These findings clarify the mechanistic basis for IKZF1 tumor-suppressor function and demonstrate that IKAROS restoration reestablishes lineage-specific chromatin architecture by coupling enhancer repression, transcriptional reprogramming, and genome organization into a unified model of leukemia restraint. Here, IKZF1 is linked to leukemia.