensively used but only capture a subset of all >900 DEE genes, thereby failing to identify causative variants in genes that have not been sequenced 26 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [26] Oliver, K. L. et al. Genes4Epilepsy: an epilepsy gene resource. Epilepsia 64, 1368–1375 (2023). This study identified 926 known monogenic epilepsy genes in 2023 and showed that 825 genes were associated with DEEs; since publication, >1,000 genes have been listed on the publicly accessible database. source

      The Introduction says epilepsy gene panels are routine diagnostic tests and that differences between panels could lead to missed genetic diagnoses. The Results report that clinical panels contain 144–511 genes, supporting the claim that each covers only a subset. But the paper reports 825 genes associated with a DEE phenotype out of 926 curated monogenic epilepsy genes—not more than 900 DEE genes (Results, “Monogenic epilepsy genes and insights”; page unavailable). (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Next generation sequencing has transformed our understanding of the aetiologies of the DEEs, enabling identification of their cause in 50% of patients.

    “Next generation sequencing has transformed our understanding of the aetiologies of the DEEs, enabling identification of their cause in 50% of patients 166,167 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [166] Howell, K. B. et al. A population-based cost-effectiveness study of early genetic testing in severe epilepsies of infancy. Epilepsia 59, 1177–1187 (2018). source

      The Introduction describes next-generation sequencing as a way to investigate many genes, and the Results (Economic modelling) show that adding targeted whole-exome sequencing increased diagnostic yield in infants with severe epilepsy. But the model’s 56% figure is the yield of an entire diagnostic pathway, not the proportion diagnosed by sequencing; the Results (Etiology) report a 32% yield for non-chromosomal genetic testing among infants investigated after epilepsy onset. The paper therefore supports sequencing’s diagnostic value, but not the claim that it identifies the cause in 50% of patients with DEEs. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [167] Palmer, E. E. et al. Integrating exome sequencing into a diagnostic pathway for epileptic encephalopathy: evidence of clinical utility and cost effectiveness. Mol. Genet. Genom. Med. 6, 186–199 (2018). source

      The Results (Diagnostic yield) report a 50% yield—16 of 32 patients—for the study’s trio exome-sequencing arm, and the Discussion links sequencing to identifying genetic causes of epileptic encephalopathy. The claim extends that cohort-specific result to patients with DEEs generally; the Introduction instead describes a 20%–40% improvement in diagnostic yield across prior studies. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    A 2023 genome analysis of infants with seizures beginning in the first year of life identified a genetic cause in 43% of 100 infants, and all had implications for disease management.

    “A 2023 genome analysis of infants with seizures beginning in the first year of life identified a genetic cause in 43% of 100 infants, and all had implications for disease management 157 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [157] D’Gama, A. M. et al. Evaluation of the feasibility, diagnostic yield, and clinical utility of rapid genome sequencing in infantile epilepsy (Gene-STEPS): an international, multicentre, pilot cohort study. Lancet Neurol. 22, 812–825 (2023). This international collaborative study analysed the yield of rapid genome sequencing in infants presenting with seizures in the first year of life and highlighted the utility in determining management, prognostic and reproductive counselling. source

      The Results report genetic diagnoses in 43 of 100 infants with new-onset epilepsy. They report clinical utility for 42 of the 43 diagnosed infants, with treatment affected in 24; all families received genetic counselling. Thus, the claim that all diagnoses had implications for disease management overstates the finding. (LLM, conf=0.91)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Treatment-emergent adverse events occurred in 43 of 50 (86%) patients in the ganaxolone group and in 45 of 51 (88%) patients in the placebo group.

    “Treatment-emergent adverse events occurred in 43 of 50 (86%) patients in the ganaxolone group and in 45 of 51 (88%) patients in the placebo group 192 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [192] Knight, E. M. P. et al. Safety and efficacy of ganaxolone in patients with CDKL5 deficiency disorder: results from the double-blind phase of a randomised, placebo-controlled, phase 3 trial. Lancet Neurol. 21, 417–427 (2022). source
  • May combine two claims.

    Premisecitation

    The higher dose of fenfluramine was associated with a significantly greater likelihood of achieving a >50% (68% versus 12% placebo) and a >75% reduction (50% versus 2% placebo) in convulsive seizure frequency.

    “The higher dose of fenfluramine was associated with a significantly greater likelihood of achieving a >50% (68% versus 12% placebo) and a >75% reduction (50% versus 2% placebo) in convulsive seizure frequency.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [197] Lagae, L. et al. Fenfluramine hydrochloride for the treatment of seizures in Dravet syndrome: a randomised, double-blind, placebo-controlled trial. Lancet 394, 2243–2254 (2019). This randomized controlled trial showed that fenfluramine is highly efficacious in Dravet syndrome, highlighting that trials targeting a repurposed drug in specific epilepsy syndrome can offer major improvements in clinical care. source
  • May combine two claims.

    Premisecitation

    The SCB topiramate can be useful in Dravet syndrome, whereas others, such as lamotrigine and phenytoin, may exacerbate seizures in some patients and be helpful in others.

    “However, the SCB topiramate can be useful in Dravet syndrome 181 , whereas others, such as lamotrigine and phenytoin, may exacerbate seizures in some patients and be helpful in others 208,209 .”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [181] Wirrell, E. C. et al. International consensus on diagnosis and management of Dravet syndrome. Epilepsia 63, 1761–1777 (2022). source

      The Results section (page unavailable) says lamotrigine can exacerbate seizures but may have a limited role in adults with refractory Dravet syndrome. It also says phenytoin may help in status epilepticus, but does not say that phenytoin exacerbates seizures in some patients. The topiramate clause has a separate citation and is not assessed here. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [208] Dalic, L., Mullen, S. A., Roulet Perez, E. & Scheffer, I. Lamotrigine can be beneficial in patients with Dravet syndrome. Dev. Med. Child. Neurol. 57, 200–202 (2015). source

      The Abstract reports that lamotrigine has been associated with seizure exacerbation but reduced seizures in the three patients described. It lists phenytoin among drugs that worsen seizures; it does not say phenytoin can help some patients. The topiramate statement has a separate citation and is not assessed here. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [209] Zographos, G. A., Russ-Hall, S. J. & Scheffer, I. E. Does long-term phenytoin have a place in Dravet syndrome? Ann. Clin. Transl. Neurol. 9, 2036–2040 (2022). source
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    The severity of epilepsy in patients with DEEs should not reduce the focus on comorbidities as cognitive, psychiatric (such as ASD, anxiety, mood and behavioural disorders, psychosis), motor and medical disorders occur frequently.

    “The severity of epilepsy in patients with DEEs should not reduce the focus on comorbidities as cognitive, psychiatric (such as ASD, anxiety, mood and behavioural disorders, psychosis), motor and medical disorders occur frequently 110,152,153,156,215 .”
    Quote in the paperSubstantial claim4 of 5 sources checked
    • cites [110] Vlaskamp, D. R. M. et al. SYNGAP1 encephalopathy: a distinctive generalized developmental and epileptic encephalopathy. Neurology 92, E96–E107 (2019). source

      The Results (Neurodevelopment and behavioral issues) report frequent intellectual disability, behavioral problems, and ASD; the Discussion also identifies ataxia as a common comorbidity of SYNGAP1-DEE. The paper studies SYNGAP1-DEE specifically, not DEEs generally, and the passages do not establish that anxiety, mood disorders, or psychosis occur frequently. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [152] Stamberger, H. et al. NEXMIF encephalopathy: an X-linked disorder with male and female phenotypic patterns. Genet. Med. 23, 363–373 (2021). source

      The Discussion (p. 9) reports frequent cognitive impairment, ASD or autistic features, behavioral problems, and motor and medical comorbidities in patients with NEXMIF encephalopathy. It does not establish that these comorbidities occur frequently across DEEs generally, or report anxiety, mood disorders, and psychosis as frequent in its cohort. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [153] Vlaskamp, D. R. M. et al. Schizophrenia is a later-onset feature of PCDH19 girls clustering epilepsy. Epilepsia 60, 429–440 (2019). source

      The Discussion and Conclusions (pages not supplied) support continued attention to psychiatric comorbidities in PCDH19 Girls Clustering Epilepsy: behavioral problems and ASD can be disabling even after seizures abate, and the authors recommend routine monitoring for later-onset schizophrenia. The paper does not establish that cognitive, psychiatric, motor, and medical disorders all occur frequently across patients with DEEs generally. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [156] Skluzacek, J. V., Watts, K. P., Parsy, O., Wical, B. & Camfield, P. Dravet syndrome and parent associations: the IDEA League experience with comorbid conditions, mortality, management, adaptation, and grief. Epilepsia 52, 95–101 (2011). source

      The Comorbid conditions section (p. 2) reports autism-spectrum characteristics, developmental slowing and behavior problems in children with Dravet syndrome; the Discussion (p. 5) calls for integrated care addressing developmental, orthopedic and other medical needs. The paper supports continued attention to comorbidities despite severe epilepsy, but it studies Dravet syndrome rather than DEEs generally and does not establish that anxiety, mood disorders or psychosis occur frequently. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [215] Villas, N., Meskis, M. A. & Goodliffe, S. Dravet syndrome: characteristics, comorbidities, and caregiver concerns. Epilepsy Behav. 74, 81–86 (2017). source
  • May combine two claims.

    Premisecitation

    Subsequent studies of fenfluramine in Dravet syndrome demonstrated dose-dependent clinically meaningful effects on regulating behaviour, emotion, cognition, and everyday executive functions in preschool age and sustained efficacy and safety in children, adolescents and adults in real-world practice.

    “Subsequent studies of fenfluramine in Dravet syndrome demonstrated dosedependent clinically meaningful effects on regulating behaviour, emotion, cognition, and everyday executive functions in preschool age 199 and sustained efficacy and safety in children, adolescents and adults in real-world practice 200,201 .”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [199] Bishop, K. I. et al. Fenfluramine treatment is associated with improvement in everyday executive function in preschool-aged children (<5 years) with Dravet syndrome: a critical period for early neurodevelopment. Epilepsy Behav. 138, 108994 (2023). source
    • cites [200] Specchio, N. et al. Efficacy and safety of fenfluramine hydrochloride for the treatment of seizures in Dravet syndrome: a real-world study. Epilepsia 61, 2405–2414 (2020). source
    • cites [201] Guerrini, R. et al. An examination of the efficacy and safety of fenfluramine in adults, children, and adolescents with Dravet syndrome in a real-world practice setting: a report from the Fenfluramine European Early Access Program. Epilepsia Open. 7, 578–587 (2022). source
  • May combine two claims.

    Premisecitation

    In this RCT, responder rates were greater with higher-dose everolimus than with placebo; however, they were perhaps less compelling than one might expect for a precision therapy (40% vs 15.1%, p<0.0001).

    “In this RCT, responder rates were greater with higher-dose everolimus than with placebo; however, they were perhaps less compelling than one might expect for a precision therapy (40% vs 15.1%, p<0.0001) 131 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [131] French, J. A. et al. Adjunctive everolimus therapy for treatment-resistant focal-onset seizures associated with tuberous sclerosis (EXIST-3): a phase 3, randomised, double-blind, placebo-controlled study. Lancet 388, 2153–2163 (2016). This randomized controlled trial analysed the efficacy of an mTOR inhibitor for drug-resistant focal epilepsy in tuberous sclerosis, showing that a precision therapy approach is efficacious for this disease. source
  • May combine two claims.

    Premisecitation

    Pre-hospital benzodiazepine administration may be effective in controlling repetitive seizures or status epilepticus and avoid hospitalization.

    “Pre-hospital benzodiazepine administration may be effective in controlling repetitive seizures or status epilepticus and avoid hospitalization 212,213 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [212] Kienitz, R. et al. Benzodiazepines in the management of seizures and status epilepticus: a review of routes of delivery, pharmacokinetics, efficacy, and tolerability. CNS Drugs 36, 951–975 (2022). source

      The Key Points (page unavailable) describe benzodiazepine delivery in pre-hospital settings, and the Midazolam section says newer formulations are used to treat prolonged seizures, seizure clusters and status epilepticus. Our copy does not say that pre-hospital treatment can avoid hospitalization; searches for hospitalization and hospital admission did not establish that outcome. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [213] Penovich, P. E., Rao, V. R., Long, L., Carrazana, E. & Rabinowicz, A. L. Benzodiazepines for the treatment of seizure clusters. CNS Drugs 38, 125–140 (2024). source

      The Introduction identifies seizure clusters as acute repetitive seizures, and the Conclusion says community-administered nasal rescue treatment can help control clusters and potentially reduce reliance on emergency services. Treating Seizure Clusters says rescue medication may reduce the onset of status epilepticus and the need for emergency transport. The paper does not establish that pre-hospital treatment controls status epilepticus once it has begun or avoids hospitalization specifically. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In contrast to most RCTs, the clinical response increased over time as measured in the open-label extension study of patients on everolimus for ≥48 weeks, postulated to be due to a disease-modifying effect.

    “In contrast to most RCTs, the clinical response increased over time as measured in the open-label extension study of patients on everolimus for ≥48 weeks, postulated to be due to a disease-modifying effect 204 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [204] Franz, D. N. et al. Everolimus for treatment-refractory seizures in TSC: extension of a randomized controlled trial. Neurol. Clin. Pract. 8, 412–420 (2018). source

      The Results report that response rates increased from 31% at week 18 to 46.6% at one year and 57.7% at two years. The introduction says seizure improvement might increase over time because everolimus addresses the underlying pathophysiology of TSC, and states that all patients had completed at least 48 weeks of the extension phase. Our copy does not establish the comparison with most RCTs. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Studies typically incorporate several validated questionnaires to assess different aspects of HRQOL, such as the Epilepsy & Learning Disability Quality of Life Questionnaire, the Impact of Pediatric Epilepsy Scale, the Pediatric Quality of Life Inventory, the Parental Stress Index and the Strength and Difficulties Questionnaire.

    “Studies typically incorporate several validated questionnaires to assess different aspects of HRQOL, such as the Epilepsy & Learning Disability Quality of Life Questionnaire 220 , the Impact of Pediatric Epilepsy Scale 221 , the Pediatric Quality of Life Inventory 222 , the Parental Stress Index 223 and the Strength and Difficulties Questionnaire 224 .”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [220] Buck, D., Smith, M., Appleton, R., Baker, G. A. & Jacoby, A. The development and validation of the Epilepsy and Learning Disabilities Quality of Life (ELDQOL) scale. Epilepsy Behav. 10, 38–43 (2007). source
    • cites [221] Camfield, C., Breau, L. & Camfield, P. Impact of pediatric epilepsy on the family: a new scale for clinical and research use. Epilepsia 42, 104–112 (2001). source
    • cites [222] Varni, J. W., Seid, M. & Rode, C. A. The PedsQL: measurement model for the pediatric quality of life inventory. Med. Care 37, 126–139 (1999). source
  • May combine two claims.

    Premisecitation

    The most responsive seizure type was the generalized tonic-clonic seizure (GTCS) in 120 of 263 [46%] patients, with a decrease in frequency of 45.7% and 58.2% in the higher and lower dose groups, respectively.

    “The most responsive seizure type was the generalized tonic-clonic seizure (GTCS) in 120 of 263 [46%] patients, with a decrease in frequency of 45.7% and 58.2% in the higher and lower dose groups, respectively.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [202] Knupp, K. G. et al. Efficacy and safety of fenfluramine for the treatment of seizures associated with Lennox–Gastaut syndrome: a randomized clinical trial. JAMA Neurol. 79, 554–564 (2022). source
  • May combine two claims.

    Premisecitation

    Identification of the efficacy of fenfluramine in Dravet syndrome followed the observation that it was particularly beneficial in children with drug-resistant, self-induced photosensitive epilepsy, resulting in seizure freedom in 7 of 12 patients with Dravet syndrome in one study.

    “Identification of the efficacy of fenfluramine in Dravet syndrome followed the observation that it was particularly beneficial in children with drug-resistant, self-induced photosensitive epilepsy 195 , resulting in seizure freedom in 7 of 12 patients with Dravet syndrome in one study 196 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [195] Casaer, P. & Boel, M. Fenfluramine as a potential antiepileptic drug. Epilepsia 43, 205–206 (2002). source
    • cites [196] Ceulemans, B. et al. Successful use of fenfluramine as an add-on treatment for Dravet syndrome. Epilepsia 53, 1131–1139 (2012). source
  • May combine two claims.

    Premisecitation

    Classification of DEEs into syndromes has enabled condition-specific patient advocacy groups to form, facilitating research participation of carers.

    “Classification of DEEs into syndromes has enabled condition-specific patient advocacy groups to form, facilitating research participation of carers 215,219 .”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [215] Villas, N., Meskis, M. A. & Goodliffe, S. Dravet syndrome: characteristics, comorbidities, and caregiver concerns. Epilepsy Behav. 74, 81–86 (2017). source
    • cites [219] Chemaly, N. et al. A European pilot study in Dravet syndrome to delineate what really matters for the patients and families. Epilepsia Open. 9, 388–396 (2021). source

      The Methods (Survey development and Participants; page unavailable) name three Dravet syndrome patient advocacy groups and describe recruiting caregivers through association meetings and an online survey. This supports the groups’ role in carers’ research participation, but the paper does not say that classifying DEEs into syndromes enabled those groups to form. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The open-label extension phase of this study, in which 142 patients completed their final visit after 12 months, confirmed GTCS to be the most responsive seizure type, with median reductions over the entire extension period of 48.8%, whereas tonic seizures reduced by 35.8%.

    “The open-label extension phase of this study, in which 142 patients completed their final visit after 12 months 203 , confirmed GTCS to be the most responsive seizure type, with median reductions over the entire extension period of 48.8%, whereas tonic seizures reduced by 35.8%.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [203] Knupp, K. G. et al. Fenfluramine provides clinically meaningful reduction in frequency of drop seizures in patients with Lennox–Gastaut syndrome: interim analysis of an open-label extension study. Epilepsia 64, 139–151 (2023). source
  • May combine two claims.

    Premisecitation

    Different genetic DEEs have different risks of convulsive and non-convulsive status epilepticus and death; understanding these risks informs diagnosis, prognostic counselling and management strategies.

    “Different genetic DEEs have different risks of convulsive and non-convulsive status epilepticus and death 19 ; understanding these risks informs diagnosis, prognostic counselling and management strategies.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [19] Donnan, A. M., Schneider, A. L., Russ-Hall, S., Churilov, L. & Scheffer, I. E. Rates of status epilepticus and sudden unexplained death in epilepsy in people with genetic developmental and epileptic encephalopathies. Neurology 100, e1712–e1722 (2023). This study examined the frequency of convulsive and non-convulsive status epilepticus and mortality rates in different genetic DEEs, informing counselling of families, diagnosis and clinical management. source
  • Classified as probably not a substantial claim.

    Premisecitation

    Polygenic risk scores for longevity and intellect in a relatively small cohort of adults with Dravet syndrome provide the first insights into the role of common variation in explaining these phenotypic features.

    “This study employs polygenic risk scores for longevity and intellect in a relatively small cohort of adults with Dravet syndrome, providing the first insights into the role of common variation in explaining these phenotypic features.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [245] Balestrini, S. et al. A registry for Dravet syndrome: the Italian experience. Epilepsia Open. 8, 517–534 (2023). source

      The Methods (Statistical analysis) describe comparisons of clinical visits and calculation of mortality rates, while the Results report cognitive outcomes. Searches for polygenic risk scores, longevity and intellect, and common variation found no passage describing a polygenic analysis or its findings. (LLM, conf=0.77)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Although 90% of adults with TSC remained on anti-seizure medication, almost 40% did not have neurological follow-up.

    “Although 90% of adults with TSC remained on anti-seizure medication, almost 40% did not have neurological follow-up 231”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [231] Bar, C. et al. Experience of follow-up, quality of life, and transition from pediatric to adult healthcare of patients with tuberous sclerosis complex. Epilepsy Behav. 96, 23–27 (2019). source

      The Discussion reports that 90% of the study patients still received antiepileptic therapy and almost 40% lacked regular follow-up by a neurologist. The claim omits “regular” and applies the figures to adults with TSC generally, whereas the study concerned adults with TSC who developed epilepsy during childhood (Discussion). (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    It is unclear whether differences in severity of cognitive impairment among family members with the same SCN1A pathogenic variant, where one individual has Dravet syndrome and another has GEFS+, is due to genomic background, environmental factors or more severe seizures in the individual with Dravet syndrome.

    “It is also unclear whether differences in severity of cognitive impairment among family members with the same SCN1A pathogenic variant, where one individual has Dravet syndrome and another has GEFS+, is due to genomic background, environmental factors or more severe seizures in the individual with Dravet syndrome 244 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [244] Martins Custodio, H. et al. Widespread genomic influences on phenotype in Dravet syndrome, a ‘monogenic’ condition. Brain 146, 3885–3897 (2023). This study employed polygenic risk scores for longevity and intellect in a relatively small cohort of adults with Dravet syndrome, providing the first insights into the role of common variation in explaining these phenotypic features. source

      The Introduction says that relatives with the same SCN1A variant can have GEFS+ or Dravet syndrome, and the Results (PRS analyses) say that cognitive phenotypes can vary within families and that factors affecting cognition are debated. The paper considers genomic background, but these passages do not specifically identify environmental factors or more severe seizures as competing explanations for the cognitive difference between those relatives. Page numbers were not provided in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Parents of children with LGS, the vast majority mothers, reported constant anxiety, difficulties in accessing childcare, restriction of social life and poor mental health.

    “Parents of children with LGS, the vast majority mothers, reported constant anxiety, difficulties in accessing childcare, restriction of social life and poor mental health 229,230 .”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [229] Gallop, K. et al. Lennox–Gastaut syndrome (LGS): development of conceptual models of health-related quality of life (HRQL) for caregivers and children. Seizure 19, 23–30 (2010). source
    • cites [230] Strzelczyk, A., Zuberi, S. M., Striano, P., Rosenow, F. & Schubert-Bast, S. The burden of illness in Lennox–Gastaut syndrome: a systematic literature review. Orphanet J. Rare Dis. 18, 42 (2023). source

      The Results section on health-related quality of life reports anxiety in 58% of LGS parent caregivers, below-average mental-health scores, and social impacts. It does not say the anxiety was constant, that the vast majority of parents were mothers, or that they had difficulty accessing childcare. Page numbers are not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Carers of children with Dravet syndrome are more likely to resign from employment, resulting in greater financial burden for the caregiver's family.

    “and are more likely to resign from employment resulting in greater financial burden for the caregiver's family 228 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [228] Strzelczyk, A. et al. A multicenter, matched case-control analysis comparing burden-of-illness in Dravet syndrome to refractory epilepsy and seizure remission in patients and caregivers in Germany. Epilepsia 60, 1697–1710 (2019). source

      Section 3.6 reports that mothers caring for patients with Dravet syndrome were more likely to quit work than those in the comparison groups, and that caregivers in the Dravet group had the highest estimated lost productivity. Section 2.3 says these indirect costs were calculated from a societal perspective; the paper does not establish the resulting financial burden on individual caregivers’ families. Page numbers are not available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Dosing of gene therapy requires a delicate balance to ensure that a GOF phenotype is not turned into a LOF phenotype, as many genes demonstrate severe phenotypes with both types of dysfunction.

    “Dosing is an important issue, which requires a delicate balance to ensure that a GOF phenotype is not turned into a LOF phenotype, as many genes demonstrate severe phenotypes with both types of dysfunction 34 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] Wolff, M. et al. Genetic and phenotypic heterogeneity suggest therapeutic implications in SCN2A-related disorders. Brain 140, 1316–1336 (2017). source

      The Functional studies section (p. 13) identifies both gain-of-function and loss-of-function SCN2A mutations in children with epilepsy. The Seizure outcome and treatment effects section (p. 17) discusses possible seizure aggravation when sodium-channel blockers further reduce activity in a loss-of-function disorder. The paper does not address gene-therapy dosing or show that treatment can turn a gain-of-function phenotype into a loss-of-function phenotype; its evidence concerns SCN2A rather than many genes. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Rapid genome sequencing in infants presenting with seizures in the first year of life has utility in determining management, prognostic and reproductive counselling.

    “This international collaborative study analysed the yield of rapid genome sequencing in infants presenting with seizures in the first year of life and highlighted the utility in determining management, prognostic and reproductive counselling.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [157] D’Gama, A. M. et al. Evaluation of the feasibility, diagnostic yield, and clinical utility of rapid genome sequencing in infantile epilepsy (Gene-STEPS): an international, multicentre, pilot cohort study. Lancet Neurol. 22, 812–825 (2023). This international collaborative study analysed the yield of rapid genome sequencing in infants presenting with seizures in the first year of life and highlighted the utility in determining management, prognostic and reproductive counselling. source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    The ILAE definition of an epileptic encephalopathy is that the epileptic activity itself contributes to severe cognitive and, sometimes, behavioural impairment, beyond what might be expected from the underlying pathology alone, and that these can worsen over time.

    “The International League Against Epilepsy's (ILAE) definition of an epileptic encephalopathy is that the epileptic activity itself contributes to severe cognitive and, sometimes, behavioural impairment, beyond what might be expected from the underlying pathology alone, and that these can worsen over time 1 .”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [1] Berg, A. T. et al. Revised terminology and concepts for organization of seizures and epilepsies: report of the ILAE Commission on Classification and Terminology, 2005-2009. Epilepsia 51, 676–685 (2010). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lennox-Gastaut syndrome (LGS) was defined in 1945 on the basis of tonic and atypical absence seizures, intellectual disability and slow spike-wave on EEG.

    “One of the best examples is Lennox-Gastaut syndrome (LGS), defined in 1945 on the basis of tonic and atypical absence seizures, intellectual disability and slow spike-wave on EEG 5,6 .”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [5] Lennox, W. G. The petit mal epilepsies; their treatment with tridione. J. Am. Med. Assoc. 129, 1069–1074 (1945). source
    • cites [6] Gastaut, H. et al. Childhood epileptic encephalopathy with diffuse slow spike-waves (otherwise known as “petit mal variant”) or Lennox syndrome. Epilepsia 7, 139–179 (1966). source
  • May combine two claims.

    Premisecitation

    Although cardiac dysfunction as evidenced by altered heart rate variability has been shown in Dravet syndrome, there is no definite evidence that the high SUDEP rate has a cardiac basis.

    “Although cardiac dysfunction as evidenced by altered heart rate variability has been shown in Dravet syndrome, there is no definite evidence that the high SUDEP rate has a cardiac basis 21 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Myers, K. A. et al. Heart rate variability in epilepsy: a potential biomarker of sudden unexpected death in epilepsy risk. Epilepsia 59, 1372–1380 (2018). source
  • May combine two claims.

    Premisecitation

    From the first identification of epilepsy genes, CHRNA4, KCNQ2 and SCN1B using family studies in the 1990s, genetic discoveries have shed light on disease mechanisms.

    “From the first identification of epilepsy genes, CHRNA4, KCNQ2 and SCN1B using family studies in the 1990s, genetic discoveries have shed light on disease mechanisms [22][23][24][25] .”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [22] Steinlein, O. K. et al. A missense mutation in the neuronal nicotinic acetylcholine receptor α4 subunit is associated with autosomal dominant nocturnal frontal lobe epilepsy. Nat. Genet. 11, 201–203 (1995). source
    • cites [23] Biervert, C. et al. A potassium channel mutation in neonatal human epilepsy. Science 279, 403–406 (1998). source
    • cites [24] Singh, N. A. et al. A novel potassium channel gene, KCNQ2, is mutated in an inherited epilepsy of newborns. Nat. Genet. 18, 25–29 (1998). source
  • May combine two claims.

    Premisecitation

    Variants affecting GluN2B, encoded by GRIN2B, cause intellectual disability and/or autism spectrum disorder (ASD) in all patients with a range of DEEs, including IESS, and a hyperkinetic movement disorder.

    “Variants affecting GluN2B, encoded by GRIN2B, cause intellectual disability and/or autism spectrum disorder (ASD) in all patients with a range of DEEs, including IESS 83,84 , and a hyperkinetic movement disorder.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [83] Endele, S. et al. Mutations in GRIN2A and GRIN2B encoding regulatory subunits of NMDA receptors cause variable neurodevelopmental phenotypes. Nat. Genet. 42, 1021–1026 (2010). source
    • cites [84] Platzer, K. & Lemke, J. R. GRIN2B-Related Neurodevelopmental Disorder (GeneReviews, 2021).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    A recent Phase 2A trial in 24 children with LOF GRIN variants showed substantial improvements in motor function and improved seizures in one patient.

    “A recent Phase 2A trial in 24 children with LOF GRIN variants showed substantial improvements in motor function and improved seizures in one patient 92 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [92] Julia-Palacios, N. et al. L-serine treatment in patients with GRIN-related encephalopathy: a phase 2A, non-randomized study. Brain 147, 1653–1666 (2024). source
  • May combine two claims.

    Premisecitation

    Pathogenic variants in SLC6A1 which encodes GABA transporter 1 (hGAT-1), responsible for clearing GABA from the synaptic cleft, lead to activation of extra-synaptic GABA receptors and increased tonic inhibition, resulting in epilepsy with myoclonic-atonic seizures.

    “Pathogenic variants in SLC6A1 which encodes GABA transporter 1 (hGAT-1), responsible for clearing GABA from the synaptic cleft, also lead to activation of extra-synaptic GABA receptors and increased tonic inhibition, resulting in epilepsy with myoclonicatonic seizures 76 .”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [76] Carvill, G. L. et al. Mutations in the GABA transporter SLC6A1 cause epilepsy with myoclonic-atonic seizures. Am. J. Hum. Genet. 96, 808–815 (2015). source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    88% of patients with tuberous sclerosis complex have epilepsy and 40% have IESS.

    “Neurodevelopmental disorders and epilepsy are common, 88% of patients have epilepsy and 40% IESS 125 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [125] Gupta, A. et al. Epilepsy and neurodevelopmental comorbidities in tuberous sclerosis complex: a natural history study. Pediatr. Neurol. 106, 10–16 (2020). source
  • May combine two claims.

    Premisecitation

    Biallelic pathogenic variants in UBA5 cause DEEs, severe developmental impairment, hypotonia, spasticity, microcephaly, and growth failure.

    “Biallelic pathogenic variants in UBA5 cause DEEs, severe developmental impairment, hypotonia, spasticity, microcephaly, and growth failure 144 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [144] Muona, M. et al. Biallelic variants in UBA5 link dysfunctional UFM1 ubiquitin-like modifier pathway to severe infantile-onset encephalopathy. Am. J. Hum. Genet. 99, 683–694 (2016). source
  • May combine two claims.

    Premisecitation

    Use of SCB, carbamazepine or oxcarbazepine in infants with hemiclonic or tonic-clonic seizures who have undiagnosed Dravet syndrome is a still common example, as these specific ASMs commonly cause seizure exacerbation with adverse developmental consequences.

    “A still common example is the use of SCB, carbamazepine or oxcarbazepine in infants with hemiclonic or tonic-clonic seizures who have undiagnosed Dravet syndrome, as these specific ASMs commonly cause seizure exacerbation with adverse developmental consequences 159 .”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [159] Scheffer, I. E. & Liao, J. Deciphering the concepts behind “epileptic encephalopathy” and “developmental and epileptic encephalopathy”. Eur. J. Paediatr. Neurol. 24, 11–14 (2020). source
  • May combine two claims.

    Interpretationreasoning

    It typically takes time for the full syndromic picture to emerge, during which the child often shows developmental slowing or regression.

    “It typically takes time for the full syndromic picture to emerge, during which the child often shows developmental slowing or regression.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Diagnosis of a DEE syndrome informs aetiological investigations, prognostic and genetic counselling, and selection of therapeutic approaches.

    “Diagnosis of a DEE syndrome informs aetiological investigations, prognostic and genetic counselling, and selection of therapeutic approaches.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    These findings reinforce the need to consider a genetic aetiology for all structural changes in the brain.

    “These findings reinforce the need to consider a genetic aetiology for all structural changes in the brain.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    A DEE can be distinguished from an epileptic encephalopathy because a pure epileptic encephalopathy occurs in the context of normal development before either seizure onset or development of frequent epileptiform activity on EEG.

    “A DEE can be distinguished from an epileptic encephalopathy as a pure epileptic encephalopathy occurs in the context of normal development before either seizure onset or development of frequent epileptiform activity on EEG.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    Both hyperventilation and intermittent photic stimulation increase the likelihood of eliciting epileptiform activity and sometimes seizures.

    “Both hyperventilation and intermittent photic stimulation increase the likelihood of eliciting epileptiform activity (such as generalized spike-wave) and sometimes seizures (typically absence seizures if hyperventilation is well performed, which is often not possible for these patients).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    A gene can be associated with different DEE syndromes that reflect GOF or LOF and, therefore, need therapies with the mode of action tailored to the underlying dysfunction.

    “Furthermore, a gene can be associated with different DEE syndromes that reflect GOF or LOF and, therefore, need therapies with the mode of action tailored to the underlying dysfunction.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Observational studies suggest that appropriate therapies improve developmental outcomes, but long-term outcome is rarely normal and a multimorbidity picture remains usual.

    “Observational studies suggest that appropriate therapies improve developmental outcomes, but long-term outcome is rarely normal and a multimorbidity picture remains usual 27 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] Dravet C. et al. in Epileptic Syndromes in Infancy, Childhood and Adolescence 6th edn (eds Bureau, M. et al.) 139–171 (Libbey Eurotext, 2019).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    One should aim to identify both the DEE epilepsy syndrome diagnosis and aetiology for each patient, as they provide complementary information that critically inform patient management.

    “One should aim to identify both the DEE epilepsy syndrome diagnosis and aetiology for each patient, as they provide complementary information that critically inform patient management.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given

    A serious diagnosis, such as a DEE, in infancy carries considerable consequences that require proactive clinical management.

    “Of note, a serious diagnosis, such as a DEE, in infancy carries considerable consequences that require proactive clinical management.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Management of the DEEs requires a focus on both seizure control and comorbidities.

    “Management of the DEEs requires a focus on both seizure control and comorbidities.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In Dravet syndrome, a RCT of stiripentol demonstrated clear efficacy, after initially being trialled in drug-resistant epilepsy.

    “In Dravet syndrome, a RCT of stiripentol demonstrated clear efficacy 193 , after initially being trialled in drug-resistant epilepsy.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [193] Chiron, C. et al. Stiripentol in severe myoclonic epilepsy in infancy: a randomised placebo-controlled syndrome-dedicated trial. STICLO study group. Lancet 356, 1638–1642 (2000). source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationreasoning

    A holistic approach involves a multidisciplinary team to provide appropriate therapies to mitigate developmental, psychiatric, and behavioural challenges.

    “A holistic approach involves a multidisciplinary team to provide appropriate therapies to mitigate developmental, psychiatric, and behavioural challenges.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    The full gamut of investigations is often not available in low-income and middle income settings, where access may be limited to EEG and imaging studies, and a genetic aetiology cannot be identified due to lack of availability of genetic testing.

    “The full gamut of investigations is often not available in low-income and middle income settings, where access may be limited to EEG and imaging studies, and a genetic aetiology cannot be identified due to lack of availability of genetic testing.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Testing of blood or saliva would not detect mosaicism limited to gonads, so genetic counselling should always discuss this possibility and potential testing of a subsequent pregnancy should be considered.

    “Testing of blood or saliva would not detect mosaicism limited to gonads, so genetic counselling should always discuss this possibility and potential testing of a subsequent pregnancy should be considered (eg with IVF, chorionic villus sampling or amniocentesis).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    With recent scientific insights into the marked genetic heterogeneity and phenotype-genotype complexity of DEEs, it is unsurprising that few evidence-based trials to guide therapy currently exist.

    “With recent scientific insights into the marked genetic heterogeneity and phenotype-genotype complexity of DEEs, it is unsurprising that few evidence-based trials to guide therapy currently exist.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    In Dravet syndrome and PCDH19 epilepsies, fever or hyperthermia (even simply a hot environment or hot bath) are well-recognised seizure triggers, and may have even more serious consequences.

    “In Dravet syndrome and PCDH19epilepsies, fever or hyperthermia (even simply a hot environment or hot bath) are well-recognised seizure triggers, and may have even more serious consequences.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The development of composite endpoints for DEE trials, acknowledging the importance of improving comorbidities as well as reducing seizure frequency, is a new area of trial design.

    “The development of composite endpoints for DEE trials, acknowledging the importance of improving comorbidities as well as reducing seizure frequency, is a new area of trial design 225 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [225] Nabbout, R. et al. Development and content validation of a preliminary core set of patient- and caregiver-relevant outcomes for inclusion in a potential composite endpoint for Dravet syndrome. Epilepsy Behav. 78, 232–242 (2018). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Health-related quality of life (HRQOL) studies measure the effect of chronic disease on an individual's physical, social and mental well-being.

    “Health-related quality of life (HRQOL) studies measure the effect of chronic disease on an individual's physical, social and mental well-being 218 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [218] Sabaz, M. et al. Validation of a new quality of life measure for children with epilepsy. Epilepsia 41, 765–774 (2000). source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Owing to the trial design, one cannot infer that this combination of ASMs is necessarily the most effective; real-world data may show other combinations to be more effective or have improved tolerability.

    “Owing to the trial design, one cannot infer that this combination of ASMs is necessarily the most effective; real-world data may show other combinations to be more effective or have improved tolerability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A posthoc analysis of patients <18 years showed that children <6 years of age had greater benefit, suggesting that this precision therapy may be more beneficial if commenced earlier.

    “A posthoc analysis of patients <18 years showed that children <6 years of age had greater benefit, suggesting that this precision therapy may be more beneficial if commenced earlier 205 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [205] Curatolo, P. et al. Management of epilepsy associated with tuberous sclerosis complex: updated clinical recommendations. Eur. J. Paediatr. Neurol. 22, 738–748 (2018). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    In children with DEEs, QOL measures extend to parents, carers, and the wider family, as there is lifelong caregiver responsibility and burden.

    “In children with DEEs, QOL measures extend to parents, carers, and the wider family, as there is lifelong caregiver responsibility and burden.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Simply adopting a protocol reduces mortality and morbidity, although there is little evidence to show that one of the numerous recommended protocols is better than another.

    “This is a delicate matter, as simply adopting a protocol reduces mortality and morbidity, although there is little evidence to show that one of the numerous recommended protocols is better than another 211 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [211] Guerrini, R. Epilepsy in children. Lancet 367, 499–524 (2006). source
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning

    DEEs have, by definition, developmental effects, which are unlikely to be reversed postnatally; this limitation likely applies to developmental genes, receptors and channels.

    “DEEs have, by definition, developmental effects, which are unlikely to be reversed postnatally; this limitation likely applies to developmental genes, receptors and channels.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    An alternative to DNA is to target messenger RNA (mRNA) using antisense oligonucleotides, which can be administered intrathecally to either inhibit or increase mRNA transcription, alter mRNA splicing or increase mRNA degradation.

    “An alternative to DNA is to target messenger RNA (mRNA) using antisense oligonucleotides, which can be administered intrathecally to either inhibit or increase mRNA transcription, alter mRNA splicing or increase mRNA degradation 236 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [236] Ersoz, E. & Demir-Dora, D. Unveiling the potential of antisense oligonucleotides: mechanisms, therapies, and safety insights. Drug. Dev. Res. 85, e22187 (2024). source
  • May combine two claims.

    Interpretationnone given

    DEEs have a vast array of mainly genetic etiologies that alter different developmental processes and aspects of neural cell functioning, but a shared consequence is impairment of higher cortical functions, in addition to drug-resistant seizures.

    “Although DEEs have a vast array of mainly genetic etiologies that alter different developmental processes and aspects of neural cell functioning, a shared consequence is impairment of higher cortical functions, in addition to drug-resistant seizures.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The widespread nature of neuronal dysfunction typical of DEE requires a delivery system capable of targeting the whole brain in a critical period before mature connections are in place.

    “That said, the widespread nature of neuronal dysfunction typical of DEE requires a delivery system capable of targeting the whole brain in a critical period before mature connections are in place.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    In humans, lack of a period of normal development in neonatal and infantile DEE make it difficult to determine any additive effect of seizures on cognitive outcome, but there are clear examples where improvement of seizure control or resolution of interictal EEG abnormalities ameliorate cognitive outcome.

    “In humans, lack of a period of normal development in neonatal and infantile DEE make it difficult to determine any additive effect of seizures on cognitive outcome, but there are clear examples where improvement of seizure control or resolution of interictal EEG abnormalities ameliorate cognitive outcome.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Mosaicism and X-linked disorders further complicate cellular targeting.

    “Mosaicism and X-linked disorders further complicate cellular targeting.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Although severity varies across and within specific epilepsy syndromes and genetic diseases, language, memory, attention, and executive functions are usually impaired in the long term, with almost all patients having cognitive impairment and many having features of ASD.

    “Although severity varies across and within specific epilepsy syndromes and genetic diseases, language, memory, attention, and executive functions are usually impaired in the long term, with almost all patients having cognitive impairment and many have features of ASD.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A clinical trial is ongoing in Dravet syndrome and CDKL5 deficiency disorder.

    “A clinical trial is ongoing in Dravet syndrome and CDKL5 deficiency disorder 241 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [241] US National Library of Medicine. ClinicalTrials.gov ClinicalTrials.gov/show/NCT02758626 (2023).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    The prominent role of genes implicated in DEEs in early brain development indicates a considerable contribution of aetiology to cognitive outcome, so developmental impairment (compounded by slowing or regression) is inherent to DEEs.

    “The prominent role of genes implicated in DEEs in early brain development indicates a considerable contribution of aetiology to cognitive outcome, so developmental impairment (compounded by slowing or regression) is inherent to DEEs.”
    Quote in the paperSubstantial claim
122 of 122
  • The paper relies on this without support.

    DEEs are the most severe group of epilepsies.

    “Developmental and epileptic encephalopathies (DEEs), the most severe group of epilepsies”
  • The paper relies on this without support.

    Genetic studies currently identify the aetiology in ~50% of patients with DEEs.

    “Genetic studies currently identify the aetiology in ~50% of patients”
  • The paper relies on this without support.

    More than 900 genes have been identified as monogenic causes of DEEs.

    “More than 900 genes have been identified as monogenic causes of DEEs”
  • The paper relies on this without support.

    Polygenic risk score analyses show that common variants also contribute to phenotypic variability.

    “Polygenic risk score analyses show that common variants also contribute to phenotypic variability.”
  • The paper relies on this without support.

    Holistic management is determined both by epilepsy syndrome and aetiology.

    “Holistic management, which encompasses antiseizure therapies and care for multimorbidities, is determined both by epilepsy syndrome and aetiology.”
  • The paper relies on this without support.

    Identification of the underlying aetiology enables the development of precision medicines to improve the long-term outcome of patients with DEEs.

    “Identification of the underlying aetiology enables the development of precision medicines to improve”
  • The paper relies on this without support.

    The genetic landscape constantly evolves owing to the discovery of new genes.

    “However, the genetic landscape constantly evolves owing to the discovery of new genes, so exome sequencing is now recommended where feasible 174 .”
  • The paper relies on this without support.

    Many genes causing DEEs have a role in transcriptional regulation and control a range of downstream pathways that cannot be targeted individually.

    “Many genes causing DEEs have a role in transcriptional regulation and control a range of downstream pathways that cannot be targeted individually.”
  • The paper relies on this without support.

    The optimal timing of gene therapy administration is unclear.

    “Furthermore, the optimal timing of gene therapy administration is unclear.”
  • The paper relies on this without support.

    Viral vectors can only carry a limited amount of DNA and some genes, such as SCN1A, remain too large for present vectors.

    “However, they can only carry a limited amount of DNA and some genes, such as SCN1A, remain too large for present vectors.”
  • The paper relies on this without support.

    Another approach, used to correct nonsense point mutations, has taken advantage of small molecules that induce translational read-through, suppressing stop codons.

    “Another approach, used to correct nonsense point mutations, has taken advantage of small molecules that induce translational read-through, suppressing stop codons.”
  • The paper relies on this without support.

    For most DEEs, it is not known whether and how the cognitive outcome would improve if seizures were controlled soon after epilepsy onset.

    “For most DEEs, it is not known, for example, whether and how the cognitive outcome would improve if seizures were controlled soon after epilepsy onset.”
  • The paper relies on this without support.

    In just 23 years, the field has moved from considering that DEEs were acquired disorders to identifying the genetic aetiology underlying DEEs in at least 50% of patients.

    “In just 23 years, the field has moved from considering that DEEs were acquired disorders to identifying the genetic aetiology underlying DEEs in at least 50% of patients.”
  • The paper relies on this without support.

    In Landau-Kleffner syndrome, the onset of EEG abnormalities is associated with an acquired epileptic aphasia, and cognitive gains are often linked to improvement in the EEG abnormalities with appropriate treatment, although this is not always the case.

    “In Landau-Kleffner syndrome, the onset of EEG abnormalities is associated with an acquired epileptic aphasia, and cognitive gains are often linked to improvement in the EEG abnormalities with appropriate treatment, although this is not always the case.”
  • The paper relies on this without support.

    Transition to adult care is a particularly stressful and anxiety-provoking period for caregivers.

    “Transition to adult care is a particularly stressful and anxiety-provoking period for caregivers.”
  • The paper relies on this without support.

    Most of the caregiver burden for children with DEEs falls on female carers.

    “Most of the caregiver burden for children with DEEs falls on female carers.”
16 of 16

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Rapid-sequencing diagnostic yield is reported as both 46% and 43%

    Major

    Two descriptions of the same 2023 study, both citing reference 157 and a cohort of 100 infants, give different percentages for identifying a genetic cause.

  • NMDA and AMPA receptors are assigned to conflicting receptor classes

    Minor

    The mechanisms section identifies NMDA and AMPA receptors as ionotropic glutamate receptors, but later lists them as G-protein-coupled receptors.

2 of 2

Cites

Flagged first, then by citations

23 of the 282 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. Abidin R. R. Parenting Stress Index – Fourth Edition (PSI-4) 4th edn (Psychological Assessment Resources, 2012).

Cited by

Sorted by citations

Authors
Scheffer, I. E., Zuberi, S., Mefford, H. C., Guerrini, R., & McTague, A.
Affiliations
  • Royal Children's Hospital (AU)
  • Royal Hospital for Children (GB)
  • St. Jude Children's Research Hospital (US)
  • Meyer Children's Hospital (IT)
  • Great Ormond Street Hospital (GB)
Corresponding author
Scheffer, Ingrid E.
Venue
Nature Reviews Disease Primers
Published
2024-09-05
Volume
10
Issue
1
Pages
61-61
ISSN
2056-676X (ISSN-L)
OpenAlex
W4402284009
Cited by
128
References
282
Citations by year
2026: 64 · 2025: 58 · 2024: 7
FWCI
13.42
Type
journal article
Language
en
Open access
Locations
  • Nature Reviews Disease Primers (publishedVersion)
  • PubMed (publishedVersion)
  • UCL Discovery (University College London) (acceptedVersion)
  • Florence Research (University of Florence) (submittedVersion)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Epilepsy research and treatment
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmacological Effects and Toxicity Studies
Keywords
developmental and epileptic encephalopathy, epileptic encephalopathy, epileptiform activity, intellectual disability, autism spectrum disorder, genetic aetiology, monogenic epilepsy, polygenic risk score
MeSH terms
Epilepsy, Humans

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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