Evidence map›Paper›PMID 33263158›Full record

ArticlePsychopharmacology2021

Smoking-related cue reactivity in a virtual reality setting: association between craving and EEG measures.

Stefano Tamburin, Denise Dal Lago, Federica Armani, Marco Turatti, Riccardo Saccà, Simone Campagnari, Cristiano Chiamulera

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
0.8field-weighted citation impact, top 27% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 24 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Attentional Bias During a Novel Alcohol Cue Virtual Reality Paradigm.Alcohol, clinical & experimental research · 2026
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  14. EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction.International journal of environmental research and public health · 2022
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 1 institution in 1 country.

Stefano TamburinDepartment of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy. stefano.tamburin@univr.it.ORCID https://orcid.org/0000-0002-1561-2187
Denise Dal LagoDepartment of Diagnostic and Public Health, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy.
Federica ArmaniDepartment of Diagnostic and Public Health, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy.
Marco TurattiDepartment of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy.
Riccardo SaccàDepartment of Diagnostic and Public Health, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy.
Simone CampagnariDepartment of Diagnostic and Public Health, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy.
Cristiano ChiamuleraDepartment of Diagnostic and Public Health, University of Verona, Piazzale Scuro 10, I-37134, Verona, Italy. cristiano.chiamulera@univr.it.
University of Verona · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Virtual RealityAdultConditioning, PsychologicalCravingCuesElectroencephalographyFemaleHumansMaleSmokersTobacco SmokingTobacco Use DisorderYoung AdultCravingCue reactivityElectroencephalographySmokingVirtual realityVisual analogue scale (VAS)

Identifiers

PMID33263158
PMCPMC8062345
OpenAlexW3109194422

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Registered trials

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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.