Methods: 300 subjects at high risk for lung cancer will be included over a two year period and followed-up for three years. In each subject an auto-fluorescence endoscopy and a Chest CT scan will be performed before the enrollment into the trial. To be included the subject must present with an initial Chest CT scan not suspicious for lung cancer and bronchial biopsy showing a moderate dysplasia or a lower grade lesion.