Altered reward-related resting-state network properties in adolescent cannabis use and depression.
Tram N B Nguyen, Russell H Tobe, Benjamin A Ely, Vilma Gabbay
Progress in Neuro-Psychopharmacology and Biological Psychiatry July 13, 2026 DOI: 10.1016/j.pnpbp.2026.111839 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational cross-sectional neuroimaging study Peer reviewed |
|---|---|
| Sample size | 131 |
| Population | Adolescents with diverse internalizing psychopathology and cannabis use patterns |
| Measures | Strength Centrality (CStr), Eigenvector Centrality (CEig), Local Efficiency (ELoc) |
| Topics | Cannabis Depression |
| Keywords | Brain Nerve net Humans Magnetic resonance imaging Reward Rest Adolescent Female Connectome Marijuana use FMRI |
| Key findings | Depression severity was associated with stronger local efficiency of the ventral striatum in the Reward Attainment network, while heavier cannabis use among users was linked to weaker centrality and local efficiency in Reward Expectancy network regions. The authors present these as preliminary, differential associations requiring larger-cohort confirmation. |
Abstract
Background: Cannabis use among adolescents with depression is prevalent. Dysfunction of the reward system has been implicated in each condition separately, yet rarely examined together. Here, we investigated resting-state properties of reward networks in an adolescent sample with diverse internalizing psychopathology and cannabis use patterns.
Methods: Clinicians interviewed adolescents and assessed depression severity dimensionally. Cannabis use was characterized by self-report and toxicology screens. Neuroimaging scans were acquired and processed using the Human Connectome Project pipelines. Participant-level resting state data were parcellated, and Reward Expectancy and Reward Attainment network masks derived from a reward task were applied. Graph theoretical metrics, including Strength Centrality (CStr), Eigenvector Centrality (CEig), and Local Efficiency (ELoc), were estimated within each network. Group-level clinical correlates of network properties were assessed with non-parametric analyses (10,000 permutations), adjusted for age, sex, and family-wise error (FWE) rates (pFWE < 0.05).
Results: In the full sample (N = 131; 15.3 ± 2.2 years; 65.7% female), depression severity was associated with stronger ELoc of the ventral striatum within the Reward Attainment network. Among those who used cannabis (n = 38), heavier cannabis use was linked to weaker CStr of the anterior cingulate cortex and ELoc of the postcentral somatosensory area within the Reward Expectancy network. Exploratory analyses further suggested cannabis-related dorsolateral prefrontal and cerebellar dysconnectivity across the whole brain, as well as sex- and age-moderated effects.
Conclusion: Our findings provide preliminary evidence for adolescent cannabis use and depression being differentially associated with resting-state reward network properties. Additional research with larger cohort sizes is needed to corroborate findings.
Comparable studies
Other experimental studies on cannabis, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| Smoked Cannabis' Psychomotor and Neurocognitive Effects in Occasional and Frequent Smokers Occasional (<2x/week) and frequent (≥4x/week) cannabis smokers | 2015 | Controlled within-subjects study | n = 25 |
| Dissociable effects of cannabis with and without cannabidiol on the human brain’s resting-state functional connectivity Healthy volunteers experienced with cannabis but not regular users | 2019 | Within-subjects experimental design | n = 17 |
| Which biological and self-report measures of cannabis use predict cannabis dependency and acute psychotic-like effects? Young cannabis users | 2018 | Observational study (naturalistic, within-subject counterbalanced design) | n = 410 |
| Cannabis Essential Oil: A Preliminary Study for the Evaluation of the Brain Effects Healthy volunteers | 2018 | Experimental study | n = 5 |
| Coming off cannabis: a cognitive and magnetic resonance imaging study in patients with multiple sclerosis Patients with multiple sclerosis who began using cannabis after disease onset, used it... | 2019 | Quasi-experimental study with odd-even allocation | n = 40 |
Citations in the library
Cites 9
- Associations between regular cannabis use and brain resting-state functional connectivity in adolescents and adults Journal of Psychopharmacology July 29, 2023
- Cannabis Use is Related to Anhedonia in Adolescents With Diverse Mood and Anxiety Symptoms. JAACAP open December 1, 2025
- Network topology and cannabis use following two weeks of monitored abstinence: moderation of sex and patterns of use findings. Frontiers in adolescent medicine 2025
- A Meta-Analysis of fMRI Studies of Youth Cannabis Use: Alterations in Executive Control, Social Cognition/Emotion Processing, and Reward Processing in Cannabis Using Youth Brain Science September 23, 2022
- Is resting-state functional connectivity altered in regular cannabis users? A systematic review of the literature. Psychopharmacology May 2022
and 4 more in the library