Multivariate analysis using the Cox proportional hazards model indicated that lymphatic permeation and vascular invasion were independent factors predictive of poor survival in patients with lung adenocarcinoma, whereas RasGRF2 expression was not (Table 2). This evidence concerns the gene RASGRF2 and lung adenocarcinoma.