We also demonstrate that MiSL solves two problems that are directly translatable to clinical applications: identifying novel mutation-specific SL interactions, in particular IDH1 mutation and ACACA in AML, and pinpointing predictive genetic biomarkers that can guide precise targeting of existing therapies. Here, IDH1 is linked to acute myeloid leukemia.