“…At the population level, they have a significant genetic component, but are also strongly influenced by the environment (Verhulst et al , 2015; Kendler et al , 2007; Kendler et al , 2003), and twin studies provide further evidence that the heritability can vary considerably as a function of the environment (Barr et al 2017, Dick et al , 2001, Dick et al , 2007b, Harden et al , 2008, Heath et al 1989, Li et al , 2017, Miles et al , 2005) An environmental exposure is necessary for the development of disorder (access to and ingestion of a substance), making it a rich area for the study of gene-environment interaction. Substance use disorders are phenotypically heterogeneous, with multiple pathways of risk (Dick et al , 2016) and manifestations of the disorder (Hussong et al , 2011; Zucker, 2008). Alcohol and other drug use are also strongly genetically correlated with other psychiatric disorders, most strongly externalizing disorders (Kendler et al , 2003, Krueger et al , 2002, Young et al , 2000), suggesting that studying core component processes as they relate to behavioral disinhibition and impulsivity are likely to play important roles in the development of the disorder, and potentially represent mechanisms by which genetic risk unfolds.…”