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1
Mappings
0
Definitions
0
Inheritance
4
Pathophysiology
1
Histopathology
3
Phenotypes
5
Pathograph
3
Genes
5
Treatments
4
Subtypes
0
Differentials
0
Datasets
0
Trials
0
Models
4
References
2
Deep Research
🏷

Classifications

Harrison's Chapter
cancer solid tumor
ICD-O Morphology
Adenocarcinoma
🔗

Mappings

MONDO
MONDO:0005494 triple-negative breast carcinoma
skos:exactMatch MONDO
MONDO provides an exact disease term for triple-negative breast carcinoma.

Subtypes

4
Basal-like TNBC
The most common TNBC subtype (50-75%), characterized by expression of basal cytokeratins (CK5/6, CK14, CK17), EGFR expression, high proliferation, and frequent TP53 and BRCA1 mutations. Overlaps significantly with BRCA1-associated breast cancer.
Show evidence (1 reference)
PMID:21633166 PARTIAL
"BL1 and BL2 subtypes had higher expression of cell cycle and DNA damage response genes, and representative cell lines preferentially responded to cisplatin."
The Lehmann et al. study identified basal-like subtypes (BL1 and BL2) with high cell cycle and DNA damage response gene expression, consistent with high proliferation and BRCA1 mutations.
Mesenchymal TNBC
Characterized by epithelial-mesenchymal transition features, enrichment in cell motility and differentiation pathways. May respond to PI3K/mTOR inhibition.
Show evidence (1 reference)
PMID:21633166 SUPPORT
"M and MSL subtypes were enriched in GE for epithelial-mesenchymal transition, and growth factor pathways and cell models responded to NVP-BEZ235 (a PI3K/mTOR inhibitor) and dasatinib (an abl/src inhibitor)."
The Lehmann et al. study confirmed mesenchymal subtypes are enriched for EMT and growth factor pathways, responding to PI3K/mTOR inhibition.
Luminal Androgen Receptor (LAR) TNBC
Despite being ER/PR-negative, LAR tumors express androgen receptor and have luminal gene expression patterns. May benefit from androgen receptor-targeted therapy. Often have PIK3CA mutations.
Show evidence (1 reference)
PMID:21633166 PARTIAL
"The LAR subtype includes patients with decreased relapse-free survival and was characterized by androgen receptor (AR) signaling. LAR cell lines were uniquely sensitive to bicalutamide (an AR antagonist)."
The Lehmann et al. study identified the LAR subtype characterized by AR signaling and sensitivity to AR antagonists.
Immunomodulatory TNBC
Characterized by immune cell infiltration and immune checkpoint expression. Best responders to immune checkpoint inhibitor therapy.
Show evidence (1 reference)
PMID:21633166 PARTIAL
"Cluster analysis identified 6 TNBC subtypes displaying unique GE and ontologies, including 2 basal-like (BL1 and BL2), an immunomodulatory (IM), a mesenchymal (M), a mesenchymal stem-like (MSL), and a luminal androgen receptor (LAR) subtype."
The Lehmann et al. study identified the immunomodulatory (IM) subtype as one of the six TNBC subtypes with unique gene expression profiles.

Pathophysiology

4
Loss of Hormone Receptor Signaling
TNBC lacks expression of estrogen receptor alpha (ESR1) and progesterone receptor (PGR), eliminating the growth-promoting effects of estrogen signaling that drive most breast cancers. This absence removes a key therapeutic target but also indicates fundamentally different tumor biology.
estrogen receptor signaling pathway link ∅ ABSENT
Show evidence (1 reference)
PMID:35987766 SUPPORT Other
"Triple negative breast cancer (TNBC) is characterized by the lack of estrogen and progesterone receptor expression and lacks HER2 overexpression or gene amplification."
This review abstract defines TNBC by absent ER and PR expression with absent HER2 overexpression, directly supporting loss of hormone receptor signaling as a defining mechanistic feature.
Alternative Oncogenic Pathways
In the absence of hormone receptor signaling, TNBC is driven by alternative oncogenic pathways including EGFR signaling, PI3K-AKT-mTOR activation, and Wnt/beta-catenin signaling. Many TNBCs have TP53 mutations eliminating this tumor suppressor checkpoint.
epidermal growth factor receptor signaling pathway link ↑ INCREASED phosphatidylinositol 3-kinase signaling link ↑ INCREASED
DNA Repair Deficiency
A significant subset of TNBC (~20%) harbors germline or somatic BRCA1/2 mutations resulting in homologous recombination deficiency. This creates sensitivity to platinum chemotherapy and PARP inhibitors through synthetic lethality.
homologous recombination link ↓ DECREASED
Aggressive Tumor Behavior
TNBC is characterized by high proliferation rates, early metastasis (especially to viscera and brain), and shorter time to recurrence compared to other breast cancer subtypes. The aggressive biology reflects activation of multiple oncogenic pathways and loss of tumor suppressors.
cell population proliferation link ↑ INCREASED
Show evidence (1 reference)
PMID:35987766 SUPPORT
"It accounts for 10-15% of incident breast cancers and carries the worst prognosis."
Abstract states TNBC carries the worst prognosis, supporting aggressive behavior.

Histopathology

1
Invasive Ductal Carcinoma VERY_FREQUENT
Invasive ductal carcinoma is the most common type of breast cancer.
Show evidence (1 reference)
PMID:39806949 PARTIAL
"Invasive ductal carcinoma (IDC) is the most common type of breast cancer,"
Abstract states that invasive ductal carcinoma is the most common breast cancer type.

Pathograph

Use the checkboxes to hide or show graph categories. Hover nodes for evidence and cross-linked metadata.
Referential integrity issues (1):
  • Target 'Genomic Instability' (from 'DNA Repair Deficiency') not found in named elements
Pathograph: causal mechanism network for Triple-Negative Breast Cancer 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

3
Breast 1
Breast Carcinoma OBLIGATE Breast carcinoma (HP:0003002)
Neoplasm 2
Early Visceral Metastases FREQUENT Neoplasm (HP:0002664)
Triple-Negative Phenotype OBLIGATE Neoplasm (HP:0002664)
Show evidence (1 reference)
PMID:35987766 SUPPORT Other
"Triple negative breast cancer (TNBC) is characterized by the lack of estrogen and progesterone receptor expression and lacks HER2 overexpression or gene amplification."
Abstract defines TNBC by lack of ER/PR and HER2, matching the diagnostic phenotype.
🧬

Genetic Associations

3
TP53 (Somatic Mutations)
Somatic
Show evidence (1 reference)
PMID:31045815 SUPPORT
"TP53 gene is mutated in approximately 80% of triple-negative breast cancer (TNBC)."
Abstract reports TP53 mutation frequency in TNBC, supporting this genetic association.
BRCA1 (Germline and Somatic Mutations)
Autosomal Dominant Somatic
PIK3CA (Somatic Mutations)
Somatic
💊

Treatments

5
Neoadjuvant Chemotherapy
Action: chemotherapy MAXO:0000647
Standard treatment includes anthracycline and taxane-based regimens given before surgery. Pathologic complete response (pCR) rates are higher in TNBC than other subtypes and strongly predict long-term outcomes.
Show evidence (1 reference)
PMID:32046998 PARTIAL
"Patients with a pCR after NAT had significantly better EFS (HR = 0.31; 95% PI, 0.24-0.39), particularly for triple-negative (HR = 0.18; 95% PI, 0.10-0.31) and HER2+ (HR = 0.32; 95% PI, 0.21-0.47) disease."
Meta-analysis confirms that achieving pCR after neoadjuvant therapy is strongly associated with improved event-free survival, particularly for TNBC.
Pembrolizumab Plus Chemotherapy
Action: immunotherapy Ontology label: Immunotherapy NCIT:C15262
Agent: pembrolizumab
PD-1 inhibitor pembrolizumab combined with chemotherapy improves outcomes in early-stage and metastatic TNBC. KEYNOTE-522 established pembrolizumab in the neoadjuvant/adjuvant setting regardless of PD-L1 status.
Show evidence (1 reference)
PMID:32101663 SUPPORT
"Among patients with early triple-negative breast cancer, the percentage with a pathological complete response was significantly higher among those who received pembrolizumab plus neoadjuvant chemotherapy than among those who received placebo plus neoadjuvant chemotherapy."
KEYNOTE-522 demonstrated significantly higher pCR rates with pembrolizumab plus chemotherapy versus chemotherapy alone in early TNBC.
PARP Inhibitors
Action: targeted therapy Ontology label: Targeted Therapy NCIT:C93352
Olaparib and talazoparib are approved for germline BRCA-mutated metastatic TNBC. They exploit synthetic lethality in HRD-positive tumors unable to repair DNA double-strand breaks.
Show evidence (1 reference)
PMID:33475295 PARTIAL
"PARP inhibition causes synthetic lethality in breast cancers associated with germline BRCA1 and BRCA2 mutations and is routinely used in clinical practice for metastatic breast cancer."
Review confirms PARP inhibitors cause synthetic lethality in BRCA-mutated breast cancers and are standard of care for metastatic disease.
Sacituzumab Govitecan
Action: pharmacotherapy MAXO:0000058
Agent: sacituzumab govitecan
Antibody-drug conjugate targeting Trop-2 with an SN-38 payload. Approved for previously treated metastatic TNBC with significant survival benefit demonstrated in ASCENT trial.
Show evidence (1 reference)
PMID:33882206 SUPPORT
"Progression-free and overall survival were significantly longer with sacituzumab govitecan than with single-agent chemotherapy among patients with metastatic triple-negative breast cancer."
ASCENT trial demonstrated significant PFS and OS benefit with sacituzumab govitecan versus chemotherapy in metastatic TNBC.
Platinum Chemotherapy
Action: chemotherapy MAXO:0000647
Carboplatin improves pCR rates in neoadjuvant therapy, particularly in BRCA-mutated or HRD-positive TNBC. Used in combination with taxanes.
Show evidence (1 reference)
PMID:21633166 PARTIAL
"BL1 and BL2 subtypes had higher expression of cell cycle and DNA damage response genes, and representative cell lines preferentially responded to cisplatin."
Basal-like TNBC subtypes with DNA damage response gene expression preferentially respond to platinum chemotherapy.
🔬

Biochemical Markers

2
Hormone Receptor and HER2 Testing
BRCA1/2 Testing
{ }

Source YAML

click to show
name: Triple-Negative Breast Cancer
creation_date: '2026-01-26T02:55:13Z'
updated_date: '2026-04-22T20:53:03Z'
description: >-
  Triple-negative breast cancer (TNBC) is a molecularly-defined subtype of breast
  cancer characterized by the absence of estrogen receptor (ER), progesterone
  receptor (PR), and HER2 expression. TNBC represents approximately 10-20% of
  breast cancers and is clinically aggressive with higher rates of recurrence
  and visceral/brain metastases. TNBC is molecularly heterogeneous, encompassing
  several intrinsic subtypes including basal-like, mesenchymal, and
  immunomodulatory. Treatment relies on chemotherapy and increasingly immunotherapy,
  as hormonal and HER2-targeted therapies are ineffective by definition.
categories:
- Molecularly-Defined Cancer
- Breast Cancer Subtype
- Solid Tumor
parents:
- breast carcinoma
has_subtypes:
- name: Basal-like TNBC
  description: >-
    The most common TNBC subtype (50-75%), characterized by expression of basal
    cytokeratins (CK5/6, CK14, CK17), EGFR expression, high proliferation, and
    frequent TP53 and BRCA1 mutations. Overlaps significantly with BRCA1-associated
    breast cancer.
  evidence:
  - reference: PMID:21633166
    reference_title: "Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies."
    supports: PARTIAL
    snippet: >-
      BL1 and BL2 subtypes had higher expression of cell cycle and DNA damage
      response genes, and representative cell lines preferentially responded to
      cisplatin.
    explanation: >-
      The Lehmann et al. study identified basal-like subtypes (BL1 and BL2) with
      high cell cycle and DNA damage response gene expression, consistent with
      high proliferation and BRCA1 mutations.
- name: Mesenchymal TNBC
  description: >-
    Characterized by epithelial-mesenchymal transition features, enrichment in
    cell motility and differentiation pathways. May respond to PI3K/mTOR inhibition.
  evidence:
  - reference: PMID:21633166
    reference_title: "Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies."
    supports: SUPPORT
    snippet: >-
      M and MSL subtypes were enriched in GE for epithelial-mesenchymal transition,
      and growth factor pathways and cell models responded to NVP-BEZ235 (a PI3K/mTOR
      inhibitor) and dasatinib (an abl/src inhibitor).
    explanation: >-
      The Lehmann et al. study confirmed mesenchymal subtypes are enriched for EMT
      and growth factor pathways, responding to PI3K/mTOR inhibition.
- name: Luminal Androgen Receptor (LAR) TNBC
  description: >-
    Despite being ER/PR-negative, LAR tumors express androgen receptor and have
    luminal gene expression patterns. May benefit from androgen receptor-targeted
    therapy. Often have PIK3CA mutations.
  evidence:
  - reference: PMID:21633166
    reference_title: "Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies."
    supports: PARTIAL
    snippet: >-
      The LAR subtype includes patients with decreased relapse-free survival and
      was characterized by androgen receptor (AR) signaling. LAR cell lines were
      uniquely sensitive to bicalutamide (an AR antagonist).
    explanation: >-
      The Lehmann et al. study identified the LAR subtype characterized by AR
      signaling and sensitivity to AR antagonists.
- name: Immunomodulatory TNBC
  description: >-
    Characterized by immune cell infiltration and immune checkpoint expression.
    Best responders to immune checkpoint inhibitor therapy.
  evidence:
  - reference: PMID:21633166
    reference_title: "Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies."
    supports: PARTIAL
    snippet: >-
      Cluster analysis identified 6 TNBC subtypes displaying unique GE and
      ontologies, including 2 basal-like (BL1 and BL2), an immunomodulatory (IM),
      a mesenchymal (M), a mesenchymal stem-like (MSL), and a luminal androgen
      receptor (LAR) subtype.
    explanation: >-
      The Lehmann et al. study identified the immunomodulatory (IM) subtype as
      one of the six TNBC subtypes with unique gene expression profiles.
pathophysiology:
- name: Loss of Hormone Receptor Signaling
  description: >-
    TNBC lacks expression of estrogen receptor alpha (ESR1) and progesterone
    receptor (PGR), eliminating the growth-promoting effects of estrogen signaling
    that drive most breast cancers. This absence removes a key therapeutic target
    but also indicates fundamentally different tumor biology.
  evidence:
  - reference: PMID:35987766
    reference_title: "Triple negative breast cancer: Pitfalls and progress."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: >-
      Triple negative breast cancer (TNBC) is characterized by the lack of
      estrogen and progesterone receptor expression and lacks HER2 overexpression
      or gene amplification.
    explanation: >-
      This review abstract defines TNBC by absent ER and PR expression with
      absent HER2 overexpression, directly supporting loss of hormone receptor
      signaling as a defining mechanistic feature.
  biological_processes:
  - preferred_term: estrogen receptor signaling pathway
    modifier: ABSENT
    term:
      id: GO:0030520
      label: estrogen receptor signaling pathway
  downstream:
  - target: Alternative Oncogenic Pathways
    description: Other signaling pathways drive proliferation in absence of ER
- name: Alternative Oncogenic Pathways
  description: >-
    In the absence of hormone receptor signaling, TNBC is driven by alternative
    oncogenic pathways including EGFR signaling, PI3K-AKT-mTOR activation, and
    Wnt/beta-catenin signaling. Many TNBCs have TP53 mutations eliminating this
    tumor suppressor checkpoint.
  biological_processes:
  - preferred_term: epidermal growth factor receptor signaling pathway
    modifier: INCREASED
    term:
      id: GO:0007173
      label: epidermal growth factor receptor signaling pathway
  - preferred_term: phosphatidylinositol 3-kinase signaling
    modifier: INCREASED
    term:
      id: GO:0043491
      label: phosphatidylinositol 3-kinase/protein kinase B signal transduction
  downstream:
  - target: Aggressive Tumor Behavior
    description: Multiple activated pathways drive aggressive phenotype
- name: DNA Repair Deficiency
  description: >-
    A significant subset of TNBC (~20%) harbors germline or somatic BRCA1/2
    mutations resulting in homologous recombination deficiency. This creates
    sensitivity to platinum chemotherapy and PARP inhibitors through synthetic
    lethality.
  biological_processes:
  - preferred_term: homologous recombination
    modifier: DECREASED
    term:
      id: GO:0035825
      label: homologous recombination
  downstream:
  - target: Genomic Instability
    description: DNA repair defects lead to mutation accumulation
- name: Aggressive Tumor Behavior
  description: >-
    TNBC is characterized by high proliferation rates, early metastasis (especially
    to viscera and brain), and shorter time to recurrence compared to other breast
    cancer subtypes. The aggressive biology reflects activation of multiple
    oncogenic pathways and loss of tumor suppressors.
  evidence:
  - reference: PMID:35987766
    reference_title: "Triple negative breast cancer: Pitfalls and progress."
    supports: SUPPORT
    snippet: "It accounts for 10-15% of incident breast cancers and carries the worst prognosis."
    explanation: "Abstract states TNBC carries the worst prognosis, supporting aggressive behavior."
  biological_processes:
  - preferred_term: cell population proliferation
    modifier: INCREASED
    term:
      id: GO:0008283
      label: cell population proliferation
histopathology:
- name: Invasive Ductal Carcinoma
  finding_term:
    preferred_term: Invasive Breast Carcinoma of No Special Type
    term:
      id: NCIT:C4194
      label: Invasive Breast Carcinoma of No Special Type
  frequency: VERY_FREQUENT
  description: Invasive ductal carcinoma is the most common type of breast cancer.
  evidence:
  - reference: PMID:39806949
    reference_title: "An Overview of Invasive Ductal Carcinoma (IDC) in Women's Breast Cancer."
    supports: PARTIAL
    snippet: "Invasive ductal carcinoma (IDC) is the most common type of breast cancer,"
    explanation: Abstract states that invasive ductal carcinoma is the most common breast cancer type.

phenotypes:
- category: Neoplastic
  name: Breast Carcinoma
  frequency: OBLIGATE
  diagnostic: true
  description: >-
    Triple-negative breast cancers are typically high-grade invasive ductal
    carcinomas with high mitotic rates. Medullary and metaplastic histologies
    are enriched in the TNBC population.
  phenotype_term:
    preferred_term: Breast carcinoma
    term:
      id: HP:0003002
      label: Breast carcinoma
- category: Clinical
  name: Early Visceral Metastases
  frequency: FREQUENT
  description: >-
    TNBC has a predilection for visceral metastases (lung, liver) and brain
    metastases, occurring earlier and more frequently than in ER+ breast cancer.
  phenotype_term:
    preferred_term: Neoplasm
    term:
      id: HP:0002664
      label: Neoplasm
- category: Molecular
  name: Triple-Negative Phenotype
  frequency: OBLIGATE
  diagnostic: true
  description: >-
    Defining feature is absence of ER (<1%), PR (<1%), and HER2 (IHC 0-1+ or
    FISH non-amplified). This is a diagnosis of exclusion from other breast
    cancer subtypes.
  evidence:
  - reference: PMID:35987766
    reference_title: "Triple negative breast cancer: Pitfalls and progress."
    supports: SUPPORT
    evidence_source: OTHER
    snippet: "Triple negative breast cancer (TNBC) is characterized by the lack of estrogen and progesterone receptor expression and lacks HER2 overexpression or gene amplification."
    explanation: "Abstract defines TNBC by lack of ER/PR and HER2, matching the diagnostic phenotype."
  phenotype_term:
    preferred_term: Neoplasm
    term:
      id: HP:0002664
      label: Neoplasm
biochemical:
- name: Hormone Receptor and HER2 Testing
  notes: >-
    Diagnosis requires testing for ER, PR (by IHC), and HER2 (by IHC and/or FISH).
    Triple-negative is defined as ER <1%, PR <1%, and HER2 0-1+ or non-amplified.
    PD-L1 testing (CPS or SP142) is recommended for treatment selection.
- name: BRCA1/2 Testing
  notes: >-
    Germline BRCA1/2 testing is recommended for all TNBC patients given high
    prevalence of mutations (~15-20%) and therapeutic implications (PARP inhibitors).
    Somatic testing may identify additional HRD-positive tumors.
genetic:
- name: TP53
  association: Somatic Mutations
  inheritance:
  - name: Somatic
  notes: >-
    TP53 mutations occur in approximately 80% of TNBC, the highest rate among
    breast cancer subtypes. Mutations are typically missense in the DNA-binding
    domain or truncating mutations.
  evidence:
  - reference: PMID:31045815
    reference_title: "Association of p53 expression with poor prognosis in patients with triple-negative breast invasive ductal carcinoma."
    supports: SUPPORT
    snippet: "TP53 gene is mutated in approximately 80% of triple-negative breast cancer (TNBC)."
    explanation: "Abstract reports TP53 mutation frequency in TNBC, supporting this genetic association."
- name: BRCA1
  association: Germline and Somatic Mutations
  inheritance:
  - name: Autosomal Dominant
  - name: Somatic
  notes: >-
    BRCA1 germline mutations are enriched in TNBC, occurring in 10-15% of cases.
    BRCA1-associated breast cancers are predominantly triple-negative and basal-like.
    Somatic BRCA1 mutations and promoter methylation also occur.
- name: PIK3CA
  association: Somatic Mutations
  inheritance:
  - name: Somatic
  notes: >-
    PIK3CA mutations occur in approximately 10-20% of TNBC, particularly in the
    LAR subtype. May identify patients who benefit from PI3K inhibitors.
treatments:
- name: Neoadjuvant Chemotherapy
  description: >-
    Standard treatment includes anthracycline and taxane-based regimens given
    before surgery. Pathologic complete response (pCR) rates are higher in TNBC
    than other subtypes and strongly predict long-term outcomes.
  treatment_term:
    preferred_term: chemotherapy
    term:
      id: MAXO:0000647
      label: chemotherapy
  evidence:
  - reference: PMID:32046998
    reference_title: "Pathologic Complete Response after Neoadjuvant Chemotherapy and Impact on Breast Cancer Recurrence and Survival: A Comprehensive Meta-analysis."
    supports: PARTIAL
    snippet: >-
      Patients with a pCR after NAT had significantly better EFS (HR = 0.31; 95%
      PI, 0.24-0.39), particularly for triple-negative (HR = 0.18; 95% PI,
      0.10-0.31) and HER2+ (HR = 0.32; 95% PI, 0.21-0.47) disease.
    explanation: >-
      Meta-analysis confirms that achieving pCR after neoadjuvant therapy is
      strongly associated with improved event-free survival, particularly for TNBC.
- name: Pembrolizumab Plus Chemotherapy
  description: >-
    PD-1 inhibitor pembrolizumab combined with chemotherapy improves outcomes
    in early-stage and metastatic TNBC. KEYNOTE-522 established pembrolizumab
    in the neoadjuvant/adjuvant setting regardless of PD-L1 status.
  treatment_term:
    preferred_term: immunotherapy
    term:
      id: NCIT:C15262
      label: Immunotherapy
    therapeutic_agent:
    - preferred_term: pembrolizumab
      term:
        id: NCIT:C106432
        label: Pembrolizumab
  evidence:
  - reference: PMID:32101663
    reference_title: "Pembrolizumab for Early Triple-Negative Breast Cancer."
    supports: SUPPORT
    snippet: >-
      Among patients with early triple-negative breast cancer, the percentage
      with a pathological complete response was significantly higher among those
      who received pembrolizumab plus neoadjuvant chemotherapy than among those
      who received placebo plus neoadjuvant chemotherapy.
    explanation: >-
      KEYNOTE-522 demonstrated significantly higher pCR rates with pembrolizumab
      plus chemotherapy versus chemotherapy alone in early TNBC.
- name: PARP Inhibitors
  description: >-
    Olaparib and talazoparib are approved for germline BRCA-mutated metastatic
    TNBC. They exploit synthetic lethality in HRD-positive tumors unable to
    repair DNA double-strand breaks.
  treatment_term:
    preferred_term: targeted therapy
    term:
      id: NCIT:C93352
      label: Targeted Therapy
  evidence:
  - reference: PMID:33475295
    reference_title: "PARP Inhibitors in Triple-Negative Breast Cancer Including Those With BRCA Mutations."
    supports: PARTIAL
    snippet: >-
      PARP inhibition causes synthetic lethality in breast cancers associated
      with germline BRCA1 and BRCA2 mutations and is routinely used in clinical
      practice for metastatic breast cancer.
    explanation: >-
      Review confirms PARP inhibitors cause synthetic lethality in BRCA-mutated
      breast cancers and are standard of care for metastatic disease.
- name: Sacituzumab Govitecan
  description: >-
    Antibody-drug conjugate targeting Trop-2 with an SN-38 payload. Approved
    for previously treated metastatic TNBC with significant survival benefit
    demonstrated in ASCENT trial.
  treatment_term:
    preferred_term: pharmacotherapy
    term:
      id: MAXO:0000058
      label: pharmacotherapy
    therapeutic_agent:
    - preferred_term: sacituzumab govitecan
      term:
        id: NCIT:C102783
        label: Sacituzumab Govitecan
  evidence:
  - reference: PMID:33882206
    reference_title: "Sacituzumab Govitecan in Metastatic Triple-Negative Breast Cancer."
    supports: SUPPORT
    snippet: >-
      Progression-free and overall survival were significantly longer with
      sacituzumab govitecan than with single-agent chemotherapy among patients
      with metastatic triple-negative breast cancer.
    explanation: >-
      ASCENT trial demonstrated significant PFS and OS benefit with sacituzumab
      govitecan versus chemotherapy in metastatic TNBC.
- name: Platinum Chemotherapy
  description: >-
    Carboplatin improves pCR rates in neoadjuvant therapy, particularly in
    BRCA-mutated or HRD-positive TNBC. Used in combination with taxanes.
  treatment_term:
    preferred_term: chemotherapy
    term:
      id: MAXO:0000647
      label: chemotherapy
  evidence:
  - reference: PMID:21633166
    reference_title: "Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies."
    supports: PARTIAL
    snippet: >-
      BL1 and BL2 subtypes had higher expression of cell cycle and DNA damage
      response genes, and representative cell lines preferentially responded to
      cisplatin.
    explanation: >-
      Basal-like TNBC subtypes with DNA damage response gene expression
      preferentially respond to platinum chemotherapy.
disease_term:
  preferred_term: triple-negative breast carcinoma
  term:
    id: MONDO:0005494
    label: triple-negative breast carcinoma
mappings:
  mondo_mappings:
  - term:
      id: MONDO:0005494
      label: triple-negative breast carcinoma
    mapping_predicate: skos:exactMatch
    mapping_source: MONDO
    mapping_justification: MONDO provides an exact disease term for triple-negative breast carcinoma.
classifications:
  icdo_morphology:
    classification_value: Adenocarcinoma
  harrisons_chapter:
  - classification_value: cancer
  - classification_value: solid tumor
references:
- reference: DOI:10.2147/bctt.s516542
  title: 'Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review'
  found_in:
  - Triple_Negative_Breast_Cancer-deep-research-falcon.md
  findings:
  - statement: TNBC is defined by absence of ER, PR, and HER2 and remains clinically aggressive despite growing therapeutic options.
    supporting_text: 'Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review'
- reference: DOI:10.3389/fonc.2024.1405491
  title: 'Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies'
  found_in:
  - Triple_Negative_Breast_Cancer-deep-research-falcon.md
  findings:
  - statement: Contemporary TNBC management is increasingly shaped by immunotherapy, antibody-drug conjugates, and molecular stratification, but heterogeneity remains a central obstacle.
    supporting_text: 'Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies'
- reference: DOI:10.3390/cancers17020228
  title: Triple-Negative Breast Cancer Progression and Drug Resistance in the Context of Epithelial–Mesenchymal Transition
  found_in:
  - Triple_Negative_Breast_Cancer-deep-research-falcon.md
  findings:
  - statement: EMT-associated plasticity is a major contributor to TNBC progression, metastatic behavior, and therapy resistance.
    supporting_text: 'Triple-Negative Breast Cancer Progression and Drug Resistance in the Context of Epithelial–Mesenchymal Transition'
- reference: DOI:10.53022/oarjbp.2024.10.2.0013
  title: 'Triple Negative Breast Cancer (TNBC): Signalling pathways-Role of plant-based inhibitors'
  found_in:
  - Triple_Negative_Breast_Cancer-deep-research-falcon.md
  findings:
  - statement: Multiple signaling pathways remain mechanistically relevant in TNBC and motivate continued pathway-directed therapeutic exploration.
    supporting_text: 'Triple Negative Breast Cancer (TNBC): Signalling pathways-Role of plant-based inhibitors'
📚

References & Deep Research

References

4
Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review
1 finding
TNBC is defined by absence of ER, PR, and HER2 and remains clinically aggressive despite growing therapeutic options.
"Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review"
Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies
1 finding
Contemporary TNBC management is increasingly shaped by immunotherapy, antibody-drug conjugates, and molecular stratification, but heterogeneity remains a central obstacle.
"Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies"
Triple-Negative Breast Cancer Progression and Drug Resistance in the Context of Epithelial–Mesenchymal Transition
1 finding
EMT-associated plasticity is a major contributor to TNBC progression, metastatic behavior, and therapy resistance.
"Triple-Negative Breast Cancer Progression and Drug Resistance in the Context of Epithelial–Mesenchymal Transition"
Triple Negative Breast Cancer (TNBC): Signalling pathways-Role of plant-based inhibitors
1 finding
Multiple signaling pathways remain mechanistically relevant in TNBC and motivate continued pathway-directed therapeutic exploration.
"Triple Negative Breast Cancer (TNBC): Signalling pathways-Role of plant-based inhibitors"

Deep Research

2
Disorder

Disorder

  • Name: Triple-Negative Breast Cancer
  • Category:
  • Existing deep-research providers: falcon
  • Existing evidence reference count in YAML: 18

Key Pathophysiology Nodes

  • Loss of Hormone Receptor Signaling
  • Alternative Oncogenic Pathways
  • DNA Repair Deficiency
  • Aggressive Tumor Behavior
  • Deep research literature mapping

Citation Inventory (for evidence mapping)

  • DOI:10.2147/bctt.s516542
  • DOI:10.3389/fonc.2024.1405491
  • DOI:10.3390/cancers17020228
  • DOI:10.53022/oarjbp.2024.10.2.0013
Falcon
Pathophysiology description (narrative)
Edison Scientific Literature 14 citations 2026-01-24T18:50:16.595050

Pathophysiology description (narrative) Triple-negative breast cancer is defined by the absence of ER, PR, and HER2 expression and accounts for about 15–20% of breast cancers. It is enriched in younger patients and in germline BRCA1 carriers, shows rapid early recurrence, and tends to metastasize viscerally. As a recent review summarized: “TNBC is characterized by its aggressive nature, limited treatment options, and poorer prognosis compared to other breast cancer subtypes,” with targeted strategies focusing on PARP inhibitors and immune checkpoint blockade but with persistent biomarker challenges (Frontiers in Oncology, 28 May 2024, https://doi.org/10.3389/fonc.2024.1405491). Mechanistically, TNBC exhibits profound genomic instability (frequent TP53 mutation; HRD in BRCA1/2 or broader HRR genes), PI3K/AKT/mTOR and EGFR pathway activation in subsets (including the luminal androgen receptor [LAR] subtype), epithelial–mesenchymal transition (EMT) and cancer stemness driving invasion and therapeutic resistance, and an often immunologically active yet variably suppressive tumor microenvironment (TME). Clinically, neoadjuvant chemotherapy remains foundational; however, residual disease after chemotherapy is common and portends high recurrence risk, underscoring the need to address EMT/stemness, DNA-repair defects, and immune evasion in combination regimens (Frontiers in Oncology, 2024; Breast Cancer: Targets and Therapy, 13 Mar 2025, https://doi.org/10.2147/bctt.s516542) (xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9).

Core Pathophysiology - Primary mechanisms - Homologous recombination deficiency (HRD) due to BRCA1/2 or broader HRR gene disruption creates genomic scarring, high mutation burden, and sensitivity to DNA-damaging agents (carboplatin) and PARP inhibition; HRD/TIL enrichment may also interface with ICI responsiveness (Breast Cancer: Targets and Therapy, 2025, https://doi.org/10.2147/bctt.s516542) (jie2025diagnosisprognosisand pages 7-9). - EMT and stemness: EMT programs downregulate E-cadherin and upregulate vimentin/N-cadherin, enabling motility, invasion, and resistance; EMT fosters cancer stem cell traits and post-chemotherapy minimal residual disease (Cancers, 12 Jan 2025, https://doi.org/10.3390/cancers17020228) (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - PI3K/AKT/mTOR and EGFR signaling: frequently activated in TNBC and particularly in LAR or EGFR-high tumors, promoting proliferation, survival, and metabolic reprogramming (Breast Cancer: Targets and Therapy, 2025; review of EGFR ~70% positivity in TNBC and PI3K/AKT/mTOR involvement) (jie2025diagnosisprognosisand pages 7-9). - Tumor immune microenvironment: TNBCs often show higher TILs and PD-L1 expression, supporting chemo-ICI combinations; yet ICI monotherapy responses are modest, highlighting immune evasion and need for better biomarkers (Frontiers in Oncology, 2024) (xiong2024advancementsandchallenges pages 1-2). - Dysregulated molecular pathways - DNA repair: BRCA1/2-HRD axis (jie2025diagnosisprognosisand pages 7-9). - Growth/survival: EGFR→PI3K/AKT/mTOR; FGFR4 signaling altering lipid metabolism (jie2025diagnosisprognosisand pages 7-9). - EMT networks: canonical EMT TFs/signals (e.g., TGF-β, WNT/NOTCH/Hedgehog cross-talk) highlighted in EMT-focused reviews (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Cellular processes affected - Invasion/metastasis via EMT; therapy resistance linked to EMT/stemness; metabolic rewiring to support proliferation; context-dependent immune activation/suppression influencing NAC/ICI outcomes (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2, xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9).

Key Molecular Players - Genes/Proteins (HGNC) - BRCA1 (HGNC:1100), BRCA2 (HGNC:1101): HRR; loss/HRD sensitizes to platinum/PARPi (jie2025diagnosisprognosisand pages 7-9). - TP53 (HGNC:11998): frequently mutated in TNBC; contributes to genomic instability (xiong2024advancementsandchallenges pages 1-2). - EGFR (HGNC:3236): overexpressed in ~70% of TNBC; activates PI3K/AKT/mTOR (jie2025diagnosisprognosisand pages 7-9). - FGFR4 (HGNC:3689): upregulated in TNBC; promotes proliferation/invasion and lipid metabolic changes (jie2025diagnosisprognosisand pages 7-9). - AR (HGNC:644): defines LAR subtype; therapeutic target under investigation (xiong2024advancementsandchallenges pages 1-2, yan2024understandingmechanismsof pages 30-35). - EMT markers/regulators: CDH1/E-cadherin (HGNC:1748) down; VIM (HGNC:12692) and CDH2/N-cadherin (HGNC:1749) up (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Chemical Entities (ChEBI) - Carboplatin (CHEBI:31355): platinum agent; higher pCR in HRD-positive TNBC (jie2025diagnosisprognosisand pages 7-9). - PARP inhibitors (class; e.g., olaparib, CHEBI:89745): effective in gBRCA-mutant TNBC (xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9). - Immune checkpoint inhibitors (e.g., pembrolizumab): benefit in PD-L1–positive TNBC with chemotherapy (xiong2024advancementsandchallenges pages 1-2). - Cell Types (CL) - Malignant basal-like epithelial cells (CL:0000066 derivative) exhibiting EMT/stemness (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Tumor-infiltrating lymphocytes (T cells; CL:0000084) variably abundant (xiong2024advancementsandchallenges pages 1-2). - Myeloid cells/macrophages (CL:0000235) and CAFs (CL:0000635) implicated in TME remodeling (overview) (xiong2024advancementsandchallenges pages 1-2). - Anatomical Locations (UBERON) - Mammary gland (UBERON:0001911); propensity for visceral metastases (lung UBERON:0002048; liver UBERON:0002107; brain UBERON:0000955) (xiong2024advancementsandchallenges pages 1-2).

Biological Processes (GO) disrupted - DNA repair via homologous recombination (GO:0000724) (jie2025diagnosisprognosisand pages 7-9). - Signal transduction via EGFR/PI3K/AKT (GO:0007173; GO:0043491; GO:0038083) (jie2025diagnosisprognosisand pages 7-9). - Epithelial to mesenchymal transition (GO:0001837) and regulation of cell migration (GO:0030334) (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Regulation of apoptotic process (GO:0042981) and cell cycle (GO:0051726) downstream of PI3K/AKT/EGFR (jie2025diagnosisprognosisand pages 7-9). - Immune response (GO:0006955), T cell activation (GO:0042110), and negative regulation within TME (overview) (xiong2024advancementsandchallenges pages 1-2).

Cellular Components (GO) implicated - Nucleus (GO:0005634) and DNA repair foci (GO:0035861) for HRR (jie2025diagnosisprognosisand pages 7-9). - Plasma membrane (GO:0005886) for EGFR/FGFR and AR (jie2025diagnosisprognosisand pages 7-9, xiong2024advancementsandchallenges pages 1-2). - Adherens junction (GO:0005912)/cell-cell junctions affected in EMT (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Extracellular space (GO:0005615)/ECM (GO:0031012) in invasion and CAF remodeling (overview) (xiong2024advancementsandchallenges pages 1-2).

Disease Progression (sequence) 1) Initiation: HRD/TP53 mutation and basal-like lineage programs drive genomic instability and rapid proliferation (xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9). 2) Local invasion: EMT program reduces E-cadherin and increases mesenchymal proteins, enabling dissemination; EGFR/PI3K signaling supports motility and survival (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2, jie2025diagnosisprognosisand pages 7-9). 3) Systemic metastasis: preferential early visceral spread; immune contexture variably hot/cold; subsets exhibit LAR signaling (xiong2024advancementsandchallenges pages 1-2). 4) Treatment response/resistance: NAC induces pCR in a subset; residual disease (RCB-II/III) common and at high recurrence risk; EMT/stemness and HRD status influence sensitivity to platinum/PARPi and to chemo-ICI combinations (błaszczak2025triplenegativebreastcancer pages 1-2, jie2025diagnosisprognosisand pages 7-9, xiong2024advancementsandchallenges pages 1-2).

Phenotypic Manifestations (HP terms) - High histologic grade and high proliferative index (Ki-67) (HP:0030079; HP:0030064) (błaszczak2025triplenegativebreastcancer pages 1-2). - Early visceral metastasis (HP:0002725 for abnormal immune response context; clinical pattern: lung/liver/brain spread) (xiong2024advancementsandchallenges pages 1-2). - Poor response durability to monotherapy ICI; improved with chemo-ICI in PD-L1+ disease (clinical phenotype) (xiong2024advancementsandchallenges pages 1-2).

Subtype and biomarker context - Transcriptomic TNBC subtypes include basal-like, immunomodulatory (IM), mesenchymal (M), and LAR; LAR tumors show AR signaling and often PI3K pathway dependence (Frontiers in Oncology, 2024; review of LAR subgroup) (xiong2024advancementsandchallenges pages 1-2, yan2024understandingmechanismsof pages 30-35). - PD-L1 and TILs are key immune biomarkers for ICI benefit; HRD/BRCA status informs platinum/PARPi sensitivity (xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9).

Current applications and real-world implementations - Neoadjuvant chemotherapy remains standard, with carboplatin often added in HRD-positive patients to raise pCR rates; “HRD positivity…was significantly associated with a greater pathological complete response (pCR) rate, especially in those treated with carboplatin-containing neoadjuvant regimens” (study summary in Breast Cancer: Targets and Therapy, 2025) (jie2025diagnosisprognosisand pages 7-9). - Chemo-ICI combinations (e.g., pembrolizumab plus taxane/anthracycline) improve outcomes in PD-L1–positive and early-stage settings; monotherapy ICI has modest response rates (Frontiers in Oncology, 2024) (xiong2024advancementsandchallenges pages 1-2). - Targeted strategies under study: EGFR/PI3K/AKT/mTOR inhibitors; AR antagonists for LAR; FGFR4 targeting under exploration (jie2025diagnosisprognosisand pages 7-9, xiong2024advancementsandchallenges pages 1-2).

Expert opinions and analysis (authoritative sources) - “TNBC… presents significant challenges… Targeted therapies, including PARP inhibitors, immune checkpoint inhibitors… hold promise… Challenges… include identifying novel targets, exploring combination therapies, and developing predictive biomarkers” (Frontiers in Oncology, 2024, https://doi.org/10.3389/fonc.2024.1405491) (xiong2024advancementsandchallenges pages 1-2). - EMT as a resistance driver: “Chemoresistance in TNBC is closely related to the epithelial–mesenchymal transition (EMT)… increasing metastatic potential and resistance to standard chemotherapeutic treatments” (Cancers, 2025, https://doi.org/10.3390/cancers17020228) (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Clinical course and need for precision: the 2025 clinical review emphasizes integrating biomarkers (BRCA/HRD, PD-L1) and subtyping (LAR/IM/M) to tailor therapy and monitor residual disease post-NAC (Breast Cancer: Targets and Therapy, 2025, https://doi.org/10.2147/bctt.s516542) (jie2025diagnosisprognosisand pages 7-9).

Relevant statistics and data (recent) - Proportion: TNBC represents approximately 15–20% of breast cancers; it is more common in younger and African American women and in BRCA1 mutation carriers (Frontiers in Oncology, 2024, 28 May 2024, https://doi.org/10.3389/fonc.2024.1405491) (xiong2024advancementsandchallenges pages 1-2). - Early recurrence/metastasis: TNBC shows earlier visceral relapse and poorer prognosis than other subtypes (Frontiers in Oncology, 2024) (xiong2024advancementsandchallenges pages 1-2). - Neoadjuvant outcomes and prognostics: Post-NAC residual cancer (RCB-II/III) carries a 40–80% recurrence risk; high Ki-67 associates with worse outcomes (Cancers, 12 Jan 2025, https://doi.org/10.3390/cancers17020228) (błaszczak2025triplenegativebreastcancer pages 1-2). - Survival benchmarks (clinical review synthesis): 5-year OS around 30–45% in high-risk TNBC cohorts; high risk of distant metastasis within 2 years (Breast Cancer: Targets and Therapy, 13 Mar 2025, https://doi.org/10.2147/bctt.s516542) (jie2025diagnosisprognosisand pages 7-9).

Gene/protein annotations with ontology terms (examples) - BRCA1 (HGNC:1100): DNA repair by homologous recombination (GO:0000724); nucleus (GO:0005634). Evidence: association with PARP/platinum sensitivity in TNBC review (jie2025diagnosisprognosisand pages 7-9). - BRCA2 (HGNC:1101): DNA repair by HR (GO:0000724); nucleus (GO:0005634). Evidence: as above (jie2025diagnosisprognosisand pages 7-9). - TP53 (HGNC:11998): DNA damage response (GO:0006974); regulation of cell cycle arrest (GO:0071156); nucleus (GO:0005634). Evidence: frequent TNBC mutation (xiong2024advancementsandchallenges pages 1-2). - EGFR (HGNC:3236): EGFR signaling (GO:0007173); plasma membrane (GO:0005886). Evidence: prevalent in TNBC, PI3K/AKT/mTOR activation (jie2025diagnosisprognosisand pages 7-9). - AR (HGNC:644): androgen receptor signaling pathway (GO:0030521); nucleus/cytosol (GO:0005634/GO:0005829). Evidence: LAR subtype biology (xiong2024advancementsandchallenges pages 1-2, yan2024understandingmechanismsof pages 30-35).

Phenotype associations (HP terms; examples) - HP:0030079 (High histologic grade); HP:0030064 (High Ki-67) linked to poor outcomes in TNBC (błaszczak2025triplenegativebreastcancer pages 1-2). - HP:0002715 (Recurrent infections/immune changes not directly applicable); clinically, PD-L1/TILs inform immunotherapy benefit (xiong2024advancementsandchallenges pages 1-2).

Cell type involvement (CL terms; examples) - CL:0000066 (epithelial cell) → malignant basal-like epithelium with EMT/stemness (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - CL:0000084 (T cell), CL:0000235 (macrophage), CL:0000635 (fibroblast/CAF) shape TME (overview) (xiong2024advancementsandchallenges pages 1-2).

Anatomical locations (UBERON; examples) - UBERON:0001911 (mammary gland). Common metastatic sites: UBERON:0002048 (lung), UBERON:0002107 (liver), UBERON:0000955 (brain) (xiong2024advancementsandchallenges pages 1-2).

Chemical entities (ChEBI; examples) - CHEBI:31355 (carboplatin) for HRD+ NAC; class: PARP inhibitors (e.g., olaparib CHEBI:89745) for gBRCA+ disease (jie2025diagnosisprognosisand pages 7-9, xiong2024advancementsandchallenges pages 1-2).

Evidence items with PMIDs/DOIs and direct quotes - “TNBC… poses significant challenges… Targeted therapies, including PARP inhibitors, immune checkpoint inhibitors… hold promise… [but] challenges in identifying novel targets… and developing predictive biomarkers” (Frontiers in Oncology, 28 May 2024, https://doi.org/10.3389/fonc.2024.1405491) (xiong2024advancementsandchallenges pages 1-2). - “Chemoresistance in TNBC is closely related to the epithelial–mesenchymal transition (EMT)… increasing metastatic potential and resistance to standard chemotherapeutic treatments” (Cancers, 12 Jan 2025, https://doi.org/10.3390/cancers17020228) (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Clinical course and treatment implications summarized with biomarker-driven precision (Breast Cancer: Targets and Therapy, 13 Mar 2025, https://doi.org/10.2147/bctt.s516542) (jie2025diagnosisprognosisand pages 7-9).

Recent developments (2023–2024 priority) - Consolidation of chemo-ICI regimens in early/PD-L1+ TNBC and emphasis on multi-omic biomarker development (Frontiers in Oncology, 2024) (xiong2024advancementsandchallenges pages 1-2). - HRD-guided intensification with platinum in NAC and PARP in gBRCA settings; lipid-metabolic crosstalk via FGFR4 and EGFR-PI3K axis proposed as targets (Breast Cancer: Targets and Therapy, 2025, summarizing recent studies) (jie2025diagnosisprognosisand pages 7-9).

Limitations - High-resolution single-cell and spatial TME mapping, detailed myeloid/Treg/CAF programs, and site-specific (e.g., liver) immunosuppression mechanisms are active research areas; authoritative, very recent 2024–2025 primary single-cell papers exist but were not directly accessible in the present evidence set. The conclusions above therefore emphasize robust review-level evidence available here (xiong2024advancementsandchallenges pages 1-2, jie2025diagnosisprognosisand pages 7-9) and focused EMT content (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2).

References (with URLs and dates) - Xiong N, Wu H, Yu Z. Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies. Frontiers in Oncology. 28 May 2024. https://doi.org/10.3389/fonc.2024.1405491 (xiong2024advancementsandchallenges pages 1-2). - Jie H, Ma W, Huang C. Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review. Breast Cancer: Targets and Therapy. 13 Mar 2025. https://doi.org/10.2147/bctt.s516542 (jie2025diagnosisprognosisand pages 7-9). - Błaszczak E, et al. Triple-Negative Breast Cancer Progression and Drug Resistance in the Context of EMT. Cancers. 12 Jan 2025. https://doi.org/10.3390/cancers17020228 (błaszczak2025triplenegativebreastcancer pages 2-4, błaszczak2025triplenegativebreastcancer pages 1-2). - Yan G. Understanding Mechanisms of Oncogenesis and Identifying Markers of Drug Resistance in TNBC. 2024 (overview text) (yan2024understandingmechanismsof pages 30-35). - Malabadi RB, et al. Triple Negative Breast Cancer (TNBC): Signalling pathways—Role of plant-based inhibitors. OARJBP. 16 Mar 2024. https://doi.org/10.53022/oarjbp.2024.10.2.0013 (malabadi2024triplenegativebreast pages 1-2).

References

  1. (xiong2024advancementsandchallenges pages 1-2): Nating Xiong, Heming Wu, and Zhikang Yu. Advancements and challenges in triple-negative breast cancer: a comprehensive review of therapeutic and diagnostic strategies. Frontiers in Oncology, May 2024. URL: https://doi.org/10.3389/fonc.2024.1405491, doi:10.3389/fonc.2024.1405491. This article has 146 citations and is from a poor quality or predatory journal.

  2. (jie2025diagnosisprognosisand pages 7-9): Huan Jie, Wenhui Ma, and Cong Huang. Diagnosis, prognosis, and treatment of triple-negative breast cancer: a review. Breast Cancer : Targets and Therapy, 17:265-274, Mar 2025. URL: https://doi.org/10.2147/bctt.s516542, doi:10.2147/bctt.s516542. This article has 27 citations.

  3. (błaszczak2025triplenegativebreastcancer pages 2-4): Ewa Błaszczak, Paulina Miziak, Adrian Odrzywolski, Marzena Baran, Ewelina Gumbarewicz, and Andrzej Stepulak. Triple-negative breast cancer progression and drug resistance in the context of epithelial–mesenchymal transition. Cancers, 17:228, Jan 2025. URL: https://doi.org/10.3390/cancers17020228, doi:10.3390/cancers17020228. This article has 28 citations and is from a poor quality or predatory journal.

  4. (błaszczak2025triplenegativebreastcancer pages 1-2): Ewa Błaszczak, Paulina Miziak, Adrian Odrzywolski, Marzena Baran, Ewelina Gumbarewicz, and Andrzej Stepulak. Triple-negative breast cancer progression and drug resistance in the context of epithelial–mesenchymal transition. Cancers, 17:228, Jan 2025. URL: https://doi.org/10.3390/cancers17020228, doi:10.3390/cancers17020228. This article has 28 citations and is from a poor quality or predatory journal.

  5. (yan2024understandingmechanismsof pages 30-35): G Yan. Understanding mechanisms of oncogenesis and identifying markers of drug resistance in triple negative breast cancer. Unknown journal, 2024.

  6. (malabadi2024triplenegativebreast pages 1-2): Ravindra B. Malabadi, Sadiya MR, Kiran P. Kolkar, Simuzar S. Mammadova, Raju K. Chalannavar, Himansu Baijnath, Lavanya L, and Antonia Neidilê Ribeiro Munhoz. Triple negative breast cancer (tnbc): signalling pathways-role of plant-based inhibitors. Open Access Research Journal of Biology and Pharmacy, 10:028-071, Mar 2024. URL: https://doi.org/10.53022/oarjbp.2024.10.2.0013, doi:10.53022/oarjbp.2024.10.2.0013. This article has 32 citations.