The study consists of a screening visit, a treatment period where patients will be treated topically on the face twice daily for 5 weeks. A post-treatment follow up visit (4 weeks after end of treatment), will be performed only for subjects who have experienced unresolved possibly-related or related adverse events at the end of the treatment. Seven days after randomization and study drug initiation, subjects will start their EGFRI treatment.