To our knowledge, this is the largest and most comprehensive study that investigates the relation of seven SNPs of the TLR2, TLR4, and TLR9 genes with somatic mutation (FLT3, NPM1, DNMT3A), patient’s gender, age group, and characteristics of AML cases. Here, TLR2 is linked to acute myeloid leukemia.