4.1 Article

Effects of current smoking severity on brain gray matter volume in opioid use disorder - a voxel-based morphometry study

Journal

AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE
Volume 49, Issue 2, Pages 180-189

Publisher

TAYLOR & FRANCIS INC
DOI: 10.1080/00952990.2023.2169616

Keywords

Cigarette smoking; gray matter volume; magnetic resonance imaging; opioid use disorder; voxel-based morphometry

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This study found that individuals with opioid use disorder (OUD) who smoke cigarettes have structural changes in the gray matter of the brain compared to non-OUD individuals who smoke. Additionally, the severity of smoking has different effects on the brain gray matter of individuals with and without OUD.
Background: Cigarette smoking (CS) and opioid use disorder (OUD) significantly alter brain structure. Although OUD and cigarette smoking are highly comorbid, most prior neuroimaging research in OUD did not control for smoking severity. Specifically, the combined effect of smoking and OUD on the brain gray matter volume (GMV) remains unknown.Objectives: We used structural magnetic resonance imaging (sMRI) to examine: (1) the GMV differences between OUD and non-OUD individuals with comparable smoking severity; and (2) the differential effect of smoking severity on the brain GMV between individuals with and without OUD.Methods: We performed a secondary analysis of existing sMRI datasets of 116 individuals who smoked cigarettes daily, among whom 60 had OUD (CS-OUD; 37 male, 23 female) and 56 did not (CS; 31 male, 25 female). Brain GMV was estimated by voxel-based morphometry analysis.Results: Compared to the CS group, the CS-OUD group had a higher GMV in the occipital cortex and lower GMV in the prefrontal and temporal cortex, striatum, and pre/postcentral gyrus (whole-brain corrected-p < .05). There was a significant interaction between group and smoking severity on GMV in the medial orbitofrontal cortex (whole-brain corrected-p < .05), such that heavier smoking was associated with lower medial orbitofrontal GMV in the CS-OUD but not CS participants (r=-0.32 vs. 0.12).Conclusions: Our findings suggest a combination of independent and interactive effects of cigarette smoking and OUD on the brain gray matter. Elucidating the neuroanatomical correlates of comorbid opioid and tobacco use may shed the light on the development of novel interventions for affected individuals.

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