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Published on: August 18, 2020
Relationship between working-memory network function and substance use: a 3-year longitudinal fMRI study in heavy
Janna Cousijn1, Wilhelmina A M Vingerhoets, Laura Koenders
1Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, The Netherlands; Department of Psychiatry, Academic Medical Centre, University of Amsterdam, The Netherlands; Department of Psychology, Leiden University, The Netherlands.
Sustained heavy use of cannabis and other substances did not alter working-memory network function over three years. Baseline working-memory function also did not predict future cannabis use or problems.
Area of Science:
- Neuroscience
- Addiction Research
- Cognitive Psychology
Background:
- Executive functions are crucial in addiction development.
- Working memory's role as a predictor of drug use and its potential impairment by chronic substance use are key concerns.
Purpose of the Study:
- To investigate the longitudinal relationship between substance use and working-memory network function over 3 years.
- To compare heavy cannabis users with non-using controls using neuro-imaging.
Main Methods:
- A 3-year longitudinal study involving 49 participants (heavy cannabis users and controls).
- Participants performed an n-back working-memory task at baseline and follow-up.
- Tensor-independent component analysis (Tensor-ICA) analyzed working-memory network functionality.
Main Results:
- No significant differences in behavioral performance or working-memory network function were found between heavy cannabis users and controls.
- Working-memory network function remained stable over time, despite improvements in n-back accuracy.
- Within cannabis users, working-memory network functionality was not associated with substance use levels.
Conclusions:
- Sustained moderate to heavy use of cannabis, nicotine, alcohol, and illegal psychotropic drugs does not appear to alter working-memory network functionality.
- Baseline working-memory network function did not predict subsequent cannabis use or related problems over the 3-year period.
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