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 & 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 |
| 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 |
| Cannabis-induced altered states of consciousness are associated with specific dynamic brain connectivity states Healthy occasional cannabis users (smoking cannabis ≤2 per week) | 2019 | Repeated-measures, within-subjects design | n = 19 |
| Delta-9-Tetrahydrocannabinol Disruption of Time Perception and of Self-Timed Actions Healthy volunteers | 2010 | Experimental study |