The patients most likely to harbor ALK rearrangement were young, never or light smokers with poorly differentiated adenocarcinoma, especially with signet ring cell features, comparing with EGFR mutation or wild type cohort (Table 2). Here, EGFR is linked to adenocarcinoma.