A

Disease A

Slug:Hypermobile_Ehlers-Danlos_Syndrome
B

Disease B

Slug:Major_Depressive_Disorder
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

Major Depressive Disorder

graph LR
    Monoamine_Deficiency["Monoamine Deficiency"]
    IL1B["IL1B"]
    Oligodendrocyte_Dysfunction_and_Demyelination["Oligodendrocyte Dysfunction and Demyelination"]
    Neurogenic_Niche_Interferon_Signaling_Activation["Neurogenic Niche Interferon Signaling Activation"]
    PENK+_GABAergic_Interneuron_Activation["PENK+ GABAergic Interneuron Activation"]
    daf_2_insulin_receptor_loss_of_function_immobility_C._elegans["daf-2 insulin-receptor loss-of-function immobility C. elegans"]
    Excitation_Inhibition_Imbalance["Excitation-Inhibition Imbalance"]
    Transcranial_Magnetic_Stimulation["Transcranial Magnetic Stimulation"]
    Ketamine_Esketamine["Ketamine/Esketamine"]
    Serotonergic_neuron_p38alpha_MAPK_conditional_knockout_mouse_under_social_defeat["Serotonergic-neuron p38alpha MAPK conditional knockout mouse under social defeat"]
    Neuroplasticity_Deficits["Neuroplasticity Deficits"]
    Selective_Serotonin_Reuptake_Inhibitors_SSRIs["Selective Serotonin Reuptake Inhibitors (SSRIs)"]
    Reference_Point_Dysregulation["Reference Point Dysregulation"]
    C_511T["C-511T"]
    Electroconvulsive_Therapy["Electroconvulsive Therapy"]
    Neuroinflammation["Neuroinflammation"]
    Astrocyte_specific_Fgf13_knockout_and_overexpression_mouse_under_chronic_stress["Astrocyte-specific Fgf13 knockout and overexpression mouse under chronic stress"]
    Gsdmd_Casp1_and_astrocytic_Nlrp3_knockout_mice_under_chronic_mild_stress["Gsdmd, Casp1 and astrocytic Nlrp3 knockout mice under chronic mild stress"]
    tph_1_serotonin_null_C._elegans["tph-1 serotonin-null C. elegans"]
    Microglial_P2rx7_and_Il6_and_astrocytic_Il6ra_knockdown_mice_under_chronic_social_defeat_stress["Microglial P2rx7 and Il6 and astrocytic Il6ra knockdown mice under chronic social defeat stress"]
    Lithium_Augmentation["Lithium Augmentation"]
    Psilocybin_Assisted_Therapy["Psilocybin-Assisted Therapy"]
    Stress_Responsive_Transcription_Factor_Reprogramming["Stress-Responsive Transcription Factor Reprogramming"]
    Serotonin_Norepinephrine_Reuptake_Inhibitors_SNRIs["Serotonin-Norepinephrine Reuptake Inhibitors (SNRIs)"]
    Stalled_Adult_Hippocampal_Neurogenesis["Stalled Adult Hippocampal Neurogenesis"]

    Oligodendrocyte_Dysfunction_and_Demyelination --> Neuroplasticity_Deficits
    Oligodendrocyte_Dysfunction_and_Demyelination --> Neuroinflammation
    Stalled_Adult_Hippocampal_Neurogenesis --> Neuroplasticity_Deficits
    Neurogenic_Niche_Interferon_Signaling_Activation --> Stalled_Adult_Hippocampal_Neurogenesis
    Neurogenic_Niche_Interferon_Signaling_Activation --> Neuroinflammation
    Stress_Responsive_Transcription_Factor_Reprogramming --> Stalled_Adult_Hippocampal_Neurogenesis
    Stress_Responsive_Transcription_Factor_Reprogramming --> Excitation_Inhibition_Imbalance
    PENK+_GABAergic_Interneuron_Activation --> Excitation_Inhibition_Imbalance
    Selective_Serotonin_Reuptake_Inhibitors_SSRIs --> Monoamine_Deficiency
    Serotonin_Norepinephrine_Reuptake_Inhibitors_SNRIs --> Monoamine_Deficiency
    Electroconvulsive_Therapy --> Neuroplasticity_Deficits
    Ketamine_Esketamine --> Excitation_Inhibition_Imbalance
    Transcranial_Magnetic_Stimulation --> Neuroplasticity_Deficits
    Lithium_Augmentation --> Neuroplasticity_Deficits
    Psilocybin_Assisted_Therapy --> Neuroplasticity_Deficits
    tph_1_serotonin_null_C._elegans --> Monoamine_Deficiency
    daf_2_insulin_receptor_loss_of_function_immobility_C._elegans --> Reference_Point_Dysregulation
    Serotonergic_neuron_p38alpha_MAPK_conditional_knockout_mouse_under_social_defeat --> Monoamine_Deficiency
    Astrocyte_specific_Fgf13_knockout_and_overexpression_mouse_under_chronic_stress --> Neuroinflammation
    Gsdmd_Casp1_and_astrocytic_Nlrp3_knockout_mice_under_chronic_mild_stress --> Neuroinflammation
    Microglial_P2rx7_and_Il6_and_astrocytic_Il6ra_knockdown_mice_under_chronic_social_defeat_stress --> Neuroinflammation
    C_511T --> IL1B

    style Monoamine_Deficiency fill:#dbeafe
    style IL1B fill:#f3e8ff
    style Oligodendrocyte_Dysfunction_and_Demyelination fill:#dbeafe
    style Neurogenic_Niche_Interferon_Signaling_Activation fill:#dbeafe
    style PENK+_GABAergic_Interneuron_Activation fill:#dbeafe
    style daf_2_insulin_receptor_loss_of_function_immobility_C._elegans fill:#ede9fe
    style Excitation_Inhibition_Imbalance fill:#dbeafe
    style Transcranial_Magnetic_Stimulation fill:#fce7f3
    style Ketamine_Esketamine fill:#fce7f3
    style Serotonergic_neuron_p38alpha_MAPK_conditional_knockout_mouse_under_social_defeat fill:#ede9fe
    style Neuroplasticity_Deficits fill:#dbeafe
    style Selective_Serotonin_Reuptake_Inhibitors_SSRIs fill:#fce7f3
    style Reference_Point_Dysregulation fill:#dbeafe
    style C_511T fill:#f3e8ff
    style Electroconvulsive_Therapy fill:#fce7f3
    style Neuroinflammation fill:#dbeafe
    style Astrocyte_specific_Fgf13_knockout_and_overexpression_mouse_under_chronic_stress fill:#ede9fe
    style Gsdmd_Casp1_and_astrocytic_Nlrp3_knockout_mice_under_chronic_mild_stress fill:#ede9fe
    style tph_1_serotonin_null_C._elegans fill:#ede9fe
    style Microglial_P2rx7_and_Il6_and_astrocytic_Il6ra_knockdown_mice_under_chronic_social_defeat_stress fill:#ede9fe
    style Lithium_Augmentation fill:#fce7f3
    style Psilocybin_Assisted_Therapy fill:#fce7f3
    style Stress_Responsive_Transcription_Factor_Reprogramming fill:#dbeafe
    style Serotonin_Norepinephrine_Reuptake_Inhibitors_SNRIs fill:#fce7f3
    style Stalled_Adult_Hippocampal_Neurogenesis fill:#dbeafe
S

Association Signals

Signal 1
LITERATURE LITERATURE_ASSOCIATION UNKNOWN
Population:TriNetX research network, retrospective propensity-matched analysis (2005-2023), 59,128 matched pairs of EDS patients (excluding Marfan syndrome) versus controls.
Mapping notes:The cohort study reports a broad "depression" diagnostic category rather than major depressive disorder specifically; recorded here against MDD as the closest existing dismech disorder entry.
Temporal: A before B: , B before A: , Same time:
PREVALENCE: 18.7
CI: -
p:
FDR:
Depression (broad diagnostic category) prevalence in the EDS cohort.
OR: 1.3
CI: 1.2 - 1.3
p: 0.001
FDR:
Odds ratio for depression in EDS versus propensity-matched controls. Reported by the source as p < 0.001, an upper bound, not a point estimate.
PMID:41432355 (SUPPORT)
Source: HUMAN_CLINICAL
"Psychiatric conditions showed heightened prevalence of anxiety (26.1%, OR 1.8, 95% CI 1.7-1.8, p < 0.001) and depression (18.7%, OR 1.3, 95% CI 1.2-1.3, p < 0.001)."
A large propensity-matched cohort quantifies elevated depression prevalence and odds ratio in EDS patients.
Signal 2
LITERATURE LITERATURE_ASSOCIATION UNKNOWN
Population:Retrospective chart review of 100 adolescent and young adult hEDS patients at a single pediatric hospital.
Temporal: A before B: , B before A: , Same time:
PREVALENCE: 30.0
CI: -
p:
FDR:
Proportion of the psychiatric-comorbidity subgroup (59% of the cohort) reporting a diagnosis of depression -- not a full-cohort figure. The snippet's own denominator is that subgroup, so the implied full-cohort rate would be lower (~30% of 59%, i.e. roughly 18%), which this record does not separately assert.
PMID:37761523 (SUPPORT)
Source: HUMAN_CLINICAL
"Of the 59% of the total sample of individuals reporting psychiatric comorbidities, 47% reported a diagnosis of anxiety and 30% reported a diagnosis of depression."
An independent smaller cohort corroborates a substantial depression diagnosis rate in hEDS patients.
H

Hypotheses

Hypothesis: depression in hEDS is largely secondary to the disease's chronic pain, multisystem symptom burden, disability, and diagnostic odyssey, though the same "neurovisceral phenotype" mechanism proposed for anxiety (altered interoceptive/autonomic signaling and amygdala/insular reactivity) may also predispose to mood symptoms rather than depression being purely a reactive consequence of chronic illness.
PMID:37761523 (SUPPORT)
Source: HUMAN_CLINICAL
"Over half (59%) of the sample had documented psychiatric comorbidities, with the maximum number of reported psychiatric comorbidities being 4 for one patient. The mean number of psychiatric comorbidities was 1.2 (SD = 1.2). Of the 59% of the total sample of individuals reporting psychiatric comorbidities, 47% reported a diagnosis of anxiety and 30% reported a diagnosis of depression."
A chart-review cohort of adolescent/young adult hEDS patients documents a 30% depression diagnosis rate alongside a high overall psychiatric comorbidity burden.
Pathophysiology:
Chronic-pain-associated mood dysregulation: Sustained chronic pain, multisystem symptom burden, and disability from hEDS are proposed to contribute to depressive symptoms, with a possible additional contribution from the same altered interoceptive/autonomic signaling implicated in hEDS-associated anxiety.
Biological processes:
sensory perception of pain Gene Ontology (GO) Relation: this pathophysiological event involves this biological process This pathophysiological event involves sensory perception of pain (GO:0019233). GO:0019233 is a biological process from the Gene Ontology.
Y

Raw YAML

Show YAML
name: com_Hypermobile_Ehlers-Danlos_Syndrome__Major_Depressive_Disorder
creation_date: '2026-09-18T02:40:05Z'
curation_status: CANDIDATE
notes: >-
  Depression is a commonly reported hEDS comorbidity, though less
  specifically studied than the anxiety/panic-disorder association. A large
  propensity-matched cohort found a broad "depression" diagnostic category
  in 18.7% of EDS patients versus matched controls (OR 1.3); this is a
  broader depressive-disorder category rather than a figure specific to
  major depressive disorder (see mapping_notes). A separate chart-review
  cohort of adolescent/young adult hEDS patients found 30% of its
  psychiatric-comorbidity subgroup (59% of the full cohort) reporting a
  depression diagnosis. 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: Major_Depressive_Disorder
  preferred_term: major depressive disorder
  term:
    id: MONDO:0002009
    label: major depressive disorder

directionality: UNKNOWN

hypotheses:
- description: >-
    Hypothesis: depression in hEDS is largely secondary to the disease's
    chronic pain, multisystem symptom burden, disability, and diagnostic
    odyssey, though the same "neurovisceral phenotype" mechanism proposed for
    anxiety (altered interoceptive/autonomic signaling and amygdala/insular
    reactivity) may also predispose to mood symptoms rather than depression
    being purely a reactive consequence of chronic illness.
  evidence:
  - reference: PMID:37761523
    reference_title: "Exploring Comorbidities in Adolescent and Young Adults with Hypermobile Ehlers-Danlos Syndrome with and without a Surgical History: A Preliminary Investigation."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Over half (59%) of the sample had documented psychiatric comorbidities, with the maximum number of reported psychiatric comorbidities being 4 for one patient. The mean number of psychiatric comorbidities was 1.2 (SD = 1.2). Of the 59% of the total sample of individuals reporting psychiatric comorbidities, 47% reported a diagnosis of anxiety and 30% reported a diagnosis of depression."
    explanation: >-
      A chart-review cohort of adolescent/young adult hEDS patients
      documents a 30% depression diagnosis rate alongside a high overall
      psychiatric comorbidity burden.
  pathophysiology:
  - name: Chronic-pain-associated mood dysregulation
    description: >-
      Sustained chronic pain, multisystem symptom burden, and disability
      from hEDS are proposed to contribute to depressive symptoms, with a
      possible additional contribution from the same altered
      interoceptive/autonomic signaling implicated in hEDS-associated
      anxiety.
    biological_processes:
    - preferred_term: sensory perception of pain
      term:
        id: GO:0019233
        label: sensory perception of pain

association_signals:
- source: LITERATURE
  method: LITERATURE_ASSOCIATION
  signal_disorder_a_id: MONDO:0007523
  signal_disorder_b_id: MONDO:0002009
  population: >-
    TriNetX research network, retrospective propensity-matched analysis
    (2005-2023), 59,128 matched pairs of EDS patients (excluding Marfan
    syndrome) versus controls.
  mapping_notes: >-
    The cohort study reports a broad "depression" diagnostic category rather
    than major depressive disorder specifically; recorded here against MDD
    as the closest existing dismech disorder entry.
  directionality: UNKNOWN
  statistics:
    metrics:
    - metric_type: PREVALENCE
      metric_value: 18.7
      notes: Depression (broad diagnostic category) prevalence in the EDS cohort.
    - metric_type: OR
      metric_value: 1.3
      metric_ci_lower: 1.2
      metric_ci_upper: 1.3
      p_value: 0.001
      notes: Odds ratio for depression in EDS versus propensity-matched controls. Reported by the source as p < 0.001, an upper bound, not a point estimate.
    evidence:
    - reference: PMID:41432355
      reference_title: "Comprehensive Risk Profile of Gastrointestinal and Extra Articular Comorbidities in Ehlers-Danlos Syndrome: A Propensity-Matched Analysis of 118,256 Individuals."
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: "Psychiatric conditions showed heightened prevalence of anxiety (26.1%, OR 1.8, 95% CI 1.7-1.8, p < 0.001) and depression (18.7%, OR 1.3, 95% CI 1.2-1.3, p < 0.001)."
      explanation: A large propensity-matched cohort quantifies elevated depression prevalence and odds ratio in EDS patients.

- source: LITERATURE
  method: LITERATURE_ASSOCIATION
  signal_disorder_a_id: MONDO:0007523
  signal_disorder_b_id: MONDO:0002009
  population: >-
    Retrospective chart review of 100 adolescent and young adult hEDS
    patients at a single pediatric hospital.
  directionality: UNKNOWN
  statistics:
    metrics:
    - metric_type: PREVALENCE
      metric_value: 30.0
      notes: >-
        Proportion of the psychiatric-comorbidity subgroup (59% of the
        cohort) reporting a diagnosis of depression -- not a full-cohort
        figure. The snippet's own denominator is that subgroup, so the
        implied full-cohort rate would be lower (~30% of 59%, i.e. roughly
        18%), which this record does not separately assert.
    evidence:
    - reference: PMID:37761523
      reference_title: "Exploring Comorbidities in Adolescent and Young Adults with Hypermobile Ehlers-Danlos Syndrome with and without a Surgical History: A Preliminary Investigation."
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: "Of the 59% of the total sample of individuals reporting psychiatric comorbidities, 47% reported a diagnosis of anxiety and 30% reported a diagnosis of depression."
      explanation: An independent smaller cohort corroborates a substantial depression diagnosis rate in hEDS patients.
Source:GitHub