Comprehensive analysis of the value of angiogenesis and stemness-related genes in the prognosis and immunotherapy of ovarian cancer

Biofactors. 2025 Jan-Feb;51(1):e2155. doi: 10.1002/biof.2155.

Abstract

Tumor angiogenesis and the presence of cancer stem cells (CSCs) are critical characteristics of tumors. Previous research has demonstrated that cancer stem cells promote tumor angiogenesis, while increased vascularity, in turn, fosters the growth of cancer stem cells. This creates a detrimental cycle that contributes to tumor progression. However, studies investigating the angiogenesis and stemness characteristics in ovarian cancer (OV) are limited. In this study, we employed cluster analysis and LASSO methods to assess the significance of angiogenesis- and stemness-related genes in the efficacy of OV immunotherapy. Through multivariate Cox regression analysis and Friends analysis, we identified TNFSF11 as the most significant prognostic gene associated with angiogenesis and stemness. Additionally, molecular docking results confirmed that TNFSF11 exhibits a high affinity for sorafenib and sunitinib. In summary, for the first time, we conducted a comprehensive analysis of the roles of angiogenesis and stemness-related genes in the prognosis and immunotherapy of OV patients, revealing TNFSF11 as a novel therapeutic target.

Keywords: angiogenesis; immunotherapy; ovarian cancer; prognosis; stemness.

MeSH terms

  • Angiogenesis
  • Female
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Immunotherapy* / methods
  • Molecular Docking Simulation
  • Neoplastic Stem Cells* / immunology
  • Neoplastic Stem Cells* / metabolism
  • Neoplastic Stem Cells* / pathology
  • Neovascularization, Pathologic* / genetics
  • Neovascularization, Pathologic* / immunology
  • Neovascularization, Pathologic* / pathology
  • Ovarian Neoplasms* / drug therapy
  • Ovarian Neoplasms* / genetics
  • Ovarian Neoplasms* / immunology
  • Ovarian Neoplasms* / pathology
  • Ovarian Neoplasms* / therapy
  • Prognosis