Evidence map›Paper›PMID 41561637›Full record

ArticleDrug and alcohol dependence reports2026

Exploring gender differences in tobacco cue-induced craving and heart rate variability in individuals with a tobacco use disorder.

Lucia Hoffmann, Annel P Koomen, Taco J De Vries, Anne Marije Kaag

Abstract read
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Article in Drug and alcohol dependence reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Lucia HoffmannDepartement of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, the Netherlands.
Annel P KoomenAlzheimer Center Amsterdam, Department of Neurology, Amsterdam UMC, the Netherlands.
Taco J De VriesAmsterdam Neuroscience, Vrije Universiteit, Amsterdam, the Netherlands.
Anne Marije KaagDepartement of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Women face greater challenges quitting smoking and higher health risks than men, yet gender remains understudied in tobacco use disorder (TUD). This study investigates gender differences in subjective craving and heart rate variability (HRV) following tobacco cue exposure in abstinent individuals with a tobacco use disorder. Unlike heart rate, HRV reflects parasympathetic modulation, critical for understanding risk and resilience in addiction, but has rarely been studied as a cue-reactivity biomarker. Methods: Data from 41 men and 40 women who smoked cigarettes for more than 10 years were analyzed. Participants underwent a cue-exposure paradigm consisting of a relaxation phase (75 s), exposure to smoking videos (150 s) and pictures (150 s), and handling tobacco paraphernalia (120 s). Relief craving (the urge to use nicotine to alleviate negative emotions) and reward craving (the urge to use nicotine for its pleasurable effects) were measured pre/post cue exposure via the brief Questionnaire on Smoking Urges. HRV was continuously measured as root mean square of successive differences (RMSSD). Results: Cue exposure increased relief and reward craving and reduced HRV across participants (p < .001) without gender differences. Significant craving-HRV associations emerged only in women: those with higher exposure-induced reward craving showed the largest HRV reductions and recovery during paraphernalia handling (p < 0.01), whereas those with higher exposure-induced relief craving had smaller HRV declines and weaker recovery (p < 0.01). Conclusion: These findings reinforce HRV as a clinically relevant biomarker for tobacco cue reactivity and highlight gender differences in the autonomic nervous system's role in craving among individuals with TUD, suggesting stronger involvement in women.

Indexed as

CravingCue reactivityGenderHeart rate variabilityNicotineReliefReward

Identifiers

PMID41561637
PMCPMC12813570

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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.