Neural heterogeneity underlying late adolescent motivational processing is linked to individual differences in behavioral sensation seeking
Year: 2022
Type: article
Study design: Observational Study
Abstract: Adolescent risk‐taking, including sensation seeking (SS), is often attributed to developmental changes in connectivity among brain regions implicated in cognitive control and reward processing. Despite considerable scientific and popular interest in this neurodevelopmental framework, there are few empirical investigations of adolescent functional connectivity, let alone examinations of its links to SS behavior. The studies that have been done focus on mean‐based approaches and leave unanswered questions about individual differences in neurodevelopment and behavior. The goal of this paper is to take a person‐specific approach to the study of adolescent functional connectivity during a continuous motivational state, and to examine links between connectivity and self‐reported SS behavior in 104 adolescents ( M Age = 19.3; SD Age = 1.3). Using Group Iterative Multiple Model Estimation (GIMME), person‐specific connectivity during two neuroimaging runs of a monetary incentive delay task was estimated among 12 a priori brain regions of interest representing reward, cognitive, and salience networks. Two data‐driven subgroups were detected, a finding that was consistent between both neuroimaging runs, but associations with SS were only found in the first run, potentially reflecting neural habituation in the second run. Specifically, the subgroup that had unique connections between reward‐related regions had greater SS and showed a distinctive relation between connectivity strength in the reward regions and SS. These findings provide novel evidence for heterogeneity in adolescent brain‐behavior relations by showing that subsets of adolescents have unique associations between neural motivational processing and SS. Findings have broader implications for future work on reward processing, as they demonstrate that brain‐behavior relations may attenuate across runs.
Source: Journal of Neuroscience Research
DOI: 10.1002/jnr.25005
Institutions: University of Michigan, Institute for Social Research
Language: English
Subfield: Cognitive Neuroscience
Field: Neuroscience
Domain: Life Sciences
Open Access status: bronze
Awards: G3192675172, Neurodevelopmental Pathways in Adolescent Health Risk Behavior, Developmental Psychology Training Grant, Leveraging computational models of neurocognition to improve predictions about individual youths' risk for substance use disorders, Multidisciplinary Alcoholism Research Training Program
OpenAlex ID: W4205323507
