Abstract
BACKGROUND: Mental health disorders are among the leading causes of disability in childhood and adolescence. Notably, mental health disorders commonly co-occur, indicating that critical mechanisms may relate to multiple forms of psychopathology. One potential transdiagnostic mechanism that has been examined in youth is inhibitory control. However, previous neuroimaging research on inhibitory control in youth has typically not examined transdiagnostic symptom dimensions or used computational modeling to quantify subcomponent processes that affect inhibition. METHODS: In the present study, a diverse sample of preadolescents who were oversampled for psychopathology risk (N = 86, ages 8–12) completed a Go/No-Go task during an fMRI scan. Parents completed a series of questionnaires that were used to capture externalizing and internalizing symptom dimensions. Drift-diffusion modeling (DDM) was applied to preadolescents’ task behavior, and model parameters were linked with neural activation using two contrasts: successful inhibition and failed inhibition. RESULTS: During successful inhibition, bilateral inferior temporal gyrus (ITG) activation was related to non-decision time, and ITG activation was associated with externalizing and internalizing symptoms. During failed inhibition, insula and putamen activation were associated with drift rates, as well as with internalizing symptoms, independent of externalizing symptoms. CONCLUSIONS: Results indicate that distinct cognitive processes are related to broader psychopathology symptom dimensions in preadolescents. Future studies should assess relations among computational parameters and clinical risk in youth, which may reveal important prevention and/or intervention targets.