Clinical Cancer Research · 2009 · 122 citations · 46 references
MedicineMolecular BiologyOncologyMetastasisMolecular OncologyTumor ProgressionCancer Cell SignalingCancer ProgressionLung CancerLung MetastasisMalignant NeoplasmsSignal Transduction In CancerEpithelial-mesenchymal Transition In CancerEpithelial-mesenchymal Transition MarkersLung CarcinogenesisMicroarray AnalysisMicroarray Differential Expression AnalysisOrthotopic Tumor ModelsTissue Microarray AnalysisTumor Burden Measurement
PURPOSE: As a transcriptional repressor of E-cadherin, Snail has predominantly been associated with epithelial-mesenchymal transition, invasion, and metastasis. However, other important Snail-dependent malignant phenotypes have not been fully explored. Here, we investigate the contributions of Snail to the progression of non-small cell lung cancer (NSCLC). EXPERIMENTAL DESIGN: Immunohistochemistry was done to quantify and localize Snail in human lung cancer tissues, and tissue microarray analysis was used to correlate these findings with survival. NSCLC cell lines gene-modified to stably overexpress Snail were evaluated in vivo in two severe combined immunodeficiency murine tumor models. Differential gene expression between Snail-overexpressing and control cell lines was evaluated using gene expression microarray analysis. RESULTS: Snail is upregulated in human NSCLC tissue, and high levels of Snail expression correlate with decreased survival (P < 0.026). In a heterotopic model, mice bearing Snail-overexpressing tumors developed increased primary tumor burden (P = 0.008). In an orthotopic model, mice bearing Snail-overexpressing tumors also showed a trend toward increased metastases. In addition, Snail overexpression led to increased angiogenesis in primary tumors as measured by MECA-32 (P < 0.05) positivity and CXCL8 (P = 0.002) and CXCL5 (P = 0.0003) concentrations in tumor homogenates. Demonstrating the importance of these proangiogenic chemokines, the Snail-mediated increase in tumor burden was abrogated with CXCR2 blockade. Gene expression analysis also revealed Snail-associated differential gene expression with the potential to affect angiogenesis and diverse aspects of lung cancer progression. CONCLUSION: Snail upregulation plays a role in human NSCLC by promoting tumor progression mediated by CXCR2 ligands.
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Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Ahmedin Jemal, Rebecca L. Siegel, Elizabeth Ward et al. · CA A Cancer Journal for Clinicians · 2008 · 10.2K citations · Full text
Classification and regression trees
J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations