Evidence mapPaperPMID 41549158Full record

ArticleClinical & experimental metastasis2026

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

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

Abstract read
In one paragraph

Article in Clinical & experimental metastasis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Akhilandeshwari RavichandranCentre for Biomedical Technologies, Queensland University of Technology (QUT), 60 Musk Ave., Kelvin Grove, QLD, 4059, Australia.ORCID 0000-0003-4807-1150
Kyle UptonCentral Analytical Research Facility, Queensland University of Technology (QUT), 2 George St, Brisbane City, QLD, 4000, Australia.ORCID 0000-0003-1101-8081
Shiva TaheriCentre for Biomedical Technologies, Queensland University of Technology (QUT), 60 Musk Ave., Kelvin Grove, QLD, 4059, Australia.ORCID 0000-0001-8346-668X
Cheng LiuPathology Queensland, Princess Alexandra Hospital, Brisbane, QLD, 4102, Australia.
Kaltin FergusonMater Research Institute - The University of Queensland, Translational Research Institute, 37 Kent Street, Woolloongabba, QLD, Australia.ORCID 0009-0000-2148-4380
Mark AdamsFaculty of Health, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology (QUT), 60 Musk Ave., Kelvin Grove, QLD, 4059, Australia.ORCID 0000-0003-1906-5018
Laura J BrayCentre for Biomedical Technologies, Queensland University of Technology (QUT), 60 Musk Ave., Kelvin Grove, QLD, 4059, Australia. laura.bray@qut.edu.au.ORCID 0000-0002-1174-0018

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Biomarkers, TumorNeovascularization, PathologicTriple Negative Breast NeoplasmsFemaleHumansMicrovesselsNeoplasm MetastasisProteomicsSpatial TranscriptomicsBiomarkers, TumorMetastasisMicrovasculatureSpatial profilingTNBC

Identifiers

PMID41549158
PMCPMC12812774

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.