Brugada syndrome is an inherited cardiac channelopathy and primary electrical disease characterized by a type 1 coved ST-segment elevation in the right precordial leads together with risk of polymorphic ventricular tachycardia, ventricular fibrillation, syncope, and sudden cardiac death in structurally normal hearts. This entry treats Brugada syndrome as the inherited arrhythmia root rather than mirroring long QT syndrome subtype framing. SCN5A-related Brugada syndrome is the best-supported monogenic subtype, whereas most clinically confirmed cases remain genotype-negative or genetically unresolved and many reported non-SCN5A genes remain candidate or disputed.
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| Variable | Model ID | Unit | Ontology Mappings | Phenotype Thresholds |
|---|---|---|---|---|
|
Lateral-membrane sodium conductance fraction
Fast and late lateral-membrane sodium conductance expressed as a percentage of control.
|
||||
|
Action-potential membrane voltage
Membrane-potential trajectory for each modeled cell and membrane segment.
|
||||
|
Conduction velocity
Propagation velocity along the myocardial strand in centimeters per second, derived in the publication from activation-time outputs rather than emitted directly by the code.
|
| Variable | Model ID | Unit | Ontology Mappings | Phenotype Thresholds |
|---|---|---|---|---|
|
Regional lateral-membrane sodium conductance fractions
Separately imposed percentages of control lateral sodium conductance in the two ring regions.
|
||||
|
Action-potential propagation pattern
Spatiotemporal membrane-voltage propagation around the ring; block, phase-2 reentry, and circulating reentry are interpreted from the traces rather than classified directly by the code.
|
name: Brugada syndrome
creation_date: '2026-04-14T00:00:00Z'
description: >-
Brugada syndrome is an inherited cardiac channelopathy and primary electrical
disease characterized by a type 1 coved ST-segment elevation in the right
precordial leads together with risk of polymorphic ventricular tachycardia,
ventricular fibrillation, syncope, and sudden cardiac death in structurally
normal hearts. This entry treats Brugada syndrome as the inherited arrhythmia
root rather than mirroring long QT syndrome subtype framing. SCN5A-related
Brugada syndrome is the best-supported monogenic subtype, whereas most
clinically confirmed cases remain genotype-negative or genetically unresolved
and many reported non-SCN5A genes remain candidate or disputed.
synonyms:
- BrS
category: Genetic
disease_term:
preferred_term: Brugada syndrome
term:
id: MONDO:0015263
label: Brugada syndrome
mappings:
mondo_mappings:
- term:
id: MONDO:0015263
label: Brugada syndrome
mapping_predicate: skos:exactMatch
mapping_source: MONDO
mapping_justification: Primary MONDO disease identifier for this Brugada syndrome root entry.
parents:
- Cardiac Arrhythmia
- Channelopathy
classifications:
channelopathy_category:
classification_value: cardiac channelopathy
evidence:
- reference: PMID:33797273
reference_title: Single-cell transcriptomics trajectory and molecular convergence of clinically relevant mutations in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: "Our study suggests that genomic and proteomic hotspots in BrS converge into ion transport pathway and cardiomyocyte as a major BrS-associated cell type that provides insight into the complex genetic etiology of BrS."
explanation: Supports classification of Brugada syndrome as a cardiomyocyte ion-transport channelopathy.
has_subtypes:
- name: SCN5A-related Brugada syndrome
subtype_term:
preferred_term: SCN5A-related Brugada syndrome
term:
id: MONDO:0011001
label: Brugada syndrome 1
description: >-
Best-supported monogenic Brugada subtype. Pathogenic SCN5A variants reduce
NaV1.5-mediated inward sodium current, causing a depolarization-predominant
Brugada phenotype with characteristic right-precordial ST elevation and
ventricular arrhythmia risk. This subtype accounts for only a minority of
clinically diagnosed Brugada syndrome but remains the dominant
high-confidence gene-disease association.
genes:
- preferred_term: SCN5A
term:
id: hgnc:10593
label: SCN5A
evidence:
- reference: PMID:35004896
reference_title: "The Mechanism of Ajmaline and Thus Brugada Syndrome: Not Only the Sodium Channel!"
supports: SUPPORT
evidence_source: OTHER
snippet: "However, pathogenic rare variants in SCN5A are identified in only 20-30% of cases, and recent data indicates that SCN5A variants are actually, in many cases, prognostic rather than diagnostic, resulting in a more severe phenotype."
explanation: Supports SCN5A as the major established monogenic subtype while emphasizing that it explains only a minority of clinically diagnosed Brugada syndrome.
- reference: PMID:33797273
reference_title: Single-cell transcriptomics trajectory and molecular convergence of clinically relevant mutations in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: "We observed an over-representation of clinically relevant mutations (∼80%) in SCN5A gene and also identified several candidate genes, including GPD1L, TRPM4, and SCN10A."
explanation: Shows that SCN5A dominates the curated high-confidence variant landscape within Brugada syndrome while other genes remain secondary candidates.
- name: Oligogenic Brugada syndrome
display_name: Genotype-negative or oligogenic Brugada syndrome
description: >-
Majority stratum of clinically diagnosed Brugada syndrome in which no
single definitive monogenic cause is identified. Current evidence supports a
heterogeneous architecture involving unresolved rare variation, common
variant burden, and multiple non-SCN5A candidate genes that should not be
promoted to standalone disease roots without stronger evidence. Despite the
subtype name, no oligogenic inheritance term (HP:0010983) is bound and this
entry is not a member of the Digenic and Oligogenic Disorders grouping. The
cited evidence establishes that 70-85% of cases are genetically unresolved,
which is an absence of a monogenic explanation rather than a demonstration
of two or a few co-transmitted loci; a common-variant burden architecture
would in any case be polygenic (HP:0010982), not oligogenic. The subtype is
retained under its published name because that is how the stratum is
labelled in the literature.
evidence:
- reference: PMID:32121523
reference_title: "Brugada Syndrome: Oligogenic or Mendelian Disease?"
supports: SUPPORT
evidence_source: OTHER
snippet: "Although BrS is considered a genetic disease, its molecular mechanism remains elusive in about 70-85% of clinically-confirmed cases."
explanation: Establishes that most clinically confirmed Brugada syndrome remains genetically unresolved.
- reference: PMID:32121523
reference_title: "Brugada Syndrome: Oligogenic or Mendelian Disease?"
supports: SUPPORT
evidence_source: OTHER
snippet: "Variants occurring in at least 26 different genes have been previously considered causative, although the causative effect of all but the SCN5A gene has been recently challenged, due to the lack of systematic, evidence-based evaluations, such as a variant's frequency among the general population, family segregation analyses, and functional studies."
explanation: Supports treating non-SCN5A Brugada genes as unresolved or disputed heterogeneity rather than as established monogenic roots.
definitions:
- name: >-
Fever-associated type-1 Brugada ECG case-finding query for latent
SCN5A/Brugada carriers
definition_type: PHENOTYPE_ALGORITHM
derivation_basis: ESTABLISHED_CRITERIA
validation_status:
status: UNVALIDATED
rationale: >-
Fever-unmasking of the type-1 Brugada ECG is an established, clinically
recognized phenomenon (guidelines advise recording an ECG during fever),
so the query is well grounded — but this specific computable EHR phenotype
has not been evaluated against a genotyped gold standard for PPV/yield.
Validation substrate: a genotype-linked EHR biobank (eMERGE, All of Us, UK
Biobank); MIMIC-IV-ECG can prototype the type-1 morphology detector but
lacks the linked DNA needed to confirm SCN5A carriership.
attaches_to:
- pathophysiology#Fever-induced accentuation of sodium-channel loss of function
description: >-
EHR/OMOP case-finding query: identify individuals in whom a type-1 coved
Brugada ECG (or a fever-triggered ventricular arrhythmia) is documented
during a febrile episode, as candidates for latent/undiagnosed Brugada
syndrome warranting off-fever confirmation and SCN5A evaluation. Contrast
with the Timothy fever query: here the fever→unmasking mechanism is
established, so derivation_basis is ESTABLISHED_CRITERIA rather than
MECHANISTIC_HYPOTHESIS.
scope: >-
EHR/OMOP case-finding for latent Brugada carriers; grounded in established
fever-unmasking biology but not yet validated as a computable phenotype.
criteria_sets:
- name: Fever-associated type-1 Brugada ECG
description: >-
A type-1 coved right-precordial ST-segment elevation, or a ventricular
tachyarrhythmia, documented during a febrile episode in a patient without a
prior Brugada diagnosis; confirm off-fever and refer for SCN5A testing.
inclusion_criteria:
- preferred_term: Documented febrile episode
description: Elevated body temperature or a febrile-illness diagnosis code (index exposure).
- preferred_term: Type-1 Brugada ECG or fever-triggered ventricular arrhythmia
description: >-
Coved type-1 right-precordial ST-segment elevation, or a ventricular
tachyarrhythmia, recorded during the febrile episode.
exclusion_criteria:
- preferred_term: Pre-existing Brugada diagnosis
description: Already-diagnosed Brugada syndrome (not a latent-case-finding hit).
evidence:
- reference: PMID:27033637
reference_title: Prognostic significance of fever-induced Brugada syndrome.
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: >-
One hundred twelve patients with BrS who developed F-type1 were
retrospectively enrolled.
explanation: >-
Establishes fever-induced type-1 Brugada ECG as an identifiable clinical
cohort — the population this query targets.
- reference: PMID:27033637
reference_title: Prognostic significance of fever-induced Brugada syndrome.
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "26.4% (14 of 53) carried a pathogenic SCN5A mutation."
explanation: >-
A substantial fraction of fever-induced type-1 patients carry a pathogenic
SCN5A variant, supporting the case-finding rationale that fever-provoked
type-1 ECG enriches for genotype-positive carriers.
notes: >-
Worked ESTABLISHED-basis counterpart to the Timothy fever_exacerbated_cav1.2
query: same trigger-provoked-latent-disease archetype, but the fever→Nav1.5
unmasking mechanism is settled, so derivation_basis is ESTABLISHED_CRITERIA
(validation_status UNVALIDATED for the computable phenotype itself). See
docs/hypothesis-based-phenotype-algorithms.md and
docs/reports/hypothesis-driven-ehr-case-finding-2026-07-12.md.
pathophysiology:
- name: Reduced Depolarization Reserve
conforms_to: "cardiac_ion_channel_repolarization#Cardiac Ion-Channel or Calcium-Handling Variant"
role: trigger
description: >-
Brugada syndrome converges on reduced depolarizing reserve in ventricular
cardiomyocytes, most often through decreased inward sodium current but also
through broader ion-current imbalance involving calcium and potassium
channel pathways. At the disease level, the key mechanistic theme is not
long-QT-like delayed repolarization alone but reduced inward current and
impaired conduction reserve in the right ventricular substrate.
cell_types:
- preferred_term: cardiomyocyte
term:
id: CL:0000746
label: cardiac muscle cell
- preferred_term: right ventricular cardiomyocyte
term:
id: CL:2000046
label: ventricular cardiac muscle cell
molecular_functions:
- preferred_term: monoatomic ion channel activity
term:
id: GO:0005216
label: monoatomic ion channel activity
modifier: ABNORMAL
biological_processes:
- preferred_term: membrane depolarization during cardiac muscle cell action potential
term:
id: GO:0086012
label: membrane depolarization during cardiac muscle cell action potential
modifier: DECREASED
- preferred_term: cardiac conduction
term:
id: GO:0061337
label: cardiac conduction
modifier: DECREASED
- preferred_term: sodium ion transport
term:
id: GO:0006814
label: sodium ion transport
modifier: DECREASED
locations:
- preferred_term: outflow tract of right ventricle
term:
id: UBERON:0005953
label: outflow part of right ventricle
evidence:
- reference: PMID:33797273
reference_title: Single-cell transcriptomics trajectory and molecular convergence of clinically relevant mutations in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: "Our study suggests that genomic and proteomic hotspots in BrS converge into ion transport pathway and cardiomyocyte as a major BrS-associated cell type that provides insight into the complex genetic etiology of BrS."
explanation: Supports ion-transport dysregulation in cardiomyocytes as the convergent disease-level mechanism across genetically heterogeneous Brugada syndrome.
- reference: PMID:29024690
reference_title: Sodium channel current loss of function in induced pluripotent stem cell-derived cardiomyocytes from a Brugada syndrome patient.
supports: SUPPORT
evidence_source: IN_VITRO
snippet: "Patient-derived iPS-CM showed a 33.1-45.5% reduction in INa density, a shift in both activation and inactivation voltage-dependence curves, and faster recovery from inactivation."
explanation: Directly demonstrates reduced inward sodium current and altered channel gating in a patient-specific SCN5A Brugada cardiomyocyte model.
downstream:
- target: Type 1 coved ST-segment elevation
description: Reduced depolarization reserve in the right-precordial substrate produces the diagnostic coved ST-segment elevation pattern.
causal_link_type: DIRECT
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: "Computational modeling work demonstrated that the balance between inward and outward currents could affect excitation and the ST segment elevation in concert"
explanation: Supports altered inward-versus-outward current balance as a cause of excitation failure and Brugada ST elevation.
- target: RVOT Conduction Slowing
description: Reduced depolarizing reserve lowers excitation wavelength and promotes localized conduction delay in the right ventricular outflow tract substrate.
causal_link_type: DIRECT
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "The depolarization theory proposes that slower upstroke of phase 0 and the consequent reduction in conduction velocity (CV) of the APs are responsible for arrhythmogenesis."
explanation: Supports reduced phase-0 depolarization as the cause of slowed conduction in the Brugada substrate.
- name: RVOT Conduction Slowing
conforms_to: "cardiac_ion_channel_repolarization#Arrhythmogenic Substrate and Triggered Activity"
role: amplifier
description: >-
Tissue-level Brugada pathophysiology includes delayed depolarization and
conduction dispersion in the right ventricular outflow tract, where reduced
conduction reserve creates the proximate substrate for malignant ventricular
arrhythmia. Heterogeneous, slowed depolarization and conduction across the
RVOT constitute the depolarization-predominant arrhythmogenic substrate of
Brugada syndrome.
cell_types:
- preferred_term: cardiomyocyte
term:
id: CL:0000746
label: cardiac muscle cell
- preferred_term: right ventricular cardiomyocyte
term:
id: CL:2000046
label: ventricular cardiac muscle cell
biological_processes:
- preferred_term: cardiac muscle cell action potential
term:
id: GO:0086001
label: cardiac muscle cell action potential
modifier: ABNORMAL
- preferred_term: cardiac conduction
term:
id: GO:0061337
label: cardiac conduction
modifier: DYSREGULATED
locations:
- preferred_term: outflow tract of right ventricle
term:
id: UBERON:0005953
label: outflow part of right ventricle
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "These are in keeping with clinical findings of delayed depolarization in the RV outflow tract demonstrated using electroanatomical mapping"
explanation: Supports delayed depolarization and conduction slowing in the RV outflow tract as an atomic tissue-level Brugada mechanism.
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "Decreased λ has been associated with increased likelihood of reentrant arrhythmias"
explanation: Supports reduced excitation wavelength from slowed conduction as the tissue-level substrate that raises reentrant ventricular arrhythmia likelihood in Brugada syndrome.
downstream:
- target: Current-Load Mismatch at RVOT Substrate
description: Structural discontinuities in the RVOT coexist with conduction delay and convert reduced conduction reserve into excitation failure and conduction block.
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "It was suggested that current-to-load mismatches at discontinuities can cause conduction block."
explanation: Supports discontinuity-associated current-to-load mismatch as the mechanism converting limited conduction reserve into block.
- name: Current-Load Mismatch at RVOT Substrate
conforms_to: "cardiac_ion_channel_repolarization#Arrhythmogenic Substrate and Triggered Activity"
role: amplifier
description: >-
Structural abnormalities in the RV and RVOT increase current-to-load
mismatch and excitation failure, providing a distinct tissue-level
mechanism that can cooperate with conduction slowing to destabilize the
Brugada substrate.
cell_types:
- preferred_term: cardiomyocyte
term:
id: CL:0000746
label: cardiac muscle cell
- preferred_term: right ventricular cardiomyocyte
term:
id: CL:2000046
label: ventricular cardiac muscle cell
biological_processes:
- preferred_term: cardiac muscle cell action potential
term:
id: GO:0086001
label: cardiac muscle cell action potential
modifier: ABNORMAL
- preferred_term: cardiac conduction
term:
id: GO:0061337
label: cardiac conduction
modifier: DYSREGULATED
locations:
- preferred_term: outflow tract of right ventricle
term:
id: UBERON:0005953
label: outflow part of right ventricle
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "In patients with Brugada syndrome, structural abnormalities are indeed observed in the RV and RVOT, which would increase current-load mismatch and excitation failure"
explanation: Supports current-to-load mismatch and local excitation failure as a distinct RV/RVOT substrate mechanism in Brugada syndrome.
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "It was suggested that current-to-load mismatches at discontinuities can cause conduction block."
explanation: Supports current-to-load mismatch at structural discontinuities as a mechanistic source of conduction block in the Brugada substrate.
downstream:
- target: Malignant Ventricular Tachyarrhythmia
description: Excitation failure and conduction block in the RVOT substrate promote reentrant polymorphic VT and VF.
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "It should be recognized that abnormal depolarization does not act in isolation, but act in concert with discontinuous conduction to produce arrhythmias in BrS"
explanation: Supports excitation failure and discontinuous conduction as cooperating causes of Brugada arrhythmias.
- name: Malignant Ventricular Tachyarrhythmia
conforms_to: "cardiac_ion_channel_repolarization#Ventricular Tachyarrhythmia"
role: effector
description: >-
The clinical consequence of the Brugada substrate is malignant ventricular
tachyarrhythmia, especially polymorphic ventricular tachycardia and
ventricular fibrillation, with syncope or sudden cardiac death as the major
downstream manifestations.
cell_types:
- preferred_term: cardiomyocyte
term:
id: CL:0000746
label: cardiac muscle cell
biological_processes:
- preferred_term: cardiac conduction
term:
id: GO:0061337
label: cardiac conduction
modifier: ABNORMAL
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "This condition, identified by Josep and Pedro Brugada, is often marked by symptoms such as syncope and episodes of polymorphic ventricular tachycardia (PVT) or ventricular fibrillation (VF)."
explanation: Defines the characteristic malignant ventricular arrhythmias and their clinical presentation in Brugada syndrome.
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "These arrhythmias, if not managed promptly, can escalate to sudden cardiac death (SCD), notably in patients whose cardiac structure appears normal."
explanation: Links Brugada-associated ventricular tachyarrhythmia directly to sudden cardiac death risk.
downstream:
- target: Polymorphic ventricular tachycardia
description: The Brugada arrhythmogenic substrate can produce polymorphic ventricular tachycardia.
causal_link_type: DIRECT
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "This condition, identified by Josep and Pedro Brugada, is often marked by symptoms such as syncope and episodes of polymorphic ventricular tachycardia (PVT) or ventricular fibrillation (VF)."
explanation: Supports polymorphic ventricular tachycardia as a direct manifestation of the Brugada arrhythmogenic substrate.
- target: Ventricular fibrillation
description: The Brugada arrhythmogenic substrate can degenerate into ventricular fibrillation.
causal_link_type: DIRECT
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "This condition, identified by Josep and Pedro Brugada, is often marked by symptoms such as syncope and episodes of polymorphic ventricular tachycardia (PVT) or ventricular fibrillation (VF)."
explanation: Supports ventricular fibrillation as a direct manifestation of the Brugada arrhythmogenic substrate.
- target: Syncope and Sudden Cardiac Death
description: Sustained polymorphic ventricular tachycardia or ventricular fibrillation abolishes effective cardiac output, producing syncope and, if not terminated, sudden cardiac death.
causal_link_type: DIRECT
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "These arrhythmias, if not managed promptly, can escalate to sudden cardiac death (SCD), notably in patients whose cardiac structure appears normal."
explanation: Supports malignant ventricular arrhythmia as the proximate cause of sudden cardiac death in Brugada syndrome.
- name: Syncope and Sudden Cardiac Death
conforms_to: "cardiac_ion_channel_repolarization#Syncope and Sudden Cardiac Death"
role: outcome
description: >-
Loss of effective cardiac output from sustained Brugada-associated
polymorphic ventricular tachycardia or ventricular fibrillation causes
transient cerebral hypoperfusion (syncope) and, when the arrhythmia does not
self-terminate, sudden cardiac death. These are the shared clinical
endpoints of Brugada syndrome and are frequently the sentinel manifestation
in structurally normal hearts.
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "These arrhythmias, if not managed promptly, can escalate to sudden cardiac death (SCD), notably in patients whose cardiac structure appears normal."
explanation: Supports syncope/sudden cardiac death as the terminal outcome of Brugada-associated ventricular tachyarrhythmia in structurally normal hearts.
- reference: PMID:23499630
reference_title: "Prevalence, characteristics, and prognosis role of type 1 ST elevation in the peripheral ECG leads in patients with Brugada syndrome."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "72 (22%) patients presented with unexplained syncope, and 26 (8%) patients presented with sudden death (12 patients) or appropriated implantable cardioverter-defibrillator therapies (14 patients)"
explanation: Human cohort evidence documenting unexplained syncope and sudden death (or appropriate ICD therapy) as the clinical outcomes in Brugada syndrome patients.
downstream:
- target: Syncope
description: >-
Syncope is a clinical outcome in Brugada syndrome; the cited cohort
classified these events as unexplained and therefore does not establish a
documented ventricular tachyarrhythmia for each episode.
causal_link_type: INDIRECT_UNKNOWN_INTERMEDIATES
evidence:
- reference: PMID:23499630
reference_title: "Prevalence, characteristics, and prognosis role of type 1 ST elevation in the peripheral ECG leads in patients with Brugada syndrome."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "72 (22%) patients presented with unexplained syncope, and 26 (8%) patients presented with sudden death (12 patients) or appropriated implantable cardioverter-defibrillator therapies (14 patients)"
explanation: >-
The cohort supports syncope as an observed clinical outcome but does not
attribute each unexplained episode to a recorded arrhythmia.
- target: Sudden cardiac death
description: Sustained ventricular tachyarrhythmia that does not terminate causes sudden cardiac death.
causal_link_type: DIRECT
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "These arrhythmias, if not managed promptly, can escalate to sudden cardiac death (SCD), notably in patients whose cardiac structure appears normal."
explanation: Supports unterminated ventricular arrhythmia as the cause of sudden cardiac death.
- name: Fever-induced accentuation of sodium-channel loss of function
role: trigger
description: >-
Elevated body temperature accentuates the loss of function of the cardiac
sodium channel (Nav1.5/SCN5A) that underlies Brugada syndrome. The
Brugada-associated SCN5A mutation Thr1620Met is arrhythmogenic only at
temperatures approaching the physiological range, so fever transiently
worsens the depolarization-reserve deficit — unmasking or accentuating the
diagnostic type-1 coved ST-segment elevation and, in some patients,
precipitating malignant ventricular arrhythmia. Unlike the Timothy-syndrome
fever effect (an emerging, model-system hypothesis), fever-unmasking of the
Brugada ECG is an established clinical phenomenon.
gene:
preferred_term: SCN5A
term:
id: hgnc:10593
label: SCN5A
cell_types:
- preferred_term: right ventricular cardiomyocyte
term:
id: CL:2000046
label: ventricular cardiac muscle cell
molecular_functions:
- preferred_term: voltage-gated sodium channel activity
term:
id: GO:0005248
label: voltage-gated sodium channel activity
modifier: DECREASED
biological_processes:
- preferred_term: cellular response to heat
term:
id: GO:0034605
label: cellular response to heat
modifier: INCREASED
locations:
- preferred_term: outflow tract of right ventricle
term:
id: UBERON:0005953
label: outflow part of right ventricle
evidence:
- reference: PMID:10532948
reference_title: >-
Ionic mechanisms responsible for the electrocardiographic phenotype of the
Brugada syndrome are temperature dependent.
supports: SUPPORT
evidence_source: IN_VITRO
snippet: >-
illustrate for the first time a cardiac sodium channel mutation of which
the arrhythmogenicity is revealed only at temperatures approaching the
physiological range, and suggest that some patients may be more at risk
during febrile states
explanation: >-
Patch-clamp study of the SCN5A Thr1620Met Brugada mutation shows its
arrhythmogenic gating defect emerges near physiological temperature,
establishing the temperature-dependence that makes fever an unmasking
trigger.
- reference: PMID:32015236
reference_title: >-
Electrocardiogram Characteristics and Arrhythmic Events during Fever in
Patients with Fever-Induced Brugada Syndrome.
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: >-
Fever may not only reveal BrS but also induce life-threatening arrhythmic
events, especially in children and adolescents
explanation: >-
Clinical series confirming that fever both unmasks the Brugada pattern and
can precipitate malignant arrhythmia.
downstream:
- target: Type 1 coved ST-segment elevation
description: >-
Fever accentuates sodium-channel loss of function and unmasks or augments
the diagnostic type-1 coved ST-segment elevation.
causal_link_type: DIRECT
evidence:
- reference: PMID:32015236
reference_title: >-
Electrocardiogram Characteristics and Arrhythmic Events during Fever in
Patients with Fever-Induced Brugada Syndrome.
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: >-
the J point increased significantly in precordial leads V1, V2, and V3
during the febrile state
explanation: >-
Quantifies fever-induced accentuation of right-precordial ST/J-point
elevation, the diagnostic Brugada pattern.
- target: Malignant Ventricular Tachyarrhythmia
description: >-
In some patients fever precipitates fever-triggered malignant ventricular
arrhythmia on the accentuated Brugada substrate.
causal_link_type: INDIRECT_KNOWN_INTERMEDIATES
intermediate_mechanisms:
- accentuated RVOT conduction slowing
evidence:
- reference: PMID:32015236
reference_title: >-
Electrocardiogram Characteristics and Arrhythmic Events during Fever in
Patients with Fever-Induced Brugada Syndrome.
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Fever may not only reveal BrS but also induce life-threatening arrhythmic events, especially in children and adolescents"
explanation: Clinical evidence supports fever as a trigger of malignant arrhythmic events in Brugada syndrome.
phenotypes:
- category: Cardiovascular
name: Type 1 coved ST-segment elevation
diagnostic: true
description: >-
Diagnostic right-precordial type 1 Brugada ECG pattern with coved ST-segment
elevation, spontaneous or sodium-channel-blocker-provoked.
phenotype_term:
preferred_term: Type 1 coved ST-segment elevation
term:
id: HP:6000984
label: Coved type ST segment elevation
evidence:
- reference: PMID:20233789
reference_title: "Number of electrocardiogram leads displaying the diagnostic coved-type pattern in Brugada syndrome: a diagnostic consensus criterion to be revised."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "According to the diagnostic consensus criteria, the electrocardiographic (ECG) diagnosis of Brugada syndrome requires coved-type > or =2 mm ST-segment elevation in >1 right precordial lead (RPL) V1-V3 in the presence or absence of a sodium-channel blocker."
explanation: Supports the hallmark diagnostic ECG phenotype for Brugada syndrome.
- category: Cardiovascular
name: Syncope
description: >-
Unexplained syncope due to transient ventricular tachyarrhythmia is a common
symptomatic presentation in clinically recognized Brugada syndrome.
phenotype_term:
preferred_term: Syncope
term:
id: HP:0001279
label: Syncope
evidence:
- reference: PMID:23499630
reference_title: "Prevalence, characteristics, and prognosis role of type 1 ST elevation in the peripheral ECG leads in patients with Brugada syndrome."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Two hundred twenty-five (70%) patients were asymptomatic, 72 (22%) patients presented with unexplained syncope, and 26 (8%) patients presented with sudden death (12 patients) or appropriated implantable cardioverter-defibrillator therapies (14 patients) at diagnosis or over a mean follow-up of 48 ± 34 months."
explanation: Provides cohort-level evidence that syncope is a common presenting manifestation in Brugada syndrome.
- category: Cardiovascular
name: Polymorphic ventricular tachycardia
description: >-
Symptomatic or abortive malignant ventricular tachyarrhythmia arising from
the Brugada substrate.
phenotype_term:
preferred_term: polymorphic ventricular tachycardia
term:
id: HP:0031677
label: Polymorphic ventricular tachycardia
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "This condition, identified by Josep and Pedro Brugada, is often marked by symptoms such as syncope and episodes of polymorphic ventricular tachycardia (PVT) or ventricular fibrillation (VF)."
explanation: Supports polymorphic ventricular tachycardia as a canonical malignant arrhythmia in Brugada syndrome.
- category: Cardiovascular
name: Ventricular fibrillation
description: >-
Ventricular fibrillation is a defining malignant arrhythmia in Brugada
syndrome and a proximate cause of cardiac arrest.
phenotype_term:
preferred_term: Ventricular fibrillation
term:
id: HP:0001663
label: Ventricular fibrillation
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "This condition, identified by Josep and Pedro Brugada, is often marked by symptoms such as syncope and episodes of polymorphic ventricular tachycardia (PVT) or ventricular fibrillation (VF)."
explanation: Supports ventricular fibrillation as a core malignant arrhythmia phenotype in Brugada syndrome.
- category: Cardiovascular
name: Sudden cardiac death
description: >-
Sudden cardiac death occurs when Brugada-associated polymorphic VT or VF is
not promptly terminated.
phenotype_term:
preferred_term: Sudden cardiac death
term:
id: HP:0001645
label: Sudden cardiac death
evidence:
- reference: PMID:39896197
reference_title: Brugada syndrome update.
supports: SUPPORT
evidence_source: OTHER
snippet: "These arrhythmias, if not managed promptly, can escalate to sudden cardiac death (SCD), notably in patients whose cardiac structure appears normal."
explanation: Supports sudden cardiac death as the principal life-threatening outcome of Brugada-associated ventricular arrhythmia.
genetic:
- name: SCN5A loss-of-function variants
association: Causative
relationship_type: CAUSATIVE
subtype: SCN5A-related Brugada syndrome
features: >-
SCN5A is the strongest monogenic Brugada gene and defines the classic
NaV1.5 loss-of-function subtype. SCN5A accounts for a minority of all
clinically diagnosed Brugada syndrome but dominates the curated
high-confidence variant literature and often marks a more severe phenotype.
gene_term:
preferred_term: SCN5A
term:
id: hgnc:10593
label: SCN5A
evidence:
- reference: PMID:35004896
reference_title: "The Mechanism of Ajmaline and Thus Brugada Syndrome: Not Only the Sodium Channel!"
supports: SUPPORT
evidence_source: OTHER
snippet: "However, pathogenic rare variants in SCN5A are identified in only 20-30% of cases, and recent data indicates that SCN5A variants are actually, in many cases, prognostic rather than diagnostic, resulting in a more severe phenotype."
explanation: Shows that SCN5A is clinically important but explains only a minority of diagnosed Brugada syndrome, consistent with a root entry plus subtype model.
- reference: PMID:33797273
reference_title: Single-cell transcriptomics trajectory and molecular convergence of clinically relevant mutations in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: "We observed an over-representation of clinically relevant mutations (∼80%) in SCN5A gene and also identified several candidate genes, including GPD1L, TRPM4, and SCN10A."
explanation: Supports SCN5A as the dominant high-confidence gene within the clinically curated Brugada variant landscape.
treatments:
- name: Implantable cardioverter-defibrillator placement
description: >-
Device therapy for prevention of sudden cardiac death in high-risk Brugada
syndrome, especially after malignant ventricular arrhythmia, syncope with
high-risk features, or recurrent ventricular fibrillation.
treatment_term:
preferred_term: implantable cardioverter-defibrillator placement
term:
id: NCIT:C80435
label: Implantable Cardioverter-Defibrillator Placement
evidence:
- reference: PMID:39800093
reference_title: "Epicardial substrate ablation in patients with symptomatic Brugada syndrome: An updated systematic review and single-arm meta-analysis."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Although implantable cardioverter-defibrillators (ICDs) and quinidine are primary treatments, recurrent BrS-triggered ventricular arrhythmias can persist."
explanation: Supports ICD placement as a primary established treatment in symptomatic or high-risk Brugada syndrome.
target_mechanisms:
- target: Malignant Ventricular Tachyarrhythmia
treatment_effect: MODULATES
description: >-
ICDs detect and terminate ventricular fibrillation and polymorphic
ventricular tachycardia with defibrillation shocks, preventing sudden
cardiac death without altering the underlying arrhythmogenic substrate.
evidence:
- reference: PMID:39800093
reference_title: "Epicardial substrate ablation in patients with symptomatic Brugada syndrome: An updated systematic review and single-arm meta-analysis."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Although implantable cardioverter-defibrillators (ICDs) and quinidine are primary treatments, recurrent BrS-triggered ventricular arrhythmias can persist."
explanation: >-
The meta-analysis identifies ICDs as primary treatment for
Brugada-triggered ventricular arrhythmias; the cached abstract does not
describe the device's detection-and-shock mechanism.
- name: Quinidine
description: >-
Quinidine is used as antiarrhythmic pharmacotherapy for suppression of
recurrent ventricular arrhythmia and electrical storm in Brugada syndrome,
particularly when ICD therapy alone is insufficient or when ablation is not
immediately available.
treatment_term:
preferred_term: Pharmacotherapy
term:
id: NCIT:C15986
label: Pharmacotherapy
therapeutic_agent:
- preferred_term: quinidine
term:
id: CHEBI:28593
label: quinidine
evidence:
- reference: PMID:40750064
reference_title: Theory and practice of present clinical use of Quinidine in the management of cardiac arrhythmias.
supports: SUPPORT
evidence_source: OTHER
snippet: "Paradoxically, this decline in use occurred alongside accumulating evidence supporting quinidine's therapeutic benefit in managing rare, life-threatening ventricular arrhythmias occurring in patients with no organic heart disease (Idiopathic ventricular fibrillation, Brugada syndrome, Early repolarization syndrome, Short QT syndrome, Multifocal ectopic Purkinje-related premature contractions), as well as in those with organic heart disease involving the Purkinje network (acute myocardial infarction and hypertrophic cardiomyopathy)."
explanation: Supports quinidine as a specifically recognized antiarrhythmic option for Brugada syndrome and related idiopathic ventricular fibrillation syndromes.
target_mechanisms:
- target: Reduced Depolarization Reserve
treatment_effect: MODULATES
description: >-
Quinidine blocks the transient outward potassium current (Ito) in
epicardial RVOT cardiomyocytes, partially restoring the balance between
inward and outward currents and reducing the action potential notch that
precipitates phase-2 reentry.
evidence:
- reference: PMID:27803673
reference_title: "Electrophysiological Mechanisms of Brugada Syndrome: Insights from Pre-clinical and Clinical Studies."
supports: SUPPORT
evidence_source: OTHER
snippet: "Thus, either reduced Ito or increased ICa could compensate for the reduced sodium current, in turn reducing the degree of ST segment elevation."
explanation: >-
The mechanistic review supports reduced Ito as compensation for reduced
sodium current. Together with the treatment-level quinidine evidence,
this partially supports the inferred Ito-blocking mechanism.
- name: Epicardial substrate ablation
description: >-
Epicardial ablation of the Brugada arrhythmogenic substrate is an
increasingly used option for symptomatic patients with recurrent BrS-triggered
ventricular arrhythmias despite ICD therapy and/or quinidine.
treatment_term:
preferred_term: epicardial ablation
term:
id: NCIT:C157843
label: Epicardial Ablation
evidence:
- reference: PMID:39800093
reference_title: "Epicardial substrate ablation in patients with symptomatic Brugada syndrome: An updated systematic review and single-arm meta-analysis."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Although implantable cardioverter-defibrillators (ICDs) and quinidine are primary treatments, recurrent BrS-triggered ventricular arrhythmias can persist. In this setting, epicardial substrate ablation has emerged as a promising alternative for symptomatic patients."
explanation: Supports epicardial substrate ablation as a treatment option for symptomatic patients with recurrent arrhythmias despite standard therapy.
- reference: PMID:39800093
reference_title: "Epicardial substrate ablation in patients with symptomatic Brugada syndrome: An updated systematic review and single-arm meta-analysis."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "Pooled analysis demonstrated resolution of the type 1 pattern in 91% of the cases"
explanation: Supports mechanistic and electrocardiographic efficacy of epicardial substrate ablation in symptomatic Brugada syndrome cohorts.
target_mechanisms:
- target: Current-Load Mismatch at RVOT Substrate
treatment_effect: MODULATES
description: >-
Epicardial ablation destroys the fibrotic-fatty RVOT epicardial substrate
responsible for abnormal conduction and the current-load mismatch that
sustains phase-2 reentry, eliminating the anatomic basis for arrhythmia
inducibility.
evidence:
- reference: PMID:39800093
reference_title: "Epicardial substrate ablation in patients with symptomatic Brugada syndrome: An updated systematic review and single-arm meta-analysis."
supports: SUPPORT
evidence_source: HUMAN_CLINICAL
snippet: "In this setting, epicardial substrate ablation has emerged as a promising alternative for symptomatic patients."
explanation: >-
The meta-analysis supports epicardial substrate ablation in symptomatic
Brugada syndrome, but its abstract does not isolate elimination of the
current-load-mismatch substrate as the operative mechanism.
computational_models:
- name: Subcellular sodium-channel myocardial strand model
description: >-
A one-dimensional strand of 300 human epicardial ventricular myocytes for
studying how subcellular sodium-channel distribution changes action-potential
morphology and propagation. Each cell is divided into lateral and pre- and
post-junctional membrane segments, represented by a modified O'Hara-Rudy
dynamic model with ten Tusscher-Panfilov fast sodium current and an
experimentally based rapid delayed-rectifier potassium current. Cells are
coupled through gap junctions and ephaptic interactions. The disease-like
manipulation reduces lateral-membrane sodium conductance while retaining
junctional sodium conductance.
model_type: KINETIC
repository_url: https://github.com/92tsumoto/BrS-P2R-strand-ORd2011model-withTNNP_INa-FT_IKr/tree/90962d4c159d5b12133d99cb0818c84c6746a013
model_id: 1D_EF_mORD2
base_model: Modified O'Hara-Rudy dynamic 2011 human ventricular model with ten Tusscher-Panfilov fast INa and experimental IKr
model_software: C/Autotools; Intel C Compiler, Intel MKL/PARDISO, and Intel OpenMP (original configuration)
model_format: C source, Autotools build files, and positional text input
publication: PMID:33203944
variables:
- name: Lateral-membrane sodium conductance fraction
description: Fast and late lateral-membrane sodium conductance expressed as a percentage of control.
- name: Action-potential membrane voltage
description: Membrane-potential trajectory for each modeled cell and membrane segment.
- name: Conduction velocity
description: >-
Propagation velocity along the myocardial strand in centimeters per
second, derived in the publication from activation-time outputs rather
than emitted directly by the code.
modeled_mechanisms:
- target: Reduced Depolarization Reserve
relationship: PERTURBS
description: >-
The model directly reduces lateral-membrane sodium conductance and measures
the resulting action-potential changes, rather than reproducing the full
genetically and structurally heterogeneous Brugada mechanism.
fidelity: MODERATE
limitations: >-
Sodium-channel reduction is prescribed phenomenologically rather than
generated by an SCN5A allele, trafficking defect, or patient-calibrated
expression state. The model does not represent broader calcium- or
potassium-channel causes of reduced depolarization reserve.
readouts:
- name: Action-potential dome morphology
target: Reduced Depolarization Reserve
description: >-
Progressive lateral sodium-channel reduction produces notch-and-dome,
delayed-dome, and loss-of-dome action potentials.
direction: ALTERED
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
Reducing Na+ channel expression in the lateral membrane of each
myocyte caused not only the notch-and-dome but also loss-of-dome type
action potentials and slowed conduction, both of which are typically
observed in BrS patients.
explanation: The strand simulation reports the expected action-potential response to its sodium-conductance perturbation.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
Reducing Na+ channel expression in the lateral membrane of each myocyte
caused not only the notch-and-dome but also loss-of-dome type action
potentials and slowed conduction, both of which are typically observed
in BrS patients.
explanation: The paper identifies the manipulated sodium-channel process and its electrophysiologic outputs.
- target: RVOT Conduction Slowing
relationship: PARTIALLY_RECAPITULATES
description: >-
Reduced lateral sodium conductance lowers modeled upstroke velocity and
strand conduction velocity, recapitulating the conduction-slowing component
of the Brugada substrate.
fidelity: MODERATE
limitations: >-
This is a homogeneous one-dimensional generic epicardial ventricular strand,
not an anatomically reconstructed RVOT. It omits patient-specific geometry,
fibrosis, fiber organization, ECG leads, and clinical conduction maps.
readouts:
- name: Conduction velocity
target: RVOT Conduction Slowing
description: >-
Conduction velocity falls as lateral-membrane sodium conductance is
reduced from control to complete loss.
direction: DECREASED
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
CVs at 100%gNa,LM, 35%gNa,LM, 7%gNa,LM and 0%gNa,LM were 71.4,
53.6, 33.3, and 25.0 cm/s, respectively (see Table 1).
explanation: The full-text figure caption provides the quantitative conduction-velocity response.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
Reducing Na+ channel expression in the lateral membrane of each myocyte
caused not only the notch-and-dome but also loss-of-dome type action
potentials and slowed conduction, both of which are typically observed
in BrS patients.
explanation: The primary report directly identifies slowed propagation as a model output.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
We constructed in silico human ventricular myocardial strand and ring
models, and examined whether the Na+ channel expression changes in each
myocyte cause the phase-2 reentry in BrS.
explanation: The publication defines the human ventricular strand model and its Brugada perturbation.
findings:
- statement: >-
In the homogeneous-conductance comparison, reducing lateral-membrane
sodium conductance from 100% to 0% lowers conduction velocity from 71.4
to 25.0 cm/s.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
CVs at 100%gNa,LM, 35%gNa,LM, 7%gNa,LM and 0%gNa,LM were 71.4,
53.6, 33.3, and 25.0 cm/s, respectively (see Table 1).
explanation: The paper reports a monotonic decrease across its four homogeneous conductance settings.
notes: >-
The repository is pinned at commit
90962d4c159d5b12133d99cb0818c84c6746a013 and has no release, CI,
container, or dependency lock. COPYING declares GPL-3.0, but
src/pardiso_mat.c carries an Intel Confidential notice that restricts use,
copying, and distribution; the effective reuse and redistribution status is
therefore ambiguous. The checked-in build targets legacy Intel C Compiler,
MKL/PARDISO, and OpenMP paths and flags. It did not compile unmodified during
curator testing on ARM macOS. The fixed-step explicit-Euler simulation uses
a 1-microsecond step for 30 beats. Its only sample input is stale: for the
supplied one-dataset, 43-state configuration, the parser reads 83 numeric
fields whereas check_test/in supplies 82, shifting later values and
preventing a faithful run. No paper-scenario manifest, expected outputs, or
automated tests are supplied. The code emits voltage and ionic traces plus
activation times but does not directly calculate CV; nai_data.out and
ki_data.out are also mislabeled relative to their written state indices.
The article is CC BY 4.0. The model was compared qualitatively with prior
mouse and human electrophysiology, but it was not fitted to or independently
validated in a Brugada patient cohort.
- name: Spatially heterogeneous sodium-channel myocardial ring model
description: >-
A one-dimensional ring of 600 human epicardial ventricular myocytes using
the same modified O'Hara-Rudy ionic model, segmented cell membranes, gap
junctions, and ephaptic coupling as the companion strand model. Two ring
regions are assigned different, markedly reduced lateral-membrane sodium
conductances to test whether spatial heterogeneity converts phase-2 reentry
into intermittent or persistent circulating reentrant excitation.
model_type: KINETIC
repository_url: https://github.com/92tsumoto/BrS-P2R-ring-ORd2011model-withTNNP_INa-FT_IKr/tree/0a6aece22925ca48430d775589547bbfbf9e0ff0
model_id: 1D_EFring_mORD2
base_model: Modified O'Hara-Rudy dynamic 2011 human ventricular model with ten Tusscher-Panfilov fast INa and experimental IKr
model_software: C/Autotools; Intel C Compiler, Intel MKL/PARDISO, and Intel OpenMP (original configuration)
model_format: C source, Autotools build files, and positional text input
publication: PMID:33203944
variables:
- name: Regional lateral-membrane sodium conductance fractions
description: Separately imposed percentages of control lateral sodium conductance in the two ring regions.
- name: Action-potential propagation pattern
description: >-
Spatiotemporal membrane-voltage propagation around the ring; block,
phase-2 reentry, and circulating reentry are interpreted from the traces
rather than classified directly by the code.
modeled_mechanisms:
- target: Malignant Ventricular Tachyarrhythmia
relationship: PARTIALLY_RECAPITULATES
description: >-
The heterogeneous ring produces phase-2-reentry-mediated circulating
excitation, representing a reduced tissue-scale mechanism for Brugada
reentrant tachyarrhythmia.
fidelity: LOW
limitations: >-
The 600-cell one-dimensional ring is not an RVOT or whole-heart geometry
and cannot reproduce polymorphic VT, ventricular fibrillation, surface ECG,
hemodynamics, or patient outcomes. Reentry depends on imposed and locally
extreme sodium-conductance heterogeneity rather than measured patient
tissue or a disease genotype.
readouts:
- name: Phase-2-reentry-mediated reentrant arrhythmia
target: Malignant Ventricular Tachyarrhythmia
description: >-
Spatially heterogeneous lateral sodium-channel reduction produces
intermittent or persistent unidirectional circulating excitation.
direction: INCREASED
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
Furthermore, the selective reduction in Na+ channels on the lateral
membrane of each myocyte together with spatial tissue heterogeneity of
Na+ channel expression caused the phase-2 reentry and phase-2
reentry-mediated reentrant arrhythmias.
explanation: The ring simulation directly produces its reduced reentrant-arrhythmia readout.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
Furthermore, the selective reduction in Na+ channels on the lateral
membrane of each myocyte together with spatial tissue heterogeneity of
Na+ channel expression caused the phase-2 reentry and phase-2
reentry-mediated reentrant arrhythmias.
explanation: The publication identifies sodium-channel heterogeneity as necessary for the modeled reentry.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
We constructed in silico human ventricular myocardial strand and ring
models, and examined whether the Na+ channel expression changes in each
myocyte cause the phase-2 reentry in BrS.
explanation: The publication defines the human ventricular ring model and its Brugada perturbation.
findings:
- statement: >-
Reentry occurred mainly when region B lateral sodium conductance was below
5% of control and region A was between 5% and 10%, underscoring dependence
on an extreme imposed spatial gradient.
evidence:
- reference: PMID:33203944
reference_title: Specific decreasing of Na(+) channel expression on the lateral membrane of cardiomyocytes causes fatal arrhythmias in Brugada syndrome.
supports: SUPPORT
evidence_source: COMPUTATIONAL
snippet: >-
This result indicates that the P2R-mediated reentry occurred mostly when
the %gNa,LM in the region B was reduced to < 5% and the %gNa,LM in the
region A was in the 5 ~ 10% range (Fig. 6C, magenta region).
explanation: The phase diagram identifies the parameter region supporting ring reentry.
notes: >-
The repository is pinned at commit
0a6aece22925ca48430d775589547bbfbf9e0ff0 and has no release, CI,
container, dependency lock, or sample input. COPYING declares GPL-3.0, but
src/pardiso_mat.c carries an Intel Confidential notice that restricts use,
copying, and distribution; the effective reuse and redistribution status is
therefore ambiguous. The checked-in build targets legacy Intel C Compiler,
MKL/PARDISO, and OpenMP paths and flags and did not compile unmodified during
curator testing on ARM macOS. The fixed-step explicit-Euler simulation uses
a 1-microsecond step for 30 beats, nominally 30 million steps. The repository
supplies no paper-figure parameter manifest, golden output, analysis script,
or automated test. It emits voltage and current traces but does not directly
label phase-2 reentry, reentrant arrhythmia, or the published phase diagram;
an auxiliary cleft-potential output also omits the closing ring junction.
The article is CC BY 4.0. This is a hypothesis-driven mechanism model, not an
allele-specific, anatomically personalized, or clinically predictive
ventricular simulation.
discussions:
- discussion_id: q_brs_fever_query_nam_confirmation
prompt: >-
Can New Approach Methodologies functionally confirm SCN5A carriers surfaced by
the fever-associated type-1 ECG case-finding query — using patient
iPSC-cardiomyocyte and heterologous Nav1.5 temperature-challenge assays to
show temperature-dependent sodium-current loss?
kind: OPEN_QUESTION
status: OPEN
attaches_to:
- pathophysiology#Fever-induced accentuation of sodium-channel loss of function
rationale: >-
The fever→type-1-ECG mechanism is established, but a candidate surfaced by the
EHR query still needs functional confirmation that the specific SCN5A variant
is temperature-sensitive. A human-relevant New Approach Methodology assay — patient
iPSC-cardiomyocytes and heterologous Nav1.5 expression subjected to a
temperature ramp — directly measures the temperature-dependent INa loss that
underlies fever unmasking, and is the mechanistic complement to the population
EHR arm.
proposed_experiments:
- experiment_id: exp_brs_nav15_temperature_nam
name: iPSC-cardiomyocyte and heterologous Nav1.5 temperature-challenge assay
description: >-
Express the candidate SCN5A variant heterologously and record INa across a
temperature ramp (e.g. 32 to 40 degrees C); in parallel, subject
patient-derived (and isogenic-corrected) iPSC-cardiomyocytes to the same
temperature challenge and assess emergence of a type-1-like
depolarization/repolarization phenotype. Temperature-dependent INa loss and
phenotype accentuation in the variant but not the control would confirm the
fever-sensitive substrate.
experiment_type:
preferred_term: iPSC-cardiomyocyte and heterologous-expression temperature-challenge assay
model_systems:
- name: Heterologous Nav1.5 (SCN5A) expression
description: >-
Candidate SCN5A variant expressed in a mammalian cell line; INa recorded
across a temperature ramp.
experimental_model_type: CELL_LINE
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
- name: Patient iPSC-derived cardiomyocytes
description: >-
Patient-derived and isogenic-corrected iPSC-cardiomyocytes challenged with
a temperature ramp.
experimental_model_type: IPSC_DERIVED_MODEL
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
cell_source: patient-derived and isogenic CRISPR-corrected iPSC
perturbations:
- name: Temperature ramp (fever challenge)
target: pathophysiology#Fever-induced accentuation of sodium-channel loss of function
description: Raise temperature from ~32 to ~40 degrees C, comparing variant with isogenic control.
readouts:
- name: Temperature-dependent sodium-current loss and arrhythmic phenotype
target: pathophysiology#Malignant Ventricular Tachyarrhythmia
description: >-
INa density/gating across temperature, and emergence of type-1-like
depolarization abnormalities / arrhythmic activity in cardiomyocytes.
decision_criterion: >-
Temperature-dependent INa loss and type-1-like phenotype accentuation in the
candidate SCN5A variant but not the isogenic control.
supporting_outcome:
- >-
The variant is temperature-sensitive, confirming a fever-query hit as a true
SCN5A carrier with a fever-unmaskable substrate.
refuting_outcome:
- >-
No temperature dependence, indicating the query hit is not explained by that
variant.
notes: >-
This entry is curated as the inherited arrhythmia root for Brugada syndrome
rather than as a long-QT-like subtype series. It absorbs the Brugada root and
related gene-specific rows by representing SCN5A-related Brugada syndrome as
the only explicit monogenic subtype while leaving the majority genotype-negative
or oligogenic stratum explicit. In the local 2026-03-28 G2P triage snapshot,
disputed or unresolved non-SCN5A Brugada links exist for ANK2, CACNA2D1,
CACNB2, GPD1L, HCN4, KCND3, KCNE3, KCNH2, KCNJ8, PKP2, RANGRF, SCN10A, SCN2B,
SCN3B, SLMAP, and TRPM4; CACNA1C and SCN1B also appear in non-root or
embedded contexts. Those associations are intentionally handled here as
disease-level heterogeneity rather than promoted to standalone validated
monogenic disease roots.
datasets:
- accession: geo:GSE264359
title: A rare non-coding enhancer variant in SCN5A contributes to the high prevalence of Brugada syndrome in Thailand
description: 'Brugada syndrome (BrS) is a cardiac arrhythmia disorder that causes sudden death in young adults. Rare genetic variants in the SCN5A gene, encoding the Nav1.5 sodium channel, and common non-coding variants at this locus, are robustly associated with the condition. BrS is particularly prevalent in Southeast Asia but the underlying ancestry-specific factors remain largely unknown. Methods: Genome sequencing of BrS probands and population-matched controls from Thailand was performed to identify rare non-coding variants at the SCN5A-SCN10A locus that were enriched in BrS cases.'
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
data_type: BULK_RNA_SEQ
sample_count: 8
publication: PMID:39391988
notes: Identified by GEO DataSets index search for Brugada syndrome (scripts/discover_datasets.py); accession and metadata verified against NCBI E-utilities on 2026-08-01. Title, sample count, and organism are GEO's own values.
- accession: geo:GSE278421
title: N-Palmitoylglycine activates transient receptor potential channel 5 and increases the risk of Brugada syndrome
description: Brugada syndrome (BrS) is an arrhythmic disorder associated with an increased risk of sudden cardiac death; however, current treatment options are limited due to their side effects and variable efficacy. In this study, we employed Mendelian randomization analysis utilizing proteomic, transcriptomic, and metabolomic data to identify potential therapeutic targets for BrS. Our findings indicate that N-palmitoylglycine (PalGly) is linked to an increased risk of BrS and interacts with BrS-associated proteins, demonstrating moderate binding affinities for proteins such as DCC, CR1, CTSB, NAAA, DEFB1, EPHA1, IGF1/IGFBP3/ALS, and LTA.
organism:
preferred_term: rat
term:
id: NCBITaxon:10116
label: Rattus norvegicus
data_type: BULK_RNA_SEQ
sample_count: 10
publication: PMID:41315851
notes: Identified by GEO DataSets index search for Brugada syndrome (scripts/discover_datasets.py); accession and metadata verified against NCBI E-utilities on 2026-08-01. Title, sample count, and organism are GEO's own values.
- accession: geo:GSE46348
title: Illumina SNP array data for Brugdata syndrome patients in Taiwan
description: Background Brugada syndrome (BrS) is a rare inherited disease causing sudden cardiac death (SCD). Copy number variants (CNVs) can contribute to disease susceptibility, but their role in Brugada syndrome (BrS) is unknown. We aimed to identify a CNV associated with BrS and elucidated its clinical implications. Methods We enrolled 335 unrelated BrS patients from 2000 to 2018 in the Taiwanese population. Microarray and exome sequencing were used for discovery phase whereas Sanger sequencing was used for the validation phase. HEK cells and zebrafish were used to characterize the function of the CNV variant.
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
data_type: GWAS
sample_count: 16
publication: PMID:32645615
notes: Identified by GEO DataSets index search for Brugada syndrome (scripts/discover_datasets.py); accession and metadata verified against NCBI E-utilities on 2026-08-01. Title, sample count, and organism are GEO's own values.
- accession: ega:EGAS00001003059
title: Brugada Syndrome-associated Genetic Loci are associated with J-point Elevation and an Increased Risk of Cardiac Arrest
description: 'Introduction: A previous genome-wide association study found three genetic loci, rs9388451, rs10428132, and rs11708996, toincrease the risk of Brugada Syndrome (BrS). Since the effect of these loci in the general population is unknown, we aimed toinvestigate the effect on electrocardiogram (ECG) parameters and outcomes in the general population.Material and Methods: A cohort of 6,161 individuals (median age 45 [interquartile range (IQR) 40-50] years, 49% males), withavailable digital ECGs, was genotyped and subsequently followed for a median period of 13 [IQR 12.6-13.4] years. Data on outcomeswere collected from Danish administrative healthcare registries.'
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
notes: 'European Genome-phenome Archive study, matched because the disease is named in the study''s own title ("Brugada syndrome"); description-level mentions were not accepted. EGA study_type: Other. Controlled access -- data require a Data Access Agreement. EGA metadata retrieved 2026-08-01.'
- accession: ega:EGAS00001004927
title: Short and long-read sequencing of Brugada syndrome samples
description: Genome-wide association studies (GWAS) are instrumental in identifying loci with an impact on human traits and disease. Typically, however, most GWAS information is considered redundant as it is based on neighboring single-nucleotide variants (SNVs) in strong linkage disequilibrium (LD). In this context, besides the most significant hit (lead SNV) in every trait- or disease-associated locus, the rest of GWAS hits are often marginally reported, examined, or exploited.
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
notes: 'European Genome-phenome Archive study, matched because the disease is named in the study''s own title ("Brugada syndrome"); description-level mentions were not accepted. EGA study_type: Other. Controlled access -- data require a Data Access Agreement. EGA metadata retrieved 2026-08-01.'
- accession: ega:EGAS00001005848
title: Searching for genetic modulators of the phenotypic heterogeneity in Brugada Syndrome
organism:
preferred_term: human
term:
id: NCBITaxon:9606
label: Homo sapiens
data_type: WES
notes: 'European Genome-phenome Archive study, matched because the disease is named in the study''s own title ("Brugada syndrome"); description-level mentions were not accepted. EGA study_type: Exome Sequencing. Controlled access -- data require a Data Access Agreement. EGA metadata retrieved 2026-08-01.'
This report is retrieval-only and is generated directly from Asta results.
search_papers_by_relevance with snippet_search.