In summary, omics studies are improving our understanding of the biological mechanisms between genetic variation and phenotypes, and environmental effects on biology. Although a focus on brain studies has immediate intuitive appeal, the limitations of such studies (such as sample size and phenotype understanding) must also be recognized. And as for studies of genetic sequence variation, the field is generally limited by insufficient sample size, a problem that is more acute for illegal than for legal substance dependencies.