We report here that bad-CNA: CNAhigh/IKZF1pos is the most important CNA profile identifying patients with the worst outcome both in NEG and BCR::ABL subgroups of intensively treated adult ALL, and with the high RAG2 expression as a causal driver of the mutagenic process. Here, RAG2 is linked to acute lymphoblastic leukemia.