In summary, our research emphasizes the importance of ICD-related genes in predicting the prognosis of AML and initiates the development of a prognostic risk signature that may pave the way for personalized treatment strategies while highlighting the need for further validation and exploration of HSPA6 in AML. The gene discussed is HSPA6; the disease is acute myeloid leukemia.