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. This evidence concerns the gene CREB3L1 and neoplasm.