In summary, this study is the first to reveal E2F5’s high expression in LSCC and its potential interaction with NETs, demonstrating that E2F5 may promote tumor proliferation and microenvironment remodeling through transcriptional regulation, chromatin organization, and NAD+-related functions. This evidence concerns the gene E2F5 and neoplasm.