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Title:
A compact VEGF signature associated with distant metastases and poor outcomes | BMC Medicine
Description:
Background Tumor metastases pose the greatest threat to a patient
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Keywords {🔍}
pubmed, expression, gene, article, google, scholar, cancer, vegf, profile, breast, cas, set, metscore, data, metastasis, cell, genes, analysis, tumors, figure, signature, distant, patients, tumor, metastases, survival, central, perou, table, profiles, samples, nki, cluster, van, primary, file, average, test, showed, patient, microarrays, lung, clinical, performed, intrinsic, subtype, hifα, correlated, identified, including,
Topics {✒️}
outcome-based cut-point optimization kaplan-meier survival plots open access article 'dna/nucleic acid binding' kaplan-meier plot analysis specific end-organ tropisms k-nearest neighbor classifier effective anti-angiogenesis therapies endothelial cell growth comparative sequence-based discovery article download pdf collagen protein subunits full size image mouse anti-human hif1α robust multi-chip average immune-cell/hla cluster genome-wide expression patterns fibroblast/mesenchymal cell cluster gene-expression-based predictors anti-sense rna probes lowess-normalized log2 ratio diffuse hif-1alpha expression multi-class significance analysis node-negative breast cancer gene expression-based classification lymphatic vessel growth cox hazard model dig rna-labeling kit cell-intrinsic factors include whitfield ml pre-publication history full cluster diagram angiogenesis-related factors saldanha aj hif-1alpha-mediated final model contained rijn van de privacy choices/manage cookies nki test set fibroblast/mesenchymal signature backwards variable selection p50-ca58223-09a1 vivo hypoxia signature fibroblast/myofibroblast component full access gene-expression signature gene expression signature gene expression patterns probe level intensity fos-jun cluster
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headline:A compact VEGF signature associated with distant metastases and poor outcomes
description:Tumor metastases pose the greatest threat to a patient's survival, and thus, understanding the biology of disseminated cancer cells is critical for developing effective therapies. Microarrays and immunohistochemistry were used to analyze primary breast tumors, regional (lymph node) metastases, and distant metastases in order to identify biological features associated with distant metastases. When compared with each other, primary tumors and regional metastases showed statistically indistinguishable gene expression patterns. Supervised analyses comparing patients with distant metastases versus primary tumors or regional metastases showed that the distant metastases were distinct and distinguished by the lack of expression of fibroblast/mesenchymal genes, and by the high expression of a 13-gene profile (that is, the 'vascular endothelial growth factor (VEGF) profile') that included VEGF, ANGPTL4, ADM and the monocarboxylic acid transporter SLC16A3. At least 8 out of 13 of these genes contained HIF1α binding sites, many are known to be HIF1α-regulated, and expression of the VEGF profile correlated with HIF1α IHC positivity. The VEGF profile also showed prognostic significance on tests of sets of patients with breast and lung cancer and glioblastomas, and was an independent predictor of outcomes in primary breast cancers when tested in models that contained other prognostic gene expression profiles and clinical variables. These data identify a compact in vivo hypoxia signature that tends to be present in distant metastasis samples, and which portends a poor outcome in multiple tumor types. This signature suggests that the response to hypoxia includes the ability to promote new blood and lymphatic vessel formation, and that the dual targeting of multiple cell types and pathways will be needed to prevent metastatic spread.
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Intrinsic Subtype
Fibroblast Activation Protein
Regional Metastasis
Medicine/Public Health
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Biomedicine
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headline:A compact VEGF signature associated with distant metastases and poor outcomes
description:Tumor metastases pose the greatest threat to a patient's survival, and thus, understanding the biology of disseminated cancer cells is critical for developing effective therapies. Microarrays and immunohistochemistry were used to analyze primary breast tumors, regional (lymph node) metastases, and distant metastases in order to identify biological features associated with distant metastases. When compared with each other, primary tumors and regional metastases showed statistically indistinguishable gene expression patterns. Supervised analyses comparing patients with distant metastases versus primary tumors or regional metastases showed that the distant metastases were distinct and distinguished by the lack of expression of fibroblast/mesenchymal genes, and by the high expression of a 13-gene profile (that is, the 'vascular endothelial growth factor (VEGF) profile') that included VEGF, ANGPTL4, ADM and the monocarboxylic acid transporter SLC16A3. At least 8 out of 13 of these genes contained HIF1α binding sites, many are known to be HIF1α-regulated, and expression of the VEGF profile correlated with HIF1α IHC positivity. The VEGF profile also showed prognostic significance on tests of sets of patients with breast and lung cancer and glioblastomas, and was an independent predictor of outcomes in primary breast cancers when tested in models that contained other prognostic gene expression profiles and clinical variables. These data identify a compact in vivo hypoxia signature that tends to be present in distant metastasis samples, and which portends a poor outcome in multiple tumor types. This signature suggests that the response to hypoxia includes the ability to promote new blood and lymphatic vessel formation, and that the dual targeting of multiple cell types and pathways will be needed to prevent metastatic spread.
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