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Value Signals Guiding Choices for Cannabis Versus Non-Drug Rewards in Regular Cannabis Users

Will Lawn, Xuejun Hao, Anna B. Konova, Margaret Haney, Ziva D. Cooper, Nicholas T. van Dam, Paul W. Glimcher, Gillinder Bedi

March 15, 2023 preprint DOI: 10.31234/osf.io/6dvhs (opens in new tab)

Study at a glance

AI-extracted from the abstract
Characteristics Crossover experiment
Sample size 21
Population Near-daily cannabis users (≥4 days/week; non-treatment-seeking)
Interventions cannabis cues snack cues cannabis choices snack choices
Duration Inpatient crossover experiment with four counterbalanced conditions
Topics Addiction Cannabis
Keywords Ventral striatum Ventromedial prefrontal cortex Reinforcement Developmental psychology Cognitive psychology Cognition Dopamine
Key findings Near-daily cannabis users show expected neural value encoding for cannabis but disrupted non-drug reward encoding, despite equivalent choice behavior.

Abstract

Background: Despite the critical role of choice processes in substance use disorders, the neurobehavioral mechanisms guiding human decisions about drugs remain poorly understood. We adapted a neuroeconomic framework to characterize the neural encoding of subjective value (SV) for cannabis versus non-drug rewards (snacks) in near-daily cannabis users. We also assessed the impact of cannabis and snack stimuli (‘cues’) on SV encoding.Methods: Twenty-one non-treatment-seeking cannabis users (≥4 days/week; 1 female) participated in an inpatient, crossover experiment with four counterbalanced conditions: 1. neutral cues/cannabis choices; 2. cannabis cues/cannabis choices; 3. neutral cues/snack choices; and 4. snack cues/snack choices. In each condition, participants were exposed to cues before an fMRI scan during which they repeatedly chose between 0-6 cannabis puffs/snacks and a set monetary amount, with randomly-selected choices implemented. The SV signal was operationalized as the neural correlates of the strength of preference for cannabis/snack choices. fMRI data were analyzed for twenty participants.

Results: Despite equivalent choice behavior, SV signals for cannabis, but not snacks, were observed in regions known to encode SV for various rewards (ventromedial prefrontal cortex, vmPFC; ventral striatum; dorsal posterior cingulate cortex, dPCC). SV encoding in vmPFC was stronger for cannabis than snacks. In the dPCC, the impact of cues on SV signals was moderated by the reward type.Conclusions: Near-daily cannabis users had expected neural value encoding for cannabis but disrupted non-drug SV encoding, despite equivalent choice behavior. Results provide support for models identifying dysregulated neural valuation of non-drug rewards as a hallmark of problematic substance use.

Comparable studies

Other randomized controlled trials on cannabis for addiction, most cited first.

Study Year Design Participants
Psychedelic symptoms of cannabis and cocaine use as a function of trait impulsivity Regular drug users 2015 Three-way crossover study n = 122
The acute effects of cannabis, with and without cannabidiol, on attentional bias to cannabis related cues: a randomised, double-blind, placebo-controlled, cross-over study Adolescents (aged 16–17) and adults (aged 26–29) who used cannabis 0.5–3 days per week 2024 Randomized, double-blind, placebo-controlled, cross-over study n = 48
Individual and combined effects of Cannabidiol (CBD) and Δ9-tetrahydrocannabinol (THC) on striato-cortical connectivity in the human brain Healthy adults 2020 Randomized controlled trial n = 40
Brief report: The influence of childhood trauma on the effects of delta-9-tetrahydrocannabinol in persons with opioid use disorder. Persons receiving methadone for opioid use disorder 2024 Post-hoc analysis of a randomized, placebo-controlled, crossover trial n = 25
The good, the bad, and the intoxicated Occasional cannabis users 2021 Double-blind, placebo-controlled study n = 20

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