PROJECT SUMMARY/ABSTRACT Problematic substance use is associated with significant personal and socioeconomic costs (accounting for approximately 5% of global disease burden and worldwide deaths). Substance use initiation, progression to heavy use, and early onset substance use disorders (SUDs) commonly emerge during adolescence and young adulthood. This developmental period of risk is theorized to result from typical patterns of regionally asynchronous brain maturation (i.e., rapid and early development of limbic regions alongside relatively immature prefrontal and multimodal association cortices) resulting in a diminished ability to suppress inappropriate emotions, desires, and actions when salient environmental cues are present. During later young adulthood the stabilization, reduction, or desistance of heavy use typically occurs alongside maturing cognitive control and emotional regulation abilities coinciding with cortical development. Brain and behavioral maturation may also be influenced by substance use. As genetic and environmental risk factors for substance involvement are predominantly shared across substances, understanding the behavioral and neural mechanisms underlying these shared risk factors in a developmental context will broadly improve our etiologic understanding of substance involvement liability and refine treatment and prevention. In this 5-year R01 (responding to PAR-19- 162), we propose to test whether putative behavioral and neural mechanisms of stage-based addiction may link broad spectrum SUD genomic liability and environmental risk to substance involvement trajectories from childhood – young adulthood using longitudinal data from the Adolescent Brain and Cognitive Development (ABCD) Study (N=11,875 followed from ages 9-16) along with other samples that uniquely extend the temporal scope of ABCD to comprehensively examine brain-behavior developmental interplay related to substance use and misuse (e.g., National Consortium on Alcohol and Neurodevelopment in Adolescence followed 830 individuals from ages 12-32). Disentangling the behavioral and neural mechanisms underlying broad spectrum genetic and environmental liability to SUD will inform our etiologic understanding of substance use initiation, escalation, and desistence that may ultimately contribute to substance-related policy, education, nosology, prevention, and treatment. Primary deliverables from this project will be manuscripts evaluating whether behavior and neural phenotypes may represent mechanisms underlying polygenic and polyenvironmental risk for substance use disorders.