By the Lasso Cox regression analysis, 6 key PRGs were screened for constructing the optimal model, namely CHMP4C, GZMA, BAK1, CASP1, CASP6, and GSDMA, and a six PRGs signature was successfully constructed for osteosarcoma. The gene discussed is CASP1; the disease is osteosarcoma.