Additionally, considering the crucial role of immune cell infiltration in the tumor-immune microenvironment during the progression of OS [28], we further explored the association between the intra-tumoral immune microenvironment and RAMP1 in OS. The gene discussed is RAMP1; the disease is neoplasm.