Herein, the tumorigenic genes in osteosarcoma cell lines were identified by bioinformatic analysis, and Hes related family bHLH transcription factor with YRPW motif 1 (HEY1) was identified as a key factor in tumorigenicity of osteosarcoma cells by subsequent experimental validation. Here, HEY1 is linked to osteosarcoma.