The study will consist of a screening visit, baseline bronchoscopy with tissue acquisition, pioglitazone treatment for 2-6 weeks, a 2-week on-treatment clinic visit, definitive surgical resection with bronchoscopy performed at the time of resection, and a post-surgery visit. Tissue (visually normal and abnormal areas identified during bronchoscopy) and tumor will be obtained at baseline and at the time of surgery. Patients who receive their treatment at NCI will also undergo a follow up FDG-PET scan after a minimum of 2 weeks of pioglitazone treatment.