ArticlePloS one2012
Global gene expression analysis of the interaction between cancer cells and osteoblasts to predict bone metastasis in breast cancer.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Prognostic Relevance of Inflammatory Cytokines Il-6 and TNF-Alpha in Patients with Breast Cancer: A Systematic Review and Meta-Analysis.Current oncology (Toronto, Ont.) · 2025Pooled it
- Predictive and prognostic biomarkers of bone metastasis in breast cancer: current status and future directions.Cell & bioscience · 2023Review
- Interleukins as Mediators of the Tumor Cell-Bone Cell Crosstalk during the Initiation of Breast Cancer Bone Metastasis.International journal of molecular sciences · 2021Review
- Application of "omics" sciences to the prediction of bone metastases from breast cancer: State of the art.Journal of bone oncology · 2021Review
- Long Noncoding RNAGenes · 2021Article
- What Is the Role of Interleukins in Breast Cancer Bone Metastases? A Systematic Review of Preclinical and Clinical Evidence.Cancers · 2019Review
- Causal Inference Network of Genes Related with Bone Metastasis of Breast Cancer and Osteoblasts Using Causal Bayesian Networks.Journal of bone metabolism · 2018Article
- CellExpress: a comprehensive microarray-based cancer cell line and clinical sample gene expression analysis online system.Database : the journal of biological databases and curation · 2018Article
- In Vitro Co-Culture Models of Breast Cancer Metastatic Progression towards Bone.International journal of molecular sciences · 2016Review
- Progress towards understanding heterotypic interactions in multi-culture models of breast cancer.Integrative biology : quantitative biosciences from nano to macro · 2016Review
- Tumor-Derived Cell Lines as Molecular Models of Cancer Pharmacogenomics.Molecular cancer research : MCR · 2016Review
- Cancer-Osteoblast Interaction Reduces Sost Expression in Osteoblasts and Up-Regulates lncRNA MALAT1 in Prostate Cancer.Microarrays (Basel, Switzerland) · 2015Article
- Direct but not indirect co-culture with osteogenically differentiated human bone marrow stromal cells increases RANKL/OPG ratio in human breast cancer cells generating bone metastases.Molecular cancer · 2014Article
- Transcriptional regulation of oncogenic protein kinase Cϵ (PKCϵ) by STAT1 and Sp1 proteins.The Journal of biological chemistry · 2014Article
- Monitoring dynamic interactions between breast cancer cells and human bone tissue in a co-culture model.Molecular imaging and biology · 2014Article
- Analysis of protein-protein interaction network and functional modules on primary osteoporosis.European journal of medical research · 2014Article
- A gene signature for late distant metastasis in breast cancer identifies a potential mechanism of late recurrences.Molecular oncology · 2013Article
- The tumor suppressor function of STAT1 in breast cancer.JAK-STAT · 2013Review
Corrections and comments
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Authors and funding
5 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBone metastasis is a main cause of morbidity in breast cancer. Since breast cancer is a heterogeneous disease, the interactions of cancer cells with the skeletal host cells might also be diverse. We hypothesized that gene expression signatures induced by heterotypic interaction of breast cancer cells and osteoblasts might be of clinical relevance. METHODOLOGY/PRINCIPAL
findingsWe established an ex vivo co-culture model using benign breast epithelial cells or a panel of 5 malignant breast epithelial cells in combination with primary human osteoblasts and determined associated gene expression changes with HEEBO microarrays. Pretreatment gene expression profiles of 295 early stage breast cancers published from the Netherlands Cancer Institute with a median follow up of 12.6 years allowed evaluating in vitro effects in the in vivo situation.The effects of the interaction between osteoblasts and breast cancer cell lines of different origin were very heterogeneous. Hs578T cells started to proliferate in co-culture with osteoblasts, SKBR-3 induced a TGF-β response and MDA-MB231 cells showed two distinct sets of up-regulated genes: A set of interferon response genes associated with an up-regulation of STAT1 was in vivo remarkably coherent providing a basis for segregation of tumors into two groups. In a uni-variate analysis, early stage tumors with high expression levels (n = 136) of this gene set had a significantly lower overall survival rate (p = 0.005) (63% at 10 years) than tumors with low expression levels (n = 159) (overall survival: 77% at 10 years). The second gene set was associated with IL-6 and did not significantly change the overall survival rate (p = 0.165), but was significantly associated with a shorter time to bone metastasis (p = 0.049; 74% vs. 83% at 10 years). CONCLUSION/SIGNIFICANCE: An IL-6 gene expression pattern induced by heterotypic interaction of breast cancer cells with osteoblasts in vitro is associated with a higher rate of bone metastasis in vivo.
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