The exact cause of AML in neonates is often unknown, but several risk factors have been identified. These include genetic conditions such as Down syndrome, neurofibromatosis type 1, and inherited disorders like Fanconi anemia. Exposure to radiation and certain chemicals during pregnancy may also increase the risk.