In this research, we identified ABCB1 as the gene with the highest frequency of single-nucleotide variants (SNVs) associated with chemotherapy response in acute leukemias, found in 12.5% of AML and 10.5% of ALL cases. Here, ABCB1 is linked to acute leukemia.