Multivariate COX analysis based on stepwise regression finally identified the five genes that had the greatest impact on the prognosis of osteosarcoma, which were ZYX, GJA5, GAL, GRAMD1B and CKMT2 (Fig 4D). Here, GRAMD1B is linked to osteosarcoma.