Here, we developed a new data-driven approach to inferring and modeling core GRN regulating leukemogenesis in IDH1/2 mutated AML by integrating top-down bioinformatics approach and bottom-up mathematical modeling. Here, IDH1 is linked to acute myeloid leukemia.