By differential expression analysis and LASSO logistic regression analysis we constructed an 8-gene (IKBKB, LTBR, MIF, PPARD, PPIA, PSME3, S100A6, SEMA4B) based risk score model to predict lymph node metastasis in lung adenocarcinoma. Here, PPARD is linked to lung adenocarcinoma.