ArticleBreast cancer research : BCR2014
A signature of epithelial-mesenchymal plasticity and stromal activation in primary tumor modulates late recurrence in breast cancer independent of disease subtype.
Article in Breast cancer research : BCR, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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Who cites it
39 citing papers in PubMed, 72 citations in OpenAlex.
- Epithelial-mesenchymal transition in carcinoma: navigating phenotypic states to target resistance and metastasis.Cancer metastasis reviews · 2026Review
- Multi-omic Profiling of Recurrence Risk Across Breast Cancer Subtypes.medRxiv : the preprint server for health sciences · 2026Article
- Spatial ecology of breast cancer reveals co-evolution of proliferative and dormant niches.Genome medicine · 2026Article
- Construction of Metastasis Prediction Models and Screening of Anti-Metastatic Drugs Based on Pan-Cancer Single-Cell EMT Features.International journal of molecular sciences · 2025Article
- Exploring public cancer gene expression signatures across bulk, single-cell and spatial transcriptomics data with signifinder Bioconductor package.NAR genomics and bioinformatics · 2024Article
- Dormant tumors circumvent tumor-specific adaptive immunity by establishing a Treg-dominated niche via DKK3.JCI insight · 2023Article
- Dormant cancer cells: programmed quiescence, senescence, or both?Cancer metastasis reviews · 2023Review
- CCM signaling complex (CSC) couples both classic and non-classic Progesterone receptor signaling.Cell communication and signaling : CCS · 2022Article
- Primary tumor associated macrophages activate programs of invasion and dormancy in disseminating tumor cells.Nature communications · 2022Article
- Epithelial-Mesenchymal Transition-Based Gene Signature and Distinct Molecular Subtypes for Predicting Clinical Outcomes in Breast Cancer.International journal of general medicine · 2022Article
- Breast cancer dormancy is associated with a 4NG1 state and not senescence.NPJ breast cancer · 2021Article
- Cellular dormancy in minimal residual disease following targeted therapy.Breast cancer research : BCR · 2021Article
- Breast cancer dormancy: need for clinically relevant models to address current gaps in knowledge.NPJ breast cancer · 2021Review
- Methodology to analyze gene expression patterns of early mammary development in pig models.Molecular biology reports · 2020Article
- Crosstalk with lung epithelial cells regulates Sfrp2-mediated latency in breast cancer dissemination.Nature cell biology · 2020Article
- Detection of disseminated tumor cells in bone marrow predict late recurrences in operable breast cancer patients.BMC cancer · 2019Article
- Beyond 5 years: enduring risk of recurrence in oestrogen receptor-positive breast cancer.Nature reviews. Clinical oncology · 2019Review
- Prognostic Factors of Local-Regional Recurrence in Patients with Operable Breast Cancer in Asia: A Meta-Analysis.Open access Macedonian journal of medical sciences · 2019Review
- Behind the Wheel of Epithelial Plasticity in KRAS-Driven Cancers.Frontiers in oncology · 2019Review
- Epithelial-to-mesenchymal transition and cancer stem cells contribute to breast cancer heterogeneity.Journal of cellular physiology · 2018Review
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 1 country.
Funding
Abstract
introductionDespite improvements in adjuvant therapy, late systemic recurrences remain a lethal consequence of both early- and late-stage breast cancer. A delayed recurrence is thought to arise from a state of tumor dormancy, but the mechanisms that govern tumor dormancy remain poorly understood.
methodsTo address the features of breast tumors associated with late recurrence, but not confounded by variations in systemic treatment, we compiled breast tumor gene expression data from 4,767 patients and established a discovery cohort consisting of 743 lymph node-negative patients who did not receive systemic neoadjuvant or adjuvant therapy. We interrogated the gene expression profiles of the 743 tumors and identified gene expression patterns that were associated with early and late disease recurrence among these patients. We applied this classification to a subset of 46 patients for whom expression data from microdissected tumor epithelium and stroma was available, and identified a distinct gene signature in the stroma and also a corresponding tumor epithelium signature that predicted disease recurrence in the discovery cohort. This tumor epithelium signature was then validated as a predictor for late disease recurrence in the entire cohort of 4,767 patients.
resultsWe identified a novel 51-gene signature from microdissected tumor epithelium associated with late disease recurrence in breast cancer independent of the molecular disease subtype. This signature correlated with gene expression alterations in the adjacent tumor stroma and describes a process of epithelial to mesenchymal transition (EMT) and tumor-stroma interactions.
conclusionsOur findings suggest that an EMT-related gene signature in the tumor epithelium is related to both stromal activation and escape from disease dormancy in breast cancer. The presence of a late recurrence gene signature in the primary tumor also suggests that intrinsic features of this tumor regulate the transition of disseminated tumor cells into a dormant phenotype with the ability to outgrowth as recurrent disease.
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