We propose that these signatures contribute to the high-risk behavior of selected ALL subsets: RAG as an active driver increasing the odds for CNAhigh/IKZF1pos development among CNApos, while the abundance of AID indicates poor risk subset among CNAneg ALL patients. Here, AICDA is linked to acute lymphoblastic leukemia.