ArticleJournal of experimental & clinical cancer research : CR2022
Gene signatures of circulating breast cancer cell models are a source of novel molecular determinants of metastasis and improve circulating tumor cell detection in patients.
Article in Journal of experimental & clinical cancer research : CR, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 65 citations in OpenAlex.
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- Surface Marker Identification to Capture Live Circulating Tumor Cells in Metastatic Triple-Negative Breast Cancer.Cancer research communications · 2026Article
- Inhibition of ARH2 by pH/ROS-responsive nanosystem for improved lung adenocarcinoma immunochemotherapy.Bioactive materials · 2025Article
- The Underlying Mechanisms and Emerging Strategies to Overcome Resistance in Breast Cancer.Cancers · 2025Review
- Therapeutic resistance and combination therapy for cancer: recent developments and future directions.Scientific reports · 2025Article
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- Multifaceted Approaches in Epithelial Cell Adhesion Molecule-Mediated Circulating Tumor Cell Isolation.Molecules (Basel, Switzerland) · 2025Review
- TNBC response to paclitaxel phenocopies interferon response which reveals cell cycle-associated resistance mechanisms.Scientific reports · 2025Article
- Single-cell RNA sequencing highlights the unique tumor microenvironment of small cell neuroendocrine cervical carcinoma.Journal of translational medicine · 2025Article
- TNBC response to paclitaxel phenocopies interferon response which reveals cell cycle-associated resistance mechanisms.bioRxiv : the preprint server for biology · 2024Article
- Longitudinal analysis of circulating tumor cell numbers improves tracking metastatic breast cancer progression.Scientific reports · 2024Article
- A novel gene-based model for prognosis prediction of head and neck squamous cell carcinoma.Heliyon · 2024Article
- Systematic optimization and evaluation of culture conditions for the construction of circulating tumor cell clusters using breast cancer cell lines.BMC cancer · 2024Article
- Dissemination of Circulating Tumor Cells in Breast and Prostate Cancer: Implications for Early Detection.Endocrinology · 2024Review
- New insights into the correlations between circulating tumor cells and target organ metastasis.Signal transduction and targeted therapy · 2023Review
- Identification of multiple organ metastasis-associated hub mRNA/miRNA signatures in non-small cell lung cancer.Cell death & disease · 2023Article
- Biology of breast cancer brain metastases and novel therapies targeting the blood brain barrier: an updated review.Medical oncology (Northwood, London, England) · 2023Review
- A clinically feasible circulating tumor cell sorting system for monitoring the progression of advanced hepatocellular carcinoma.Journal of nanobiotechnology · 2023Article
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundProgression to stage IV disease remains the main cause of breast cancer-related deaths. Increasing knowledge on the hematogenous phase of metastasis is key for exploiting the entire window of opportunity to interfere with early dissemination and to achieve a more effective disease control. Recent evidence suggests that circulating tumor cells (CTCs) possess diverse adaptive mechanisms to survive in blood and eventually metastasize, encouraging research into CTC-directed therapies.
methodsOn the hypothesis that the distinguishing molecular features of CTCs reveal useful information on metastasis biology and disease outcome, we compared the transcriptome of CTCs, primary tumors, lymph-node and lung metastases of the MDA-MB-231 xenograft model, and assessed the biological role of a panel of selected genes, by in vitro and in vivo functional assays, and their clinical significance in M0 and M+ breast cancer patients.
resultsWe found that hematogenous dissemination is governed by a transcriptional program and identified a CTC signature that includes 192 up-regulated genes, mainly related to cell plasticity and adaptation, and 282 down-regulated genes, involved in chromatin remodeling and transcription. Among genes up-regulated in CTCs, FADS3 was found to increases cell membrane fluidity and promote hematogenous diffusion and lung metastasis formation. TFF3 was observed to be associated with a subset of CTCs with epithelial-like features in the experimental model and in a cohort of 44 breast cancer patients, and to play a role in cell migration, invasion and blood-borne dissemination. The analysis of clinical samples with a panel of CTC-specific genes (ADPRHL1, ELF3, FCF1, TFF1 and TFF3) considerably improved CTC detection as compared with epithelial and tumor-associated markers both in M0 and stage IV patients, and CTC kinetics informed disease relapse in the neoadjuvant setting.
conclusionsOur findings provide evidence on the potential of a CTC-specific molecular profile as source of metastasis-relevant genes in breast cancer experimental models and in patients. Thanks to transcriptome analysis we generated a novel CTC signature in the MDA-MB-231 xenograft model, adding a new piece to the current knowledge on the key players that orchestrate tumor cell hematogenous dissemination and breast cancer metastasis, and expanding the list of CTC-related biomarkers for future validation studies.
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