In the present study, we analyzed the high-throughput RNA-sequencing data and clinical information of 86 osteosarcoma patients, and identified eight prognosis-related genes, including MAP3K5, G6PD, HMOX1, ATF4, ACADVL, MAPK1, MAPK10, and INS. Here, INS is linked to osteosarcoma.