In this paper, through bioinformatics combined with molecular biology, cell, and animal experiments, we proved that the frequent overexpression of LAD1 is a poor prognostic factor for LUAD, and the downregulation of LAD1 expression can inhibit the proliferation of lung adenocarcinoma cells in vitro and in vivo. Here, LAD1 is linked to lung adenocarcinoma.