Here the authors develop a CRISPR-Cas9-induced human xenograft model of MLL-AF4 infant-ALL that faithfully replicates the disease and reveals that fetal-specific genes are potential infant-ALL drivers. Here, AFF1 is linked to acute lymphoblastic leukemia.