Evidence map›Paper›PMID 34233875›Full record

ArticleScience advances2021

The site of breast cancer metastases dictates their clonal composition and reversible transcriptomic profile.

Jean Berthelet, Verena C Wimmer, Holly J Whitfield, Antonin Serrano, Thomas Boudier, Stefano Mangiola, Michal Merdas, Farrah El-Saafin, David Baloyan, Jordan Wilcox and 11 more

Open access · goldAbstract read
In one paragraph

Article in Science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
2.3field-weighted citation impact, top 11% of its field
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

31 citing papers in PubMed, 41 citations in OpenAlex.

  1. Prospective pilot study with [European journal of nuclear medicine and molecular imaging · 2026
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  3. Review
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  5. Decoding the breast cancer microenvironment by spatial multi-omics: from architecture to clinical translation.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
  6. Article
  7. Article
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  12. Collective migration modes in development, tissue repair and cancer.Nature reviews. Molecular cell biology · 2025
    Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Mechanisms of Organ-Specific Metastasis of Breast Cancer.Cold Spring Harbor perspectives in medicine · 2023
    Review
  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

21 authors at 2 institutions in 1 country.

Jean BertheletOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia. delphine.merino@onjcri.org.au jean.berthelet@onjcri.org.au.ORCID 0000-0003-2562-0575
Verena C WimmerAdvanced Technology and Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia.ORCID 0000-0002-9931-8179
Holly J WhitfieldDepartment of Medical Biology, Faculty of Medicine, Dentistry, and Health Science, The University of Melbourne, Parkville, VIC 3010, Australia.ORCID 0000-0002-7282-387X
Antonin SerranoOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0002-8178-6441
Thomas BoudierAdvanced Technology and Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia.ORCID 0000-0002-0148-7733
Stefano MangiolaDepartment of Medical Biology, Faculty of Medicine, Dentistry, and Health Science, The University of Melbourne, Parkville, VIC 3010, Australia.ORCID 0000-0001-7474-836X
Michal MerdasOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0003-3257-9953
Farrah El-SaafinOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0002-1650-8007
David BaloyanOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.
Jordan WilcoxOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0002-0585-9573
Steven WilcoxAdvanced Technology and Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia.
Adam C ParslowOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0002-9868-6914
Anthony T PapenfussDepartment of Medical Biology, Faculty of Medicine, Dentistry, and Health Science, The University of Melbourne, Parkville, VIC 3010, Australia.ORCID 0000-0002-1102-8506
Belinda YeoOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.ORCID 0000-0002-9218-9917
Matthias ErnstOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.
Bhupinder PalOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.
Robin L AndersonOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia.
Melissa J DavisDepartment of Medical Biology, Faculty of Medicine, Dentistry, and Health Science, The University of Melbourne, Parkville, VIC 3010, Australia.ORCID 0000-0003-4864-7033
Kelly L RogersAdvanced Technology and Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia.ORCID 0000-0002-6755-0221
Frédéric HollandeDepartment of Clinical Pathology, Faculty of Medicine, Dentistry, and Health Science, The University of Melbourne, Melbourne, VIC 3000, Australia.ORCID 0000-0002-7046-8392
Delphine MerinoOlivia Newton-John Cancer Research Institute, Heidelberg, VIC 3084, Australia. delphine.merino@onjcri.org.au jean.berthelet@onjcri.org.au.ORCID 0000-0002-8075-6275
The University of Melbourne · AULa Trobe University · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Intratumoral heterogeneity is a driver of breast cancer progression, but the nature of the clonal interactive network involved in this process remains unclear. Here, we optimized the use of optical barcoding to visualize and characterize 31 cancer subclones in vivo. By mapping the clonal composition of thousands of metastases in two clinically relevant sites, the lungs and liver, we found that metastases were highly polyclonal in lungs but not in the liver. Furthermore, the transcriptome of the subclones varied according to their metastatic niche. We also identified a reversible niche-driven signature that was conserved in lung and liver metastases collected during patient autopsies. Among this signature, we found that the tumor necrosis factor-α pathway was up-regulated in lung compared to liver metastases, and inhibition of this pathway affected metastasis diversity. These results highlight that the cellular and molecular heterogeneity observed in metastases is largely dictated by the tumor microenvironment.

Indexed as

Breast NeoplasmsLiver NeoplasmsLung NeoplasmsFemaleHumansNeoplasm MetastasisTranscriptomeTumor Microenvironment

Identifiers

PMID34233875
PMCPMC8262813
OpenAlexW3182401104

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.