Therefore, in the future, we intend to investigate the mechanisms of MAGI2-AS3, NR2F1-AS1, and LINC00921 in LUAD metabolism using experiments in vitro cell assay and in vivo tumor assay. This evidence concerns the gene PDS5B and neoplasm.