Cell-level mutation co-occurrence and mutual exclusivity data obtained from this study provide a validation for the clonal relationship among AML driver mutations previously inferred by bulk-sequencing studies, but also revealed novel clonal relationships, such as between TP53 and PPM1D that was previously mischaracterized by the population-based analysis14,15. This evidence concerns the gene PPM1D and acute myeloid leukemia.