Finally, the ligand-receptor interactions of PTN signaling, illustrated in Figure 3E, emphasize its crucial role in regulating intercellular communication within the HGSOC TME, highlighting PTN as a central modulator of cellular interactions in ovarian cancer. The gene discussed is PTN; the disease is ovarian carcinoma.