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Multiscale Modeling Uncovers Macrophage Infiltration and TNF-α Signaling Networks for Targeting in Inflammatory
Biorxiv : the Preprint Server for Biology
|June 12, 2025
Summary
Inflammatory breast cancer (IBC) tumor emboli promote survival through TNFα signaling and macrophage infiltration. Targeting this pathway with Birinapant may improve IBC treatment outcomes.
Area of Science:
- Oncology
- Immunology
- Cancer Biology
Background:
- Inflammatory breast cancer (IBC) has dismal survival rates and high metastatic potential.
- Tumor emboli, diffuse cell clusters in dermal tissue and lymphatics, characterize IBC and are linked to poor prognosis.
- The molecular mechanisms driving the IBC tumor emboli phenotype and its interaction with the immune microenvironment are poorly understood.
Purpose of the Study:
- To investigate the interaction between tumor emboli and the tumor immune microenvironment (TiME) in IBC.
- To identify molecular targets within the tumor emboli microenvironment for therapeutic intervention.
Main Methods:
- Spatial immunophenotyping of clinical IBC samples.
- Ex vivo culture of patient-derived IBC cell lines in a lymphatic-like platform.
- Transcriptomic and proteomic analysis of tumor emboli.
- Intravital imaging using a transgenic murine model (CX3cr1GFP).
- In vivo targeting of TNFα-signaling with Birinapant.
Main Results:
- Tumor emboli cultures showed upregulated TNFR signaling, CXCL8, and immune cell chemotaxis genes compared to 2D cultures.
- IBC patient tumors exhibited high levels of CD163+ tumor-associated macrophages (TAMs).
- Macrophage migration towards tumor cell clusters was confirmed in vivo.
- Birinapant treatment inhibited the tumor emboli phenotype in the murine model.
Conclusions:
- This study identifies TNFα signaling and macrophage infiltration as key components of IBC tumor emboli.
- Targeting TNFα signaling offers a potential therapeutic strategy to induce cell death and reduce macrophage influence in IBC.
- These findings provide a basis for developing novel treatments to improve IBC patient outcomes.

