New treatment strategies have been developed in lung cancer targeting the Epidermal Growth Factor Receptor (EGFR). Patients with an activating mutation in the EGFR have high responds rates to the treatment and should be treated with a EGFR inhibitor as first line of treatment. Some wild type patients do as well respond but selection of these patients is more difficult.