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Del Palacio-Gonzalez A, Thylstrup B, Rømer Thomsen K. Psychological factors predicting patients' risk of relapse after enrollment in drug use treatment: A systematic review. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 161:209354. [PMID: 38556252 DOI: 10.1016/j.josat.2024.209354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 02/09/2024] [Accepted: 03/21/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND AND AIMS Despite high rates of relapse after treatment for drug use, to our knowledge there is no systematic literature identifying psychological factors that predict risk of relapse to drug use (excluding alcohol or tobacco). Our aim was to identify psychological factors that predict risk of relapse to drug use after enrollment in drug use treatment. The identification of such factors can support treatment planning and relapse prevention. METHODS We searched for peer-reviewed articles published between 2000 and 2023 in PsycINFO, PsycArticles, Web of Science, and PubMed. The inclusion criteria were: peer-reviewed publications, quantitative studies, in English, adult samples, with a prospective design, and analyses of minimum one psychological factor as predictor of relapse to drug use. All authors were involved in abstract and full-text screening, and in assessing risk of bias. The findings are presented in a narrative synthesis and tables are organized by type of drug. RESULTS Of 2226 publications initially identified, 45 were eligible. Twenty-three focused on predicting relapse to stimulants, 15 to opioids, and 7 to unspecified drugs. Substance use at baseline was an important factor predicting risk of relapse to opioids, and possibly stimulants. There was an indication that craving and attention problems potentially predict relapse to use of some drugs. Mental health factors (e.g., psychiatric diagnosis) did not predict relapse. Several psychological factors (e.g., cognition, emotion, personality, motivation) were scarcely examined. Over half of the studies had moderate to high risk of bias. CONCLUSIONS Based on the 45 studies, few psychological factors predicted risk of relapse to drug use. Higher comparability between studies and more rigorous methodology are necessary in order to derive more precise recommendations that inform and improve clinical practice. PRE-REGISTRATION PROSPERO, CRD42020182839.
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Affiliation(s)
- Adriana Del Palacio-Gonzalez
- Centre for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Bartholins Allé 10, Building 1322. Aarhus C, 8000, Denmark.
| | - Birgitte Thylstrup
- Centre for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Bartholins Allé 10, Building 1322. Aarhus C, 8000, Denmark
| | - Kristine Rømer Thomsen
- Centre for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Bartholins Allé 10, Building 1322. Aarhus C, 8000, Denmark
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Vergunst F, Berry HL, Minor K, Chadi N. Climate Change and Substance-Use Behaviors: A Risk-Pathways Framework. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2023; 18:936-954. [PMID: 36441663 PMCID: PMC10336608 DOI: 10.1177/17456916221132739] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Abstract
Climate change is undermining the mental and physical health of global populations, but the question of how it is affecting substance-use behaviors has not been systematically examined. In this narrative synthesis, we find that climate change could increase harmful substance use worldwide through at least five pathways: psychosocial stress arising from the destabilization of social, environmental, economic, and geopolitical support systems; increased rates of mental disorders; increased physical-health burden; incremental harmful changes to established behavior patterns; and worry about the dangers of unchecked climate change. These pathways could operate independently, additively, interactively, and cumulatively to increase substance-use vulnerability. Young people face disproportionate risks because of their high vulnerability to mental-health problems and substance-use disorders and greater number of life years ahead in which to be exposed to current and worsening climate change. We suggest that systems thinking and developmental life-course approaches provide practical frameworks for conceptualizing this relationship. Further conceptual, methodological, and empirical work is urgently needed to evaluate the nature and scope of this burden so that effective adaptive and preventive action can be taken.
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Affiliation(s)
- Francis Vergunst
- Department of Special Needs Education, University of Oslo
- Department of Social and Preventive Medicine, University of Montreal
- Ste-Justine University Hospital Research Center, Montreal, Québec, Canada
| | - Helen L Berry
- Australian Institute of Health Innovation, Macquarie University
| | - Kelton Minor
- Center for Social Data Science, University of Copenhagen
- Data Science Institute, Columbia University
| | - Nicholas Chadi
- Ste-Justine University Hospital Research Center, Montreal, Québec, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal
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Prelimbic Cortex Activity during a Distress Tolerance Task Predicts Cocaine-Seeking Behavior in Male, But Not Female Rats. J Neurosci 2023; 43:647-655. [PMID: 36639895 PMCID: PMC9888504 DOI: 10.1523/jneurosci.1718-22.2022] [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] [Received: 09/09/2022] [Revised: 11/04/2022] [Accepted: 12/01/2022] [Indexed: 12/13/2022] Open
Abstract
Distress tolerance (DT) is defined as the ability to persist in challenging goal-directed behavior in the face of stress, and individuals with low DT exhibit heightened drug-seeking behavior. However, no preclinical studies have examined the neurobiology underlying this phenomenon. To assess this, in vivo electrophysiology was used in Long Evans male and female rats during a DT task to record neural activity in the prelimbic cortex (PrL), a brain region implicated in drug-seeking. Rats were first assessed for DT, defined as the amount of time elapsed before rats quit seeking reward in an increasingly difficult operant task. Subsequently, rats underwent 2 weeks of self-administration for either water/saline or cocaine for 6 h/day. Animals then began a 1 month period of experimenter-imposed abstinence to induce heightened drug-seeking behavior. On day 28 of abstinence, DT and neural activity were reassessed; and on day 30, cocaine-seeking behavior was examined under extinction. Males had significantly higher DT than females and exhibited significantly more phasic PrL activity during the DT task. Furthermore, in male rats with a history of cocaine, PrL activity shifted to track DT; and this change in activity significantly correlated with the change in DT. Additionally, male (but not female) rats with low DT after 28 d of abstinence had significantly heightened drug-seeking behavior. Finally, PrL activity during the DT task predicted cocaine-seeking behavior. Collectively, these data demonstrate an important role for the PrL in DT in males, and link this neural activity and behavior to drug-seeking, particularly in males.SIGNIFICANCE STATEMENT Distress tolerance (DT) is defined as the ability to persist in challenging goal-directed behavior in the face of stress, and individuals with low DT exhibit heightened drug-seeking. Here, we investigated the role of the prelimbic cortex (PrL) in DT and its relationship to cocaine-seeking in male and female rats. We found that males had significantly higher DT than females and exhibited significantly more PrL activity during the DT task. Furthermore, male (but not female) rats with low DT after 28 d of abstinence had significantly heightened drug-seeking behavior. Finally, PrL activity during the DT task predicted cocaine-seeking. These data demonstrate an important role for the PrL in DT and link this neural activity and behavior to drug-seeking in males.
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He H, Zhou S, Peng C, Ran W, Tong S, Hong L, Cai F, Jin W, Jiang Y, Li M, Wang X, Luo M, Wang W, Zhao K. Effects of resilience on impulsivity, cognition and depression during protracted withdrawal among Chinese male methamphetamine users. BMC Psychiatry 2022; 22:414. [PMID: 35729547 PMCID: PMC9215047 DOI: 10.1186/s12888-022-04041-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 06/02/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Methamphetamine (METH) dependence is a complex and dynamic public health problem. Long-term abuse of METH can increase numerous risks of mental and physical problems. Currently, the methods to reduce METH dependence and improve the withdrawal symptoms are limited and ineffective. Resilience is seen as a multidimensional and dynamic capability to recover or bounce back from stressful events and is also generally considered as a protective factor against mental dysfunction. METHODS One hundred thirty-four males with METH dependence were consecutively recruited from Huanglong Compulsory Isolated Detoxification Center between 2019 and 2021, of whom 112 were into the group. The Connor-Davidson Resilience Scale (CD-RISC), Self-rating depression scale (SDS), Self-rating anxiety scale (SAS), Barratt Impulsiveness Scale-11(BIS-11), and the Repeatable Battery for the Assessment of Neuropsychological Status (Rbans) were used to evaluate resilience, depression, anxiety, impulsivity, and cognition respectively. RESULTS The results mainly indicated that high resilience group showed lower SDS, SAS and BIS-11 scores than low resilience group (all p < 0.05). Besides, the total scores of Rbans were higher in high resilience groups than low resilience group (both p < 0.05). Moreover, linear regression results showed that resilience may be influenced by the scores of SDS and SAS. CONCLUSIONS Resilience is negatively correlated with impulsivity and depression. Besides, it is also positively associated with cognitive function. Drug users with higher resilience may have a strong ability to mobilize psychological resources to create a good psychological environment, which may have a positive effect on the relief or improvement of symptoms.
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Affiliation(s)
- He He
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Siyao Zhou
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Chenhui Peng
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Wang Ran
- grid.13402.340000 0004 1759 700XThe Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Siyu Tong
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Lan Hong
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Fangfang Cai
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Wei Jin
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Yile Jiang
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Mengjia Li
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Xuanping Wang
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Mengdan Luo
- grid.268099.c0000 0001 0348 3990School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000 China
| | - Wei Wang
- School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000, China. .,The Affiliated Kangning Hospital of Wenzhou Medical University, Wenzhou, China.
| | - Ke Zhao
- School of Mental Health, Wenzhou Medical University, Chashan Higher Education Park, Ouhai District, Wenzhou, 325000, China. .,The Affiliated Kangning Hospital of Wenzhou Medical University, Wenzhou, China. .,School of Mental Health, Key Laboratory of Alzheimer's Disease of Zhejiang Province, Wenzhou Medical University, Wenzhou, China.
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Emery NN, Walters KJ, Njeim L, Barr M, Gelman D, Eddie D. Emotion differentiation in early recovery from alcohol use disorder: Associations with in-the-moment affect and 3-month drinking outcomes. Alcohol Clin Exp Res 2022; 46:1294-1305. [PMID: 35614525 PMCID: PMC9357131 DOI: 10.1111/acer.14854] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 11/27/2022]
Abstract
Background Early recovery from alcohol use disorder (AUD) is commonly associated with high levels of negative affect, stress, and emotional vulnerability, which confer significant relapse risk. Emotion differentiation—the ability to distinguish between discrete emotions—has been shown to predict relapse after treatment for a drug use disorder, but this relationship has not been explored in individuals recovering from AUD. Methods The current study used thrice daily random and up to thrice daily self‐initiated ecological momentary assessment surveys (N = 42, observations = 915) to examine whether 1) moments of high affective arousal are characterized by momentary differences in emotion differentiation among individuals in the first year of a current AUD recovery attempt, and 2) individuals’ average emotion differentiation would predict subsequent alcohol use measured by the timeline follow‐back over a 3‐month follow‐up period. Results Multilevel models showed that moments (Level 1) of higher‐than‐average negative affect (p < 0.001) and/or stress (p = 0.033) were characterized by less negative emotion differentiation, while moments of higher‐than‐average positive affect were characterized by greater positive emotion differentiation (p < 0.001). At the between‐person level (Level 2), participants with higher stress overall had lower negative emotion differentiation (p = 0.009). Linear regression showed that average negative, but not positive, emotion differentiation was inversely associated with percent drinking days over the subsequent 3‐month follow‐up period (p = 0.042). Neither form of average emotion differentiation was associated with drinking quantity. Conclusions We found that for individuals in early AUD recovery, affective states are associated with acute shifts in the capacity for emotion differentiation. Further, we found that average negative emotion differentiation prospectively predicts subsequent alcohol use.
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Affiliation(s)
- Noah N Emery
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Kyle J Walters
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA.,Department of Psychology, University of South Dakota, Vermillion, South Dakota, USA
| | - Lili Njeim
- School of Public Health, Boston University, Boston, Massachusetts, USA
| | - Maya Barr
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
| | - Daniella Gelman
- Emma Pendleton Bradley Hospital, Alpert Medical School, Brown University, Riverside, Rhode Island, USA
| | - David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Effects of Buprenorphine Dose and Therapeutic Engagement on Illicit Opiate Use in Opioid Use Disorder Treatment Trials. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074106. [PMID: 35409790 PMCID: PMC8998781 DOI: 10.3390/ijerph19074106] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 12/20/2022]
Abstract
The impact of agonist dose and of physician, staff and patient engagement on treatment have not been evaluated together in an analysis of treatment for opioid use disorder. Our hypotheses were that greater agonist dose and therapeutic engagement would be associated with reduced illicit opiate use in a time-dependent manner. Publicly-available treatment data from six buprenorphine efficacy and safety trials from the Federally-supported Clinical Trials Network were used to derive treatment variables. Three novel predictors were constructed to capture the time weighted effects of buprenorphine dosage (mg buprenorphine per day), dosing protocol (whether physician could adjust dose), and clinic visits (whether patient attended clinic). We used time-in-trial as a predictor to account for the therapeutic benefits of treatment persistence. The outcome was illicit opiate use defined by self-report or urinalysis. Trial participants (N = 3022 patients with opioid dependence, mean age 36 years, 33% female, 14% Black, 16% Hispanic) were analyzed using a generalized linear mixed model. Treatment variables dose, Odds Ratio (OR) = 0.63 (95% Confidence Interval (95%CI) 0.59−0.67), dosing protocol, OR = 0.70 (95%CI 0.65−0.76), time-in-trial, OR = 0.75 (95%CI 0.71−0.80) and clinic visits, OR = 0.81 (95%CI 0.76−0.87) were significant (p-values < 0.001) protective factors. Treatment implications support higher doses of buprenorphine and greater engagement of patients with providers and clinic staff.
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Langdon KJ, Jiménez Muñoz P, Block A, Scherzer C, Ramsey S. Feasibility and Acceptability of a Digital Health Intervention to Promote Continued Engagement in Medication for Opioid Use Disorder Following Release From Jail/Prison. Subst Abuse 2022; 16:11782218221127111. [PMID: 36188441 PMCID: PMC9520134 DOI: 10.1177/11782218221127111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 09/01/2022] [Indexed: 11/27/2022]
Abstract
Background: Despite the extensive benefits of implementing Medications for Opioid Use Disorder (MOUD) in jail/prison, criminal justice-involved populations face significant challenges when transitioning back to the community following a period of incarceration. These risk factors are associated with increased drug use and discontinuation of evidence-based care. Novel intervention strategies are needed to support this high-risk period of transition. The primary objective of this protocol was to gather perspectives from the target population to optimize feasibility and acceptability of a combined in-person and text message-delivered intervention designed to support community reentry and continuation of MOUD. Methods: Participants (n = 8), who had prior experience engaging in MOUD while in jail/prison, were recruited from an outpatient primary care clinic in Rhode Island. A semi-structured interview was conducted to assess barriers/facilitators to technology following release, experiences of community reentry and OUD treatment, perceptions of continuum of care, and feasibility/acceptability of the intervention. All interviews were coded independently by 2 research assistants. Results: Participants reacted positively toward an intervention designed to support the transition to community-based care. Most participants denied any apprehension about using this type of platform. Obtaining a cell phone following release was endorsed as generally viable; however, special consideration must be paid to the consistency of cell phone service as well as digital literacy. Participants readily agreed on the utility of structured, daily text messages that provide motivational reminders and distress tolerance skill suggestions as well as the opportunity to access “on-demand” support. Conclusion: Overall, individuals engaged in MOUD while in jail/prison were receptive to a motivational- and distress tolerance-based digital health intervention to support recovery. Incorporating thematic results on suggested structural changes may increase the usability of this intervention to promote continuation of MOUD following release from jail/prison.
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Affiliation(s)
- Kirsten J Langdon
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
- Brown-Lifespan Center for Digital Health, Providence, RI, USA
| | - Paola Jiménez Muñoz
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Brown-Lifespan Center for Digital Health, Providence, RI, USA
| | - Amanda Block
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Brown-Lifespan Center for Digital Health, Providence, RI, USA
| | - Caroline Scherzer
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Susan Ramsey
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
- Division of General Internal Medicine, Department of Medicine, Rhode Island Hospital, Providence, RI, USA
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Pacella-LaBarbara ML, Maltese C, McConaghy M, Porter J, Young ML, Suffoletto B. Distress Tolerance Among Emergency Department Patients in Acute Pain: Associations with Substance Use Treatment. Stress Health 2021; 37:588-595. [PMID: 33369098 PMCID: PMC8713510 DOI: 10.1002/smi.3020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 12/14/2020] [Accepted: 12/17/2020] [Indexed: 11/08/2022]
Abstract
Managing acute pain in individuals with a history of substance use disorders (SUD) is complex. Distress tolerance (DT) (e.g., the ability to handle uncomfortable sensations) may serve as an ideal non-pharmacological intervention target in this population. Among 293 emergency department (ED) patients seeking treatment for pain (Mage = 41; 42% Female; 43% Black), we examined rates of SUD treatment and DT, whether an objective DT task is feasible to conduct in the ED, and relationships between DT and SUD. Patients completed a self-report DT survey, an objective DT task, and brief surveys of pain, drug use, current or past SUD treatment, and depression/anxiety. Average DT was 18.50 (SD = 9.4) out of 50; patients with past or current SUD treatment (n = 43; 14.7%) reported lower DT than patients with no SUD treatment history (n = 250; 85.3%). Controlling for demographics, depression/anxiety, and pain severity, lower subjective DT (adjusted odds ratio [aOR] = 1.05) and objective DT (aOR = 1.02) was associated a current or past history or SUD treatment. Assessing subjective and objective DT in ED patients with acute pain is feasible; interventions aimed at boosting DT may improve outcomes among patients with acute pain and SUD.
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Affiliation(s)
| | - Caroline Maltese
- University of Pittsburgh School of Medicine, Department of Emergency Medicine
| | - Madelyn McConaghy
- University of Pittsburgh School of Medicine, Department of Emergency Medicine
| | - James Porter
- University of Pittsburgh School of Medicine, Department of Emergency Medicine
| | - Michael L. Young
- University of Pittsburgh School of Medicine, Department of Emergency Medicine
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Reese ED, Kane LF, Paquette CE, Frohlich F, Daughters SB. Lost in Translation: the Gap Between Neurobiological Mechanisms and Psychosocial Treatment Research for Substance Use Disorders. CURRENT ADDICTION REPORTS 2021. [DOI: 10.1007/s40429-021-00382-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Anxiety and Opioid Use Disorder: Potential Targets for Treatment and Prevention. CURRENT ADDICTION REPORTS 2021. [DOI: 10.1007/s40429-020-00350-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Macatee RJ, Correa KA, Carrillo VL, Berenz E, Shankman SA. Distress Tolerance as a Familial Vulnerability for Distress-Misery Disorders. Behav Ther 2020; 51:905-916. [PMID: 33051033 PMCID: PMC7573202 DOI: 10.1016/j.beth.2019.12.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 12/16/2019] [Accepted: 12/18/2019] [Indexed: 11/19/2022]
Abstract
Low perceived distress tolerance (DT), a trait-like individual difference factor reflecting one's perceived ability to withstand aversive affective states, has been linked with current internalizing and substance use disorders (SUDs). However, perceived DT has not been systematically evaluated as a familial, transdiagnostic vulnerability factor for internalizing and SUDs. The current study tested whether perceived DT runs in families and whether it is reduced among individuals with versus without remitted internalizing/SUD psychopathology. Perceived DT and internalizing/SUDs were measured in 638 individuals (nested within 256 families). Analyses also adjusted for the effects of neuroticism to test whether DT was a specific vulnerability factor independent of temperamental negative affect. Analyses revealed that perceived DT was lower in individuals with remitted distress (i.e., major depression, generalized anxiety disorder, posttraumatic stress disorder) but not fear disorders (i.e., panic disorder, social anxiety disorder, specific phobia, obsessive-compulsive spectrum disorders) relative to healthy controls, and the effect of distress-misery disorder history remained significant when adjusting for neuroticism. Perceived DT was not significantly different among individuals with versus without a remitted SUD. There were no effects for comorbid SUD and distress-misery disorders. Finally, perceived DT was also significantly correlated within families, suggesting that it runs in families. Overall, results suggest that independent of neuroticism, low perceived DT is a familial vulnerability for distress (but not fear or substance use) disorders.
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Alpha-tACS effect on inhibitory control and feasibility of administration in community outpatient substance use treatment. Drug Alcohol Depend 2020; 213:108132. [PMID: 32593154 PMCID: PMC8815795 DOI: 10.1016/j.drugalcdep.2020.108132] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/26/2020] [Accepted: 06/10/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Deficits in inhibitory control (IC) and distress tolerance (DT) are associated with substance use disorders (SUD) and post-treatment return to substance use. Transcranial alternating current stimulation (tACS) modulates the neural oscillations that are associated with the cognitive and affective mechanisms contributing to IC and DT. The aims of the current study were to examine the feasibility and acceptability of administering tACS in a community-based SUD treatment setting, and to test the effect of alpha-tACS on IC and DT. METHOD A double-blind, randomized, active sham-controlled trial of treatment-seeking adults with a SUD (N = 30, Meanage = 43.2 years, 70.0% male). Participants attended two sessions and completed computerized inhibitory control and distress tolerance tasks while receiving tACS targeting the bilateral dorsolateral prefrontal cortex (DLPFC). Participants received sham-tACS and were then randomized to receive sham-, alpha-, or gamma-tACS within 2-3 days. RESULTS Treatment retention was 87%. Participant self-reported belief of having received tACS and mean side effect intensity ratings did not differ across conditions, with all side effect ratings in the absent to mild range. There was a large (d = 0.83) and significant effect of alpha-tACS on inhibitory control compared to sham-tACS (β = 1.78, SE = 0.65, 95 % CI: 0.41, 3.14, p<0.01). There were no significant effects of condition on distress tolerance. CONCLUSIONS To our knowledge, this is the first study of tACS in adults with a SUD. Our findings provide preliminary evidence for recruitment, retention, and administration feasibility of tACS in a community-based substance use treatment program and a beneficial effect of alpha-tACS on inhibitory control.
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13
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Reese ED, Yi JY, McKay KG, Stein EA, Ross TJ, Daughters SB. Triple Network Resting State Connectivity Predicts Distress Tolerance and Is Associated with Cocaine Use. J Clin Med 2019; 8:jcm8122135. [PMID: 31817047 PMCID: PMC6947426 DOI: 10.3390/jcm8122135] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 11/21/2019] [Accepted: 11/25/2019] [Indexed: 01/28/2023] Open
Abstract
Distress tolerance (DT), a predictor of substance use treatment retention and post-treatment relapse, is associated with task based neural activation in regions located within the salience (SN), default mode (DMN), and executive control networks (ECN). The impact of network connectivity on DT has yet to be investigated. The aim of the present study was to test within and between network resting-state functional connectivity (rsFC) associations with DT, and the impact of cocaine use on this relationship. Twenty-nine adults reporting regular cocaine use (CU) and 28 matched healthy control individuals (HC), underwent resting-state functional magnetic resonance imaging followed by the completion of two counterbalanced, computerized DT tasks. Dual-regression analysis was used to derive within and between network rsFC of the SN, DMN, and lateralized (left and right) ECN. Cox proportional-hazards survival models were used to test the interactive effect of rsFC and group on DT. The association between cocaine use severity, rsFC, and DT was tested within the CU group. Lower LECN and higher DMN-SN rsFC were associated with DT impairment. Greater amount of cocaine use per using day was associated with greater DMN-SN rsFC. The findings emphasize the role of neural resource allocation within the ECN and between DMN-SN on distress tolerance.
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Affiliation(s)
- Elizabeth D. Reese
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27514, USA; (E.D.R.); (J.Y.Y.); (K.G.M.)
| | - Jennifer Y. Yi
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27514, USA; (E.D.R.); (J.Y.Y.); (K.G.M.)
| | - Katlyn G. McKay
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27514, USA; (E.D.R.); (J.Y.Y.); (K.G.M.)
| | - Elliot A. Stein
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA; (E.A.S.); (T.J.R.)
| | - Thomas J. Ross
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA; (E.A.S.); (T.J.R.)
| | - Stacey B. Daughters
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27514, USA; (E.D.R.); (J.Y.Y.); (K.G.M.)
- Correspondence:
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14
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Reese ED, Conway CC, Anand D, Bauer DJ, Daughters SB. Distress tolerance trajectories following substance use treatment. J Consult Clin Psychol 2019; 87:645-656. [PMID: 31008636 DOI: 10.1037/ccp0000403] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
OBJECTIVE Distress tolerance (DT), the ability to withstand aversive internal states, represents an important risk factor for substance use relapse and a potential treatment target. Neurobiological research in substance using populations suggests that continued substance use could erode DT, whereas abstinence could bolster it. The current study characterized trajectories of behavioral and self-reported indices of DT and examined the prospective effect of substance use on DT trajectories among those seeking treatment for substance use. METHOD Individuals (N = 263, Mage = 42.68, SD = 11.8, 70.7% male, 94.7% African American) in residential substance use treatment completed subjective (Distress Tolerance Scale) and behavioral (Mirror Tracing Persistence Task-computerized version) DT measures, as well as report of daily substance use (timeline follow-back) over 5 assessment time-points from pretreatment to 12 months posttreatment. Latent curve modeling estimated DT trajectories and their associations with substance use behavior, including abstinence duration (days until first use) and substance use frequency (percentage of substance use days between assessments). RESULTS Self-reported and behavioral DT indicators both exhibited positive, nonlinear change over time (standardized slope parameter estimates: Distress Tolerance Scale β = 0.61, p < .01; Mirror Tracing Persistence Task β = 0.34, p < .01). Abstinence duration was associated with greater improvement in behavioral (β = .20, p = .03) DT specifically. Frequency of use was statistically significantly associated with attenuated behavioral DT at 6-month (β = -.12, p = .03) and 12-month follow-ups (β = -.08, p = .045). CONCLUSIONS DT appears to improve appreciably posttreatment, and return to substance use may shape the degree of this improvement. Collectively, these findings support the conceptualization of DT as a malleable treatment target and emphasize the benefit of abstinence on improvement in DT. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Elizabeth D Reese
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | | | - Deepika Anand
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | - Daniel J Bauer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | - Stacey B Daughters
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
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15
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Wang L, Xu B, Gu Y, Zhu J, Liang Y. The mediating and moderating effects of resilience on the relationship between perceived stress and depression in heroin addicts. JOURNAL OF COMMUNITY PSYCHOLOGY 2019; 47:495-503. [PMID: 30345512 DOI: 10.1002/jcop.22133] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 07/26/2018] [Accepted: 08/26/2018] [Indexed: 06/08/2023]
Abstract
The purpose of this study was to examine the mediating and moderating roles of resilience on the relationship between perceived stress and depression among heroin addicts. A total of 138 heroin addicts completed the measures of perceived stress, resilience, and depression. Correlation analysis indicated that perceived stress was positively associated with depression. Resilience was negatively correlated with perceived stress and depression. Mediation analysis revealed that resilience partially mediated the relationship between perceived stress and depression. However, resilience did not moderate the influence of perceived stress on depression. These findings might provide a better understanding of the mental health among heroin addicts.
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Affiliation(s)
| | - Banghua Xu
- NanJing Normal University
- Shenzhen Polytechnic
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16
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Macatee RJ, Albanese BJ, Clancy K, Allan NP, Bernat EM, Cougle JR, Schmidt NB. Distress intolerance modulation of neurophysiological markers of cognitive control during a complex go/no-go task. JOURNAL OF ABNORMAL PSYCHOLOGY 2019; 127:12-29. [PMID: 29369665 DOI: 10.1037/abn0000323] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Distress intolerance (DI), a trait-like individual difference reflective of the inability to endure aversive affective states, is relevant to multiple forms of psychopathology, but its relations to theoretically relevant neurobiological systems have received little attention. Altered cognitive control-related neurobiology has been theorized to underlie individual differences in DI, but little empirical work has been conducted. To test this hypothesis, baseline data from a large community sample with elevated high levels of emotional psychopathology and comorbidity was utilized (N = 256). Participants completed a complex go/no-go task while EEG was recorded, and P2, N2, and P3 amplitudes were measured. Based upon prior findings on the relations between these components and response inhibition, a core cognitive control function, we hypothesized that DI would predict reduced no-go N2 and P3 amplitude while controlling for current anxious/depressive symptom severity (i.e., negative affect). Peak amplitudes from the raw data and principal components analysis were used to quantify amplitude of ERP components. Partially consistent with predictions, high DI was independently associated with reduced no-go N2 peak amplitude in the raw ERP data, and was significantly related to a frontal positivity factor in the N2 time window across no-go and go trials. Contrary to predictions, no relations between DI and the P3 were found. Overall, results support the theorized relevance of cognitive control-linked neurobiology to individual differences in tolerance of distress over and above distress severity itself, and suggest specific relations between DI and alterations in early controlled attention/conflict-monitoring but not response inhibition or response inhibition-related sequelae. (PsycINFO Database Record
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Affiliation(s)
| | | | - Kevin Clancy
- Department of Psychology, Florida State University
| | | | - Edward M Bernat
- Department of Psychology, University of Maryland, College Park
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17
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Hogarth L, Hardy L, Bakou A, Mahlberg J, Weidemann G, Cashel S, Moustafa AA. Negative Mood Induction Increases Choice of Heroin Versus Food Pictures in Opiate-Dependent Individuals: Correlation With Self-Medication Coping Motives and Subjective Reactivity. Front Psychiatry 2019; 10:274. [PMID: 31156470 PMCID: PMC6529569 DOI: 10.3389/fpsyt.2019.00274] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 04/10/2019] [Indexed: 01/29/2023] Open
Abstract
Acute growth in negative affect is thought to play a major role in triggering relapse in opiate-dependent individuals. Consistent with this view, three lab studies have demonstrated that negative mood induction increases opiate craving in opiate-dependent individuals. The current study sought to confirm these effects with a behavioral measure of heroin seeking, and test whether the effect is associated with self-reported opiate use to cope with negative affect and subjective reactivity to mood induction. Participants were heroin-dependent individuals engaged with treatment services (n = 47) and control participants (n = 25). Heroin users completed a questionnaire assessing reasons for using heroin: negative affect, social pressure, and cued craving. Baseline heroin choice was measured by preference to enlarge heroin versus food thumbnail pictures in two-alternative forced-choice trials. Negative mood was then induced by depressive statements and music before heroin choice was tested again. Subjective reactivity was indexed by negative and positive mood reported at the pre-induction to post-test timepoints. Heroin users chose heroin images more frequently than controls overall ( p = .001) and showed a negative mood-induced increase in heroin choice compared to control participants (interaction p < .05). Mood-induced heroin choice was associated with self-reported heroin use to cope with negative affect ( p < .05), but not social pressure ( p = .39) or cued craving ( p = .52), and with subjective mood reactivity ( p = .007). These data suggest that acute negative mood is a trigger for heroin seeking in heroin-dependent individuals, and this effect is pronounced in those who report using heroin to cope with negative affect, and those who show greater subjective reactivity to negative triggers. Interventions should seek to target negative coping motives to build resilience to affective triggers for relapse.
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Affiliation(s)
- Lee Hogarth
- School of Psychology, University of Exeter, Exeter, United Kingdom
| | - Lorna Hardy
- School of Psychology, University of Exeter, Exeter, United Kingdom
| | - Alexandra Bakou
- School of Psychology, University of Exeter, Exeter, United Kingdom
| | - Justin Mahlberg
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia
| | - Gabrielle Weidemann
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia.,MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, NSW, Australia
| | - Sharon Cashel
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia
| | - Ahmed A Moustafa
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia.,MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, NSW, Australia
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18
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Addicott MA, Daughters SB, Strauman TJ, Appelbaum LG. Distress tolerance to auditory feedback and functional connectivity with the auditory cortex. Psychiatry Res Neuroimaging 2018; 282:1-10. [PMID: 30384144 PMCID: PMC6289788 DOI: 10.1016/j.pscychresns.2018.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 10/18/2018] [Accepted: 10/19/2018] [Indexed: 01/22/2023]
Abstract
Distress tolerance is the capacity to withstand negative affective states in pursuit of a goal. Low distress tolerance may bias an individual to avoid or escape experiences that induce affective distress, but the neural mechanisms underlying the bottom-up generation of distress and its relationship to behavioral avoidance are poorly understood. During a neuroimaging scan, healthy participants completed a mental arithmetic task with easy and distress phases, which differed in cognitive demands and positive versus negative auditory feedback. Then, participants were given the opportunity to continue playing the distress phase for a financial bonus and were allowed to quit at any time. The persistence duration was the measure of distress tolerance. The easy and distress phases activated auditory cortices and fronto-parietal regions. A task-based functional connectivity analysis using the left secondary auditory cortex (i.e., planum temporale) as the seed region revealed stronger connectivity to fronto-parietal regions and anterior insula during the distress phase. The distress-related connectivity between the seed region and the left anterior insula was negatively correlated with distress tolerance. The results provide initial evidence of the role of the anterior insula as a mediating link between the bottom-up generation of affective distress and top-down behavioral avoidance of distress.
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Affiliation(s)
- Merideth A Addicott
- Department of Psychiatry, University of Arkansas for Medical Science, 4301 W. Markham St., #843, Little Rock, AR 72205, USA.
| | - Stacey B Daughters
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Timothy J Strauman
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
| | - L Gregory Appelbaum
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27710, USA
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19
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Greenwald MK. Anti-stress neuropharmacological mechanisms and targets for addiction treatment: A translational framework. Neurobiol Stress 2018; 9:84-104. [PMID: 30238023 PMCID: PMC6138948 DOI: 10.1016/j.ynstr.2018.08.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 07/30/2018] [Accepted: 08/10/2018] [Indexed: 12/18/2022] Open
Abstract
Stress-related substance use is a major challenge for treating substance use disorders. This selective review focuses on emerging pharmacotherapies with potential for reducing stress-potentiated seeking and consumption of nicotine, alcohol, marijuana, cocaine, and opioids (i.e., key phenotypes for the most commonly abused substances). I evaluate neuropharmacological mechanisms in experimental models of drug-maintenance and relapse, which translate more readily to individuals presenting for treatment (who have initiated and progressed). An affective/motivational systems model (three dimensions: valence, arousal, control) is mapped onto a systems biology of addiction approach for addressing this problem. Based on quality of evidence to date, promising first-tier neurochemical receptor targets include: noradrenergic (α1 and β antagonist, α2 agonist), kappa-opioid antagonist, nociceptin antagonist, orexin-1 antagonist, and endocannabinoid modulation (e.g., cannabidiol, FAAH inhibition); second-tier candidates may include corticotropin releasing factor-1 antagonists, serotonergic agents (e.g., 5-HT reuptake inhibitors, 5-HT3 antagonists), glutamatergic agents (e.g., mGluR2/3 agonist/positive allosteric modulator, mGluR5 antagonist/negative allosteric modulator), GABA-promoters (e.g., pregabalin, tiagabine), vasopressin 1b antagonist, NK-1 antagonist, and PPAR-γ agonist (e.g., pioglitazone). To address affective/motivational mechanisms of stress-related substance use, it may be advisable to combine agents with actions at complementary targets for greater efficacy but systematic studies are lacking except for interactions with the noradrenergic system. I note clinically-relevant factors that could mediate/moderate the efficacy of anti-stress therapeutics and identify research gaps that should be pursued. Finally, progress in developing anti-stress medications will depend on use of reliable CNS biomarkers to validate exposure-response relationships.
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Affiliation(s)
- Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, 48201, USA
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20
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Gender moderates the association between distress tolerance and alcohol use among individuals with opioid use disorder. Drug Alcohol Depend 2018; 190:9-12. [PMID: 29960920 PMCID: PMC6559221 DOI: 10.1016/j.drugalcdep.2018.05.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 04/18/2018] [Accepted: 05/18/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND Alcohol use among individuals with opioid use disorder (OUD) can be dangerous, and understanding factors contributing to alcohol use in this population is important. The current study examined alcohol use among individuals with prescription OUD based on distress tolerance. It was hypothesized that individuals with greater distress tolerance abilities would have a lower frequency and quantity of alcohol use compared to individuals with less distress tolerance. It was also hypothesized that this association would differ based on gender. METHODS A total of 122 individuals with prescription OUD participated in the current study. Participants completed questionnaires regarding demographics, distress tolerance, mental health symptoms, and frequency and quantity of alcohol in the past 30 days. A regression model was conducted using the alcohol-related variables as outcomes. RESULTS There was a significant interaction between gender and distress tolerance on alcohol use frequency. Greater distress tolerance was associated with fewer alcohol use days in women, but there was no association between distress tolerance and alcohol use days in men. CONCLUSIONS The findings suggest that distress tolerance skills may be key to reducing alcohol use in women with prescription OUD.
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Moschak TM, Terry DR, Daughters SB, Carelli RM. Low distress tolerance predicts heightened drug seeking and taking after extended abstinence from cocaine self-administration. Addict Biol 2018; 23:130-141. [PMID: 28074543 DOI: 10.1111/adb.12488] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 11/04/2016] [Accepted: 12/05/2016] [Indexed: 01/30/2023]
Abstract
Distress tolerance (DT), defined as the ability to persist in goal-directed behavior while experiencing psychological distress, is associated with greater frequency of substance use and poor treatment outcomes. To examine a potential causal role substance use may play in DT, we developed a rodent model of DT in which rats had to press a lever within a continuously decreasing time window for reward while receiving negative feedback on failure trials. DT was defined as the time rats continued to seek reward before quitting the task. We assessed the relationship of DT with cocaine seeking/taking by measuring DT before cocaine self-administration (SA), and after 1 week and 1 month of drug abstinence. We found that DT prior to cocaine SA did not predict cocaine seeking/taking, yet DT measured after 1 month abstinence significantly predicted subsequent high levels of early session cocaine taking. Additionally, high DT measured after abstinence protected against high cocaine seeking, but this protective effect was blocked in rats with high impulsivity. Finally, while a decrease in 1 month-abstinent DT was observed following SA across treatment conditions, among cocaine-exposed rats, greater cocaine SA correlated with a steeper decrease in DT. These results show that low DT after drug abstinence is associated with heightened levels of cocaine seeking and taking behavior and that impulsivity influences this effect. Collectively, these results support the validity of our rodent DT model while extending the human literature and set the foundation for future animal studies designed to determine neural mechanisms underlying DT.
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Affiliation(s)
- Travis M. Moschak
- Department of Psychology and Neuroscience; University of North Carolina; Chapel Hill NC USA
| | - Douglas R. Terry
- Department of Psychology and Neuroscience; University of North Carolina; Chapel Hill NC USA
| | - Stacey B. Daughters
- Department of Psychology and Neuroscience; University of North Carolina; Chapel Hill NC USA
| | - Regina M. Carelli
- Department of Psychology and Neuroscience; University of North Carolina; Chapel Hill NC USA
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22
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Anand D, Chen Y, Lindquist KA, Daughters SB. Emotion differentiation predicts likelihood of initial lapse following substance use treatment. Drug Alcohol Depend 2017; 180:439-444. [PMID: 28992486 PMCID: PMC5802350 DOI: 10.1016/j.drugalcdep.2017.09.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Revised: 08/03/2017] [Accepted: 09/07/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND An estimated 40% to 70% of individuals treated for a substance use disorder relapse within one year following treatment (Walitzer and Dearing, 2006). Relapse is often driven by the need to cope with intense negative affect (Koob, 2013). Emotion differentiation, defined as the ability to distinguish among various emotion states, has been linked to better behavioral control in the face of negative affect (Kashdan et al., 2015). The aim of the current study was to determine if higher levels of emotion differentiation are associated with the risk of experiencing an initial lapse following entry into residential substance use treatment. METHODS A total of 213 substance users (69.5% male, 94.4% African American, M age=43.01±11.35years) entering residential treatment were assessed on study variables at pre- and post-treatment, and at 1-, 3-, 6- and 12-month post-treatment. Emotion differentiation was calculated using ratings on five negative affect items derived from the Positive and Negative Affect Schedule (PANAS; Watson et al., 1988) at five assessment points. RESULTS A Cox proportional-hazards regression model adjusting for age and negative affect intensity demonstrates that for every unit increase in emotion differentiation, there is a 27% reduction in the likelihood of initial lapse on any given day (OR=0.73; 95% CIs [0.56, 0.95]). CONCLUSIONS The ability to differentiate among negative emotion states protects against initial lapse following treatment.
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Affiliation(s)
- Deepika Anand
- University of North Carolina at Chapel Hill, Department of Psychology and Neuroscience, Chapel Hill, NC, 27514, USA.
| | - Yun Chen
- University of North Carolina at Chapel Hill, Department of Psychology and Neuroscience, Chapel Hill, NC, 27514, USA.
| | - Kristen A Lindquist
- University of North Carolina at Chapel Hill, Department of Psychology and Neuroscience, Chapel Hill, NC, 27514, USA.
| | - Stacey B Daughters
- University of North Carolina at Chapel Hill, Department of Psychology and Neuroscience, Chapel Hill, NC, 27514, USA.
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23
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Daughters SB, Ross TJ, Bell RP, Yi JY, Ryan J, Stein EA. Distress tolerance among substance users is associated with functional connectivity between prefrontal regions during a distress tolerance task. Addict Biol 2017; 22:1378-1390. [PMID: 27037525 PMCID: PMC5625840 DOI: 10.1111/adb.12396] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 01/19/2016] [Accepted: 02/24/2016] [Indexed: 11/28/2022]
Abstract
Distress tolerance (DT), defined as the ability to persist in goal directed behavior while experiencing affective distress, is implicated in the development and maintenance of substance use disorders. While theory and evidence indicate that cortico-limbic neural dysfunction may account for deficits in goal directed behavior while experiencing distress, the neurobiological mechanisms of DT have yet to be examined. We modified a computerized DT task for use in functional magnetic resonance imaging (fMRI), the Paced Auditory Serial Addition Task (PASAT-M), and examined the neural correlates and functional connectivity of DT among a cohort of substance users (n = 21; regular cocaine and nicotine users) and healthy controls (n = 25). In response to distress during the PASAT-M, we found greater activation in a priori cortico-limbic network ROIs, namely the right insula, anterior cingulate cortex (ACC), bilateral medial frontal gyrus (MFG), right inferior frontal gyrus (IFG) and right ventromedial prefrontal cortex (vmPFC) significantly predicted higher DT among substance users, but not healthy controls. In addition, greater task-specific functional connectivity during distress between the right MFG and bilateral vmPFC/sgACC was associated with higher DT among substance users, but not healthy controls. The observed positive relationship between DT and neural activation in cortico-limbic structures, as well as functional connectivity between the rMFG and vmPFC/sgACC, is in line with theory and research suggesting the importance of these structures for persisting in goal directed behavior while experiencing affective distress.
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Affiliation(s)
- Stacey B. Daughters
- Department of Psychology and Neuroscience, University of North Carolina – Chapel Hill
| | - Thomas J. Ross
- Neuroimaging Research Branch, National Institute on Drug Abuse, NIH
| | - Ryan P. Bell
- Department of Psychology and Neuroscience, University of North Carolina – Chapel Hill
| | - Jennifer Y. Yi
- Department of Psychology and Neuroscience, University of North Carolina – Chapel Hill
| | - Jonathan Ryan
- Department of Psychology and Neuroscience, University of North Carolina – Chapel Hill
| | - Elliot A. Stein
- Neuroimaging Research Branch, National Institute on Drug Abuse, NIH
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24
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Distress Intolerance Moderation of Attention to Emotion: An Eye-Tracking Study. COGNITIVE THERAPY AND RESEARCH 2017. [DOI: 10.1007/s10608-017-9869-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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25
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Stein MD, Herman DS, Moitra E, Hecht J, Lopez R, Anderson BJ, Brown RA. A preliminary randomized controlled trial of a distress tolerance treatment for opioid dependent persons initiating buprenorphine. Drug Alcohol Depend 2015; 147:243-50. [PMID: 25510307 PMCID: PMC4297723 DOI: 10.1016/j.drugalcdep.2014.11.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 11/04/2014] [Accepted: 11/13/2014] [Indexed: 01/04/2023]
Abstract
BACKGROUND Buprenorphine opioid agonist treatment (OAT) has established efficacy for treating opioid dependency but early relapse rates are high and are often associated with withdrawal-related or emotional distress. METHODS To determine whether a novel distress tolerance (DT) intervention during buprenorphine initiation decreases opioid relapse, we conducted a preliminary randomized controlled trial with opioid-dependent outpatients. Participants received buprenorphine-naloxone induction and 3-months of maintenance buprenorphine plus seven, 50-min manualized, individual sessions (DT vs. health education (HE) control) over a 28-day period, linked to clinician medication dosing visits, and beginning 2 days prior to buprenorphine induction. Primary outcomes included use of illicit opioids (positive defined as any self-reported use in the prior 28 days or detected by urine toxicology) and treatment drop out. RESULTS Among 49 participants, the mean age was 41 years, 65.3% were male. Persons randomized to DT had lower rates of opioid use at all three monthly assessments, and at 3-months, 72% of HE participants were opioid positive compared with 62.5% of DT participants. Rates of dropout were 24% and 25% in the HE and DT arms, respectively. CONCLUSIONS This distress tolerance treatment produced a small, but not statistically significant reduction in opioid use during the first three months of treatment although no differences were found in drop-out rates between conditions. If replicated in a larger study, DT could offer clinicians a useful behavioral treatment to complement the effects of buprenorphine.
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Affiliation(s)
- Michael D. Stein
- Alpert Medical School of Brown University, Department of Medicine, Providence, RI
,Butler Hospital, Providence, RI
| | - Debra S. Herman
- Alpert Medical School of Brown University, Department of Medicine, Providence, RI
,Butler Hospital, Providence, RI
| | - Ethan Moitra
- Alpert Medical School of Brown University, Department of Medicine, Providence, RI
,Butler Hospital, Providence, RI
| | | | | | | | - Richard A. Brown
- Alpert Medical School of Brown University, Department of Medicine, Providence, RI
,Butler Hospital, Providence, RI
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Brown RA, Bloom EL, Hecht J, Moitra E, Herman DS, Stein MD. A pilot study of a distress tolerance treatment for opiate-dependent patients initiating buprenorphine: rationale, methodology, and outcomes. Behav Modif 2014; 38:730-59. [PMID: 24973401 PMCID: PMC4876823 DOI: 10.1177/0145445514538279] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Buprenorphine, an opioid that is a long-acting partial opiate agonist, is an efficacious treatment for opiate dependence that is growing in popularity. Nevertheless, evidence suggests that many patients will lapse within the first week of treatment and that lapses are often associated with withdrawal-related or emotional distress. Recent research suggests that individuals' reactions to this distress may represent an important treatment target. In the current study, we describe the development and outcomes from a preliminary pilot evaluation (N = 5) of a novel distress tolerance (DT) treatment for individuals initiating buprenorphine. This treatment incorporates exposure-based and acceptance-based treatment approaches that we have previously applied to the treatment of tobacco dependence. Results from this pilot study establish the feasibility and acceptability of this approach. We are now conducting a randomized controlled trial of this treatment that we hope will yield clinically significant findings and offer clinicians an efficacious behavioral treatment to complement the effects of buprenorphine.
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Affiliation(s)
- Richard A Brown
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
| | - Erika Litvin Bloom
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
| | - Jacki Hecht
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
| | - Ethan Moitra
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
| | - Debra S Herman
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
| | - Michael D Stein
- Alpert Medical School of Brown University/Butler Hospital, Providence, RI, USA
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