only modestly to the variability in cigarette use phenotypes. Once we are able to identify more genes contributing to cigarette use, studies of GxE could be used to shape smoking cessation therapies and tobacco control efforts, through interventions tailored to genotypes or environmental factors contributing to tobacco use.