In this study, we constructed a prognostic model based on nine key URGs (ATL2, MKRN1, FBXW8, FBXO8, DCAF16, WSB1, CHFR, MDM2, and SOCS2), providing new insights into the molecular mechanisms underlying ALL progression. Here, DCAF16 is linked to acute lymphoblastic leukemia.