The present results showed that the key autophagy‐related genes, including MAP1LC3B, ATG5, ATG10, RB1CC1, and AMBRA1, could be related to the pathogenesis of AML and the patients' response to treatment. The gene discussed is ATG10; the disease is acute myeloid leukemia.