Evidence map›Paper›PMID 42693426›Full record

ArticleBMC psychiatry2026

Predictors of subjective and physiological craving during VR-cue exposure in alcohol use disorder: an explorative single-arm clinical study.

Alva Lütt, Nadja Ruckser, Alessandro Turno, Nikolaos Tsamitros, Jil Zoé Fuhrmann, Daniel Schulze, Philipp Stepnicka, Daa Un Moon, Felix Bermpohl, Malek Bajbouj and 4 more

Registry-linked trialAbstract readClinical Study
In one paragraph

Article in BMC psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05861843 (Craving Assessment in Patients With Alcohol Use Disorder Using Virtual Reality Exposure), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

NCT05861843 completednot on this map

Craving Assessment in Patients With Alcohol Use Disorder Using Virtual Reality Exposure

TypeobservationalSponsorCharite University, Berlin, GermanyRan2023 to 2024Enrolled61ConditionsAlcohol Use DisorderArmsVirtual Reality-based cue exposure paradigm
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Alva LüttDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany. alva.luett@charite.de.ORCID http://orcid.org/0000-0002-5955-8821
Nadja RuckserDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Alessandro TurnoDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Nikolaos TsamitrosDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Jil Zoé FuhrmannDepartment of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
Daniel SchulzeInstitute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany.
Philipp Stepnickaneomento GmbH, 10179, Berlin, Germany.
Daa Un MoonDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Felix BermpohlDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Malek BajboujDepartment of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Robert SchöneckSalus Clinic Lindow, 16835, Lindow, Germany.
Miriam SeboldTH Aschaffenburg - University of Applied Sciences, 63743, Aschaffenburg, Germany.
Stefan Gutwinski *Department of Psychiatry and Neurosciences, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Anne Beck *Department of Psychology, Institute for Mental Health and Behavioral Medicine, HMU Health and Medical University, 14471, Potsdam, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCraving is a diagnostic criterion and predictive factor in alcohol use disorder (AUD). In Virtual Reality Cue Exposure (VR-CE), it is intentionally induced as a basis for Virtual Reality Cue Exposure Therapy. As the underlying subjective and physiological factors and predictors of craving are still incompletely understood, we aim to identify factors associated with craving responses during VR-CE in patients with AUD.

methodsCraving responses of 61 patients with AUD during VR-CE were measured using subjective ratings (visual analogue scale, VAS) and physiological parameters, including electrodermal activity (EDA, non-specific skin conductance responses (NS.SCR) and skin conductance level (SCL)), heart rate (HR), heart rate variability (HRV), brightness corrected pupil diameter (BCPD) and respiration rate (RR). To determine factors associated with craving responses, VR-related characteristics, patients' AUD characteristics and patients' pre-VR craving characteristics were analyzed using linear mixed-effects models.

resultsThe VR-related characteristic drink choice (p = .038), several AUD-characteristics (AUDIT score: p = .019; ADS score: p < .001; amount of alcohol consumed in the past five years: p = .031) and pre-VR craving characteristics (AUQ score: p < .001; OCDS score: p < .001) significantly influenced subjective craving during VR-CE. The VR-related characteristic type of risk scenario (p = .005) influenced the HRV parameter Very Low Frequency Band (VLFB). Several AUD-characteristics (AUDIT score: p = .007; ADS score, p = .003; days since last alcohol consumption: p = .018) and the pre-VR OCDS score (p = .015) were associated with changes in RR.

conclusionsClinical characteristics, particularly AUD severity and pre-VR craving were more consistently associated with craving responses than VR-specific factors. The limited overlap between subjective and physiological measures highlights the complexity of the concept craving and underlines the importance of using multidimensional assessments. This study contributes to a better understanding of predictors on craving and may inform the further development of optimized VR-based interventions for AUD.

trial registrationThis study followed a pre-published study protocol and was preregistered on ClinicalTrials.gov (NCT05861843, Registration Date: 2023-04-24).

Indexed as

AlcoholismCravingCuesVirtual Reality Exposure TherapyAdultFemaleGalvanic Skin ResponseHeart RateHumansMaleMiddle AgedPupilRespiratory RateAlcohol dependenceCravingCue exposureCue reactivityPsychophysiological parametersVirtual reality

Identifiers

PMID42693426
PMCPMC13543422

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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.