As a secondary objective, molecular response of tumors to erlotinib monotherapy will be determined. When possible, participants will be enrolled and treated for 14 days with erlotinib prior to surgical resection. The pretreatment biopsy specimen (control) will then be compared to tissue acquired during the surgical resection after 14 days of erlotinib (experimental group).