ArticlePsychopharmacology2021
Smoking-related cue reactivity in a virtual reality setting: association between craving and EEG measures.
Article in Psychopharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 24 citations in OpenAlex.
- A novel imagery-based retrieval-extinction training for intervention in nicotine addiction.BMC medicine · 2025Trial
- Transcranial direct current stimulation associated with physical exercise can help smokers to quit smoking: a randomized controlled trial.Scientific reports · 2025Trial
- Attentional Bias During a Novel Alcohol Cue Virtual Reality Paradigm.Alcohol, clinical & experimental research · 2026Article
- Psychophysiological Responses in Virtual Reality for Assessing Current Nicotine Use and Future Addiction Risk Among Young Adults: Protocol for a Mixed Methods Study.JMIR research protocols · 2026Article
- Exploring the relationship between cue-induced craving and withdrawal craving in MUD individuals based on a virtual-reality cue exposure paradigm.BMC psychiatry · 2025Article
- The Phase-Amplitude Coupling Changes Induced by Smoking Cue After 12-H Abstinence in Young Smokers.Addiction biology · 2025Article
- Comparing the effectiveness of virtual reality vs 2D display-based cue reactivity paradigms to induce nicotine-craving: a behavioral and psychophysiological study.Scientific reports · 2025Article
- Modulation of Nicotine-Associated Behaviour in Rats By μ-Opioid Signals from the Medial Prefrontal Cortex to the Nucleus Accumbens Shell.Neuroscience bulletin · 2024Article
- Neural signatures of imaginary motivational states: desire for music, movement and social play.Brain topography · 2024Article
- Attentional Bias, Pupillometry, and Spontaneous Blink Rate: Eye Characteristic Assessment Within a Translatable Nicotine Cue Virtual Reality Paradigm.JMIR serious games · 2024Article
- An electroencephalographic signature predicts craving for methamphetamine.Cell reports. Medicine · 2024Article
- Correlation between abnormal brain network activity and electroencephalogram microstates on exposure to smoking-related cues.BJPsych open · 2023Article
- Cue-reactivity targeted smoking cessation intervention in individuals with tobacco use disorder: a scoping review.Frontiers in psychiatry · 2023Article
- EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction.International journal of environmental research and public health · 2022Article
- Smoking Cessation in Primary Care: A Narrative Review of Evidence-Based Treatment, Emerging Technology, and Harm Reduction Approaches.Journal of primary care & community healthReview
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCue-reactivity is the array of responses that smokers exhibit when exposed to conditioned and contextual stimuli previously associated to substance use. The difficulty to experimentally recreate the complexity of smokers' spatial experience and context requires more ecological models. Virtual reality (VR) creates a state of immersion close to reality allowing controlled assessments of behavioral responses. To date, no studies investigated brain activation associated to smoking cue-reactivity in VR using electroencephalography (EEG).
aimsTo investigate whether a VR cue-reactivity paradigm (a) may increase smoking craving, (b) is feasible with EEG recording, and (c) induces craving levels associated to EEG desynchronization.
methodsSmokers (N = 20) and non-smokers (N = 20) were exposed to neutral and smoking-related VR scenarios, without and with smoking conditioned stimuli, respectively. EEG was recorded from occipital and parietal leads throughout the sessions to assess alpha band desynchronization. Smoking and food craving and presence visual analogue scales (VAS) were assessed during the session.
resultsTo be smoker, but not non-smoker, significantly influenced smoking craving VAS induced by smoking cue VR but not by neutral VR. No significant food craving changes was observed during the VR sessions. The new finding was that EEG alpha band power in posterior leads was significantly increased by the smoking context scenario only in smokers, and that the degree of smoking (i.e., heavy vs. light) was significantly associated to this neurophysiological measure.
conclusionsThis study demonstrated, for the first time, the feasibility of EEG recording in a VR setting, suggesting that EEG desynchronization may be a neurophysiological marker of smoking cue-reactivity.
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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.