Through a literature search among the top 30 dysregulated genes, SCN9A, LAPTM4B, CALCRL, CFH, CD34, CD48, and TLR7 were found to exhibit a potential relationship with the prognosis of AML. This evidence concerns the gene CD48 and acute myeloid leukemia.