Evidence map›Paper›PMID 40329429›Full record

ArticleExperimental hematology & oncology2025

Transcriptomic profiling of circulating tumor cells from metastatic breast cancer patients reveals new hints in their biological features and phenotypic heterogeneity.

Tania Rossi, Sara Bandini, Michele Zanoni, Michela Cortesi, Michela Palleschi, Erika Bandini, Andrea Rocca, Giulia Gallerani, Ivan Vannini, Meropi Plousiou and 6 more

Abstract readLetter
In one paragraph

Article in Experimental hematology & oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Review
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

16 authors.

Tania RossiBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy. tania.rossi@irst.emr.it.
Sara BandiniBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Michele ZanoniBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Michela CortesiBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Michela PalleschiMedical Oncology, Breast & GYN Unit, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Erika BandiniBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Andrea RoccaDepartment of Medical, Surgical and Health Sciences, University of Trieste, 34149, Trieste, Italy.
Giulia GalleraniDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.
Ivan VanniniPathology Unit, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì, Italy.
Meropi PlousiouBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Lorenzo GerratanaDepartment of Medicine (DMED), University of Udine, 33100, Udine, Italy.
Antonino MusolinoMedical Oncology, Breast & GYN Unit, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Giovanni TalliniDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.
Giovanni MartinelliDepartment of Hematology and Sciences Oncology, Institute of Haematology "L. and A. Seràgnoli", S. Orsola University Hospital, 40138, Bologna, Italy.
Ugo De GiorgiDepartment of Medical Oncology, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
Paola UliviBiosciences Laboratory, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The study of circulating tumor cells (CTCs) provides critical insights into the biological mechanisms underlying metastasis. This study aims to demonstrate the applicability of an integrated DEPArray-based phenotypic analysis combined with transcriptomic characterization to investigate the biology of CTCs isolated from 10 patients with metastatic breast cancer (MBC). The transcriptional profiles of CTCs were consistent with both the cancer type and epithelial characteristics. Gene set enrichment analysis identified pathways associated with synapse organization and calcium channel activity. Furthermore, distinct gene expression profiles were linked to specific metastatic sites, particularly bone metastases. We also report a rare and understudied population of CTCs, characterized by the co-expression of epithelial and leukocyte markers, observed exclusively in patient-derived samples and not in blood samples from healthy volunteers spiked with SKBR-3 and MCF-7 cell lines. This suggests that these double-positive CTCs (dpCTCs) may have a specific role in the metastatic process. The transcriptomic characterization of these rare CTCs enhances our understanding of their biology and potential involvement in metastasis. As a pilot study, our findings underscore the potential of CTC-based transcriptomics as a valuable tool for advancing clinical and biological understanding of MBC, particularly regarding metastatic mechanisms and organotropism. Moreover, it provides preliminary insights into dpCTCs, a poorly characterized population that may play a pivotal role in metastasis but remains largely unexplored. These findings could pave the way for developing targeted therapies aimed at the pathways driving metastasis and for improving patient monitoring through CTC profiling.

Indexed as

CTCsDEPArrayGene expression analysisLiquid biopsyMetastasisMetastatic breast cancerOrganotropismRNA-sequencing

Identifiers

PMID40329429
PMCPMC12054220

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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.