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1
Mappings
5
Pathophys.
5
Phenotypes
4
Genes
1
Treatments
21
References
1
Deep Research
🔗

Mappings

MONDO
MONDO:0005012 cutaneous melanoma
skos:closeMatch MONDO
Closest MONDO parent term available for metastatic melanoma.

Pathophysiology

5
MAPK-Driven Metastatic Fitness
Activating BRAF and NRAS mutations, together with NF1 loss, sustain MAPK signaling that promotes proliferation, invasion, therapy resistance, and metastatic competence. These drivers remain central even as melanoma cells transition between proliferative and invasive transcriptional states.
MAPK cascade link ↑ INCREASED cell population proliferation link ↑ INCREASED
Show evidence (1 reference)
PMID:40023845 SUPPORT In Vitro
"Hotspot BRAF, hotspot NRAS, and NF1 loss-of-function mutations are found in approximately 50%, 25%, and 15% of cutaneous melanomas, respectively."
This supports the dominant mutational architecture underlying metastatic melanoma biology.
Invasive Plasticity and Migration
Melanoma cells toggle between differentiated and invasive states, enabling tissue invasion, vascular entry, and colonization of distant organs. This phenotype is supported by EMT-like programs even in a non-epithelial lineage and is strongly linked to brain and visceral dissemination.
epithelial to mesenchymal transition link ↑ INCREASED cell migration link ↑ INCREASED positive regulation of cell migration link ↑ INCREASED
PD-L1-Mediated Immune Escape
PD-L1 expression and checkpoint signaling permit metastatic melanoma cells to evade cytotoxic T-cell killing. This immune escape program shapes metastatic site behavior and contributes to heterogeneous responses across cerebral and extracerebral lesions.
negative regulation of immune response link ↑ INCREASED
Show evidence (1 reference)
PMID:25788491 SUPPORT Human Clinical
"Programmed death ligand-1 (PD-L1) tumor expression represents a mechanism of immune escape for melanoma cells."
This directly supports PD-L1-mediated immune evasion in metastatic melanoma.
Brain Metastatic Colonization
Melanoma has marked neurotropism, and brain metastases arise through blood-brain barrier traversal, adaptation to the neural microenvironment, and coordination of targeted and immune resistance programs. Brain lesions are a major cause of neurologic morbidity.
cell migration link ↑ INCREASED
Show evidence (1 reference)
PMID:40609368 SUPPORT Human Clinical
"Melanoma brain metastases (MBM) affect up to 60 % of advanced melanoma cases and are associated with poor prognosis and significant neurologic morbidity."
This supports brain tropism as a defining feature of advanced melanoma.
Angiogenic Support of Distant Lesions
Melanoma metastases require angiogenic remodeling to sustain outgrowth in visceral and cerebral sites, with vascular permeability and local neovascularization supporting both tumor expansion and treatment resistance.
angiogenesis link ↑ INCREASED

Phenotypes

5
Nervous System 2
Headache FREQUENT Headache (HP:0002315)
Seizure OCCASIONAL Seizure (HP:0001250)
Constitutional 2
Bone pain OCCASIONAL Bone pain (HP:0002653)
Fatigue VERY_FREQUENT Fatigue (HP:0012378)
Growth 1
Weight loss FREQUENT Weight loss (HP:0001824)
🧬

Genetic Associations

4
BRAF (Somatic activating mutation)
NRAS (Somatic activating mutation)
NF1 (Somatic loss of function)
PTEN (Somatic loss of function)
💊

Treatments

1
Ipilimumab Plus Nivolumab Checkpoint Blockade
Action: immunotherapy Ontology label: Immunotherapy NCIT:C15262
Agent: nivolumab ipilimumab
Combined CTLA-4 and PD-1 checkpoint blockade is used for metastatic melanoma, including patients with asymptomatic brain metastases, to enhance antitumor T-cell priming and effector activity.
Show evidence (1 reference)
DOI:10.3390/cancers16142559 SUPPORT Human Clinical
"Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM)."
The real-world cohort supports ipilimumab plus nivolumab as a standard systemic immunotherapy option in metastatic melanoma with brain metastases.
🌍

Environmental Factors

1
Ultraviolet radiation exposure
Ultraviolet mutagenesis drives many primary melanomas and establishes the mutational landscape later selected during metastasis.
{ }

Source YAML

click to show
name: Metastatic Melanoma
creation_date: '2026-03-28T21:05:00Z'
updated_date: '2026-05-10T07:56:24Z'
description: >-
  Metastatic melanoma is advanced melanoma with dissemination to distant skin,
  lymph node, lung, liver, bone, and brain sites. The metastatic phenotype is
  strongly shaped by MAPK pathway activation through BRAF, NRAS, and NF1 alterations,
  transcriptional plasticity, immune escape through PD-1/PD-L1 and related checkpoints,
  and pronounced brain tropism in advanced disease.
categories:
- Skin Cancer
- Metastatic Cancer
- Solid Tumor
parents:
- cutaneous melanoma
disease_term:
  preferred_term: metastatic melanoma
  term:
    id: MONDO:0005012
    label: cutaneous melanoma
mappings:
  mondo_mappings:
  - term:
      id: MONDO:0005012
      label: cutaneous melanoma
    mapping_predicate: skos:closeMatch
    mapping_source: MONDO
    mapping_justification: Closest MONDO parent term available for metastatic melanoma.
prevalence:
- population: Advanced melanoma with brain metastasis
  percentage: 60
  notes: Melanoma brain metastases affect up to 60% of advanced melanoma cases.
  evidence:
  - reference: PMID:40609368
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: Melanoma brain metastases (MBM) affect up to 60 % of advanced melanoma cases and are associated with poor prognosis and significant neurologic morbidity.
    explanation: This provides a direct estimate for the burden of brain dissemination in advanced melanoma.
- population: Advanced melanoma treated with nivolumab
  percentage: 34.2
  notes: Estimated 5-year survival in a heavily pretreated advanced melanoma cohort.
  evidence:
  - reference: PMID:31343665
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: Overall survival curves showed estimated 5-year rates of 34.2% among patients with melanoma, 27.7% among patients with RCC, and 15.6% among patients with NSCLC.
    explanation: This provides a 5-year survival benchmark in advanced melanoma.
pathophysiology:
- name: MAPK-Driven Metastatic Fitness
  description: >-
    Activating BRAF and NRAS mutations, together with NF1 loss, sustain MAPK signaling
    that promotes proliferation, invasion, therapy resistance, and metastatic competence.
    These drivers remain central even as melanoma cells transition between proliferative
    and invasive transcriptional states.
  evidence:
  - reference: PMID:40023845
    supports: SUPPORT
    evidence_source: IN_VITRO
    snippet: Hotspot BRAF, hotspot NRAS, and NF1 loss-of-function mutations are found in approximately 50%, 25%, and 15% of cutaneous melanomas, respectively.
    explanation: This supports the dominant mutational architecture underlying metastatic melanoma biology.
  biological_processes:
  - preferred_term: MAPK cascade
    modifier: INCREASED
    term:
      id: GO:0000165
      label: MAPK cascade
  - preferred_term: cell population proliferation
    modifier: INCREASED
    term:
      id: GO:0008283
      label: cell population proliferation
- name: Invasive Plasticity and Migration
  description: >-
    Melanoma cells toggle between differentiated and invasive states, enabling tissue
    invasion, vascular entry, and colonization of distant organs. This phenotype is
    supported by EMT-like programs even in a non-epithelial lineage and is strongly
    linked
    to brain and visceral dissemination.
  biological_processes:
  - preferred_term: epithelial to mesenchymal transition
    modifier: INCREASED
    term:
      id: GO:0001837
      label: epithelial to mesenchymal transition
  - preferred_term: cell migration
    modifier: INCREASED
    term:
      id: GO:0016477
      label: cell migration
  - preferred_term: positive regulation of cell migration
    modifier: INCREASED
    term:
      id: GO:0030335
      label: positive regulation of cell migration
- name: PD-L1-Mediated Immune Escape
  description: >-
    PD-L1 expression and checkpoint signaling permit metastatic melanoma cells to
    evade
    cytotoxic T-cell killing. This immune escape program shapes metastatic site behavior
    and contributes to heterogeneous responses across cerebral and extracerebral lesions.
  evidence:
  - reference: PMID:25788491
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: Programmed death ligand-1 (PD-L1) tumor expression represents a mechanism of immune escape for melanoma cells.
    explanation: This directly supports PD-L1-mediated immune evasion in metastatic melanoma.
  biological_processes:
  - preferred_term: negative regulation of immune response
    modifier: INCREASED
    term:
      id: GO:0050777
      label: negative regulation of immune response
- name: Brain Metastatic Colonization
  description: >-
    Melanoma has marked neurotropism, and brain metastases arise through blood-brain
    barrier
    traversal, adaptation to the neural microenvironment, and coordination of targeted
    and
    immune resistance programs. Brain lesions are a major cause of neurologic morbidity.
  evidence:
  - reference: PMID:40609368
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: Melanoma brain metastases (MBM) affect up to 60 % of advanced melanoma cases and are associated with poor prognosis and significant neurologic morbidity.
    explanation: This supports brain tropism as a defining feature of advanced melanoma.
  biological_processes:
  - preferred_term: cell migration
    modifier: INCREASED
    term:
      id: GO:0016477
      label: cell migration
- name: Angiogenic Support of Distant Lesions
  description: >-
    Melanoma metastases require angiogenic remodeling to sustain outgrowth in visceral
    and
    cerebral sites, with vascular permeability and local neovascularization supporting
    both
    tumor expansion and treatment resistance.
  biological_processes:
  - preferred_term: angiogenesis
    modifier: INCREASED
    term:
      id: GO:0001525
      label: angiogenesis
phenotypes:
- category: Neurologic
  name: Headache
  frequency: FREQUENT
  description: Headache is common in melanoma brain metastases and often reflects edema or intracranial mass effect.
  phenotype_term:
    preferred_term: Headache
    term:
      id: HP:0002315
      label: Headache
- category: Neurologic
  name: Seizure
  frequency: OCCASIONAL
  description: Seizures occur with cortical brain metastases and hemorrhagic lesions.
  phenotype_term:
    preferred_term: Seizure
    term:
      id: HP:0001250
      label: Seizure
- category: Musculoskeletal
  name: Bone pain
  frequency: OCCASIONAL
  description: Bone metastases cause focal pain and skeletal fragility.
  phenotype_term:
    preferred_term: Bone pain
    term:
      id: HP:0002653
      label: Bone pain
- category: Constitutional
  name: Weight loss
  frequency: FREQUENT
  description: Progressive metastatic melanoma often causes systemic weight loss and cachexia.
  phenotype_term:
    preferred_term: Weight loss
    term:
      id: HP:0001824
      label: Weight loss
- category: Constitutional
  name: Fatigue
  frequency: VERY_FREQUENT
  description: Fatigue reflects inflammatory burden, treatment effects, and advanced disease.
  phenotype_term:
    preferred_term: Fatigue
    term:
      id: HP:0012378
      label: Fatigue
genetic:
- name: BRAF
  association: Somatic activating mutation
  notes: BRAF V600 alterations are major drivers of metastatic melanoma and support dependence on MAPK signaling.
- name: NRAS
  association: Somatic activating mutation
  notes: NRAS mutations promote MAPK and PI3K pathway activation and contribute to invasive plasticity.
- name: NF1
  association: Somatic loss of function
  notes: NF1 loss releases RAS signaling and can increase PD-L1 expression and immune evasion.
- name: PTEN
  association: Somatic loss of function
  notes: PTEN loss augments PI3K-AKT signaling and is associated with aggressive metastatic behavior.
environmental:
- name: Ultraviolet radiation exposure
  notes: Ultraviolet mutagenesis drives many primary melanomas and establishes the mutational landscape later selected during metastasis.
notes: >-
  Requested NCIT cross-reference: NCIT:C8925. This entry uses MONDO:0005012
  (cutaneous melanoma) as the structured disease term because the schema
  natively supports MONDO disease mappings. Brain metastasis, PD-L1-mediated
  immune escape, and BRAF/NRAS/NF1 MAPK signaling are dominant features of the
  metastatic state.
treatments:
- name: Ipilimumab Plus Nivolumab Checkpoint Blockade
  description: Combined CTLA-4 and PD-1 checkpoint blockade is used for metastatic melanoma, including patients with asymptomatic brain metastases, to enhance antitumor T-cell priming and effector activity.
  treatment_term:
    preferred_term: immunotherapy
    term:
      id: NCIT:C15262
      label: Immunotherapy
    therapeutic_agent:
    - preferred_term: nivolumab
      term:
        id: NCIT:C68814
        label: Nivolumab
    - preferred_term: ipilimumab
      term:
        id: CHEBI:231679
        label: ipilimumab
  evidence:
  - reference: DOI:10.3390/cancers16142559
    reference_title: Efficacy of Ipilimumab and Nivolumab in Patients with Melanoma and Brain Metastases—A Danish Real-World Cohort
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM).
    explanation: The real-world cohort supports ipilimumab plus nivolumab as a standard systemic immunotherapy option in metastatic melanoma with brain metastases.
references:
- reference: DOI:10.1007/s11060-025-04951-z
  title: Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice
    supporting_text: Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice
- reference: DOI:10.1080/14737159.2024.2347484
  title: 'Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: 'Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios'
    supporting_text: 'Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios'
- reference: DOI:10.1093/noajnl/vdae090.044
  title: IMUN-05 PHASE II STUDY OF NIVOLUMAB (NIVO) IN COMBINATION WITH RELATLIMAB (RELA) IN PATIENTS WITH ACTIVE MELANOMA BRAIN METASTASES (MBM)
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases.
    supporting_text: More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases.
    evidence:
    - reference: DOI:10.1093/noajnl/vdae090.044
      reference_title: IMUN-05 PHASE II STUDY OF NIVOLUMAB (NIVO) IN COMBINATION WITH RELATLIMAB (RELA) IN PATIENTS WITH ACTIVE MELANOMA BRAIN METASTASES (MBM)
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.1097/cm9.0000000000003416
  title: Recent global patterns in skin cancer incidence, mortality, and prevalence
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases.
    supporting_text: Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases.
    evidence:
    - reference: DOI:10.1097/cm9.0000000000003416
      reference_title: Recent global patterns in skin cancer incidence, mortality, and prevalence
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.1097/cmr.0000000000000959
  title: Global trends in cutaneous malignant melanoma incidence and mortality
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries.
    supporting_text: Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries.
    evidence:
    - reference: DOI:10.1097/cmr.0000000000000959
      reference_title: Global trends in cutaneous malignant melanoma incidence and mortality
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.1186/s12885-024-12426-z
  title: Patterns and trends in melanoma mortality in the United States, 1999–2020
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades.
    supporting_text: Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades.
    evidence:
    - reference: DOI:10.1186/s12885-024-12426-z
      reference_title: Patterns and trends in melanoma mortality in the United States, 1999–2020
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.1371/journal.pgen.1007589
  title: Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis
    supporting_text: Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis
- reference: DOI:10.20517/cdr.2023.150
  title: Current knowledge about immunotherapy resistance for melanoma and potential predictive and prognostic biomarkers
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma.
    supporting_text: Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma.
    evidence:
    - reference: DOI:10.20517/cdr.2023.150
      reference_title: Current knowledge about immunotherapy resistance for melanoma and potential predictive and prognostic biomarkers
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.20517/cdr.2024.54
  title: Exploring resistance to immune checkpoint inhibitors and targeted therapies in melanoma
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years.
    supporting_text: Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years.
    evidence:
    - reference: DOI:10.20517/cdr.2024.54
      reference_title: Exploring resistance to immune checkpoint inhibitors and targeted therapies in melanoma
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3389/fimmu.2024.1520441
  title: 'The prognostic value of circulating tumor DNA in malignant melanoma patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load.
    supporting_text: Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load.
    evidence:
    - reference: DOI:10.3389/fimmu.2024.1520441
      reference_title: 'The prognostic value of circulating tumor DNA in malignant melanoma patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis'
      supports: SUPPORT
      evidence_source: OTHER
      snippet: Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3389/fonc.2024.1512942
  title: Global, regional, and national burden of cutaneous malignant melanoma from 1990 to 2021 and prediction to 2045
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Cutaneous Malignant Melanoma (CMM) is a significant global health challenge.
    supporting_text: Cutaneous Malignant Melanoma (CMM) is a significant global health challenge.
    evidence:
    - reference: DOI:10.3389/fonc.2024.1512942
      reference_title: Global, regional, and national burden of cutaneous malignant melanoma from 1990 to 2021 and prediction to 2045
      supports: SUPPORT
      evidence_source: COMPUTATIONAL
      snippet: Cutaneous Malignant Melanoma (CMM) is a significant global health challenge.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/biom15020269
  title: Mechanisms of Resistance to Anti-PD-1 Immunotherapy in Melanoma and Strategies to Overcome It
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms.
    supporting_text: Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms.
    evidence:
    - reference: DOI:10.3390/biom15020269
      reference_title: Mechanisms of Resistance to Anti-PD-1 Immunotherapy in Melanoma and Strategies to Overcome It
      supports: SUPPORT
      evidence_source: OTHER
      snippet: Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/biomedicines13010225
  title: Advances in Immunotherapy and Targeted Therapy of Malignant Melanoma
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes.
    supporting_text: Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes.
    evidence:
    - reference: DOI:10.3390/biomedicines13010225
      reference_title: Advances in Immunotherapy and Targeted Therapy of Malignant Melanoma
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cancers15123224
  title: New Approaches to Targeted Therapy in Melanoma
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies.
    supporting_text: It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies.
    evidence:
    - reference: DOI:10.3390/cancers15123224
      reference_title: New Approaches to Targeted Therapy in Melanoma
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cancers16010101
  title: 'Predictive Factors in Metastatic Melanoma Treated with Immune Checkpoint Inhibitors: From Clinical Practice to Future Perspective'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma.
    supporting_text: The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma.
    evidence:
    - reference: DOI:10.3390/cancers16010101
      reference_title: 'Predictive Factors in Metastatic Melanoma Treated with Immune Checkpoint Inhibitors: From Clinical Practice to Future Perspective'
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cancers16081571
  title: 'Current State of Melanoma Therapy and Next Steps: Battling Therapeutic Resistance'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs.
    supporting_text: Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs.
    evidence:
    - reference: DOI:10.3390/cancers16081571
      reference_title: 'Current State of Melanoma Therapy and Next Steps: Battling Therapeutic Resistance'
      supports: SUPPORT
      evidence_source: OTHER
      snippet: Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cancers16142559
  title: Efficacy of Ipilimumab and Nivolumab in Patients with Melanoma and Brain Metastases—A Danish Real-World Cohort
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM).
    supporting_text: Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM).
    evidence:
    - reference: DOI:10.3390/cancers16142559
      reference_title: Efficacy of Ipilimumab and Nivolumab in Patients with Melanoma and Brain Metastases—A Danish Real-World Cohort
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM).
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cancers18030382
  title: 'Drug Therapy for Melanoma: Current Updates and Future Prospects'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies.
    supporting_text: Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies.
    evidence:
    - reference: DOI:10.3390/cancers18030382
      reference_title: 'Drug Therapy for Melanoma: Current Updates and Future Prospects'
      supports: SUPPORT
      evidence_source: OTHER
      snippet: Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/cells13161383
  title: Molecular Susceptibility and Treatment Challenges in Melanoma
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors.
    supporting_text: Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors.
    evidence:
    - reference: DOI:10.3390/cells13161383
      reference_title: Molecular Susceptibility and Treatment Challenges in Melanoma
      supports: SUPPORT
      evidence_source: OTHER
      snippet: Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3390/ijms251810120
  title: 'Immune Checkpoint Inhibitor Therapy for Metastatic Melanoma: What Should We Focus on to Improve the Clinical Outcomes?'
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma.
    supporting_text: Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma.
    evidence:
    - reference: DOI:10.3390/ijms251810120
      reference_title: 'Immune Checkpoint Inhibitor Therapy for Metastatic Melanoma: What Should We Focus on to Improve the Clinical Outcomes?'
      supports: SUPPORT
      evidence_source: HUMAN_CLINICAL
      snippet: Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma.
      explanation: Deep research cited this publication as relevant literature for Metastatic Melanoma.
- reference: DOI:10.3892/mi.2024.137
  title: Immune checkpoint inhibitors in metastatic melanoma therapy (Review)
  found_in:
  - Metastatic_Melanoma-deep-research-falcon.md
  findings:
  - statement: Immune checkpoint inhibitors in metastatic melanoma therapy (Review)
    supporting_text: Immune checkpoint inhibitors in metastatic melanoma therapy (Review)
📚

References & Deep Research

References

21
Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice
1 finding
Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice
"Timing of brain metastases in relation to outcome during first-line ipilimumab plus nivolumab therapy for metastatic melanoma in a community oncology practice"
Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios
1 finding
Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios
"Prognostic biomarkers in melanoma: a 2023 update from clinical trials in different therapeutic scenarios"
IMUN-05 PHASE II STUDY OF NIVOLUMAB (NIVO) IN COMBINATION WITH RELATLIMAB (RELA) IN PATIENTS WITH ACTIVE MELANOMA BRAIN METASTASES (MBM)
1 finding
More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases.
"More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases."
Show evidence (1 reference)
DOI:10.1093/noajnl/vdae090.044 SUPPORT Human Clinical
"More than half of patients diagnosed with metastatic melanoma (MM) will develop brain metastases."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Recent global patterns in skin cancer incidence, mortality, and prevalence
1 finding
Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases.
"Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases."
Show evidence (1 reference)
DOI:10.1097/cm9.0000000000003416 SUPPORT Human Clinical
"Skin cancer is a common skin disease whose incidence and mortality rates have been showing yearly increases."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Global trends in cutaneous malignant melanoma incidence and mortality
1 finding
Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries.
"Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries."
Show evidence (1 reference)
DOI:10.1097/cmr.0000000000000959 SUPPORT Human Clinical
"Mortality from cutaneous malignant melanoma (CMM) increased in the past, but trends have been favorable in more recent years in many high-income countries."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Patterns and trends in melanoma mortality in the United States, 1999–2020
1 finding
Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades.
"Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades."
Show evidence (1 reference)
DOI:10.1186/s12885-024-12426-z SUPPORT Human Clinical
"Melanoma, a deadly form of skin cancer, has witnessed a notable increase in incidence over the past decades."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis
1 finding
Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis
"Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis"
Current knowledge about immunotherapy resistance for melanoma and potential predictive and prognostic biomarkers
1 finding
Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma.
"Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma."
Show evidence (1 reference)
DOI:10.20517/cdr.2023.150 SUPPORT Human Clinical
"Melanoma still reaches thousands of new diagnoses per year, and its aggressiveness makes recovery challenging, especially for those with stage III/IV unresectable melanoma."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Exploring resistance to immune checkpoint inhibitors and targeted therapies in melanoma
1 finding
Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years.
"Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years."
Show evidence (1 reference)
DOI:10.20517/cdr.2024.54 SUPPORT Human Clinical
"Melanoma is the most aggressive form of skin cancer, characterized by a poor prognosis, and its incidence has risen rapidly over the past 30 years."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
The prognostic value of circulating tumor DNA in malignant melanoma patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis
1 finding
Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load.
"Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load."
Show evidence (1 reference)
"Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Global, regional, and national burden of cutaneous malignant melanoma from 1990 to 2021 and prediction to 2045
1 finding
Cutaneous Malignant Melanoma (CMM) is a significant global health challenge.
"Cutaneous Malignant Melanoma (CMM) is a significant global health challenge."
Show evidence (1 reference)
DOI:10.3389/fonc.2024.1512942 SUPPORT Computational
"Cutaneous Malignant Melanoma (CMM) is a significant global health challenge."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Mechanisms of Resistance to Anti-PD-1 Immunotherapy in Melanoma and Strategies to Overcome It
1 finding
Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms.
"Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms."
Show evidence (1 reference)
DOI:10.3390/biom15020269 SUPPORT Other
"Resistance to anti-PD-1 therapy in melanoma remains a major obstacle in achieving effective and durable treatment outcomes, highlighting the need to understand and address the underlying mechanisms."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Advances in Immunotherapy and Targeted Therapy of Malignant Melanoma
1 finding
Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes.
"Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes."
Show evidence (1 reference)
DOI:10.3390/biomedicines13010225 SUPPORT Human Clinical
"Malignant melanoma (MM) is a malignant tumor, resulting from mutations in melanocytes of the skin and mucous membranes."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
New Approaches to Targeted Therapy in Melanoma
1 finding
It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies.
"It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies."
Show evidence (1 reference)
DOI:10.3390/cancers15123224 SUPPORT Human Clinical
"It was just slightly more than a decade ago when metastatic melanoma carried a dismal prognosis with few, if any, effective therapies."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Predictive Factors in Metastatic Melanoma Treated with Immune Checkpoint Inhibitors: From Clinical Practice to Future Perspective
1 finding
The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma.
"The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma."
Show evidence (1 reference)
DOI:10.3390/cancers16010101 SUPPORT Human Clinical
"The introduction of immunotherapy revolutionized the treatment landscape in metastatic melanoma."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Current State of Melanoma Therapy and Next Steps: Battling Therapeutic Resistance
1 finding
Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs.
"Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs."
Show evidence (1 reference)
"Melanoma is the most aggressive and deadly form of skin cancer due to its high propensity to metastasize to distant organs."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Efficacy of Ipilimumab and Nivolumab in Patients with Melanoma and Brain Metastases—A Danish Real-World Cohort
1 finding
Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM).
"Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM)."
Show evidence (1 reference)
DOI:10.3390/cancers16142559 SUPPORT Human Clinical
"Combination immunotherapy using ipilimumab/nivolumab is the golden standard treatment for patients with melanoma and asymptomatic brain metastases (MBM)."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Drug Therapy for Melanoma: Current Updates and Future Prospects
1 finding
Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies.
"Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies."
Show evidence (1 reference)
"Melanoma was once considered ‘incurable’; however, drug therapy for the condition has dramatically transformed with the advent of immune checkpoint inhibitors and molecular targeted therapies."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Molecular Susceptibility and Treatment Challenges in Melanoma
1 finding
Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors.
"Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors."
Show evidence (1 reference)
"Melanoma is the most aggressive subtype of cancer, with a higher propensity to spread compared to most solid tumors."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Immune Checkpoint Inhibitor Therapy for Metastatic Melanoma: What Should We Focus on to Improve the Clinical Outcomes?
1 finding
Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma.
"Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma."
Show evidence (1 reference)
DOI:10.3390/ijms251810120 SUPPORT Human Clinical
"Immune checkpoint inhibitors (ICIs) have transformed cancer treatment by enhancing anti-tumour immune responses, demonstrating significant efficacy in various malignancies, including melanoma."
Deep research cited this publication as relevant literature for Metastatic Melanoma.
Immune checkpoint inhibitors in metastatic melanoma therapy (Review)
1 finding
Immune checkpoint inhibitors in metastatic melanoma therapy (Review)
"Immune checkpoint inhibitors in metastatic melanoma therapy (Review)"

Deep Research

1
Falcon
1. Disease Information (definition and current understanding)
Edison Scientific Literature 56 citations 2026-05-10T00:56:22.813469

1. Disease Information (definition and current understanding)

Definition/overview. Melanoma is a malignant neoplasm arising from melanocytes; metastatic melanoma refers to melanoma that has disseminated beyond the primary site/regional basin to distant organs (stage IV in common staging usage), or clinically “advanced/unresectable” disease requiring systemic therapy (wang2025advancesinimmunotherapy pages 1-2, datzmann2021implementationandeffectiveness pages 2-3). Metastatic disease commonly involves lung, liver, brain, lymph nodes, and bone (wang2025advancesinimmunotherapy pages 1-2). Historically, metastatic melanoma had extremely poor survival prior to modern systemic therapies (poletto2023predictivefactorsin pages 1-2, shah2024immunecheckpointinhibitors pages 1-2).

Key concept: treatment eras. Multiple 2023–2024 sources emphasize a treatment‑era shift: before immune checkpoint inhibitors (ICIs) and modern targeted therapy, median overall survival (OS) was ~6 months; contemporary regimens can yield multi‑year median OS and long‑term survival in a substantial fraction of patients (poletto2023predictivefactorsin pages 1-2, jalil2024exploringresistanceto pages 1-3).

Direct abstract quotes supporting key concepts (examples). - From a 2024 ICI‑focused review: “However, over 50% of patients experience limited or no response to ICI therapy. Resistance to ICIs is influenced by a complex interplay of tumour intrinsic and extrinsic factors.” (Hossain et al., 2024; https://doi.org/10.3390/ijms251810120) (hossain2024immunecheckpointinhibitor pages 1-2) - From a 2024 resistance review: metastatic melanoma survival “below 5%” historically, shifting to “over 50%” 5‑year survival in the modern era, with ~50% not responding or relapsing (Jalil et al., 2024; https://doi.org/10.20517/cdr.2024.54) (jalil2024exploringresistanceto pages 1-3)


2. Etiology

2.1 Disease causal factors (mechanistic and environmental)

UV radiation as dominant environmental carcinogen. Contemporary epidemiologic reviews identify ultraviolet radiation exposure as the key risk factor for cutaneous malignant melanoma, with additional contributions from phenotype and behavioral exposure patterns (sunburns, indoor tanning) (pinto2024globaltrendsin pages 7-11). Mechanistically, UV can generate DNA damage (e.g., thymine dimers), while melanin is protective via UV absorption and free‑radical scavenging (wang2025recentglobalpatterns pages 1-2).

2.2 Risk factors (genetic and environmental)

Environmental/host risk factors (population literature). Risk factors highlighted in 2024 global trend and 2024 US mortality analyses include: UV exposure (strongest), fair skin phenotype and sun sensitivity, high nevus count/dysplastic nevi, family/personal history, immunosuppression, and indoor tanning (pinto2024globaltrendsin pages 7-11, didier2024patternsandtrends pages 1-2). Ozone depletion and geography influence UV exposure and melanoma burden (pinto2024globaltrendsin pages 7-11).

Genetic susceptibility / molecular predisposition (tumor drivers). Metastatic melanoma biology is strongly shaped by somatic driver alterations that activate the MAPK pathway. Reviews cite BRAFV600 mutations in ~40–50% of cutaneous melanomas, enabling BRAF/MEK targeted therapy (fernandez2023newapproachesto pages 1-3, jalil2024exploringresistanceto pages 1-3).

2.3 Protective factors

Protective pigmentation context. Higher melanin levels reduce UV penetration and associated damage; lower melanin in lighter-skinned individuals increases melanoma risk (wang2025recentglobalpatterns pages 1-2). (Specific quantified effect sizes for sunscreen or behavioral interventions were not retrieved in current tool evidence.)

2.4 Gene–environment interactions

The retrieved evidence supports a conceptual model in which UV exposure induces DNA damage and mutational/neoantigen landscapes that influence immune recognition and response to immunotherapy (high mutational burden is repeatedly discussed as a predictor of ICI response), linking environmental carcinogenesis to immunotherapy sensitivity (kato2026drugtherapyfor pages 3-4, roccuzzo2024prognosticbiomarkersin pages 3-4). (Specific GxE loci/effect sizes were not retrieved in current tool evidence.)


3. Phenotypes (clinical presentation and metastatic patterns)

3.1 Core metastatic phenotypes and clinical manifestations

Metastatic dissemination sites. Advanced melanoma commonly metastasizes to lung, liver, brain, lymph nodes, and bone (wang2025advancesinimmunotherapy pages 1-2). Brain metastases are frequent; one real‑world community series observed brain metastases in 27.4% (20/73) during first‑line ipilimumab+nivolumab management, and the paper reiterates historical estimates of very high lifetime risk in metastatic melanoma (ong2025timingofbrain pages 1-2, ong2025timingofbrain pages 4-5).

Treatment-related phenotypes (immune-related toxicities). Combination ICI improves efficacy but increases high‑grade toxicity, a recurring expert theme in 2023–2024 reviews (hossain2024immunecheckpointinhibitor pages 1-2). In a Danish real‑world cohort of asymptomatic melanoma brain metastases treated with ipilimumab+nivolumab, 35.4% discontinued due to grade 3–4 adverse events (kattenhøj2024efficacyofipilimumab pages 4-6).

3.2 Phenotype ontology suggestions (HPO)

Because phenotype frequency tables were not retrieved from dedicated phenotype resources (HPO/Orphanet/OMIM) in the tool context, the following HPO term suggestions are plausible mappings for knowledge‑base structuring (not asserted as comprehensive): - Brain metastasis: Metastatic neoplasm (HP:0030972) + site qualifiers; consider custom mapping to “brain metastasis” if available in HPO extensions. - Liver metastasis: Metastatic neoplasm (HP:0030972) with liver localization. - Elevated LDH: Increased circulating lactate dehydrogenase concentration (HPO term exists in many HPO builds; exact ID not retrieved here). - Cutaneous/subcutaneous metastases: Subcutaneous nodule (HP:0012126) (as an approximation).

(For a production knowledge base, direct HPO lookups are recommended; not possible in this run due to tool limitations.)


4. Genetic / Molecular Information

4.1 Key causal/driver genes (somatic; actionable in practice)

MAPK pathway driver alterations. Reviews consistently emphasize MAPK pathway activation as central. Key genes/targets implicated in metastatic melanoma and therapy selection include BRAF, MAP2K1/2 (MEK1/2), and NRAS; immune checkpoint targets include PDCD1 (PD‑1) and CTLA4 (OpenTargets Search: metastatic melanoma, fernandez2023newapproachesto pages 1-3). BRAF alterations are the most established predictive biomarker for targeted therapy selection (fernandez2023newapproachesto pages 1-3).

4.2 Pathogenic variants / variant classes (summary)

  • BRAF V600 (e.g., V600E/K) activating substitutions: common actionable somatic driver; supports BRAF inhibitor + MEK inhibitor combinations (fernandez2023newapproachesto pages 1-3, fateeva2024currentstateof pages 5-6).
  • NF1 loss / PTEN inactivation: associated with pathway rewiring and resistance mechanisms (MAPK reactivation, PI3K–AKT activation), discussed as contributors to therapy resistance (kolathur2024molecularsusceptibilityand pages 13-15).

(Allele frequencies in population databases and ClinVar/ACMG germline classifications were not retrieved in current evidence. For metastatic melanoma, most clinical decision-making is based on somatic tumor profiling.)

4.3 Biomarkers (tumor and circulating)

Tumor mutational burden (TMB), PD‑L1, and IFN‑γ signatures. A 2024 biomarker review highlights TMB, PD‑L1 expression, and IFN‑γ signature as promising correlates of improved response in melanoma trials (roccuzzo2024prognosticbiomarkersin pages 3-4). Another 2023 review frames biomarkers across host/immune/tumor categories and emphasizes LDH/CRP/ctDNA plus inflammatory signatures (poletto2023predictivefactorsin pages 1-2).

Circulating tumor DNA (ctDNA). A meta‑analysis including 1,063 melanoma patients treated with ICIs (literature through Aug 15, 2024) found detectable ctDNA was associated with substantially worse outcomes: - Pretreatment detectable ctDNA: OS HR 3.19; PFS HR 2.08. - On‑treatment detectable ctDNA: OS HR 4.57; PFS HR 3.79. (liu2025theprognosticvalue pages 1-2)


5. Mechanism / Pathophysiology

5.1 Causal chains (from initiating factors to metastatic disease)

1) UV exposure / DNA damage → mutational accumulation → oncogenic signaling activation (MAPK pathway via BRAF/NRAS/NF1 alterations) → melanocyte transformation and tumor progression (wang2025recentglobalpatterns pages 1-2, fernandez2023newapproachesto pages 1-3). 2) Tumor evolution and microenvironmental shaping → immune escape (PD‑1/PD‑L1 axis, CTLA‑4 mediated suppression, myeloid-driven immunosuppression) → metastatic progression and therapeutic resistance (song2024currentknowledgeabout pages 1-3, zielinska2025mechanismsofresistance pages 8-9).

5.2 Major pathways and processes

MAPK pathway (RAS–RAF–MEK–ERK). Central melanoma growth and survival pathway; BRAF mutations enable targeted inhibitors. Acquired resistance often involves MAPK reactivation (fateeva2024currentstateof pages 5-6).

PI3K–AKT pathway bypass and crosstalk. Resistance and survival can be supported by PI3K–AKT signaling; NF1/PTEN alterations are discussed as enabling this bypass and contributing to targeted therapy resistance (kolathur2024molecularsusceptibilityand pages 13-15, kato2026drugtherapyfor pages 3-4).

Immune evasion and TME suppression. Resistance to anti‑PD‑1 can be mediated by suppressive TME cell types (Tregs, TAMs, MDSCs), suppressive cytokines (IL‑10, TGF‑β), nutrient depletion (arginine/tryptophan), hypoxia/acidity, and IDO‑mediated tryptophan catabolism (zielinska2025mechanismsofresistance pages 8-9). Microbiome influences anti‑PD‑1 response, with some taxa associated with enhanced dendritic cell activity (zielinska2025mechanismsofresistance pages 8-9).

Visual evidence (treatment landscape and resistance). Fateeva et al. (2024) provide a schematic overview of FDA‑approved advanced melanoma therapies (ICIs and targeted BRAF/MEK agents) and a separate figure outlining targeted‑therapy resistance mechanisms including MAPK reactivation/bypass (fateeva2024currentstateof media 7006da46, fateeva2024currentstateof media e15bcd35).

5.3 Ontology suggestions

  • GO biological process (examples): MAPK cascade; regulation of T cell activation; antigen processing and presentation; interferon‑gamma signaling; leukocyte chemotaxis; epithelial–mesenchymal transition-like programs / dedifferentiation (the latter is discussed conceptually in resistance literature but not quantified in extracted evidence).
  • CL cell types (examples): CD8+ T cell; regulatory T cell; tumor-associated macrophage; myeloid-derived suppressor cell; dendritic cell.

6. Anatomical Structures Affected

Organ-level metastatic targets. Lung, liver, brain, lymph nodes, bone are repeatedly cited common metastatic destinations (wang2025advancesinimmunotherapy pages 1-2). Brain metastasis is clinically prominent and a major determinant of management strategy (kattenhøj2024efficacyofipilimumab pages 1-2).

UBERON suggestions (examples; IDs not retrieved here): skin; lymph node; brain; liver; lung; bone.


7. Temporal Development (onset and progression)

Staging concept. Real-world cohort definitions tie distant metastatic codes (C78/C79) to UICC/AJCC stage IV, and locoregional metastases (C77) to stage III in study classification (datzmann2021implementationandeffectiveness pages 2-3). Clinically, metastatic melanoma may present synchronously with initial diagnosis or metachronously (subsequent metastasis), as operationalized in registry analyses (datzmann2021implementationandeffectiveness pages 2-3).

Brain metastasis timing. In a community cohort on first‑line ipilimumab+nivolumab, delayed brain metastases were uncommon (6/59) and occurred within 15 months, with poor outcomes (ong2025timingofbrain pages 1-2).


8. Inheritance and Population (epidemiology)

8.1 Global burden statistics (recent)

  • GLOBOCAN 2022: 331,722 new melanoma cases and ~58,667 deaths globally; incidence highest in Oceania/North America/Europe (wang2025recentglobalpatterns pages 1-2).
  • GBD 2021 melanoma prevalence trend: global cutaneous malignant melanoma prevalence 833,215 (2021), a 161.3% increase since 1990; ASPR 25.37/100,000; ASMR 0.73/100,000; DALYs 1,678,836 (liu2024globalregionaland pages 1-2).

8.2 US mortality trends (population disparities)

US CDC WONDER analysis (1999–2020): 184,416 melanoma deaths; age‑adjusted mortality declined from 2.7 to 2.0 per 100,000, with higher mortality in men and older adults; rural populations had higher mortality than urban/suburban (didier2024patternsandtrends pages 1-2).


9. Diagnostics

Standard-of-care diagnosis (high-level). The tool evidence set in this run did not include dedicated pathology/imaging guideline documents; therefore, detailed diagnostic criteria, histopathologic and immunohistochemical panels, and radiology protocols are not exhaustively enumerated here.

Real-world implementation signal (testing/monitoring). Danish national practice for melanoma brain metastases in a registry cohort used MRI for intracranial response and PET/CT for systemic disease at ~12-week intervals during early follow-up, consistent with high-intensity monitoring in advanced melanoma care (kattenhøj2024efficacyofipilimumab pages 4-6).

Biomarker testing. BRAF mutation status is described as a key predictive biomarker for therapy selection; TMB is described as controversial; ctDNA is emerging as prognostic/monitoring biomarker with meta-analytic hazard ratios (fernandez2023newapproachesto pages 1-3, liu2025theprognosticvalue pages 1-2).


10. Outcome / Prognosis

10.1 Survival improvement with modern systemic therapy

A 2023 review summarizes historical and modern outcomes: - Pre‑modern era: metastatic melanoma median OS ~6 months (poletto2023predictivefactorsin pages 1-2). - Anti‑PD‑1 monotherapy: ORR 42–45%; median OS ~3 years (poletto2023predictivefactorsin pages 1-2). - Nivolumab + ipilimumab: ORR 58%; median OS 72.1 months (poletto2023predictivefactorsin pages 1-2). A 2024 resistance review cites CheckMate‑067 long‑term data: median OS 72.1 months and 6.5‑year survival 56% (jalil2024exploringresistanceto pages 1-3).

10.2 Prognostic biomarkers (recent quantitative examples)

LDH risk stratification. A 2024 biomarker review reports dramatic stratification by LDH: LDH <2×ULN associated with 1‑year PFS 68% and OS 90%, whereas LDH ≥2×ULN shows 1‑year PFS 8% and OS 40% (roccuzzo2024prognosticbiomarkersin pages 3-4).

ctDNA hazard ratios. Detectable ctDNA is associated with markedly worse OS and PFS both pre‑treatment and during ICI therapy (liu2025theprognosticvalue pages 1-2).


11. Treatment (current applications, real-world implementation, and recent developments)

11.1 Current standard systemic modalities

Immune checkpoint inhibitors (ICIs). ICIs target CTLA‑4 and PD‑1/PD‑L1 (and newer targets such as LAG‑3) to restore anti-tumor T cell activity (shah2024immunecheckpointinhibitors pages 1-2, hossain2024immunecheckpointinhibitor pages 1-2). Combination strategies improve efficacy but can increase toxicity (hossain2024immunecheckpointinhibitor pages 1-2).

Targeted therapy for BRAF‑mutant melanoma. BRAF inhibitors plus MEK inhibitors improve response and survival versus earlier approaches but are limited by resistance (often within months) and toxicity (fateeva2024currentstateof pages 5-6).

Visual summary of therapy classes. Fateeva et al. (2024) figure depicts FDA-approved advanced melanoma therapies across ICI classes and BRAF/MEK targeted agents (fateeva2024currentstateof media 7006da46).

11.2 Brain metastases management (real-world and trial data)

Real-world outcomes with ipilimumab+nivolumab in asymptomatic melanoma brain metastases. Danish registry cohort (n=79) first‑line ipilimumab+nivolumab: ORR 46.9%, CR 16.5%, 6‑month PFS 53.5%, median PFS 6.5 months, median OS not reached at 5 years (kattenhøj2024efficacyofipilimumab pages 1-2).

Trial benchmark and emerging combinations. A 2024 Neuro-Oncology Advances abstract cites CheckMate 204 intracranial response 54% with ipilimumab+nivolumab and grade 3/4 TRAEs 55%, and early phase II data for nivolumab+relatlimab in brain metastases (intracranial response 43% in first 8 patients; grade 3 TRAEs 12%) (phillips2024imun05phaseii pages 1-1).

11.3 Emerging/ongoing clinical trials (real-world implementation readiness)

ClinicalTrials.gov records provide structured evidence for near-term implementations: - RELATIVITY-047 (NCT03470922): relatlimab+nivolumab vs nivolumab, Phase 2/3; primary endpoint PFS by blinded review; includes biomarker tissue requirements; excludes active brain metastases (NCT03470922 chunk 1). - RELATIVITY-127 (NCT05625399): SC vs IV nivolumab+relatlimab FDC, Phase 3; primary endpoints pharmacokinetics with key clinical endpoints including ORR/PFS/OS and QoL (FACT‑MS) (NCT05625399 chunk 1). - TILVANCE-301 / IOV-MEL-301 (NCT05727904): autologous TIL therapy lifileucel + pembrolizumab vs pembrolizumab, Phase 3; primary endpoints ORR and PFS; includes optional crossover to lifileucel upon progression (NCT05727904 chunk 1).

11.4 Treatment ontology suggestions (MAXO; examples)

  • Immune checkpoint inhibitor therapy; anti‑PD‑1 therapy; anti‑CTLA‑4 therapy; anti‑LAG‑3 therapy; BRAF inhibitor therapy; MEK inhibitor therapy; adoptive T cell therapy / tumor‑infiltrating lymphocyte therapy; stereotactic radiosurgery (for brain metastases) (therapy modalities discussed across sources) (fateeva2024currentstateof media 7006da46, NCT05727904 chunk 1).

12. Prevention

Primary prevention. Global trend analyses emphasize UV exposure as the primary modifiable risk factor and connect prevention (sun protection) and early detection to mortality declines in high-income regions (e.g., Australia) (pinto2024globaltrendsin pages 1-2, pinto2024globaltrendsin pages 7-11).

Secondary prevention/early detection. The global trends review highlights early diagnosis (including dermoscopy and ABCD rule awareness) as contributors to improved outcomes and mortality reductions (pinto2024globaltrendsin pages 7-11).

(Quantified effect sizes for specific screening programs or sunscreen interventions were not retrieved in the current tool evidence.)


13. Other Species / Natural Disease

Canine melanoma as a comparative model. Integrated comparative genomic analysis of canine malignant melanoma identifies recurrent somatic alterations (e.g., truncating PTPRJ mutations ~19%; RAS mutations ~24%; TP53 mutations ~19%; MDM2 amplifications ~24%), with noted differences such as absent BRAF mutations and low UV mutational signatures, supporting comparative modeling for BRAF‑wild-type/sun‑shielded melanoma subtypes (Hendricks et al., 2018; https://doi.org/10.1371/journal.pgen.1007589) (pqac-000000?? not retrieved in evidence extraction in this run; paper text present but not gathered into evidence snippets).

Because full evidence snippets were not extracted for this section in the current run, cross‑species claims should be treated as incomplete.


14. Model Organisms and Experimental Models

The current tool evidence set did not include dedicated model-organism or cell-line methodological reviews for metastatic melanoma; thus only high-level, commonly used systems are listed as non‑exhaustive: genetically engineered mouse models (BRAF/NRAS-driven), xenografts/PDX, syngeneic mouse melanoma lines, and TIL/immune co-culture systems. For a knowledge base, these should be populated using model‑system databases (MGI/IMSR/Cellosaurus) and primary experimental papers.


Consolidated quantitative reference table

Domain Finding Numeric value(s) Source (first author year) URL Evidence ID
Epidemiology/Burden Global melanoma incidence and deaths (GLOBOCAN 2022) 331,722 new melanoma cases; ~58,667 deaths worldwide Wang 2025 https://doi.org/10.1097/cm9.0000000000003416 (wang2025recentglobalpatterns pages 1-2)
Epidemiology/Burden Global cutaneous malignant melanoma burden (GBD 2021) Prevalence 833,215 cases in 2021; ASPR 25.37/100,000; ASMR 0.73/100,000; DALYs 1,678,836 Liu 2024 https://doi.org/10.3389/fonc.2024.1512942 (liu2024globalregionaland pages 1-2)
Epidemiology/Burden US melanoma mortality trend, 1999–2020 184,416 deaths; age-adjusted mortality rate declined 2.7 to 2.0/100,000; APC -1.3%/year; after 2013 non-Hispanic White AAMR -6.1%/year Didier 2024 https://doi.org/10.1186/s12885-024-12426-z (didier2024patternsandtrends pages 1-2)
Therapy Outcomes Historical metastatic melanoma prognosis before modern therapy Median OS ~6 months; 1-year OS ~25% Shah 2024 https://doi.org/10.3892/mi.2024.137 (shah2024immunecheckpointinhibitors pages 1-2)
Therapy Outcomes Historical metastatic melanoma prognosis before 2011 Median OS about 6 months Poletto 2023 https://doi.org/10.3390/cancers16010101 (poletto2023predictivefactorsin pages 1-2)
Therapy Outcomes Anti-PD-1 monotherapy outcomes in metastatic melanoma ORR 42–45%; median PFS 4.6–8.4 months; median OS around 3 years Poletto 2023 https://doi.org/10.3390/cancers16010101 (poletto2023predictivefactorsin pages 1-2)
Therapy Outcomes Nivolumab + ipilimumab combination outcomes ORR 58%; median PFS 11.5 months; median OS 72.1 months Poletto 2023 https://doi.org/10.3390/cancers16010101 (poletto2023predictivefactorsin pages 1-2)
Therapy Outcomes Nivolumab + ipilimumab long-term survival 6.5-year survival rate 56% Jalil 2024 https://doi.org/10.20517/cdr.2024.54 (jalil2024exploringresistanceto pages 1-3)
Therapy Outcomes BRAF+MEK targeted therapy outcomes in advanced melanoma Overall response and survival rates increased to 50–70%; progression often after 6–7 months with single-agent BRAFi Fateeva 2024 https://doi.org/10.3390/cancers16081571 (fateeva2024currentstateof pages 5-6)
Therapy Outcomes Real-world asymptomatic melanoma brain metastases treated first-line with ipi+nivo ORR 46.9%; CR 16.5%; 6-month PFS 53.5%; median PFS 6.5 months; median OS not reached at 5 years Kattenhøj 2024 https://doi.org/10.3390/cancers16142559 (kattenhøj2024efficacyofipilimumab pages 1-2)
Therapy Outcomes ctDNA prognostic impact before ICI OS HR 3.19 (95% CI 2.22–4.58); PFS HR 2.08 (95% CI 1.61–2.69) for detectable pretreatment ctDNA Liu 2025 https://doi.org/10.3389/fimmu.2024.1520441 (liu2025theprognosticvalue pages 1-2)
Therapy Outcomes ctDNA prognostic impact during ICI OS HR 4.57 (95% CI 3.03–6.91); PFS HR 3.79 (95% CI 2.13–6.75) for detectable on-treatment ctDNA Liu 2025 https://doi.org/10.3389/fimmu.2024.1520441 (liu2025theprognosticvalue pages 1-2)
Therapy Outcomes LDH-stratified survival with metastatic melanoma therapy LDH <2x ULN: 1-year PFS 68%, OS 90%; 2-year PFS 46%, OS 75%. LDH ≥2x ULN: 1-year PFS 8%, OS 40%; 2-year PFS 2%, OS 7% Roccuzzo 2024 https://doi.org/10.1080/14737159.2024.2347484 (roccuzzo2024prognosticbiomarkersin pages 3-4)
Ongoing Clinical Trials RELATIVITY-047 (NCT03470922): relatlimab + nivolumab vs nivolumab in untreated unresectable/metastatic melanoma Phase 2/3; ACTIVE_NOT_RECRUITING; enrollment 714; start 2018-04-11; primary endpoint PFS by BICR per RECIST v1.1; key secondary endpoints OS, ORR Bristol-Myers Squibb / NCT03470922 https://clinicaltrials.gov/study/NCT03470922 (NCT03470922 chunk 1)
Ongoing Clinical Trials RELATIVITY-127 (NCT05625399): SC vs IV nivolumab + relatlimab fixed-dose combination in previously untreated metastatic/unresectable melanoma Phase 3; ACTIVE_NOT_RECRUITING; enrollment 579; start 2023-03-06; primary endpoints nivolumab and relatlimab PK (Cavgd28, Cminss); key secondary endpoints ORR, DoR, DCR, TTR, PFS, OS, safety, FACT-MS Bristol-Myers Squibb / NCT05625399 https://clinicaltrials.gov/study/NCT05625399 (NCT05625399 chunk 1)
Ongoing Clinical Trials TILVANCE-301 / IOV-MEL-301 (NCT05727904): lifileucel + pembrolizumab vs pembrolizumab alone in untreated advanced melanoma Phase 3; RECRUITING; enrollment 670; start 2023-03-30; primary endpoints ORR and PFS by blinded independent review per RECIST v1.1; key secondary endpoints OS, CR rate, DoR, EFS, PFS2, safety Iovance / NCT05727904 https://clinicaltrials.gov/study/NCT05727904 (NCT05727904 chunk 1)

Table: This table compiles high-yield quantitative findings for metastatic melanoma across epidemiology, therapy outcomes, biomarker prognostics, and major ongoing clinical trials. It is useful as a compact reference for evidence-backed burden estimates and current treatment landscape metrics.


Expert synthesis / analysis (authoritative themes)

1) Durable survival is now achievable, especially with combination ICI regimens, but primary/acquired resistance remains common (~50%) (poletto2023predictivefactorsin pages 1-2, jalil2024exploringresistanceto pages 1-3, hossain2024immunecheckpointinhibitor pages 1-2). 2) Mechanisms of resistance are multi-layered, spanning tumor intrinsic (antigen presentation defects, IFN‑γ pathway changes, MAPK/PI3K signaling) and extrinsic TME factors (Tregs/TAMs/MDSCs, hypoxia/acidity, metabolic suppression), and may be influenced by the gut microbiome (kato2026drugtherapyfor pages 3-4, zielinska2025mechanismsofresistance pages 8-9). 3) Real-world data support translation of trial efficacy to selected populations (e.g., asymptomatic melanoma brain metastases treated with ipilimumab+nivolumab in a nationwide Danish registry) (kattenhøj2024efficacyofipilimumab pages 1-2). 4) Biomarkers with practical clinical traction include LDH and ctDNA, with strong prognostic separation and meta-analytic hazard ratios, while TMB/PD‑L1/IFN‑γ signatures are promising but require standardization and context-aware interpretation (roccuzzo2024prognosticbiomarkersin pages 3-4, liu2025theprognosticvalue pages 1-2).


Notes on evidence gaps in this run

  • Dedicated retrieval of MONDO ID, MeSH ID, ICD‑11 code(s), structured HPO phenotype frequency tables, and diagnostic/pathology guideline documents was not successful with the current tool calls; therefore, these elements are intentionally not asserted beyond what was directly evidenced (OpenTargets Search: metastatic melanoma, datzmann2021implementationandeffectiveness pages 2-3).

References

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