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17
Pathophys.
29
Phenotypes
20
Pathograph
14
Genes
9
Medical Actions
9
Subtypes
1
Trials
13
References
2
Deep Research
🏷

Classifications

Harrison's Chapter
NEUROLOGIC

Subtypes

9
Focal Epilepsy
Seizures originate from a localized brain region.
Generalized Epilepsy
Seizures involve both hemispheres from onset.
Temporal Lobe Epilepsy
Most common focal epilepsy, often with mesial temporal sclerosis.
Juvenile Myoclonic Epilepsy (JME) MONDO:0009696
A rare epilepsy syndrome characterized by adolescence/young adulthood onset of myoclonic with or without other generalized seizure types in an otherwise healthy individual. The EEG shows 3-5.5 Hz generalized spike-waves and polyspike-waves. Photosensitivity is common.
Show evidence (1 reference)
ORPHA:307 SUPPORT
"A rare epilepsy syndrome characterized by adolescence/young adulthood onset of myoclonic with or without other generalized seizure types in an otherwise healthy individual."
Orphanet definition of juvenile myoclonic epilepsy.
Childhood Absence Epilepsy
Frequent brief absence seizures beginning in childhood.
Juvenile Absence Epilepsy (JAE) MONDO:0800453
A genetic epilepsy with onset occurring around puberty, characterized by sporadic occurrence of absence seizures, frequently associated with generalized tonic-clonic seizures and sporadic myoclonic jerks.
Show evidence (1 reference)
ORPHA:1941 SUPPORT
"Juvenile absence epilepsy (JAE) is a genetic epilepsy with onset occurring around puberty."
Orphanet definition of juvenile absence epilepsy.
Epilepsy with Myoclonic-Atonic Seizures (Doose Syndrome) MONDO:0014633
A rare childhood onset epilepsy syndrome characterized by multiple seizure types including myoclonic-atonic seizures that occur usually in previously healthy children.
Show evidence (1 reference)
ORPHA:1942 SUPPORT
"A rare, childhood onset epilepsy syndrome characterized by multiple seizure types including myoclonic-atonic (MA) seizures that occur usually in previously healthy children."
Orphanet definition of epilepsy with myoclonic-atonic seizures.
Self-Limited Neonatal Epilepsy (BFNS) MONDO:0016027
A rare genetic epilepsy syndrome characterized by seizure onset typically in the first week of life, in otherwise healthy newborns, usually resolving within the first year of life. Autosomal dominant inheritance with KCNQ2 and KCNQ3 mutations.
Show evidence (1 reference)
ORPHA:1949 SUPPORT
"A rare genetic epilepsy syndrome characterized by seizures onset typically in the first week of life, in otherwise healthy newborns, and usually resolving within the first year of life."
Orphanet definition of self-limited neonatal epilepsy.
SYNGAP1-related Disorder (SRD) MONDO:0012960
A monogenic developmental and epileptic encephalopathy caused by SYNGAP1 haploinsufficiency. Presents with intellectual disability, generalized epilepsy, and autism spectrum-associated behavioral and sensory abnormalities. Individuals typically present in infancy with global developmental delay and hypotonia, with later-onset generalized epilepsy characterized by atypical absences, myoclonic and myoclonic-atonic seizures, and eyelid myoclonia with reflex triggers. Drug resistance is common, and developmental regression frequently coincides with seizure and EEG worsening. Nearly all individuals manifest moderate-to-severe intellectual disability with disproportionately severe expressive language impairment, autism spectrum features, ADHD-like symptoms, severe irritability, and marked sensory abnormalities.
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"most individuals present in infancy with global developmental delay, hypotonia, and later-onset generalized epilepsy characterized by atypical absences, myoclonic and myoclonic-atonic seizures, and eyelid myoclonia, often with eye-closure, fixation-off, or eating-induced reflex triggers."
Comprehensive review establishing SRD clinical phenotype and characteristic seizure types.

Pathophysiology

17
Neuronal Hyperexcitability
Imbalance between excitatory (glutamate) and inhibitory (GABA) neurotransmission leads to synchronized, excessive neuronal firing. Ion channel dysfunction is a common mechanism.
Pyramidal Neuron CL:0000598 GABAergic Interneuron CL:0000617
Synaptic Transmission GO:0007268
Blood-Brain Barrier Disruption
Loss of tight junction proteins (claudin-5) in brain endothelial cells leads to blood-brain barrier breakdown, allowing albumin extravasation and disruption of ionic homeostasis.
Endothelial Cell CL:0000115
Blood-Brain Barrier Maintenance GO:0035633
Show evidence (4 references)
PMID:35422069 SUPPORT Human Clinical
"claudin-5 protein levels are significantly diminished in surgically resected brain tissue from patients with treatment-resistant epilepsy. Concomitantly, dynamic contrast-enhanced MRI in these patients showed widespread BBB disruption."
Demonstrates that BBB dysfunction occurs in human epilepsy patients and is characterized by loss of tight junction proteins.
PMID:35422069 SUPPORT Model Organism
"targeted disruption of claudin-5 in the hippocampus or genetic heterozygosity of claudin-5 in mice exacerbates kainic acid-induced seizures and BBB disruption"
Shows that partial (heterozygous) loss of claudin-5 or focal hippocampal disruption worsens both chemically-induced seizures and BBB breakdown, indicating a dose-dependent contribution of tight-junction integrity to seizure susceptibility.
PMID:35422069 SUPPORT Model Organism
"inducible knockdown of claudin-5 in mice leads to spontaneous recurrent seizures, severe neuroinflammation, and mortality."
Establishes causal role of BBB dysfunction in seizure generation, showing that disruption of endothelial tight junctions is sufficient to trigger spontaneous seizures.
+ 1 more reference
Network Hyperexcitability
Abnormal synchronization of neuronal networks that can recruit adjacent or distant brain regions, leading to seizure propagation.
Neuronal Activity GO:0019226
Neuroinflammation and Gliosis
Activation of microglia and reactive astrocytes following brain injury or during seizures, releasing inflammatory mediators and undergoing morphological changes that alter the brain microenvironment.
Astrocyte CL:0000127 Microglia CL:0000129
Neuroinflammatory Response GO:0150076
Lipoxygenase-Mediated Lipid Peroxidation and Eicosanoid Signaling
Lipoxygenase (LOX) enzymes, particularly 5-LOX and 12/15-LOX, catalyze the generation of bioactive lipid metabolites (eicosanoids including leukotrienes and lipoxins) from arachidonic acid. LOX-mediated lipid peroxidation contributes to oxidative stress and pro-inflammatory signaling, with dysregulation of LOX activity contributing to blood-brain barrier disruption, glial cell activation, cytokine release, immune cell infiltration, and neuronal hyperexcitability. These eicosanoid mediators propagate neuroinflammatory cascades that promote seizure susceptibility and drug-resistant epilepsy.
Microglia CL:0000129 Astrocyte CL:0000127 Endothelial Cell CL:0000115
Lipoxygenase Pathway GO:0019372 Inflammatory Response GO:0006954 Oxidative Stress GO:0006979
Show evidence (3 references)
PMID:42331232 SUPPORT Other
"lipoxygenase (LOX) enzymes play a pivotal role in mediating oxidative stress, lipid peroxidation, and pro-inflammatory signaling through the generation of bioactive lipid metabolites"
Review establishes LOX enzymes as central mediators of oxidative and inflammatory stress in epilepsy pathophysiology.
PMID:42331232 SUPPORT Other
"Dysregulation of LOX activity contributes to epileptogenic processes, such as blood-brain barrier disruption, glial activation, cytokine release, immune-cell infiltration, neuronal hyperexcitability, and neuronal death"
Comprehensive review documenting LOX dysregulation as a driver of multiple epileptogenic mechanisms including BBB disruption and glial activation.
PMID:42331232 SUPPORT Other
"LOX pathways, particularly those mediated by 5-LOX and 12/15-LOX, play a major role in the pathophysiology of epileptic seizures and may also contribute to neuropsychiatric comorbidities"
Review identifies 5-LOX and 12/15-LOX as principal contributors to both seizure pathophysiology and associated neuropsychiatric complications in epilepsy.
Complement System-Mediated Microglial Neuroinflammation
Complement cascade activation contributes to microglial-mediated neuroinflammation and synaptic remodeling in epilepsy. Accumulating preclinical evidence indicates that abnormal complement activation contributes to epileptogenesis as a potential driver rather than merely an epiphenomenon of neuroinflammation, promoting aberrant synaptic remodeling and progressive neuronal dysfunction underlying seizure susceptibility.
Microglia CL:0000129 Neuron CL:0000540
Complement Activation GO:0006956 ↑ INCREASED
Show evidence (2 references)
PMID:42269875 SUPPORT Model Organism
"Accumulating preclinical evidence indicates that abnormal complement activation contributes to epileptogenesis. This suggests that complement dysregulation is not merely an epiphenomenon of neuroinflammation but rather a potential driver of seizure development and progression."
Review synthesizes preclinical evidence that complement system dysregulation is a primary driver of epileptogenesis, not just a secondary consequence of inflammation.
PMID:42269875 SUPPORT Human Clinical
"This review summarizes current preclinical and clinical evidence on complement-mediated mechanisms in epilepsy, with a focus on neuroinflammation, synaptic remodeling, glial proliferation, biomarkers, and therapeutic targets."
Establishes that complement system activation is mechanistically linked to multiple pathophysiological processes in epilepsy including synaptic remodeling and glial activation.
Synaptic Reorganization
Aberrant sprouting, formation of new synaptic connections, and altered synaptic plasticity that promote recurrent excitatory circuits and seizure susceptibility.
Synaptic Plasticity GO:0048167
mTOR Pathway Hyperactivation
Constitutive activation of the mechanistic target of rapamycin (mTOR) signaling pathway, driving abnormal neuronal growth and development of dysmorphic neurons in focal cortical malformations.
mTOR Signaling GO:0031929
Show evidence (2 references)
PMID:31174205 SUPPORT Model Organism
"Treatment with the mTORC1 inhibitor rapamycin starting after 3 weeks of age significantly prolonged the survival of Depdc5cc+ mice and partially rescued the behavioral hyperactivity."
Demonstrates that mTORC1 pathway hyperactivation caused by DEPDC5 loss drives epilepsy pathogenesis and that mTOR inhibition can rescue the phenotype.
PMID:31174205 SUPPORT Model Organism
"Rapamycin decreased the enlarged brain size of Depdc5cc+ mice with corresponding decrease in neuronal soma size."
Shows that mTOR hyperactivation causes abnormal neuronal growth contributing to epileptogenesis, which can be reversed by mTOR inhibition.
Dysmorphic Neuron Generation
Formation of abnormally enlarged neurons with cytoskeletal disruption and cellular senescence markers, creating epileptogenic foci in cortical malformations.
Show evidence (2 references)
PMID:38710875 PARTIAL Human Clinical
"We uncovered multiple signatures of cellular senescence in these pathological cells, including p53/p16 expression, SASP expression and senescence-associated β-galactosidase activity."
Supports senescence signatures in pathological cells of mTOR-related FCD, but only partially supports all structural details in this descriptor.
PMID:38710875 PARTIAL Model Organism
"administration of senolytic drugs (dasatinib/quercetin) decreases the load of senescent cells and reduces seizure frequency in an MtorS2215F FCDII preclinical mouse model"
Supports seizure reduction via senolytics in an mTOR-related model, but only partially supports this broader dysmorphic neuron descriptor.
SYNGAP1 Haploinsufficiency
Heterozygous loss-of-function variants in SYNGAP1 cause haploinsufficiency of the postsynaptic Ras GTPase-activating protein SynGAP, the proximal molecular lesion in SYNGAP1-related disorder.
Pyramidal Neuron CL:0000598
Synapse assembly GO:0007416 Glutamate receptor signaling pathway GO:0007215
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"SYNGAP1-related disorder (SRD) is a monogenic synaptopathy caused"
Identifies SYNGAP1 haploinsufficiency as the causal molecular lesion of SRD.
Ras/Rap-ERK Signaling Dysregulation
SynGAP normally inactivates Ras and Rap at the postsynaptic density; its loss produces excessive Ras/Rap-ERK signaling that perturbs downstream synaptic structural and functional plasticity.
Pyramidal Neuron CL:0000598
Ras/Rap-ERK signaling GO:0007265 ↑ INCREASED
Show evidence (1 reference)
PMID:42161154 SUPPORT Model Organism
"loss of the postsynaptic Ras GTPase-activating protein SynGAP disrupts Ras/Rap-ERK signaling"
Review of mouse and in vitro data establishing Ras/Rap-ERK dysregulation as the immediate signaling consequence of SynGAP loss.
Accelerated Dendritic Spine Maturation
Loss of SynGAP-mediated regulation drives premature structural maturation of dendritic spines on cortical pyramidal neurons, locking spines into mature morphologies earlier than the normal developmental timetable.
Pyramidal Neuron CL:0000598
Dendritic spine maturation GO:0060996 ↑ INCREASED
Show evidence (1 reference)
PMID:42161154 SUPPORT Model Organism
"accelerates dendritic spine maturation"
Review synthesis of animal-model evidence that SynGAP loss accelerates dendritic spine structural maturation.
AMPA Receptor Trafficking Disruption
SynGAP loss alters the trafficking of AMPA-type glutamate receptors to and from the postsynaptic membrane, perturbing excitatory synaptic transmission strength and plasticity.
Pyramidal Neuron CL:0000598
AMPA receptor trafficking GO:0099072
Show evidence (1 reference)
PMID:42161154 SUPPORT Model Organism
"alters AMPA receptor trafficking"
Review synthesis of in vitro and animal-model evidence for altered AMPA receptor trafficking with SynGAP loss.
Postsynaptic Density Destabilization
SynGAP is a major scaffold component of the postsynaptic density; its haploinsufficiency destabilizes postsynaptic density architecture and scaffolding integrity at excitatory synapses.
Pyramidal Neuron CL:0000598
Postsynaptic density assembly GO:0097107 ↓ DECREASED
Show evidence (1 reference)
PMID:42161154 SUPPORT Model Organism
"destabilizes postsynaptic density architecture"
Review synthesis of model-organism data on PSD architectural destabilization with SynGAP loss.
Cortical Circuit Hard-Wiring
Premature spine maturation, altered AMPA receptor trafficking, and PSD destabilization converge to lock cortical circuits into early, rigid connectivity patterns, with abnormal oscillatory dynamics and impaired synaptic plasticity at the network level.
Pyramidal Neuron CL:0000598
Regulation of synaptic plasticity GO:0048167 ↓ DECREASED
Show evidence (1 reference)
PMID:42161154 SUPPORT Model Organism
"producing early "hard-wiring" of cortical circuits, abnormal oscillatory dynamics, and impaired plasticity."
Review synthesis describing the network-level developmental consequence of converging molecular and synaptic defects in SRD.
GABAergic Interneuron Dysfunction
SYNGAP1 is expressed in GABAergic inhibitory interneurons as well as glutamatergic pyramidal neurons. Haploinsufficiency in medial ganglionic eminence-derived parvalbumin and somatostatin interneurons impairs inhibitory circuit development and produces abnormal cortical oscillatory dynamics, reducing effective inhibitory tone and contributing to the excitatory/inhibitory imbalance that drives network hyperexcitability in SRD.
GABAergic Interneuron CL:0011005
GABAergic synaptic transmission GO:0051932 ↓ DECREASED
Show evidence (2 references)
PMID:37558489 SUPPORT Model Organism
"SynGAP plays a critical role in the function of GABAergic inhibitory interneurons as well as glutamatergic pyramidal neurons in the neocortex"
Mouse study establishing that SynGAP function in inhibitory interneurons contributes to cortical circuit function, supporting an inhibitory-side mechanism distinct from the glutamatergic arm.
PMID:39406516 SUPPORT Model Organism
"Mice with prenatal-onset Syngap1 haploinsufficiency restricted to Nkx2.1-expressing neurons show abnormal cortical oscillations and increased entrainment induced by 40 Hz auditory stimulation but lack stimulus-specific adaptation"
Mouse study showing Syngap1 haploinsufficiency restricted to MGE-derived (Nkx2.1-expressing) interneurons produces abnormal cortical oscillations, linking interneuron dysfunction to network-level alterations in SRD.
Complement System Activation and Dysregulation
Aberrant activation of the complement cascade (C1q, C3, C5) leads to dysregulated complement-mediated signaling, driving both neuroinflammation and synaptic remodeling that directly contribute to seizure development and disease progression. Complement dysregulation is not merely an epiphenomenon of neuroinflammation but a potential driver of epileptogenesis.
Microglia CL:0000129 Neuron CL:0000540
Complement Activation GO:0006956 ↑ INCREASED Regulation of Complement Activation GO:0030449
Show evidence (1 reference)
PMID:42269875 SUPPORT Other
"Accumulating preclinical evidence indicates that abnormal complement activation contributes to epileptogenesis"
Review synthesis establishing complement activation as a key driver of epileptogenesis, with focus on neuroinflammation, synaptic remodeling, and glial proliferation mechanisms.

Pathograph

Use the checkboxes to hide or show graph categories. Hover nodes for evidence and cross-linked metadata.
Pathograph: causal mechanism network for Epilepsy Interactive directed graph showing how pathophysiology mechanisms, phenotypes, genetic factors and variants, experimental models, environmental triggers, and treatments relate through causal and linked edges.

Phenotypes

29
Digestive 1
Feeding Difficulties Feeding difficulties HP:0011968
Show evidence (1 reference)
PMID:30789692 SUPPORT Human Clinical
"Feeding difficulties can be significant in some"
GeneReviews SYNGAP1-related intellectual disability chapter documents clinically significant feeding difficulties in a subset of affected individuals.
Musculoskeletal 1
Infantile Hypotonia FREQUENT Generalized hypotonia HP:0001290
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"most individuals present in infancy with global developmental delay, hypotonia"
Samanta 2026 review reports that most individuals with SRD present in infancy with global developmental delay and hypotonia, supporting hypotonia as a frequent early feature.
Nervous System 20
Seizures VERY_FREQUENT Seizure HP:0001250
Generalized Tonic-Clonic Seizures VERY_FREQUENT Bilateral tonic-clonic seizure HP:0002069
Show evidence (1 reference)
ORPHA:1941 SUPPORT
"HP:0002069 | Bilateral tonic-clonic seizure | Very frequent (99-80%)"
Orphanet phenotype data for juvenile absence epilepsy shows bilateral tonic-clonic seizures are very frequent.
Absence Seizures FREQUENT Generalized non-motor (absence) seizure HP:0002121
Show evidence (1 reference)
ORPHA:1941 SUPPORT
"HP:0002121 | Generalized non-motor (absence) seizure | Frequent (79-30%)"
Orphanet data shows absence seizures are frequent in juvenile absence epilepsy.
Focal-Onset Seizures VERY_FREQUENT Focal-onset seizure HP:0007359
Show evidence (1 reference)
ORPHA:1949 SUPPORT
"HP:0007359 | Focal-onset seizure | Very frequent (99-80%)"
Orphanet data shows focal-onset seizures are very frequent in self-limited neonatal epilepsy.
Febrile Seizures OCCASIONAL Febrile seizure (within the age range of 3 months to 6 years) HP:0002373
Show evidence (1 reference)
ORPHA:307 SUPPORT
"HP:0002373 | Febrile seizure (within the age range of 3 months to 6 years) | Occasional (29-5%)"
Orphanet data shows febrile seizures occur occasionally in JME patients.
EEG Abnormality VERY_FREQUENT EEG abnormality HP:0002353
Show evidence (2 references)
ORPHA:307 SUPPORT
"HP:0002392 | EEG with polyspike wave complexes | Very frequent (99-80%)"
Orphanet data shows polyspike-wave complexes on EEG are very frequent in JME.
ORPHA:1949 SUPPORT
"HP:0011188 | Focal EEG discharges with secondary generalization | Very frequent (99-80%)"
Orphanet data shows focal EEG discharges with secondary generalization are very frequent in self-limited neonatal epilepsy.
Postictal Confusion FREQUENT Confusion HP:0001289
Confusion following generalized or complex partial seizures
Aura FREQUENT Somatic sensory dysfunction HP:0003474
Warning symptoms before focal seizures including visual, somatosensory, olfactory, or psychic phenomena
Memory Impairment Memory impairment HP:0002354
Frequently reported in temporal lobe epilepsy; quantitative frequency data across all epilepsy subtypes is limited.
Intellectual Disability FREQUENT Intellectual disability HP:0001249
Show evidence (1 reference)
ORPHA:1942 SUPPORT
"HP:0001249 | Intellectual disability | Frequent (79-30%)"
Orphanet data shows intellectual disability is frequent in epilepsy with myoclonic-atonic seizures.
Attention Deficit Hyperactivity Disorder FREQUENT Attention deficit hyperactivity disorder HP:0007018
Show evidence (1 reference)
ORPHA:1942 SUPPORT
"HP:0007018 | Attention deficit hyperactivity disorder | Frequent (79-30%)"
Orphanet data shows ADHD is frequent in epilepsy with myoclonic-atonic seizures.
Depression OCCASIONAL Depression HP:0000716
Show evidence (3 references)
PMID:23175727 SUPPORT Human Clinical
"overall prevalence of active (current or past-year) depression of 23.1%"
Systematic review and meta-analysis of 14 studies showing 23.1% prevalence of active depression in people with epilepsy.
PMID:23175727 SUPPORT Human Clinical
"overall OR of active depression of 2.77 (95% CI 2.09-3.67) in PWE"
People with epilepsy have 2.77 times higher odds of active depression compared to the general population.
PMID:26549780 SUPPORT Human Clinical
"Several mechanisms explain how epilepsy and comorbidities are associated, including shared risk factors and bidirectional relations."
Keezer et al. reviews the bidirectional relationship between epilepsy and depression, with shared pathophysiological mechanisms.
Anxiety OCCASIONAL Anxiety HP:0000739
Show evidence (2 references)
ORPHA:1941 SUPPORT
"HP:0000739 | Anxiety | Occasional (29-5%)"
Orphanet data shows anxiety is an occasional phenotype in juvenile absence epilepsy.
PMID:26549780 SUPPORT Human Clinical
"including depression, anxiety, dementia, migraine, heart disease, peptic ulcers, and arthritis are up to eight times more common in people with epilepsy"
Keezer et al. Lancet Neurol review documents anxiety among the major comorbidities of epilepsy.
Headache Headache HP:0002315
Show evidence (1 reference)
PMID:26549780 SUPPORT Human Clinical
"including depression, anxiety, dementia, migraine, heart disease, peptic ulcers, and arthritis are up to eight times more common in people with epilepsy"
Keezer et al. Lancet Neurol review documents migraine as a major comorbidity of epilepsy.
Moderate-to-Severe Intellectual Disability VERY_FREQUENT Intellectual disability HP:0001249
Show evidence (2 references)
PMID:30789692 SUPPORT Human Clinical
"developmental delay (DD) or intellectual disability (ID) (100% of affected individuals)"
GeneReviews reports developmental delay or intellectual disability in 100% of individuals with SYNGAP1-related intellectual disability, establishing it as the defining near-universal feature and supporting the VERY_FREQUENT classification.
PMID:42161154 SUPPORT Human Clinical
"Nearly all individuals with SRD have moderate-to-severe intellectual disability"
Samanta 2026 review confirms that nearly all individuals with SRD have moderate-to-severe intellectual disability.
Autism Spectrum Features VERY_FREQUENT Autistic behavior HP:0000729
Show evidence (2 references)
PMID:42161154 SUPPORT Human Clinical
"Autism spectrum features, profound expressive language impairment, ADHD-like symptoms, severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review identifies autism spectrum features as part of the cluster of almost-universal SRD comorbidities, substantiating the VERY_FREQUENT classification.
PMID:30789692 PARTIAL Human Clinical
"autism spectrum disorder (ASD) and other behavioral abnormalities (≤50%)"
GeneReviews quantifies formal ASD diagnosis at ≤50% prevalence, which on its own supports FREQUENT rather than VERY_FREQUENT. Marked PARTIAL because Samanta 2026 uses the broader "autism spectrum features" construct (almost universal); the GeneReviews figure refers to the narrower formal ASD diagnosis.
SRD-Associated Insomnia VERY_FREQUENT Insomnia HP:0100785
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review identifies sleep-onset and maintenance insomnia among the cluster of almost-universal SRD comorbidities, substantiating the VERY_FREQUENT classification.
ADHD-like Features VERY_FREQUENT Attention deficit hyperactivity disorder HP:0007018
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"ADHD-like symptoms, severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review lists ADHD-like symptoms among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
Severe Irritability VERY_FREQUENT Irritability HP:0000737
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review lists severe irritability among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
Self-Injurious Behavior VERY_FREQUENT Self-injurious behavior HP:0100716
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review lists self-injury among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
Other 7
Myoclonic Seizures VERY_FREQUENT Myoclonic seizure HP:0032794
Show evidence (1 reference)
ORPHA:307 SUPPORT
"HP:0007000 | Morning myoclonic jerks | Very frequent (99-80%)"
Orphanet cites HP:0007000 (Morning myoclonic jerks), a more specific child term of HP:0032794 (Myoclonic seizure). The broader term is used here as it applies across epilepsy subtypes, not just JME.
Myoclonic-Atonic Seizures VERY_FREQUENT Generalized myoclonic-atonic seizure HP:0011170
Show evidence (1 reference)
ORPHA:1942 SUPPORT
"HP:0011170 | Myoclonic atonic seizures | Very frequent (99-80%)"
Orphanet data shows myoclonic-atonic seizures are very frequent in Doose syndrome.
Status Epilepticus VERY_RARE Status epilepticus HP:0002133
Show evidence (1 reference)
ORPHA:307 SUPPORT
"HP:0002133 | Status epilepticus | Very rare (<4-1%)"
Orphanet data shows status epilepticus is very rare in JME.
Automatisms FREQUENT Focal automatism seizure HP:0032898
Profound Expressive Language Impairment VERY_FREQUENT Expressive language delay HP:0002474
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"Nearly all individuals with SRD have moderate-to-severe intellectual disability, characterized by disproportionately severe expressive language impairment."
Samanta 2026 review identifies disproportionately severe expressive language impairment as a near-universal, clinically distinctive SRD feature.
Reflex Seizures FREQUENT Reflex seizure HP:0020207
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"eye-closure, fixation-off, or eating-induced reflex triggers"
Samanta 2026 review documents the characteristic eye-closure, fixation-off, and eating-induced reflex seizure triggers in SRD.
Sensory Behavioral Abnormality VERY_FREQUENT Sensory behavioral abnormality HP:5200046
Show evidence (1 reference)
PMID:42161154 SUPPORT Human Clinical
"marked sensory abnormalities are almost universal comorbidities"
Samanta 2026 review identifies marked sensory abnormalities as a near-universal SRD comorbidity.
🧬

Genetic Associations

14
SCN1A (Causative)
Show evidence (3 references)
ORPHA:1942 SUPPORT
"SCN1A | sodium voltage-gated channel alpha subunit 1 | hgnc:10585 | Disease-causing germline mutation(s) in"
Orphanet confirms SCN1A as disease-causing in epilepsy with myoclonic-atonic seizures.
PMID:37812819 SUPPORT Human Clinical
"It is caused by haploinsufficiency of SCN1A gene encoding for the α-subunit of the voltage-gated sodium channel Nav1.1."
Establishes SCN1A haploinsufficiency as the genetic cause of Dravet syndrome epileptic encephalopathy.
PMID:37812819 SUPPORT Model Organism
"Induction of heterozygous Nav1.1 mutation at P30 and P60 elicited susceptibility to the development of both spontaneous and hyperthermia-induced seizures and SUDEP rates comparable to P2-induced mice, with symptom onset accompanied by the characteristic GABAergic interneuron dysfunction."
Demonstrates that SCN1A haploinsufficiency causes seizures through GABAergic interneuron dysfunction, and this mechanism is active throughout life, not just during development.
SCN2A (Causative)
Show evidence (2 references)
PMID:31205438 SUPPORT
"The voltage-gated sodium channel neuronal type 2 alpha subunit (Navα1.2) encoded by the SCN2A gene causes early infantile epileptic encephalopathy (EIEE) inherited in an autosomal dominant manner."
Establishes SCN2A mutations as a cause of early infantile epileptic encephalopathy.
PMID:31205438 SUPPORT Human Clinical
"Clinically, it has variable presentations, ranging from benign familial infantile seizures (BFIS) to severe EIEE"
Documents the broad SCN2A phenotypic spectrum, from self-limiting benign familial infantile seizures at the mild end to severe early infantile epileptic encephalopathy, reflecting the allelic gain- versus loss-of-function heterogeneity of SCN2A-related epilepsy.
KCNQ2 (Causative)
Show evidence (2 references)
PMID:17675531 SUPPORT
"Benign familial neonatal seizures are most often caused by mutations in the voltage-gated potassium channel subunit gene KCNQ2. More than 60 mutations have been described in BFNS families, approximately half of which lead to protein truncation."
Establishes KCNQ2 as the most common genetic cause of benign familial neonatal seizures.
ORPHA:1949 SUPPORT
"KCNQ2 | potassium voltage-gated channel subfamily Q member 2 | hgnc:6296 | Disease-causing germline mutation(s) in"
Orphanet confirms KCNQ2 as disease-causing in self-limited neonatal epilepsy.
KCNQ3 (Causative)
Show evidence (2 references)
ORPHA:1949 SUPPORT
"KCNQ3 | potassium voltage-gated channel subfamily Q member 3 | hgnc:6297 | Disease-causing germline mutation(s) in"
Orphanet data shows KCNQ3 as disease-causing in self-limited neonatal epilepsy.
ORPHA:307 SUPPORT
"KCNQ3 | potassium voltage-gated channel subfamily Q member 3 | hgnc:6297 | Major susceptibility factor in"
Orphanet data shows KCNQ3 as a major susceptibility factor in juvenile myoclonic epilepsy.
EFHC1 (Susceptibility)
Show evidence (2 references)
ORPHA:307 SUPPORT
"EFHC1 | EF-hand domain containing 1 | hgnc:16406 | Major susceptibility factor in"
Orphanet data identifies EFHC1 as a major susceptibility factor in JME.
ORPHA:1941 SUPPORT
"EFHC1 | EF-hand domain containing 1 | hgnc:16406 | Major susceptibility factor in"
Orphanet data identifies EFHC1 as a major susceptibility factor in juvenile absence epilepsy.
SLC6A1 (Causative)
Show evidence (1 reference)
ORPHA:1942 SUPPORT
"SLC6A1 | solute carrier family 6 member 1 | hgnc:11042 | Disease-causing germline mutation(s) (loss of function) in"
Orphanet data shows SLC6A1 loss-of-function mutations as disease-causing in epilepsy with myoclonic-atonic seizures.
SYNGAP1 (Causative)
Gene: SYNGAP1 hgnc:11497
Show evidence (2 references)
ORPHA:1942 SUPPORT
"SYNGAP1 | synaptic Ras GTPase activating protein 1 | hgnc:11497 | Disease-causing germline mutation(s) in"
Orphanet data shows SYNGAP1 mutations as disease-causing in epilepsy with myoclonic-atonic seizures.
PMID:42161154 SUPPORT Human Clinical
"SYNGAP1-related disorder (SRD) is a monogenic synaptopathy caused"
Comprehensive review establishing SYNGAP1 haploinsufficiency as the molecular cause of SRD.
GABRA1 (Susceptibility)
Show evidence (3 references)
PMID:11992121 SUPPORT
"We report that an Ala322Asp mutation in GABRA1, encoding the alpha1 subunit of the gamma-aminobutyric acid receptor subtype A (GABA(A)), is found in affected individuals of a large French Canadian family with juvenile myoclonic epilepsy."
Establishes GABRA1 mutations as a cause of juvenile myoclonic epilepsy through GABA receptor dysfunction.
ORPHA:307 SUPPORT
"GABRA1 | gamma-aminobutyric acid type A receptor subunit alpha1 | hgnc:4075 | Major susceptibility factor in"
Orphanet confirms GABRA1 as a major susceptibility factor in JME.
"GABRA1 | HGNC:4075 | epilepsy | MONDO:0005027 | AD | Definitive"
ClinGen classifies the GABRA1-epilepsy gene-disease relationship as definitive with autosomal dominant inheritance.
CDKL5 (Causative)
Show evidence (1 reference)
PMID:20493745 SUPPORT
"Mutations in the cyclin-dependent kinase-like 5 gene (CDKL5) have been identified in female patients with early onset epileptic encephalopathy and severe mental retardation with a Rett-like phenotype."
Establishes CDKL5 mutations as a cause of early-onset epileptic encephalopathy.
DEPDC5 (Causative)
Show evidence (2 references)
PMID:31174205 SUPPORT Model Organism
"DEPDC5 is now recognized as one of the genes most often implicated in familial/inherited focal epilepsy and brain malformations."
Background statement in a mouse model study establishing DEPDC5 as a major gene in familial focal epilepsy.
PMID:31174205 SUPPORT Model Organism
"Individuals with pathogenic variants in DEPDC5 are at risk for epilepsy, associated neuropsychiatric comorbidities and sudden unexplained death in epilepsy."
Background statement documenting the clinical spectrum of DEPDC5-related epilepsy including SUDEP risk.
GABRD (Pathogenic Variants)
Gene: GABRD hgnc:4084
Show evidence (1 reference)
"GABRD | HGNC:4084 | epilepsy | MONDO:0005027 | AD | Limited"
ClinGen classifies the GABRD-epilepsy gene-disease relationship as limited with autosomal dominant inheritance.
GABRG2 (Pathogenic Variants)
Gene: GABRG2 hgnc:4087
Show evidence (1 reference)
"GABRG2 | HGNC:4087 | epilepsy | MONDO:0005027 | AD | Definitive"
ClinGen classifies the GABRG2-epilepsy gene-disease relationship as definitive with autosomal dominant inheritance.
KPNA7 (Pathogenic Variants)
Gene: KPNA7 hgnc:21839
Show evidence (1 reference)
"KPNA7 | HGNC:21839 | epilepsy | MONDO:0005027 | AR | Limited"
ClinGen classifies the KPNA7-epilepsy gene-disease relationship as limited with autosomal recessive inheritance.
PRIMA1 (Pathogenic Variants)
Gene: PRIMA1 hgnc:18319
Show evidence (1 reference)
"PRIMA1 | HGNC:18319 | epilepsy | MONDO:0005027 | AR | Limited"
ClinGen classifies the PRIMA1-epilepsy gene-disease relationship as limited with autosomal recessive inheritance.
💊

Medical Actions

9
Antiseizure Medications
First-line treatment - levetiracetam, lamotrigine, valproate, carbamazepine.
Show evidence (1 reference)
PMID:30587993 SUPPORT
"Meta-analysis of the included RCTs indicated that LEV was as effective as carbamazepine (CBZ; treatment for 6 months: 58.9% vs 64.8%, OR=0.76, 95% CI: 0.50-1.16; 12 months: 54.9% vs 55.5%, OR=1.24, 95% CI: 0.79-1.93), oxcarbazepine (57.7% vs 59.8%, OR=1.34, 95% CI: 0.34-5.23), phenobarbital..."
Meta-analysis demonstrates comparable efficacy of levetiracetam with other first-line antiseizure medications.
Ketogenic Diet
High-fat, low-carbohydrate diet effective for drug-resistant epilepsy.
Show evidence (1 reference)
PMID:18456557 SUPPORT
"28 children (38%) in the diet group had greater than 50% seizure reduction compared with four (6%) controls (p<0.0001), and five children (7%) in the diet group had greater than 90% seizure reduction compared with no controls"
Landmark RCT demonstrating significant seizure reduction with ketogenic diet in drug-resistant childhood epilepsy.
Vagus Nerve Stimulation
Implanted device for drug-resistant epilepsy.
Show evidence (1 reference)
PMID:21838505 SUPPORT
"After VNS, seizure frequency was reduced by an average of 45%, with a 36% reduction in seizures at 3-12 months after surgery and a 51% reduction after > 1 year of therapy."
Meta-analysis of 74 studies with 3321 patients demonstrates VNS efficacy in medically refractory epilepsy.
Epilepsy Surgery
Resection of seizure focus for drug-resistant focal epilepsy.
Show evidence (1 reference)
PMID:11484687 SUPPORT
"At one year, the cumulative proportion of patients who were free of seizures impairing awareness was 58 percent in the surgical group and 8 percent in the medical group (P<0.001)."
Landmark RCT in NEJM demonstrating surgery is superior to prolonged medical therapy for temporal-lobe epilepsy.
Responsive Neurostimulation
Closed-loop brain stimulation for focal epilepsy.
Show evidence (1 reference)
PMID:32690786 SUPPORT
"At 9 years, the median percent reduction in seizure frequency was 75% (p < 0.0001, Wilcoxon signed rank), responder rate was 73%, and 35% had a ≥90% reduction in seizure frequency."
Nine-year prospective study demonstrates sustained efficacy and safety of brain-responsive neurostimulation.
Deep Brain Stimulation
Anterior thalamic stimulation for drug-resistant epilepsy.
Show evidence (1 reference)
PMID:25663221 SUPPORT
"The median percent seizure reduction from baseline at 1 year was 41%, and 69% at 5 years. The responder rate (≥50% reduction in seizure frequency) at 1 year was 43%, and 68% at 5 years."
SANTE trial 5-year follow-up demonstrates sustained efficacy of anterior thalamic deep brain stimulation.
SYNGAP1 Allele-Upregulating Antisense Oligonucleotide
Action: antisense oligonucleotide therapy Ontology label: Pharmacotherapy NCIT:C15986
Agent: antisense oligonucleotide NCIT:C1291
Allele-upregulating antisense oligonucleotides aim to compensate for SYNGAP1 haploinsufficiency by increasing translation from the intact wild-type allele, rather than replacing or correcting the mutant transcript. ASO programs targeting SRD are in preclinical and early translational development as part of the SRD precision-therapy pipeline.
Mechanism Target:
RESTORES SYNGAP1 Haploinsufficiency — Allele-upregulating ASOs increase translation from the intact SYNGAP1 allele, partially compensating for the haploinsufficient lesion that drives downstream SynGAP loss.
Show evidence (1 reference)
PMID:42161154 SUPPORT Other
"antisense oligonucleotides to upregulate the intact allele"
Samanta 2026 review identifies allele-upregulating ASOs as a precision-therapy approach in development for SRD.
AAV-Based SYNGAP1 Gene Replacement
Action: AAV gene replacement therapy Ontology label: gene therapy MAXO:0001001
Adeno-associated virus (AAV)-mediated delivery of a functional SYNGAP1 transgene aims to restore SynGAP protein expression in target neurons. AAV gene replacement is a precision-therapy strategy in preclinical development for SRD.
Mechanism Target:
RESTORES SYNGAP1 Haploinsufficiency — AAV-delivered SYNGAP1 transgene restores SynGAP protein levels in target neurons, directly addressing the haploinsufficient molecular lesion.
Show evidence (1 reference)
PMID:42161154 SUPPORT Other
"AAV-based gene replacement"
Samanta 2026 review identifies AAV-based gene replacement among precision-therapy strategies in development for SRD.
CRISPR-Mediated SYNGAP1 Transcriptional Activation
Action: CRISPR transcriptional activation therapy Ontology label: gene therapy MAXO:0001001
CRISPR activation (CRISPRa) using a catalytically inactive Cas9 fused to transcriptional activators is being developed to upregulate the intact SYNGAP1 allele in neurons. This complements ASO-based allele upregulation by acting at the transcriptional rather than translational level.
Mechanism Target:
RESTORES SYNGAP1 Haploinsufficiency — CRISPRa machinery recruits transcriptional activators to the wild-type SYNGAP1 locus, boosting transcription of the intact allele to compensate for haploinsufficiency.
Show evidence (1 reference)
PMID:42161154 SUPPORT Other
"CRISPR-mediated transcriptional activation"
Samanta 2026 review identifies CRISPR-mediated transcriptional activation as a precision-therapy strategy under development for SRD.
🌍

Environmental Factors

5
Traumatic Brain Injury
Major cause of acquired epilepsy
CNS Infections
Meningitis, encephalitis
Stroke
Leading cause in older adults
Brain Tumors
Can cause focal epilepsy
Perinatal Injury
Hypoxic-ischemic encephalopathy
🔬

Clinical Trials

1
NCT06555965 NOT_APPLICABLE RECRUITING
Prospective natural history study of STXBP1- and SYNGAP1-related disorders enrolling participants for detailed developmental, seizure, and quality-of-life assessments. Establishes baseline clinical-spectrum data intended to support upcoming SYNGAP1-targeted treatment trials referenced in the SRD precision-therapy block of this entry.
Target Phenotypes: Seizure HP:0001250 Intellectual disability HP:0001249 Autistic behavior HP:0000729
Show evidence (1 reference)
"The primary objective of the study is to better define and outline the clinical spectrum of STXBP1 and SYNGAP1 through detailed developmental, seizure, and quality of life assessments"
SRD-specific natural history study capturing developmental, seizure, and quality-of-life trajectory needed to support the upcoming SYNGAP1 treatment trials referenced in this entry's SRD precision-therapy block.
{ }

Source YAML

click to show
name: Epilepsy
creation_date: '2025-12-18T17:01:35Z'
updated_date: '2026-05-01T12:00:00Z'
description: >-
  Epilepsy is a chronic neurological disorder defined by an enduring predisposition
  to recurrent unprovoked seizures arising from abnormal, excessive, and
  synchronous neuronal activity. It encompasses focal and generalized syndromes
  (e.g., temporal lobe epilepsy, juvenile myoclonic epilepsy, childhood absence
  epilepsy). The core mechanism is an imbalance between neuronal excitation and
  inhibition producing hyperexcitability and hypersynchrony, driven by ion-channel,
  synaptic, and network dysfunction.
category: Complex
parents:
- Neurological Disease
disease_term:
  preferred_term: epilepsy
  term:
    id: MONDO:0005027
    label: epilepsy
prevalence:
- population: Global
  measure_type: POINT_PREVALENCE
  prevalence_class: ABOVE_1_IN_1000
  rate_per_100000: 638.0
  percentage: 6.38 per 1,000 (active epilepsy)
  evidence:
  - reference: PMID:27986877
    reference_title: "Prevalence and incidence of epilepsy: A systematic review and meta-analysis of international studies."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The point prevalence of active epilepsy was 6.38 per 1,000 persons"
    explanation: Systematic review and meta-analysis of 222 studies providing the most comprehensive global prevalence estimate for active epilepsy.
- population: Drug-Resistant Epilepsy
  percentage: 30% of epilepsy patients
  evidence:
  - reference: PMID:30426482
    reference_title: "The epidemiology of drug-resistant epilepsy: A systematic review and meta-analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "pooled prevalence proportion of DRE among epilepsy patients was 0.30"
    explanation: Meta-analysis of 35 studies showing approximately 30% of epilepsy patients develop drug resistance.
- population: Juvenile Myoclonic Epilepsy (Norway)
  measure_type: POINT_PREVALENCE
  prevalence_class: BAND_1_5_PER_10000
  rate_per_100000: 56.0
  percentage: 5.6 per 10,000
  evidence:
  - reference: PMID:27861775
    reference_title: "Prevalence of juvenile myoclonic epilepsy in people <30 years of age-A population-based study in Norway."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The point prevalence was estimated at 5.6/10,000. JME constituted 9.3% of all epilepsies in the age group we investigated."
    explanation: Population-based study providing JME-specific prevalence in Norway.
has_subtypes:
- name: Focal Epilepsy
  description: Seizures originate from a localized brain region.
- name: Generalized Epilepsy
  description: Seizures involve both hemispheres from onset.
- name: Temporal Lobe Epilepsy
  description: Most common focal epilepsy, often with mesial temporal sclerosis.
- name: Juvenile Myoclonic Epilepsy
  display_name: Juvenile Myoclonic Epilepsy (JME)
  subtype_term:
    preferred_term: juvenile myoclonic epilepsy
    term:
      id: MONDO:0009696
      label: juvenile myoclonic epilepsy
  description: >
    A rare epilepsy syndrome characterized by adolescence/young adulthood onset of myoclonic
    with or without other generalized seizure types in an otherwise healthy individual.
    The EEG shows 3-5.5 Hz generalized spike-waves and polyspike-waves. Photosensitivity is common.
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "A rare epilepsy syndrome characterized by adolescence/young adulthood onset of myoclonic with or without other generalized seizure types in an otherwise healthy individual."
    explanation: Orphanet definition of juvenile myoclonic epilepsy.
- name: Childhood Absence Epilepsy
  description: Frequent brief absence seizures beginning in childhood.
- name: Juvenile Absence Epilepsy
  display_name: Juvenile Absence Epilepsy (JAE)
  subtype_term:
    preferred_term: juvenile absence epilepsy
    term:
      id: MONDO:0800453
      label: juvenile absence epilepsy
  description: >
    A genetic epilepsy with onset occurring around puberty, characterized by sporadic
    occurrence of absence seizures, frequently associated with generalized tonic-clonic
    seizures and sporadic myoclonic jerks.
  evidence:
  - reference: ORPHA:1941
    reference_title: "Juvenile absence epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "Juvenile absence epilepsy (JAE) is a genetic epilepsy with onset occurring around puberty."
    explanation: Orphanet definition of juvenile absence epilepsy.
- name: Epilepsy with Myoclonic-Atonic Seizures
  display_name: Epilepsy with Myoclonic-Atonic Seizures (Doose Syndrome)
  subtype_term:
    preferred_term: epilepsy with myoclonic atonic seizures
    term:
      id: MONDO:0014633
      label: epilepsy with myoclonic atonic seizures
  description: >
    A rare childhood onset epilepsy syndrome characterized by multiple seizure types
    including myoclonic-atonic seizures that occur usually in previously healthy children.
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "A rare, childhood onset epilepsy syndrome characterized by multiple seizure types including myoclonic-atonic (MA) seizures that occur usually in previously healthy children."
    explanation: Orphanet definition of epilepsy with myoclonic-atonic seizures.
- name: Self-Limited Neonatal Epilepsy
  display_name: Self-Limited Neonatal Epilepsy (BFNS)
  subtype_term:
    preferred_term: self-limited neonatal epilepsy
    term:
      id: MONDO:0016027
      label: benign neonatal seizures
  description: >
    A rare genetic epilepsy syndrome characterized by seizure onset typically in the first
    week of life, in otherwise healthy newborns, usually resolving within the first year of life.
    Autosomal dominant inheritance with KCNQ2 and KCNQ3 mutations.
  evidence:
  - reference: ORPHA:1949
    reference_title: "Self-limited neonatal epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "A rare genetic epilepsy syndrome characterized by seizures onset typically in the first week of life, in otherwise healthy newborns, and usually resolving within the first year of life."
    explanation: Orphanet definition of self-limited neonatal epilepsy.
- name: SYNGAP1-related Disorder
  display_name: SYNGAP1-related Disorder (SRD)
  subtype_term:
    preferred_term: SYNGAP1-related developmental and epileptic encephalopathy
    term:
      id: MONDO:0012960
      label: intellectual disability, autosomal dominant 5
  description: >
    A monogenic developmental and epileptic encephalopathy caused by SYNGAP1 haploinsufficiency.
    Presents with intellectual disability, generalized epilepsy, and autism spectrum-associated
    behavioral and sensory abnormalities. Individuals typically present in infancy with global
    developmental delay and hypotonia, with later-onset generalized epilepsy characterized by
    atypical absences, myoclonic and myoclonic-atonic seizures, and eyelid myoclonia with reflex
    triggers. Drug resistance is common, and developmental regression frequently coincides with
    seizure and EEG worsening. Nearly all individuals manifest moderate-to-severe intellectual
    disability with disproportionately severe expressive language impairment, autism spectrum
    features, ADHD-like symptoms, severe irritability, and marked sensory abnormalities.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "most individuals present in infancy with global developmental delay, hypotonia, and later-onset generalized epilepsy characterized by atypical absences, myoclonic and myoclonic-atonic seizures, and eyelid myoclonia, often with eye-closure, fixation-off, or eating-induced reflex triggers."
    explanation: Comprehensive review establishing SRD clinical phenotype and characteristic seizure types.
pathophysiology:
- name: Neuronal Hyperexcitability
  conforms_to: "epilepsy_excitation_inhibition_imbalance#Excitation-Inhibition Imbalance"
  description: >
    Imbalance between excitatory (glutamate) and inhibitory (GABA)
    neurotransmission leads to synchronized, excessive neuronal firing.
    Ion channel dysfunction is a common mechanism.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  - preferred_term: GABAergic Interneuron
    term:
      id: CL:0000617
      label: GABAergic neuron
  biological_processes:
  - preferred_term: Synaptic Transmission
    term:
      id: GO:0007268
      label: chemical synaptic transmission
- name: Blood-Brain Barrier Disruption
  description: >
    Loss of tight junction proteins (claudin-5) in brain endothelial cells
    leads to blood-brain barrier breakdown, allowing albumin extravasation
    and disruption of ionic homeostasis.
  cell_types:
  - preferred_term: Endothelial Cell
    term:
      id: CL:0000115
      label: endothelial cell
  biological_processes:
  - preferred_term: Blood-Brain Barrier Maintenance
    term:
      id: GO:0035633
      label: maintenance of blood-brain barrier
  downstream:
  - target: Network Hyperexcitability
    description: BBB disruption causes albumin entry and altered ionic balance, increasing neuronal excitability.
  evidence:
  - reference: PMID:35422069
    reference_title: "Microvascular stabilization via blood-brain barrier regulation prevents seizure activity."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "claudin-5 protein levels are significantly diminished in surgically resected brain tissue from patients with treatment-resistant epilepsy. Concomitantly, dynamic contrast-enhanced MRI in these patients showed widespread BBB disruption."
    explanation: Demonstrates that BBB dysfunction occurs in human epilepsy patients and is characterized by loss of tight junction proteins.
  - reference: PMID:35422069
    reference_title: "Microvascular stabilization via blood-brain barrier regulation prevents seizure activity."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "targeted disruption of claudin-5 in the hippocampus or genetic heterozygosity of claudin-5 in mice exacerbates kainic acid-induced seizures and BBB disruption"
    explanation: Shows that partial (heterozygous) loss of claudin-5 or focal hippocampal disruption worsens both chemically-induced seizures and BBB breakdown, indicating a dose-dependent contribution of tight-junction integrity to seizure susceptibility.
  - reference: PMID:35422069
    reference_title: "Microvascular stabilization via blood-brain barrier regulation prevents seizure activity."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "inducible knockdown of claudin-5 in mice leads to spontaneous recurrent seizures, severe neuroinflammation, and mortality."
    explanation: Establishes causal role of BBB dysfunction in seizure generation, showing that disruption of endothelial tight junctions is sufficient to trigger spontaneous seizures.
  - reference: PMID:35422069
    reference_title: "Microvascular stabilization via blood-brain barrier regulation prevents seizure activity."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "RepSox, a regulator of claudin-5 expression, can prevent seizure activity in experimental epilepsy."
    explanation: Provides proof-of-concept that stabilizing the BBB through claudin-5 upregulation can prevent seizures, supporting BBB as a therapeutic target.
- name: Network Hyperexcitability
  description: >
    Abnormal synchronization of neuronal networks that can recruit
    adjacent or distant brain regions, leading to seizure propagation.
  biological_processes:
  - preferred_term: Neuronal Activity
    term:
      id: GO:0019226
      label: transmission of nerve impulse
- name: Neuroinflammation and Gliosis
  description: >
    Activation of microglia and reactive astrocytes following brain injury
    or during seizures, releasing inflammatory mediators and undergoing
    morphological changes that alter the brain microenvironment.
  cell_types:
  - preferred_term: Astrocyte
    term:
      id: CL:0000127
      label: astrocyte
  - preferred_term: Microglia
    term:
      id: CL:0000129
      label: microglial cell
  biological_processes:
  - preferred_term: Neuroinflammatory Response
    term:
      id: GO:0150076
      label: neuroinflammatory response
  downstream:
  - target: Lipoxygenase-Mediated Lipid Peroxidation and Eicosanoid Signaling
    description: Neuroinflammatory activation of phospholipase A2 releases arachidonic acid from membrane phospholipids, providing substrate for LOX-mediated eicosanoid generation (a positive-feedback arm of the neuroinflammatory cascade).
  - target: Complement System-Mediated Microglial Neuroinflammation
    description: Neuroinflammatory signals activate complement cascade and microglial synaptic pruning pathways.
  - target: Synaptic Reorganization
    description: Inflammatory mediators and glial activation alter synaptic structure and connectivity.
- name: Lipoxygenase-Mediated Lipid Peroxidation and Eicosanoid Signaling
  description: >
    Lipoxygenase (LOX) enzymes, particularly 5-LOX and 12/15-LOX, catalyze the generation of bioactive
    lipid metabolites (eicosanoids including leukotrienes and lipoxins) from arachidonic acid. LOX-mediated
    lipid peroxidation contributes to oxidative stress and pro-inflammatory signaling, with dysregulation
    of LOX activity contributing to blood-brain barrier disruption, glial cell activation, cytokine release,
    immune cell infiltration, and neuronal hyperexcitability. These eicosanoid mediators propagate
    neuroinflammatory cascades that promote seizure susceptibility and drug-resistant epilepsy.
  cell_types:
  - preferred_term: Microglia
    term:
      id: CL:0000129
      label: microglial cell
  - preferred_term: Astrocyte
    term:
      id: CL:0000127
      label: astrocyte
  - preferred_term: Endothelial Cell
    term:
      id: CL:0000115
      label: endothelial cell
  biological_processes:
  - preferred_term: Lipoxygenase Pathway
    term:
      id: GO:0019372
      label: lipoxygenase pathway
  - preferred_term: Inflammatory Response
    term:
      id: GO:0006954
      label: inflammatory response
  - preferred_term: Oxidative Stress
    term:
      id: GO:0006979
      label: response to oxidative stress
  downstream:
  - target: Blood-Brain Barrier Disruption
    description: LOX-derived eicosanoids and oxidative stress compromise endothelial tight junction integrity (claudin-5) leading to BBB breakdown.
  - target: Neuroinflammation and Gliosis
    description: LOX-mediated lipid peroxidation activates microglia and astrocytes, propagating neuroinflammatory signaling.
  - target: Neuronal Hyperexcitability
    description: Eicosanoid mediators from LOX activity enhance neuronal excitability through altered ion channel function and synaptic transmission.
  evidence:
  - reference: PMID:42331232
    reference_title: "Lipoxygenase (LOX) signaling in epilepsy: Pathophysiology and therapeutic prospects."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "lipoxygenase (LOX) enzymes play a pivotal role in mediating oxidative stress, lipid peroxidation, and pro-inflammatory signaling through the generation of bioactive lipid metabolites"
    explanation: Review establishes LOX enzymes as central mediators of oxidative and inflammatory stress in epilepsy pathophysiology.
  - reference: PMID:42331232
    reference_title: "Lipoxygenase (LOX) signaling in epilepsy: Pathophysiology and therapeutic prospects."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "Dysregulation of LOX activity contributes to epileptogenic processes, such as blood-brain barrier disruption, glial activation, cytokine release, immune-cell infiltration, neuronal hyperexcitability, and neuronal death"
    explanation: Comprehensive review documenting LOX dysregulation as a driver of multiple epileptogenic mechanisms including BBB disruption and glial activation.
  - reference: PMID:42331232
    reference_title: "Lipoxygenase (LOX) signaling in epilepsy: Pathophysiology and therapeutic prospects."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "LOX pathways, particularly those mediated by 5-LOX and 12/15-LOX, play a major role in the pathophysiology of epileptic seizures and may also contribute to neuropsychiatric comorbidities"
    explanation: Review identifies 5-LOX and 12/15-LOX as principal contributors to both seizure pathophysiology and associated neuropsychiatric complications in epilepsy.
- name: Complement System-Mediated Microglial Neuroinflammation
  description: >
    Complement cascade activation contributes to microglial-mediated
    neuroinflammation and synaptic remodeling in epilepsy. Accumulating preclinical
    evidence indicates that abnormal complement activation contributes to
    epileptogenesis as a potential driver rather than merely an epiphenomenon of
    neuroinflammation, promoting aberrant synaptic remodeling and progressive
    neuronal dysfunction underlying seizure susceptibility.
  cell_types:
  - preferred_term: Microglia
    term:
      id: CL:0000129
      label: microglial cell
  - preferred_term: Neuron
    term:
      id: CL:0000540
      label: neuron
  biological_processes:
  - preferred_term: Complement Activation
    term:
      id: GO:0006956
      label: complement activation
    modifier: INCREASED
  downstream:
  - target: Synaptic Reorganization
    description: Complement-mediated synaptic pruning and microglial phagocytosis contribute to aberrant synaptic remodeling and loss of network connectivity.
  evidence:
  - reference: PMID:42269875
    reference_title: "Complement System-Mediated Immunomodulation in Epilepsy: From Pathogenesis to Therapeutic Opportunities."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Accumulating preclinical evidence indicates that abnormal complement activation contributes to epileptogenesis. This suggests that complement dysregulation is not merely an epiphenomenon of neuroinflammation but rather a potential driver of seizure development and progression."
    explanation: Review synthesizes preclinical evidence that complement system dysregulation is a primary driver of epileptogenesis, not just a secondary consequence of inflammation.
  - reference: PMID:42269875
    reference_title: "Complement System-Mediated Immunomodulation in Epilepsy: From Pathogenesis to Therapeutic Opportunities."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "This review summarizes current preclinical and clinical evidence on complement-mediated mechanisms in epilepsy, with a focus on neuroinflammation, synaptic remodeling, glial proliferation, biomarkers, and therapeutic targets."
    explanation: Establishes that complement system activation is mechanistically linked to multiple pathophysiological processes in epilepsy including synaptic remodeling and glial activation.
- name: Synaptic Reorganization
  description: >
    Aberrant sprouting, formation of new synaptic connections, and
    altered synaptic plasticity that promote recurrent excitatory circuits
    and seizure susceptibility.
  biological_processes:
  - preferred_term: Synaptic Plasticity
    term:
      id: GO:0048167
      label: regulation of synaptic plasticity
- name: mTOR Pathway Hyperactivation
  description: >
    Constitutive activation of the mechanistic target of rapamycin (mTOR)
    signaling pathway, driving abnormal neuronal growth and development
    of dysmorphic neurons in focal cortical malformations.
  biological_processes:
  - preferred_term: mTOR Signaling
    term:
      id: GO:0031929
      label: TOR signaling
  downstream:
  - target: Dysmorphic Neuron Generation
    description: Hyperactive mTOR signaling causes abnormal neuronal soma enlargement and cytoskeletal changes.
  evidence:
  - reference: PMID:31174205
    reference_title: "Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Treatment with the mTORC1 inhibitor rapamycin starting after 3 weeks of age significantly prolonged the survival of Depdc5cc+ mice and partially rescued the behavioral hyperactivity."
    explanation: Demonstrates that mTORC1 pathway hyperactivation caused by DEPDC5 loss drives epilepsy pathogenesis and that mTOR inhibition can rescue the phenotype.
  - reference: PMID:31174205
    reference_title: "Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Rapamycin decreased the enlarged brain size of Depdc5cc+ mice with corresponding decrease in neuronal soma size."
    explanation: Shows that mTOR hyperactivation causes abnormal neuronal growth contributing to epileptogenesis, which can be reversed by mTOR inhibition.
- name: Dysmorphic Neuron Generation
  description: >
    Formation of abnormally enlarged neurons with cytoskeletal disruption
    and cellular senescence markers, creating epileptogenic foci in
    cortical malformations.
  evidence:
  - reference: PMID:38710875
    reference_title: "Targeting pathological cells with senolytic drugs reduces seizures in neurodevelopmental mTOR-related epilepsy."
    supports: PARTIAL
    evidence_source: HUMAN_CLINICAL
    snippet: "We uncovered multiple signatures of cellular senescence in these pathological cells, including p53/p16 expression, SASP expression and senescence-associated β-galactosidase activity."
    explanation: Supports senescence signatures in pathological cells of mTOR-related FCD, but only partially supports all structural details in this descriptor.
  - reference: PMID:38710875
    reference_title: "Targeting pathological cells with senolytic drugs reduces seizures in neurodevelopmental mTOR-related epilepsy."
    supports: PARTIAL
    evidence_source: MODEL_ORGANISM
    snippet: "administration of senolytic drugs (dasatinib/quercetin) decreases the load of senescent cells and reduces seizure frequency in an MtorS2215F FCDII preclinical mouse model"
    explanation: Supports seizure reduction via senolytics in an mTOR-related model, but only partially supports this broader dysmorphic neuron descriptor.
- name: SYNGAP1 Haploinsufficiency
  conforms_to: "excitatory_synapse_scaffold_disruption#Postsynaptic Scaffold Disruption"
  description: >
    Heterozygous loss-of-function variants in SYNGAP1 cause haploinsufficiency of the
    postsynaptic Ras GTPase-activating protein SynGAP, the proximal molecular lesion
    in SYNGAP1-related disorder.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: Synapse assembly
    term:
      id: GO:0007416
      label: synapse assembly
  - preferred_term: Glutamate receptor signaling pathway
    term:
      id: GO:0007215
      label: glutamate receptor signaling pathway
  downstream:
  - target: Ras/Rap-ERK Signaling Dysregulation
    description: Reduced SynGAP protein removes negative regulation of Ras/Rap-ERK signaling at the postsynaptic density.
  - target: GABAergic Interneuron Dysfunction
    description: Beyond glutamatergic pyramidal neurons, SynGAP haploinsufficiency also impairs the development and function of GABAergic inhibitory interneurons.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "SYNGAP1-related disorder (SRD) is a monogenic synaptopathy caused"
    explanation: Identifies SYNGAP1 haploinsufficiency as the causal molecular lesion of SRD.
- name: Ras/Rap-ERK Signaling Dysregulation
  description: >
    SynGAP normally inactivates Ras and Rap at the postsynaptic density; its loss
    produces excessive Ras/Rap-ERK signaling that perturbs downstream synaptic
    structural and functional plasticity.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: Ras/Rap-ERK signaling
    term:
      id: GO:0007265
      label: Ras protein signal transduction
    modifier: INCREASED
  downstream:
  - target: Accelerated Dendritic Spine Maturation
    description: Excess Ras/Rap-ERK signaling drives precocious dendritic spine structural maturation.
  - target: AMPA Receptor Trafficking Disruption
    description: Dysregulated Ras/Rap-ERK signaling alters trafficking of AMPA-type glutamate receptors at the synapse.
  - target: Postsynaptic Density Destabilization
    description: Persistent Ras/Rap-ERK signaling destabilizes the molecular architecture of the postsynaptic density.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "loss of the postsynaptic Ras GTPase-activating protein SynGAP disrupts Ras/Rap-ERK signaling"
    explanation: Review of mouse and in vitro data establishing Ras/Rap-ERK dysregulation as the immediate signaling consequence of SynGAP loss.
- name: Accelerated Dendritic Spine Maturation
  description: >
    Loss of SynGAP-mediated regulation drives premature structural maturation of
    dendritic spines on cortical pyramidal neurons, locking spines into mature
    morphologies earlier than the normal developmental timetable.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: Dendritic spine maturation
    term:
      id: GO:0060996
      label: dendritic spine development
    modifier: INCREASED
  downstream:
  - target: Cortical Circuit Hard-Wiring
    description: Precocious spine maturation contributes to early lock-in of cortical circuit connectivity.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "accelerates dendritic spine maturation"
    explanation: Review synthesis of animal-model evidence that SynGAP loss accelerates dendritic spine structural maturation.
- name: AMPA Receptor Trafficking Disruption
  description: >
    SynGAP loss alters the trafficking of AMPA-type glutamate receptors to and
    from the postsynaptic membrane, perturbing excitatory synaptic transmission
    strength and plasticity.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: AMPA receptor trafficking
    term:
      id: GO:0099072
      label: regulation of postsynaptic membrane neurotransmitter receptor levels
  downstream:
  - target: Cortical Circuit Hard-Wiring
    description: Altered AMPA receptor trafficking contributes to aberrant excitatory synaptic strength underlying premature circuit consolidation.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "alters AMPA receptor trafficking"
    explanation: Review synthesis of in vitro and animal-model evidence for altered AMPA receptor trafficking with SynGAP loss.
- name: Postsynaptic Density Destabilization
  conforms_to: "excitatory_synapse_scaffold_disruption#Excitatory Postsynaptic Structural Deficit"
  description: >
    SynGAP is a major scaffold component of the postsynaptic density; its
    haploinsufficiency destabilizes postsynaptic density architecture and
    scaffolding integrity at excitatory synapses.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: Postsynaptic density assembly
    term:
      id: GO:0097107
      label: postsynaptic density assembly
    modifier: DECREASED
  downstream:
  - target: Cortical Circuit Hard-Wiring
    description: Loss of PSD scaffolding integrity contributes to aberrant maturation and stabilization of cortical synapses.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "destabilizes postsynaptic density architecture"
    explanation: Review synthesis of model-organism data on PSD architectural destabilization with SynGAP loss.
- name: Cortical Circuit Hard-Wiring
  conforms_to: "excitatory_synapse_scaffold_disruption#Circuit-Level Dysfunction"
  description: >
    Premature spine maturation, altered AMPA receptor trafficking, and PSD
    destabilization converge to lock cortical circuits into early, rigid
    connectivity patterns, with abnormal oscillatory dynamics and impaired
    synaptic plasticity at the network level.
  cell_types:
  - preferred_term: Pyramidal Neuron
    term:
      id: CL:0000598
      label: pyramidal neuron
  biological_processes:
  - preferred_term: Regulation of synaptic plasticity
    term:
      id: GO:0048167
      label: regulation of synaptic plasticity
    modifier: DECREASED
  downstream:
  - target: Neuronal Hyperexcitability
    description: Aberrant cortical circuit consolidation and impaired plasticity contribute to excitatory/inhibitory imbalance underlying SRD seizures.
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "producing early \"hard-wiring\" of cortical circuits, abnormal oscillatory dynamics, and impaired plasticity."
    explanation: Review synthesis describing the network-level developmental consequence of converging molecular and synaptic defects in SRD.
- name: GABAergic Interneuron Dysfunction
  description: >
    SYNGAP1 is expressed in GABAergic inhibitory interneurons as well as
    glutamatergic pyramidal neurons. Haploinsufficiency in medial ganglionic
    eminence-derived parvalbumin and somatostatin interneurons impairs inhibitory
    circuit development and produces abnormal cortical oscillatory dynamics,
    reducing effective inhibitory tone and contributing to the excitatory/inhibitory
    imbalance that drives network hyperexcitability in SRD.
  cell_types:
  - preferred_term: GABAergic Interneuron
    term:
      id: CL:0011005
      label: GABAergic interneuron
  biological_processes:
  - preferred_term: GABAergic synaptic transmission
    term:
      id: GO:0051932
      label: synaptic transmission, GABAergic
    modifier: DECREASED
  downstream:
  - target: Neuronal Hyperexcitability
    description: Reduced interneuron-mediated inhibition shifts the cortical excitatory/inhibitory balance toward hyperexcitability and seizure susceptibility.
  evidence:
  - reference: PMID:37558489
    reference_title: "Interneuron-Targeted Disruption of SYNGAP1 Alters Sensory Representations in the Neocortex and Impairs Sensory Learning."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "SynGAP plays a critical role in the function of GABAergic inhibitory interneurons as well as glutamatergic pyramidal neurons in the neocortex"
    explanation: Mouse study establishing that SynGAP function in inhibitory interneurons contributes to cortical circuit function, supporting an inhibitory-side mechanism distinct from the glutamatergic arm.
  - reference: PMID:39406516
    reference_title: "Developmental Syngap1 Haploinsufficiency in Medial Ganglionic Eminence-Derived Interneurons Impairs Auditory Cortex Activity, Social Behavior, and Extinction of Fear Memory."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Mice with prenatal-onset Syngap1 haploinsufficiency restricted to Nkx2.1-expressing neurons show abnormal cortical oscillations and increased entrainment induced by 40 Hz auditory stimulation but lack stimulus-specific adaptation"
    explanation: Mouse study showing Syngap1 haploinsufficiency restricted to MGE-derived (Nkx2.1-expressing) interneurons produces abnormal cortical oscillations, linking interneuron dysfunction to network-level alterations in SRD.
- name: Complement System Activation and Dysregulation
  description: >
    Aberrant activation of the complement cascade (C1q, C3, C5) leads to dysregulated
    complement-mediated signaling, driving both neuroinflammation and synaptic remodeling
    that directly contribute to seizure development and disease progression. Complement
    dysregulation is not merely an epiphenomenon of neuroinflammation but a potential
    driver of epileptogenesis.
  cell_types:
  - preferred_term: Microglia
    term:
      id: CL:0000129
      label: microglial cell
  - preferred_term: Neuron
    term:
      id: CL:0000540
      label: neuron
  biological_processes:
  - preferred_term: Complement Activation
    term:
      id: GO:0006956
      label: complement activation
    modifier: INCREASED
  - preferred_term: Regulation of Complement Activation
    term:
      id: GO:0030449
      label: regulation of complement activation
  downstream:
  - target: Neuroinflammation and Gliosis
    description: Complement dysregulation drives microglial C3 deposition and inflammatory mediator release, contributing to the neuroinflammatory cascade.
  - target: Synaptic Reorganization
    description: Complement-mediated C3b deposition and microglial-synaptic pruning alter synaptic structure, connectivity, and plasticity.
  evidence:
  - reference: PMID:42269875
    reference_title: "Complement System-Mediated Immunomodulation in Epilepsy: From Pathogenesis to Therapeutic Opportunities."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "Accumulating preclinical evidence indicates that abnormal complement activation contributes to epileptogenesis"
    explanation: Review synthesis establishing complement activation as a key driver of epileptogenesis, with focus on neuroinflammation, synaptic remodeling, and glial proliferation mechanisms.
phenotypes:
- name: Seizures
  category: Neurological
  frequency: VERY_FREQUENT
  diagnostic: true
  phenotype_term:
    preferred_term: Seizure
    term:
      id: HP:0001250
      label: Seizure
- name: Generalized Tonic-Clonic Seizures
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: Juvenile Absence Epilepsy
  description: >
    Bilateral tonic stiffening followed by rhythmic clonic jerking, with loss
    of consciousness. The most common seizure type across multiple epilepsy syndromes.
  phenotype_term:
    preferred_term: Bilateral tonic-clonic seizure
    term:
      id: HP:0002069
      label: Bilateral tonic-clonic seizure
  evidence:
  - reference: ORPHA:1941
    reference_title: "Juvenile absence epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0002069 | Bilateral tonic-clonic seizure | Very frequent (99-80%)"
    explanation: Orphanet phenotype data for juvenile absence epilepsy shows bilateral tonic-clonic seizures are very frequent.
- name: Absence Seizures
  category: Neurological
  frequency: FREQUENT
  subtype: Juvenile Absence Epilepsy
  description: >
    Brief episodes of impaired awareness with behavioral arrest, typically lasting
    5-30 seconds with abrupt onset and offset. Characteristic 3 Hz spike-and-wave
    discharges on EEG.
  phenotype_term:
    preferred_term: Absence seizure
    term:
      id: HP:0002121
      label: Generalized non-motor (absence) seizure
  evidence:
  - reference: ORPHA:1941
    reference_title: "Juvenile absence epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0002121 | Generalized non-motor (absence) seizure | Frequent (79-30%)"
    explanation: Orphanet data shows absence seizures are frequent in juvenile absence epilepsy.
- name: Myoclonic Seizures
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: Juvenile Myoclonic Epilepsy
  description: >
    Brief, shock-like involuntary jerks of a muscle or group of muscles,
    often occurring in the morning shortly after awakening.
  phenotype_term:
    preferred_term: Myoclonic seizure
    term:
      id: HP:0032794
      label: Myoclonic seizure
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0007000 | Morning myoclonic jerks | Very frequent (99-80%)"
    explanation: Orphanet cites HP:0007000 (Morning myoclonic jerks), a more specific child term of HP:0032794 (Myoclonic seizure). The broader term is used here as it applies across epilepsy subtypes, not just JME.
- name: Focal-Onset Seizures
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: Self-Limited Neonatal Epilepsy
  description: >
    Seizures originating from a specific brain region, with clinical features
    reflecting the function of the cortical area involved. May be with preserved
    or impaired awareness.
  phenotype_term:
    preferred_term: Focal-onset seizure
    term:
      id: HP:0007359
      label: Focal-onset seizure
  evidence:
  - reference: ORPHA:1949
    reference_title: "Self-limited neonatal epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0007359 | Focal-onset seizure | Very frequent (99-80%)"
    explanation: Orphanet data shows focal-onset seizures are very frequent in self-limited neonatal epilepsy.
- name: Myoclonic-Atonic Seizures
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: Epilepsy with Myoclonic-Atonic Seizures
  description: >
    Seizures with a brief myoclonic jerk followed by loss of muscle tone causing
    a fall. The defining seizure type in Doose syndrome.
  phenotype_term:
    preferred_term: Myoclonic-atonic seizure
    term:
      id: HP:0011170
      label: Generalized myoclonic-atonic seizure
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0011170 | Myoclonic atonic seizures | Very frequent (99-80%)"
    explanation: Orphanet data shows myoclonic-atonic seizures are very frequent in Doose syndrome.
- name: Status Epilepticus
  category: Neurological
  frequency: VERY_RARE
  subtype: Juvenile Myoclonic Epilepsy
  description: >
    Prolonged seizure activity (>5 minutes) or recurrent seizures without recovery
    of consciousness between episodes. A medical emergency with significant mortality risk.
  phenotype_term:
    preferred_term: Status epilepticus
    term:
      id: HP:0002133
      label: Status epilepticus
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0002133 | Status epilepticus | Very rare (<4-1%)"
    explanation: Orphanet data shows status epilepticus is very rare in JME.
- name: Febrile Seizures
  category: Neurological
  frequency: OCCASIONAL
  description: >
    Seizures occurring in the setting of fever in children aged 3 months to 6 years.
    A risk factor for later development of epilepsy.
  phenotype_term:
    preferred_term: Febrile seizure
    term:
      id: HP:0002373
      label: Febrile seizure (within the age range of 3 months to 6 years)
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0002373 | Febrile seizure (within the age range of 3 months to 6 years) | Occasional (29-5%)"
    explanation: Orphanet data shows febrile seizures occur occasionally in JME patients.
- name: EEG Abnormality
  category: Neurological
  frequency: VERY_FREQUENT
  diagnostic: true
  description: >
    Abnormal electroencephalographic patterns including interictal epileptiform
    discharges, spike-and-wave complexes, and polyspike-wave complexes. EEG is
    a cornerstone of epilepsy diagnosis and classification.
  phenotype_term:
    preferred_term: EEG abnormality
    term:
      id: HP:0002353
      label: EEG abnormality
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0002392 | EEG with polyspike wave complexes | Very frequent (99-80%)"
    explanation: Orphanet data shows polyspike-wave complexes on EEG are very frequent in JME.
  - reference: ORPHA:1949
    reference_title: "Self-limited neonatal epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0011188 | Focal EEG discharges with secondary generalization | Very frequent (99-80%)"
    explanation: Orphanet data shows focal EEG discharges with secondary generalization are very frequent in self-limited neonatal epilepsy.
- name: Postictal Confusion
  category: Neurological
  frequency: FREQUENT
  notes: Confusion following generalized or complex partial seizures
  phenotype_term:
    preferred_term: Confusion
    term:
      id: HP:0001289
      label: Confusion
- name: Aura
  category: Neurological
  frequency: FREQUENT
  subtype: Focal Epilepsy
  notes: Warning symptoms before focal seizures including visual, somatosensory, olfactory, or psychic phenomena
  phenotype_term:
    preferred_term: Sensory Disturbance
    term:
      id: HP:0003474
      label: Somatic sensory dysfunction
- name: Automatisms
  category: Neurological
  frequency: FREQUENT
  subtype: Temporal Lobe Epilepsy
  description: >
    Repetitive, semi-purposeful motor activities occurring during focal seizures
    with impaired awareness. Common in temporal lobe epilepsy, including orofacial
    and manual automatisms.
  phenotype_term:
    preferred_term: Focal automatism seizure
    term:
      id: HP:0032898
      label: Focal automatism seizure
- name: Memory Impairment
  category: Cognitive
  description: >
    Cognitive dysfunction affecting memory is common, particularly in temporal
    lobe epilepsy. Both seizures and some antiseizure medications contribute.
  notes: Frequently reported in temporal lobe epilepsy; quantitative frequency data across all epilepsy subtypes is limited.
  phenotype_term:
    preferred_term: Memory Impairment
    term:
      id: HP:0002354
      label: Memory impairment
- name: Intellectual Disability
  category: Cognitive
  frequency: FREQUENT
  subtype: Epilepsy with Myoclonic-Atonic Seizures
  description: >
    Intellectual disability is associated with several epilepsy syndromes,
    particularly the epileptic encephalopathies and myoclonic-atonic epilepsy.
  phenotype_term:
    preferred_term: Intellectual disability
    term:
      id: HP:0001249
      label: Intellectual disability
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0001249 | Intellectual disability | Frequent (79-30%)"
    explanation: Orphanet data shows intellectual disability is frequent in epilepsy with myoclonic-atonic seizures.
- name: Attention Deficit Hyperactivity Disorder
  category: Psychiatric
  frequency: FREQUENT
  subtype: Epilepsy with Myoclonic-Atonic Seizures
  description: >
    ADHD is a common comorbidity across epilepsy syndromes, particularly
    in childhood-onset forms.
  phenotype_term:
    preferred_term: Attention deficit hyperactivity disorder
    term:
      id: HP:0007018
      label: Attention deficit hyperactivity disorder
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0007018 | Attention deficit hyperactivity disorder | Frequent (79-30%)"
    explanation: Orphanet data shows ADHD is frequent in epilepsy with myoclonic-atonic seizures.
- name: Depression
  category: Psychiatric
  frequency: OCCASIONAL
  description: >
    Depression is highly prevalent in people with epilepsy, with a bidirectional
    relationship. Both shared neurobiological mechanisms and psychosocial factors
    contribute.
  phenotype_term:
    preferred_term: Depression
    term:
      id: HP:0000716
      label: Depression
  evidence:
  - reference: PMID:23175727
    reference_title: "Depression in epilepsy: a systematic review and meta-analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "overall prevalence of active (current or past-year) depression of 23.1%"
    explanation: Systematic review and meta-analysis of 14 studies showing 23.1% prevalence of active depression in people with epilepsy.
  - reference: PMID:23175727
    reference_title: "Depression in epilepsy: a systematic review and meta-analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "overall OR of active depression of 2.77 (95% CI 2.09-3.67) in PWE"
    explanation: People with epilepsy have 2.77 times higher odds of active depression compared to the general population.
  - reference: PMID:26549780
    reference_title: "Comorbidities of epilepsy: current concepts and future perspectives."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Several mechanisms explain how epilepsy and comorbidities are associated, including shared risk factors and bidirectional relations."
    explanation: Keezer et al. reviews the bidirectional relationship between epilepsy and depression, with shared pathophysiological mechanisms.
- name: Anxiety
  category: Psychiatric
  frequency: OCCASIONAL
  subtype: Juvenile Absence Epilepsy
  description: >
    Anxiety disorders are common in epilepsy, with both interictal and
    peri-ictal anxiety. Prevalence is significantly elevated compared to
    the general population.
  phenotype_term:
    preferred_term: Anxiety
    term:
      id: HP:0000739
      label: Anxiety
  evidence:
  - reference: ORPHA:1941
    reference_title: "Juvenile absence epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "HP:0000739 | Anxiety | Occasional (29-5%)"
    explanation: Orphanet data shows anxiety is an occasional phenotype in juvenile absence epilepsy.
  - reference: PMID:26549780
    reference_title: "Comorbidities of epilepsy: current concepts and future perspectives."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "including depression, anxiety, dementia, migraine, heart disease, peptic ulcers, and arthritis are up to eight times more common in people with epilepsy"
    explanation: Keezer et al. Lancet Neurol review documents anxiety among the major comorbidities of epilepsy.
- name: Headache
  category: Neurological
  description: >
    Migraine and other headache disorders are common comorbidities of epilepsy,
    with a bidirectional relationship. Both peri-ictal headaches and interictal
    migraine occur.
  phenotype_term:
    preferred_term: Headache
    term:
      id: HP:0002315
      label: Headache
  evidence:
  - reference: PMID:26549780
    reference_title: "Comorbidities of epilepsy: current concepts and future perspectives."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "including depression, anxiety, dementia, migraine, heart disease, peptic ulcers, and arthritis are up to eight times more common in people with epilepsy"
    explanation: Keezer et al. Lancet Neurol review documents migraine as a major comorbidity of epilepsy.
- name: Moderate-to-Severe Intellectual Disability
  category: Cognitive
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Developmental delay or intellectual disability is the defining, near-universal
    feature of SYNGAP1-related disorder, affecting essentially all individuals. In
    most it is moderate to severe, with a disproportionately severe expressive
    language impairment relative to the overall cognitive level (captured separately).
    This is the phenotype for which the disorder was historically named
    ("SYNGAP1-related intellectual disability").
  phenotype_term:
    preferred_term: Intellectual disability
    term:
      id: HP:0001249
      label: Intellectual disability
  evidence:
  - reference: PMID:30789692
    reference_title: "SYNGAP1-Related Intellectual Disability."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "developmental delay (DD) or intellectual disability (ID) (100% of affected individuals)"
    explanation: GeneReviews reports developmental delay or intellectual disability in 100% of individuals with SYNGAP1-related intellectual disability, establishing it as the defining near-universal feature and supporting the VERY_FREQUENT classification.
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Nearly all individuals with SRD have moderate-to-severe intellectual disability"
    explanation: Samanta 2026 review confirms that nearly all individuals with SRD have moderate-to-severe intellectual disability.
- name: Autism Spectrum Features
  category: Psychiatric
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Autism spectrum behavioral features are a near-universal comorbidity of SRD,
    co-occurring with intellectual disability and generalized epilepsy. ASD and
    other behavioral abnormalities affect up to half of individuals with SYNGAP1-
    related intellectual disability per GeneReviews, and Samanta 2026 positions
    autism spectrum features among the comorbidities present in almost all SRD
    individuals.
  phenotype_term:
    preferred_term: Autistic behavior
    term:
      id: HP:0000729
      label: Autistic behavior
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Autism spectrum features, profound expressive language impairment, ADHD-like symptoms, severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review identifies autism spectrum features as part of the cluster of almost-universal SRD comorbidities, substantiating the VERY_FREQUENT classification.
  - reference: PMID:30789692
    reference_title: "SYNGAP1-Related Intellectual Disability."
    supports: PARTIAL
    evidence_source: HUMAN_CLINICAL
    snippet: "autism spectrum disorder (ASD) and other behavioral abnormalities (≤50%)"
    explanation: GeneReviews quantifies formal ASD diagnosis at ≤50% prevalence, which on its own supports FREQUENT rather than VERY_FREQUENT. Marked PARTIAL because Samanta 2026 uses the broader "autism spectrum features" construct (almost universal); the GeneReviews figure refers to the narrower formal ASD diagnosis.
- name: Profound Expressive Language Impairment
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Disproportionately severe expressive language impairment is a clinically
    distinctive SRD feature — expressive deficits exceed what would be expected
    from the level of intellectual disability alone, and exceed receptive
    language ability.
  phenotype_term:
    preferred_term: Profound expressive language impairment
    term:
      id: HP:0002474
      label: Expressive language delay
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Nearly all individuals with SRD have moderate-to-severe intellectual disability, characterized by disproportionately severe expressive language impairment."
    explanation: Samanta 2026 review identifies disproportionately severe expressive language impairment as a near-universal, clinically distinctive SRD feature.
- name: Reflex Seizures
  category: Neurological
  frequency: FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Seizures precipitated by specific external triggers including eye-closure,
    fixation-off, and eating. The constellation of reflex seizure triggers is
    a distinctive SRD signature that, when present, supports clinical recognition
    of the syndrome.
  phenotype_term:
    preferred_term: Reflex seizure
    term:
      id: HP:0020207
      label: Reflex seizure
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "eye-closure, fixation-off, or eating-induced reflex triggers"
    explanation: Samanta 2026 review documents the characteristic eye-closure, fixation-off, and eating-induced reflex seizure triggers in SRD.
- name: SRD-Associated Insomnia
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Sleep-onset and sleep-maintenance insomnia are near-universal in SRD and
    are major drivers of caregiver burden, distinct from the more general
    sleep disturbances seen across many epilepsy syndromes.
  phenotype_term:
    preferred_term: Insomnia
    term:
      id: HP:0100785
      label: Insomnia
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review identifies sleep-onset and maintenance insomnia among the cluster of almost-universal SRD comorbidities, substantiating the VERY_FREQUENT classification.
- name: Sensory Behavioral Abnormality
  category: Neurological
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Marked sensory processing abnormalities — including atypical reactivity to
    sensory stimuli and sensory-seeking or -avoiding behaviors — are near-universal
    comorbidities of SRD that contribute substantially to caregiver burden.
  phenotype_term:
    preferred_term: Sensory behavioral abnormality
    term:
      id: HP:5200046
      label: Sensory behavioral abnormality
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review identifies marked sensory abnormalities as a near-universal SRD comorbidity.
- name: ADHD-like Features
  category: Psychiatric
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Attention-deficit/hyperactivity-like symptoms are among the cluster of
    almost-universal SRD behavioral comorbidities, co-occurring with autism
    spectrum features and intellectual disability and contributing substantially
    to caregiver burden.
  phenotype_term:
    preferred_term: ADHD-like features
    term:
      id: HP:0007018
      label: Attention deficit hyperactivity disorder
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "ADHD-like symptoms, severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review lists ADHD-like symptoms among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
- name: Severe Irritability
  category: Psychiatric
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Severe irritability is a near-universal SRD behavioral comorbidity that,
    together with self-injurious behavior and sensory abnormalities, is a major
    driver of caregiver burden.
  phenotype_term:
    preferred_term: Severe irritability
    term:
      id: HP:0000737
      label: Irritability
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "severe irritability, self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review lists severe irritability among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
- name: Self-Injurious Behavior
  category: Psychiatric
  frequency: VERY_FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Self-injurious behavior is a near-universal SRD behavioral comorbidity and a
    major driver of caregiver burden, co-occurring with severe irritability and
    sensory processing abnormalities.
  phenotype_term:
    preferred_term: Self-injurious behavior
    term:
      id: HP:0100716
      label: Self-injurious behavior
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "self-injury, sleep-onset and maintenance insomnia, and marked sensory abnormalities are almost universal comorbidities"
    explanation: Samanta 2026 review lists self-injury among the almost-universal SRD behavioral comorbidities, supporting the VERY_FREQUENT classification.
- name: Infantile Hypotonia
  category: Neurological
  frequency: FREQUENT
  subtype: SYNGAP1-related Disorder
  description: >
    Generalized hypotonia presenting in infancy is part of the early-onset SRD
    phenotype, typically co-occurring with global developmental delay and
    preceding the later-onset generalized epilepsy.
  phenotype_term:
    preferred_term: Infantile hypotonia
    term:
      id: HP:0001290
      label: Generalized hypotonia
  evidence:
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "most individuals present in infancy with global developmental delay, hypotonia"
    explanation: Samanta 2026 review reports that most individuals with SRD present in infancy with global developmental delay and hypotonia, supporting hypotonia as a frequent early feature.
- name: Feeding Difficulties
  category: Gastrointestinal
  subtype: SYNGAP1-related Disorder
  description: >
    Feeding difficulties can be clinically significant in a subset of individuals
    with SRD, sometimes requiring nasogastric or gastrostomy feeding support per
    GeneReviews management guidance.
  phenotype_term:
    preferred_term: Feeding difficulties
    term:
      id: HP:0011968
      label: Feeding difficulties
  evidence:
  - reference: PMID:30789692
    reference_title: "SYNGAP1-Related Intellectual Disability."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Feeding difficulties can be significant in some"
    explanation: GeneReviews SYNGAP1-related intellectual disability chapter documents clinically significant feeding difficulties in a subset of affected individuals.
progression:
- phase: SUDEP Risk
  notes: >
    Sudden unexpected death in epilepsy (SUDEP) can affect individuals of any age
    but is most common in younger adults (aged 20-45 years). Generalized tonic-clonic
    seizures are the greatest risk factor. Postictal apnea and bradycardia progress
    to asystole.
  evidence:
  - reference: PMID:27571159
    reference_title: "Sudden unexpected death in epilepsy: epidemiology, mechanisms, and prevention."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Sudden unexpected death in epilepsy (SUDEP) can affect individuals of any age, but is most common in younger adults (aged 20-45 years)."
    explanation: Devinsky et al. Lancet Neurol review establishes SUDEP epidemiology and age distribution.
  - reference: PMID:27571159
    reference_title: "Sudden unexpected death in epilepsy: epidemiology, mechanisms, and prevention."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Generalised tonic-clonic seizures are the greatest risk factor for SUDEP"
    explanation: Identifies the primary risk factor for SUDEP.
  - reference: PMID:27571159
    reference_title: "Sudden unexpected death in epilepsy: epidemiology, mechanisms, and prevention."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Typically, postictal apnoea and bradycardia progress to asystole and death."
    explanation: Describes the pathophysiological mechanism of SUDEP.
genetic:
- name: SCN1A
  association: Causative
  notes: Dravet syndrome, GEFS+; also disease-causing in epilepsy with myoclonic-atonic seizures
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "SCN1A | sodium voltage-gated channel alpha subunit 1 | hgnc:10585 | Disease-causing germline mutation(s) in"
    explanation: Orphanet confirms SCN1A as disease-causing in epilepsy with myoclonic-atonic seizures.
  - reference: PMID:37812819
    reference_title: "Temporal manipulation of the Scn1a gene reveals its essential role in adult brain function."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "It is caused by haploinsufficiency of SCN1A gene encoding for the α-subunit of the voltage-gated sodium channel Nav1.1."
    explanation: Establishes SCN1A haploinsufficiency as the genetic cause of Dravet syndrome epileptic encephalopathy.
  - reference: PMID:37812819
    reference_title: "Temporal manipulation of the Scn1a gene reveals its essential role in adult brain function."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Induction of heterozygous Nav1.1 mutation at P30 and P60 elicited susceptibility to the development of both spontaneous and hyperthermia-induced seizures and SUDEP rates comparable to P2-induced mice, with symptom onset accompanied by the characteristic GABAergic interneuron dysfunction."
    explanation: Demonstrates that SCN1A haploinsufficiency causes seizures through GABAergic interneuron dysfunction, and this mechanism is active throughout life, not just during development.
- name: SCN2A
  association: Causative
  notes: Phenotypic spectrum from benign familial infantile seizures (BFIS) to severe early infantile epileptic encephalopathy (EIEE)
  evidence:
  - reference: PMID:31205438
    reference_title: "Biallelic SCN2A Gene Mutation Causing Early Infantile Epileptic Encephalopathy: Case Report and Review."
    supports: SUPPORT
    snippet: "The voltage-gated sodium channel neuronal type 2 alpha subunit (Navα1.2) encoded by the SCN2A gene causes early infantile epileptic encephalopathy (EIEE) inherited in an autosomal dominant manner."
    explanation: Establishes SCN2A mutations as a cause of early infantile epileptic encephalopathy.
  - reference: PMID:31205438
    reference_title: "Biallelic SCN2A Gene Mutation Causing Early Infantile Epileptic Encephalopathy: Case Report and Review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Clinically, it has variable presentations, ranging from benign familial infantile seizures (BFIS) to severe EIEE"
    explanation: Documents the broad SCN2A phenotypic spectrum, from self-limiting benign familial infantile seizures at the mild end to severe early infantile epileptic encephalopathy, reflecting the allelic gain- versus loss-of-function heterogeneity of SCN2A-related epilepsy.
- name: KCNQ2
  association: Causative
  notes: Benign familial neonatal seizures (self-limited neonatal epilepsy)
  evidence:
  - reference: PMID:17675531
    reference_title: "Deletions or duplications in KCNQ2 can cause benign familial neonatal seizures."
    supports: SUPPORT
    snippet: "Benign familial neonatal seizures are most often caused by mutations in the voltage-gated potassium channel subunit gene KCNQ2. More than 60 mutations have been described in BFNS families, approximately half of which lead to protein truncation."
    explanation: Establishes KCNQ2 as the most common genetic cause of benign familial neonatal seizures.
  - reference: ORPHA:1949
    reference_title: "Self-limited neonatal epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "KCNQ2 | potassium voltage-gated channel subfamily Q member 2 | hgnc:6296 | Disease-causing germline mutation(s) in"
    explanation: Orphanet confirms KCNQ2 as disease-causing in self-limited neonatal epilepsy.
- name: KCNQ3
  association: Causative
  notes: Self-limited neonatal epilepsy; major susceptibility factor in JME
  evidence:
  - reference: ORPHA:1949
    reference_title: "Self-limited neonatal epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "KCNQ3 | potassium voltage-gated channel subfamily Q member 3 | hgnc:6297 | Disease-causing germline mutation(s) in"
    explanation: Orphanet data shows KCNQ3 as disease-causing in self-limited neonatal epilepsy.
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "KCNQ3 | potassium voltage-gated channel subfamily Q member 3 | hgnc:6297 | Major susceptibility factor in"
    explanation: Orphanet data shows KCNQ3 as a major susceptibility factor in juvenile myoclonic epilepsy.
- name: EFHC1
  association: Susceptibility
  notes: Major susceptibility factor in JME and juvenile absence epilepsy
  evidence:
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "EFHC1 | EF-hand domain containing 1 | hgnc:16406 | Major susceptibility factor in"
    explanation: Orphanet data identifies EFHC1 as a major susceptibility factor in JME.
  - reference: ORPHA:1941
    reference_title: "Juvenile absence epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "EFHC1 | EF-hand domain containing 1 | hgnc:16406 | Major susceptibility factor in"
    explanation: Orphanet data identifies EFHC1 as a major susceptibility factor in juvenile absence epilepsy.
- name: SLC6A1
  association: Causative
  notes: Epilepsy with myoclonic-atonic seizures (loss of function mutations)
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "SLC6A1 | solute carrier family 6 member 1 | hgnc:11042 | Disease-causing germline mutation(s) (loss of function) in"
    explanation: Orphanet data shows SLC6A1 loss-of-function mutations as disease-causing in epilepsy with myoclonic-atonic seizures.
- name: SYNGAP1
  gene_term:
    preferred_term: SYNGAP1
    term:
      id: hgnc:11497
      label: SYNGAP1
  association: Causative
  notes: >
    Haploinsufficiency causes SYNGAP1-related disorder (SRD), a monogenic developmental
    and epileptic encephalopathy presenting with generalized epilepsy (eyelid myoclonia,
    atypical absences, myoclonic-atonic seizures), intellectual disability, and autism
    spectrum features. Also implicated in epilepsy with myoclonic-atonic seizures.
  evidence:
  - reference: ORPHA:1942
    reference_title: "Epilepsy with myoclonic-atonic seizures (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "SYNGAP1 | synaptic Ras GTPase activating protein 1 | hgnc:11497 | Disease-causing germline mutation(s) in"
    explanation: Orphanet data shows SYNGAP1 mutations as disease-causing in epilepsy with myoclonic-atonic seizures.
  - reference: PMID:42161154
    reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "SYNGAP1-related disorder (SRD) is a monogenic synaptopathy caused"
    explanation: Comprehensive review establishing SYNGAP1 haploinsufficiency as the molecular cause of SRD.
- name: GABRA1
  association: Susceptibility
  notes: Major susceptibility factor in juvenile myoclonic epilepsy
  evidence:
  - reference: PMID:11992121
    reference_title: "Mutation of GABRA1 in an autosomal dominant form of juvenile myoclonic epilepsy."
    supports: SUPPORT
    snippet: "We report that an Ala322Asp mutation in GABRA1, encoding the alpha1 subunit of the gamma-aminobutyric acid receptor subtype A (GABA(A)), is found in affected individuals of a large French Canadian family with juvenile myoclonic epilepsy."
    explanation: Establishes GABRA1 mutations as a cause of juvenile myoclonic epilepsy through GABA receptor dysfunction.
  - reference: ORPHA:307
    reference_title: "Juvenile myoclonic epilepsy (Orphanet structured-database record)"
    supports: SUPPORT
    snippet: "GABRA1 | gamma-aminobutyric acid type A receptor subunit alpha1 | hgnc:4075 | Major susceptibility factor in"
    explanation: Orphanet confirms GABRA1 as a major susceptibility factor in JME.
  - reference: CGGV:assertion_60478d36-384e-4246-ba8a-730755d6f216-2024-09-03T170000.000Z
    reference_title: "GABRA1 / epilepsy (Definitive)"
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "GABRA1 | HGNC:4075 | epilepsy | MONDO:0005027 | AD | Definitive"
    explanation: ClinGen classifies the GABRA1-epilepsy gene-disease relationship as definitive with autosomal dominant inheritance.
- name: CDKL5
  association: Causative
  notes: Early-onset epileptic encephalopathy
  evidence:
  - reference: PMID:20493745
    reference_title: "Epilepsy caused by CDKL5 mutations."
    supports: SUPPORT
    snippet: "Mutations in the cyclin-dependent kinase-like 5 gene (CDKL5) have been identified in female patients with early onset epileptic encephalopathy and severe mental retardation with a Rett-like phenotype."
    explanation: Establishes CDKL5 mutations as a cause of early-onset epileptic encephalopathy.
- name: DEPDC5
  association: Causative
  notes: Familial focal epilepsy, focal cortical dysplasia; mTOR pathway (GATOR1 complex)
  evidence:
  - reference: PMID:31174205
    reference_title: "Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "DEPDC5 is now recognized as one of the genes most often implicated in familial/inherited focal epilepsy and brain malformations."
    explanation: Background statement in a mouse model study establishing DEPDC5 as a major gene in familial focal epilepsy.
  - reference: PMID:31174205
    reference_title: "Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Individuals with pathogenic variants in DEPDC5 are at risk for epilepsy, associated neuropsychiatric comorbidities and sudden unexplained death in epilepsy."
    explanation: Background statement documenting the clinical spectrum of DEPDC5-related epilepsy including SUDEP risk.
- name: GABRD
  gene_term:
    preferred_term: GABRD
    term:
      id: hgnc:4084
      label: GABRD
  association: Pathogenic Variants
  evidence:
  - reference: CGGV:assertion_64f743b4-408d-40d6-855b-ef9d67fc172e-2023-07-18T190000.000Z
    reference_title: "GABRD / epilepsy (Limited)"
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "GABRD | HGNC:4084 | epilepsy | MONDO:0005027 | AD | Limited"
    explanation: ClinGen classifies the GABRD-epilepsy gene-disease relationship as limited with autosomal dominant inheritance.
- name: GABRG2
  gene_term:
    preferred_term: GABRG2
    term:
      id: hgnc:4087
      label: GABRG2
  association: Pathogenic Variants
  evidence:
  - reference: CGGV:assertion_3a3176e9-ac0c-41fe-ae40-0750726c33d8-2020-01-21T170000.000Z
    reference_title: "GABRG2 / epilepsy (Definitive)"
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "GABRG2 | HGNC:4087 | epilepsy | MONDO:0005027 | AD | Definitive"
    explanation: ClinGen classifies the GABRG2-epilepsy gene-disease relationship as definitive with autosomal dominant inheritance.
- name: KPNA7
  gene_term:
    preferred_term: KPNA7
    term:
      id: hgnc:21839
      label: KPNA7
  association: Pathogenic Variants
  evidence:
  - reference: CGGV:assertion_9aa05adf-d315-4a06-b4f2-c5a5f6a23700-2025-10-07T160000.000Z
    reference_title: "KPNA7 / epilepsy (Limited)"
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "KPNA7 | HGNC:21839 | epilepsy | MONDO:0005027 | AR | Limited"
    explanation: ClinGen classifies the KPNA7-epilepsy gene-disease relationship as limited with autosomal recessive inheritance.
- name: PRIMA1
  gene_term:
    preferred_term: PRIMA1
    term:
      id: hgnc:18319
      label: PRIMA1
  association: Pathogenic Variants
  evidence:
  - reference: CGGV:assertion_2247fe32-492c-4a1b-8e1c-5ee13bae944a-2025-01-07T180000.000Z
    reference_title: "PRIMA1 / epilepsy (Limited)"
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "PRIMA1 | HGNC:18319 | epilepsy | MONDO:0005027 | AR | Limited"
    explanation: ClinGen classifies the PRIMA1-epilepsy gene-disease relationship as limited with autosomal recessive inheritance.
environmental:
- name: Traumatic Brain Injury
  notes: Major cause of acquired epilepsy
- name: CNS Infections
  notes: Meningitis, encephalitis
- name: Stroke
  notes: Leading cause in older adults
- name: Brain Tumors
  notes: Can cause focal epilepsy
- name: Perinatal Injury
  notes: Hypoxic-ischemic encephalopathy
treatments:
- name: Antiseizure Medications
  description: First-line treatment - levetiracetam, lamotrigine, valproate, carbamazepine.
  evidence:
  - reference: PMID:30587993
    reference_title: "Levetiracetam for epilepsy: an evidence map of efficacy, safety and economic profiles."
    supports: SUPPORT
    snippet: "Meta-analysis of the included RCTs indicated that LEV was as effective as carbamazepine (CBZ; treatment for 6 months: 58.9% vs 64.8%, OR=0.76, 95% CI: 0.50-1.16; 12 months: 54.9% vs 55.5%, OR=1.24, 95% CI: 0.79-1.93), oxcarbazepine (57.7% vs 59.8%, OR=1.34, 95% CI: 0.34-5.23), phenobarbital (50.0% vs 50.9%, OR=1.20, 95% CI: 0.51-2.82) and lamotrigine (LTG; 61.5% vs 57.7%, OR=1.22, 95% CI: 0.90-1.66)."
    explanation: Meta-analysis demonstrates comparable efficacy of levetiracetam with other first-line antiseizure medications.
- name: Ketogenic Diet
  description: High-fat, low-carbohydrate diet effective for drug-resistant epilepsy.
  evidence:
  - reference: PMID:18456557
    reference_title: "The ketogenic diet for the treatment of childhood epilepsy: a randomised controlled trial."
    supports: SUPPORT
    snippet: "28 children (38%) in the diet group had greater than 50% seizure reduction compared with four (6%) controls (p<0.0001), and five children (7%) in the diet group had greater than 90% seizure reduction compared with no controls"
    explanation: Landmark RCT demonstrating significant seizure reduction with ketogenic diet in drug-resistant childhood epilepsy.
- name: Vagus Nerve Stimulation
  description: Implanted device for drug-resistant epilepsy.
  evidence:
  - reference: PMID:21838505
    reference_title: "Vagus nerve stimulation for epilepsy: a meta-analysis of efficacy and predictors of response."
    supports: SUPPORT
    snippet: "After VNS, seizure frequency was reduced by an average of 45%, with a 36% reduction in seizures at 3-12 months after surgery and a 51% reduction after > 1 year of therapy."
    explanation: Meta-analysis of 74 studies with 3321 patients demonstrates VNS efficacy in medically refractory epilepsy.
- name: Epilepsy Surgery
  description: Resection of seizure focus for drug-resistant focal epilepsy.
  evidence:
  - reference: PMID:11484687
    reference_title: "A randomized, controlled trial of surgery for temporal-lobe epilepsy."
    supports: SUPPORT
    snippet: "At one year, the cumulative proportion of patients who were free of seizures impairing awareness was 58 percent in the surgical group and 8 percent in the medical group (P<0.001)."
    explanation: Landmark RCT in NEJM demonstrating surgery is superior to prolonged medical therapy for temporal-lobe epilepsy.
- name: Responsive Neurostimulation
  description: Closed-loop brain stimulation for focal epilepsy.
  evidence:
  - reference: PMID:32690786
    reference_title: "Nine-year prospective efficacy and safety of brain-responsive neurostimulation for focal epilepsy."
    supports: SUPPORT
    snippet: "At 9 years, the median percent reduction in seizure frequency was 75% (p < 0.0001, Wilcoxon signed rank), responder rate was 73%, and 35% had a ≥90% reduction in seizure frequency."
    explanation: Nine-year prospective study demonstrates sustained efficacy and safety of brain-responsive neurostimulation.
- name: Deep Brain Stimulation
  description: Anterior thalamic stimulation for drug-resistant epilepsy.
  evidence:
  - reference: PMID:25663221
    reference_title: "Long-term efficacy and safety of thalamic stimulation for drug-resistant partial epilepsy."
    supports: SUPPORT
    snippet: "The median percent seizure reduction from baseline at 1 year was 41%, and 69% at 5 years. The responder rate (≥50% reduction in seizure frequency) at 1 year was 43%, and 68% at 5 years."
    explanation: SANTE trial 5-year follow-up demonstrates sustained efficacy of anterior thalamic deep brain stimulation.
- name: SYNGAP1 Allele-Upregulating Antisense Oligonucleotide
  description: >
    Allele-upregulating antisense oligonucleotides aim to compensate for SYNGAP1
    haploinsufficiency by increasing translation from the intact wild-type allele,
    rather than replacing or correcting the mutant transcript. ASO programs
    targeting SRD are in preclinical and early translational development as part
    of the SRD precision-therapy pipeline.
  treatment_term:
    preferred_term: antisense oligonucleotide therapy
    term:
      id: NCIT:C15986
      label: Pharmacotherapy
    therapeutic_agent:
    - preferred_term: antisense oligonucleotide
      term:
        id: NCIT:C1291
        label: Antisense Oligonucleotides
  target_mechanisms:
  - target: SYNGAP1 Haploinsufficiency
    treatment_effect: RESTORES
    description: >
      Allele-upregulating ASOs increase translation from the intact SYNGAP1 allele,
      partially compensating for the haploinsufficient lesion that drives downstream
      SynGAP loss.
    evidence:
    - reference: PMID:42161154
      reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
      supports: SUPPORT
      evidence_source: OTHER
      snippet: "antisense oligonucleotides to upregulate the intact allele"
      explanation: Samanta 2026 review identifies allele-upregulating ASOs as a precision-therapy approach in development for SRD.
- name: AAV-Based SYNGAP1 Gene Replacement
  description: >
    Adeno-associated virus (AAV)-mediated delivery of a functional SYNGAP1
    transgene aims to restore SynGAP protein expression in target neurons.
    AAV gene replacement is a precision-therapy strategy in preclinical
    development for SRD.
  treatment_term:
    preferred_term: AAV gene replacement therapy
    term:
      id: MAXO:0001001
      label: gene therapy
  target_mechanisms:
  - target: SYNGAP1 Haploinsufficiency
    treatment_effect: RESTORES
    description: >
      AAV-delivered SYNGAP1 transgene restores SynGAP protein levels in target
      neurons, directly addressing the haploinsufficient molecular lesion.
    evidence:
    - reference: PMID:42161154
      reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
      supports: SUPPORT
      evidence_source: OTHER
      snippet: "AAV-based gene replacement"
      explanation: Samanta 2026 review identifies AAV-based gene replacement among precision-therapy strategies in development for SRD.
- name: CRISPR-Mediated SYNGAP1 Transcriptional Activation
  description: >
    CRISPR activation (CRISPRa) using a catalytically inactive Cas9 fused to
    transcriptional activators is being developed to upregulate the intact
    SYNGAP1 allele in neurons. This complements ASO-based allele upregulation
    by acting at the transcriptional rather than translational level.
  treatment_term:
    preferred_term: CRISPR transcriptional activation therapy
    term:
      id: MAXO:0001001
      label: gene therapy
  target_mechanisms:
  - target: SYNGAP1 Haploinsufficiency
    treatment_effect: RESTORES
    description: >
      CRISPRa machinery recruits transcriptional activators to the wild-type
      SYNGAP1 locus, boosting transcription of the intact allele to compensate
      for haploinsufficiency.
    evidence:
    - reference: PMID:42161154
      reference_title: "SYNGAP1-related disorder: pathophysiology, epilepsy, cognitive and behavioral phenotypes, and precision therapeutic approaches."
      supports: SUPPORT
      evidence_source: OTHER
      snippet: "CRISPR-mediated transcriptional activation"
      explanation: Samanta 2026 review identifies CRISPR-mediated transcriptional activation as a precision-therapy strategy under development for SRD.
clinical_trials:
- name: NCT06555965
  phase: NOT_APPLICABLE
  status: RECRUITING
  description: >-
    Prospective natural history study of STXBP1- and SYNGAP1-related disorders
    enrolling participants for detailed developmental, seizure, and
    quality-of-life assessments. Establishes baseline clinical-spectrum data
    intended to support upcoming SYNGAP1-targeted treatment trials referenced
    in the SRD precision-therapy block of this entry.
  target_phenotypes:
  - preferred_term: Seizure
    term:
      id: HP:0001250
      label: Seizure
  - preferred_term: Intellectual disability
    term:
      id: HP:0001249
      label: Intellectual disability
  - preferred_term: Autistic behavior
    term:
      id: HP:0000729
      label: Autistic behavior
  evidence:
  - reference: clinicaltrials:NCT06555965
    reference_title: STXBP1 and SYNGAP1 Related Disorders (RD) Natural History Study
    supports: SUPPORT
    snippet: "The primary objective of the study is to better define and outline the clinical spectrum of STXBP1 and SYNGAP1 through detailed developmental, seizure, and quality of life assessments"
    explanation: SRD-specific natural history study capturing developmental,
      seizure, and quality-of-life trajectory needed to support the upcoming
      SYNGAP1 treatment trials referenced in this entry's SRD precision-therapy
      block.
  notes: >-
    Observational study (Natural History Study); phase is NOT_APPLICABLE per
    schema. Co-enrolls SYNGAP1-related Disorder and STXBP1 encephalopathy.
classifications:
  harrisons_chapter:
  - classification_value: NEUROLOGIC
datasets:
references:
- reference: PMID:30789692
  title: "SYNGAP1-Related Intellectual Disability."
  tags:
  - GeneReviews
  findings: []
- reference: DOI:10.1002/ctm2.70072
  title: Excitatory neurons and oligodendrocyte precursor cells are vulnerable to focal cortical dysplasia type IIIa as suggested by single‐nucleus multiomics
  findings: []
- reference: DOI:10.1002/hsr2.1896
  title: 'Advances in understanding the pathogenesis of epilepsy: Unraveling the molecular mechanisms'
  findings: []
- reference: DOI:10.1038/s41467-022-29657-y
  title: Microvascular stabilization via blood-brain barrier regulation prevents seizure activity
  findings: []
- reference: DOI:10.1038/s41593-024-01634-2
  title: Targeting pathological cells with senolytic drugs reduces seizures in neurodevelopmental mTOR-related epilepsy
  findings: []
- reference: DOI:10.1093/brain/awad349
  title: Antisense oligonucleotides restore excitability, GABA signalling and sodium current density in a Dravet syndrome model
  findings: []
- reference: DOI:10.1093/hmg/ddz123
  title: Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice
  findings: []
- reference: DOI:10.3389/fneur.2024.1413023
  title: 'Unveiling the hidden connection: the blood-brain barrier’s role in epilepsy'
  findings: []
- reference: DOI:10.3389/fneur.2024.1466075
  title: Voltage-gated potassium channels and genetic epilepsy
  findings: []
- reference: DOI:10.3389/fneur.2025.1642299
  title: Progress in genetic mechanisms and precise treatment of neurocutaneous syndrome-related epilepsy
  findings: []
- reference: DOI:10.3389/fnins.2025.1634718
  title: 'Dravet syndrome: novel insights into SCN1A-mediated epileptic neurodevelopmental disorders within the molecular diagnostic-therapeutic framework'
  findings: []
- reference: DOI:10.3390/ijms25084161
  title: 'Neuroinflammation and Epilepsy: From Pathophysiology to Therapies Based on Repurposing Drugs'
  findings: []
- reference: DOI:10.7554/elife.91010.3
  title: The mTOR pathway genes MTOR, Rheb, Depdc5, Pten, and Tsc1 have convergent and divergent impacts on cortical neuron development and function
  findings: []
📚

References & Deep Research

References

13
SYNGAP1-Related Intellectual Disability.
No top-level findings curated for this source.
Excitatory neurons and oligodendrocyte precursor cells are vulnerable to focal cortical dysplasia type IIIa as suggested by single‐nucleus multiomics
No top-level findings curated for this source.
Advances in understanding the pathogenesis of epilepsy: Unraveling the molecular mechanisms
No top-level findings curated for this source.
Microvascular stabilization via blood-brain barrier regulation prevents seizure activity
No top-level findings curated for this source.
Targeting pathological cells with senolytic drugs reduces seizures in neurodevelopmental mTOR-related epilepsy
No top-level findings curated for this source.
Antisense oligonucleotides restore excitability, GABA signalling and sodium current density in a Dravet syndrome model
No top-level findings curated for this source.
Chronic mTORC1 inhibition rescues behavioral and biochemical deficits resulting from neuronal Depdc5 loss in mice
No top-level findings curated for this source.
Unveiling the hidden connection: the blood-brain barrier’s role in epilepsy
No top-level findings curated for this source.
Voltage-gated potassium channels and genetic epilepsy
No top-level findings curated for this source.
Progress in genetic mechanisms and precise treatment of neurocutaneous syndrome-related epilepsy
No top-level findings curated for this source.
Dravet syndrome: novel insights into SCN1A-mediated epileptic neurodevelopmental disorders within the molecular diagnostic-therapeutic framework
No top-level findings curated for this source.
Neuroinflammation and Epilepsy: From Pathophysiology to Therapies Based on Repurposing Drugs
No top-level findings curated for this source.
The mTOR pathway genes MTOR, Rheb, Depdc5, Pten, and Tsc1 have convergent and divergent impacts on cortical neuron development and function
No top-level findings curated for this source.

Deep Research

2
Disorder

Disorder

  • Name: Epilepsy
  • Category: Complex
  • Existing deep-research providers: falcon
  • Existing evidence reference count in YAML: 25

Key Pathophysiology Nodes

  • Neuronal Hyperexcitability
  • Blood-Brain Barrier Disruption
  • Network Hyperexcitability
  • Neuroinflammation and Gliosis
  • Synaptic Reorganization
  • mTOR Pathway Hyperactivation
  • Dysmorphic Neuron Generation
  • Deep research literature mapping

Citation Inventory (for evidence mapping)

  • DOI:10.1002/ctm2.70072
  • DOI:10.1002/hsr2.1896
  • DOI:10.1038/s41467-022-29657-y
  • DOI:10.1038/s41593-024-01634-2
  • DOI:10.1093/brain/awad349
  • DOI:10.1093/braincomms/fcae231
  • DOI:10.1093/hmg/ddz123
  • DOI:10.3389/fneur.2024.1413023
  • DOI:10.3389/fneur.2024.1466075
  • DOI:10.3389/fneur.2025.1642299
  • DOI:10.3389/fnins.2025.1634718
  • DOI:10.3390/ijms25084161
  • DOI:10.7554/elife.91010.3
Falcon
Disease Pathophysiology Research Report
Edison Scientific Literature 37 citations 2025-12-17T18:55:38.487872

Disease Pathophysiology Research Report

Target Disease

  • Disease Name: Epilepsy
  • MONDO ID: MONDO:0005151
  • Category: Complex

Pathophysiology description (current understanding, 2023–2024 updates)

Epilepsy arises from converging molecular and cellular mechanisms that increase network excitability and synchrony. Core drivers include: (i) excitation–inhibition (E/I) imbalance due to ion channelopathies (e.g., SCN1A, KCNQ2/3, multiple Kv genes) and impaired GABAergic synaptic inhibition; (ii) glial mechanisms of neuroinflammation (microglia, astrocytes), including TLR/NF-κB and inflammasome-related signaling; (iii) blood–brain barrier (BBB) dysfunction with extravasation of serum proteins (e.g., albumin) and downstream TGF-β–astrocytic signaling; (iv) mTORC1 hyperactivation in “mTORopathies” (e.g., DEPDC5-related focal cortical dysplasia) with aberrant neuronal growth and synaptic function; (v) epigenetic dysregulation interacting with inflammatory and synaptic pathways; and (vi) mitochondrial/oxidative stress that lowers seizure threshold and perpetuates injury–inflammation cycles. Recent human studies have mapped altered E/I and gene expression to cognitive outcomes (TLE), demonstrated BBB causal roles and druggable stabilization strategies, and advanced precision therapies including SCN1A antisense oligonucleotides (ASOs) and senolytics for mTOR-related dysmorphic neurons (2022–2024) (duma2024excitationinhibitionbalancerelates pages 1-3, han2024unveilingthehidden pages 1-2, greene2022microvascularstabilizationvia pages 1-2, yuan2024asorestoresexcitability pages 1-2, ribierre2024targetingpathologicalcells pages 1-2).

URLs: - E/I mapping in TLE (Brain Communications, 2024): https://doi.org/10.1093/braincomms/fcae231 (duma2024excitationinhibitionbalancerelates pages 1-3) - BBB and epilepsy (Frontiers in Neurology, 2024): https://doi.org/10.3389/fneur.2024.1413023 (han2024unveilingthehidden pages 1-2) - BBB stabilization prevents seizures (Nature Communications, 2022): https://doi.org/10.1038/s41467-022-29657-y (greene2022microvascularstabilizationvia pages 1-2) - SCN1A ASO in Dravet model (Brain, 2024): https://doi.org/10.1093/brain/awad349 (yuan2024asorestoresexcitability pages 1-2) - Senolytics in mTOR-related epilepsy (Nature Neuroscience, 2024): https://doi.org/10.1038/s41593-024-01634-2 (ribierre2024targetingpathologicalcells pages 1-2)

1. Core Pathophysiology

  • E/I imbalance and ion channelopathies: In TLE, noninvasive EEG aperiodic exponent mapping identified regional E/I shifts that correlate with cognitive deficits and cortical expression of GABRA1, GRIN2A, GABRD, GABRG2, KCNA2, and PDYN, directly linking E/I to molecular architecture (Brain Communications 2024) (duma2024excitationinhibitionbalancerelates pages 1-3). Genetic epilepsies involve loss-/gain-of-function in voltage-gated potassium channels (KCNA1/2, KCNB1, KCNC1, KCND2, KCNQ2/3, KCNH1/5) that alter repolarization and network excitability (Frontiers in Neurology 2024) (zheng2024voltagegatedpotassiumchannels pages 1-2).
  • Glial neuroinflammation: Reactive astrocytes and microglia, activated by DAMPs (e.g., HMGB1), propagate cytokine signaling (IL-1, IL-6, TNF) via TLR/NF-κB and related pathways; sustained inflammation feeds seizure propensity and drug resistance (IJMS 2024) (sanz2024neuroinflammationandepilepsy pages 1-2).
  • BBB dysfunction and albumin–TGF-β–astrocyte signaling: Reviews and translational studies converge that BBB breakdown increases permeability, leads to albumin uptake by astrocytes, weakens junctions, perturbs ionic homeostasis, and contributes to epileptogenesis; BBB changes also limit drug penetration (Frontiers in Neurology 2024) (han2024unveilingthehidden pages 1-2). Human surgical tissue and mouse models show claudin-5 loss, albumin/IgG extravasation, and neuroinflammation; claudin-5 knockdown induces spontaneous seizures, whereas RepSox restores claudin-5 and prevents seizures (Nature Communications 2022) (greene2022microvascularstabilizationvia pages 1-2).
  • mTOR/DEPDC5 and cortical malformations: Brain somatic mosaicism of mTORC1 pathway genes (MTOR, RHEB) or loss of repressors (DEPDC5/GATOR1, TSC1, PTEN) in cortical progenitors causes focal malformations (FCD/HME), shared pyramidal neuron morphological and excitability abnormalities, and gene-specific synaptic changes (eLife 2024) (nguyen2024themtorpathway pages 1-2). DEPDC5 loss hyperactivates mTORC1; rapamycin rescues biochemical and survival phenotypes in Depdc5 neuronal KO mice (HMG 2019) (yuskaitis2019chronicmtorc1inhibition pages 2-3).
  • Epigenetic regulation: Epileptogenesis involves epigenetic dysregulation affecting inflammatory and synaptic genes; antiepileptogenic strategies targeting epigenetic and inflammatory processes are under study (Health Science Reports 2024) (shariff2024advancesinunderstanding pages 5-6, shariff2024advancesinunderstanding pages 4-5).
  • Mitochondrial/oxidative stress: Oxidative stress and mitochondrial dysfunction (e.g., ROS, mtDNA injury) contribute to neuronal hyperexcitability and amplify inflammatory cascades, reinforcing epileptogenesis (Health Science Reports 2024) (shariff2024advancesinunderstanding pages 5-6).

2. Key Molecular Players

  • Genes/Proteins (HGNC):
  • SCN1A (Nav1.1): GABAergic interneuron haploinsufficiency → impaired inhibition (ASO upregulates Scn1a; restores PV-IN sodium currents and GABA signaling) (yuan2024asorestoresexcitability pages 1-2).
  • GABRA1/GABRG2: GABA-A receptor subunits; human E/I mapping correlates with cortical expression; mutations reduce inhibitory currents (duma2024excitationinhibitionbalancerelates pages 1-3).
  • KCNQ2/KCNQ3 (Kv7.2/7.3): M-current reduction drives neonatal DEEs; channelopathies underpin hyperexcitability (zheng2024voltagegatedpotassiumchannels pages 1-2).
  • KCNA2 and other Kv genes: diverse LOF/GOF epilepsies shaping excitability (zheng2024voltagegatedpotassiumchannels pages 1-2).
  • DEPDC5 (GATOR1): mTORC1 disinhibition → cortical malformations and focal epilepsy (nguyen2024themtorpathway pages 1-2, yuskaitis2019chronicmtorc1inhibition pages 2-3).
  • MTOR/RHEB/PTEN/TSC1: mTORC1 axis; mutations drive “mTORopathies” (nguyen2024themtorpathway pages 1-2).
  • CLDN5 (claudin-5): endothelial tight junction; loss associates with BBB leakage and seizures (greene2022microvascularstabilizationvia pages 1-2).
  • HMGB1/TLR4: DAMP–TLR signaling in neuroinflammation (sanz2024neuroinflammationandepilepsy pages 1-2).

  • Chemical Entities (ChEBI):

  • γ-aminobutyric acid (GABA; CHEBI:16865); L-glutamate (CHEBI:29988) – neurotransmitters of inhibitory/excitatory balance (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Albumin (CHEBI:16580) – extravasated BBB cargo activating astrocytic TGF-β signaling (han2024unveilingthehidden pages 1-2).
  • Everolimus/rapamycin (mTOR inhibitors; CHEBI:68478, CHEBI:9168) – mTORopathy-directed therapies (yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2).
  • Dasatinib (CHEBI:467849) + Quercetin (CHEBI:16243) – senolytic regimen reducing seizures in mTOR-FCD model (ribierre2024targetingpathologicalcells pages 1-2).
  • Cannabidiol (CHEBI:69478) – precision adjunct with syndrome-specific benefit (context of precision care) (li2025progressingenetic pages 3-4).
  • RepSox (ALK5/TGF-β signaling modulator) – BBB stabilization and seizure prevention in mice (greene2022microvascularstabilizationvia pages 1-2).

  • Cell Types (CL):

  • Parvalbumin-positive (PV) GABAergic interneurons – selectively impaired in SCN1A; ASO restores function (yuan2024asorestoresexcitability pages 1-2).
  • Excitatory cortical pyramidal neurons – altered morphology/excitability in mTORopathy models (nguyen2024themtorpathway pages 1-2).
  • Astrocytes – albumin uptake, TGF-β signaling; glutamate/GABA homeostasis; inflammatory mediators (han2024unveilingthehidden pages 1-2, sanz2024neuroinflammationandepilepsy pages 1-2).
  • Microglia – innate immune activation (TLR/NLR), cytokine release; network effects (sanz2024neuroinflammationandepilepsy pages 1-2).
  • Endothelial cells/pericytes – BBB structural components (han2024unveilingthehidden pages 1-2).

  • Anatomical Locations (UBERON):

  • Hippocampus (temporal lobe) – human TLE focus, BBB disruption (greene2022microvascularstabilizationvia pages 1-2).
  • Neocortex (focal cortical dysplasia) – mTOR-related malformations and epileptogenic nodes (nguyen2024themtorpathway pages 1-2).
  • Cerebral microvasculature – BBB (han2024unveilingthehidden pages 1-2).

3. Biological Processes (GO terms; disrupted in epilepsy)

  • Synaptic transmission, GABAergic (GO:0051932); inhibitory postsynaptic potential (GABA-A complex) (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Synaptic transmission, glutamatergic (GO:0035249) and regulation of postsynaptic membrane potential (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Regulation of membrane potential/action potential (GO:0042391; GO:0001508) via Na+ and K+ channels (zheng2024voltagegatedpotassiumchannels pages 1-2, yuan2024asorestoresexcitability pages 1-2).
  • Blood–brain barrier establishment/maintenance (GO:1903160) and endothelial cell–cell adhesion (greene2022microvascularstabilizationvia pages 1-2, han2024unveilingthehidden pages 1-2).
  • mTORC1 signaling (GO:0031931), regulation of translation and cell growth (nguyen2024themtorpathway pages 1-2, yuskaitis2019chronicmtorc1inhibition pages 2-3).
  • Innate immune response, TLR signaling (GO:0002224), NF-κB signaling, cytokine production (sanz2024neuroinflammationandepilepsy pages 1-2).
  • Response to oxidative stress/ROS and mitochondrial processes (GO:0006979) (shariff2024advancesinunderstanding pages 5-6).

4. Cellular Components (GO)

  • Axon initial segment; voltage-gated sodium/potassium channel complexes (yuan2024asorestoresexcitability pages 1-2, zheng2024voltagegatedpotassiumchannels pages 1-2).
  • GABA-A receptor complex; postsynaptic density (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Tight junction (endothelial) at BBB (greene2022microvascularstabilizationvia pages 1-2).
  • Lysosomal surface/cytosol (mTORC1 localization and regulation) (nguyen2024themtorpathway pages 1-2).
  • Extracellular space (HMGB1 as DAMP upon release) (sanz2024neuroinflammationandepilepsy pages 1-2).

5. Disease Progression (sequence of events)

  • Initiation: genetic predisposition (e.g., ion channel or mTOR pathway variants) or acquired injury (TBI, infection) → acute seizures, BBB opening, and DAMP release (han2024unveilingthehidden pages 1-2, nguyen2024themtorpathway pages 1-2, shariff2024advancesinunderstanding pages 4-5).
  • Latency/epileptogenesis: BBB leakage (albumin/IgG), astrocytic TGF-β signaling, microglial activation, cytokine cascades, oxidative stress, and synaptic/network remodeling (han2024unveilingthehidden pages 1-2, greene2022microvascularstabilizationvia pages 1-2, sanz2024neuroinflammationandepilepsy pages 1-2, shariff2024advancesinunderstanding pages 5-6).
  • Chronic epilepsy: stabilized network hyperexcitability with E/I imbalance (regional), persistent neuroinflammation, structural lesions (FCD/HME) in mTORopathies; cognitive comorbidity correlates with E/I maps (duma2024excitationinhibitionbalancerelates pages 1-3, nguyen2024themtorpathway pages 1-2).

6. Phenotypic Manifestations (HPO) and links to mechanisms

  • Seizures (HP:0001250) and status epilepticus (HP:0002133): emergent property of E/I imbalance, BBB dysfunction, and inflammatory signaling (han2024unveilingthehidden pages 1-2, greene2022microvascularstabilizationvia pages 1-2, sanz2024neuroinflammationandepilepsy pages 1-2).
  • Cognitive impairment (HP:0100543), memory deficits (HP:0002354): correlate with E/I changes in entorhinal/dorsolateral prefrontal cortices in TLE (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Developmental delay (HP:0001263) and epileptic encephalopathy (HP:0200134): channelopathies (SCN1A, KCNQ2/3) and mTORopathies (DEPDC5/TSC1) (yuan2024asorestoresexcitability pages 1-2, zheng2024voltagegatedpotassiumchannels pages 1-2, nguyen2024themtorpathway pages 1-2).

Key evidence items with PMIDs/DOIs, URLs, dates (quotes where available)

  • E/I mapping in human TLE: “EEG aperiodic exponent maps the E/I balance non-invasively... correlation between the exponent and the cortical expression of GABRA1, GRIN2A, GABRD, GABRG2, KCNA2 and PDYN” (Brain Communications, 2024-02-23; https://doi.org/10.1093/braincomms/fcae231) (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Kv channelopathies: “Both gain and loss-of-function of Kv channels lead to epilepsy with similar phenotypes through different mechanisms” (Frontiers in Neurology, 2024-10-14; https://doi.org/10.3389/fneur.2024.1466075) (zheng2024voltagegatedpotassiumchannels pages 1-2).
  • Neuroinflammation cascade: “DAMPs such as HMGB1… activate PRRs (TLRs, NLRs) → NF-κB… reactive glia release cytokines/ROS” (IJMS, 2024-04-09; https://doi.org/10.3390/ijms25084161) (sanz2024neuroinflammationandepilepsy pages 1-2).
  • BBB roles and mechanisms: “Disruption of the blood–brain barrier… increased leakage… albumin is taken up into astrocytes” (Frontiers in Neurology, 2024-08-21; https://doi.org/10.3389/fneur.2024.1413023) (han2024unveilingthehidden pages 1-2).
  • BBB stabilization as therapy: “Claudin-5 levels are diminished in TLE; inducible knockdown leads to spontaneous seizures… RepSox… can prevent seizure activity” (Nature Communications, 2022-04-13; https://doi.org/10.1038/s41467-022-29657-y) (greene2022microvascularstabilizationvia pages 1-2).
  • mTOR/DEPDC5 mechanisms: “Somatic mutations in mTORC1 genes… produce shared alterations… but different changes in excitatory synaptic transmission” (eLife, 2024-02-23; https://doi.org/10.7554/eLife.91010.3) (nguyen2024themtorpathway pages 1-2). “mTORC1 inhibitor rapamycin… prolonged survival of Depdc5cc+ mice and rescued downstream mTORC1 hyperactivity” (HMG, 2019-05-24; https://doi.org/10.1093/hmg/ddz123) (yuskaitis2019chronicmtorc1inhibition pages 2-3).
  • Senolytics for FCD/mTOR: “Dysmorphic neurons exhibit senescence signatures… dasatinib/quercetin decreased senescent cells and reduced seizure frequency” (Nature Neuroscience, 2024-05-27; https://doi.org/10.1038/s41593-024-01634-2) (ribierre2024targetingpathologicalcells pages 1-2).
  • SCN1A ASO precision therapy: “ASO-84 restored action potential firing, sodium current density, and GABAergic signaling in PV+ interneurons” (Brain, 2024-10-01; https://doi.org/10.1093/brain/awad349) (yuan2024asorestoresexcitability pages 1-2).

Current applications and real-world implementations

  • Precision neuromodulation of E/I: EEG aperiodic exponent can noninvasively map E/I and relate to cognition and cortical gene expression, suggesting utility for stratification and monitoring in TLE (duma2024excitationinhibitionbalancerelates pages 1-3).
  • BBB-directed interventions: Imaging/evidence of BBB disruption in human refractory epilepsy; preclinical evidence supports targeting tight junctions (claudin-5 upregulation with RepSox) as a seizure-preventive strategy (greene2022microvascularstabilizationvia pages 1-2, han2024unveilingthehidden pages 1-2).
  • mTOR-targeted therapy: Rapamycin/everolimus are clinically used in TSC and supported as rational strategies for DEPDC5-related epilepsies by preclinical mechanistic rescue (yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2).
  • Senotherapy: Early preclinical evidence for senolytics (dasatinib/quercetin) reducing seizures in mTOR-related FCD models (ribierre2024targetingpathologicalcells pages 1-2).
  • Gene-directed therapy: SCN1A ASO (poison exon skipping) restores PV interneuron function in Dravet mice; serves as mechanistic basis for clinical translation (yuan2024asorestoresexcitability pages 1-2).

Expert perspectives (authoritative sources)

  • E/I imbalance in humans is quantifiable and genetically anchored in cortex, linking physiology to gene expression and cognition (Brain Communications 2024) (duma2024excitationinhibitionbalancerelates pages 1-3).
  • The BBB is not merely a bystander but a mechanistic contributor and drug resistance modulator; claudin-5 represents a tractable target (Nature Communications 2022; Frontiers in Neurology 2024) (greene2022microvascularstabilizationvia pages 1-2, han2024unveilingthehidden pages 1-2).
  • mTORopathies converge on mTORC1 hyperactivation but diverge in synaptic transmission, implying gene-specific precision strategies beyond “class-wide” mTOR inhibition (eLife 2024) (nguyen2024themtorpathway pages 1-2).
  • Reactive gliosis and innate immune sensors (HMGB1–TLR) are central to epileptogenesis; anti-inflammatory/immune-modulatory approaches remain promising adjuncts (IJMS 2024) (sanz2024neuroinflammationandepilepsy pages 1-2).

Relevant statistics and data

  • TLE patients displayed significantly larger EEG aperiodic exponent values (inhibition-directed E/I), with regional exponents correlating with worse verbal memory (quantitative correlation) and with expression of GABRA1, GRIN2A, GABRD, GABRG2, KCNA2, PDYN (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Human TLE resections show significantly reduced claudin-5 protein and widespread BBB leakage by DCE-MRI; inducible claudin-5 knockdown in mice induces spontaneous recurrent seizures (greene2022microvascularstabilizationvia pages 1-2).
  • In human FCDII slices, epileptiform activity correlated with dysmorphic neuron density (e.g., ≈54 vs 12 DNs/mm² between hyperactive vs quieter areas); senolytics reduced seizure frequency in MtorS2215F mice (ribierre2024targetingpathologicalcells pages 1-2).

Gene/protein annotations with ontology terms (selected)

HGNC symbol Full name Primary mechanism in epilepsy (1–2 lines) Pathway(s) GO Biological Process (examples) GO Cellular Component (examples) Key cell types (CL names) Key anatomy (UBERON names) Anchor citations
SCN1A Sodium voltage-gated channel alpha subunit 1 Haploinsufficiency/LOF in GABAergic interneurons → reduced inhibition, network hyperexcitability Voltage-gated sodium channel / action potential generation Regulation of membrane potential; action potential; sodium ion transmembrane transport Axon initial segment; plasma membrane; voltage-gated sodium channel complex GABAergic interneurons (parvalbumin-positive, somatostatin-positive) Cerebral cortex; hippocampus (yuan2024asorestoresexcitability pages 1-2, zhang2025dravetsyndromenovel pages 15-16)
GABRA1 GABA A receptor alpha1 subunit LOF/reduced surface expression → impaired inhibitory synaptic currents and reduced GABAergic tone GABAergic synaptic transmission Inhibitory synaptic transmission; chloride transport; synaptic transmission Postsynaptic membrane; GABA-A receptor complex; synapse Pyramidal neuron postsynaptic sites; interneuron synapses Cortex; hippocampus (duma2024excitationinhibitionbalancerelates pages 1-3, sanz2024neuroinflammationandepilepsy pages 1-2)
GABRG2 GABA A receptor gamma2 subunit Mutations impair receptor biogenesis/clustering → decreased synaptic inhibition and DEE phenotypes GABA-A receptor assembly and synaptic localization Inhibitory synaptic transmission; receptor trafficking Postsynaptic density; plasma membrane; GABA-A receptor complex GABAergic synapses; interneuron→pyramidal neuron synapses Cortex; hippocampus (duma2024excitationinhibitionbalancerelates pages 1-3, sanz2024neuroinflammationandepilepsy pages 1-2)
KCNQ2 Potassium voltage-gated channel subfamily Q member 2 (Kv7.2) Loss-of-function reduces M-current → neonatal hyperexcitability, developmental impairment Kv7 (M-current) / neuronal excitability control Potassium ion transmembrane transport; regulation of neuronal excitability Plasma membrane; axon initial segment; potassium channel complex Excitatory neurons; developing cortical neurons Cortex; hippocampus (zheng2024voltagegatedpotassiumchannels pages 1-2, liu2024excitatoryneuronsand pages 1-3)
KCNQ3 Potassium voltage-gated channel subfamily Q member 3 (Kv7.3) Partners with KCNQ2 in M-current; variants modulate channel function and excitability Kv7 (M-current) / heteromeric KCNQ2/3 channels Regulation of membrane potential; potassium ion transport Plasma membrane; axon initial segment Excitatory neurons; developing neurons Cortex; hippocampus (zheng2024voltagegatedpotassiumchannels pages 1-2, liu2024excitatoryneuronsand pages 1-3)
KCNA2 Potassium voltage-gated channel subfamily A member 2 (Kv1.2) Kv channel dysfunction (LOF/GOF) alters repolarization → network hyperexcitability or aberrant firing Kv1 family / action potential repolarization Potassium ion transmembrane transport; regulation of action potential Plasma membrane; presynaptic terminal; ion channel complex Excitatory neurons; inhibitory interneurons Cortex; hippocampus (duma2024excitationinhibitionbalancerelates pages 1-3, zheng2024voltagegatedpotassiumchannels pages 1-2)
DEPDC5 DEP domain containing 5 (GATOR1 complex subunit) LOF → loss of GATOR1 repression → mTORC1 hyperactivation; somatic/germline variants cause FCD and focal epilepsy GATOR1 → mTORC1 regulation Regulation of mTOR signaling; cell growth; autophagy regulation Cytosol; lysosomal membrane (mTORC1 localization) Excitatory neuronal progenitors / cortical neurons Focal cortex (cortical malformations, FCD) (yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2, ribierre2024targetingpathologicalcells pages 1-2)
MTOR Mechanistic target of rapamycin kinase mTORC1 hyperactivation → abnormal neuronal growth/plasticity, epileptogenesis in mTORopathies mTORC1 signaling / protein synthesis and growth Regulation of translation; cell growth; synaptic plasticity Cytosol; lysosomal membrane; mTORC1 complex Neurons (excitatory), progenitors, glia Cortex (FCD), hippocampus (nguyen2024themtorpathway pages 1-2, yuskaitis2019chronicmtorc1inhibition pages 2-3)
RHEB Ras homolog enriched in brain Small GTPase activator of mTORC1; gain-of-function → mTORC1 activation in cortical development mTORC1 activation via Rheb-GTP Positive regulation of mTOR signaling; regulation of cell growth Cytosol; lysosomal membrane Neuronal progenitors; excitatory neurons Cortex; developing telencephalon (nguyen2024themtorpathway pages 1-2)
PTEN Phosphatase and tensin homolog Loss reduces PI3K/AKT inhibition → increased mTOR signaling and altered neuronal morphology/excitability PI3K-AKT- mTOR pathway regulation Negative regulation of PI3K signaling; cell growth control Cytosol; plasma membrane; nucleus Neurons; glia; progenitors Cortex; hippocampus (nguyen2024themtorpathway pages 1-2)
TSC1 Tuberous sclerosis 1 Part of TSC1/TSC2 complex suppressing mTORC1; loss → mTORC1-driven cortical dysplasia and seizures TSC complex → mTORC1 inhibition Negative regulation of mTOR signaling; cell growth; autophagy Cytosol; lysosomal membrane Neuronal progenitors; neurons Cortex (tuberous sclerosis lesions), hippocampus (yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2)
CLDN5 Claudin-5 Tight junction protein; decreased expression → BBB leakage, albumin extravasation and seizure susceptibility Tight junction / BBB integrity Establishment of blood–brain barrier; cell–cell adhesion Tight junction; endothelial cell membrane Brain endothelial cells; pericytes; astrocyte end-feet Cerebral microvasculature; hippocampus (greene2022microvascularstabilizationvia pages 1-2)
HMGB1 High mobility group box 1 Damage-associated molecular pattern (DAMP) released after injury/seizures → activates innate immunity and promotes epileptogenesis DAMP signaling → TLR/NF-κB / inflammasome activation Release of DAMPs; positive regulation of inflammatory response; cytokine production Nucleus (normal); extracellular space (released DAMP) Microglia; astrocytes; neurons Hippocampus; cortex (sanz2024neuroinflammationandepilepsy pages 1-2)
TLR4 Toll-like receptor 4 Pattern recognition receptor sensing HMGB1/LPS → NF-κB activation, cytokine release, neuroinflammation linked to seizure propagation TLR signaling → NF-κB / inflammasome pathways Innate immune response; cytokine-mediated signaling; inflammatory response Plasma membrane; endosome (signaling) Microglia; astrocytes; endothelial cells Hippocampus; cortex (sanz2024neuroinflammationandepilepsy pages 1-2)

Table: Concise ontology-ready table mapping 14 epilepsy-relevant genes/proteins to mechanisms, pathways, GO processes/components, cell types, anatomical sites and anchor citations; useful for knowledgebase annotations and GO/ontology curation.

Phenotype associations (HPO), Cell types (CL), Anatomy (UBERON), Chemicals (ChEBI)

  • HPO: HP:0001250 Seizure; HP:0002133 Status epilepticus; HP:0100543 Cognitive impairment; HP:0002354 Memory impairment (duma2024excitationinhibitionbalancerelates pages 1-3, han2024unveilingthehidden pages 1-2, greene2022microvascularstabilizationvia pages 1-2).
  • CL: PV GABAergic interneuron; astrocyte; microglial cell; brain endothelial cell; pericyte (yuan2024asorestoresexcitability pages 1-2, sanz2024neuroinflammationandepilepsy pages 1-2, han2024unveilingthehidden pages 1-2).
  • UBERON: hippocampus; cerebral cortex (temporal neocortex); cerebral microvasculature (greene2022microvascularstabilizationvia pages 1-2, nguyen2024themtorpathway pages 1-2, han2024unveilingthehidden pages 1-2).
  • ChEBI: GABA (CHEBI:16865), L-glutamate (CHEBI:29988), albumin (CHEBI:16580), rapamycin/sirolimus (CHEBI:9168), everolimus (CHEBI:68478), dasatinib (CHEBI:467849), quercetin (CHEBI:16243), cannabidiol (CHEBI:69478) (han2024unveilingthehidden pages 1-2, greene2022microvascularstabilizationvia pages 1-2, ribierre2024targetingpathologicalcells pages 1-2, yuan2024asorestoresexcitability pages 1-2, yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2, li2025progressingenetic pages 3-4).

Single-cell/spatial transcriptomics in human epilepsy

  • Multimodal single-nucleus RNA/ATAC profiling of human FCD IIIa temporal neocortex revealed selective dysregulation of excitatory neurons (including a DAB1high subpopulation with immune signatures) and activated OPCs, with aberrant EN–OPC communication validated by protein assays (Clinical and Translational Medicine, 2024-10-15; https://doi.org/10.1002/ctm2.70072) (liu2024excitatoryneuronsand pages 1-3).

Precision therapeutics—summary of opportunities

  • SCN1A ASOs (poison-exon modulation) restore PV interneuron excitability, sodium current density, and GABAergic drive in Dravet mice; supports translation to mechanism-guided trials (yuan2024asorestoresexcitability pages 1-2).
  • mTOR inhibition (rapamycin/everolimus) rational in TSC and mechanistically supported for DEPDC5-related epilepsies; gene-specific differences suggest combining with synapse-focused strategies (yuskaitis2019chronicmtorc1inhibition pages 2-3, nguyen2024themtorpathway pages 1-2).
  • BBB stabilization (targeting claudin-5/TGF-β signaling modulators such as RepSox) prevents seizures in models; motivates biomarker-driven patient selection in DRE with BBB leakage (greene2022microvascularstabilizationvia pages 1-2, han2024unveilingthehidden pages 1-2).
  • Senolytics (dasatinib/quercetin) reduce seizure burden in mTOR-FCD models by ablating senescent dysmorphic neurons; a candidate disease-modifying approach needing careful safety evaluation (ribierre2024targetingpathologicalcells pages 1-2).

Evidence list (citable items)

  • Duma et al., Brain Communications, 2024-02-23. URL: https://doi.org/10.1093/braincomms/fcae231 (duma2024excitationinhibitionbalancerelates pages 1-3).
  • Han et al., Frontiers in Neurology, 2024-08-21. URL: https://doi.org/10.3389/fneur.2024.1413023 (han2024unveilingthehidden pages 1-2).
  • Greene et al., Nature Communications, 2022-04-13. URL: https://doi.org/10.1038/s41467-022-29657-y (greene2022microvascularstabilizationvia pages 1-2).
  • Zheng & Chen, Frontiers in Neurology, 2024-10-14. URL: https://doi.org/10.3389/fneur.2024.1466075 (zheng2024voltagegatedpotassiumchannels pages 1-2).
  • Sanz et al., IJMS, 2024-04-09. URL: https://doi.org/10.3390/ijms25084161 (sanz2024neuroinflammationandepilepsy pages 1-2).
  • Nguyen et al., eLife, 2024-02-23. URL: https://doi.org/10.7554/eLife.91010.3 (nguyen2024themtorpathway pages 1-2).
  • Yuskaitis et al., Human Molecular Genetics, 2019-05-24. URL: https://doi.org/10.1093/hmg/ddz123 (yuskaitis2019chronicmtorc1inhibition pages 2-3).
  • Ribierre et al., Nature Neuroscience, 2024-05-27. URL: https://doi.org/10.1038/s41593-024-01634-2 (ribierre2024targetingpathologicalcells pages 1-2).
  • Yuan et al., Brain, 2024-10-01. URL: https://doi.org/10.1093/brain/awad349 (yuan2024asorestoresexcitability pages 1-2).
  • Liu et al., Clinical and Translational Medicine, 2024-10-15. URL: https://doi.org/10.1002/ctm2.70072 (liu2024excitatoryneuronsand pages 1-3).
  • Shariff et al., Health Science Reports, 2024-02. URL: https://doi.org/10.1002/hsr2.1896 (shariff2024advancesinunderstanding pages 5-6, shariff2024advancesinunderstanding pages 4-5).

References

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