Erlotinib, an anti-cancer agent targeting the epidermal growth factor receptor (EGFR), is an active treatment of patients with non-small cell lung cancer (NSCLC). Effect of treatment is primary seen in patients harboring a mutation in the EGFR. However, 10-15% of patients does not harbor a mutation but respond as well. Identifying these patients is a problem and methods are lacking.