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Arruda T, Sinko L, Regier P, Tufanoglu A, Curtin A, Teitelman A, Ayaz H, Cronholm P, Childress AR. Exploring Social Impairment in Those with Opioid Use Disorder: Linking Impulsivity, Childhood Trauma, and the Prefrontal Cortex. RESEARCH SQUARE 2024:rs.3.rs-4202009. [PMID: 38659778 PMCID: PMC11042419 DOI: 10.21203/rs.3.rs-4202009/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Background Challenges with social functioning, which is a hallmark of opioid use disorder (OUD), are a drawback in treatment adherence and maintenance. Yet, little research has explored the underlying mechanisms of this impairment. Impulsivity, a known risk factor for OUD, and corresponding neural alterations may be at the center of this issue. Childhood adversity, which has been linked to both impulsivity and poorer treatment outcomes, could also affect this relationship. This study aims to understand the relationship between impulsivity and social functioning in those recovering from OUD. Differences in the prefrontal cortex will be analyzed, as well as potential moderating effects of childhood trauma. Methods Participants with (N = 16) and without (N = 19) social impairment completed a survey (e.g., social functioning, Barrat's Impulsivity Scale, Adverse Childhood Experiences (ACEs) and cognitive tasks while undergoing neuroimaging. Functional near infrared spectroscopy (fNIRS), a modern, portable, wearable and low-cost neuroimaging technology, was used to measure prefrontal cortex activity during a behavioral inhibition task (Go/No-Go task). Results Those who social functioning survey scores indicated social impairment (n = 16) scored significantly higher on impulsivity scale (t(33)= -3.4, p < 0.01) and reported more depressive symptoms (t(33) = -2.8, p < 0.01) than those reporting no social impairment (n = 19). Social functioning was negatively correlated with impulsivity (r=-0.7, p < 0.001), such that increased impulsivity corresponded to decreased social functioning. Childhood trauma emerged as a moderator of this relationship, but only when controlling for the effects of depression, B=-0.11, p = 0.023. Although both groups had comparable Go/No-Go task performance, the socially impaired group displayed greater activation in the dorsolateral (F(1,100.8) = 7.89, p < 0.01), ventrolateral (F(1,88.8) = 7.33, p < 0.01), and ventromedial (F(1,95.6) = 7.56, p < 0.01) prefrontal cortex during impulse control. Conclusion In addition to being more impulsive, individuals with social impairment exhibited differential activation in the prefrontal cortex when controlling responses. Furthermore, the impact of impulsivity on social functioning varies depending on ACEs demonstrating that it must be considered in treatment approaches. These findings have implications for addressing social needs and impulsivity of those in recovery, highlighting the importance of a more personalized, integrative, and trauma-informed approach to intervention.
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Bird BM, Levitt EE, Stewart SH, Wanklyn SG, Meyer EC, Murphy JG, McDevitt-Murphy ME, MacKillop J. Posttraumatic stress and delay discounting: a meta-analytic review. Psychol Med 2024; 54:437-446. [PMID: 37947238 DOI: 10.1017/s0033291723003069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Delay discounting-the extent to which individuals show a preference for smaller immediate rewards over larger delayed rewards-has been proposed as a transdiagnostic neurocognitive process across mental health conditions, but its examination in relation to posttraumatic stress disorder (PTSD) is comparatively recent. To assess the aggregated evidence for elevated delay discounting in relation to posttraumatic stress, we conducted a meta-analysis on existing empirical literature. Bibliographic searches identified 209 candidate articles, of which 13 articles with 14 independent effect sizes were eligible for meta-analysis, reflecting a combined sample size of N = 6897. Individual study designs included case-control (e.g. examination of differences in delay discounting between individuals with and without PTSD) and continuous association studies (e.g. relationship between posttraumatic stress symptom severity and delay discounting). In a combined analysis of all studies, the overall relationship was a small but statistically significant positive association between posttraumatic stress and delay discounting (r = .135, p < .0001). The same relationship was statistically significant for continuous association studies (r = .092, p = .027) and case-control designs (r = .179, p < .001). Evidence of publication bias was minimal. The included studies were limited in that many did not concurrently incorporate other psychiatric conditions in the analyses, leaving the specificity of the relationship to posttraumatic stress less clear. Nonetheless, these findings are broadly consistent with previous meta-analyses of delayed reward discounting in relation to other mental health conditions and provide further evidence for the transdiagnostic utility of this construct.
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Affiliation(s)
- Brian M Bird
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton and McMaster University, Hamilton, ON, Canada
- Department of Psychiatry & Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Emily E Levitt
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton and McMaster University, Hamilton, ON, Canada
- Department of Psychology, Neuroscience, & Behaviour, McMaster University, Hamilton, ON, Canada
| | - Sherry H Stewart
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
- Department of Psychology and Neuroscience, Dalhousie University, Halifax, NS, Canada
| | - Sonya G Wanklyn
- MacDonald Franklin OSI Research Centre, Lawson Health Research Institute, London, ON, Canada
| | - Eric C Meyer
- Department of Counseling and Behavioral Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - James G Murphy
- Department of Psychology, University of Memphis, Memphis, TN, USA
| | | | - James MacKillop
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton and McMaster University, Hamilton, ON, Canada
- Department of Psychiatry & Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
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Esteve R, Barrado-Moreno V, Ramírez-Maestre C, Serrano-Ibáñez ER, de la Vega R, Ruiz-Párraga GT, Sainero-Tirado G, Fernández Baena M, Jensen M, López-Martínez AE. Psychological profiles and prescription opioid misuse, craving, and withdrawal in people with chronic pain. Eur J Pain 2024. [PMID: 38189159 DOI: 10.1002/ejp.2233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 12/12/2023] [Accepted: 12/12/2023] [Indexed: 01/09/2024]
Abstract
BACKGROUND The negative consequences of prescription opioid misuse and opioid use disorder make it relevant to identify factors associated with this problem in individuals with chronic pain. This cross-sectional study aimed at identifying subgroups of people with chronic pain based on their psychological profiles, prescription opioid misuse, craving, and withdrawal. METHODS The sample comprised 185 individuals with chronic pain. We performed hierarchical cluster analysis on impulsivity, anxiety sensitivity, pain acceptance, pain intensity, opioid misuse, craving, and withdrawal. RESULTS The four-cluster solution was the optimal one. Misuse, craving, and anxiety sensitivity were higher among people in the Severe-problems cluster than among people in the other three clusters. Withdrawal was the highest in the High-withdrawal cluster. Impulsivity was higher among people in the Severe-problems and High-withdrawal clusters than those in the Moderate-problems and Mild-problems clusters. Pain acceptance was higher among people in the Mild-problems cluster than among people in the other three clusters. Anxiety sensitivity and misuse were higher among people in the Moderate-problems cluster than among people in the Mild-problems cluster. CONCLUSIONS These results support that impulsivity, anxiety sensitivity, and pain acceptance are useful constructs to identify subgroups of people with chronic pain according to their level of prescription opioid misuse, craving, and withdrawal. The results of this study may help in selecting the early intervention most suitable for each of the identified profiles. SIGNIFICANCE The psychological profile of individuals with chronic pain, prescription opioid misuse, craving, and withdrawal is characterized by fearing anxiety-related symptoms due to the catastrophic interpretation of such symptoms and reacting impulsively to negative moods. In contrast, participants with high pain acceptance had less prescription opioid misuse, craving, and withdrawal. The profiles identified in this study could help clinicians select targets for intervention among profiles with similar needs and facilitate early interventions to prevent opioid misuse onset or aggravation.
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Affiliation(s)
- R Esteve
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - V Barrado-Moreno
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - C Ramírez-Maestre
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - E R Serrano-Ibáñez
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - R de la Vega
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - G T Ruiz-Párraga
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | - G Sainero-Tirado
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
| | | | - M Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - A E López-Martínez
- Facultad de Psicología y Logopedia, Universidad de Málaga, Andalucía Tech, Málaga, Spain
- Instituto de Investigaciones Biomédicas de Málaga (IBIMA), Málaga, Spain
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Bhuptani PH, Orchowski LM, Forkus SR, Newberger NG, Weiss NH. The impact of exposure to physical and sexual violence on opioid consequences among trauma-exposed individuals recruited from the community who use opioids. Harm Reduct J 2023; 20:167. [PMID: 37950215 PMCID: PMC10638719 DOI: 10.1186/s12954-023-00901-y] [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: 03/08/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023] Open
Abstract
Interpersonal violence and opioid use disorder are significant and intersecting public health concerns in the USA. The current study evaluated the consequences associated with opioid use (e.g., physical, social, interpersonal, intrapersonal, and impulse control) as a function of a history of exposure to interpersonal trauma, specifically physical and sexual violence. Participants were 84 trauma-exposed individuals recruited from the community who use opioids (M age = 43.5 50% men; 55% white). Whereas no significant differences emerged in the consequences of opioid use based on a history of physical violence, individuals with a history of sexual violence demonstrated higher levels of impulsive consequences of opioid use compared to individuals without a history of sexual violence. These data highlight the importance of considering the role of exposure to sexual violence in the context of opioid use disorder treatment.
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Affiliation(s)
- Prachi H Bhuptani
- Department of Adult Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Brown University Medical School, Providence, RI, USA
| | - Lindsay M Orchowski
- Department of Adult Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Brown University Medical School, Providence, RI, USA
| | - Shannon R Forkus
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA
- Medical University of South Carolina, Charleston, SC, USA
| | - Noam G Newberger
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA
| | - Nicole H Weiss
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA.
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Salinsky LM, Merritt CR, Zamora JC, Giacomini JL, Anastasio NC, Cunningham KA. μ-opioid receptor agonists and psychedelics: pharmacological opportunities and challenges. Front Pharmacol 2023; 14:1239159. [PMID: 37886127 PMCID: PMC10598667 DOI: 10.3389/fphar.2023.1239159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 09/28/2023] [Indexed: 10/28/2023] Open
Abstract
Opioid misuse and opioid-involved overdose deaths are a massive public health problem involving the intertwined misuse of prescription opioids for pain management with the emergence of extremely potent fentanyl derivatives, sold as standalone products or adulterants in counterfeit prescription opioids or heroin. The incidence of repeated opioid overdose events indicates a problematic use pattern consistent with the development of the medical condition of opioid use disorder (OUD). Prescription and illicit opioids reduce pain perception by activating µ-opioid receptors (MOR) localized to the central nervous system (CNS). Dysregulation of meso-corticolimbic circuitry that subserves reward and adaptive behaviors is fundamentally involved in the progressive behavioral changes that promote and are consequent to OUD. Although opioid-induced analgesia and the rewarding effects of abused opioids are primarily mediated through MOR activation, serotonin (5-HT) is an important contributor to the pharmacology of opioid abused drugs (including heroin and prescription opioids) and OUD. There is a recent resurgence of interest into psychedelic compounds that act primarily through the 5-HT2A receptor (5-HT 2A R) as a new frontier in combatting such diseases (e.g., depression, anxiety, and substance use disorders). Emerging data suggest that the MOR and 5-HT2AR crosstalk at the cellular level and within key nodes of OUD circuitry, highlighting a major opportunity for novel pharmacological intervention for OUD. There is an important gap in the preclinical profiling of psychedelic 5-HT2AR agonists in OUD models. Further, as these molecules carry risks, additional analyses of the profiles of non-hallucinogenic 5-HT2AR agonists and/or 5-HT2AR positive allosteric modulators may provide a new pathway for 5-HT2AR therapeutics. In this review, we discuss the opportunities and challenges associated with utilizing 5-HT2AR agonists as therapeutics for OUD.
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Affiliation(s)
| | | | | | | | - Noelle C. Anastasio
- Center for Addiction Sciences and Therapeutics and Department of Pharmacology and Toxicology, John Sealy School of Medicine, University of Texas Medical Branch, Galveston, TX, United States
| | - Kathryn A. Cunningham
- Center for Addiction Sciences and Therapeutics and Department of Pharmacology and Toxicology, John Sealy School of Medicine, University of Texas Medical Branch, Galveston, TX, United States
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Prestia AS. PTSD & The COVID-19 Continuum. ACTA ACUST UNITED AC 2021; 20:197-200. [PMID: 34776796 PMCID: PMC8570982 DOI: 10.1016/j.mnl.2021.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/01/2021] [Accepted: 11/01/2021] [Indexed: 11/30/2022]
Abstract
The COVID-19 pandemic continues to cause chaos and confusion in health care, the outcome of which manifests itself as erratic and often incomprehensible behaviors of staff. These behaviors are symptoms of post-traumatic stress disorder (PTSD). This article explores the association of the COVID pandemic and the emergence of PTSD symptoms. A theoretical framework is presented to assist the nurse leader in gaining perspective, and suggests treatment modalities to assist at times when behaviors present in the workplace.
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Affiliation(s)
- Angela S Prestia
- Adjunct Faculty: Florida Atlantic University Christine E. Lynn School of Nursing 777 Glades Road Boca Raton, Florida 33431 Home Address: 12 Country Club Circle Tequesta, Florida 33469 Cell phone: 561-339-0356
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Todesco S, Chao T, Schmid L, Thiessen KA, Schütz CG. Changes in Loss Sensitivity During Treatment in Concurrent Disorders Inpatients: A Computational Model Approach to Assessing Risky Decision-Making. Front Psychiatry 2021; 12:794014. [PMID: 35153861 PMCID: PMC8831914 DOI: 10.3389/fpsyt.2021.794014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/29/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Recent studies have employed computational modeling to characterize deficits in aspects of decision-making not otherwise detected using traditional behavioral task outcomes. While prospect utility-based modeling has shown to differentiate decision-making patterns between users of different drugs, its relevance in the context of treatment has yet to be examined. This study investigated model-based decision-making as it relates to treatment outcome in inpatients with co-occurring mental health and substance use disorders. METHODS 50 patients (Mage = 38.5, SD = 11.4; 16F) completed the Cambridge Gambling Task (CGT) within 2 weeks of admission (baseline) and 6 months into treatment (follow-up), and 50 controls (Mage = 31.9, SD = 10.0; 25F) completed CGT under a single outpatient session. We evaluated 4 traditional CGT outputs and 5 decisional processes derived from the Cumulative Model. Psychiatric diagnoses and discharge data were retrieved from patient health records. RESULTS Groups were similar in age, sex, and premorbid IQ. Differences in years of education were included as covariates across all group comparisons. All patients had ≥1 mental health diagnosis, with 80% having >1 substance use disorder. On the CGT, patients showed greater Deliberation Time and Delay Aversion than controls. Estimated model parameters revealed higher Delayed Reward Discounting, and lower Probability Distortion and Loss Sensitivity in patients relative to controls. From baseline to follow-up, patients (n = 24) showed a decrease in model-derived Loss Sensitivity and Color Choice Bias. Lastly, poorer Quality of Decision-Making and Choice Consistency, and greater Color Choice Bias independently predicted higher likelihood of treatment dropout, while none were significant in relation to treatment length of stay. CONCLUSION This is the first study to assess a computational model of decision-making in the context of treatment for concurrent disorders. Patients were more impulsive and slower to deliberate choice than controls. While both traditional and computational outcomes predicted treatment adherence in patients, findings suggest computational methods are able to capture treatment-sensitive aspects of decision-making not accessible via traditional methods. Further research is needed to confirm findings as well as investigate the relationship between model-based decision-making and post-treatment outcomes.
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Affiliation(s)
- Stefanie Todesco
- Department of Psychiatry, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Thomas Chao
- Department of Psychiatry, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Laura Schmid
- Department of Psychiatry, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Karina A Thiessen
- Department of Psychiatry, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Christian G Schütz
- Department of Psychiatry, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada.,BC Mental Health and Substance Use Services Research Institute, Provincial Health Services Authority (PHSA), Vancouver, BC, Canada
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