Cetuximab is a monoclonal antibody which binds specifically with EGFR. The double inhibition of EGFR by afatinib and cetuximab has demonstrated its efficacy in pre-clinical models. The hypothesis of this study is that the combination between cetuximab and afatinib will permit to delay or decrease the appearance of resistances.