We have demonstrated that erlotinib is a suitable palliative treatment option in further therapy lines for elderly patients with recurrent/advanced NSCLC, especially in patients with an activating EGFR mutation and squamous histology. Here, EGFR is linked to non-small cell lung carcinoma.