In conclusion, our finding reveals that GTSE1+ OB cells and CREB3L1+ CB cells enrich in metastatic OS, and a coordinated pro-metastatic tumor microenvironment driven by cancer cells and non-malignant cells. The gene discussed is GTSE1; the disease is neoplasm.