Evidence map›Paper›PMID 39437149›Full record

ArticleCancer research2025

Distant Metastases of Breast Cancer Resemble Primary Tumors in Cancer Cell Composition but Differ in Immune Cell Phenotypes.

Laura Kuett, Alina Bollhagen, Sandra Tietscher, Bettina Sobottka, Nils Eling, Zsuzsanna Varga, Holger Moch, Natalie de Souza, Bernd Bodenmiller

Abstract read
In one paragraph

Article in Cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

20 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Observational
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Spatial architecture of development and disease.Nature reviews. Genetics · 2026
    Review
  11. Article
  12. Review
  13. Review
  14. Polyphenol-enriched fraction ofFrontiers in pharmacology · 2026
    Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Laura Kuett *Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0009-0002-8578-0247
Alina Bollhagen *Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0000-0003-3592-8282
Sandra Tietscher *Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0000-0001-9613-2224
Bettina Sobottka *Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-0890-5248
Nils ElingDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0000-0002-4711-1176
Zsuzsanna VargaDepartment of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-2855-983X
Holger MochDepartment of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-7986-2839
Natalie de SouzaDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0000-0003-4286-8951
Bernd BodenmillerDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.ORCID 0000-0002-6325-7861

Funding

Single-Cell Analyses of Human Islets in T1D Using Highly Multiplexed ImagingUC4DK108132 · NIDDK · UNIVERSITY OF FLORIDA · PI ATKINSON, MARK A., BODENMILLER, BERND · 2015 to 2015
$3.6M
Cancer Research UK (CRUK) IMAXT Grand ChallengeEuropean Research Council (ERC) 866074NIDDK NIH HHS UC4 DK108132Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (SNF) 310030_205007
6 · The paper itself

Abstract

Breast cancer is the most commonly diagnosed cancer in women, with distant metastasis being the main cause of breast cancer-related deaths. Elucidating the changes in the tumor and immune ecosystems that are associated with metastatic disease is essential to improve understanding and ultimately treatment of metastasis. Here, we developed an in-depth, spatially resolved single-cell atlas of the phenotypic diversity of tumor and immune cells in primary human breast tumors and matched distant metastases, using imaging mass cytometry to analyze a total of 75 unique antibody targets. Although the same tumor cell phenotypes were typically present in primary tumors and metastatic sites, suggesting a strong founder effect of the primary tumor, their proportions varied between matched samples. Notably, the metastatic site did not influence tumor phenotype composition, except for the brain. Metastatic sites exhibited a lower number of immune cells overall but had a higher proportion of myeloid cells as well as exhausted and cytotoxic T cells. Myeloid cells showed distinct tissue-specific compositional signatures and increased presence of potentially matrix remodeling phenotypes in metastatic sites. This analysis of tumor and immune cell phenotypic composition of metastatic breast cancer highlights the heterogeneity of the disease within patients and across distant metastatic sites, indicating myeloid cells as the predominant immune modulators that could potentially be targeted at these sites. Significance: Multiplex imaging analysis of matched primary and metastatic breast tumors provides a phenotypic and spatial map of tumor microenvironments, revealing similar compositions of cancer cells and divergent immunologic features between matched samples.

Indexed as

Breast NeoplasmsPhenotypeTumor MicroenvironmentFemaleHumansMyeloid CellsNeoplasm MetastasisSingle-Cell Analysis

Identifiers

PMID39437149
PMCPMC11694063

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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 OpenQuestion graph.