Eight MRGs were developed prognostic model, including PDE1B, MAGEA11, HERC5, TNFRSF21, GADD45GIP1, ABCA4, TAC4, and MYC, all of them were risk factors in osteosarcoma. The gene discussed is GADD45GIP1; the disease is osteosarcoma.