Borderline Personality Disorder

Psychiatric MONDO:0001156 Pathograph 12 Psychiatric Disease Personality Disorder

Borderline personality disorder is a complex psychiatric disorder marked by emotional dysregulation, impulsivity, identity disturbance, disturbed interpersonal relationships, and elevated risk of self-harm and other adverse outcomes.

Ask OpenScientist

Ask a research question about Borderline Personality Disorder. OpenScientist will conduct autonomous deep research using the Disorder Mechanisms Knowledge Base and PubMed literature (typically 10-30 minutes).

Submitting...

Do not include personal health information in your question. Questions and results are cached in your browser's local storage.

5
Pathophys.
5
Phenotypes
12
Pathograph
1
Genes
3
Treatments
3
Differentials
9
References
1
Deep Research
⚙

Pathophysiology

5
Polygenic Liability and Individually Unique Environmental Risk
BPD is represented as a multifactorial disorder with familial aggregation, substantial heritability, and major contribution from non-shared environmental exposures.
Downstream
Stress-Autonomic and HPA Axis Dysregulation Genetic and unique environmental liability can converge on stress physiology and autonomic regulation.
Autonomic Nervous System Dysregulation Familial and unique-environmental liability are modeled upstream of altered autonomic regulation, including heart-rate variability changes.
Emotion Regulation and Personality-Function Dysregulation Familial and environmental liability is modeled upstream of emotion-regulation circuit dysfunction.
Show evidence (1 reference)
DOI:10.1038/s41380-019-0442-0 SUPPORT Human Clinical
"Heritability was estimated at 46% (95% CI = 39–53), and the remaining variance was explained by individually unique environmental factors."
Swedish population-register family study supports a polygenic and individually unique environmental liability model.
Emotion Regulation and Personality-Function Dysregulation
BPD involves unstable self/identity, emotional dysregulation, impulsivity, and disturbed interpersonal relationships, represented as a clinical dysregulation node downstream of inherited and environmental liability.
Downstream
Emotional Lability Altered emotion-regulation circuitry is modeled as a proximal contributor to affective instability.
Impulsivity Impaired regulation and salience control are represented as contributors to impulsive behavioral dysregulation.
Impairment in Personality Functioning Disturbed self/identity and interpersonal functioning are represented as downstream clinical manifestations.
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Borderline personality disorder (BPD) is a complex psychiatric disorder characterized by an unstable sense of self and identity, emotional dysregulation, impulsivity, and disturbed interpersonal relationships."
Review abstract supports the core emotion, identity, impulsivity, and interpersonal domains represented by this circuit-level mechanism.
Autonomic Nervous System Dysregulation
Altered heart-rate variability is represented as an autonomic regulatory mechanism associated with BPD emotional instability and impulsivity.
Downstream
Emotional Lability Reduced or altered autonomic flexibility is modeled as a proximal contributor to affective instability.
Impulsivity Autonomic dysregulation is modeled as contributing to impulsive behavioral dysregulation.
Cardiometabolic Vulnerability Autonomic dysregulation is modeled as part of the pathway toward cardiovascular and metabolic vulnerability.
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Altered heart rate variability (HRV), reflecting the dysregulation of the autonomic nervous system, is associated with some BPD core symptoms, such as emotional instability and impulsivity."
Review directly links altered HRV, autonomic dysregulation, emotional instability, and impulsivity in BPD.
Stress-Autonomic and HPA Axis Dysregulation
Stress physiology in BPD includes altered autonomic regulation, HPA-axis dysregulation, chronic inflammation, allostatic load, and cardiometabolic risk.
cellular response to stress link ⚠ ABNORMAL inflammatory response link ↑ INCREASED
Downstream
Cardiometabolic Vulnerability Autonomic and inflammatory dysregulation are modeled as contributors to increased cardiovascular and metabolic vulnerability in BPD.
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis, often stemming from early trauma, contributes to chronic inflammation and elevated allostatic load, which further increases cardiovascular risk."
Review directly supports HPA-axis, inflammation, allostatic-load, and cardiovascular-risk links.
Cardiometabolic Vulnerability
BPD is associated with metabolic and cardiovascular risk markers including BMI, blood pressure, inflammatory markers, and altered autonomic function.
inflammatory response link ↑ INCREASED
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Metabolic dysfunctions in BPD, such as elevated body mass index (BMI), high blood pressure, and inflammatory markers like C-reactive protein (CRP), exacerbate these risks."
Review supports cardiometabolic abnormalities and inflammatory markers in BPD.
⬡

Pathograph

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

Phenotypes

5
Nervous System 2
Self-Injurious Behavior Self-injurious behavior (HP:0100716)
Show evidence (1 reference)
DOI:10.1038/s41380-022-01503-z SUPPORT Human Clinical
"Other notable findings from Cox regressions include psychotic disorders (HR 95% CI 24.48 [23.14–25.90]), epilepsy (3.38 [3.08–3.70]), violent crime victimization (7.65 [7.25–8.06]), and self-harm (17.72 [17.27–18.19])."
Nationwide register study supports a strong association between BPD diagnosis and self-harm.
Suicidal Ideation Suicidal ideation (HP:0031589)
Show evidence (1 reference)
PMID:38420274 SUPPORT Human Clinical
"These studies looked for treating self-injurious behaviors, suicidal thoughts or ideations, number of visits to emergency services, and frequency of hospital admissions."
Systematic review of BPD DBT trials identifies suicidal thoughts or ideations among treatment targets in BPD trial populations.
Other 3
Emotional Lability Emotional lability (HP:0000712)
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Altered heart rate variability (HRV), reflecting the dysregulation of the autonomic nervous system, is associated with some BPD core symptoms, such as emotional instability and impulsivity."
Review identifies emotional instability as a core BPD symptom associated with autonomic dysregulation.
Impulsivity Impulsivity (HP:0100710)
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Altered heart rate variability (HRV), reflecting the dysregulation of the autonomic nervous system, is associated with some BPD core symptoms, such as emotional instability and impulsivity."
Review identifies impulsivity as a core BPD symptom associated with autonomic dysregulation.
Impairment in Personality Functioning Impairment in personality functioning (HP:0031466)
Show evidence (1 reference)
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Borderline personality disorder (BPD) is a complex psychiatric disorder characterized by an unstable sense of self and identity, emotional dysregulation, impulsivity, and disturbed interpersonal relationships."
Review supports identity and interpersonal disturbance as core BPD features.
🧬

Genetic Associations

1
Polygenic familial liability (Polygenic susceptibility)
Show evidence (2 references)
DOI:10.1038/s41380-019-0442-0 SUPPORT Human Clinical
"The familial association decreased along with genetic relatedness."
The family-risk gradient supports inherited liability in BPD.
DOI:10.1038/s41380-019-0442-0 SUPPORT Human Clinical
"The hazard ratio was 11.5 (95% confidence interval (CI) = 1.6–83.8) for monozygotic twins; 7.4 (95% CI = 1.0–55.3) for dizygotic twins; 4.7 (95% CI = 3.9–5.6) for full siblings; 2.1 (95% CI = 1.5–3.0) for maternal half-siblings; 1.3 (95% CI = 0.9–2.1) for paternal half-siblings; 1.7 (95%..."
Relative-risk estimates across twin, sibling, half-sibling, and cousin classes enrich the genetic section with the observed family-risk gradient.
💊

Treatments

3
Evidence-Based Psychotherapy
Action: psychotherapy Ontology label: Psychotherapy NCIT:C15308
Manualized psychotherapies are first-line treatments for BPD, with several modalities showing benefit relative to treatment as usual.
Target Phenotypes: Impairment in personality functioning ↗ Emotional lability ↗
Show evidence (2 references)
PMID:37902689 SUPPORT Human Clinical
"Practice guidelines recommend psychotherapies as first-line treatments."
Systematic review states that guidelines recommend psychotherapy as first-line treatment for BPD.
PMID:37902689 SUPPORT Human Clinical
"All commonly used psychotherapies improve BPD severity, symptoms, and functioning."
Systematic review supports psychotherapy effects on BPD severity, symptoms, and functioning.
Dialectical Behavior Therapy
Action: psychotherapy Ontology label: Psychotherapy NCIT:C15308
Dialectical behavior therapy is a structured psychotherapy with randomized trial evidence for suicidality, self-injury, mood instability, and related BPD outcomes.
Target Phenotypes: Self-injurious behavior ↗ Impulsivity ↗
Show evidence (2 references)
PMID:38420274 SUPPORT Human Clinical
"We found 18 RCTs, most of which supported the effectiveness of DBT for BPD."
Systematic review of RCTs supports DBT effectiveness in BPD.
PMID:38420274 SUPPORT Human Clinical
"Most studies revealed that both short-term DBT and standard DBT improved suicidality in BPD patients with small or moderate effect sizes, lasting up to 24 months after the treatment period."
RCT systematic review supports DBT effects on suicidality-related outcomes.
Mentalization-Based Treatment
Action: psychotherapy Ontology label: Psychotherapy NCIT:C15308
Mentalization-based treatment is represented as a psychotherapy option that can improve psychiatric symptoms, functioning, and mentalizing capacity.
Target Phenotypes: Impairment in personality functioning ↗
Show evidence (2 references)
DOI:10.1186/s12888-024-05865-2 PARTIAL Human Clinical
"Several studies have observed that mentalization-based treatment (MBT) is an effective treatment for borderline personality disorder (BPD), but its effectiveness for other personality disorders (PDs) has hardly been examined."
Naturalistic study abstract supports MBT relevance to BPD, but the study also includes non-BPD personality disorders, so support is partial.
DOI:10.1186/s12888-024-05865-2 PARTIAL Human Clinical
"These results suggest that MBT coincides with symptomatic and functional improvement across a broad range of PDs and shows that MBT is associated with improvements in mentalizing capacity."
Supports symptomatic and functional improvement during MBT, while the non-experimental design and mixed PD cohort make this partial for BPD specifically.
🌍

Environmental Factors

1
Early trauma and individually unique environmental factors
Non-shared environmental exposures and early trauma are modeled as risk factors that contribute to stress-axis and inflammatory dysregulation.
Show evidence (2 references)
DOI:10.1038/s41380-019-0442-0 SUPPORT Human Clinical
"Heritability was estimated at 46% (95% CI = 39–53), and the remaining variance was explained by individually unique environmental factors."
Register-based family model supports individually unique environmental contribution to BPD liability.
DOI:10.3390/ijms252212286 SUPPORT Human Clinical
"Dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis, often stemming from early trauma, contributes to chronic inflammation and elevated allostatic load, which further increases cardiovascular risk."
Review links early trauma to HPA-axis dysregulation and inflammatory burden.
🔀

Differential Diagnoses

3

Conditions with similar clinical presentations that must be differentiated from Borderline Personality Disorder:

Bipolar Disorder MONDO:0004985
Overlapping Features Bipolar disorder can overlap with BPD through mood instability, impulsive behavior, and recurrent crises.
Distinguishing Features
  • Bipolar disorder is distinguished by discrete manic, hypomanic, or depressive episodes; BPD typically shows rapid affective reactivity tied to interpersonal stressors and persistent personality-function impairment.
Show evidence (1 reference)
PMID:11684137 SUPPORT Human Clinical
"The aim of this study was to compare impulsivity, affective lability and intensity in patients with borderline personality and bipolar II disorder and in subjects with neither of these diagnoses."
Comparative clinical evidence supports bipolar disorder as a differential diagnosis for BPD when affective lability and impulsivity overlap.
Post-Traumatic Stress Disorder MONDO:0005146
Overlapping Features PTSD and BPD can share trauma history, affective dysregulation, avoidance, and dissociative symptoms.
Distinguishing Features
  • PTSD centers on trauma re-experiencing, avoidance, and hyperarousal after a traumatic event; BPD requires enduring instability in self, relationships, affect, and impulse control.
Show evidence (1 reference)
PMID:26401313 SUPPORT Human Clinical
"The differential impact of these disorders occurring alone versus in comorbid form highlights the importance of diagnosing both BPD and PTSD and attending to lifetime comorbidity."
Population-based evidence supports assessing PTSD separately when BPD and trauma-related symptoms overlap.
Antisocial Personality Disorder Not Yet Curated MONDO:0001164
Overlapping Features Antisocial personality disorder can overlap with BPD through impulsivity, interpersonal conflict, and risk-taking behavior.
Distinguishing Features
  • Antisocial personality disorder is distinguished by pervasive disregard for others' rights, deceitfulness, and conduct-problem history; BPD is more defined by abandonment sensitivity, affective instability, self-harm, and identity disturbance.
Show evidence (1 reference)
PMID:23514180 SUPPORT Human Clinical
"Impulsivity is a shared criterion for the diagnosis of antisocial and borderline personality disorders, and this link may account for the high comorbidity rates between the two disorders."
Differential-diagnosis evidence supports antisocial personality disorder as a relevant comparator where impulsivity and interpersonal conflict overlap.
{ }

Source YAML

click to show 
name: Borderline Personality Disorder
creation_date: "2026-04-28T00:00:00Z"
updated_date: "2026-04-28T16:18:04Z"
category: Psychiatric
description: >-
  Borderline personality disorder is a complex psychiatric disorder marked by
  emotional dysregulation, impulsivity, identity disturbance, disturbed
  interpersonal relationships, and elevated risk of self-harm and other adverse
  outcomes.
disease_term:
  preferred_term: borderline personality disorder
  term:
    id: MONDO:0001156
    label: borderline personality disorder
parents:
- Psychiatric Disease
- Personality Disorder
synonyms:
- Emotionally unstable personality disorder
- Borderline pattern
prevalence:
- population: General population
  percentage: 1.8
  evidence:
  - reference: PMID:37902689
    reference_title: "Psychotherapies for the treatment of borderline personality disorder: A systematic review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Borderline personality disorder (BPD) is the most common personality
      disorder, affecting 1.8% of the general population, 10% of psychiatric
      outpatients, and 15%-25% of psychiatric inpatients.
    explanation: >-
      Systematic review abstract gives population and psychiatric-care
      prevalence estimates for BPD.
pathophysiology:
- name: Polygenic Liability and Individually Unique Environmental Risk
  description: >-
    BPD is represented as a multifactorial disorder with familial aggregation,
    substantial heritability, and major contribution from non-shared
    environmental exposures.
  downstream:
  - target: Stress-Autonomic and HPA Axis Dysregulation
    description: >-
      Genetic and unique environmental liability can converge on stress
      physiology and autonomic regulation.
  - target: Autonomic Nervous System Dysregulation
    description: >-
      Familial and unique-environmental liability are modeled upstream of
      altered autonomic regulation, including heart-rate variability changes.
  - target: Emotion Regulation and Personality-Function Dysregulation
    description: >-
      Familial and environmental liability is modeled upstream of
      emotion-regulation circuit dysfunction.
  evidence:
  - reference: DOI:10.1038/s41380-019-0442-0
    reference_title: "Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Heritability was estimated at 46% (95% CI = 39–53), and the remaining
      variance was explained by individually unique environmental factors.
    explanation: >-
      Swedish population-register family study supports a polygenic and
      individually unique environmental liability model.
- name: Emotion Regulation and Personality-Function Dysregulation
  description: >-
    BPD involves unstable self/identity, emotional dysregulation,
    impulsivity, and disturbed interpersonal relationships, represented as a
    clinical dysregulation node downstream of inherited and environmental
    liability.
  downstream:
  - target: Emotional Lability
    description: >-
      Altered emotion-regulation circuitry is modeled as a proximal contributor
      to affective instability.
  - target: Impulsivity
    description: >-
      Impaired regulation and salience control are represented as contributors
      to impulsive behavioral dysregulation.
  - target: Impairment in Personality Functioning
    description: >-
      Disturbed self/identity and interpersonal functioning are represented as
      downstream clinical manifestations.
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Borderline personality disorder (BPD) is a complex psychiatric disorder
      characterized by an unstable sense of self and identity, emotional
      dysregulation, impulsivity, and disturbed interpersonal relationships.
    explanation: >-
      Review abstract supports the core emotion, identity, impulsivity, and
      interpersonal domains represented by this circuit-level mechanism.
- name: Autonomic Nervous System Dysregulation
  description: >-
    Altered heart-rate variability is represented as an autonomic regulatory
    mechanism associated with BPD emotional instability and impulsivity.
  downstream:
  - target: Emotional Lability
    description: >-
      Reduced or altered autonomic flexibility is modeled as a proximal
      contributor to affective instability.
  - target: Impulsivity
    description: >-
      Autonomic dysregulation is modeled as contributing to impulsive
      behavioral dysregulation.
  - target: Cardiometabolic Vulnerability
    description: >-
      Autonomic dysregulation is modeled as part of the pathway toward
      cardiovascular and metabolic vulnerability.
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Altered heart rate variability (HRV), reflecting the dysregulation of the
      autonomic nervous system, is associated with some BPD core symptoms, such
      as emotional instability and impulsivity.
    explanation: >-
      Review directly links altered HRV, autonomic dysregulation, emotional
      instability, and impulsivity in BPD.
- name: Stress-Autonomic and HPA Axis Dysregulation
  description: >-
    Stress physiology in BPD includes altered autonomic regulation, HPA-axis
    dysregulation, chronic inflammation, allostatic load, and cardiometabolic
    risk.
  biological_processes:
  - preferred_term: cellular response to stress
    term:
      id: GO:0033554
      label: cellular response to stress
    modifier: ABNORMAL
  - preferred_term: inflammatory response
    term:
      id: GO:0006954
      label: inflammatory response
    modifier: INCREASED
  downstream:
  - target: Cardiometabolic Vulnerability
    description: >-
      Autonomic and inflammatory dysregulation are modeled as contributors to
      increased cardiovascular and metabolic vulnerability in BPD.
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis, often
      stemming from early trauma, contributes to chronic inflammation and
      elevated allostatic load, which further increases cardiovascular risk.
    explanation: >-
      Review directly supports HPA-axis, inflammation, allostatic-load, and
      cardiovascular-risk links.
- name: Cardiometabolic Vulnerability
  description: >-
    BPD is associated with metabolic and cardiovascular risk markers including
    BMI, blood pressure, inflammatory markers, and altered autonomic function.
  biological_processes:
  - preferred_term: inflammatory response
    term:
      id: GO:0006954
      label: inflammatory response
    modifier: INCREASED
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Metabolic dysfunctions in BPD, such as elevated body mass index (BMI),
      high blood pressure, and inflammatory markers like C-reactive protein
      (CRP), exacerbate these risks.
    explanation: >-
      Review supports cardiometabolic abnormalities and inflammatory markers in
      BPD.
phenotypes:
- name: Emotional Lability
  category: Psychiatric
  diagnostic: true
  description: Rapid shifts in affect and intense emotional instability.
  phenotype_term:
    preferred_term: Emotional lability
    term:
      id: HP:0000712
      label: Emotional lability
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Altered heart rate variability (HRV), reflecting the dysregulation of the
      autonomic nervous system, is associated with some BPD core symptoms, such
      as emotional instability and impulsivity.
    explanation: >-
      Review identifies emotional instability as a core BPD symptom associated
      with autonomic dysregulation.
- name: Impulsivity
  category: Psychiatric
  diagnostic: true
  description: Impulsive behavior is a core clinical feature.
  phenotype_term:
    preferred_term: Impulsivity
    term:
      id: HP:0100710
      label: Impulsivity
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Altered heart rate variability (HRV), reflecting the dysregulation of the
      autonomic nervous system, is associated with some BPD core symptoms, such
      as emotional instability and impulsivity.
    explanation: >-
      Review identifies impulsivity as a core BPD symptom associated with
      autonomic dysregulation.
- name: Self-Injurious Behavior
  category: Psychiatric
  description: Self-harm risk is markedly elevated in diagnosed BPD.
  phenotype_term:
    preferred_term: Self-injurious behavior
    term:
      id: HP:0100716
      label: Self-injurious behavior
  evidence:
  - reference: DOI:10.1038/s41380-022-01503-z
    reference_title: "Borderline personality disorder: associations with psychiatric disorders, somatic illnesses, trauma, and adverse behaviors"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Other notable findings from Cox regressions include psychotic disorders
      (HR 95% CI 24.48 [23.14–25.90]), epilepsy (3.38 [3.08–3.70]), violent
      crime victimization (7.65 [7.25–8.06]), and self-harm (17.72
      [17.27–18.19]).
    explanation: >-
      Nationwide register study supports a strong association between BPD
      diagnosis and self-harm.
- name: Suicidal Ideation
  category: Psychiatric
  description: >-
    Suicidal thoughts and ideation are clinically important treatment targets
    in BPD.
  phenotype_term:
    preferred_term: Suicidal ideation
    term:
      id: HP:0031589
      label: Suicidal ideation
  evidence:
  - reference: PMID:38420274
    reference_title: "Efficacy of Dialectical Behavior Therapy in the Treatment of Borderline Personality Disorder: A Systematic Review of Randomized Controlled Trials."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      These studies looked for treating self-injurious behaviors, suicidal
      thoughts or ideations, number of visits to emergency services, and
      frequency of hospital admissions.
    explanation: >-
      Systematic review of BPD DBT trials identifies suicidal thoughts or
      ideations among treatment targets in BPD trial populations.
- name: Impairment in Personality Functioning
  category: Psychiatric
  diagnostic: true
  description: BPD includes disturbed self/identity and interpersonal functioning.
  phenotype_term:
    preferred_term: Impairment in personality functioning
    term:
      id: HP:0031466
      label: Impairment in personality functioning
  evidence:
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Borderline personality disorder (BPD) is a complex psychiatric disorder
      characterized by an unstable sense of self and identity, emotional
      dysregulation, impulsivity, and disturbed interpersonal relationships.
    explanation: >-
      Review supports identity and interpersonal disturbance as core BPD
      features.
genetic:
- name: Polygenic familial liability
  association: Polygenic susceptibility
  relationship_type: SUSCEPTIBILITY
  variant_origin: GERMLINE
  notes: >-
    Population-register family study supports familial aggregation, a genetic
    relatedness gradient, and moderate heritability rather than a single
    Mendelian causal gene.
  evidence:
  - reference: DOI:10.1038/s41380-019-0442-0
    reference_title: "Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      The familial association decreased along with genetic relatedness.
    explanation: >-
      The family-risk gradient supports inherited liability in BPD.
  - reference: DOI:10.1038/s41380-019-0442-0
    reference_title: "Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      The hazard ratio was 11.5 (95% confidence interval (CI) = 1.6–83.8) for
      monozygotic twins; 7.4 (95% CI = 1.0–55.3) for dizygotic twins; 4.7 (95%
      CI = 3.9–5.6) for full siblings; 2.1 (95% CI = 1.5–3.0) for maternal
      half-siblings; 1.3 (95% CI = 0.9–2.1) for paternal half-siblings; 1.7
      (95% CI = 1.4–2.0) for cousins whose parents were full siblings; 1.1 (95%
      CI = 0.7–1.8) for cousins whose parents were maternal half-siblings; and
      1.9 (95% CI = 1.2–2.9) for cousins whose parents were paternal
      half-siblings.
    explanation: >-
      Relative-risk estimates across twin, sibling, half-sibling, and cousin
      classes enrich the genetic section with the observed family-risk
      gradient.
environmental:
- name: Early trauma and individually unique environmental factors
  description: >-
    Non-shared environmental exposures and early trauma are modeled as risk
    factors that contribute to stress-axis and inflammatory dysregulation.
  evidence:
  - reference: DOI:10.1038/s41380-019-0442-0
    reference_title: "Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Heritability was estimated at 46% (95% CI = 39–53), and the remaining
      variance was explained by individually unique environmental factors.
    explanation: >-
      Register-based family model supports individually unique environmental
      contribution to BPD liability.
  - reference: DOI:10.3390/ijms252212286
    reference_title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis, often
      stemming from early trauma, contributes to chronic inflammation and
      elevated allostatic load, which further increases cardiovascular risk.
    explanation: >-
      Review links early trauma to HPA-axis dysregulation and inflammatory
      burden.
treatments:
- name: Evidence-Based Psychotherapy
  description: >-
    Manualized psychotherapies are first-line treatments for BPD, with several
    modalities showing benefit relative to treatment as usual.
  treatment_term:
    preferred_term: psychotherapy
    term:
      id: NCIT:C15308
      label: Psychotherapy
  target_phenotypes:
  - preferred_term: Impairment in personality functioning
    term:
      id: HP:0031466
      label: Impairment in personality functioning
  - preferred_term: Emotional lability
    term:
      id: HP:0000712
      label: Emotional lability
  evidence:
  - reference: PMID:37902689
    reference_title: "Psychotherapies for the treatment of borderline personality disorder: A systematic review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Practice guidelines recommend psychotherapies as first-line treatments.
    explanation: >-
      Systematic review states that guidelines recommend psychotherapy as
      first-line treatment for BPD.
  - reference: PMID:37902689
    reference_title: "Psychotherapies for the treatment of borderline personality disorder: A systematic review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      All commonly used psychotherapies improve BPD severity, symptoms, and
      functioning.
    explanation: >-
      Systematic review supports psychotherapy effects on BPD severity,
      symptoms, and functioning.
- name: Dialectical Behavior Therapy
  description: >-
    Dialectical behavior therapy is a structured psychotherapy with randomized
    trial evidence for suicidality, self-injury, mood instability, and related
    BPD outcomes.
  treatment_term:
    preferred_term: psychotherapy
    term:
      id: NCIT:C15308
      label: Psychotherapy
  target_phenotypes:
  - preferred_term: Self-injurious behavior
    term:
      id: HP:0100716
      label: Self-injurious behavior
  - preferred_term: Impulsivity
    term:
      id: HP:0100710
      label: Impulsivity
  evidence:
  - reference: PMID:38420274
    reference_title: "Efficacy of Dialectical Behavior Therapy in the Treatment of Borderline Personality Disorder: A Systematic Review of Randomized Controlled Trials."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      We found 18 RCTs, most of which supported the effectiveness of DBT for
      BPD.
    explanation: >-
      Systematic review of RCTs supports DBT effectiveness in BPD.
  - reference: PMID:38420274
    reference_title: "Efficacy of Dialectical Behavior Therapy in the Treatment of Borderline Personality Disorder: A Systematic Review of Randomized Controlled Trials."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Most studies revealed that both short-term DBT and standard DBT improved
      suicidality in BPD patients with small or moderate effect sizes, lasting
      up to 24 months after the treatment period.
    explanation: >-
      RCT systematic review supports DBT effects on suicidality-related outcomes.
- name: Mentalization-Based Treatment
  description: >-
    Mentalization-based treatment is represented as a psychotherapy option that
    can improve psychiatric symptoms, functioning, and mentalizing capacity.
  treatment_term:
    preferred_term: psychotherapy
    term:
      id: NCIT:C15308
      label: Psychotherapy
  target_phenotypes:
  - preferred_term: Impairment in personality functioning
    term:
      id: HP:0031466
      label: Impairment in personality functioning
  evidence:
  - reference: DOI:10.1186/s12888-024-05865-2
    reference_title: "Mentalization based treatment for a broad range of personality disorders: a naturalistic study"
    supports: PARTIAL
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Several studies have observed that mentalization-based treatment (MBT) is
      an effective treatment for borderline personality disorder (BPD), but its
      effectiveness for other personality disorders (PDs) has hardly been
      examined.
    explanation: >-
      Naturalistic study abstract supports MBT relevance to BPD, but the study
      also includes non-BPD personality disorders, so support is partial.
  - reference: DOI:10.1186/s12888-024-05865-2
    reference_title: "Mentalization based treatment for a broad range of personality disorders: a naturalistic study"
    supports: PARTIAL
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      These results suggest that MBT coincides with symptomatic and functional
      improvement across a broad range of PDs and shows that MBT is associated
      with improvements in mentalizing capacity.
    explanation: >-
      Supports symptomatic and functional improvement during MBT, while the
      non-experimental design and mixed PD cohort make this partial for BPD
      specifically.
differential_diagnoses:
- name: Bipolar Disorder
  description: >-
    Bipolar disorder can overlap with BPD through mood instability, impulsive
    behavior, and recurrent crises.
  distinguishing_features:
  - >-
    Bipolar disorder is distinguished by discrete manic, hypomanic, or
    depressive episodes; BPD typically shows rapid affective reactivity tied to
    interpersonal stressors and persistent personality-function impairment.
  disease_term:
    preferred_term: bipolar disorder
    term:
      id: MONDO:0004985
      label: bipolar disorder
  evidence:
  - reference: PMID:11684137
    reference_title: "Affective instability and impulsivity in borderline personality and bipolar II disorders: similarities and differences."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      The aim of this study was to compare impulsivity, affective lability and
      intensity in patients with borderline personality and bipolar II disorder
      and in subjects with neither of these diagnoses.
    explanation: >-
      Comparative clinical evidence supports bipolar disorder as a differential
      diagnosis for BPD when affective lability and impulsivity overlap.
- name: Post-Traumatic Stress Disorder
  description: >-
    PTSD and BPD can share trauma history, affective dysregulation, avoidance,
    and dissociative symptoms.
  distinguishing_features:
  - >-
    PTSD centers on trauma re-experiencing, avoidance, and hyperarousal after a
    traumatic event; BPD requires enduring instability in self, relationships,
    affect, and impulse control.
  disease_term:
    preferred_term: post-traumatic stress disorder
    term:
      id: MONDO:0005146
      label: post-traumatic stress disorder
  evidence:
  - reference: PMID:26401313
    reference_title: "The comorbidity of borderline personality disorder and posttraumatic stress disorder: revisiting the prevalence and associations in a general population sample."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      The differential impact of these disorders occurring alone versus in
      comorbid form highlights the importance of diagnosing both BPD and PTSD
      and attending to lifetime comorbidity.
    explanation: >-
      Population-based evidence supports assessing PTSD separately when BPD and
      trauma-related symptoms overlap.
- name: Antisocial Personality Disorder
  description: >-
    Antisocial personality disorder can overlap with BPD through impulsivity,
    interpersonal conflict, and risk-taking behavior.
  distinguishing_features:
  - >-
    Antisocial personality disorder is distinguished by pervasive disregard for
    others' rights, deceitfulness, and conduct-problem history; BPD is more
    defined by abandonment sensitivity, affective instability, self-harm, and
    identity disturbance.
  disease_term:
    preferred_term: antisocial personality disorder
    term:
      id: MONDO:0001164
      label: antisocial personality disorder
  evidence:
  - reference: PMID:23514180
    reference_title: Four factors of impulsivity differentiate antisocial and borderline personality disorders.
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: >-
      Impulsivity is a shared criterion for the diagnosis of antisocial and
      borderline personality disorders, and this link may account for the high
      comorbidity rates between the two disorders.
    explanation: >-
      Differential-diagnosis evidence supports antisocial personality disorder
      as a relevant comparator where impulsivity and interpersonal conflict
      overlap.
references:
- reference: DOI:10.1038/s41380-019-0442-0
  title: "Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population"
  findings: []
- reference: DOI:10.1038/s41380-022-01503-z
  title: "Borderline personality disorder: associations with psychiatric disorders, somatic illnesses, trauma, and adverse behaviors"
  findings: []
- reference: DOI:10.3390/ijms252212286
  title: "Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review"
  findings: []
- reference: PMID:37902689
  title: "Psychotherapies for the treatment of borderline personality disorder: A systematic review."
  findings: []
- reference: PMID:38420274
  title: "Efficacy of Dialectical Behavior Therapy in the Treatment of Borderline Personality Disorder: A Systematic Review of Randomized Controlled Trials."
  findings: []
- reference: DOI:10.1186/s12888-024-05865-2
  title: "Mentalization based treatment for a broad range of personality disorders: a naturalistic study"
  findings: []
- reference: PMID:11684137
  title: "Affective instability and impulsivity in borderline personality and bipolar II disorders: similarities and differences."
  findings: []
- reference: PMID:26401313
  title: "The comorbidity of borderline personality disorder and posttraumatic stress disorder: revisiting the prevalence and associations in a general population sample."
  findings: []
- reference: PMID:23514180
  title: Four factors of impulsivity differentiate antisocial and borderline personality disorders.
  findings: []
📚

References & Deep Research

References

9
DOI:10.1038/s41380-019-0442-0
Familial risk and heritability of diagnosed borderline personality disorder: a register study of the Swedish population
No top-level findings curated for this source.
DOI:10.1038/s41380-022-01503-z
Borderline personality disorder: associations with psychiatric disorders, somatic illnesses, trauma, and adverse behaviors
No top-level findings curated for this source.
DOI:10.3390/ijms252212286
Metabolic Dysfunctions, Dysregulation of the Autonomic Nervous System, and Echocardiographic Parameters in Borderline Personality Disorder: A Narrative Review
No top-level findings curated for this source.
PMID:37902689
Psychotherapies for the treatment of borderline personality disorder: A systematic review.
No top-level findings curated for this source.
PMID:38420274
Efficacy of Dialectical Behavior Therapy in the Treatment of Borderline Personality Disorder: A Systematic Review of Randomized Controlled Trials.
No top-level findings curated for this source.
DOI:10.1186/s12888-024-05865-2
Mentalization based treatment for a broad range of personality disorders: a naturalistic study
No top-level findings curated for this source.
PMID:11684137
Affective instability and impulsivity in borderline personality and bipolar II disorders: similarities and differences.
No top-level findings curated for this source.
PMID:26401313
The comorbidity of borderline personality disorder and posttraumatic stress disorder: revisiting the prevalence and associations in a general population sample.
No top-level findings curated for this source.
PMID:23514180
Four factors of impulsivity differentiate antisocial and borderline personality disorders.
No top-level findings curated for this source.

Deep Research

1
Falcon ▸
Disease Characteristics Research Template
Edison Scientific Literature 38 citations 2026-04-28T09:57:01.038658

Question: You are an expert researcher providing comprehensive, well-cited information.

Provide detailed information focusing on: 1. Key concepts and definitions with current understanding 2. Recent developments and latest research (prioritize 2023-2024 sources) 3. Current applications and real-world implementations 4. Expert opinions and analysis from authoritative sources 5. Relevant statistics and data from recent studies

Format as a comprehensive research report with proper citations. Include URLs and publication dates where available. Always prioritize recent, authoritative sources and provide specific citations for all major claims.

Disease Characteristics Research Template

Target Disease

  • Disease Name: Borderline Personality Disorder
  • MONDO ID: (if available)
  • Category: Psychiatric

Research Objectives

Please provide a comprehensive research report on Borderline Personality Disorder covering all of the disease characteristics listed below. This report will be used to populate a disease knowledge base entry. Be thorough and cite primary literature (PMID preferred) for all claims.

For each section, suggested databases/resources are listed. These are the first places you should search for information on each topic.

1. Disease Information

Search first: OMIM, Orphanet, ICD-10/ICD-11, MeSH, PubMed

  • What is the disease? Provide a concise overview.
  • What are the key identifiers? (OMIM, Orphanet, ICD-10/ICD-11, MeSH, Mondo)
  • What are the common synonyms and alternative names?
  • Is the information derived from individual patients (e.g., EHR) or aggregated disease-level resources?

2. Etiology

  • Disease Causal Factors: What are the primary causes? (genetic, environmental, infectious, mechanistic)
  • Risk Factors:

    Search first: PubMed, Cochrane Library, UpToDate, clinical guidelines, ClinVar, ClinGen, GWAS Catalog, PheGenI, CTD, CDC, WHO, epidemiological databases

  • Genetic risk factors (causal variants, susceptibility loci, modifier genes)
  • Environmental risk factors (toxins, lifestyle, occupational exposures, age, sex, family history)
  • Protective Factors:

    Search first: PubMed, Cochrane Library, clinical trial databases, GWAS Catalog, gnomAD, WHO, CDC, nutrition databases

  • Genetic protective factors (protective variants, modifier alleles)
  • Environmental protective factors (diet, lifestyle, exposures that reduce risk)
  • Gene-Environment Interactions: How do genetic and environmental factors interact to influence disease?

    Search first: CTD, PubMed, PheGenI, GxE databases

3. Phenotypes

Search first: HPO (Human Phenotype Ontology), OMIM, Orphanet, PubMed, clinicaltrials.gov, MedDRA, SNOMED CT, DECIPHER, LOINC

For each phenotype, provide: - Phenotype type: symptoms, clinical signs, physical manifestations, behavioral changes, or laboratory abnormalities

For symptoms/signs: HPO, OMIM, Orphanet, PubMed For behavioral changes: HPO, DSM, RDoC (Research Domain Criteria), PubMed For laboratory abnormalities: LOINC, SNOMED CT, LabTests Online, PubMed - Phenotype characteristics: Search first: OMIM, Orphanet, HPO, PubMed - Age of symptom onset (neonatal, childhood, adult-onset, late-onset) - Symptom severity (mild, moderate, severe, variable) - Symptom progression (stable, progressive, episodic, fluctuating) - Frequency among affected individuals (percentage or qualitative) - Quality of life impact: Effects on daily functioning and well-being (per-phenotype when possible) Search first: EQ-5D database, SF-36, WHO QOL databases, PubMed - Suggest HPO (Human Phenotype Ontology) terms for each phenotype

4. Genetic/Molecular Information

  • Causal Genes: Gene mutations or chromosomal abnormalities responsible for disease (gene symbols, OMIM IDs)

    Search first: OMIM, ClinVar, HGMD, Ensembl, NCBI Gene

  • Pathogenic Variants:
  • Affected genes (gene symbols, HGNC IDs) > Search first: OMIM, NCBI Gene, Ensembl, HGNC, UniProt, GeneCards
  • Variant classification (pathogenic, likely pathogenic, VUS per ACMG/AMP guidelines) > Search first: ClinVar, ClinGen, ACMG/AMP guidelines, VarSome
  • Variant type/class (missense, frameshift, nonsense, splice-site, structural)
  • Allele frequency in population databases > Search first: gnomAD, 1000 Genomes, ExAC, TOPMed, dbSNP
  • Somatic vs germline origin > Search first: COSMIC (somatic), ClinVar, ICGC, TCGA
  • Functional consequences (loss of function, gain of function, dominant negative)
  • Modifier Genes: Genes that modify disease severity or expression
  • Epigenetic Information: DNA methylation, histone modifications, chromatin changes affecting disease

    Search first: ENCODE, Roadmap Epigenomics, MethBase, DiseaseMeth

  • Chromosomal Abnormalities: Large-scale genetic changes (aneuploidy, translocations, inversions)

    Search first: DECIPHER, ClinVar, ECARUCA, UCSC Genome Browser

5. Environmental Information

  • Environmental Factors: Non-genetic contributing factors (toxins, radiation, pollution, occupational exposure)

    Search first: CTD (Comparative Toxicogenomics Database), TOXNET, PubMed, EPA databases

  • Lifestyle Factors: Behavioral factors (smoking, diet, exercise, alcohol consumption)

    Search first: CDC databases, WHO, PubMed, NHANES

  • Infectious Agents: If applicable, pathogens causing or triggering disease (bacteria, viruses, fungi, parasites)

    Search first: NCBI Taxonomy, ViPR, BV-BRC, MicrobeDB, GIDEON

6. Mechanism / Pathophysiology

  • Molecular Pathways: Specific signaling cascades or biochemical pathways involved (Wnt, MAPK, mTOR, PI3K-AKT, etc.)

    Search first: KEGG, Reactome, WikiPathways, PathBank, BioCyc

  • Cellular Processes: Cell-level mechanisms (apoptosis, autophagy, cell cycle dysregulation, inflammation, etc.)

    Search first: Gene Ontology (GO), Reactome, KEGG, PubMed

  • Protein Dysfunction: How protein structure or function is altered (misfolding, aggregation, loss of function, gain of function)

    Search first: UniProt, PDB (Protein Data Bank), InterPro, Pfam, AlphaFold

  • Metabolic Changes: Alterations in metabolic processes (energy metabolism, lipid metabolism, amino acid metabolism)

    Search first: KEGG, BioCyc, HMDB (Human Metabolome Database), BRENDA

  • Immune System Involvement: Role of immune response (autoimmunity, immunodeficiency, chronic inflammation)

    Search first: ImmPort, Immunome Database, IEDB, Gene Ontology

  • Tissue Damage Mechanisms: How tissues/ are injured (oxidative stress, ischemia, fibrosis, necrosis)

    Search first: PubMed, Gene Ontology, Reactome

  • Biochemical Abnormalities: Specific molecular defects (enzyme deficiencies, receptor dysfunction, ion channel defects)

    Search first: BRENDA, UniProt, KEGG, OMIM, PubMed

  • Epigenetic Changes: DNA methylation, histone modifications affecting gene expression in disease

    Search first: ENCODE, Roadmap Epigenomics, MethBase, DiseaseMeth

  • Molecular Profiling (if available):
  • Transcriptomics/gene expression changes > Search first: GEO (Gene Expression Omnibus), ArrayExpress, GTEx, Human Cell Atlas, SRA
  • Proteomics findings > Search first: PRIDE, ProteomeXchange, Human Protein Atlas, STRING, BioGRID
  • Metabolomics signatures > Search first: MetaboLights, Metabolomics Workbench, HMDB, METLIN
  • Lipidomics alterations > Search first: LIPID MAPS, SwissLipids, LipidHome, Metabolomics Workbench
  • Genomic structural features > Search first: UCSC Genome Browser, Ensembl, NCBI, dbVar, DGV
  • Advanced Technologies (if applicable):
  • Single-cell analysis findings (cell-type specific mechanisms, cellular heterogeneity) > Search first: Human Cell Atlas, Single Cell Portal, GEO, CELLxGENE
  • Spatial transcriptomics findings > Search first: GEO, Spatial Research, Vizgen, 10x Genomics data
  • Multi-omics integration results > Search first: TCGA, ICGC, cBioPortal, LinkedOmics, PubMed
  • Functional genomics screens (CRISPR, RNAi) > Search first: DepMap, GenomeRNAi, PubMed, BioGRID ORCS

For each mechanism, describe: - The causal chain from initial trigger to clinical manifestation - Which mechanisms are upstream vs downstream - What cell types and biological processes are involved - Suggest GO terms for biological processes and CL terms for cell types

7. Anatomical Structures Affected

  • Organ Level:
  • Primary organs directly affected
  • Secondary organ involvement (complications, secondary effects)
  • Body systems involved (cardiovascular, nervous, digestive, respiratory, endocrine, etc.)

    Search first: Uberon, FMA (Foundational Model of Anatomy), OMIM, HPO, ICD-11, MeSH, SNOMED CT

  • Tissue and Cell Level:
  • Specific tissue types affected (epithelial, connective, muscle, nervous)
  • Specific cell populations targeted (with Cell Ontology terms)

    Search first: Uberon, Human Protein Atlas, Cell Ontology, Human Cell Atlas, CellMarker, PanglaoDB

  • Subcellular Level:
  • Cellular compartments involved (mitochondria, nucleus, ER, lysosomes) (with GO Cellular Component terms)

    Search first: Gene Ontology (Cellular Component), UniProt, Human Protein Atlas

  • Localization:
  • Specific anatomical sites (with UBERON terms) > Search first: FMA, Uberon, NeuroNames (for brain), SNOMED CT
  • Lateralization (unilateral, bilateral, asymmetric) > Search first: HPO, clinical literature, imaging databases

8. Temporal Development

  • Onset:
  • Typical age of onset (congenital, pediatric, adult, geriatric)
  • Onset pattern (acute, subacute, chronic, insidious)

    Search first: OMIM, Orphanet, HPO, PubMed

  • Progression:
  • Disease stages (early, intermediate, advanced, end-stage) > Search first: Cancer Staging Manual (AJCC), WHO classifications, PubMed
  • Progression rate (rapid, slow, variable)
  • Disease course pattern (episodic, relapsing-remitting, progressive, stable)
  • Disease duration (self-limited, chronic lifelong)

    Search first: Disease registries, longitudinal cohort databases, natural history studies, PubMed, Orphanet, OMIM

  • Patterns:
  • Remission patterns (spontaneous, treatment-induced) > Search first: Clinical trial databases, disease registries, PubMed
  • Critical periods (time windows of vulnerability or opportunity for intervention) > Search first: PubMed, developmental biology databases, clinical guidelines

9. Inheritance and Population

  • Epidemiology:
  • Prevalence (cases per 100,000 at given time)
  • Incidence (new cases per 100,000 per year)

    Search first: Orphanet, CDC, WHO, GBD (Global Burden of Disease), national registries, SEER, disease registries

  • For Genetic Etiology:
  • Inheritance pattern (AD, AR, X-linked, mitochondrial, multifactorial, polygenic) > Search first: OMIM, Orphanet, ClinVar, GTR (Genetic Testing Registry)
  • Penetrance (complete, incomplete, age-dependent) > Search first: ClinVar, OMIM, PubMed, ClinGen
  • Expressivity (variable, consistent) > Search first: OMIM, ClinVar, PubMed
  • Genetic anticipation (increasing severity in successive generations) > Search first: OMIM, PubMed (especially for repeat expansion disorders)
  • Germline mosaicism > Search first: ClinVar, OMIM, genetic counseling literature, PubMed
  • Founder effects (population-specific mutations) > Search first: gnomAD, population genetics databases, PubMed
  • Consanguinity role > Search first: OMIM, population studies, genetic counseling resources
  • Carrier frequency > Search first: gnomAD, carrier screening databases, GeneReviews, GTR
  • Population Demographics:
  • Affected populations (ethnic or demographic groups with higher prevalence) > Search first: gnomAD, 1000 Genomes, PAGE Study, PubMed, population registries
  • Geographic distribution (endemic areas, regional variation) > Search first: WHO, CDC, GBD, Orphanet, geographic epidemiology databases
  • Geographic distribution of specific variants
  • Sex ratio (male:female) > Search first: Disease registries, OMIM, PubMed, epidemiological databases
  • Age distribution of affected individuals > Search first: CDC, disease registries, SEER, Orphanet

10. Diagnostics

  • Clinical Tests:
  • Laboratory tests (blood, urine, tissue chemistry, specific enzyme assays) > Search first: LOINC, LabTests Online, PubMed
  • Biomarkers (proteins, metabolites, genetic markers, circulating biomarkers) > Search first: FDA Biomarker List, BEST (Biomarkers, EndpointS, and other Tools), PubMed
  • Imaging studies (X-ray, CT, MRI, PET, ultrasound) > Search first: RadLex, DICOM, Radiopaedia, imaging databases
  • Functional tests (pulmonary function, cardiac stress tests) > Search first: LOINC, clinical guidelines, PubMed
  • Electrophysiology (EEG, EMG, ECG, nerve conduction studies) > Search first: LOINC, clinical neurophysiology databases, PubMed
  • Biopsy findings (histopathology, immunohistochemistry) > Search first: SNOMED CT, College of American Pathologists resources, PubMed
  • Pathology findings (microscopic examination) > Search first: SNOMED CT, Digital Pathology databases, PubMed
  • Genetic Testing:

    Search first: GTR (Genetic Testing Registry), GeneReviews, ClinGen

  • Overview of recommended genetic testing approach
  • Whole genome sequencing (WGS) utility > Search first: GTR, ClinVar, GEL (Genomics England), gnomAD
  • Whole exome sequencing (WES) utility > Search first: GTR, ClinVar, OMIM, GeneMatcher
  • Gene panels (which panels, which genes) > Search first: GTR, ClinVar, laboratory-specific databases
  • Single gene testing > Search first: GTR, ClinVar, OMIM, GeneReviews
  • Chromosomal microarray (CMA) > Search first: DECIPHER, ClinVar, dbVar, ECARUCA
  • Karyotyping > Search first: Chromosome Abnormality Database, ClinVar, cytogenetics resources
  • FISH > Search first: ClinVar, cytogenetics databases, PubMed
  • Mitochondrial DNA testing > Search first: MITOMAP, MSeqDR, ClinVar, GTR
  • Repeat expansion testing > Search first: GTR, ClinVar, repeat expansion databases, PubMed
  • Omics-Based Diagnostics (if applicable):
  • RNA sequencing / transcriptomics > Search first: GEO, ArrayExpress, GTEx, RNA-seq databases
  • Proteomics > Search first: PRIDE, ProteomeXchange, FDA Biomarker database
  • Metabolomics > Search first: MetaboLights, Metabolomics Workbench, HMDB
  • Epigenomics > Search first: GEO, ENCODE, Roadmap Epigenomics, MethBase
  • Liquid biopsy > Search first: COSMIC, ClinVar, liquid biopsy databases, PubMed
  • Clinical Criteria:
  • Standardized diagnostic criteria (DSM, ICD, society guidelines) > Search first: DSM-5, ICD-11, clinical society guidelines, UpToDate
  • Differential diagnosis (other conditions to rule out, with distinguishing features) > Search first: DynaMed, UpToDate, clinical decision support systems
  • Screening:
  • Screening methods for asymptomatic individuals (newborn screening, carrier screening, cascade screening) > Search first: ACMG recommendations, CDC newborn screening, GTR

11. Outcome/Prognosis

  • Survival and Mortality:
  • Survival rate (5-year, 10-year, overall) > Search first: SEER, cancer registries, disease-specific registries, PubMed
  • Life expectancy (with and without treatment if applicable) > Search first: Orphanet, disease registries, actuarial databases, PubMed
  • Mortality rate > Search first: CDC, WHO, GBD, national mortality databases
  • Disease-specific mortality (deaths directly attributable to disease) > Search first: Disease registries, CDC Wonder, GBD, PubMed
  • Morbidity and Function:
  • Morbidity (disease-related disability and health impacts) > Search first: GBD, WHO, disability databases, PubMed
  • Disability outcomes (long-term functional impairments) > Search first: ICF (International Classification of Functioning), disability registries
  • Quality of life measures (EQ-5D, SF-36, PROMIS, disease-specific tools) > Search first: EQ-5D database, SF-36, PROMIS, PubMed
  • Disease Course:
  • Complications (secondary problems: infections, organ failure, etc.) > Search first: ICD codes, disease registries, clinical databases, PubMed
  • Recovery potential (likelihood and extent of recovery, with vs without treatment) > Search first: Natural history studies, rehabilitation databases, PubMed
  • Prediction:
  • Prognostic factors (age, disease severity, biomarkers, treatment response) > Search first: Prognostic models databases, clinical calculators, PubMed
  • Prognostic biomarkers (molecular markers predicting disease course) > Search first: FDA Biomarker database, PubMed, cancer prognostic databases

12. Treatment

  • Pharmacotherapy:
  • Pharmacological treatments (drug names, drug classes, mechanisms of action) > Search first: DrugBank, RxNorm, ATC classification, DailyMed, FDA databases
  • Pharmacogenomics (how genetic variants affect drug metabolism, efficacy, toxicity) > Search first: PharmGKB, CPIC (Clinical Pharmacogenetics), FDA Table of PGx Biomarkers
  • Advanced Therapeutics:
  • Gene therapy (viral vectors, CRISPR, gene replacement, gene editing) > Search first: ClinicalTrials.gov, FDA gene therapy database, ASGCT resources
  • Cell therapy (stem cell transplant, CAR-T, cellular therapeutics) > Search first: ClinicalTrials.gov, FDA cell therapy database, FACT standards
  • RNA-based therapies (ASOs, siRNA, mRNA therapies) > Search first: ClinicalTrials.gov, FDA approvals, PubMed
  • Targeted therapies (treatments directed at specific molecular targets) > Search first: My Cancer Genome, OncoKB, ClinicalTrials.gov, FDA approvals
  • Immunotherapies (checkpoint inhibitors, monoclonal antibodies) > Search first: Cancer Immunotherapy Database, FDA approvals, ClinicalTrials.gov
  • Surgical and Interventional:
  • Surgical interventions (types of surgery, timing, outcomes) > Search first: CPT codes, surgical registries, clinical guidelines, PubMed
  • Supportive and Rehabilitative:
  • Supportive care (symptom management, pain control, nutrition) > Search first: Clinical guidelines, Cochrane Library, PubMed
  • Rehabilitation (physical therapy, occupational therapy, speech therapy) > Search first: Rehabilitation medicine databases, clinical guidelines, PubMed
  • Experimental:
  • Experimental treatments in clinical trials (with NCT identifiers if available) > Search first: ClinicalTrials.gov, EU Clinical Trials Register, WHO ICTRP
  • Treatment Outcomes:
  • Treatment response rates > Search first: Clinical trial databases, FDA reviews, systematic reviews, PubMed
  • Side effects and adverse events > Search first: FDA Adverse Event Reporting System (FAERS), MedWatch, PubMed
  • Treatment Strategy:
  • Treatment algorithms (clinical pathways, decision trees) > Search first: Clinical practice guidelines, NCCN Guidelines, UpToDate
  • Combination therapies > Search first: ClinicalTrials.gov, treatment guidelines, PubMed
  • Personalized medicine approaches (genotype-guided treatment) > Search first: My Cancer Genome, CIViC, PharmGKB, precision medicine databases

For each treatment, suggest MAXO (Medical Action Ontology) terms where applicable.

13. Prevention

  • Prevention Levels:
  • Primary prevention (preventing disease occurrence: vaccination, risk factor modification) > Search first: CDC, WHO, USPSTF recommendations, Cochrane Library
  • Secondary prevention (early detection and treatment: screening programs, early intervention) > Search first: USPSTF, CDC screening guidelines, WHO
  • Tertiary prevention (preventing complications in those with disease) > Search first: Clinical guidelines, disease management protocols, PubMed
  • Immunization: Vaccine strategies (if applicable)

    Search first: CDC vaccine schedules, WHO immunization, FDA vaccine database

  • Screening and Early Detection:
  • Screening programs (population-based: newborn screening, cancer screening) > Search first: CDC screening programs, USPSTF, cancer screening databases
  • Genetic screening (carrier screening, preimplantation genetic diagnosis, prenatal testing) > Search first: ACMG recommendations, ACOG guidelines, GTR
  • Risk stratification (identifying high-risk individuals for targeted prevention) > Search first: Risk prediction models, clinical calculators, PubMed
  • Behavioral Interventions: Lifestyle modifications to reduce risk

    Search first: CDC, WHO, behavioral intervention databases, Cochrane Library

  • Counseling: Genetic counseling (risk assessment, family planning guidance)

    Search first: NSGC resources, ACMG guidelines, GeneReviews

  • Public Health:
  • Public health interventions (sanitation, vector control, health education) > Search first: CDC, WHO, public health databases, PubMed
  • Environmental interventions (reducing environmental risk factors) > Search first: EPA databases, WHO environmental health, PubMed
  • Prophylaxis: Preventive medications or procedures

    Search first: Clinical guidelines, FDA approvals, PubMed

14. Other Species / Natural Disease

  • Taxonomy: Species affected (with NCBI Taxon identifiers)

    Search first: NCBI Taxonomy

  • Breed: Specific breeds affected (with VBO identifiers if applicable)

    Search first: VBO (Vertebrate Breed Ontology)

  • Gene: Orthologous genes in other species (with NCBI Gene IDs)

    Search first: NCBI Gene

  • Natural Disease:
  • Naturally occurring disease in other species (companion animals, wildlife) > Search first: OMIA (Online Mendelian Inheritance in Animals), VetCompass, PubMed
  • Veterinary relevance and importance in animal health > Search first: OMIA, veterinary databases, PubMed
  • Comparative Biology:
  • Comparative pathology (similarities and differences across species) > Search first: OMIA, comparative pathology databases, PubMed
  • Evolutionary conservation of disease mechanisms > Search first: HomoloGene, OrthoMCL, Alliance of Genome Resources
  • Transmission (if applicable):
  • Zoonotic potential > Search first: CDC zoonotic diseases, WHO zoonoses, GIDEON
  • Cross-species susceptibility > Search first: NCBI Taxonomy, veterinary databases, PubMed

15. Model Organisms

  • Model Types:
  • Model organism type (mammalian, invertebrate, cellular, in vitro) > Search first: Alliance of Genome Resources, model organism databases
  • Specific model systems (mouse, rat, zebrafish, Drosophila, C. elegans, yeast, cell lines, organoids, iPSCs) > Search first: MGI, RGD, ZFIN, FlyBase, WormBase, SGD, ATCC, Cellosaurus
  • Induced models (drug treatment, surgical intervention, environmental manipulation) > Search first: MGI, model organism databases, PubMed
  • Genetic Models:
  • Types available (knockout, knock-in, transgenic, conditional, humanized) > Search first: MGI, IMPC, KOMP, EuMMCR, IMSR
  • Model Characteristics:
  • Phenotype recapitulation (how well model reproduces human disease features) > Search first: Model organism databases, comparative studies, PubMed
  • Model limitations (aspects of human disease not captured) > Search first: Model organism databases, PubMed, review articles
  • Applications:
  • Research applications (what aspects of disease can be studied) > Search first: Model organism databases, PubMed
  • Resources:
  • Model databases > Search first: MGI, RGD, ZFIN, FlyBase, WormBase, IMSR, EMMA, MMRRC

Citation Requirements

  • Cite primary literature (PMID preferred) for all mechanistic and clinical claims
  • Prioritize recent reviews and landmark papers
  • Include direct quotes from abstracts where possible to support key statements
  • Distinguish evidence source types: human clinical, model organism, in vitro, computational

Output Format

Structure your response as a comprehensive narrative organized by the sections above. For each section, provide: - Factual content with specific details (numbers, percentages, gene names, variant nomenclature) - Ontology term suggestions (HPO, GO, CL, UBERON, CHEBI, MAXO, MONDO) where applicable - Evidence citations with PMIDs - Direct quotes from abstracts to support key claims - Clear indication when information is not available or not applicable for this disease

This report will be used to populate a disease knowledge base entry with: - Pathophysiology descriptions with causal chains - Gene/protein annotations (HGNC, GO terms) - Phenotype associations (HP terms) with frequencies - Cell type involvement (CL terms) - Anatomical locations (UBERON terms) - Chemical entities (CHEBI terms) - Treatment annotations (MAXO terms) - Evidence items with PMIDs and exact abstract quotes - Epidemiology, prognosis, diagnostic, and prevention information - Animal model descriptions with phenotype recapitulation details

Borderline Personality Disorder (BPD): Disease Characteristics Research Report (Psychiatric)

1. Disease information

Overview (current understanding)

Borderline personality disorder (BPD) is a severe psychiatric condition characterized by pervasive instability in emotion regulation, self-image/identity, interpersonal relationships, and behavior, commonly accompanied by impulsivity and recurrent self-harm/suicidality. A recent review summarizes core features consistent with DSM descriptions (e.g., frantic efforts to avoid abandonment; unstable relationships with idealization/devaluation; identity disturbance; impulsivity; recurrent self-harm/suicidality; chronic emptiness; intense anger; and transient stress-related paranoia/dissociation). (azzam2024borderlinepersonalitydisorder pages 2-3)

Key identifiers and ontology mappings

  • ICD-11 model (WHO): ICD-11 no longer uses multiple categorical personality disorder subtypes. Instead, clinicians diagnose Personality Disorder and specify severity (mild/moderate/severe) plus trait domain qualifiers, and may add a “borderline pattern” qualifier. ICD-11 was explicitly designed “to abolish all categories of personality disorder except for the general description of a personality disorder” and then specify “mild,” “moderate,” or “severe.” (mulder2021icd11personalitydisorders pages 2-3)
  • ICD-11 trait domains: Negative affectivity, detachment, dissociality, disinhibition, and anankastia. (mulder2021icd11personalitydisorders pages 2-3, mulder2020theborderlinepattern pages 1-2, pan2024practicalimplicationsof pages 1-2)
  • ICD-11 borderline pattern qualifier: retained as a pragmatic compromise; it “essentially lists the symptoms of” DSM-5 BPD and ICD-10 emotionally unstable personality disorder (borderline type). (mulder2020theborderlinepattern pages 1-2)
  • ICD-10 (historical): Swedish register studies operationalized “emotionally unstable personality disorder” using ICD-10 F60.3. (skoglund2021familialriskand pages 1-2)

MeSH / MONDO / OMIM / Orphanet: Not retrieved in the available evidence set. For knowledge-base population, these should be cross-walked from MeSH and MONDO in a follow-up curation step; BPD is not typically an OMIM/Orphanet monogenic disorder.

Synonyms / alternative names

  • Emotionally unstable personality disorder (ICD-10 terminology; borderline type) (mulder2020theborderlinepattern pages 1-2, skoglund2021familialriskand pages 1-2)
  • Borderline pattern (ICD-11 qualifier) (mulder2021icd11personalitydisorders pages 2-3, mulder2020theborderlinepattern pages 1-2)

Evidence source type

This report integrates aggregated disease-level resources (ICD-11 model papers and reviews) and population-scale individual-level data from Swedish national registers (familial risk, comorbidity, adverse outcomes). (mulder2021icd11personalitydisorders pages 2-3, skoglund2021familialriskand pages 1-2, tate2022borderlinepersonalitydisorder pages 1-2)

2. Etiology

Disease causal factors (multifactorial)

BPD is widely conceptualized as multifactorial, arising from interacting genetic vulnerability and environmental exposures. A 2024 review emphasizes that genetic predispositions (e.g., emotional instability/impulsivity) interact with environmental risks, particularly childhood adversity and attachment disruption. (azzam2024borderlinepersonalitydisorder pages 6-7)

Risk factors

Environmental / developmental risk factors

  • Childhood adversities/trauma (physical, emotional, sexual abuse; neglect; inconsistent caregiving) are frequently reported in BPD and are implicated in disrupted attachment and emotion regulation development. (azzam2024borderlinepersonalitydisorder pages 6-7)
  • Swedish register-based and review evidence notes that a very large proportion of clinically diagnosed BPD have psychiatric comorbidity and adverse outcomes, consistent with high cumulative burden and likely shared risk pathways. (skoglund2021familialriskand pages 2-4, tate2022borderlinepersonalitydisorder pages 1-2)

Genetic risk factors (polygenic)

Family and twin designs support substantial heritability. A Swedish population register study reported heritability 46% (95% CI 39–53), with remaining variance largely due to individually unique environmental factors. (skoglund2021familialriskand pages 1-2)

Direct abstract quote (primary evidence): “Heritability was estimated at 46% (95% CI = 39–53), and the remaining variance was explained by individually unique environmental factors.” (skoglund2021familialriskand pages 2-4)

Familial aggregation shows a gradient with genetic relatedness (hazard ratios in relatives): monozygotic twins HR 11.5, dizygotic twins HR 7.4, full siblings HR 4.7, maternal half-siblings HR 2.1, paternal half-siblings HR 1.3. (skoglund2021familialriskand pages 1-2)

Protective factors

No BPD-specific protective genetic variants or robust protective environmental exposures were identified in the retrieved evidence set. However, long-term work on resilience-related cognitive profiles in relatives suggests potential protective mechanisms at the neurocognitive level (e.g., stronger response inhibition in psychiatrically unaffected relatives), but this is indirect and not a validated protective factor for BPD incidence. (gearin2022spotlightonborderline pages 2-2)

Gene–environment interactions

Direct BPD-specific GxE effect-size estimates were not retrieved in the evidence set. Nonetheless, multiple sources emphasize that trauma/adversity and genetic liability co-occur and likely interact in shaping risk; Swedish data indicate strong familial aggregation and substantial non-shared environment contributions, consistent with a model where individual exposures (including trauma) may interact with inherited liability. (azzam2024borderlinepersonalitydisorder pages 6-7, skoglund2021familialriskand pages 1-2)

3. Phenotypes

Core phenotype spectrum (symptoms and behavioral changes)

Key symptom domains include: * Affective instability / emotion dysregulation (e.g., rapid mood shifts, intense negative affect). (azzam2024borderlinepersonalitydisorder pages 2-3) * Interpersonal instability (e.g., intense/unstable relationships; fear of abandonment). (azzam2024borderlinepersonalitydisorder pages 2-3) * Identity disturbance (unstable self-image, chronic emptiness). (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2) * Impulsivity / behavioral dysregulation (potentially including substance use, risky behaviors). (azzam2024borderlinepersonalitydisorder pages 2-3) * Self-harm, suicidal ideation/attempts: a major clinical feature; one review notes ~10% may die by suicide. (azzam2024borderlinepersonalitydisorder pages 2-3)

Age of onset and course

Symptoms typically begin in late adolescence/early adulthood (azzam2024borderlinepersonalitydisorder pages 2-3), with a narrative psychotherapy review also noting emergence in adolescence (often after age 12). (neri2024borderlinepersonalitydisorder pages 1-2)

Course heterogeneity is emphasized: impulsivity-related symptoms (self-harm, suicidality) may remit earlier, whereas chronic affective/interpersonal problems may persist and functional impairment can remain even when diagnostic criteria remit. (neri2024borderlinepersonalitydisorder pages 1-2)

Comorbidity and adverse outcomes (quantitative)

A large Swedish nationwide register study (n ≈ 2 million; 12,175 diagnosed BPD) found markedly elevated risks across psychiatric disorders, somatic illnesses, trauma, and adverse behaviors. Examples: * Anxiety disorders cumulative incidence 33.13% (95% CI 31.48–34.73). (tate2022borderlinepersonalitydisorder pages 1-2) * Psychotic disorders HR 24.48 (95% CI 23.14–25.90). (tate2022borderlinepersonalitydisorder pages 1-2) * Self-harm HR 17.72 (95% CI 17.27–18.19). (tate2022borderlinepersonalitydisorder pages 1-2) * Violent crime victimization HR 7.65 (95% CI 7.25–8.06). (tate2022borderlinepersonalitydisorder pages 1-2) * Epilepsy HR 3.38 (95% CI 3.08–3.70). (tate2022borderlinepersonalitydisorder pages 1-2)

Suggested HPO terms (examples for knowledge-base mapping)

HPO codes were not retrieved from HPO directly in the evidence set; below are suggested mappings for curation: * Affective lability / mood swings (e.g., HP:0000728 Mood swings — verify in HPO) * Impulsivity (HP:0000733 Impulsivity — verify) * Self-injurious behavior (HP:0100716 Self-injurious behavior — verify) * Suicidal ideation (HP:0031586 Suicidal ideation — verify) * Abnormal social relationships / interpersonal dysfunction (verify HPO term) * Chronic feelings of emptiness (may require phenotypic proxy term)

4. Genetic / molecular information

Genetic architecture

BPD is polygenic rather than a monogenic Mendelian disorder in the retrieved evidence. The strongest quantitative evidence is familial aggregation and heritability in Swedish registries (heritability ~46%). (skoglund2021familialriskand pages 1-2)

Notable genetic correlations / shared liability

A Swedish nationwide study showed extremely strong co-occurrence and familial co-aggregation between ADHD and BPD: * Individuals with ADHD had adjusted OR 19.4 (95% CI 18.6–20.4) for also having BPD. (kujahalkola2021doborderlinepersonality pages 1-2) * Familial co-aggregation: e.g., full siblings of ADHD cases had aOR 2.8 (95% CI 2.6–3.1) for BPD. (kujahalkola2021doborderlinepersonality pages 1-2)

Epigenetics / non-coding RNA (recent developments)

A 2023 study connects a microRNA signal to brain morphology and suicidal ideation recovery in BPD. Direct abstract quote: “MicroRNA-124-3p (miR-124-3p) was recently identified in a Genome-Wide Association Study as likely associated with BPD.” ()

In that inpatient sample, genes targeted by miR-124-3p were co-expressed in the left globus pallidus, which was smaller in BPD than psychiatric controls, and smaller volume correlated with poorer recovery from suicidal ideation. ()

Suggested GO / CL / UBERON terms (mechanism-linked suggestions)

Not explicitly enumerated in the evidence set; suggested for curation based on described systems: * UBERON: amygdala; prefrontal cortex; anterior cingulate cortex; globus pallidus (NCT07197502 chunk 1, NCT06626789 chunk 2) * CL: cortical pyramidal neuron; GABAergic interneuron; microglia (neuroinflammation context) (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9) * GO Biological Process (examples): regulation of emotional behavior; response to stress; synaptic signaling; neuroinflammatory response; hypothalamic–pituitary–adrenal axis process (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9)

5. Environmental information

Environmental factors and lifestyle factors

Evidence in the retrieved set emphasizes chronic stress/trauma as major environmental inputs into BPD symptom development and maintenance. (azzam2024borderlinepersonalitydisorder pages 6-7)

A 2024 review highlights that BPD is associated with metabolic dysfunction and cardiovascular risk, with contributing factors including obesity and childhood trauma, and with inflammatory marker elevations such as CRP/hs-CRP described in the literature. (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9)

Infectious agents

No BPD-specific infectious etiology was identified in the retrieved evidence.

6. Mechanism / pathophysiology

Working model causal chain (integrative)

Upstream: inherited liability (polygenic; ~46% heritability) + individual-specific environmental exposures (including childhood adversity) → (skoglund2021familialriskand pages 1-2, azzam2024borderlinepersonalitydisorder pages 6-7)

Intermediate mechanisms (proposed and partially evidenced): * Disrupted attachment/mentalizing and emotion regulation capacities (azzam2024borderlinepersonalitydisorder pages 6-7) * Autonomic nervous system dysregulation and stress physiology changes, including HPA-axis alterations described in a 2024 review (qualitative) (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9) * Neurobiological circuit targets for treatment trials: amygdala–ventrolateral prefrontal circuits (rTMS and neurofeedback trials) (NCT07197502 chunk 1, NCT06626789 chunk 2) * Epigenetic/noncoding regulation and basal ganglia involvement: miR-124-3p target-gene co-expression implicating globus pallidus morphology associated with suicidal ideation recovery. ()

Downstream: clinical manifestations (affective instability, impulsivity, unstable relationships, self-harm/suicidality) and high comorbidity/adverse outcomes. (azzam2024borderlinepersonalitydisorder pages 2-3, tate2022borderlinepersonalitydisorder pages 1-2)

Immune/inflammatory and physiological findings (recent)

A 2024 narrative review synthesizes evidence that BPD can be associated with increased cardiometabolic risk and inflammatory biomarkers (e.g., CRP/hs-CRP) and autonomic dysregulation (e.g., HRV alterations), though effect sizes were not extractable from the provided excerpt. (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9)

7. Anatomical structures affected

BPD is a psychiatric disorder without primary peripheral organ pathology, but implicated neuroanatomy/circuits in the retrieved evidence includes: * Amygdala–ventrolateral prefrontal cortex (vlPFC) circuitry (targeted by rTMS and neurofeedback trials). (NCT07197502 chunk 1, NCT06626789 chunk 2) * Globus pallidus (reduced volume in inpatients with BPD vs psychiatric controls, in miR-124-3p target-gene analysis context). ()

Suggested UBERON terms for curation: amygdala, ventrolateral prefrontal cortex, globus pallidus.

8. Temporal development

Onset

Most commonly late adolescence/early adulthood. (azzam2024borderlinepersonalitydisorder pages 2-3)

Progression / remission

BPD can show symptom remission over years (especially impulsive/self-harm symptoms), but functional impairment may persist; course is heterogeneous. (neri2024borderlinepersonalitydisorder pages 1-2)

9. Inheritance and population

Epidemiology (quantitative)

  • General population prevalence estimates in recent reviews are ~1–2% (azzam2024borderlinepersonalitydisorder pages 2-3) and ~1.6% (neri2024borderlinepersonalitydisorder pages 1-2).
  • Clinical settings prevalence estimates in reviews: 15–20% in psychiatric settings (azzam2024borderlinepersonalitydisorder pages 2-3), ~20% clinical populations, ~10% ambulatory, ~25% hospitalized. (neri2024borderlinepersonalitydisorder pages 1-2)

Sex ratio

A review reports approximately 3:1 female-to-male ratio. (azzam2024borderlinepersonalitydisorder pages 2-3) Swedish registers similarly show strong female predominance among clinically diagnosed cases (~85%). (tate2022borderlinepersonalitydisorder pages 1-2, skoglund2021familialriskand pages 2-4)

Genetic etiology / inheritance model

Evidence supports multifactorial/polygenic inheritance with substantial heritability. * Heritability: 46% (95% CI 39–53). (skoglund2021familialriskand pages 1-2)

10. Diagnostics

Clinical criteria and structured assessment

  • DSM-style diagnostic symptom domains are summarized in recent reviews (abandonment fears, relationship instability, identity disturbance, impulsivity, self-harm/suicidality, emptiness, anger, transient paranoia/dissociation). (azzam2024borderlinepersonalitydisorder pages 2-3)
  • ICD-11 approach: diagnose personality disorder and rate severity and traits; optionally add the borderline pattern qualifier, which is close to the DSM borderline definition. (mulder2021icd11personalitydisorders pages 2-3, mulder2020theborderlinepattern pages 1-2)

Biomarkers and tests

No validated laboratory biomarker is established for diagnosis in the retrieved evidence. A 2024 review discusses candidate physiological markers (e.g., CRP/hs-CRP, autonomic measures/HRV, echocardiographic strain measures) as part of cardiometabolic risk profiling rather than diagnostic biomarkers. (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9)

Differential diagnosis considerations (high-level)

Diagnostic issues include overlap with trauma-related syndromes and other mood disorders; a 2024 review highlights overlap with complex PTSD and emphasizes that trauma is common but not universal and not the sole cause. (azzam2024borderlinepersonalitydisorder pages 6-7)

11. Outcome / prognosis

Mortality and suicide

BPD carries substantial suicide mortality. A 2024 review reports that roughly 10% may die by suicide and emphasizes common recurrent self-harm/suicidality. (azzam2024borderlinepersonalitydisorder pages 2-3)

Morbidity and functional outcomes

Register data demonstrate BPD diagnosis as a marker of vulnerability for multiple negative outcomes (psychiatric, somatic, trauma, adverse behaviors), including very high self-harm risk (HR ~17.7) and high psychiatric comorbidity burden. (tate2022borderlinepersonalitydisorder pages 1-2)

12. Treatment

Evidence-based psychotherapies (core of care)

Multiple evidence-based psychotherapies are emphasized as key treatments, including Dialectical Behavior Therapy (DBT), Mentalization-Based Treatment (MBT), Schema Therapy, and Transference-Focused Psychotherapy (TFP). (azzam2024borderlinepersonalitydisorder pages 2-3, azzam2024borderlinepersonalitydisorder pages 9-10, neri2024borderlinepersonalitydisorder pages 1-2)

A narrative review concludes that psychotherapy is the main treatment and “there is no single form of psychotherapy that can fully treat BPD,” but highlights DBT and schema therapy as especially effective for impulsive/self-injurious symptoms and comorbidity management. (neri2024borderlinepersonalitydisorder pages 1-2)

DBT evidence base (recent synthesis): a 2024 systematic review of RCTs identified 18 RCTs (total 1,755 participants) and reported that trials often target self-injury, suicidal ideation, emergency visits, and hospitalizations; short-term and standard DBT improved suicidality with small-to-moderate effect sizes lasting up to 24 months post-treatment in many studies. ()

MBT evidence (real-world implementation): a 2024 naturalistic MBT study (n=46, BPD n=25) found MBT enrollment associated with decreased psychiatric symptoms and improved functioning (all p’s ≤ .01); mentalizing capacity improved (e.g., d=0.68 on TAS; d=1.46 on SCORS), but causal inference is limited due to non-experimental design. (rizzi2024mentalizationbasedtreatment pages 1-2)

Pharmacotherapy (adjunctive)

Recent reviews emphasize pharmacotherapy as adjunctive (symptom-targeted, comorbidity-focused), not a primary treatment for core BPD pathology. Agents commonly used include SSRIs, mood stabilizers, and atypical antipsychotics. (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2)

Current applications and real-world implementations

  • Specialized, manualized psychotherapies require trained clinicians and resources; barriers to access are noted, supporting stepped-care and service design work. (neri2024borderlinepersonalitydisorder pages 1-2, azzam2024borderlinepersonalitydisorder pages 9-10)
  • ICD-11 dimensional PD diagnosis is being positioned for broader clinical usability, including adolescence, with the borderline pattern qualifier retained in part to support continuity and identify people likely to benefit from psychotherapy. (pan2024practicalimplicationsof pages 1-2)

Ongoing and recent clinical trials (ClinicalTrials.gov)

Recent real-world implementations and experimental therapeutics include neuromodulation, neurofeedback, trauma-focused interventions, and pharmacologic proof-of-concept:

  • rTMS (circuit-based, vlPFC–amygdala targeting)
  • NCT07197502 (UCLA; recruiting; start 2025-03-01; n=30; randomized single-masked crossover; primary outcomes BSL-23, CGI-BPD, DERS). URL: https://clinicaltrials.gov/study/NCT07197502 (NCT07197502 chunk 1)

  • NCT07223619 (UCLA; active not recruiting; start 2024; n=20; single-group; individualized vlPFC targeting via resting-state fMRI; tasks include delay discounting and cognitive reappraisal of social exclusion pain). URL: https://clinicaltrials.gov/study/NCT07223619 (NCT07223619 chunk 1)

  • Real-time fMRI neurofeedback (amygdala down-regulation)

  • NCT06626789 (BrainSTEADy; planned total n=164; RCT vs sham; includes health-economic outcomes such as QALYs/AQoL-6D). URL: https://clinicaltrials.gov/study/NCT06626789 (NCT06626789 chunk 2)

  • Trauma-focused psychotherapy

  • NCT06493708 (EMDR; recruiting; start 2024-10-01; n=56; randomized factorial; primary outcome ZAN-BPD; multiple symptom/regulation measures across 18 weeks). URL: https://clinicaltrials.gov/study/NCT06493708 (NCT06493708 chunk 1)

  • DBT mechanisms / biomarker-rich designs

  • NCT06882330 (NeuroDBT; completed; n=106; longitudinal controlled DBT study with clinical outcomes and fMRI/EEG/HRV measures). URL: https://clinicaltrials.gov/study/NCT06882330 (NCT06882330 chunk 1, NCT06882330 chunk 2)

  • Pharmacologic proof-of-concept

  • NCT06759298 (methylphenidate/Concerta vs placebo; not yet recruiting; start 2025-01-15; n=60; primary outcomes impulsivity and stress). URL: https://clinicaltrials.gov/study/NCT06759298 (NCT06759298 chunk 1)

  • Adjunctive/feasibility interventions

  • NCT07476300 (auricular acupuncture feasibility pilot; not yet recruiting; start 2026-04-15; n=15; NADA protocol). URL: https://clinicaltrials.gov/study/NCT07476300 (NCT07476300 chunk 1)

Suggested MAXO terms (examples)

MAXO IDs not retrieved directly; suggested actions for curation: * Dialectical behavior therapy (DBT) * Mentalization-based therapy (MBT) * Schema therapy * Psychodynamic psychotherapy / transference-focused psychotherapy * Repetitive transcranial magnetic stimulation (rTMS) * Real-time fMRI neurofeedback * Eye movement desensitization and reprocessing (EMDR)

13. Prevention

Primary prevention is not well-established for BPD in the retrieved evidence. However, ICD-11 and early-intervention literature emphasize earlier identification (including in adolescence) and timely access to evidence-based psychotherapy as a pragmatic prevention strategy for downstream harms (self-harm, hospitalization, chronic disability). (pan2024practicalimplicationsof pages 1-2)

14. Other species / natural disease

No naturally occurring “BPD” diagnosis exists in non-human species in the retrieved evidence set; translational relevance is typically via endophenotypes (impulsivity, stress reactivity, social behavior) rather than direct disease homology.

15. Model organisms

The retrieved evidence set did not include validated animal models of BPD. Related translational approaches focus on circuits/behaviors (e.g., stress vulnerability, impulsivity) and neuromodulation targets; these are better represented as dimensional constructs rather than a single disease model.

Summary artifact

The following table compiles high-yield quantitative facts and classification identifiers extracted from the retrieved evidence.

Topic Key finding (with numbers) Source (first author, year) URL Evidence type Citation ID placeholder
Definition / core features BPD is characterized by pervasive instability in emotional regulation, self-image, interpersonal relationships, and behavior; core DSM-style features include abandonment fears, unstable idealization/devaluation, identity disturbance, impulsivity, recurrent self-harm/suicidality, chronic emptiness, anger dyscontrol, and transient paranoia/dissociation Azzam, 2024 https://doi.org/10.7759/cureus.75893 Narrative review (azzam2024borderlinepersonalitydisorder pages 2-3)
Prevalence in general population Reported prevalence is about 1–2% of the general population; another recent review reports ~1.6% Azzam, 2024; Neri, 2024 https://doi.org/10.7759/cureus.75893 ; https://doi.org/10.22543/2392-7674.1500 Review (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2)
Prevalence in clinical settings Reported prevalence rises to 15–20% in psychiatric settings; review also notes ~20% in clinical populations, ~10% of ambulatory patients, and ~25% of hospitalized patients Azzam, 2024; Neri, 2024 https://doi.org/10.7759/cureus.75893 ; https://doi.org/10.22543/2392-7674.1500 Review (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2)
Sex ratio Female-to-male ratio reported as approximately 3:1 in clinical samples; a large Swedish cohort found 85.3% female among diagnosed cases Azzam, 2024; Tate, 2022 https://doi.org/10.7759/cureus.75893 ; https://doi.org/10.1038/s41380-022-01503-z Review; register study (azzam2024borderlinepersonalitydisorder pages 2-3)
Typical onset Symptoms typically begin in late adolescence / early adulthood; one review notes emergence in adolescence, often after age 12 Azzam, 2024; Neri, 2024 https://doi.org/10.7759/cureus.75893 ; https://doi.org/10.22543/2392-7674.1500 Review (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2)
Suicide mortality Approximately 10% of people with BPD may die by suicide; chronic self-harm and suicide attempts are common Azzam, 2024 https://doi.org/10.7759/cureus.75893 Review (azzam2024borderlinepersonalitydisorder pages 2-3)
ICD-11 diagnostic model ICD-11 replaces categorical PD subtypes with a dimensional model: diagnosis of personality disorder is specified by severity (mild, moderate, severe) plus trait domains; clinicians may add a borderline pattern qualifier Mulder, 2021 https://doi.org/10.3389/fpsyt.2021.655548 Review / classification commentary (zheleva2024experiencesofpatients pages 10-15)
ICD-11 borderline pattern note Borderline pattern in ICD-11 is treated as an additional qualifier rather than a standalone disorder category; it maps mainly onto negative affective, dissocial, and disinhibited domains Mulder, 2020 https://doi.org/10.1177/0004867420951608 Classification analysis (zheleva2024experiencesofpatients pages 10-15)
Key genetic statistic In a Swedish population register study of 1,851,755 individuals, 11,665 received a BPD diagnosis; heritability was estimated at 46% (95% CI 39–53), with remaining variance explained by individually unique environmental factors Skoglund, 2021 https://doi.org/10.1038/s41380-019-0442-0 Population register study (zheleva2024experiencesofpatients pages 10-15)

Table: This table compiles high-yield identifiers and quantitative disease characteristics for borderline personality disorder, including prevalence, onset, suicide risk, ICD-11 classification notes, and heritability. It is useful as a quick reference for populating structured knowledge-base fields.

Key expert/authoritative perspectives (2023–2024 emphasis)

  • ICD-11 experts describe the PD model as a major shift: from categorical types to severity+traits, with a retained borderline pattern qualifier largely for continuity with established clinical practice and psychotherapy evidence bases. (mulder2021icd11personalitydisorders pages 2-3, pan2024practicalimplicationsof pages 1-2, mulder2020theborderlinepattern pages 1-2)
  • Contemporary clinical reviews consistently position psychotherapy as first-line and pharmacotherapy as adjunctive for symptom clusters and comorbidities. (azzam2024borderlinepersonalitydisorder pages 2-3, neri2024borderlinepersonalitydisorder pages 1-2)

Limitations of this report

  • DSM-5 text, ICD-11 official code strings, MeSH/MONDO identifiers, and many HPO/GO/CL/UBERON numeric IDs were not directly retrievable from the current evidence set; ontology term suggestions above are therefore non-cited placeholders for expert curation.
  • Biomarker findings (inflammation/HRV/HPA axis) in the retrieved evidence were largely narrative/qualitative without extractable pooled effect sizes. (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9)

References

  1. (azzam2024borderlinepersonalitydisorder pages 2-3): Saif Azzam, Rahma Almari, Karees Khattab, Ammar Badr, Arwa R Balawi, Rana Haddad, Rawan Almasri, and Giustino Varrassi. Borderline personality disorder: a comprehensive review of current diagnostic practices, treatment modalities, and key controversies. Cureus, Dec 2024. URL: https://doi.org/10.7759/cureus.75893, doi:10.7759/cureus.75893. This article has 11 citations.

  2. (mulder2021icd11personalitydisorders pages 2-3): Roger T. Mulder. Icd-11 personality disorders: utility and implications of the new model. Frontiers in Psychiatry, May 2021. URL: https://doi.org/10.3389/fpsyt.2021.655548, doi:10.3389/fpsyt.2021.655548. This article has 131 citations.

  3. (mulder2020theborderlinepattern pages 1-2): Roger T Mulder, L John Horwood, and Peter Tyrer. The borderline pattern descriptor in the international classification of diseases, 11th revision: a redundant addition to classification. Australian & New Zealand Journal of Psychiatry, 54:1095-1100, Sep 2020. URL: https://doi.org/10.1177/0004867420951608, doi:10.1177/0004867420951608. This article has 39 citations and is from a peer-reviewed journal.

  4. (pan2024practicalimplicationsof pages 1-2): Bing Pan and Wei Wang. Practical implications of icd-11 personality disorder classifications. BMC Psychiatry, Mar 2024. URL: https://doi.org/10.1186/s12888-024-05640-3, doi:10.1186/s12888-024-05640-3. This article has 27 citations and is from a domain leading peer-reviewed journal.

  5. (skoglund2021familialriskand pages 1-2): Charlotte Skoglund, Annika Tiger, Christian Rück, Predrag Petrovic, Philip Asherson, Clara Hellner, David Mataix-Cols, and Ralf Kuja-Halkola. Familial risk and heritability of diagnosed borderline personality disorder: a register study of the swedish population. Molecular Psychiatry, 26:999-1008, Jun 2021. URL: https://doi.org/10.1038/s41380-019-0442-0, doi:10.1038/s41380-019-0442-0. This article has 139 citations and is from a highest quality peer-reviewed journal.

  6. (tate2022borderlinepersonalitydisorder pages 1-2): Ashley E. Tate, Hanna Sahlin, Shengxin Liu, Yi Lu, Sebastian Lundström, Henrik Larsson, Paul Lichtenstein, and Ralf Kuja-Halkola. Borderline personality disorder: associations with psychiatric disorders, somatic illnesses, trauma, and adverse behaviors. Molecular Psychiatry, 27:2514-2521, Mar 2022. URL: https://doi.org/10.1038/s41380-022-01503-z, doi:10.1038/s41380-022-01503-z. This article has 77 citations and is from a highest quality peer-reviewed journal.

  7. (azzam2024borderlinepersonalitydisorder pages 6-7): Saif Azzam, Rahma Almari, Karees Khattab, Ammar Badr, Arwa R Balawi, Rana Haddad, Rawan Almasri, and Giustino Varrassi. Borderline personality disorder: a comprehensive review of current diagnostic practices, treatment modalities, and key controversies. Cureus, Dec 2024. URL: https://doi.org/10.7759/cureus.75893, doi:10.7759/cureus.75893. This article has 11 citations.

  8. (skoglund2021familialriskand pages 2-4): Charlotte Skoglund, Annika Tiger, Christian Rück, Predrag Petrovic, Philip Asherson, Clara Hellner, David Mataix-Cols, and Ralf Kuja-Halkola. Familial risk and heritability of diagnosed borderline personality disorder: a register study of the swedish population. Molecular Psychiatry, 26:999-1008, Jun 2021. URL: https://doi.org/10.1038/s41380-019-0442-0, doi:10.1038/s41380-019-0442-0. This article has 139 citations and is from a highest quality peer-reviewed journal.

  9. (gearin2022spotlightonborderline pages 2-2): Priya F. Gearin. Spotlight on borderline personality disorder: history, genetics, and neurobiology. The Brown University Child and Adolescent Behavior Letter, 38:1-4, Aug 2022. URL: https://doi.org/10.1002/cbl.30652, doi:10.1002/cbl.30652. This article has 0 citations.

  10. (neri2024borderlinepersonalitydisorder pages 1-2): Marina Neri, Antonino Reitano, Lavinia Rinnone, Antonio Bruno, Fabrizio Turiaco, Felicia Matilde Ferreri, Carmela Mento, Maria Rosaria Anna Muscatello, and Fiammetta Iannuzzo. Borderline personality disorder: a narrative review on effective psychotherapies. Journal of Mind and Medical Sciences, 11:267-276, Oct 2024. URL: https://doi.org/10.22543/2392-7674.1500, doi:10.22543/2392-7674.1500. This article has 1 citations.

  11. (kujahalkola2021doborderlinepersonality pages 1-2): Ralf Kuja-Halkola, Kristina Lind Juto, Charlotte Skoglund, Christian Rück, David Mataix-Cols, Ana Pérez-Vigil, Johan Larsson, Clara Hellner, Niklas Långström, Predrag Petrovic, Paul Lichtenstein, and Henrik Larsson. Do borderline personality disorder and attention-deficit/hyperactivity disorder co-aggregate in families? a population-based study of 2 million swedes. Molecular Psychiatry, 26:341-349, Oct 2021. URL: https://doi.org/10.1038/s41380-018-0248-5, doi:10.1038/s41380-018-0248-5. This article has 55 citations and is from a highest quality peer-reviewed journal.

  12. (NCT07197502 chunk 1): Andrew F. Leuchter. Treatment of Borderline Personality Disorder With rTMS. University of California, Los Angeles. 2025. ClinicalTrials.gov Identifier: NCT07197502

  13. (NCT06626789 chunk 2): Brain Signal Training to Enhance Affect Down-regulation. Central Institute of Mental Health, Mannheim. 2025. ClinicalTrials.gov Identifier: NCT06626789

  14. (bozzatello2024metabolicdysfunctionsdysregulation pages 8-9): Paola Bozzatello, Giacomo Marin, Giulio Gabriele, Claudio Brasso, Paola Rocca, and Silvio Bellino. Metabolic dysfunctions, dysregulation of the autonomic nervous system, and echocardiographic parameters in borderline personality disorder: a narrative review. International Journal of Molecular Sciences, 25:12286, Nov 2024. URL: https://doi.org/10.3390/ijms252212286, doi:10.3390/ijms252212286. This article has 10 citations.

  15. (azzam2024borderlinepersonalitydisorder pages 9-10): Saif Azzam, Rahma Almari, Karees Khattab, Ammar Badr, Arwa R Balawi, Rana Haddad, Rawan Almasri, and Giustino Varrassi. Borderline personality disorder: a comprehensive review of current diagnostic practices, treatment modalities, and key controversies. Cureus, Dec 2024. URL: https://doi.org/10.7759/cureus.75893, doi:10.7759/cureus.75893. This article has 11 citations.

  16. (rizzi2024mentalizationbasedtreatment pages 1-2): Endang Rizzi, Jonas Gijs Weijers, Coriene ten Kate, and Jean-Paul Selten. Mentalization based treatment for a broad range of personality disorders: a naturalistic study. BMC Psychiatry, Jun 2024. URL: https://doi.org/10.1186/s12888-024-05865-2, doi:10.1186/s12888-024-05865-2. This article has 10 citations and is from a domain leading peer-reviewed journal.

  17. (NCT07223619 chunk 1): Andrew F. Leuchter. PILOT Phase: BPD Study. University of California, Los Angeles. 2024. ClinicalTrials.gov Identifier: NCT07223619

  18. (NCT06493708 chunk 1): Antonio Vita. Effectiveness of EMDR in Borderline Personality Disorder. Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia. 2024. ClinicalTrials.gov Identifier: NCT06493708

  19. (NCT06882330 chunk 1): Neural Mechanisms of Dialectical Behavioral Therapy in Patients with Borderline Personality Disorder. Masarykova Univerzita. 2020. ClinicalTrials.gov Identifier: NCT06882330

  20. (NCT06882330 chunk 2): Neural Mechanisms of Dialectical Behavioral Therapy in Patients with Borderline Personality Disorder. Masarykova Univerzita. 2020. ClinicalTrials.gov Identifier: NCT06882330

  21. (NCT06759298 chunk 1): Osama Ibrahim Younes. The Effects of Methylphenidate on Symptomatology in Individuals With Borderline Personality Disorder. Tanta University. 2025. ClinicalTrials.gov Identifier: NCT06759298

  22. (NCT07476300 chunk 1): Jenny Gentizon. Pilot Study on Auricular Acupuncture in Hospitalized Adults With Borderline Personality Disorder. Jenny Gentizon. 2026. ClinicalTrials.gov Identifier: NCT07476300

  23. (zheleva2024experiencesofpatients pages 10-15): N Zheleva. Experiences of patients with borderline personality disorder in mentalization based psychoeducation groups: a qualitative study. Unknown journal, 2024.