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A Matrigel-Based Tube Formation Assay to Assess the Vasculogenic Activity of Tumor Cells
Published on: September 7, 2011
Vasculogenic mimicry regulates immune infiltration and mutational status of the tumor microenvironment in breast
Shurong Zheng1, Guilong Guo1, Zhi Yang1
1Department of Breast surgery, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
This study identifies vasculogenic mimicry (VM) biomarkers for breast cancer, enabling better patient stratification and prognosis. The developed VM gene model aids in understanding tumor angiogenesis and breast cancer progression.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Vasculogenic mimicry (VM) describes tumor-formed microcirculatory networks crucial in invasive cancers.
- A significant gap exists in identifying VM-based biomarkers for breast cancer prognosis and treatment.
Purpose of the Study:
- To identify novel VM-related biomarkers for breast cancer.
- To develop a prognostic model for breast cancer utilizing VM key genes.
- To investigate the association between VM and tumor immune infiltration.
Main Methods:
- Utilized TCGA and GEO databases for transcriptomic, single-cell sequencing, and clinical data.
- Performed single-cell analysis, KEGG, GO, and GSEA for pathway and functional enrichment analysis.
- Constructed a VM biomarker model and analyzed its correlation with immune infiltration and gene NDRG1's role in cell invasion.
Main Results:
- Single-cell analysis identified VM-high groups in epithelial cells and VM-low groups in immune/stromal cells.
- Key pathways (TGFβ, p53, MAPK) linked to VM-mediated breast cancer invasion.
- A VM gene-based prognostic model successfully stratified patients in TCGA-BRCA and GSE58812 datasets, correlating VM markers with immune cell regulation and NDRG1 promoting cell colony formation.
Conclusions:
- The developed VM-related gene model shows potential for breast cancer prognostic prediction and patient stratification.
- This research offers insights into VM's biological regulation in breast cancer, aiding understanding of tumor angiogenesis and development.
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