Receptor-enriched analysis of functional connectivity (REACT) for understanding cannabinoid neuropsychopharmacology
Shatalina, E.; Ertl, N.; Petrilli, K.; Ofori, S.; Borisova, A.; Mokrysz, C.; Curran, V.; Lawn, W.; Freeman, T. P.; Howes, O.; Wall, M. B.
Show abstract
BackgroundCannabis is one of the most widely used psychoactive substances in the world and is increasingly investigated as a treatment for neuropsychiatric conditions. Cannabis contains delta-9-tetrahydrocannabinol (THC), which is thought to underlie its main psychoactive effects, and cannabidiol (CBD), which has been proposed to modulate the effects of THC on the brain. Both have activity at CB1 receptors, whilst THC also binds to CB2 receptors. However, it is unclear how THCs effects on brain function are related to cannabinoid receptors, or how CBD co-administration affects this. We aimed to investigate the effects of vaporised THC and the moderating effects of CBD on CB1 and CB2 receptor- enriched functional connectivity. MethodsForty-eight participants (24 adolescents and 24 adults) who used cannabis 0.5-3 days/week (mean=1.5 days/week) participated in a randomised, crossover, placebo- controlled, double-blind experiment where they inhaled vaporised cannabis containing either THC-only (8mg/75kg person), THC+CBD (8 mg THC + 24 mg CBD/75 kg person) or no psychoactive compounds (placebo). Resting-state functional MRI data were collected approximately 50 minutes post-administration. Receptor distribution maps were derived from positron emission tomography (PET) imaging for CB1 receptors and the Allen Human Brain Atlas (AHBA) for CB2 receptors. Receptor-Enriched Analysis of Connectivity by Targets (REACT) analytical methodology was used to investigate changes in functional connectivity related to specific receptor targets. ResultsInhalation of both THC-only and THC+CBD cannabis induced significant decreases in CB1 and CB2 receptor-enriched functional connectivity compared to placebo. The THC+CBD condition showed more extensive reductions than THC-only cannabis for both CB1- and CB2- enriched functional connectivity, affecting regions including the dorsolateral prefrontal cortex, cingulate cortex, insula, hippocampus, amygdala, and putamen. Higher THC plasma levels were associated with greater decreases in functional connectivity in the THC+CBD condition. Exploratory analyses identified significant positive and negative relationships between subjective drug effects and receptor-enriched functional connectivity in a region- dependent manner. ConclusionsCannabis with and without CBD decreased resting-state functional connectivity in networks associated with CB1 and CB2 receptor distribution. Co-administration of CBD with THC appears to enhance these effects. The REACT analytical methodology identified changes in CB1- and CB2-enriched functional connectivity are related to THC and CBD plasma levels as well as subjective drug effects across a range of regions.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- It is Never as Good the Second Time Around: Brain Areas Involved in Salience Processing Habituate During Repeated Drug Cue Exposure in Methamphetamine and Opioid Users 96%
- Intrinsic, dynamic and effective connectivity among large-scale brain networks modulated by oxytocin 93%
- Ayahuasca-Inspired DMT/HAR Formulation Reduces Brain Differentiation Between Self and Other Faces 92%
Similar papers in this journal
- Cue-Induced Craving and Negative Emotion Disrupt Response Inhibition in Methamphetamine Use Disorder: Behavioral and fMRI Results from a Mixed Go/No-Go Task 96%
- Impact of Binge Drinking During College on Resting State Functional Connectivity 94%
- How does methamphetamine affect the brain? A systematic review of magnetic resonance imaging studies 94%
Similar papers in this journal
- Reduced responsiveness of the reward system underlies tolerance to cannabis impairment in chronic users 96%
- Disrupted functional connectivity of the brain reward system in substance use problems: a meta-analysis of functional neuroimaging studies 94%
- Thalamic volume and functional connectivity are associated with nicotine dependence severity and craving 93%
Similar papers in this journal
- Dissociable effects of LSD and MDMA on striato-cortical connectivity in healthy subjects 96%
- The effect of lysergic acid diethylamide (LSD) on whole-brain functional and effective connectivity 94%
- Unravelling the effects of methylphenidate on the dopaminergic and noradrenergic functional circuits 94%
Similar papers in this journal
- The acute effects of cannabidiol on emotional processing and anxiety: a neurocognitive imaging study 95%
- Amphetamine alters an EEG marker of reward processing in humans and mice 94%
- Sex Differences in the Acute Effects of Oral THC: A Randomized, Placebo-Controlled, Crossover Human Laboratory Study 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.