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Updated: Jan 4, 2026

Studying Triple Negative Breast Cancer Using Orthotopic Breast Cancer Model
Published on: March 20, 2020
Unraveling Triple-Negative Breast Cancer Tumor Microenvironment Heterogeneity: Towards an Optimized Treatment
Yacine Bareche1, Laurence Buisseret1, Tina Gruosso2,3
1Breast Cancer Translational Research Laboratory J.-C. Heuson, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Background:
Recent efforts of gene expression profiling analyses recognized at least four different triple-negative breast cancer (TNBC) molecular subtypes. However, little is known regarding their tumor microenvironment (TME) heterogeneity.
Methods:
Here, we investigated TME heterogeneity within each TNBC molecular subtype, including immune infiltrate localization and composition together with expression of targetable immune pathways, using publicly available transcriptomic and genomic datasets from a large TNBC series totaling 1512 samples. Associations between molecular subtypes and specific features were assessed using logistic regression models. All statistical tests were two-sided.
Results:
We demonstrated that each TNBC molecular subtype exhibits distinct TME profiles associated with specific immune, vascularization, stroma, and metabolism biological processes together with specific immune composition and localization. The immunomodulatory subtype was associated with the highest expression of adaptive immune-related gene signatures and a fully inflamed spatial pattern appearing to be the optimal candidate for immune check point inhibitors. In contrast, most mesenchymal stem-like and luminal androgen receptor tumors showed an immunosuppressive phenotype as witnessed by high expression levels of stromal signatures. Basal-like, luminal androgen receptor, and mesenchymal subtypes exhibited an immune cold phenotype associated with stromal and metabolism TME signatures and enriched in margin-restricted spatial pattern. Tumors with high chromosomal instability and copy number loss in the chromosome 5q and 15q regions, including genomic loss of major histocompatibility complex related genes, showed reduced cytotoxic activity as a plausible immune escape mechanism.
Conclusions:
Our results demonstrate that each TNBC subtype is associated with specific TME profiles, setting the ground for a rationale tailoring of immunotherapy in TNBC patients.
Insights
Triple-negative breast cancer (TNBC) subtypes have distinct tumor microenvironments (TME). Understanding these TME profiles is key for tailoring effective immunotherapy strategies for TNBC patients.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- Gene expression profiling identifies at least four triple-negative breast cancer (TNBC) molecular subtypes.
- Tumor microenvironment (TME) heterogeneity within these TNBC subtypes remains poorly understood.
Purpose of the Study:
- To investigate TME heterogeneity across different TNBC molecular subtypes.
- To analyze immune infiltrate, targetable immune pathways, and spatial patterns within TNBC subtypes.
Main Methods:
- Utilized transcriptomic and genomic data from 1512 TNBC samples.
- Assessed associations between molecular subtypes and TME features using logistic regression.
Main Results:
- Each TNBC subtype displays unique TME profiles, influencing immune, vascular, stromal, and metabolic processes.
- Immunomodulatory subtype shows inflamed TME, optimal for checkpoint inhibitors.
- Mesenchymal and luminal androgen receptor subtypes exhibit immunosuppressive and immune-cold phenotypes, respectively, with stromal enrichment.
Conclusions:
- TNBC subtypes are linked to specific TME profiles.
- These findings provide a basis for rational immunotherapy tailoring in TNBC patients.
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