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Maddern XJ, Ursich LT, Bailey G, Pearl A, Anversa RG, Lawrence AJ, Walker LC. Sex Differences in Alcohol Use: Is It All About Hormones? Endocrinology 2024; 165:bqae088. [PMID: 39018449 DOI: 10.1210/endocr/bqae088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 07/19/2024]
Abstract
Risky alcohol use and alcohol use disorders (AUD) are a rising problem in women, yet a major disparity in our understanding of what drives alcohol consumption in women remains. Historically biomedical research has focused on male subjects; however, recent increases in reporting of females, have highlighted major differences between the sexes. Here we review the current literature of the effect of gonadal steroid hormones (estrogens, androgens, and progestins), neurosteriods, and neurobiological factors on alcohol use in clinical and preclinical studies of both sexes. Further, we briefly discuss how fundamental sex differences in genetics, metabolism, neuroimmune, and stress responses may influence sex differences in alcohol intake. Comparing the sexes could aid in the discovery of novel therapeutics to treat AUD, and implementation of current treatment options in women.
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Affiliation(s)
- Xavier J Maddern
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Lauren T Ursich
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Grace Bailey
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Amy Pearl
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
| | - Roberta G Anversa
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Andrew J Lawrence
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Leigh C Walker
- Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia
- Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC 3052, Australia
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Green R, Kirkland AE, Browning BD, Ferguson PL, Gray KM, Squeglia LM. Effect of N-acetylcysteine on neural alcohol cue reactivity and craving in adolescents who drink heavily: A preliminary randomized clinical trial. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024. [PMID: 38960894 DOI: 10.1111/acer.15402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 06/12/2024] [Accepted: 06/12/2024] [Indexed: 07/05/2024]
Abstract
BACKGROUND Alcohol craving is related to problematic alcohol use; therefore, pharmacotherapies that modulate alcohol craving are of interest. N-acetylcysteine, an over-the-counter antioxidant, is a candidate pharmacotherapy for adolescent alcohol use with the potential to impact craving. Cue-reactivity paradigms using functional magnetic resonance imaging (fMRI) can identify neural regions implicated in craving and serve as a screening tool for novel pharmacotherapy options. METHODS This preliminary study examined the effect of N-acetylcysteine on neural reactivity to alcohol cues and subjective craving among 31 non-treatment-seeking adolescents (17.6-19.9 years old, 55% female) who use alcohol heavily. In a randomized cross-over design, participants completed three fMRI sessions: baseline and after a 10-day course of N-acetylcysteine (1200 mg twice daily) and matched placebo. The primary outcome was neural response to alcohol versus non-alcohol beverage cues after N-acetylcysteine versus placebo, with a secondary outcome of self-reported subjective craving. RESULTS In the full sample (n = 31), there was no effect of N-acetylcysteine versus placebo on neural alcohol reactivity (ps ≥ 0.49;η p 2 $$ {\upeta_{\mathrm{p}}}^2 $$ s = 0.00-0.07) or self-reported acute alcohol craving (p = 0.18,η p 2 $$ {\upeta_{\mathrm{p}}}^2 $$ = 0.06). However, N-acetylcysteine did reduce self-reported generalized alcohol craving (p = 0.03,η p 2 $$ {\upeta_{\mathrm{p}}}^2 $$ = 0.15). In a subsample of youth who met criteria for past-year alcohol use disorder (n = 19), results remained unchanged. CONCLUSIONS N-acetylcysteine may not alter neural reactivity to alcohol cues or acute craving; however, it may reduce general subjective alcohol craving among adolescents who consume alcohol heavily.
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Affiliation(s)
- ReJoyce Green
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Anna E Kirkland
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Brittney D Browning
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Pamela L Ferguson
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Kevin M Gray
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lindsay M Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
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Tap S, van Stipriaan E, Goudriaan AE, Kaag AM. Sex-Dependent Differences in the Neural Correlates of Cocaine and Emotional Cue-Reactivity in Regular Cocaine Users and Non-Drug-Using Controls: Understanding the Role of Duration and Severity of Use. Eur Addict Res 2024; 30:163-180. [PMID: 38710170 DOI: 10.1159/000538599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 03/22/2024] [Indexed: 05/08/2024]
Abstract
INTRODUCTION The development of cocaine use disorder in females is suggested to be more strongly related to neural mechanisms underlying stress-reactivity, whereas in males it is suggested to be more strongly related to neural mechanisms underlying drug cue-reactivity. Existing evidence, however, is based on neuroimaging studies that either lack a control group and/or have very small sample sizes that do not allow to investigate sex differences. METHODS The main objective of the current study was to investigate sex differences in the neural correlates of cocaine and negative emotional cue-reactivity within high-risk intranasal cocaine users (CUs: 31 males and 26 females) and non-cocaine-using controls (non-CUs: 28 males and 26 females). A region of interest (ROI) analysis was applied to test for the main and interaction effects of group, sex, and stimulus type (cocaine cues vs. neutral cocaine cues and negative emotional cues vs. neutral emotional cues) on activity in the dorsal striatum, ventral striatum (VS), amygdala, and dorsal anterior cingulate cortex (dACC). RESULTS There were no significant sex or group differences in cocaine cue-reactivity in any of the ROIs. Results did reveal significant emotional cue-reactivity in the amygdala and VS, but these effects were not moderated by group or sex. Exploratory analyses demonstrated that emotional cue-induced activation of the dACC and VS was negatively associated with years of regular cocaine use in female CUs, while this relationship was absent in male CUs. CONCLUSIONS While speculative, the sex-specific associations between years of regular use and emotional cue-reactivity in the dACC and VS suggest that, with longer years of use, female CUs become less sensitive to aversive stimuli, including the negative consequences of cocaine use, which could account for the observed "telescoping effect" in female CUs.
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Affiliation(s)
- Stephan Tap
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry, University Medical Centre Groningen, Groningen, The Netherlands
| | - Eila van Stipriaan
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Sleep and Cognition Lab, The Netherlands Institute of Neuroscience, Amsterdam, The Netherlands
| | - Anna E Goudriaan
- Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Arkin Mental Health and Jellinek, Amsterdam, The Netherlands
- Amsterdam Institute for Addiction Research, Amsterdam, The Netherlands
| | - Anne Marije Kaag
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Addiction Research, Amsterdam, The Netherlands
- Institute for Brain and Behavior Amsterdam, Amsterdam, The Netherlands
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Kirkland AE, Green R, Browning BD, Aghamoosa S, Meyerhoff DJ, Ferguson PL, Tomko RL, Gray KM, Squeglia LM. Multi-modal neuroimaging reveals differences in alcohol-cue reactivity but not neurometabolite concentrations in adolescents who drink alcohol. Drug Alcohol Depend 2024; 257:111254. [PMID: 38457964 PMCID: PMC11031292 DOI: 10.1016/j.drugalcdep.2024.111254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/21/2024] [Accepted: 02/27/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND The objective of this multi-modal neuroimaging study was to identify neuroscience-informed treatment targets for adolescent alcohol use disorder (AUD) by examining potential neural alterations associated with adolescent alcohol use. METHODS Adolescents (ages 17-19) who heavily used (n=49) or did not use alcohol (n=22) were recruited for a multi-modal neuroimaging protocol, including proton magnetic resonance spectroscopy within the dorsal anterior cingulate cortex (dACC) and an fMRI alcohol cue-reactivity task. The alcohol cue-reactivity task was analyzed across 11 a priori regions-of-interest (ROI), including the dACC, and in an exploratory whole-brain approach. Correlations were run between neurometabolite levels and alcohol cue-reactivity in the dACC. RESULTS There were no significant group differences in absolute neurometabolite concentrations. Compared to the control group, the alcohol-using group exhibited heightened alcohol cue reactivity in the left amygdala ROI (p=0.04). The whole-brain approach identified higher alcohol cue reactivity in the alcohol-using group compared to controls in the amygdala and occipital regions, and lower reactivity in the parietal lobe. Whole-brain sex effects were noted, with females displaying higher reactivity regardless of group. No significant correlations were found between neurometabolite levels and alcohol cue-reactivity in the dACC. CONCLUSIONS The null neurometabolic findings may be due to age, relatively low severity of alcohol use, and non-treatment-seeking status of the participants. Females showed overall higher reactivity to alcohol cues, indicating a sex effect regardless of alcohol use history. Higher amygdala reactivity in alcohol-using adolescents suggests that emotional processing related to alcohol cues may be a useful target for future adolescent AUD interventions.
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Affiliation(s)
- Anna E Kirkland
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA.
| | - ReJoyce Green
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Brittney D Browning
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, USA
| | - Stephanie Aghamoosa
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Dieter J Meyerhoff
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Pamela L Ferguson
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Rachel L Tomko
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Kevin M Gray
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Lindsay M Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
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Kirsch DE, Ray LA, Wassum KM, Grodin EN. Anterior cingulate and medial prefrontal cortex alcohol cue reactivity varies as a function of drink preference in alcohol use disorder. Drug Alcohol Depend 2024; 256:111123. [PMID: 38367535 DOI: 10.1016/j.drugalcdep.2024.111123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 01/11/2024] [Accepted: 02/05/2024] [Indexed: 02/19/2024]
Abstract
BACKGROUND Functional MRI visual cue reactivity studies have not considered that brain responses to various alcohol-containing beverage types may vary as a function of an individual's drinking patterns and preferences. This study tested whether the brain's reward system responds differently to visual cues associated with an individuals' most commonly consumed ("preferred") alcohol beverage compared with less commonly consumed ("non-preferred") alcohol beverages in individuals with alcohol use disorder (AUD). METHODS Participants (N=70) with current AUD completed a standard visual alcohol cue reactivity procedure during fMRI and reported recent alcohol use through the Timeline Followback interview. Alcohol use patterns were used to infer drink preference. Repeated measure ANCOVAs were used to evaluate differences in subjective craving (alcohol urge) and neural reactivity to cues of individual's "preferred" versus "non-preferred" alcohol beverages. RESULTS Fifty-four (77%) participants were determined to have a "preferred" alcohol beverage, as defined by their pattern of alcohol use. These participants reported greater subjective alcohol urge (p=0.02) and activation in the anterior cingulate cortex (ACC) (p=0.005) and medial prefrontal cortex (mPFC) (p=0.001)) in response to visual cues associated with their "preferred" versus "non-preferred" alcohol beverage. Individuals with an alcohol preference did not differ from those with no alcohol preference on subjective or neural responses to their "preferred" and "non-preferred" alcohol cues. DISCUSSION Results suggest alcohol cue-elicited subjective and neural responses vary as a function of alcohol beverage preference in individuals with AUD and a behaviorally defined alcohol preference. Stronger ACC and mPFC activation may reflect greater subjective value of an individual's "preferred" alcohol beverage cue.
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Affiliation(s)
- Dylan E Kirsch
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Kate M Wassum
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| | - Erica N Grodin
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
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Firdaus I, Kleiboer AM, Huizink AC, Kaag AM. The Moderating Role of Sex in the Relation between Cue-Induced Craving and Resting-State Functional Connectivity in the Salience Network of Non-Clinically Diagnosed Drinkers. Eur Addict Res 2023; 29:294-304. [PMID: 37423204 PMCID: PMC10614227 DOI: 10.1159/000531090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 04/18/2023] [Indexed: 07/11/2023]
Abstract
INTRODUCTION Previous research indicates a relation between craving and increased connectivity in the resting-state salience network. However, the link between cue-induced craving and connectivity in the salience network remains unclear. Further investigation is needed to understand the effect of sex on the relationship between cue-induced craving and the salience network. We investigated the role of sex in the association between the resting-state functional connectivity (RSFC) salience network and subjective cue-induced craving. METHODS Twenty-six males (mean age = 25.3) and 23 females (mean age = 26.0), with a score of 12 or higher on the alcohol use disorder identification test, were included in the current study. No significant difference in age was observed between males and females. Participants underwent a resting-state MRI scan for 6 min. Following the MRI scan, participants completed an alcohol cue-exposure task for 5.5 min to assess cue-induced craving using the desire to drink alcohol questionnaire. We applied independent component analysis methods to determine functional connectivity within the salience network. Subsequently, we investigated how cue-induced craving is related to the salience network's RSFC and if this relationship is moderated by sex. RESULTS The association between the salience network and cue-induced craving was not statistically significant nor did we find a moderating effect for sex. CONCLUSION The null findings in the study may be explained by a lack of power. Alternatively, alcohol use sex disparities may be more prevalent in the recreational/impulsive stage, whereas participants in our study were in the later stage of addiction.
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Affiliation(s)
- Insan Firdaus
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Annet M Kleiboer
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Anja C Huizink
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Anne Marije Kaag
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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