Analysis using CIBERSORT, MCP‐counter, ssGSEA, and Xcell showed higher infiltration of Memory‐B cells, activated B cells, and activated CD8+ T cells in TME in male osteosarcoma patients compared with female patients. This evidence concerns the gene CD8A and osteosarcoma.