Working memory-related brain activations and deactivations linked with adolescent substance use via alexithymia

Abstract

Introduction

Adolescent substance use (SU) rates remain high, speaking to continued need for enhanced insight into etiological factors. While working memory-related task performance and brain activity have been highlighted as potential predictors, mechanistic links to SU remain unclear. One possible link explored here is alexithymia, which is characterized by difficulty describing, identifying, and recognizing emotions and associated with altered prefrontal cortex (PFC) and superior temporal gyrus (STG) activity.

Methods

Adolescents (n = 137) from a longitudinal study completed a n-back working memory (WM) task during fMRI scanning at baseline. Utilizing serial mediation models, we considered the interrelations between WM-related brain activity (i.e., lateral PFC [lPFC], STG), task performance (i.e., d-prime), Toronto Alexithymia Scale scores (i.e., difficulty describing feelings), and self-reported SU variables at follow-up. Six models estimated the influence of lPFC/STG activity on e-cigarette, cannabis, and alcohol use via task performance and alexithymia.

Results

In the absence of serial mediation, we observed a simple mediation effect linking brain activity and SU via alexithymia. Specifically, less lPFC WM-related activation was linked with higher alexithymia which, in turn, predicted more e-cigarette use assessed over a year later. Conversely, less STG deactivation was linked with higher alexithymia, which predicted more e-cigarette use. Significant indirect effects were not detected in the cannabis or alcohol models.

Conclusions

These outcomes highlight alexithymia as a mechanistic link between WM abilities and e-cigarette use. Functional alterations in WM-related brain regions may render some adolescents prone to difficulty communicating feelings and potential nicotine use to modulate emotions or connect socially.