As indicated by retrospective EGFR testing, more than 40% of the patients likely experienced unneeded toxicity without benefiting from gefitinib therapy, highlighting the need for EGFR testing in NSCLC patients. Here, EGFR is linked to non-small cell lung carcinoma.