A

Disease A

Slug:Hypermobile_Ehlers-Danlos_Syndrome
B

Disease B

Slug:Mitral_Valve_Prolapse
G

Causal Mechanism Graphs

Hypermobile Ehlers-Danlos Syndrome

graph LR
    Sleep_disturbance["Sleep disturbance"]
    Joint_instability_and_recurrent_soft_tissue_injury["Joint instability and recurrent soft-tissue injury"]
    Candidate_extracellular_matrix_remodeling_abnormalities["Candidate extracellular matrix remodeling abnormalities"]
    Myofibroblast_like_fibroblast_transition["Myofibroblast-like fibroblast transition"]
    Chronic_pain["Chronic pain"]
    Arthralgia["Arthralgia"]
    Joint_dislocation["Joint dislocation"]
    Joint_hypermobility["Joint hypermobility"]

    Candidate_extracellular_matrix_remodeling_abnormalities --> Myofibroblast_like_fibroblast_transition
    Joint_instability_and_recurrent_soft_tissue_injury --> Joint_dislocation
    Joint_instability_and_recurrent_soft_tissue_injury --> Chronic_pain
    Joint_instability_and_recurrent_soft_tissue_injury --> Arthralgia
    Joint_hypermobility --> Joint_instability_and_recurrent_soft_tissue_injury
    Chronic_pain --> Sleep_disturbance

    style Sleep_disturbance fill:#fef3c7
    style Joint_instability_and_recurrent_soft_tissue_injury fill:#dbeafe
    style Candidate_extracellular_matrix_remodeling_abnormalities fill:#dbeafe
    style Myofibroblast_like_fibroblast_transition fill:#dbeafe
    style Chronic_pain fill:#fef3c7
    style Arthralgia fill:#fef3c7
    style Joint_dislocation fill:#fef3c7
    style Joint_hypermobility fill:#fef3c7

Mitral Valve Prolapse

graph LR
    Systolic_Leaflet_Prolapse["Systolic Leaflet Prolapse"]
    Regional_Left_Ventricular_Fibrosis["Regional Left Ventricular Fibrosis"]
    Sudden_Cardiac_Death["Sudden Cardiac Death"]
    Ventricular_Electrical_Instability_and_Sudden_Cardiac_Death["Ventricular Electrical Instability and Sudden Cardiac Death"]
    Mitral_Regurgitation["Mitral Regurgitation"]
    Mitral_Valve_Prolapse["Mitral Valve Prolapse"]
    Mechanical_Traction_on_Papillary_Muscles_and_Inferobasal_Wall["Mechanical Traction on Papillary Muscles and Inferobasal Wall"]
    Myxomatous_Leaflet_Remodeling["Myxomatous Leaflet Remodeling"]
    Mitral_Annular_Disjunction_and_Systolic_Curling["Mitral Annular Disjunction and Systolic Curling"]
    Syncope["Syncope"]
    Transcatheter_Edge_to_Edge_Repair["Transcatheter Edge-to-Edge Repair"]
    DCHS1["DCHS1"]
    Ventricular_Arrhythmia["Ventricular Arrhythmia"]
    Myocardial_Fibrosis["Myocardial Fibrosis"]
    Valve_Developmental_and_Cytoskeletal_Gene_Lesion["Valve Developmental and Cytoskeletal Gene Lesion"]
    Premature_Ventricular_Contraction["Premature Ventricular Contraction"]
    Mitral_Valve_Repair["Mitral Valve Repair"]
    Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload["Mitral Regurgitation and Left Ventricular Volume Overload"]
    Congestive_Heart_Failure["Congestive Heart Failure"]
    FLNA["FLNA"]
    Heart_Failure["Heart Failure"]

    Myxomatous_Leaflet_Remodeling --> Systolic_Leaflet_Prolapse
    Valve_Developmental_and_Cytoskeletal_Gene_Lesion --> Myxomatous_Leaflet_Remodeling
    Systolic_Leaflet_Prolapse --> Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload
    Systolic_Leaflet_Prolapse --> Mechanical_Traction_on_Papillary_Muscles_and_Inferobasal_Wall
    Mitral_Annular_Disjunction_and_Systolic_Curling --> Mechanical_Traction_on_Papillary_Muscles_and_Inferobasal_Wall
    Mechanical_Traction_on_Papillary_Muscles_and_Inferobasal_Wall --> Regional_Left_Ventricular_Fibrosis
    Regional_Left_Ventricular_Fibrosis --> Ventricular_Electrical_Instability_and_Sudden_Cardiac_Death
    Ventricular_Electrical_Instability_and_Sudden_Cardiac_Death --> Premature_Ventricular_Contraction
    Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload --> Heart_Failure
    Heart_Failure --> Congestive_Heart_Failure
    Ventricular_Arrhythmia --> Sudden_Cardiac_Death
    Ventricular_Arrhythmia --> Syncope
    Premature_Ventricular_Contraction --> Ventricular_Arrhythmia
    Mitral_Valve_Repair --> Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload
    Transcatheter_Edge_to_Edge_Repair --> Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload
    Systolic_Leaflet_Prolapse -.-> Mitral_Valve_Prolapse
    Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload -.-> Mitral_Regurgitation
    Regional_Left_Ventricular_Fibrosis -.-> Myocardial_Fibrosis
    FLNA --> Valve_Developmental_and_Cytoskeletal_Gene_Lesion
    DCHS1 --> Valve_Developmental_and_Cytoskeletal_Gene_Lesion

    style Systolic_Leaflet_Prolapse fill:#dbeafe
    style Regional_Left_Ventricular_Fibrosis fill:#dbeafe
    style Sudden_Cardiac_Death fill:#fef3c7
    style Ventricular_Electrical_Instability_and_Sudden_Cardiac_Death fill:#dbeafe
    style Mitral_Regurgitation fill:#fef3c7
    style Mitral_Valve_Prolapse fill:#fef3c7
    style Mechanical_Traction_on_Papillary_Muscles_and_Inferobasal_Wall fill:#dbeafe
    style Myxomatous_Leaflet_Remodeling fill:#dbeafe
    style Mitral_Annular_Disjunction_and_Systolic_Curling fill:#dbeafe
    style Syncope fill:#fef3c7
    style Transcatheter_Edge_to_Edge_Repair fill:#fce7f3
    style DCHS1 fill:#f3e8ff
    style Ventricular_Arrhythmia fill:#fef3c7
    style Myocardial_Fibrosis fill:#fef3c7
    style Valve_Developmental_and_Cytoskeletal_Gene_Lesion fill:#dbeafe
    style Premature_Ventricular_Contraction fill:#fef3c7
    style Mitral_Valve_Repair fill:#fce7f3
    style Mitral_Regurgitation_and_Left_Ventricular_Volume_Overload fill:#dbeafe
    style Congestive_Heart_Failure fill:#fef3c7
    style FLNA fill:#f3e8ff
    style Heart_Failure fill:#dbeafe
S

Association Signals

Signal 1
LITERATURE LITERATURE_ASSOCIATION UNKNOWN
Population:Retrospective cohort of 568 adult patients (170 with hEDS, 398 with HSD) diagnosed per the 2017 EDS diagnostic criteria at the Mayo Clinic EDS Clinic, Jacksonville, Florida (November 2019-June 2022), with at least one echocardiogram.
Mapping notes:Recorded as REFUTE for a large hEDS-MVP comorbidity effect: this is the largest cohort assessed against the current (2017) diagnostic criteria, and it found MVP prevalence in hEDS similar to the general population, in contrast to some smaller or differently-ascertained earlier cohorts.
Temporal: A before B: , B before A: , Same time:
PREVALENCE: 3.5
CI: -
p:
FDR:
Diagnosed MVP prevalence in hEDS patients (6/170), versus a cited general-population prevalence of 2.7%.
PMID:38562189 (REFUTE)
Source: HUMAN_CLINICAL
"The prevalence of diagnosed mitral valve prolapse in patients with hEDS was 3.5% and HSD was 1.8%."
Quantifies MVP prevalence in the largest criteria-consistent hEDS cohort assessed by echocardiogram.
PMID:38562189 (REFUTE, primary result)
Source: HUMAN_CLINICAL
"Overall, our findings indicate that cardiac defects in patients with hEDS/HSD are similar to the general population."
The study's own conclusion, summarizing the MVP and aortic-root dilation findings together.
Signal 2
ICEES EHR_COHORT_ASSOCIATION UNKNOWN
Population:ICEES KG snapshot 8-20-2024 (RENCI/UNC).
Mapping notes:Searched: the local ICEES KG snapshot (rebuilt with `just icees-refresh`) contains only 226 nodes total, a small set of UNC-Health cohort-specific concepts. hEDS (MONDO:0007523) does not appear among them -- confirmed by grepping the decompressed node list directly (same check performed for the hEDS-POTS comorbidity entry). No ICEES signal exists for this pair in the current snapshot; recorded here rather than silently omitted.
Temporal: A before B: , B before A: , Same time:
H

Hypotheses

Hypothesis under test: connective-tissue laxity affecting the mitral valve leaflets and chordae tendineae in hEDS produces excess MVP prevalence relative to the general population, motivating its inclusion in the 2017 hEDS diagnostic criteria's cardiovascular workup. The largest well-characterized cohort assessed against the current diagnostic criteria found MVP prevalence in hEDS similar to the general population, arguing against a large mechanistic effect, though the authors note smaller/differently-ascertained cohorts have reported higher rates.
PMID:38562189 (REFUTE, primary result)
Source: HUMAN_CLINICAL
"The prevalence of MVP in patients in this study with hEDS was 3.5% or HSD was 1.8%, similar to the prevalence of MVP in the general population of 2.7%"
The study's own discussion directly compares its finding against the general-population MVP prevalence and concludes they are similar, arguing against a large connective-tissue-laxity effect on MVP risk.
Pathophysiology:
Mitral valve connective-tissue laxity (mild, non-excess): Laxity of the mitral valve leaflets and chordae tendineae is the proposed mechanism for MVP in hEDS, part of the rationale for including cardiovascular assessment in the 2017 diagnostic criteria, though the largest criteria-consistent cohort found this does not translate into a substantially elevated MVP prevalence versus the general population.
Biological processes:
heart valve development Gene Ontology (GO) Relation: this pathophysiological event involves this biological process This pathophysiological event involves heart valve development (GO:0003170). GO:0003170 is a biological process from the Gene Ontology.
Y

Raw YAML

Show YAML
name: com_Hypermobile_Ehlers-Danlos_Syndrome__Mitral_Valve_Prolapse
creation_date: '2026-09-18T02:57:53Z'
curation_status: CANDIDATE
notes: >-
  Mitral valve prolapse (MVP) and aortic root dilation are part of the 2017
  hEDS diagnostic criteria's cardiovascular assessment, and earlier smaller
  studies reported MVP in 6-21% of hEDS/HSD patients, motivating a widely
  held assumption of substantial excess prevalence. A large, well-defined
  Mayo Clinic EDS Clinic cohort (n=568 with echocardiogram data, diagnosed
  per the 2017 criteria) found diagnosed MVP in only 3.5% of hEDS patients
  (6/170) -- similar to a cited general-population prevalence of 2.7% -- and
  explicitly concluded that cardiac defects in hEDS/HSD are similar to the
  general population. This contrasts with an earlier, smaller
  specialty-clinic cohort (Rashed et al., cited within this paper but not
  independently verified here) reporting 7.5% MVP in combined hEDS/HSD,
  which the authors attribute to referral bias toward patients with more
  cardiovascular concerns. This entry records the larger, more recent,
  criteria-consistent cohort as the primary signal, honestly characterized
  as REFUTE for a large comorbidity effect. Directionality is UNKNOWN. No
  ICEES KG signal exists for this pair: hEDS (MONDO:0007523) is not a node
  in the ICEES KG snapshot at all (confirmed while curating the hEDS-POTS
  comorbidity entry).

disease_a:
  slug: Hypermobile_Ehlers-Danlos_Syndrome
  preferred_term: Ehlers-Danlos syndrome, hypermobility type
  term:
    id: MONDO:0007523
    label: Ehlers-Danlos syndrome, hypermobility type

disease_b:
  slug: Mitral_Valve_Prolapse
  preferred_term: mitral valve prolapse
  term:
    id: MONDO:0004910
    label: mitral valve prolapse

directionality: UNKNOWN

hypotheses:
- description: >-
    Hypothesis under test: connective-tissue laxity affecting the mitral
    valve leaflets and chordae tendineae in hEDS produces excess MVP
    prevalence relative to the general population, motivating its inclusion
    in the 2017 hEDS diagnostic criteria's cardiovascular workup. The largest
    well-characterized cohort assessed against the current diagnostic
    criteria found MVP prevalence in hEDS similar to the general population,
    arguing against a large mechanistic effect, though the authors note
    smaller/differently-ascertained cohorts have reported higher rates.
  evidence:
  - reference: PMID:38562189
    reference_title: "Cardiac defects of hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorders: a retrospective cohort study."
    supports: REFUTE
    quote_role: PRIMARY_RESULT
    evidence_source: HUMAN_CLINICAL
    snippet: "The prevalence of MVP in patients in this study with hEDS was 3.5% or HSD was 1.8%, similar to the prevalence of MVP in the general population of 2.7%"
    explanation: >-
      The study's own discussion directly compares its finding against the
      general-population MVP prevalence and concludes they are similar,
      arguing against a large connective-tissue-laxity effect on MVP risk.
  pathophysiology:
  - name: Mitral valve connective-tissue laxity (mild, non-excess)
    description: >-
      Laxity of the mitral valve leaflets and chordae tendineae is the
      proposed mechanism for MVP in hEDS, part of the rationale for including
      cardiovascular assessment in the 2017 diagnostic criteria, though the
      largest criteria-consistent cohort found this does not translate into
      a substantially elevated MVP prevalence versus the general population.
    biological_processes:
    - preferred_term: heart valve development
      term:
        id: GO:0003170
        label: heart valve development

association_signals:
- source: LITERATURE
  method: LITERATURE_ASSOCIATION
  signal_disorder_a_id: MONDO:0007523
  signal_disorder_b_id: MONDO:0004910
  population: >-
    Retrospective cohort of 568 adult patients (170 with hEDS, 398 with HSD)
    diagnosed per the 2017 EDS diagnostic criteria at the Mayo Clinic EDS
    Clinic, Jacksonville, Florida (November 2019-June 2022), with at least
    one echocardiogram.
  mapping_notes: >-
    Recorded as REFUTE for a large hEDS-MVP comorbidity effect: this is the
    largest cohort assessed against the current (2017) diagnostic criteria,
    and it found MVP prevalence in hEDS similar to the general population,
    in contrast to some smaller or differently-ascertained earlier cohorts.
  directionality: UNKNOWN
  statistics:
    metrics:
    - metric_type: PREVALENCE
      metric_value: 3.5
      notes: >-
        Diagnosed MVP prevalence in hEDS patients (6/170), versus a cited
        general-population prevalence of 2.7%.
    evidence:
    - reference: PMID:38562189
      reference_title: "Cardiac defects of hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorders: a retrospective cohort study."
      supports: REFUTE
      evidence_source: HUMAN_CLINICAL
      snippet: "The prevalence of diagnosed mitral valve prolapse in patients with hEDS was 3.5% and HSD was 1.8%."
      explanation: >-
        Quantifies MVP prevalence in the largest criteria-consistent hEDS
        cohort assessed by echocardiogram.
    - reference: PMID:38562189
      reference_title: "Cardiac defects of hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorders: a retrospective cohort study."
      supports: REFUTE
      quote_role: PRIMARY_RESULT
      evidence_source: HUMAN_CLINICAL
      snippet: "Overall, our findings indicate that cardiac defects in patients with hEDS/HSD are similar to the general population."
      explanation: >-
        The study's own conclusion, summarizing the MVP and aortic-root
        dilation findings together.

- source: ICEES
  method: EHR_COHORT_ASSOCIATION
  signal_disorder_a_id: MONDO:0007523
  signal_disorder_b_id: MONDO:0004910
  population: ICEES KG snapshot 8-20-2024 (RENCI/UNC).
  mapping_notes: >-
    Searched: the local ICEES KG snapshot (rebuilt with `just icees-refresh`)
    contains only 226 nodes total, a small set of UNC-Health cohort-specific
    concepts. hEDS (MONDO:0007523) does not appear among them -- confirmed
    by grepping the decompressed node list directly (same check performed
    for the hEDS-POTS comorbidity entry). No ICEES signal exists for this
    pair in the current snapshot; recorded here rather than silently
    omitted.
  directionality: UNKNOWN
Source:GitHub