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A Protocol for Measuring Cue Reactivity in a Rat Model of Cocaine Use Disorder
Published on: June 18, 2018
Longitudinal changes in network engagement during cognitive control in cocaine use disorder
Kristen P Morie1, Elise E DeVito1, Marc N Potenza2
1Department of Psychiatry, Yale University School of Medicine, New Haven, 06510 CT, USA.
Longitudinal changes in brain networks related to cognitive control were observed in individuals with cocaine use disorder (CUD). A longer history of cocaine use may impede these neural changes and recovery.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Addiction Research
Background:
- Cocaine use disorder (CUD) is marked by impaired cognitive control.
- Effective treatments for CUD are limited.
- Brain mechanisms underlying CUD require further investigation.
Purpose of the Study:
- To investigate longitudinal changes in functional neural networks associated with cognitive control in individuals with CUD.
- To explore how these neural changes relate to cocaine use behaviors and treatment outcomes.
Main Methods:
- Secondary analysis of fMRI Stroop task data from 44 individuals with CUD across three clinical trials.
- Independent component analysis (ICA) to assess functional network engagement changes.
- Mixed linear models to test longitudinal effects and associations with cocaine use patterns and abstinence.
Main Results:
- Six functional networks related to cognitive control showed altered engagement post-treatment.
- Reduced engagement over time was observed in amygdala-striatal, middle frontal, and right-frontoparietal networks.
- Less change in the amygdala-striatal network correlated with longer cocaine use history; abstinence was linked to greater right-frontoparietal network engagement.
Conclusions:
- Neural systems supporting cognitive control may evolve during CUD treatment.
- Extended cocaine use history might obstruct network activity changes, potentially hindering recovery.
- These findings offer insights into the neural underpinnings of CUD recovery.
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