GSEA was applied by us to reveal PDE1B related pathways in osteosarcoma, and our outcomes showed that PDE1B was markedly linked to calcium, cell cycle, chemokine, JAK STAT, and VEGF pathways (Fig. 5 and Table 3). The gene discussed is SOAT1; the disease is osteosarcoma.