Analysis of gene expression, mutation, DNA methylation, and prognostic value in LUAD revealed CISD1, ATP5MC3, PGD, SLC7A11, ACSL3, and FANCD2 to be significantly upregulated in LUAD and elevated expression of these FRGs to be associated with advanced tumor stage and poor prognosis. This evidence concerns the gene ACSL3 and neoplasm.