ReviewMolecular psychiatry2019
Neuroimaging of reward mechanisms in Gambling disorder: an integrative review.
Review in Molecular psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
61 citing papers in PubMed, 4 syntheses or guidelines pooled it, 144 citations in OpenAlex.
- Alcohol use disorder and associated factors among individuals with severe mental illnesses in Africa: a systematic review and meta-analysis.Social psychiatry and psychiatric epidemiology · 2026Pooled it
- A meta-analysis of the neural substrates of monetary reward anticipation and outcome in alcohol use disorder.Human brain mapping · 2023Pooled it
- Non-invasive Brain Stimulation for Gambling Disorder: A Systematic Review.Frontiers in neuroscience · 2020Pooled it
- Transcranial electrical and magnetic stimulation (tES and TMS) for addiction medicine: A consensus paper on the present state of the science and the road ahead.Neuroscience and biobehavioral reviews · 2019Pooled it
- Reduced model-based decision-making in gambling disorder.Scientific reports · 2019Trial
- Examining the transdiagnostic role of coping motives and experiential avoidance in the relationship between generalized anxiety disorder and addictive behaviours.Journal of behavioral addictions · 2026Article
- Neural processing of win-contingent audiovisual cues during virtual gambling: an fMRI cross-over study.European archives of psychiatry and clinical neuroscience · 2026Article
- Empathy and Love as Protective Factors in Opioid Use Disorder Recovery.Journal of psychoactive drugs · 2026Article
- Neurophysiological and Behavioral Responses to Gambling Cues in Individuals with Internet Gambling Disorder: A VR-EEG-GSR Study.Brain sciences · 2026Article
- Neurobehavioral Heterogeneity in Problem Gambling Severity and Nicotine Use Risk: Divergent Profiles of Cognitive and Emotional Control.Journal of gambling studies · 2026Article
- Disrupted brain functional networks in adolescents and young adults with gaming disorder during social interaction: An fNIRS study.Psychological medicine · 2026Article
- Off-label and investigational drugs in the treatment of gambling disorder: a critical review.Frontiers in pharmacology · 2026Review
- Reciprocal brain-behavior associations in gambling disorder revealed by theta cordance and directional predictive modeling.Frontiers in behavioral neuroscience · 2026Article
- Associations Between Taq1A/C957T Polymorphic Variants and Autonomic Responsivity in a Slot Machine Task: Influence of Real-Life Gambling Exposure and Sex.Journal of gambling studies · 2025Article
- Increasingly dependent on habit? A study on the electrophysiological mechanisms of goal-directed and habitual control in internet gaming disorder.Journal of behavioral addictions · 2025Article
- The neural vulnerabilities in reward processing in gambling disorder.Journal of behavioral addictions · 2025Article
- GABAMedComm · 2025Review
- Efficacy of Continuous Theta Burst Stimulation to the Pre-supplementary Motor Area in Gambling Disorder: a Randomized Double-Blind Controlled Trial.International journal of mental health and addiction · 2025Article
- Similarities and Differences in Neuroimaging.Advances in experimental medicine and biology · 2025Review
- Resting-state EEG power and machine-learning classification in adult males with gambling disorder.Frontiers in human neuroscience · 2025Article
1 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Gambling disorder (GD) was reclassified as a behavioral addiction in the DSM-5 and shares clinical and behavioral features with substance use disorders (SUDs). Neuroimaging studies of GD hold promise in isolating core features of the addiction syndrome, avoiding confounding effects of drug neurotoxicity. At the same time, a neurobiologically-grounded theory of how behaviors like gambling can become addictive remains lacking, posing a significant hurdle for ongoing decisions in addiction nosology. This article integrates research on reward-related brain activity (functional MRI) and neurotransmitter function (PET) in GD, alongside the consideration of structural MRI data as to whether these signals more likely reflect pre-existing vulnerability or neuroadaptive change. Where possible, we point to qualitative similarities and differences with established markers for SUDs. Structural MRI studies indicate modest changes in regional gray matter volume and diffuse reductions in white matter integrity in GD, contrasting with clear structural deterioration in SUDs. Functional MRI studies consistently identify dysregulation in reward-related circuitry (primarily ventral striatum and medial prefrontal cortex), but evidence is mixed as to the direction of these effects. The need for further parsing of reward sub-processes is emphasized, including anticipation vs outcome, gains vs. losses, and disorder-relevant cues vs natural rewards. Neurotransmitter PET studies indicate amplified dopamine (DA) release in GD, in the context of minimal differences in baseline DA D2 receptor binding, highlighting a distinct profile from SUDs. Preliminary work has investigated further contributions of opioids, GABA and serotonin. Neuroimaging data increasingly highlight divergent profiles in GD vs. SUDs. The ability of gambling to perpetually activate DA (via maximal uncertainty) may contribute to neuroimaging similarities between GD and SUDs, whereas the supra-physiological DA effects of drugs may partly explain differences in the neuroimaging profile of the two syndromes. Coupled with consistent observations of correlations with gambling severity and related clinical variables within GD samples, the overall pattern of effects is interpreted as a likely combination of shared vulnerability markers across GD and SUDs, but with further experience-dependent neuroadaptive processes in GD.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.