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Wheeler AR, Truckenbrod LM, Cooper EM, Betzhold SM, Setlow B, Orsini CA. Effects of fentanyl self-administration on risk-taking behavior in male rats. Psychopharmacology (Berl) 2023; 240:2529-2544. [PMID: 37612455 PMCID: PMC10878692 DOI: 10.1007/s00213-023-06447-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: 05/17/2023] [Accepted: 08/02/2023] [Indexed: 08/25/2023]
Abstract
RATIONALE Individuals with opioid use disorder (OUD) exhibit impaired decision making and elevated risk-taking behavior. In contrast to the effects of natural and semi-synthetic opioids, however, the impact of synthetic opioids on decision making is still unknown. OBJECTIVES The objective of the current study was to determine how chronic exposure to the synthetic opioid fentanyl alters risk-based decision making in adult male rats. METHODS Male rats underwent 14 days of intravenous fentanyl or oral sucrose self-administration. After 3 weeks of abstinence, rats were tested in a decision-making task in which they chose between a small, safe food reward and a large food reward accompanied by variable risk of footshock punishment. Following testing in the decision-making task, rats were tested in control assays that assessed willingness to work for food and shock reactivity. Lastly, rats were tested on a probabilistic reversal learning task to evaluate enduring effects of fentanyl on behavioral flexibility. RESULTS Relative to rats in the sucrose group, rats in the fentanyl group displayed greater choice of the large, risky reward (risk taking), an effect that was present as long as 7 weeks into abstinence. This increased risk taking was driven by enhanced sensitivity to the large rewards and diminished sensitivity to punishment. The fentanyl-induced elevation in risk taking was not accompanied by alterations in food motivation or shock reactivity or impairments in behavioral flexibility. CONCLUSIONS Results from the current study reveal that the synthetic opioid fentanyl leads to long-lasting increases in risk taking in male rats. Future experiments will extend this work to females and identify neural mechanisms that underlie these drug-induced changes in risk taking.
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Affiliation(s)
- Alexa-Rae Wheeler
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA
| | - Leah M Truckenbrod
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA
| | - Emily M Cooper
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Sara M Betzhold
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Barry Setlow
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
- Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
| | - Caitlin A Orsini
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA.
- Department of Psychology, University of Texas at Austin, Austin, TX, USA.
- Department of Neurology, University of Texas at Austin, Austin, TX, USA.
- Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX, USA.
- Department of Psychology & Neurology, Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, 1601B Trinity Street, Austin, TX, 78712, USA.
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Weyandt L, DuPaul GJ, Shepard E, Labban JD, Francis A, Beatty A, Anastopoulos AD. Longitudinal Examination of Sexual Risk Behavior in College Students With and Without Attention-Deficit/Hyperactivity Disorder. ARCHIVES OF SEXUAL BEHAVIOR 2023; 52:3505-3519. [PMID: 37548880 PMCID: PMC10703957 DOI: 10.1007/s10508-023-02660-0] [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: 03/04/2022] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 08/08/2023]
Abstract
The present study sought to identify differences in the rates and predictors of risky sexual behavior among college students with and without attention-deficit hyperactivity disorder (ADHD). Current ADHD diagnosis, medication status among those with ADHD, executive functioning, substance use, comorbid anxiety, comorbid depression, and gender were identified as potential predictors of increased risky sexual behavior. Multiple group latent growth curve modeling was used to estimate trajectories of risky sexual behavior across four years of college among college students with ADHD (nmedicated = 99, nunmedicated = 105) and a comparison group (n = 217) recruited from colleges throughout the eastern United States (M age = 18.23 years, 53% female, 70% White). First-year college students with ADHD reported significantly higher rates of sexual risk behavior than their peers without ADHD, with no significant differences found based on medication status. Students with ADHD who were taking medication for ADHD reported significant decreases in risky sexual behavior over time. Among college students with ADHD, anxiety was related to increased current risky sexual behavior in the medicated group, while depression was predictive of decreased future risky sexual behavior in the unmedicated group. Alcohol and cannabis use were significantly associated with increased mean levels of risky sexual behavior across all three groups, and cannabis use was associated with decreased future risky sexual behavior within the comparison group. Executive functioning deficits and male gender were predictive of risky sexual behavior within the comparison group. The results demonstrate that college students with ADHD, regardless of medication status, are at an increased likelihood of engaging in risky sexual behavior.
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Affiliation(s)
- Lisa Weyandt
- Department of Psychology, Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, RI, 02881, USA
| | | | - Emily Shepard
- Department of Psychology, Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, RI, 02881, USA.
| | - Jeffrey D Labban
- School of Health and Human Sciences, University of North Carolina Greensboro, Greensboro, NC, USA
| | - Alyssa Francis
- Department of Psychology, Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, RI, 02881, USA
| | - Avery Beatty
- Department of Psychology, Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, RI, 02881, USA
| | - Arthur D Anastopoulos
- School of Health and Human Sciences, University of North Carolina Greensboro, Greensboro, NC, USA
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3
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Semple SJ, Pines HA, Pitpitan EV, Harvey-Vera A, Martinez G, Rangel MG, Strathdee SA, Patterson TL. Correlates of impulsivity among female sex workers in Mexico. Health Care Women Int 2023; 44:1119-1135. [PMID: 34427544 PMCID: PMC8866522 DOI: 10.1080/07399332.2021.1958816] [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: 05/11/2020] [Accepted: 07/18/2021] [Indexed: 10/20/2022]
Abstract
Impulsivity is a trait characteristic that is associated with sexual risk behavior. We examined correlates of impulsivity among 602 female sex workers (FSWs) enrolled in a sexual risk reduction intervention in Mexico (2016-2020). Impulsivity was positively associated with condomless sex with clients. Higher levels of impulsivity were associated with greater use of alcohol and heavy drugs, use of illicit drugs with clients, sexual/physical abuse history, and clinical depression. Global public health policy that supports free substance abuse treatment in combination with psychotherapeutic treatments (e.g. regulation management skills) and behavioral-focused therapy may help to reduce HIV/STI incidence in this vulnerable population.
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Affiliation(s)
- Shirley J. Semple
- Department of Psychiatry, University of California San Diego, La Jolla, California USA
| | - Heather A. Pines
- Department of Medicine, University of California San Diego, La Jolla, California USA
| | - Eileen V. Pitpitan
- Department of Medicine, University of California San Diego, La Jolla, California USA
- School of Social Work, San Diego State University, San Diego, California USA
| | - Alicia Harvey-Vera
- Department of Medicine, University of California San Diego, La Jolla, California USA
| | - Gustavo Martinez
- Federación Méxicana de Asociaciones Privadas (FEMAP), Ciudad Juarez, Chihuahua, Mexico
| | - M. Gudelia Rangel
- US-Mexico Border Health Commission, Tijuana, Baja California, Mexico
| | | | - Thomas L. Patterson
- Department of Psychiatry, University of California San Diego, La Jolla, California USA
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4
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Mathieson E, Irving C, Koberna S, Nicholson M, Otto MW, Kantak KM. Role of preexisting inhibitory control deficits vs. drug use history in mediating insensitivity to aversive consequences in a rat model of polysubstance use. Psychopharmacology (Berl) 2022; 239:2377-2394. [PMID: 35391547 PMCID: PMC8989405 DOI: 10.1007/s00213-022-06134-4] [Citation(s) in RCA: 3] [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: 08/16/2021] [Accepted: 03/30/2022] [Indexed: 10/26/2022]
Abstract
RATIONALE The nature and predictors of insensitivity to aversive consequences of heroin + cocaine polysubstance use are not well characterized. OBJECTIVES Translational methods incorporating a tightly controlled animal model of drug self-administration and measures of inhibitory control and avoidance behavior might be helpful for clarifying this issue. METHODS The key approach for distinguishing potential contributions of pre-existing inhibitory control deficits vs. drug use history in meditating insensitivity to aversive consequences was comparison of two rat strains: Wistar (WIS/Crl), an outbred strain, and the spontaneously hypertensive rat (SHR/NCrl), an inbred strain shown previously to exhibit heightened cocaine and heroin self-administration and poor inhibitory control relative to WIS/Crl. RESULTS In separate tasks, SHR/NCrl displayed greater impulsive action and compulsive-like behavior than WIS/Crl prior to drug exposure. Under two different schedules of drug delivery, SHR/NCrl self-administered more cocaine than WIS/Crl, but self-administered a similar amount of heroin + cocaine as WIS/Crl. When half the session cycles were punished by random foot shock, SHR/NCrl initially were less sensitive to punishment than WIS/Crl when self-administering cocaine, but were similarly insensitive to punishment when self-administering heroin + cocaine. Based on correlation analyses, only trait impulsivity predicted avoidance capacity in rats self-administering cocaine and receiving yoked-saline. In contrast, only amount of drug use predicted avoidance capacity in rats self-administering heroin + cocaine. Additionally, baseline drug seeking and taking predicted punishment insensitivity in rats self-administering cocaine or heroin + cocaine. CONCLUSIONS Based on the findings revealed in this animal model, human laboratory research concerning the nature and predictors of insensitivity to aversive consequences in heroin and cocaine polysubstance vs. monosubstance users is warranted.
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Affiliation(s)
- Elon Mathieson
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA
| | - Carolyn Irving
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA
| | - Sarah Koberna
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA
| | - Megan Nicholson
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA
| | - Michael W Otto
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA
| | - Kathleen M Kantak
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA, 02215, USA.
- Center for Systems Neuroscience, Boston University, Boston, MA, USA.
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Folco KL, Fridberg DJ, Arcurio LR, Finn PR, Heiman JR, James TW. Neural mechanisms of sexual decision-making in women with alcohol use disorder. Psychopharmacology (Berl) 2021; 238:1867-1883. [PMID: 33738536 PMCID: PMC8238910 DOI: 10.1007/s00213-021-05815-w] [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: 09/29/2020] [Accepted: 03/01/2021] [Indexed: 10/21/2022]
Abstract
RATIONALE The co-occurrence of alcohol consumption and sexual activity is associated with increased risk for sexual assault, sexually transmitted disease, and unplanned pregnancy among young adult women with alcohol use disorder (AUD). There is considerable previous work demonstrating neural reactivity to alcohol cues in AUD. Because alcohol consumption and sexual behavior are both rewarding and tend to co-occur, sexual cues may produce similar neural reactivity in women with AUD, possibly indicating a shared mechanism underlying reactivity to both types of cues. Alternatively, reactivity to alcohol versus sexual cues may be distinct, suggesting domain-specific mechanisms. OBJECTIVES We investigated whether the decision vulnerabilities in AUD women regarding sexual activity were related to differences in brain activation compared to control women. METHODS Women with (n = 15) and without (n = 16) AUD completed a hypothetical decision-making task during fMRI that presented low- or high-risk scenarios involving visual sexual, appetitive, and neutral cues. RESULTS Results showed that sexual cues were more often endorsed by women with AUD compared to controls and elicited differential brain activation patterns in frontal, visual, and reward regions. During high-risk decisions, women with AUD failed to downregulate activation, causing hyperactivation compared to controls. CONCLUSIONS Visual sexual cues produced reactivity like that previously demonstrated for alcohol cues, suggesting a shared or domain-general mechanism for alcohol and sexual cue reactivity in women with AUD. Riskier sexual decisions in women with AUD may be a consequence of repeatedly pairing alcohol use and sexual activity, a characteristic behavior of this population.
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Affiliation(s)
- Kess L Folco
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10th St, Bloomington, IN, 47405, USA
| | - Daniel J Fridberg
- Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA
| | - Lindsay R Arcurio
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10th St, Bloomington, IN, 47405, USA
| | - Peter R Finn
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10th St, Bloomington, IN, 47405, USA
| | - Julia R Heiman
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10th St, Bloomington, IN, 47405, USA
| | - Thomas W James
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10th St, Bloomington, IN, 47405, USA.
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Rowe K, Duta M, Demeyere N, Wagner RG, Pettifor A, Kahn K, Tollman S, Scerif G, Stein A. The relationship between executive function, risky behaviour and HIV in young women from the HPTN 068 study in rural South Africa. AIDS Care 2021; 33:682-692. [PMID: 33258691 PMCID: PMC8650142 DOI: 10.1080/09540121.2020.1851016] [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: 02/11/2020] [Accepted: 11/10/2020] [Indexed: 10/22/2022]
Abstract
Executive function (EF) may predict sexual risk-taking and HIV risk in young women in rural South Africa. We tested associations between EF and seven risky behavioural outcomes: binge drinking, illicit substance use, unprotected vaginal sex, concurrent sexual relationships, transactional sex, herpes simplex virus type 2 (HSV-2) infection, and HIV infection. We compared EF in young women with HIV to matched controls. 1080 young women underwent cognitive assessments. Better verbal short-term memory was associated with a lower risk of HSV-2 (OR 0.77; 95% CI 0.69, 0.86; p < 0.001). Uncorrected trends (p < 0.05) were better verbal working memory being associated with a lower risk of concurrency, better planning with a lower risk of illicit drug use, and better affective inhibition with a lower risk of transactional sex. 78 participants with sexually acquired HIV were matched with 153 HIV-negative controls and had poorer verbal working memory than controls (Hedge's g = -0.38; 95% CI -0.66, -0.10; p = 0.0076), but this was non-significant after adjustment. EF's contribution to young women's risky behaviour in this context does not hold when stringent statistical corrections are applied, with only verbal short term memory reaching statistical significance as predictor. Replication in other samples is recommended.
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Affiliation(s)
- Kirsten Rowe
- Department of Psychiatry, University of Oxford, Oxford, UK
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Mihaela Duta
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Nele Demeyere
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Ryan G. Wagner
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Audrey Pettifor
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Kathleen Kahn
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Stephen Tollman
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Centre for Global Health Research, Umeå University, Umeå, Sweden
| | - Gaia Scerif
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Alan Stein
- Department of Psychiatry, University of Oxford, Oxford, UK
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
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Psederska E, Yankov GP, Bozgunov K, Popov V, Vasilev G, Vassileva J. Validation of the Levenson Self-Report Psychopathy Scale in Bulgarian Substance-Dependent Individuals. Front Psychol 2020; 11:1110. [PMID: 32581949 PMCID: PMC7296064 DOI: 10.3389/fpsyg.2020.01110] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/30/2020] [Indexed: 11/13/2022] Open
Abstract
The co-occurrence of psychopathy and substance use disorders (SUDs) is associated with higher relapse rates and increased risk of violent offending. Studies on the validity of psychopathy measures in community samples and substance-dependent individuals (SDIs) are scarce. The aim of the current study was to examine the psychometric properties of the Levenson Self-Report Psychopathy Scale (LSRP) in a sample of Bulgarian SDIs and non-dependent controls. We tested 615 participants: 106 heroin users, 91 amphetamine users, 123 polysubstance users, and 295 controls. Confirmatory factor analyses replicated the tri-factor structure of the LSRP (egocentric, antisocial, callous). The scale demonstrated acceptable reliability and validity. SDIs scored significantly higher than controls on the total scale and subscales of the LSRP, indicating good discriminant validity. Overall, results indicate that the LSRP is a valid instrument for measuring psychopathy in Bulgarian community samples.
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Affiliation(s)
- Elena Psederska
- Bulgarian Addictions Institute, Sofia, Bulgaria
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | - Georgi P. Yankov
- Department of Psychology, Bowling Green State University, Bowling Green, OH, United States
| | | | - Vencislav Popov
- Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States
| | | | - Jasmin Vassileva
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, United States
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8
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Long EC, Kaneva R, Vasilev G, Moeller FG, Vassileva J. Neurocognitive and Psychiatric Markers for Addiction: Common vs. Specific Endophenotypes for Heroin and Amphetamine Dependence. Curr Top Med Chem 2020; 20:585-597. [PMID: 32003694 DOI: 10.2174/1568026620666200131124608] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 12/05/2019] [Accepted: 12/12/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND The differential utility of neurocognitive impulsivity and externalizing/ internalizing traits as putative endophenotypes for dependence on heroin vs. amphetamine is unclear. OBJECTIVE This exploratory study aims to determine: (1) whether neurocognitive impulsivity dimensions and externalizing/internalizing traits are correlated between siblings discordant for heroin and amphetamine dependence; and (2) which of these associations are common across substances and which are substance- specific. METHODS Pearson correlations between individuals with 'pure' heroin and amphetamine dependence and their unaffected biological siblings (n = 37 heroin sibling pairs; n = 30 amphetamine sibling pairs) were run on 10 neurocognitive measures, 6 externalizing measures, and 5 internalizing measures. Sibling pair effects were further examined using regression. RESULTS Siblings discordant for heroin dependence were significantly correlated on delay aversion on the Cambridge Gambling Task, risk-taking on the Balloon Analogue Risk Task, sensation seeking, and hopelessness. Siblings discordant for amphetamine dependence were significantly correlated on the quality of decision-making on the Cambridge Gambling Task, discriminability on the Immediate Memory Task, commission errors on the Go/No Go Task, trait impulsivity, ADHD and anxiety sensitivity. CONCLUSION Dimensions of impulsivity and externalizing/internalizing traits appear to aggregate among siblings discordant for substance dependence. Risk-taking propensity, sensation seeking and hopelessness were specific for heroin sibling pairs. Motor/action impulsivity, trait impulsivity, and anxiety sensitivity were specific to amphetamine sibling pairs. Decisional/choice impulsivity was common across both heroin and amphetamine sibling pairs. These findings provide preliminary evidence for the utility of neurocognitive impulsivity and externalizing/ internalizing traits as candidate endophenotypes for substance dependence in general and for substance-specific dependencies.
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Affiliation(s)
- Elizabeth C Long
- Edna Bennett Pierce Prevention Research Center, Pennsylvania State University, University Park, Pennsylvania PA, United States
| | - Radka Kaneva
- Department of Medical Chemistry and Biochemistry, Sofia Medical University, Sofia, Bulgaria
| | | | - F Gerard Moeller
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States.,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, United States
| | - Jasmin Vassileva
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States.,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, United States
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9
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A computational model of the Cambridge gambling task with applications to substance use disorders. Drug Alcohol Depend 2020; 206:107711. [PMID: 31735532 PMCID: PMC6980771 DOI: 10.1016/j.drugalcdep.2019.107711] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 10/07/2019] [Accepted: 10/08/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Impulsivity is central to all forms of externalizing psychopathology, including problematic substance use. The Cambridge Gambling task (CGT) is a popular neurocognitive task used to assess impulsivity in both clinical and healthy populations. However, the traditional methods of analysis in the CGT do not fully capture the multiple cognitive mechanisms that give rise to impulsive behavior, which can lead to underpowered and difficult-to-interpret behavioral measures. OBJECTIVES The current study presents the cognitive modeling approach as an alternative to traditional methods and assesses predictive and convergent validity across and between approaches. METHODS We used hierarchical Bayesian modeling to fit a series of cognitive models to data from healthy controls (N = 124) and individuals with histories of substance use disorders (Heroin: N = 79; Amphetamine: N = 76; Polysubstance: N = 103; final total across groups N = 382). Using Bayesian model comparison, we identified the best fitting model, which was then used to identify differences in cognitive model parameters between groups. RESULTS The cognitive modeling approach revealed differences in quality of decision making and impulsivity between controls and individuals with substance use disorders that traditional methods alone did not detect. Crucially, convergent validity between traditional measures and cognitive model parameters was strong across all groups. CONCLUSION The cognitive modeling approach is a viable method of measuring the latent mechanisms that give rise to choice behavior in the CGT, which allows for stronger statistical inferences and a better understanding of impulsive and risk-seeking behavior.
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10
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Psederska E, Savov S, Atanassov N, Vassileva J. Relationships Between Alexithymia and Psychopathy in Heroin Dependent Individuals. Front Psychol 2019; 10:2269. [PMID: 31649591 PMCID: PMC6794427 DOI: 10.3389/fpsyg.2019.02269] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 09/23/2019] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Psychopathy and substance use disorders are highly co-morbid and their co-occurrence is associated with higher severity of addictive behavior and increased risk of violent offending. Both substance use disorders and psychopathy are related to prominent impairments in emotion processing, which are also central features of alexithymia. The nature of the relationship between psychopathy and alexithymia is not well-understood and has been particularly understudied among substance dependent individuals. AIM Our goal was to evaluate the levels of psychopathy and alexithymia in a relatively homogeneous sample of heroin dependent individuals (HDIs) and healthy controls and to examine group differences in the pattern of associations between these constructs. METHODS We examined 62 participants (31 heroin dependent individuals and 31 healthy controls) with the Psychopathy Checklist: Screening version (PCL:SV, Hart et al., 1995) and the Toronto Alexithymia Scale-20 (TAS-20, Bagby et al., 1994). RESULTS Heroin dependent individuals were characterized by higher levels of both psychopathy and alexithymia as compared to the control group. In addition, HDIs with higher levels of psychopathy reported more difficulties in identifying and verbalizing emotional states. In the heroin group, alexithymia was more strongly associated with the impulsive/antisocial characteristics (impulsivity, irresponsibility, antisocial behavior) than with the interpersonal/affective features of psychopathy (grandiosity, manipulativeness, lack of empathy, and remorse). CONCLUSION Our findings suggest that alexithymia may be one potential mechanism linking psychopathy with opioid use disorders. The development of interventions targeting alexithymia could have significant applications in relapse prevention programs and psychotherapy of substance use disorders with concurrent psychopathy.
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Affiliation(s)
- Elena Psederska
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
- Bulgarian Addictions Institute, Sofia, Bulgaria
| | - Svetoslav Savov
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | - Nikola Atanassov
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | - Jasmin Vassileva
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, United States
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States
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11
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Hung CC, Zhang S, Chen CM, Duann JR, Lin CP, Lee TSH, Li CSR. Striatal functional connectivity in chronic ketamine users: a pilot study. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 46:31-43. [DOI: 10.1080/00952990.2019.1624764] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Chia-Chun Hung
- Bali Psychiatric Center, Ministry of Health and Welfare, Taoyuan, Taiwan
- Institute of Brain Science, National Yang Ming University, Taipei, Taiwan
| | - Sheng Zhang
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Chun-Ming Chen
- Department of Radiology, China Medical University Hospital, Taichung, Taiwan
| | - Jeng-Ren Duann
- Department of Radiology, China Medical University Hospital, Taichung, Taiwan
- Institute of Cognitive Neuroscience, National Central University, Taoyuan, Taiwan
- Institute for Neural Computation, University of California San Diego, La Jolla, CA, USA
| | - Ching-Po Lin
- Institute of Brain Science, National Yang Ming University, Taipei, Taiwan
| | - Tony Szu-Hsien Lee
- Department of Health Promotion and Health Education, National Taiwan Normal University, Taipei, Taiwan
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12
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Vassileva J, Conrod PJ. Impulsivities and addictions: a multidimensional integrative framework informing assessment and interventions for substance use disorders. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180137. [PMID: 30966920 PMCID: PMC6335463 DOI: 10.1098/rstb.2018.0137] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2018] [Indexed: 12/18/2022] Open
Abstract
Impulse control is becoming a critical survival skill for the twenty-first century. Impulsivity is implicated in virtually all externalizing behaviours and disorders, and figures prominently in the aetiology and long-term sequelae of substance use disorders (SUDs). Despite its robust clinical and predictive validity, the study of impulsivity is complicated by its multidimensional nature, characterized by a variety of trait-like personality dimensions, as well as by more state-dependent neurocognitive dimensions, with variable convergence across measures. This review provides a hierarchical framework for linking self-report and neurocognitive measures to latent constructs of impulsivity and, in turn, to different psychopathology vulnerabilities, including substance-specific addictions and comorbidities. Impulsivity dimensions are presented as novel behavioural targets for prevention and intervention. Novel treatment approaches addressing domains of impulsivity are reviewed and recommendations for future directions in research and clinical interventions for SUDs are offered. This article is part of the theme issue 'Risk taking and impulsive behaviour: fundamental discoveries, theoretical perspectives and clinical implications'.
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Affiliation(s)
- Jasmin Vassileva
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, USA
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Patricia J. Conrod
- Department of Psychiatry, University of Montreal, Montreal, Canada
- Centre de Recherche, CHU Ste Justine, Montreal, Canada
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Arends RM, Nelwan EJ, Soediro R, van Crevel R, Alisjahbana B, Pohan HT, von Borries AKL, Schene AH, van der Ven AJAM, Schellekens AFA. Associations between impulsivity, risk behavior and HIV, HBV, HCV and syphilis seroprevalence among female prisoners in Indonesia: A cross-sectional study. PLoS One 2019; 14:e0207970. [PMID: 30768609 PMCID: PMC6377190 DOI: 10.1371/journal.pone.0207970] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 01/31/2019] [Indexed: 12/15/2022] Open
Abstract
HIV, hepatitis B and C, and syphilis share common transmission routes of which primarily unsafe sexual contact and injecting drug use are important. Impulsivity is a major factor contributing to this transmission risk behavior; however comprehensive studies within female, prison, and Asian populations are scarce. This cross-sectional study aims to delineate the contributions of different aspects of impulsivity to risk behavior, among female inmates living in a prison in Jakarta (N = 214). The relationships between various aspects of impulsivity, risk behaviors and seropositivity were tested using analyses of variance and logistic regression analyses. Motor impulsivity was related to alcohol use, reward-related impulsivity to drug use, and cognitive/goal-directed impulsivity to sexual risk behavior. Finally, goal-directed impulsivity was also directly associated with seropositivity. Specific aspects of impulsivity are associated with different types of risk behavior in Indonesian female prisoners, which can be relevant for future studies on infection prevention strategies for such a population.
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Affiliation(s)
- Rachel M. Arends
- Department of Psychiatry, Division of Research, Radboud University Medical Center, Nijmegen, The Netherlands
- * E-mail:
| | - Erni J. Nelwan
- Department of Internal Medicine, Division of Tropical and Infectious Diseases, University of Indonesia, Depok, Java, Indonesia
| | | | - Reinout van Crevel
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bachti Alisjahbana
- Department of Internal Medicine, Division of Tropical and Infectious Diseases, University of Padjadjaran, Bandung, Java, Indonesia
| | - Herdiman T. Pohan
- Department of Internal Medicine, Division of Tropical and Infectious Diseases, University of Indonesia, Depok, Java, Indonesia
| | | | - Aart H. Schene
- Department of Psychiatry, Division of Research, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud University, Donders Institute for Brain, Cognition and Behavior, Nijmegen, The Netherlands
| | | | - Arnt F. A. Schellekens
- Department of Psychiatry, Division of Research, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboud University, Donders Institute for Brain, Cognition and Behavior, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist-Practitioners in Addiction, Nijmegen, The Netherlands
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Lemley SM, Jarmolowicz DP, Parkhurst D, Celio MA. The Effects of Condom Availability on College Women's Sexual Discounting. ARCHIVES OF SEXUAL BEHAVIOR 2018; 47:551-563. [PMID: 28913688 DOI: 10.1007/s10508-017-1040-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 06/28/2017] [Accepted: 07/10/2017] [Indexed: 06/07/2023]
Abstract
College students commonly engage in risky sexual behaviors, such as casual sexual encounters and inconsistent condom use. Discounting paradigms that examine how individuals devalue rewards due to their delay or uncertainty have been used to improve our understanding of behavioral problems, including sexual risk. The current study assessed relations between college women's sexual partners discounting and risky sexual behavior. In this study, college women (N = 42) completed two sexual partners delay discounting tasks that assessed how choices among hypothetical sexual partners changed across a parametric range of delays in two conditions: condom availability and condom unavailability. Participants also completed two sexual partners probability discounting tasks that assessed partner choices across a parametric range of probabilities in condom availability and unavailability conditions. Additionally, participants reported risky sexual behavior on the Sexual Risk Survey (SRS). Participants discounted delayed partners more steeply in the condom availability condition, but those differences were significant only for those women with three or fewer lifetime sexual partners. There were no consistent differences in discounting rate across condom availability conditions for probability discounting. Sexual partners discounting measures correlated with risky sexual behaviors as measured by the SRS, but a greater number of significant relations were observed with the condoms-unavailable delay discounting task. These findings suggest the importance of examining the interaction of inconsistent condom use and multiple partners in examinations of sexual decision-making.
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Affiliation(s)
- Shea M Lemley
- Department of Applied Behavioral Science, University of Kansas, 4041 Dole Developmental Center, 1000 Sunnyside Ave., Lawrence, KS, 66045, USA.
| | - David P Jarmolowicz
- Department of Applied Behavioral Science and Problem Gambling Research and Education Support System, University of Kansas, 1000 Sunnyside Ave., Lawrence, KS, 66045, USA
| | - Daniel Parkhurst
- Department of Applied Behavioral Science, University of Kansas, 4050 Dole Developmental Center, 1000 Sunnyside Ave., Lawrence, KS, 66045, USA
| | - Mark A Celio
- Department of Behavioral and Social Sciences, Brown University, Box G-121-5, 121 S. Main Street, Providence, RI, 02915, USA
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Biernacki K, Terrett G, McLennan SN, Labuschagne I, Morton P, Rendell PG. Decision-making, somatic markers and emotion processing in opiate users. Psychopharmacology (Berl) 2018; 235:223-232. [PMID: 29063138 DOI: 10.1007/s00213-017-4760-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 10/11/2017] [Indexed: 02/06/2023]
Abstract
RATIONALE Opiate use is associated with deficits in decision-making. A possible explanation for these deficits is provided by the somatic marker hypothesis, which suggests that substance users may experience abnormal emotional responses during decision-making involving reward and punishment. This in turn may interfere with the brief physiological arousal, i.e. somatic markers that normally occur in anticipation of risky decisions. To date, the applicability of the somatic marker hypothesis to explain decision-making deficits has not been investigated in opiate users. OBJECTIVES This study assessed whether decision-making deficits in opiate users were related to abnormal emotional responses and reduced somatic markers. METHODS Opiate users enrolled in an opiate substitute treatment program (n = 28) and healthy controls (n = 32) completed the Iowa Gambling Task (IGT) while their skin conductance responses (SCRs) were recorded. Participants' emotional responses to emotion-eliciting videos were also recorded using SCRs and subjective ratings. RESULTS Opiate users displayed poorer decision-making on the IGT than did controls. However, there were no differences between the groups in SCRs; both groups displayed stronger SCRs following punishment than following reward, and both groups displayed stronger anticipatory SCRs prior to disadvantageous decisions than advantageous decisions. There were no group differences in objective or subjective measures of emotional responses to the videos. CONCLUSIONS The results suggest that deficits in emotional responsiveness are not apparent in opiate users who are receiving pharmacological treatment. Thus, the somatic marker hypothesis does not provide a good explanation for the decision-making deficits in this group.
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Affiliation(s)
- Kathryn Biernacki
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia.
| | - Gill Terrett
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Skye N McLennan
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Izelle Labuschagne
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Phoebe Morton
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Peter G Rendell
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
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Morgan-Siebe JP. A social work plan to promote HIV testing: A social marketing approach. SOCIAL WORK IN HEALTH CARE 2017; 56:141-154. [PMID: 28051925 DOI: 10.1080/00981389.2016.1265626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Many people living with human immunodeficiency virus (HIV) do not know that they are infected. It is important for infected persons to get tested for HIV in order to be diagnosed and medically treated. HIV has no known cure, but it can be controlled and sometimes prevented with proper medical care. The social work profession has ideal positioning to be extraordinarily helpful in work that promotes HIV testing, leading to reducing then eliminating new HIV diagnoses. Social marketing interventions, along with audience segmenting are explained. Specific attention is given to two separate subjects-minority health disparities and impulsive and/or sensation seeking sex practices-to showcase the versatility of social marketing in the promotion of HIV testing. Further ideas about how social workers can participate in these interprofessional social marketing campaigns are provided.
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Affiliation(s)
- J P Morgan-Siebe
- a Institute for Sustainable Health & Optimal Aging, Kent School of Social Work , University of Louisville , Louisville , Kentucky , USA
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Keyser-Marcus L, Vassileva J, Stewart K, Johns S. Impulsivity and cue reactivity in smokers with comorbid depression and anxiety: Possible implications for smoking cessation treatment strategies. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2017; 43:432-441. [DOI: 10.1080/00952990.2017.1287190] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Lori Keyser-Marcus
- Institute for Drug and Alcohol Studies, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Jasmin Vassileva
- Institute for Drug and Alcohol Studies, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Karen Stewart
- Department of Psychiatry and Behavior Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sade Johns
- Institute for Drug and Alcohol Studies, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
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18
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Biernacki K, McLennan SN, Terrett G, Labuschagne I, Rendell PG. Decision-making ability in current and past users of opiates: A meta-analysis. Neurosci Biobehav Rev 2016; 71:342-351. [DOI: 10.1016/j.neubiorev.2016.09.011] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 08/04/2016] [Accepted: 09/15/2016] [Indexed: 02/06/2023]
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