Acute myeloid leukemia (AML) is a biologically and clinically heterogeneous neoplasm, which is characterized by abnormal proliferation, impaired apoptosis, and differentiation of leukemic immature cells. Nowadays, the first line treatment of AML is the chemotherapy regimen, which combines both cytosine arabinoside and anthracycline. Despite that complete remission (CR) can be achieved in 40–80% of patients depending on age, a considerable number will eventually relapse (acquired resistance) or have refractory disease (primary resistance). Finally, the estimated 5-year overall survival (OS) is less than 30%. Recent investigations reveal various mechanisms, responsible for drug resistance leading to AML persistence and recurrence. In order to improve clinical outcomes and develop successful therapeutic strategies, it is necessary to better explore the major adverse factors for escape from treatment, as well as to explore ways to predict and prevent or target drug resistance.