# Digital spatial profiling identifies features of primary and locoregional metastatic vasculature in triple negative breast cancer

**Authors:** Akhilandeshwari Ravichandran, Kyle Upton, Shiva Taheri, Cheng Liu, Kaltin Ferguson, Mark Adams, Laura J. Bray

PMC · DOI: 10.1007/s10585-026-10391-4 · Clinical & Experimental Metastasis · 2026-01-19

## TL;DR

This study uses digital spatial profiling to identify differences in blood vessel proteins in primary and metastatic triple negative breast cancer tissues.

## Contribution

The study reveals novel endothelial protein signatures associated with metastasis in triple negative breast cancer.

## Key findings

- Fibronectin is significantly downregulated in secondary TNBC sites compared to primary tumors.
- S100B is downregulated in secondary microvasculature and upregulated in metastasis-free primary tissues.
- The findings suggest microvasculature proteins could serve as biomarkers for TNBC metastasis.

## Abstract

Triple Negative Breast Cancer (TNBC) is an aggressive subtype of breast cancer with limited treatment options and poor prognosis. Coupled with this, TNBC shows a high rate of metastasis which is known to be aided by tumour vasculature. Endothelial cells that form the lining of the tumour vasculature exhibit distinct genotype and phenotype differences compared with normal tissue vasculature. However, little is known about endothelial signatures that drive metastasis from a primary tumour, particularly in the context of immune infiltration. In this study, we utilized GeoMX Digital Spatial Profiling to investigate spatial proteomics differences in endothelial cells between primary and secondary sites of TNBC. By segmenting tissues using epithelial (PanCK), immune (CD45), and endothelial (CD31) markers, we analysed the microvasculature for a panel of 79 target proteins. In paired primary and secondary TNBC tissues, we identified significant downregulation of fibronectin (− log2(Fold-Change) = − 1.7, p < 0.001) in secondary sites. Specifically in epithelial regions, S100B was found to be downregulated in secondary microvasculature when compared to primary tumours. Additionally, metastasis-free primary tissues exhibited upregulated expression of S100B when compared to primary tissues that metastasized. Our study highlights the potential contributions of microvasculature to metastatic progression in TNBC, presenting new opportunities to explore them as potential biomarkers of TNBC metastasis.

The online version contains supplementary material available at 10.1007/s10585-026-10391-4.

## Linked entities

- **Proteins:** fn1.S (fibronectin 1 S homeolog), S100B (S100 calcium binding protein B)
- **Diseases:** Triple Negative Breast Cancer (MONDO:0005494), breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** S100B (S100 calcium binding protein B) [NCBI Gene 6285] {aka NEF, S100, S100-B, S100beta}, PECAM1 (platelet and endothelial cell adhesion molecule 1) [NCBI Gene 5175] {aka CD31, CD31/EndoCAM, GPIIA', PECA1, PECAM-1, endoCAM}, FN1 (fibronectin 1) [NCBI Gene 2335] {aka CIG, ED-B, FINC, FN, FNZ, GFND}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}
- **Diseases:** metastasis (MESH:D009362), TNBC (MESH:D064726), breast cancer (MESH:D001943), tumour (MESH:D009369)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12812774/full.md

## References

13 references — full list in the complete paper: https://tomesphere.com/paper/PMC12812774/full.md

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Source: https://tomesphere.com/paper/PMC12812774