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Cam Y, Kocum CG, Houska TK, Konrad ER, Schweizer TA, Will MJ. Palatable feeding effects on expression and reinstatement of morphine conditioned place preference in male and female rats. Behav Brain Res 2024; 477:115320. [PMID: 39489431 DOI: 10.1016/j.bbr.2024.115320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 10/02/2024] [Accepted: 10/31/2024] [Indexed: 11/05/2024]
Abstract
While many environmental factors are known to play a factor in the recovery and risk of relapse for individuals with opioid use disorder (OUD), the role of diet has been relatively unexplored. Individuals with OUD demonstrate unhealthy diet choices with an exaggerated craving for palatable "junk food," yet this relationship has not been well characterized. The present study begins to examine this relationship by first determining the influence of palatable food access on the expression of conditioned rewarding properties of acute morphine exposure in male and female rats. Following the establishment of morphine conditioned place preference (CPP) in all rats, morphine CPP expression was assessed following intra-accumbens (Acb) administration of the µ-opioid receptor agonist D-Ala2,NMe-Phe4,Glyol5-enkephalin (DAMGO) + 20 min access to no diet (ND) or high-fat (HF), in counter-balanced order. Next, all rats received 12 sessions of extinction training before CPP expression was first assessed following no treatment, then again following counter-balanced ND and HF treatments. The results showed that both male and female rats expressed similar levels of morphine CPP. Subsequent examination of morphine CPP expression revealed that HF treatment significantly reduced morphine CPP expression in males, but not females, compared to ND treatment. Neither HF or ND treatment produced morphine CPP reinstatement in either males or females following extinction. In summary, the impact of palatable feeding on the expression of conditioned drug seeking may be sex-specific and more sensitive prior to extinction.
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Affiliation(s)
- Yonca Cam
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - Courtney G Kocum
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Tabitha K Houska
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Ella R Konrad
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Tim A Schweizer
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Matthew J Will
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA
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Schick MR, Kiluk BD, Nich C, LaPaglia D, Haeny AM. Measurement invariance of the Perceived Stress Scale across race, sex, and time, and differential impacts on cocaine use treatment outcomes. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 166:209493. [PMID: 39151798 PMCID: PMC11392621 DOI: 10.1016/j.josat.2024.209493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/25/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
INTRODUCTION To understand the influence of phenotypic characteristics, such as stress, on substance use treatment outcomes, measures must function equivalently across groups to allow for interpretable comparisons of effects. The present study evaluated measurement invariance of the Perceived Stress Scale (PSS) across race, sex, and time, examined its association with cocaine use disorder (CUD) treatment outcomes, and tested whether associations were moderated by race and/or sex. METHODS Data from four clinical trials evaluating behavioral and/or pharmacological treatments for cocaine use were combined providing a total sample of 302 participants with DSM-IV cocaine abuse/dependence (57.6 % Black, 42.4 % White, 43.7 % females, Mage = 40.22 years, SD = 9.26). RESULTS Factor analyses support a two-factor model (i.e., general stress, self-efficacy to cope with stressors) that demonstrated configural, metric, and scalar invariance across race and sex and configural and metric invariance across time. End-of-treatment stress and coping were both related to treatment outcomes, but not treatment retention. Interactions between baseline and end-of-treatment stress and coping self-efficacy with race and sex predicting treatment retention and outcomes were not significant. CONCLUSIONS Results support the utility of the PSS to examine between-group differences among individuals with CUD and suggest that sociodemographic groups differ in the extent to which stress and self-efficacy to cope influence treatment outcomes.
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Affiliation(s)
- Melissa R Schick
- Yale School of Medicine, Department of Psychiatry, New Haven, CT 06511, United States of America.
| | - Brian D Kiluk
- Yale School of Medicine, Department of Psychiatry, New Haven, CT 06511, United States of America
| | - Charla Nich
- Yale School of Medicine, Department of Psychiatry, New Haven, CT 06511, United States of America
| | - Donna LaPaglia
- Yale School of Medicine, Department of Psychiatry, New Haven, CT 06511, United States of America
| | - Angela M Haeny
- Yale School of Medicine, Department of Psychiatry, New Haven, CT 06511, United States of America
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Sun C, Li H, Wang X, Shao Y, Huang X, Qi H, Zhang Z, Su G. Self-control as mediator and social support as moderator in stress-relapse dynamics of substance dependency. Sci Rep 2024; 14:19852. [PMID: 39191931 PMCID: PMC11349877 DOI: 10.1038/s41598-024-70884-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 08/22/2024] [Indexed: 08/29/2024] Open
Abstract
Substance Use Disorders (SUDs) present a significant challenge to global public health, with prolonged drug use not only impairing individual health but also hindering social development. Despite various interventions aimed at addressing drug abuse and dependence, a high relapse rate remains a prominent issue. In light of this, this study aims to explore the impact of perceived stress on the relapse of individuals with SUDs, as well as the mediating role of self-control and the moderating role of social support, in hopes of providing new perspectives for interventions to reduce the risk of relapse among individuals with SUDs. By utilizing a convenience sampling method, 420 male individuals with SUDs were recruited from detoxification centers in Guangxi, China. They completed questionnaires on perceived stress, self-control, social support, and tendencies towards relapse. A total of 401 valid datasets were obtained and analyzed using the SPSS Process plugin to conduct a moderated mediation model analysis. Results: (1) Perceived stress had a positive impact on the relapse of individuals with SUDs, (2) Self-control played a partial mediating role between perceived stress and the relapse, (3) The direct effect of perceived stress on the relapse and its first half of the indirect effect were moderated by social support. The research emphasize the critical importance of learning stress management strategies, enhancing self-control, and receiving comprehensive social support in the prevention and treatment of substance dependence. By strengthening self-control and social support as both internal and external resources, the likelihood of relapse among individuals with SUDs can be reduced, contributing to more effective and comprehensive drug rehabilitation strategies.
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Affiliation(s)
- Chao Sun
- School of Psychology, Beijing Sport University, Beijing, 100084, China
| | - Haojie Li
- School of Exercise and Health, Shanghai University of Sport, Shanghai, 200438, China
| | - Xiaojun Wang
- China Wushu School, Beijing Sport University, Beijing, 100084, China.
| | - Yongcong Shao
- School of Psychology, Beijing Sport University, Beijing, 100084, China.
| | - Xuetong Huang
- China Wushu School, Beijing Sport University, Beijing, 100084, China
| | - Huanhuan Qi
- China Wushu School, Beijing Sport University, Beijing, 100084, China
| | - Zhuolin Zhang
- China Wushu School, Beijing Sport University, Beijing, 100084, China
| | - Guobai Su
- Department of Physical Education, Tianjin Medical University, Tianjin, 300070, China.
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Carreiro S, Ramanand P, Taylor M, Leach R, Stapp J, Sherestha S, Smelson D, Indic P. Evaluation of a digital tool for detecting stress and craving in SUD recovery: An observational trial of accuracy and engagement. Drug Alcohol Depend 2024; 261:111353. [PMID: 38917718 PMCID: PMC11260438 DOI: 10.1016/j.drugalcdep.2024.111353] [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: 09/20/2023] [Revised: 05/13/2024] [Accepted: 05/30/2024] [Indexed: 06/27/2024]
Abstract
BACKGROUND Digital health interventions offer opportunities to expand access to substance use disorder (SUD) treatment, collect objective real-time data, and deliver just-in-time interventions: however implementation has been limited. RAE (Realize, Analyze, Engage) Health is a digital tool which uses continuous physiologic data to detect high risk behavioral states (stress and craving) during SUD recovery. METHODS This was an observational study to evaluate the digital stress and craving detection during outpatient SUD treatment. Participants were asked to use the RAE Health app, wear a commercial-grade wrist sensor over a 30-day period. They were asked to self-report stress and craving, at which time were offered brief in-app de-escalation tools. Supervised machine learning algorithms were applied retrospectively to wearable sensor data obtained to develop group-based digital biomarkers for stress and craving. Engagement was assessed by number of days of utilization, and number of hours in a given day of connection. RESULTS Sixty percent of participants (N=30) completed the 30-day protocol. The model detected stress and craving correctly 76 % and 69 % of the time, respectively, but with false positive rates of 33 % and 28 % respectively. All models performed close to previously validated models from a research grade sensor. Participants used the app for a mean of 14.2 days (SD 10.1) and 11.7 h per day (SD 8.2). Anxiety disorders were associated with higher mean hours per day connected, and return to drug use events were associated with lower mean hours per day connected. CONCLUSIONS Future work should explore the effect of similar digital health systems on treatment outcomes and the optimal dose of digital interventions needed to make a clinically significant impact.
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Affiliation(s)
- Stephanie Carreiro
- Department of Emergency Medicine, Division of Medical Toxicology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA.
| | - Pravitha Ramanand
- Department of Electrical and Computer Engineering, University of Texas at Tyler, 3900 University Blvd, Tyler, TX 75799, USA
| | - Melissa Taylor
- Department of Emergency Medicine, Division of Medical Toxicology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Rebecca Leach
- Department of Emergency Medicine, Division of Medical Toxicology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Joshua Stapp
- Department of Electrical and Computer Engineering, University of Texas at Tyler, 3900 University Blvd, Tyler, TX 75799, USA; RAE Health, 13 Devoe Raod, Bristol, ME 04539, USA
| | - Sloke Sherestha
- Department of Electrical and Computer Engineering, University of Texas at Tyler, 3900 University Blvd, Tyler, TX 75799, USA
| | - David Smelson
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Premananda Indic
- Department of Electrical and Computer Engineering, University of Texas at Tyler, 3900 University Blvd, Tyler, TX 75799, USA
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Palmer D, Cayton CA, Scott A, Lin I, Newell B, Paulson A, Weberg M, Richard JM. Ventral pallidum neurons projecting to the ventral tegmental area reinforce but do not invigorate reward-seeking behavior. Cell Rep 2024; 43:113669. [PMID: 38194343 PMCID: PMC10865898 DOI: 10.1016/j.celrep.2023.113669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 11/02/2023] [Accepted: 12/26/2023] [Indexed: 01/10/2024] Open
Abstract
Reward-predictive cues acquire motivating and reinforcing properties that contribute to the escalation and relapse of drug use in addiction. The ventral pallidum (VP) and ventral tegmental area (VTA) are two key nodes in brain reward circuitry implicated in addiction and cue-driven behavior. In the current study, we use in vivo fiber photometry and optogenetics to record from and manipulate VP→VTA in rats performing a discriminative stimulus task to determine the role these neurons play in invigoration and reinforcement by reward cues. We find that VP→VTA neurons are active during reward consumption and that optogenetic stimulation of these neurons biases choice behavior and is reinforcing. Critically, we find no encoding of reward-seeking vigor, and optogenetic stimulation does not enhance the probability or vigor of reward seeking in response to cues. Our results suggest that VP→VTA activity is more important for reinforcement than for invigoration of reward seeking by cues.
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Affiliation(s)
- Dakota Palmer
- Graduate Program in Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA
| | - Christelle A Cayton
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Alexandra Scott
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Iris Lin
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Bailey Newell
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Anika Paulson
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Morgan Weberg
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jocelyn M Richard
- Medical Discovery Team on Addiction, University of Minnesota, Minneapolis, MN 55455, USA; Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA.
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Ware OD, Sacco P, Cagle JG, Frey JJ, Wagner FA, Wimberly AS, Gyebi-Foster B, Diaz M, Peters K, Zemore SE. Higher perceived stress during admission is associated with shorter retention in short-term residential substance use disorder treatment. Addict Behav Rep 2023; 18:100502. [PMID: 38170055 PMCID: PMC10758394 DOI: 10.1016/j.abrep.2023.100502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 01/05/2024] Open
Abstract
Introduction Over one million people in the U.S. received residential treatment for a substance use disorder (SUD) in 2020. Longer treatment retention is associated with better outcomes (e.g., reduced substance use). Entering treatment with higher stress may be associated with shorter retention. This paper examines the impact of perceived stress at admission on SUD treatment retention in short-term residential treatment. Methods A sample of 271 treatment episodes with admissions between October 2019 and February 2020 were collected from de-identified records of an urban mid-Atlantic adult 28-day short-term residential SUD treatment facility. Treatment completion involved finishing 28 days. Sociodemographic, substance use, perceived stress, and treatment discharge variables were analyzed. Bivariate analyses examined differences between treatment completion and early discharge, and Cox regression investigated the effect of perceived stress on treatment retention with covariates. Results The sample was primarily male (73.8%) and non-Hispanic Black (71.6%). A majority used heroin as their primary substance (54.6%) and reported polysubstance use (72.3%). About half (51.3%) completed treatment, and completed an average of 18.7 (SD = 10.7) days. Those who prematurely discharged from treatment stayed an average of 8.9 (SD = 7.0) days. The Cox regression model found that higher perceived stress (adjusted hazard ratio (AHR) = 1.028; 95% CI = [1.005, 1.053], p =.019) and a race/ethnicity other than non-Hispanic Black (AHR = 1.546, 95% CI = [1.037, 2.305], p =.033) predicted premature discharge. Conclusions Perceived stress at admission is associated with shorter treatment retention. Early stress management interventions may help increase treatment retention.
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Affiliation(s)
- Orrin D. Ware
- University of North Carolina at Chapel Hill School of Social Work, United States
| | - Paul Sacco
- University of Maryland School of Social Work, United States
| | - John G. Cagle
- University of Maryland School of Social Work, United States
| | - Jodi J. Frey
- University of Maryland School of Social Work, United States
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Bormann NL, Weber AN, Miskle B, Arndt S, Lynch AC. Recovery Capital Gains May Precede Craving Reduction in Opioid Use Disorder. Subst Abuse Rehabil 2023; 14:113-118. [PMID: 37818109 PMCID: PMC10561754 DOI: 10.2147/sar.s433350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/03/2023] [Indexed: 10/12/2023] Open
Abstract
Purpose Cravings for drugs and alcohol have been significantly associated with worse treatment outcomes. We investigated if improvements in recovery capital (RC) (eg, a measure of social capital/network, financial resources, education, and cultural factors) over time were associated with decreased reported cravings. Patients and Methods The original cohort consisted of 133 participants (63 females) with opioid use disorder seeking outpatient treatment, who completed the Assessment of Recovery Capital (ARC) (range 0 to 50) and the Brief Addiction Monitor (BAM) thrice over the 6-month study. Intervention was medication and case management. Analysis included one-way mixed models testing change over time for ARC total scores and single question craving rating (5-point Likert scale). Cross-lagged panel estimates used structural equation models with variables z-scored, allowing for path coefficient evaluation as standard deviations (sd). Results Total ARC significantly increased over the study (χ2 = 33.77, df = 2, p < 0.0001), with baseline of 36.6 (n = 114, sd = 11.1) and 6-month of 41.2 (n = 107, sd = 9.5). Craving also changed significantly (χ2 = 8.51, df = 2, p < 0.015), with baseline of 1.1 (n = 101, sd = 1.2) and 6-month of 0.9 (n = 107, sd = 1.1). The cross-lag from baseline RC to 3-month craving was significant (β = -0.28, SE = 0.11, z = -2.53, p < 0.011). The converse was not true; baseline craving did not affect later RC. Results were similarly significant when comparing 3-month to 6-month. The majority of sample was on buprenorphine. Conclusion As RC improves, the reported cravings at both 3- and 6-month study time points are significantly reduced. When evaluated inversely, there was not a significant association with baseline cravings and follow-up RC. Significant path coefficients provide an estimation of a directional effect from increased RC towards craving reduction.
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Affiliation(s)
- Nicholas L Bormann
- Psychiatry and Psychology, Mayo Clinic Health System, Albert Lea, MN, USA
| | - Andrea N Weber
- Psychiatry, University of Iowa, Iowa City, Iowa, USA
- Internal Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Benjamin Miskle
- Psychiatry, University of Iowa, Iowa City, Iowa, USA
- Pharmacy, University of Iowa, Iowa City, Iowa, USA
| | - Stephan Arndt
- Psychiatry, University of Iowa, Iowa City, Iowa, USA
- Biostatistics, University of Iowa, Iowa City, Iowa, USA
| | - Alison C Lynch
- Psychiatry, University of Iowa, Iowa City, Iowa, USA
- Family Medicine, University of Iowa, Iowa City, Iowa, USA
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Moran LM, Panlilio LV, Hertzel SK, Bertz JW, Tyburski M, Etter JR, Epstein DH, Preston KL, Phillips KA. Health Outcomes by Neighborhood (HON): Effects of Neighborhood, Social Instability, and Health Factors on 12-Month Trajectories of Substance-Use Disorder Symptoms. Subst Use Misuse 2023; 58:1460-1472. [PMID: 37380598 PMCID: PMC10534204 DOI: 10.1080/10826084.2023.2223258] [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] [Indexed: 06/30/2023]
Abstract
BACKGROUND Previous studies have shown that environment and health can influence drug use trajectories and the effects of substance use disorder (SUD) treatments. We hypothesized that trajectories of drug use-related problems, based on changes in DSM-5 symptoms, would vary by type(s) of drugs used, health factors, and neighborhood characteristics. METHODS We assessed mental and physical health, stress, social instability, neighborhood characteristics (disorderliness and home value), and DSM-5 symptom counts at two study visits, 12 months apart, in a community sample (baseline N = 735) in Baltimore, MD. Three prominent categories of drug-use trajectory were identified with K-means cluster analysis of symptom counts: Persistent (4 or more symptoms at both visits or at Visit 2), Improved (decrease from 4 or more symptoms at Visit 1 to 3 or fewer symptoms at Visit 2), and Low-Stable (3 or fewer symptoms at both visits). Baseline health and neighborhood measures were tested as predictors of trajectory in mediation and moderation models. RESULTS Among people with current opioid- and/or stimulant-use, odds of an Improved trajectory were (1) decreased with neighborhood disorder and social instability, or (2) increased with home value and social instability. Odds of a Low-Stable trajectory were decreased by social instability and stress but increased in those who were older or self-identified as white. CONCLUSIONS Trajectories of drug use-related problems are influenced by sociodemographic variables, neighborhood factors, and health. Assessing DSM-5 symptom counts as an outcome measure may be valuable in monitoring or predicting long-term trajectories and treatment effectiveness.
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Affiliation(s)
- Landhing M Moran
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Leigh V Panlilio
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Sara K Hertzel
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Jeremiah W Bertz
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Matthew Tyburski
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - John R Etter
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - David H Epstein
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Kenzie L Preston
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
| | - Karran A Phillips
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, Maryland, USA
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Kennelly NR, Ray S. Efficacy of a Brief Mindfulness Intervention in Underserved Individuals Receiving Inpatient Treatment for Opioid Use Disorder: A Pilot Study. Cureus 2023; 15:e40525. [PMID: 37461794 PMCID: PMC10350319 DOI: 10.7759/cureus.40525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/15/2023] [Indexed: 07/20/2023] Open
Abstract
Introduction A mindfulness intervention is a mind-body complementary health approach that focuses on the relationships between mind, body, brain, and behavior. Mindfulness-Based Stress Reduction (MBSR) and similar mindfulness programs have been shown to decrease drug craving and relapse and improve emotional regulation, stress, pain, and anxiety. To our knowledge, a very limited number of studies have examined its efficacy in individuals from underserved populations. Underserved populations experience disparities in healthcare access, and as a result, see poorer addiction-related outcomes. The goal of this pilot study was to utilize an evidence-based, neuroscience-informed brief mindfulness intervention to improve mental health and decrease substance use behavior in a vulnerable, underserved population in New Jersey suffering from opioid use disorder (OUD). Methods We implemented a brief MBSR intervention in 15 underserved individuals undergoing inpatient medication-assisted treatment (MAT) for OUD. Individuals received weekly intervention sessions lasting one hour over six weeks. Furthermore, they practiced mindfulness for 10 minutes daily. Participants completed pre-and post-mindfulness intervention surveys to examine their mental well-being, drug craving, perceived stress, and emotional regulation. Results Within-subjects t-test results showed that compared to pre-intervention, participants showed significantly decreased perceived stress (t(14) =2.401, p=.015) and significantly decreased difficulty in emotional regulation (t(13) =3.426, p=.002 ) at post-intervention. They also showed significantly decreased drug craving post-intervention (t(14) =5.501, p=.<001). Anxiety decreased post-intervention but was not statistically significant (t(14) =1.582, p=.068). Conclusion This pilot study demonstrates that a brief mindfulness intervention can be effective for underserved individuals with OUD. Consistent with our hypothesis, results showed that a six-week mindfulness intervention could reduce everyday stress, drug craving, and difficulties in emotional regulation. In the future, a large-scale randomized control trial should be conducted with a control group to demonstrate the efficacy of this useful intervention.
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Raby WN, Heller M, Milliaressis D, Choi CJ, Basaraba C, Levin FR, Church S, Pavlicova M, Nunes EV. Cocaine use disorder patients develop distinct patterns of regulation of acth secretion by a vasopressin agonist and oxytocin: Report on a laboratory study. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 7:100158. [PMID: 37397438 PMCID: PMC10311151 DOI: 10.1016/j.dadr.2023.100158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 02/27/2023] [Accepted: 04/05/2023] [Indexed: 07/04/2023]
Abstract
Background : Oxytocin and Vasopressin systems in the brain sustain adaptation to stressors. Cocaine being a stressor, it may alter brain homeostatic function. This dysregulation may entrench cocaine use disorder. Method : This is a human laboratory study of the effects of intranasal desmopressin (a Vasopressin 1b receptor agonist) and oxytocin on ACTH secretion in cocaine use disorder patients versus a control group. It consisted of two endocrine challenges performed on consecutive days. On day 1, the effect of intranasal desmopressin (80 IU) on ACTH secretion was measured. On day 2, a pre-treatment with intranasal oxytocin (24 IU) preceded intranasal desmopressin to monitor its effect on desmopressin-induced ACTH secretion. We hypothesized that the effect of intranasal oxytocin in controls would differ from the effect in cocaine use disorder patients. Results : Forty-three patients were included in this study: 14 controls and 29 cocaine use disorder patients. Significant differences were noted in the direction of change of ACTH secretion between the two groups. In cocaine use disorder patients, overall ACTH secretion was on average 2.7 pg/ml/min higher after intranasal desmopressin than after intranasal oxytocin/desmopressin (t292 = 2.91, p = 0.004). The opposite was observed in controls: overall ACTH secretion averaged 3.3 pg/ml/min less after intranasal desmopressin than after intranasal oxytocin/desmopressin (t292 = -2.35, p = 0.02). Conclusion : Intranasal oxytocin and desmopressin revealed a pattern of ACTH secretion in cocaine use disorder patients that is distinct from a non-addicted control group. (ClinicalTrial.gov00255357, 10/2014).
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Affiliation(s)
- Wilfrid Noël Raby
- Division on Substance Abuse, Department of Psychiatry, Montefiore Medical Center, Albert Einstein College of Medicine, 1510 Waters Place, 2nd Floor, Bronx, NY, 10461
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Matthew Heller
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Demetrios Milliaressis
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - C. Jean Choi
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, NY, USA
| | - Cale Basaraba
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, NY, USA
| | - Frances R. Levin
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Sarah Church
- Wholeview Wellness Centers, 369 Lexington Avenue, Suite 14A, New York City, NY, 10017, USA
| | - Martina Pavlicova
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Edward V. Nunes
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
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D'Ottavio G, Reverte I, Ragozzino D, Meringolo M, Milella MS, Boix F, Venniro M, Badiani A, Caprioli D. Increased heroin intake and relapse vulnerability in intermittent relative to continuous self-administration: Sex differences in rats. Br J Pharmacol 2023; 180:910-926. [PMID: 34986504 PMCID: PMC9253203 DOI: 10.1111/bph.15791] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 12/02/2021] [Accepted: 12/29/2021] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND PURPOSE Studies using intermittent-access drug self-administration show increased motivation to take and seek cocaine and fentanyl, relative to continuous access. In this study, we examined the effects of intermittent- and continuous-access self-administration on heroin intake, patterns of self-administration and cue-induced heroin-seeking, after forced or voluntary abstinence, in male and female rats. We also modelled brain levels of heroin and its active metabolites. EXPERIMENTAL APPROACH Rats were trained to self-administer a palatable solution and then heroin (0.075 mg·kg-1 per inf) either continuously (6 h·day-1 ; 10 days) or intermittently (6 h·day-1 ; 5-min access every 30-min; 10 days). Brain levels of heroin and its metabolites were modelled using a pharmacokinetic software. Next, heroin-seeking was assessed after 1 or 21 abstinence days. Between tests, rats underwent either forced or voluntary abstinence. The oestrous cycle was measured using a vaginal smear test. KEY RESULTS Intermittent access exacerbated heroin self-administration and was characterized by a burst-like intake, yielding higher brain peaks of heroin and 6-monoacetylmorphine concentrations. Moreover, intermittent access increased cue-induced heroin-seeking during early, but not late abstinence. Heroin-seeking was higher in females after intermittent, but not continuous access, and this effect was independent of the oestrous cycle. CONCLUSIONS AND IMPLICATIONS Intermittent heroin access in rats resembles critical features of heroin use disorder: a self-administration pattern characterized by repeated large doses of heroin and higher relapse vulnerability during early abstinence. This has significant implications for refining animal models of substance use disorder and for better understanding of the neuroadaptations responsible for this disorder. LINKED ARTICLES This article is part of a themed issue on Advances in Opioid Pharmacology at the Time of the Opioid Epidemic. To view the other articles in this section visit http://onlinelibrary.wiley.com/doi/10.1111/bph.v180.7/issuetoc.
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Affiliation(s)
- Ginevra D'Ottavio
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | - Ingrid Reverte
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | - Davide Ragozzino
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | - Maria Meringolo
- Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | - Michele Stanislaw Milella
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Toxicology Unit, Policlinico Umberto I University Hospital, Rome, Italy
| | - Fernando Boix
- Section for Drug Abuse Research, Department of Forensic Sciences, Oslo University Hospital, Oslo, Norway
| | - Marco Venniro
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Aldo Badiani
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Sussex Addiction Research and Intervention Centre (SARIC) and School of Psychology, University of Sussex, Brighton, UK
| | - Daniele Caprioli
- Laboratory affiliated to Institute Pasteur Italia - Fondazione Cenci Bolognetti - Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy.,Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
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12
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Suzuki J, Prostko S, Szpak V, Chai PR, Spagnolo PA, Tenenbaum RE, Ahmed S, Weiss RD. Impact of cannabidiol on reward- and stress-related neurocognitive processes among individuals with opioid use disorder: A pilot, double-blind, placebo-controlled, randomized cross-over trial. Front Psychiatry 2023; 14:1155984. [PMID: 37065899 PMCID: PMC10098189 DOI: 10.3389/fpsyt.2023.1155984] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 03/10/2023] [Indexed: 04/18/2023] Open
Abstract
Introduction Opioid use disorder (OUD) continues to be a significant public health concern. Medications for OUD (MOUD) such as buprenorphine reduce overdose mortality, but relapses occur often, leading to adverse outcomes. Preliminary data suggest that cannabidiol (CBD) may be a potential adjunctive treatment to MOUD by attenuating cue-reactivity. This pilot study sought to evaluate the impact of a single dose of CBD on reward- and stress-related neurocognitive processes implicated in relapse among those with OUD. Methods The study was a pilot, double-blind, placebo-controlled, randomized cross-over trial aimed at assessing the effects of a single dose of CBD (Epidiolex®) 600 mg or matching placebo administered to participants with OUD receiving either buprenorphine or methadone. Vital signs, mood states, pain, opioid withdrawal, cue-induced craving, attentional bias, decision-making, delayed discount, distress tolerance, and stress-reactivity were examined at each testing session on two separate testing days at least 1 week apart. Results Ten participants completed all study procedures. Receipt of CBD was associated with a significant decrease in cue-induced craving (0.2 vs. 1.3, p = 0.040), as well as reduced attentional bias toward drug-related cues as measured by the visual probe task (-80.4 vs. 100.3, p = 0.041). No differences were found among all the other outcomes examined. Discussion CBD may have promise as an adjunct to MOUD treatment by attenuating the brain response to drug-related cues, which, in turn, may reduce the risk of relapse and overdoses. Further research is warranted to evaluate the potential for CBD as an adjunctive therapy for individuals in treatment for OUD. Clinical Trial Registration https://clinicaltrials.gov/ct2/show/NCT04982029.
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Affiliation(s)
- Joji Suzuki
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Sara Prostko
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, United States
| | - Veronica Szpak
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, United States
| | - Peter R. Chai
- Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, United States
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States
- The Fenway Institute, Boston, MA, United States
| | - Primavera A. Spagnolo
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | | | - Saeed Ahmed
- Rutland Regional Medical Center, Rutland, VT, United States
| | - Roger D. Weiss
- Harvard Medical School, Boston, MA, United States
- Division of Alcohol, Drugs, and Addiction, McLean Hospital, Belmont, MA, United States
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13
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Templeton TJ, Diarra S, Gilpin NW. Sex differences in cocaine self-administration by Wistar rats after predator odor exposure. ADVANCES IN DRUG AND ALCOHOL RESEARCH 2023; 3:11245. [PMID: 37842228 PMCID: PMC10571484 DOI: 10.3389/adar.2023.11245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Traumatic stress disorders are defined in part by persistent avoidance of trauma-related contexts. Our lab uses a preclinical model of traumatic stress using predator odor (i.e., bobcat urine) in which some but not all rats exhibit persistent avoidance of odor-paired stimuli, similar to what is seen in humans. Bobcat urine exposure increases alcohol consumption in male Avoider rats, but it has not been tested for its effects on intake of other drugs. Here, we tested the effect of bobcat urine exposure on cocaine self-administration in adult male and female Wistar rats. We did not observe any effect of bobcat urine exposure on cocaine self-administration in male or female rats. We observed that (1) female rats with long access (6 hours) to cocaine self-administer more cocaine than long-access males, (2) long-access males and females exhibit escalation of cocaine intake over time, (3) stressed rats gain less weight than unstressed rats following acute predator odor exposure, (4) baseline cocaine self-administration is predictive of subsequent cocaine self-administration. The results of this study may inform future work on predator odor effects on cocaine self-administration.
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Affiliation(s)
- Taylor J Templeton
- Department of Physiology, Louisiana State University Health Sciences Center, New Orleans, LA 70112
| | - Siga Diarra
- Department of Physiology, Louisiana State University Health Sciences Center, New Orleans, LA 70112
| | - Nicholas W Gilpin
- Department of Physiology, Louisiana State University Health Sciences Center, New Orleans, LA 70112
- Neuroscience Center of Excellence, Louisiana State University Health Sciences Center, New Orleans, LA 70112
- Alcohol and Drug Abuse Center of Excellence, Louisiana State University Health Sciences Center, New Orleans, LA 70112
- Southeast Louisiana VA Healthcare System, New Orleans, LA 70119
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14
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Cleveland HH, Knapp KS, Cleveland MJ, Deneke E, Bunce SC. Using ecological momentary assessments of negative affect and craving during residential opioid use disorder treatment to predict patients' relapse to substance use. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 146:208931. [PMID: 36880896 PMCID: PMC10127152 DOI: 10.1016/j.josat.2022.208931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 09/13/2022] [Accepted: 12/30/2022] [Indexed: 04/27/2023]
Abstract
BACKGROUND Negative affect (NA) and craving are often independently examined as precipitators of relapse among individuals with substance use disorders, including opioid use disorder (OUD). Recent ecological momentary assessment (EMA) research has revealed that NA and craving frequently co-occur within individuals. Yet we know little about the general patterns of, and variability in, within-person associations between NA and craving, as well as whether the nature and degree of within-person NA-craving coupling predicts post-treatment time-to-relapse. METHODS Seventy-three patients (77 % male, Mage = 30.10, Range = 19-61) in residential treatment for OUD took part in a 12-day, 4× daily smartphone-based EMA study. Linear mixed-effects models tested within-person, day-level associations between self-reported NA and craving during treatment. The study used Person-specific slopes (i.e., average within-person NA-craving coupling for each participant) estimated from the mixed-effects model in survival analyses with Cox proportional hazards regression models to determine if between-person differences in the within-person coupling predicted post-treatment time-to-relapse (operationalized as the return to problematic use of any substance except tobacco), and whether this prediction was similar across patients' average levels of NA and craving intensity. The study monitored relapse through a combination of hair samples and reports from patients or alternative contacts via a voice response system twice a month for up to 120 days or more following discharge. RESULTS Among the 61 participants with time-to-relapse data, those with stronger positive within-person NA-craving coupling on average during residential OUD treatment had a lower hazard of relapsing (slower time to relapse) post-treatment than participants with weaker NA-craving slopes. The significant association held after controlling for interindividual differences in age, sex, and average levels of NA and craving intensity. Average NA and craving intensity did not moderate the association between NA-craving coupling and time-to-relapse. CONCLUSIONS Interindividual differences in average within-person, day-level NA-craving coupling during residential treatment predict OUD patients' post-treatment time-to-relapse.
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Affiliation(s)
- H Harrington Cleveland
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, United States.
| | - Kyler S Knapp
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, United States; Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA, United States.
| | - Michael J Cleveland
- Department of Human Development, Washington State University, Pullman, WA, United States.
| | - Erin Deneke
- Caron Treatment Centers, Wernersville, PA, United States.
| | - Scott C Bunce
- Department of Psychiatry, The Pennsylvania State University, Hershey, PA, United States.
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15
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Templeton TJ, Diarra S, Gilpin NW. Sex differences in cocaine self-administration by Wistar rats after predator odor exposure. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.26.530127. [PMID: 36909634 PMCID: PMC10002624 DOI: 10.1101/2023.02.26.530127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Traumatic stress disorders are defined in part by persistent avoidance of trauma-related contexts. Our lab uses a preclinical model of traumatic stress using predator odor (i.e., bobcat urine) in which some but not all rats exhibit persistent avoidance of odor-paired stimuli, similar to what is seen in humans. Bobcat urine exposure increases alcohol consumption in male Avoider rats, but it has not been tested for its effects on intake of other drugs. Here, we tested the effect of bobcat urine exposure on cocaine self-administration in adult male and female Wistar rats. We did not observe any effect of bobcat urine exposure on cocaine self-administration in male or female rats. We observed that (1) female rats with long access (6 hours) to cocaine self-administer more cocaine than long-access males, (2) long-access males and females exhibit escalation of cocaine intake over time, (3) stressed rats gain less weight than unstressed rats following acute predator odor exposure, (4) baseline cocaine self-administration is predictive of subsequent cocaine self-administration. The results of this study may inform future work on predator odor effects on cocaine self-administration.
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16
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Tang Z, Zhu Z, Xu J. Psychological Effects of Repetitive Transcranial Magnetic Stimulation on Individuals With Methamphetamine Use Disorder: A Systematic Review and Meta-Analysis. Biol Res Nurs 2023; 25:117-128. [PMID: 35999040 DOI: 10.1177/10998004221122522] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate the effects of rTMS on drug craving, depression, anxiety, sleep, and cognitive function in methamphetamine (MA) dependent individuals. DATA SOURCES AND METHODS Randomized controlled trials (RCTs) of rTMS interventions for MA-dependent patients were searched through PubMed, Embase, Cochrane Library, Web of Science, Chinese National Knowledge Infrastructure (CNKI), Wanfang database, Chongqing Vipers (VIP) and China Biomedical Literature Database (CBLD). The included literature was statistically processed using Revman 5.4, and STATA 16.0 for sensitivity and bias analysis. RESULTS A total of 13 papers were included, and the results of the meta-analysis showed that rTMS was effective in reducing craving scores (SMD = -1.53, 95%CI:-2.08 ∼ -0.98, p < 0.00001), improving depression (SMD = -0.32, 95%CI:-0.58 ∼ -0.07, p = 0.01) and sleep scores (WMD = -1.26, 95%CI:-2.26 ∼ -0.27, p = 0.01), but had no effect on anxiety scores (SMD = -0.42, 95%CI:-0.88 ∼ 0.03, p = 0.07); in terms of cognitive function, there were improvements in the international shopping list task (ISL), Groton maze learning task (GML) and continuous paired association learning task (CPAL), except for no effect on the social emotional cognition task (SEC) and two back task (TWOB). Subgroup analysis showed significant differences in the effects of different intervention period on craving in MA-dependent individuals. CONCLUSION rTMS was effective in reducing MA dependent individuals' cravings, alleviating depressive symptoms, improving sleep quality and language learning, collaborative learning and executive skills. Due to the small sample size of this study, a large number of RCTs are needed to validate this.
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Affiliation(s)
| | - Zhicheng Zhu
- Institute of Sports Medicine and Health, 66446Chengdu Sports University, China
| | - Jisheng Xu
- Institute of Sports Medicine and Health, 66446Chengdu Sports University, China
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17
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Votaw VR, Tuchman FR, Piccirillo ML, Schwebel FJ, Witkiewitz K. Examining Associations Between Negative Affect and Substance Use in Treatment-Seeking Samples: A Review of Studies Using Intensive Longitudinal Methods. CURRENT ADDICTION REPORTS 2022; 9:445-472. [PMID: 37063461 PMCID: PMC10101148 DOI: 10.1007/s40429-022-00441-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2022] [Indexed: 11/27/2022]
Abstract
Purpose of Review Understanding dynamic relationships between negative affect and substance use disorder (SUD) outcomes, including craving, may help inform adaptive and personalized interventions. Recent studies using intensive longitudinal methods were reviewed to examine relationships between negative affect and the outcomes of either craving or substance use during and following SUD treatment. Recent Findings Results on associations between negative affect and craving/substance use were mixed and difficult to synthesize, given methodological differences across studies. The strength and direction of these relationships varied across outcomes, subgroups, contexts, and time course. Summary The current literature is mixed concerning negative affect and craving/substance use associations during and following SUD treatment. Researchers should increasingly recruit diverse individuals, for example, samples of varying racial and ethnic backgrounds and those reporting co-occurring disorders and polysubstance use. Experimental, qualitative, and person-specific methods will improve our understanding of relationships between negative affect and substance-related outcomes during SUD treatment.
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Affiliation(s)
- Victoria R Votaw
- Department of Psychology, University of New Mexico, Albuquerque, NM
- Center on Alcohol, Substance use, And Addictions, University of New Mexico, Albuquerque, NM
| | - Felicia R Tuchman
- Department of Psychology, University of New Mexico, Albuquerque, NM
- Department of Psychology, Northwestern University, Evanston, IL
| | | | - Frank J Schwebel
- Center on Alcohol, Substance use, And Addictions, University of New Mexico, Albuquerque, NM
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, NM
- Center on Alcohol, Substance use, And Addictions, University of New Mexico, Albuquerque, NM
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18
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Yang W, Wang S, Luo J, Yan C, Tang F, Du Y, Fan L, Zhang M, Zhang J, Yuan K, Liu J. Longitudinal resting-state functional connectivity changes in the insular subdivisions of abstinent individuals with opioid use disorder. Psychiatry Res 2022; 317:114808. [PMID: 36055065 DOI: 10.1016/j.psychres.2022.114808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/16/2022] [Accepted: 08/20/2022] [Indexed: 10/31/2022]
Abstract
The insular cortex plays a critical role in reward circuitry involved with drug craving in substance use disorders. This study aimed to investigate whether opioid use disorder exhibit functional alterations in the insular circuitry after abstinence. Sixty-one opioid use disorder underwent resting-state and 3D-T1-weighted magnetic resonance imaging and completed craving questionnaires at baseline and after 8 months of abstinence. Changes in resting-state functional connectivity in the insular cortex and their correlations with craving were analyzed. Craving was reduced at follow-up compared with baseline. Compared with that at baseline, there was significantly increased resting-state functional connectivity between the right insular cortex and the superior frontal gyrus/anterior cingulate gyrus (family-wise error corrected) at follow-up. Changes in the functional connectivity of the right dorsal anterior insula/posterior insula with the bilateral superior frontal gyrus were negatively correlated with changes in craving. Our results demonstrated the presence of changes in functional connectivity of the insula in opioid use disorder after protracted abstinence, providing novel evidence of a correlation between craving changes and changes in the neurocircuitry of insular cortex subdivision after abstinence. This study reveals the possibility of neuroplasticity after protracted abstinence, providing insight for future abstinence therapies and rehabilitation procedures for patients with substance use disorders.
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Affiliation(s)
- Wenhan Yang
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Shicong Wang
- School of Life Science and Technology, Xidian University, Xi'an, 710071, PR China; Engineering Research Center of Molecular and Neuroimaging, Ministry of Education, Xi'an, PR China
| | - Jing Luo
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Cui Yan
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Fei Tang
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Yanyao Du
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Li Fan
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Min Zhang
- School of Life Science and Technology, Xidian University, Xi'an, 710071, PR China; Engineering Research Center of Molecular and Neuroimaging, Ministry of Education, Xi'an, PR China
| | - Jun Zhang
- Hunan Judicial Police Academy, Changsha, PR China
| | - Kai Yuan
- School of Life Science and Technology, Xidian University, Xi'an, 710071, PR China; Engineering Research Center of Molecular and Neuroimaging, Ministry of Education, Xi'an, PR China; International Joint Research Center for Advanced Medical Imaging and Intelligent Diagnosis and Treatment & Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China; Information Processing Laboratory, School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia 014010, PR China.
| | - Jun Liu
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, China; Clinical Research Center for Medical Imaging in Hunan Province, Changsha, PR China; Department of Radiology Quality Control Center in Hunan Province, Changsha, PR China.
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Kexel AK, Kluwe-Schiavon B, Baumgartner MR, Engeli EJE, Visentini M, Kirschbaum C, Seifritz E, Ditzen B, Soravia LM, Quednow BB. Cue-induced cocaine craving enhances psychosocial stress and vice versa in chronic cocaine users. Transl Psychiatry 2022; 12:443. [PMID: 36220809 PMCID: PMC9554190 DOI: 10.1038/s41398-022-02204-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 09/16/2022] [Accepted: 09/23/2022] [Indexed: 11/30/2022] Open
Abstract
Stress and craving, it has been found, contribute to the development and maintenance of and relapse in cocaine use disorder. Chronic cocaine users (CU), previous research has shown, display altered physiological responses to psychosocial stress and increased vegetative responding to substance-related cues. However, how psychosocial stress and cue-induced craving interact in relation to the CU's physiological responses remains largely unknown. We thus investigated the interaction between acute psychosocial stress and cocaine-cue-related reactivity in 47 CU and 38 controls. In a crossed and balanced design, the participants were randomly exposed to a video-based cocaine-cue paradigm and the Trier Social Stress Test (TSST) or vice versa to investigate possible mutually augmenting effects of both stressors on physiological stress responses. Over the course of the experimental procedure, plasma cortisol, ACTH, noradrenaline, subjective stress, and craving were assessed repeatedly. To estimate the responses during the cocaine-cue paradigm and TSST, growth models and discontinuous growth models were used. Overall, though both groups did not differ in their endocrinological responses to the TSST, CU displayed lower ACTH levels at baseline. The TSST did not elevate craving in CU, but when the cocaine-cue video was shown first, CU displayed an enhanced cortisol response to the subsequent TSST. In CU, cocaine-cues robustly evoked craving but no physiological stress response, while cue-induced craving was intensified after the TSST. Taken together, though CU did not show an altered acute stress response during the TSST, stress and craving together seemed to have mutually augmenting effects on their stress response.
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Affiliation(s)
- Ann-Kathrin Kexel
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Lenggstrasse 31, 8032, Zurich, Switzerland.
| | - Bruno Kluwe-Schiavon
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Lenggstrasse 31, 8032, Zurich, Switzerland
- Cognition in Context, Research Center for Psychological Science, University of Lisbon, Alameda da Universidade, 1649-013, Lisbon, Portugal
| | - Markus R Baumgartner
- Centre for Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Kurvenstrasse 17, 8006, Zurich, Switzerland
| | - Etna J E Engeli
- Centre for Addictive Disorders, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Selnaustrasse 9, 8001, Zurich, Switzerland
| | - Monika Visentini
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Lenggstrasse 31, 8032, Zurich, Switzerland
| | - Clemens Kirschbaum
- Department of Biopsychology, Technical University Dresden, Zellescher Weg 19, 01069, Dresden, Germany
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Lenggstrasse 31, 8032, Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Beate Ditzen
- Institute for Medical Psychology, Heidelberg University Hospital, Heidelberg, Germany
- Ruprecht-Karls University Heidelberg, Bergheimer Str. 20, 69115, Heidelberg, Germany
| | - Leila M Soravia
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Bolligenstrasse 111, 3000, Bern 60, Switzerland
| | - Boris B Quednow
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Lenggstrasse 31, 8032, Zurich, Switzerland.
- Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.
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20
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Carpio MJ, Gao R, Wooner E, Cayton CA, Richard JM. Alcohol availability during withdrawal gates the impact of alcohol vapor exposure on responses to alcohol cues. Psychopharmacology (Berl) 2022; 239:3103-3116. [PMID: 35881146 PMCID: PMC9526241 DOI: 10.1007/s00213-022-06192-8] [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: 02/25/2022] [Accepted: 07/08/2022] [Indexed: 11/27/2022]
Abstract
RATIONALE Chronic intermittent ethanol (CIE) vapor inhalation is a widely used model of alcohol dependence, but the impact of CIE on cue-elicited alcohol seeking is poorly understood. OBJECTIVE Here, we assessed the effects of CIE on alcohol-seeking elicited by cues paired with alcohol before or after CIE vapor inhalation. METHODS In experiment 1, male and female Long-Evans rats were trained in a discriminative stimulus (DS) task, in which one auditory cue (the DS) predicts the availability of 15% ethanol and a control cue (the NS) predicts no ethanol. Rats then underwent CIE or served as controls. Subsets of each group received access to oral ethanol twice a week during acute withdrawal. After CIE, rats were presented with the DS and NS cues under extinction and retraining conditions to determine whether they would alter their responses to these cues. In experiment 2, rats underwent CIE prior to training in the DS task. RESULTS CIE enhanced behavioral responses to cues previously paired with alcohol, but only in rats that received access to alcohol during acute withdrawal. When CIE occurred before task training, male rats were slower to develop cue responses and less likely to enter the alcohol port, even though they had received alcohol during acute withdrawal. CONCLUSIONS These results suggest that CIE vapor inhalation alone does not potentiate the motivational value of alcohol cues but that an increase in cue responses requires alcohol experience during acute withdrawal. Furthermore, under some conditions, CIE may disrupt responses to alcohol-paired cues.
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Affiliation(s)
- M J Carpio
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, 55415, USA
- Medical Discovery Team On Addiction, University of Minnesota, Minneapolis, MN, 55415, USA
| | - Runbo Gao
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, 55415, USA
- Medical Discovery Team On Addiction, University of Minnesota, Minneapolis, MN, 55415, USA
| | - Erica Wooner
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, 55415, USA
- Medical Discovery Team On Addiction, University of Minnesota, Minneapolis, MN, 55415, USA
| | - Christelle A Cayton
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, 55415, USA
- Medical Discovery Team On Addiction, University of Minnesota, Minneapolis, MN, 55415, USA
| | - Jocelyn M Richard
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, 55415, USA.
- Medical Discovery Team On Addiction, University of Minnesota, Minneapolis, MN, 55415, USA.
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21
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Mayberry HL, Bavley CC, Karbalaei R, Peterson DR, Bongiovanni AR, Ellis AS, Downey SH, Toussaint AB, Wimmer ME. Transcriptomics in the nucleus accumbens shell reveal sex- and reinforcer-specific signatures associated with morphine and sucrose craving. Neuropsychopharmacology 2022; 47:1764-1775. [PMID: 35190706 PMCID: PMC9372067 DOI: 10.1038/s41386-022-01289-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 01/27/2022] [Accepted: 01/31/2022] [Indexed: 12/16/2022]
Abstract
Incubation of craving is a well-documented phenomenon referring to the intensification of drug craving over extended abstinence. The neural adaptations that occur during forced abstinence following chronic drug taking have been a topic of intense study. However, little is known about the transcriptomic changes occurring throughout this window of time. To define gene expression changes associated with morphine consumption and extended abstinence, male and female rats underwent 10 days of morphine self-administration. Separate drug-naive rats self-administered sucrose in order to compare opioid-induced changes from those associated with natural, non-drug rewards. After one or 30 days of forced abstinence, rats were tested for craving, or nucleus accumbens shell tissue was dissected for RNA sequencing. Morphine consumption was predictive of drug seeking after extended (30 days) but not brief (1 day) abstinence in both sexes. Extended abstinence was also associated with robust sex- and reinforcer-specific changes in gene expression, suggesting sex differences underlying incubation of morphine and sucrose seeking respectively. Importantly, these changes in gene expression occurred without re-exposure to drug-paired cues, indicating that chronic morphine causes long-lasting changes in gene expression that prime the system for increased craving. These findings lay the groundwork for identifying specific therapeutic targets for curbing opioid craving without impacting the natural reward system in males and females.
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Affiliation(s)
- Hannah L Mayberry
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Charlotte C Bavley
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Reza Karbalaei
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Drew R Peterson
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Angela R Bongiovanni
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Alexandra S Ellis
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Sara H Downey
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Andre B Toussaint
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA
| | - Mathieu E Wimmer
- Department of Psychology and Neuroscience, Temple University, Philadelphia, PA, USA.
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22
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Ellis JD, Mun CJ, Epstein DH, Phillips KA, Finan PH, Preston KL. Intra-individual variability and stability of affect and craving among individuals receiving medication treatment for opioid use disorder. Neuropsychopharmacology 2022; 47:1836-1843. [PMID: 35668168 PMCID: PMC9372042 DOI: 10.1038/s41386-022-01352-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/05/2022] [Accepted: 05/23/2022] [Indexed: 01/10/2023]
Abstract
Affect and craving are dynamic processes that are clinically relevant in opioid use disorder (OUD) treatment, and can be quantified in terms of intra-individual variability and stability. The purpose of the present analysis was to explore associations between opioid use and variability and stability of affect and craving among individuals receiving medication treatment for OUD (MOUD). Adults (N = 224) with OUD in outpatient methadone or buprenorphine treatment completed ecological momentary assessment (EMA) prompts assessing positive affect, negative affect, opioid craving, and opioid use. Dynamic structural equation modeling (DSEM) was used to quantify person-level indices of magnitude and stability of change. Beta regression was used to examine associations between intra-individual variability and stability and proportion of opioid-use days, when controlling for overall intensity of affect and craving. Results suggested that greater magnitude of craving variability was associated with opioid use on a greater proportion of days, particularly among individuals with lower average craving. Low average positive affect was also associated with higher proportion of days of use. Individuals who experience substantial craving variability in the context of lower average craving may be particularly vulnerable to opioid use during treatment. Ongoing assessment of craving may be useful in identifying treatment needs. Examining correlates of intra-individual variability and stability in MOUD treatment remains a relevant direction for future work.
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Affiliation(s)
- Jennifer D Ellis
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chung Jung Mun
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA
| | - David H Epstein
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA
| | - Karran A Phillips
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA
| | - Patrick H Finan
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Kenzie L Preston
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA.
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23
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Suzuki J, Martin B, Prostko S, Chai PR, Weiss RD. Cannabidiol Effect on Cue-Induced Craving for Individuals with Opioid Use Disorder Treated with Buprenorphine: A Small Proof-of-Concept Open-Label Study. INTEGRATIVE MEDICINE REPORTS 2022; 1:157-163. [PMID: 36105269 PMCID: PMC9462449 DOI: 10.1089/imr.2022.0070] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 07/28/2022] [Indexed: 12/02/2022]
Abstract
Background: Opioid use disorder (OUD) remains a major public health concern. Despite the use of medications for OUD such as buprenorphine, the current gold-standard treatment, relapse in the context of increased craving remains common. Cannabidiol (CBD) has been shown to reduce cue-induced craving in individuals with OUD, but among those who were not receiving any buprenorphine treatment. This small proof-of-concept open-label study sought to evaluate the effect of CBD on cue-induced craving among individuals with OUD who were being actively treated with buprenorphine. Methods: Participants (n = 5) received CBD (Epidiolex®) 600 mg once daily for 3 consecutive days in an open-label manner. Primary outcome was cue-induced craving measured on a visual analog scale of 0 to 10, calculated as the difference in craving in response to drug-related versus neutral cues. The cue-reactivity paradigm was performed at baseline before CBD administration, and was repeated after 3 days of CBD. Secondary outcomes included scores on depression, anxiety, pain, opioid withdrawal, and side effects. Results: All participants were actively taking buprenorphine for an average of 37.8 months (range 1–120 months). Cue-induced craving was significantly lower after CBD dosing compared with baseline (0.4 vs. 3.2, paired t-test, p = 0.0046). No significant changes in scores for depression, anxiety, pain, or opioid withdrawal were noted. CBD was well tolerated, although one participant experienced moderate sedation; otherwise, no other adverse effects were reported. Conclusions: Given the high risk for bias in a small uncontrolled open label study such as this, results must be interpreted with caution. A larger adequately powered trial with a suitable control group is needed to confirm the finding that CBD may help to reduce cue-induced craving among individuals with OUD currently on buprenorphine treatment. Research should further evaluate whether adjunctive use of CBD can improve clinical outcomes for individuals with OUD maintained on buprenorphine. ClinicalTrials.gov (NCT04192370).
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Affiliation(s)
- Joji Suzuki
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Bianca Martin
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Sara Prostko
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Peter R. Chai
- Harvard Medical School, Boston, MA, USA
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- The Fenway Institute, Boston, MA, USA
| | - Roger D. Weiss
- Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
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24
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Chiang SC, Knapp KS, Bai S, Cleveland HH, Harris KS. Examining Within- and Between-Person Facets of Negative Affect and Associations with Daily Craving Among Young Adults in Substance Use Disorder Recovery. ADDICTION RESEARCH & THEORY 2022; 31:52-59. [PMID: 37009164 PMCID: PMC10061576 DOI: 10.1080/16066359.2022.2102611] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/13/2022] [Accepted: 07/13/2022] [Indexed: 06/19/2023]
Abstract
The role of negative affect in precipitating drug craving and relapse among young adults in recovery from substance use disorder (SUD) is well documented. However, most studies focus on negative affect as a trait-level congregate of multiple negative emotion states. The present study examined the associations between specific facets of negative affect, college stressors, and craving among young adult college students in SUD recovery. Data were drawn from a three-week daily diary study of 50 students participating in a collegiate recovery community at a U.S. university (M age = 21.42, 76% males). At the within-person level, craving was higher on days when young adults experienced higher than usual anger, fear, and sadness, but not guilt. At the between-person level, individuals higher in agitation reported greater levels of craving on average. Moderation analyses further showed that college stressors heightened the within-person association between anger and craving. Findings demonstrate that negative affect is not monolithic and that its different aspects are uniquely associated with craving at both between- and within-person levels. Findings from this study could guide collegiate SUD recovery programs that wish to provide greater support to their members by helping them identify both individual- and time-specific relapse risks, such as generally high levels of agitation or days when anger, fear, or sadness are higher than usual for a particular individual. Our findings also suggest that future research should consider distinct features and implications of affective structures at between- and within-person levels, and how these may be uniquely associated with craving.
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Affiliation(s)
- Shou-Chun Chiang
- Department of Human Development and Family Studies, The Pennsylvania State University
| | - Kyler S. Knapp
- Department of Human Development and Family Studies, The Pennsylvania State University
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University
| | - Sunhye Bai
- Department of Human Development and Family Studies, The Pennsylvania State University
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25
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Jang JH, Yoo SY, Park YE, Ji MJ, Park HM, Back JH, Lee JY, Kim DJ, Lee JE, Choi JS. The Kynurenine Pathway and Mediating Role of Stress in Addictive Disorders: A Focus on Alcohol Use Disorder and Internet Gaming Disorder. Front Pharmacol 2022; 13:865576. [PMID: 35479326 PMCID: PMC9037037 DOI: 10.3389/fphar.2022.865576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/21/2022] [Indexed: 11/13/2022] Open
Abstract
Stress plays an important role in the pathophysiology of addictive disorders. The kynurenine (KYN) pathway involved in neuroimmune and cognitive functions is activated under stress. However, the neuroimmunological–neurocognitive mechanisms in the role of stress in addictive disorders are unclear still now. Ninety-nine young adults aged 18–35 years [alcohol use disorder (AUD), N = 30; Internet gaming disorder (IGD), N = 34; healthy controls (HCs), N = 35] participated in this study. Stress levels, resilience, addiction severity, and neurocognitive functions were evaluated, and serum levels of tryptophan (TRP), 5-hydroxytryptamine (5-HT), KYN, and kynurenine acid (KYNA) were determined using liquid chromatography coupled with tandem mass spectrometry through blood samples. Both addictive disorder groups showed higher levels of stress, lower resilience, and impaired executive functions compared to the HC group. Importantly, the AUD group revealed significantly increased KYN levels and KYN/TRP ratios, as well as decreased KYNA levels and KYNA/KYN ratios compared to HCs (p < 0.001, p < 0.001, p = 0.033, and p < 0.001, respectively). The IGD group showed KYN levels and KYNA/KYN ratios intermediate between those of the AUD group and HCs. Furthermore, in the AUD group, the mediating effect of AUD on KYN through stress level was moderated by resilience [index of moderated mediation = −0.557, boot S.E = 0.331, BCa CI (−1.349, −0.081)]. Stress may induce an imbalance in downstream of KYN pathway metabolites, and the KYN/TRP ratio may play as a neuromediator between stress and behavioral changes in both addictive disorders. This study suggests that regulation of the KYN pathway is critical in the pathophysiology of addictive disorders and it may serve as an important target for future treatment modalities.
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Affiliation(s)
- Joon Hwan Jang
- Department of Psychiatry, Seoul National University Health Service Center, Seoul, South Korea.,Department of Human Systems Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - So Young Yoo
- Department of Psychiatry, SMG-SNU Boramae Medical Center, Seoul, South Korea
| | - Yae Eun Park
- Center for Theragnosis, Biomedical Research Division, Korea Institute of Science and Technology, Seoul, South Korea
| | - Mi-Jung Ji
- Advanced Analysis Center, Research Resources Division, Korea Institute of Science and Technology, Seoul, South Korea
| | - Hyun-Mee Park
- Advanced Analysis Center, Research Resources Division, Korea Institute of Science and Technology, Seoul, South Korea
| | - Ji Hyun Back
- Center for Theragnosis, Biomedical Research Division, Korea Institute of Science and Technology, Seoul, South Korea.,Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, South Korea
| | - Ji Yoon Lee
- Department of Psychiatry, Samsung Medical Center, Seoul, South Korea
| | - Dai Jin Kim
- Department of Psychiatry, Seoul St. Mary's Hospital, The Catholic University of Korea College of Medicine, Seoul, South Korea
| | - Ji Eun Lee
- Center for Theragnosis, Biomedical Research Division, Korea Institute of Science and Technology, Seoul, South Korea
| | - Jung-Seok Choi
- Department of Psychiatry, Samsung Medical Center, Seoul, South Korea
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26
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Yunusoğlu O. Rewarding effect of ethanol-induced conditioned place preference in mice: Effect of the monoterpenoid linalool. Alcohol 2022; 98:55-63. [PMID: 34800613 DOI: 10.1016/j.alcohol.2021.11.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 11/06/2021] [Accepted: 11/12/2021] [Indexed: 11/01/2022]
Abstract
Alcohol addiction is a chronic relapsing disease that is progressive and has severe detrimental health outcomes. The use of natural products has become popular for the treatment of side effects of drugs and substance abuse. Linalool is a monoterpenoid that exhibits several effects on the central nervous system. Linalool was identified to have beneficial effects on different mechanisms that are relevant in drug addiction or substance use disorder. The primary aim of the present study was to evaluate the therapeutic effect of linalool on the rewarding properties of alcohol in mice. Conditioned place preference (CPP) was established by intraperitoneal (i.p.) injection of ethanol (2 g/kg) during an 8-day conditioning trial. The effects of acamprosate and linalool on the rewarding properties of ethanol were tested in mice who received linalool (12.5, 25, and 50 mg/kg, i.p.) and acamprosate (300 mg/kg, i.p.) 30 min before each ethanol injection. CPP was extinguished by repeated testing, throughout which conditioned mice were administered daily linalool. Mice were lastly examined for reinstatement provoked by i.p. administration of single low-dose ethanol (0.4 g/kg, i.p.). Treatment with linalool reduced the acquisition and reinstatement, and precipitated the extinction of ethanol-induced CPP in mice. Acquisition and reinstatement of alcohol-induced CPP were significantly reduced by acamprosate, which also precipitated extinction. Ethanol alone and the combination with linalool or acamprosate did not alter locomotor activity. The results of this study suggest that linalool may have pharmacological effects for the treatment of alcohol addiction. In addition, further investigation is required to fully explore the benefits and possible adverse effects of linalool on alcohol addiction.
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27
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Nicolas C, Zlebnik NE, Farokhnia M, Leggio L, Ikemoto S, Shaham Y. Sex Differences in Opioid and Psychostimulant Craving and Relapse: A Critical Review. Pharmacol Rev 2022; 74:119-140. [PMID: 34987089 PMCID: PMC11060335 DOI: 10.1124/pharmrev.121.000367] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 08/15/2021] [Indexed: 01/11/2023] Open
Abstract
A widely held dogma in the preclinical addiction field is that females are more vulnerable than males to drug craving and relapse. Here, we first review clinical studies on sex differences in psychostimulant and opioid craving and relapse. Next, we review preclinical studies on sex differences in psychostimulant and opioid reinstatement of drug seeking after extinction of drug self-administration, and incubation of drug craving (time-dependent increase in drug seeking during abstinence). We also discuss ovarian hormones' role in relapse and craving in humans and animal models and speculate on brain mechanisms underlying their role in cocaine craving and relapse in rodent models. Finally, we discuss imaging studies on brain responses to cocaine cues and stress in men and women.The results of the clinical studies reviewed do not appear to support the notion that women are more vulnerable to psychostimulant and opioid craving and relapse. However, this conclusion is tentative because most of the studies reviewed were correlational, not sufficiently powered, and not a priori designed to detect sex differences. Additionally, imaging studies suggest sex differences in brain responses to cocaine cues and stress. The results of the preclinical studies reviewed provide evidence for sex differences in stress-induced reinstatement and incubation of cocaine craving but not cue- or cocaine-induced reinstatement of cocaine seeking. These sex differences are modulated in part by ovarian hormones. In contrast, the available data do not support the notion of sex differences in craving and relapse/reinstatement for methamphetamine or opioids in rodent models. SIGNIFICANCE STATEMENT: This systematic review summarizes clinical and preclinical studies on sex differences in psychostimulant and opioid craving and relapse. Results of the clinical studies reviewed do not appear to support the notion that women are more vulnerable to psychostimulant and opioid craving and relapse. Results of preclinical studies reviewed provide evidence for sex differences in reinstatement and incubation of cocaine seeking but not for reinstatement or incubation of methamphetamine or opioid seeking.
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Affiliation(s)
- Céline Nicolas
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
| | - Natalie E Zlebnik
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
| | - Mehdi Farokhnia
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
| | - Lorenzo Leggio
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
| | - Satoshi Ikemoto
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
| | - Yavin Shaham
- Neurocentre Magendie, University of Bordeaux, Bordeaux, France (C.N.); Department of Anatomy & Neurobiology, University of Maryland School of Medicine, Baltimore, MD, Present address: Division of Biomedical Sciences, University of California Riverside, School of Medicine, Riverside, CA (N.E.Z.); Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (M.F., L.L., S.I., Y.S.); and Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD (M.F., L.L.)
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28
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Polenick CA, Han BH, Meyers SN, Arnold TD, Cotton BP. Associations between relationship quality and treatment-related stress among couples receiving methadone for opioid use disorder. J Subst Abuse Treat 2022; 132:108580. [PMID: 34400033 PMCID: PMC8671149 DOI: 10.1016/j.jsat.2021.108580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 07/07/2021] [Accepted: 07/15/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Social relationships may buffer or exacerbate stress among patients receiving methadone treatment for opioid use disorder (OUD). Little is known, however, about how relationship quality is linked to treatment-related stress among couples in which both partners receive methadone. We considered the links between relationship quality and treatment-related stress among couples in methadone treatment for OUD. METHODS Participants for this cross-sectional observational study included 60 heterosexual married or cohabiting couples aged 18 and older drawn from two opioid treatment programs in Rhode Island and Massachusetts. Both partners completed a self-administered survey which assessed their sociodemographic information, relationship and treatment characteristics, and perceived treatment-related stress. We estimated actor-partner interdependence models to evaluate the links between each partner's perceptions of relationship quality (with their partner and their closest family member or friend) and treatment-related stress. RESULTS When their partners reported a more positive partner relationship, women had lower treatment-related stress. When women reported a more positive relationship with their own closest family member or friend, both women and their partners had lower treatment-related stress. When men perceived a more positive relationship with their closest family member or friend, their partners reported greater treatment-related stress. Negative relationship quality was not significantly linked to treatment-related stress. CONCLUSIONS This study highlights the importance of considering how social relationship quality might impact the experiences of couples receiving methadone for OUD. In particular, women's close relationships may help to mitigate treatment-related stress.
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Affiliation(s)
- Courtney A. Polenick
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, United States,Institute for Social Research, University of Michigan, Ann Arbor, MI 48104, United States
| | - Benjamin H. Han
- Department of Medicine, University of California San Diego, San Diego CA 92161, United States
| | - Summer N. Meyers
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Tomorrow D. Arnold
- Department of Psychology, University of Tennessee at Chattanooga, Chattanooga, TN 37403, United States
| | - Brandi Parker Cotton
- College of Nursing, University of Rhode Island, Kingston, RI 02881, United States
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29
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Venniro M, Reverte I, Ramsey LA, Papastrat KM, D'Ottavio G, Milella MS, Li X, Grimm JW, Caprioli D. Factors modulating the incubation of drug and non-drug craving and their clinical implications. Neurosci Biobehav Rev 2021; 131:847-864. [PMID: 34597716 PMCID: PMC8931548 DOI: 10.1016/j.neubiorev.2021.09.050] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 09/20/2021] [Accepted: 09/26/2021] [Indexed: 12/28/2022]
Abstract
It was suggested in 1986 that cue-induced cocaine craving increases progressively during early abstinence and remains high during extended periods of time. Clinical evidence now supports this hypothesis and that this increase is not specific to cocaine but rather generalize across several drugs of abuse. Investigators have identified an analogous incubation phenomenon in rodents, in which time-dependent increases in cue-induced drug seeking are observed after abstinence from intravenous drug or palatable food self-administration. Incubation of craving is susceptible to variation in magnitude as a function of biological and/or the environmental circumstances surrounding the individual. During the last decade, the neurobiological correlates of the modulatory role of biological (sex, age, genetic factors) and environmental factors (environmental enrichment and physical exercise, sleep architecture, acute and chronic stress, abstinence reinforcement procedures) on incubation of drug craving has been investigated. In this review, we summarized the behavioral procedures adopted, the key underlying neurobiological correlates and clinical implications of these studies.
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Affiliation(s)
- Marco Venniro
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, USA.
| | - Ingrid Reverte
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy; Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | - Leslie A Ramsey
- Behavioral Neuroscience Research Branch, Intramural Research Program, Baltimore NIDA, NIH, USA
| | - Kimberly M Papastrat
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, USA
| | - Ginevra D'Ottavio
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy; Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy
| | | | - Xuan Li
- Department of Psychology, University of Maryland College Park, College Park, USA.
| | - Jeffrey W Grimm
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, USA.
| | - Daniele Caprioli
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy; Santa Lucia Foundation (IRCCS Fondazione Santa Lucia), Rome, Italy.
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30
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Psychosocial Factors Predict the Level of Substance Craving of People with Drug Addiction: A Machine Learning Approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182212175. [PMID: 34831930 PMCID: PMC8621163 DOI: 10.3390/ijerph182212175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/12/2021] [Accepted: 11/16/2021] [Indexed: 11/16/2022]
Abstract
This study aimed to explore which factors had a greater impact on substance craving in people with substance use and the direction of the impact. A total of 895 male substance users completed questionnaires regarding substance craving, psychological security, positive psychological capital, interpersonal trust, alexithymia, impulsivity, parental conflict, aggression behavior, life events, family intimacy, and deviant peers. Calculating the factor importance by gradient boosting method (GBM), found that the psychosocial factors that had a greater impact on substance craving were, in order, life events, aggression behavior, positive psychological capital, interpersonal trust, psychological security, impulsivity, alexithymia, family intimacy, parental conflict, and deviant peers. Correlation analysis showed that life events, positive psychological capital, interpersonal trust, psychological security, and family intimacy negatively predicted substance craving, while aggression behavior, impulsivity, alexithymia, parental conflict, and deviant peers positively predicted substance cravings. These findings have important implications for the prevention and intervention of substance craving behavior among substance users.
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Shahin MAH, Hamed SA, Taha SM. Correlation of self-compassion and spiritual well-being with drug craving in people with substance use disorders. MIDDLE EAST CURRENT PSYCHIATRY 2021. [DOI: 10.1186/s43045-021-00132-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Globally, drug abuse is a serious and exacerbating phenomenon, not only in terms of its prevalence and its impact on individuals, families, professional and social aspects but also because of its economic and medical repercussions. Cravings, the main feature of addiction, are the drivers of continued drug abuse and a return to addiction after recovery. This research aimed to explore the relationship between self-compassion and spiritual well-being with drug cravings. This research used a descriptive correlational study design. The study sample consisted of all accessible addiction patients who had visited the outpatient clinics or were admitted to the Addiction Unit of the Psychiatry Department at Mansoura University Hospital during a 3-month period from October to December 2020. Patients were asked to respond to questionnaires assessing self-compassion, spiritual well-being, and drug craving.
Results
The results showed that the majority of the participants had a moderate level of self-compassion and spiritual well-being. However, drug cravings were negatively related to both self-compassion and spiritual well-being.
Conclusions
People with drug addiction consistently need programs to increase their self-compassion and spiritual well-being to overcome the intensity of cravings. Improving feelings of self-compassion and spiritual well-being has a positive effect in reducing craving for substance abuse among drug-addict patients.
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Stull SW, Bertz JW, Panlilio LV, Kowalczyk WJ, Phillips KA, Moran LM, Lin JL, Vahabzadeh M, Finan PH, Preston KL, Epstein DH. I feel good? Anhedonia might not mean "without pleasure" for people treated for opioid use disorder. JOURNAL OF ABNORMAL PSYCHOLOGY 2021; 130:537-549. [PMID: 34472889 DOI: 10.1037/abn0000674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Anhedonia is usually defined as partial or total loss of the capacity for pleasure. People with anhedonia in the context of major depressive disorder may have an unexpected capacity for event-related mood brightening, observable when mood is assessed dynamically (with smartphone-based ecological momentary assessment [EMA]) rather than only statically via questionnaire. We used EMA to monitor mood and pleasant events for 4 weeks in 54 people being treated with opioid agonist medication for opioid-use disorder (OUD), which is also associated with anhedonia, said to manifest especially as loss of pleasure from nondrug reward. We compared OUD patients' EMA reports with those of 47 demographically similar controls. Background positive mood was lower in OUD patients than in controls, as we hypothesized (Cohen ds = .85 to 1.32, 95% CIs [.66, 1.55]), although, contrary to our hypothesis, background negative mood was also lower (ds = .82 to .85, 95% CIs [.73, .94]). As hypothesized, instances of nondrug pleasure were as frequent in OUD patients as in controls-and were not rated much less pleasurable (d = .18, 95% CI [-.03, .35]). Event-related mood brightening occurred in both abstinent and nonabstinent OUD patients (ds = .18 to .37, CIs [-.01, .57]) and controls (ds = .04 to .60, CIs [-.17, .79]), brightening before each event began earlier for controls than OUD patients, but faded similarly postevent across groups. Our findings add to the evidence that anhedonia does not rule out reactive mood brightening, which, for people with OUD being treated on opioid agonist medication, can be elicited by nondrug activities. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Saraiya TC, Jarnecke AM, Jones J, Brown DG, Brady KT, Back SE. Laboratory-induced stress and craving predict opioid use during follow-up among individuals with prescription opioid use disorder. Drug Alcohol Depend 2021; 225:108755. [PMID: 34052686 PMCID: PMC8282754 DOI: 10.1016/j.drugalcdep.2021.108755] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 02/24/2021] [Accepted: 03/25/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Opioid use disorder (OUD) remains a public health crisis in the USA. Although stress and craving are common precipitants of substance use, no research to date has investigated the impact of laboratory-induced stress and craving on subsequent opioid use. METHOD Participants (N = 31) were individuals with prescription OUD who completed a human laboratory study followed by a one-month follow-up visit. Participants were randomly assigned to either a stress task (i.e., Trier Social Tress Task; TSST) or a no-stress condition, and then all participants completed an opioid cue paradigm. Measures of subjective (e.g., stress, craving), and neuroendocrine (e.g., cortisol, dehydroepiandrosterone) reactivity were assessed before and after each task. Survival and regression models tested the association between reactivity to the laboratory tasks and a) time to first opioid use and b) amount of opioid use during follow-up. RESULTS On average, participants first used opioids 3.65 (SD = 2.08) days following the study. Craving after the opioid cue paradigm (B = 0.44, Exp(B) = 1.55, 95 % CI [1.06, 2.28], p = .02) and after the TSST/no-stress condition plus opioid cue paradigm (B = 1.06, Exp(B) = 2.88, 95 % CI [1.70, 4.85], p < .001) predicted time to first use. Additionally, there was a significant interaction between randomization to the TSST, stress reactivity, and amount of opioids used. CONCLUSIONS Findings demonstrate that elevated cue-induced craving, either in the context of a stressor or not, is associated with shortened time to opioid use, whereas stress reactivity impacts the amount of opioids consumed. Preliminary findings add to the literature on stress, craving and opioid use and implicate treatment.
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Affiliation(s)
- Tanya C Saraiya
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States.
| | - Amber M Jarnecke
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States.
| | - Jennifer Jones
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States.
| | - Delisa G Brown
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States.
| | - Kathleen T Brady
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States.
| | - Sudie E Back
- Department of Psychiatry, Addiction Sciences Division, Medical University of South Carolina, Charleston, SC, United States; Ralph H. Johnson VA Medical Center, Charleston, SC, United States.
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Knapp KS, Brick TR, Bunce SC, Deneke E, Cleveland HH. Daily meaningfulness among patients with opioid use disorder: Examining the role of social experiences during residential treatment and links with post-treatment relapse. Addict Behav 2021; 119:106914. [PMID: 33857730 DOI: 10.1016/j.addbeh.2021.106914] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 03/10/2021] [Accepted: 03/11/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND A sense of meaningfulness is an important initial indicator of the successful treatment of addiction, and supports the larger recovery process. Most studies address meaningfulness as a static trait, and do not assess the extent to which meaningfulness might vary within an individual, or how it may vary in response to daily life events such as social experiences. METHODS Ecological momentary assessment (EMA) was used to: 1) examine the amount of within-person variability in meaningfulness among patients in residential treatment for prescription opioid use disorder; 2) determine whether that variability was related to positive or negative social experiences on a daily basis; and 3) assess whether those day-to-day relationships were related to relapse at four months post-treatment. Participants (N = 73, 77% male, Mage = 30.10, Range = 19-61) completed smartphone-based assessments four times per day for 12 days. Associations among social experiences, meaningfulness, and relapse were examined using multilevel modeling. RESULTS Between-person variability accounted for 52% (95% CI = 0.35, 0.67) of variance in end-of-day meaningfulness. End-of-day meaningfulness was higher on days when participants reported more positive social experiences (β = 1.17, SE = 0.33, p < .05, ΔR2 = 0.041). On average, participants who relapsed within four months post-residential treatment exhibited greater within-day reactivity to negative social experiences (β = -1.89, SE = 0.88, p < .05, ΔR2 = 0.024) during treatment than participants who remained abstinent. CONCLUSION Individual differences in maintaining meaningfulness day by day when faced with negative social experiences may contribute to the risk of relapse in the early months following residential treatment.
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Xu Y, Towe SL, Causey ST, Meade CS. Using mobile health technologies to test the association of cocaine use with sexual desire and risky sexual behaviors among people with and without HIV who use illicit stimulants. Drug Alcohol Depend 2021; 225:108744. [PMID: 34146909 PMCID: PMC8715517 DOI: 10.1016/j.drugalcdep.2021.108744] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 04/15/2021] [Accepted: 04/17/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Cocaine use is broadly associated with risky sexual behavior potentially through elevated sexual desire. Understanding the within-person effects of cocaine on sexual desire and risky sexual behavior and the modification of HIV infection may inform primary and secondary HIV interventions. METHODS We conducted a mobile health (mHealth) study in a community sample of males and females with (n = 28) and without (n = 32) HIV who use illicit stimulant drugs. Participants completed ecological momentary assessments (EMAs) and daily diaries over 28 days. Mixed effects models were employed to examine the within-person association of cocaine use with sexual desire and risky sexual behavior. RESULTS Participants completed 3505 EMA responses, with 36 % involving recent cocaine use, including powder and/or crack cocaine. They completed 1427 daily diary responses, with cocaine use reported on 49 % of these days and sexual behavior on 21 % of these days. Sexual desire was highest in the first hour since cocaine use and gradually decreased with time. Sexual desire was lowest when participants had not used any cocaine in the past 6 h, and it correlated positively with the amount of use. Participants were more likely to have risky sexual behavior on days they used cocaine. These associations were similar for participants with and without HIV. CONCLUSION This study demonstrates the dynamic and proximal effects of cocaine use on sexual desire and risky sexual behavior. Our findings support the development of HIV prevention interventions that utilize mHealth technology to reduce sexual risk behavior among persons who use stimulant drugs.
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Affiliation(s)
- Yunan Xu
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA.
| | - Sheri L Towe
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Shakiera T Causey
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Christina S Meade
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
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Mun CJ, Finan PH, Epstein DH, Kowalczyk WJ, Agage D, Letzen JE, Phillips KA, Preston KL. Craving mediates the association between momentary pain and illicit opioid use during treatment for opioid-use disorder: an ecological momentary assessment study. Addiction 2021; 116:1794-1804. [PMID: 33220102 PMCID: PMC8137724 DOI: 10.1111/add.15344] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 10/21/2020] [Accepted: 11/17/2020] [Indexed: 02/02/2023]
Abstract
AIM To assess the role of momentary pain on opioid craving and illicit opioid use among individuals receiving opioid agonist treatment. DESIGN Observational study using ecological momentary assessment. SETTING The National Institute of Drug Abuse Intramural Research Program in the United States. PARTICIPANTS Fifty-six adults who qualified for opioid agonist treatment. MEASUREMENTS Participants completed randomly prompted assessments of pain severity, stress, negative mood, opioid craving and illicit opioid use for a mean of 66 days [standard deviation (SD) = 27]. Urine samples were collected two to three times/week throughout. FINDINGS Almost 70% of participants reported moderate average pain severity in the past 24 hours at intake and 35% of participants reported chronic pain. There were no significant differences in percent of opioid-positive urine samples (P = 0.73) and average level of opioid craving during the study period (P = 0.91) among opioid agonist treatment only patients versus opioid agonist treatment patients with chronic pain. However, momentary pain severity significantly predicted concurrent opioid craving [B = 0.02, 95% confidence interval (CI) = 0.01, 0.04], over and above stress and negative mood. Momentary opioid craving, in turn, significantly predicted illicit opioid use that was assessed in the next moment [odds ratio (OR) = 1.72, 95% CI = 1.12, 2.64), while controlling for autocorrelation and the effects of pain, negative mood and stress. Momentary opioid craving significantly mediated the prospective association between momentary pain and illicit opioid use (95% CI = 0.003, 0.032). Exploratory analysis revealed that momentary pain severity also significantly moderated the momentary association between stress and opioid craving (B = 0.02, 95% CI = 0.00, 0.04), such that when momentary pain severity increased, the association between the two intensified. CONCLUSIONS Among people receiving opioid agonist treatment, momentary pain appears to be indirectly associated with illicit opioid use via momentary opioid craving.
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Affiliation(s)
- Chung Jung Mun
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, 21224, United States,Address Correspondence to: Chung Jung Mun, Ph.D., 5510 Nathan Shock Drive, Suite 100, Baltimore MD, 21224, and, Kenzie L. Preston, Ph.D., National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224,
| | - Patrick H. Finan
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, 21224, United States
| | - David H. Epstein
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, United States
| | - William J. Kowalczyk
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, United States
| | - Daniel Agage
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, United States
| | - Janelle E. Letzen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, 21224, United States
| | - Karran A. Phillips
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, United States
| | - Kenzie L. Preston
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, United States,Address Correspondence to: Chung Jung Mun, Ph.D., 5510 Nathan Shock Drive, Suite 100, Baltimore MD, 21224, and, Kenzie L. Preston, Ph.D., National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224,
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Caccamise A, Van Newenhizen E, Mantsch JR. Neurochemical mechanisms and neurocircuitry underlying the contribution of stress to cocaine seeking. J Neurochem 2021; 157:1697-1713. [PMID: 33660857 PMCID: PMC8941950 DOI: 10.1111/jnc.15340] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 02/26/2021] [Accepted: 02/28/2021] [Indexed: 12/12/2022]
Abstract
In individuals with substance use disorders, stress is a critical determinant of relapse susceptibility. In some cases, stressors directly trigger cocaine use. In others, stressors interact with other stimuli to promote drug seeking, thereby setting the stage for relapse. Here, we review the mechanisms and neurocircuitry that mediate stress-triggered and stress-potentiated cocaine seeking. Stressors trigger cocaine seeking by activating noradrenergic projections originating in the lateral tegmentum that innervate the bed nucleus of the stria terminalis to produce beta adrenergic receptor-dependent regulation of neurons that release corticotropin releasing factor (CRF) into the ventral tegmental area (VTA). CRF promotes the activation of VTA dopamine neurons that innervate the prelimbic prefrontal cortex resulting in D1 receptor-dependent excitation of a pathway to the nucleus accumbens core that mediates cocaine seeking. The stage-setting effects of stress require glucocorticoids, which exert rapid non-canonical effects at several sites within the mesocorticolimbic system. In the nucleus accumbens, corticosterone attenuates dopamine clearance via the organic cation transporter 3 to promote dopamine signaling. In the prelimbic cortex, corticosterone mobilizes the endocannabinoid, 2-arachidonoylglycerol (2-AG), which produces CB1 receptor-dependent reductions in inhibitory transmission, thereby increasing excitability of neurons which comprise output pathways responsible for cocaine seeking. Factors that influence the role of stress in cocaine seeking, including prior history of drug use, biological sex, chronic stress/co-morbid stress-related disorders, adolescence, social variables, and genetics are discussed. Better understanding when and how stress contributes to drug seeking should guide the development of more effective interventions, particularly for those whose drug use is stress related.
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Affiliation(s)
- Aaron Caccamise
- Graduate Program in Neuroscience, Marquette University, Milwaukee, WI 53201
| | - Erik Van Newenhizen
- Department of Pharmacology & Toxicology, Medical College of Wisconsin, Milwaukee, WI, 53226
| | - John R. Mantsch
- Department of Pharmacology & Toxicology, Medical College of Wisconsin, Milwaukee, WI, 53226
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Panlilio LV, Stull SW, Bertz JW, Burgess-Hull AJ, Lanza ST, Curtis BL, Phillips KA, Epstein DH, Preston KL. Beyond abstinence and relapse II: momentary relationships between stress, craving, and lapse within clusters of patients with similar patterns of drug use. Psychopharmacology (Berl) 2021; 238:1513-1529. [PMID: 33558983 PMCID: PMC8141007 DOI: 10.1007/s00213-021-05782-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 01/28/2021] [Indexed: 11/25/2022]
Abstract
RATIONALE Given that many patients being treated for opioid-use disorder continue to use drugs, identifying clusters of patients who share similar patterns of use might provide insight into the disorder, the processes that affect it, and ways that treatment can be personalized. OBJECTIVES AND METHODS We applied hierarchical clustering to identify patterns of opioid and cocaine use in 309 participants being treated with methadone or buprenorphine (in a buprenorphine-naloxone formulation) for up to 16 weeks. A smartphone app was used to assess stress and craving at three random times per day over the course of the study. RESULTS Five basic patterns of use were identified: frequent opioid use, frequent cocaine use, frequent dual use (opioids and cocaine), sporadic use, and infrequent use. These patterns were differentially associated with medication (methadone vs. buprenorphine), race, age, drug-use history, drug-related problems prior to the study, stress-coping strategies, specific triggers of use events, and levels of cue exposure, craving, and negative mood. Craving tended to increase before use in all except those who used sporadically. Craving was sharply higher during the 90 min following moderate-to-severe stress in those with frequent use, but only moderately higher in those with infrequent or sporadic use. CONCLUSIONS People who share similar patterns of drug-use during treatment also tend to share similarities with respect to psychological processes that surround instances of use, such as stress-induced craving. Cluster analysis combined with smartphone-based experience sampling provides an effective strategy for studying how drug use is related to personal and environmental factors.
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Affiliation(s)
- Leigh V Panlilio
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
| | - Samuel W Stull
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
- Department of Biobehavioral Health, The Pennsylvania State University, State College, PA, USA
| | - Jeremiah W Bertz
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
| | - Albert J Burgess-Hull
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
| | - Stephanie T Lanza
- Department of Biobehavioral Health, The Pennsylvania State University, State College, PA, USA
| | - Brenda L Curtis
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
| | - Karran A Phillips
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
| | - David H Epstein
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
| | - Kenzie L Preston
- Intramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA
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Fonville L, Paterson L, Herlinger K, Hayes A, Hill R, Nutt D, Lingford-Hughes A. Functional evaluation of NK 1 antagonism on cue reactivity in opiate dependence; An fMRI study. Drug Alcohol Depend 2021; 221:108564. [PMID: 33548897 PMCID: PMC8047866 DOI: 10.1016/j.drugalcdep.2021.108564] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 12/27/2020] [Accepted: 12/28/2020] [Indexed: 10/26/2022]
Abstract
BACKGROUND Opiate addiction is a major health challenge with substantial societal cost. Though harm minimisation strategies have been effective, there is a growing need for new treatments for detoxification and relapse prevention. Preclinical research has found neurokinin 1 (NK1) receptors have prominent effects on opiate reward and reinforcement, and human studies have found NK1 antagonism led to reductions in craving and withdrawal. However, its effect on brain mechanisms in opiate addiction has not yet been examined. METHODS This study aims to assess the impact of NK1 antagonist aprepitant on heroin cue-elicited changes in blood-oxygenation level dependent (BOLD) signal in opiate dependent individuals undergoing detoxification. Participants will attend two scanning sessions and receive a single dose of aprepitant (320 mg) and a placebo in a randomised, cross-over design. During functional magnetic resonance imaging participants will undergo two runs of a cue reactivity task, which consists of passive viewing of drug cues or neutral cues in a block design fashion. We hypothesise that NK1 antagonism will attenuate the BOLD response to drug cues in the caudate nucleus and amygdala. Regions of interest were selected based on NK1 receptor density and their role in cue reactivity and craving.
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Affiliation(s)
- Leon Fonville
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom.
| | - Louise Paterson
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom
| | - Katherine Herlinger
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom
| | - Alexandra Hayes
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom
| | - Raymond Hill
- Department of Metabolism, Digestion and Reproduction, Imperial College London, United Kingdom
| | - David Nutt
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom
| | - Anne Lingford-Hughes
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, United Kingdom
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Nguyen D, Naffziger EE, Berridge KC. Positive Affect: Nature and brain bases of liking and wanting. Curr Opin Behav Sci 2021; 39:72-78. [PMID: 33748351 DOI: 10.1016/j.cobeha.2021.02.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The positive affect of rewards is an important contributor to well-being. Reward involves components of pleasure 'liking', motivation 'wanting', and learning. 'Liking' refers to the hedonic impact of positive events, with underlying mechanisms that include hedonic hotspots in limbic brain structures that amplify 'liking' reactions. 'Wanting' refers to incentive salience, a motivational process that makes reward cues attractive and able to trigger craving for their reward, mediated by larger dopamine-related mesocorticolimbic networks. Under normal conditions, 'liking' and 'wanting' cohere. However, 'liking' and 'wanting' can be dissociated by alterations in neural signaling, either induced in animal neuroscience laboratories or arising spontaneously in addictions and other affective disorders, which can be detrimental to positive well-being.
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Affiliation(s)
- David Nguyen
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, United States
| | - Erin E Naffziger
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, United States
| | - Kent C Berridge
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, United States
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Burgess-Hull A, Epstein DH. Ambulatory Assessment Methods to Examine Momentary State-Based Predictors of Opioid Use Behaviors. CURRENT ADDICTION REPORTS 2021; 8:122-135. [PMID: 33425652 PMCID: PMC7778403 DOI: 10.1007/s40429-020-00351-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/30/2020] [Indexed: 11/24/2022]
Abstract
PURPOSE OF REVIEW Addiction scientists have begun using ambulatory assessment methods-including ecological momentary assessment (EMA), experience sampling, and daily diaries-to collect real-time or near-real-time reports of participants' internal states in their natural environments. The goal of this short review is to synthesize EMA findings from our research group, which has studied several hundred outpatients during treatment for opioid-use disorder (OUD). (We cite pertinent findings from other groups, but have not tried to be comprehensive.) One of our main goals in using EMA is to examine momentary changes in internal states that proximally predict, or concurrently mark, events such as lapses to opioid use. RECENT FINDINGS We summarize findings evaluating several classes of momentary markers or predictors (craving, stress, negative and positive moods, and physical pain/discomfort) of lapses and other states/behaviors. Craving and some negatively valenced mood states are concurrently and prospectively associated with lapses to opioid use during treatment. Craving is also concurrently and prospectively associated with momentary changes in stress and mood. Convincing evidence has not yet emerged for stress as a robust redictor of lapse to opioid use; it appears to be contributory, but neither necessary nor sufficient. SUMMARY Ambulatory assessment can capture changes in internal states and drug-related behaviors in situ and at high temporal resolution. We recommend research strategies that may increase the clinical and prognostic utility of ambulatory assessment, including denser sampling (i.e., more assessments per day) and more attention to heterogeneity across people and across populations.
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Affiliation(s)
- Albert Burgess-Hull
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD USA
| | - David H. Epstein
- Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD USA
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Vulnerability factors for mephedrone-induced conditioned place preference in rats-the impact of sex differences, social-conditioning and stress. Psychopharmacology (Berl) 2021; 238:2947-2961. [PMID: 34268586 PMCID: PMC8455394 DOI: 10.1007/s00213-021-05910-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 06/25/2021] [Indexed: 11/19/2022]
Abstract
RATIONALE Mephedrone is a frequently overused drug of abuse that belongs to the group of novel psychoactive substances. Although its mechanism of action, as well as toxic and psychoactive effects, has been widely studied, the role of different factors that could contribute to the increased vulnerability to mephedrone abuse is still poorly understood. OBJECTIVES The aim of the presented study was to assess the impact of several factors (sex differences, social-conditioning, and chronic mild unpredictable stress - CMUS) on the liability to mephedrone-induced reward in Wistar rats. METHODS The rewarding effects of mephedrone in male and female rats were assessed using the conditioned place preference (CPP) procedure. Furthermore, the impact of social factor and stress was evaluated in male rats using social-CPP and CMUS-dependent CPP, respectively. RESULTS Mephedrone induced classic-CPP in female (10 mg/kg), as well as in male (10 and 20 mg/kg) rats. However, the impact of mephedrone treatment during social-CPP was highly dose-dependent as the rewarding effects of low dose of mephedrone (5 mg/kg; non-active in classic-CPP) were potentiated when administered during social-conditioning. Interestingly, social-conditioning with a higher dose of 20 mg/kg (that induced classic-CPP) was able to reverse these effects. Finally, CMUS potentiated rewarding effects of a low dose of mephedrone (5 mg/kg) and increased the level of corticosterone in rats' prefrontal cortex and hippocampus. CONCLUSIONS Altogether, the presented results give new insight into possible factors underlying the vulnerability to mephedrone abuse and can serve as a basis for further studies assessing mechanisms underlying observed effects.
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Rogers JM, Epstein DH, Phillips K, Strickland JC, Preston KL. Exploring the Relationship Between Substance Use and Allostatic Load in a Treatment/Research Cohort and in a US Probability Sample (NHANES 2009-2016). Front Psychiatry 2021; 12:630195. [PMID: 34408672 PMCID: PMC8367194 DOI: 10.3389/fpsyt.2021.630195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 07/05/2021] [Indexed: 11/30/2022] Open
Abstract
Allostatic load, an operationalization for cumulative strain on physiology from adaptation (allostasis) to stress over a lifetime, can manifest as damage to cardiovascular, neuroendocrine, and metabolic systems. The concept of allostatic load may be particularly useful in research on substance-use disorders (SUDs) because SUD researchers have sought to better understand the relationship between chronic stressors and drug use. Theoretical models hold that SUDs can be conceptualized as a spiral toward a state of persistent allostasis (i.e., allostasis so persistent as to represent homeostasis at a new, unhealthy set point). Regardless of the extent to which those models are accurate, increased allostatic load could be a mechanism by which frequent drug administration increases risk for adverse outcomes. We conducted two secondary analyses to evaluate allostatic load in the context of drug use, including alcohol use, in a locally recruited sample with a high proportion of illicit substance use (N = 752) and in a nationally representative sample from the NHANES 2009-2016. We hypothesized that after controlling for age and other potential confounds, people with longer histories of drug use would have higher allostatic-load scores. Multiple regression was used to predict allostatic load from participants' drug-use histories while controlling for known confounds. In the locally recruited sample, we found that longer lifetime use of cocaine or opioids was related to increased allostatic load. In NHANES 2009-2016, we found few or no such associations. Lengthy histories of problematic non-medical substance use may facilitate more rapid increases in allostatic load than aging alone, and, together with findings from previous investigations, this finding suggests increased risk for chronic disease.
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Affiliation(s)
- Jeffrey M Rogers
- Behavioral Pharmacology and Therapeutics Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, United States
| | - David H Epstein
- Behavioral Pharmacology and Therapeutics Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, United States
| | - Karran Phillips
- Behavioral Pharmacology and Therapeutics Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, United States
| | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kenzie L Preston
- Behavioral Pharmacology and Therapeutics Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, United States
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Doncheck EM, Liddiard GT, Konrath CD, Liu X, Yu L, Urbanik LA, Herbst MR, DeBaker MC, Raddatz N, Van Newenhizen EC, Mathy J, Gilmartin MR, Liu QS, Hillard CJ, Mantsch JR. Sex, stress, and prefrontal cortex: influence of biological sex on stress-promoted cocaine seeking. Neuropsychopharmacology 2020; 45:1974-1985. [PMID: 32303052 PMCID: PMC7547655 DOI: 10.1038/s41386-020-0674-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 04/05/2020] [Accepted: 04/07/2020] [Indexed: 02/07/2023]
Abstract
Clinical reports suggest that females diagnosed with substance use disorder experience enhanced relapse vulnerability compared with males, particularly during stress. We previously demonstrated that a stressor (footshock) can potentiate cocaine seeking in male rats via glucocorticoid-dependent cannabinoid type-1 receptor (CB1R)-mediated actions in the prelimbic prefrontal cortex (PrL-PFC). Here, we investigated the influence of biological sex on stress-potentiated cocaine seeking. Despite comparable self-administration and extinction, females displayed a lower threshold for cocaine-primed reinstatement than males. Unlike males, footshock, tested across a range of intensities, failed to potentiate cocaine-primed reinstatement in females. However, restraint potentiated reinstatement in both sexes. While sex differences in stressor-induced plasma corticosterone (CORT) elevations and defensive behaviors were not observed, differences were evident in footshock-elicited ultrasonic vocalizations. CORT administration, at a dose which recapitulates stressor-induced plasma levels, reproduced stress-potentiated cocaine-primed reinstatement in both sexes. In females, CORT effects varied across the estrous cycle; CORT-potentiated reinstatement was only observed during diestrus and proestrus. As in males, CORT-potentiated cocaine seeking in females was localized to the PrL-PFC and both CORT- and restraint-potentiated cocaine seeking required PrL-PFC CB1R activation. In addition, ex vivo whole-cell electrophysiological recordings from female layer V PrL-PFC pyramidal neurons revealed CB1R-dependent CORT-induced suppression of inhibitory synaptic activity, as previously observed in males. These findings demonstrate that, while stress potentiates cocaine seeking via PrL-PFC CB1R in both sexes, sensitivity to cocaine priming injections is greater in females, CORT-potentiating effects vary with the estrous cycle, and whether reactivity to specific stressors may manifest as drug seeking depends on biological sex.
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Affiliation(s)
- Elizabeth M Doncheck
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Gage T Liddiard
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Chaz D Konrath
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Xiaojie Liu
- Department of Pharmacology and Toxicology and Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Laikang Yu
- Department of Pharmacology and Toxicology and Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Luke A Urbanik
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Matthew R Herbst
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Margot C DeBaker
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Nicholas Raddatz
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | | | - Jacob Mathy
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Marieke R Gilmartin
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA
| | - Qing-Song Liu
- Department of Pharmacology and Toxicology and Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Cecilia J Hillard
- Department of Pharmacology and Toxicology and Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - John R Mantsch
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA.
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Knapp KS, Bunce SC, Brick TR, Deneke E, Cleveland HH. Daily associations among craving, affect, and social interactions in the lives of patients during residential opioid use disorder treatment. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2020; 35:609-620. [PMID: 33090811 DOI: 10.1037/adb0000612] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE This study captured the interrelationships among craving, negative affect, and positive and negative social exchanges in the daily lives of patients in residential treatment for opioid use disorders (OUDs). METHOD Participants were 73 patients (77% male), age 19 to 61 (Mage = 30.10, SDage = 10.13) in residential treatment for OUD. Participants completed a smartphone-based survey 4 times per day for 12 consecutive days that measured positive and negative social exchanges (Test of Negative Social Exchange), negative affect (PA-NA scales), and craving (frequency and intensity). Within-person, day-level associations among daily positive and negative social exchanges, negative affect, and craving were examined using multilevel modeling. RESULTS Daily negative social exchanges (M = 1.44, SD = 2.27) were much less frequent than positive social exchanges (M = 6.59, SD = 4.00) during residential treatment. Whereas negative social exchanges had a direct association with same-day craving (β = 0.08; 95% CI = 0.01, 0.16, ΔR2 = 0.01), positive social exchanges related to craving indirectly via moderation of the within-person negative affect-craving link (β = -0.01; 95% CI = -0.01, -0.001, ΔR2 = 0.002). Positive social exchanges decoupled the same-day linkage between negative affect and craving on days when individuals had at least four more positive social exchanges than usual. CONCLUSIONS These results indicate that both negative affect and negative social exchanges are uniquely related to craving on a daily basis, and that extra positive social interactions can reduce the intraindividual coupling of negative affect and craving during residential treatment for OUD. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Roos CR, Kober H, Trull TJ, MacLean RR, Mun CJ. Intensive longitudinal methods for studying the role of self-regulation strategies in substance use behavior change. CURRENT ADDICTION REPORTS 2020; 7:301-316. [PMID: 33510995 DOI: 10.1007/s40429-020-00329-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Purpose of review Many psychosocial interventions for substance use disorders (SUDs) focus on teaching self-regulation strategies. Research using intensive longitudinal methods (ILM), such as ecological momentary assessment and daily diaries, is critical for elucidating if and how these strategies function as mechanisms of change among individuals with SUDs. We review this emerging area of research. Recent findings We found a small number of studies using ILM to study self-regulation strategies in SUD (n=18 studies), with most conducted among college student drinkers (n=9) and cigarette smokers (n=7), and few among treatment-engaged individuals, and those with other drug use disorders. There is preliminary evidence that the use of specific self-regulation strategies commonly taught in psychosocial interventions for SUDs (i.e., cognitive reappraisal, problem solving, stimulus control, harm reduction) is associated with decreased momentary or daily substance use, at the within-person level. Summary There is a need for further ILM research on self-regulation strategies as mechanisms of substance use behavior change. Such research can inform the development, refinement, and personalization of interventions that teach self-regulation strategies, including mobile interventions that facilitate strategy use in the moment. One key next step is developing psychometrically validated ILM assessments of self-regulation strategy use.
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Affiliation(s)
- Corey R Roos
- Yale University School of Medicine, New Haven CT 06510
| | - Hedy Kober
- Yale University School of Medicine, New Haven CT 06510
| | - Timothy J Trull
- Department of Psychological Sciences, University of Missouri, 65211
| | - R Ross MacLean
- Yale University School of Medicine, New Haven CT 06510.,VA Connecticut Healthcare System, West Haven, CT 06515
| | - Chung Jung Mun
- Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Roos CR, Kiluk BD, McHugh RK, Carroll KM. Evaluating a longitudinal mediation model of perceived stress, depressive symptoms, and substance use treatment outcomes. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2020; 34:660-668. [PMID: 32297754 DOI: 10.1037/adb0000581] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The allostatic model of addiction suggests that negative affect, such as depressive symptoms, mediates the effect of stress on outcomes among individuals with substance use disorders. However, few longitudinal treatment studies have demonstrated this effect. We analyzed data from a 12-week randomized trial of galantamine and/or computerized cognitive-behavioral therapy (CBT4CBT) for individuals (N = 120) with cocaine use disorder in methadone treatment for opioid use disorder. We evaluated baseline perceived stress as a predictor of end-of-treatment (EOT) substance use outcomes, and EOT perceived stress as a predictor of month 6 posttreatment outcomes. We conducted mediation models with intervening depressive symptoms as a mediator. We also explored whether CBT4CBT moderated the effects of perceived stress. Baseline perceived stress did not predict EOT outcomes (i.e., total effect). However, in mediation models, we found indirect effects of baseline perceived stress on EOT cocaine and illicit opioid use, via midtreatment depressive symptoms. EOT perceived stress had significant total effects on month 6 cocaine and illicit opioid use, and an indirect effect on month 6 illicit opioid use (but not cocaine use), via month 3 depressive symptoms. Alternative models with depressive symptoms as the predictor and perceived stress as a mediator revealed no indirect effects. The addition of CBT4CBT to standard methadone treatment did not moderate total or indirect effects of perceived stress on substance use. Depressive symptoms may play a mediating role in the prospective indirect effect of perceived stress on substance use outcomes, particularly illicit opioid use. Further research is needed on therapies targeting stress. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Girardi BA, Fabbrin S, Wendel AL, Mello CF, Rubin MA. Spermidine, a positive modulator of the NMDA receptor, facilitates extinction and prevents the reinstatement of morphine-induced conditioned place preference in mice. Psychopharmacology (Berl) 2020; 237:681-693. [PMID: 31828395 DOI: 10.1007/s00213-019-05403-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Accepted: 11/15/2019] [Indexed: 02/08/2023]
Abstract
RATIONALE Individuals with opioid use disorders often relapse into drug-seeking behavior after recalling memories linked to the drug use experience. Improving extinction efficacy has been used as a strategy to treat substance use disorders and suppress relapse. Although N-methyl-D-aspartate receptor (NMDAr) agonists facilitate acquisition, consolidation, and extinction, no study has addressed whether spermidine (SPD), a natural polyamine ligand of the NMDA receptor, facilitates the extinction and reinstatement of morphine-induced conditioned place preference (CPP). OBJECTIVES AND METHODS The aim of the present study was to investigate the effect of SPD, an NMDAr agonist, on the extinction and reinstatement of morphine-induced CPP in mice. Adult male albino Swiss mice received saline (0.9% NaCl) or morphine (5 mg/kg) intraperitoneally (i.p.) and were respectively confined to a black or a white compartment for 30 min for four consecutive days for CPP induction. SPD (10-30 mg/kg, i.p.) or ifenprodil (NMDAr antagonist, 0.1-1 mg/kg, i.p.) were injected 15 min before extinction training. RESULTS SPD and ifenprodil facilitated the extinction of morphine-induced CPP. SPD treatment during the extinction period impaired reinstatement induced by a priming dose of morphine (1.25 mg/kg). Ifenprodil (0.1 mg/kg) prevented the facilitatory effect of spermidine on the extinction of morphine-induced CPP but did not prevent reinstatement induced by morphine. CONCLUSIONS These results suggest that SPD facilitated the extinction of morphine-induced CPP by modulating the polyamine binding site of the NMDA receptor. Our findings reveal important effects of SPD and ifenprodil on the re-exposure-induced decrease in morphine-induced CPP, which may be promising for developing novel pharmacological strategies to treat opioid use disorder.
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Affiliation(s)
- Bruna A Girardi
- Graduate Program in Biological Sciences: Toxicological Biochemistry, Center of Exact and Natural Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil
| | - Shaiana Fabbrin
- Graduate Program in Biological Sciences: Toxicological Biochemistry, Center of Exact and Natural Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil
| | - Arithane L Wendel
- School of Pharmacy, Center of Health Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil
| | - Carlos F Mello
- Graduate Program in Pharmacology, Center of Health Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil.
| | - Maribel A Rubin
- Graduate Program in Biological Sciences: Toxicological Biochemistry, Center of Exact and Natural Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil. .,Graduate Program in Pharmacology, Center of Health Sciences, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil.
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MacLean RR, Armstrong JL, Sofuoglu M. Stress and opioid use disorder: A systematic review. Addict Behav 2019; 98:106010. [PMID: 31238237 DOI: 10.1016/j.addbeh.2019.05.034] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Revised: 04/26/2019] [Accepted: 05/30/2019] [Indexed: 12/23/2022]
Abstract
Medication assisted treatment (MAT) is highly effective in reducing illicit opioid use and preventing overdose in individuals with opioid use disorder (OUD); however, treatment retention of patients engaged in MAT is a significant clinical concern. The experience of stress may contribute to a decision to drop out of treatment. The current study is a systematic review conducted across multiple databases of empirical studies on primary appraisal of stress and its relationship to opioid craving, opioid use, and OUD treatment outcomes. Primary appraisal of stress is defined as an explicit inquiry into individual perception of feeling stressed using a self-report measure administered in laboratory, clinical, or naturalistic environment. A total of 21 included studies were organized into three categories: observed stress, experimentally-induced stress, and stress-focused interventions. Appraised stress was generally associated with greater craving, but associations with opioid use and treatment retention were mixed. All but one study included MAT samples and every study sample included some form of drug counseling. These findings suggest that individuals experience considerable stress in spite of receiving standard treatment for OUD. Psychopharmacological interventions targeting stress were promising, but no behavioral interventions specific to stress management were found. The preliminary results with clonidine and lofexidine targeting stress in individuals with OUD warrant further studies. To better understand the impact of stress in OUD, future research should consider using repeated assessment of stress in the context of daily life. Utilization of behavioral treatments specifically targeting stress could have benefits in improving OUD outcomes.
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Affiliation(s)
- R Ross MacLean
- VA Connecticut Healthcare System, West Haven, CT, USA; Yale University School of Medicine, New Haven, CT, USA.
| | - Jessica L Armstrong
- VA Connecticut Healthcare System, West Haven, CT, USA; Yale University School of Medicine, New Haven, CT, USA
| | - Mehmet Sofuoglu
- VA Connecticut Healthcare System, West Haven, CT, USA; Yale University School of Medicine, New Haven, CT, USA
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Wemm SE, Larkin C, Hermes G, Tennen H, Sinha R. A day-by-day prospective analysis of stress, craving and risk of next day alcohol intake during alcohol use disorder treatment. Drug Alcohol Depend 2019; 204:107569. [PMID: 31574406 PMCID: PMC6916671 DOI: 10.1016/j.drugalcdep.2019.107569] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 06/27/2019] [Accepted: 07/15/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Stress has been known to increase craving in individuals with Alcohol Use Disorders (AUD) and predict future alcohol relapse risk, but whether stress on a particular day affects craving on that day to impact prospective alcohol intake in the real world, particularly during early treatment and recovery, has not been studied thus far. METHOD The first study included 85 AUD individuals who reported their daily stress, craving, and alcohol intake in the first two weeks of early treatment. A second validation study included 28 AUD patients monitored daily during eight weeks of outpatient 12-Step based behavioral counseling treatment for AUD. Data were collected from telephone-based daily diaries for 903 days in Study 1 and 1488 in Study 2. Multilevel latent models tested if daily and person-averaged craving mediated the link between stressful events and next day drinking during treatment. RESULTS In both Study 1 and 2, exposure to a stressful event on a particular day predicted increased craving on that day (p's≤.002); and such increases in craving predicted the likelihood of drinking the next day (p's≤.014) and the drinking amount (p's< = 008). Individuals who experienced more stressful events reported higher craving (p's≤.012), and higher cravers reported greater next day drinking (p's<.001). CONCLUSIONS The results across two studies with separate samples are the first to establish that craving directly mediates the association between stress and next day alcohol intake in individuals with AUD. Findings suggest a need for novel treatment approaches to address stress-induced craving to improve alcohol use outcomes.
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Affiliation(s)
- Stephanie E Wemm
- Yale Stress Center, Yale School of Medicine, 2 Church St South Suite 209, New Haven, CT, 06379, USA
| | - Chloe Larkin
- Yale Stress Center, Yale School of Medicine, 2 Church St South Suite 209, New Haven, CT, 06379, USA
| | - Gretchen Hermes
- Yale Stress Center, Yale School of Medicine, 2 Church St South Suite 209, New Haven, CT, 06379, USA
| | - Howard Tennen
- Department of Community Medicine, University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, CT, 06032, USA
| | - Rajita Sinha
- Yale Stress Center, Yale School of Medicine, 2 Church St South Suite 209, New Haven, CT, 06379, USA.
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