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Parisi A, Zgierska AE, Burzinski CA, Lennon RP, Jamison RN, Nakamura Y, Barrett B, Edwards RR, Garland EL. To be aware, or to accept, that is the question: Differential roles of awareness of automaticity and pain acceptance in opioid misuse. Drug Alcohol Depend 2023; 247:109890. [PMID: 37167796 PMCID: PMC10714486 DOI: 10.1016/j.drugalcdep.2023.109890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/08/2023] [Accepted: 04/17/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Individuals with chronic low back pain (CLBP) are commonly prescribed long-term opioid therapy (LTOT) for analgesia, placing this population at increased risk for opioid misuse and opioid use disorder. Acceptance of aversive experiences (e.g., chronic pain) and awareness of automatic thoughts and behaviors (i.e., automaticity) are two facets of dispositional mindfulness that may serve as protective mechanisms against opioid misuse risk. Therefore, the aim of the current study was to examine the differential contributions of these constructs to opioid misuse risk among adults with CLBP receiving LTOT. METHODS Data were obtained from a sample of 770 adults with opioid-treated CLBP. Bivariate correlations and hierarchical linear regression analyses were used to determine whether chronic pain acceptance and awareness of automatic thoughts and behaviors explained a statistically significant portion of variance in opioid misuse risk after accounting for the effects of other relevant confounders. RESULTS Hierarchical regression results revealed that chronic pain acceptance and awareness of automatic thoughts and behaviors contributed a significant portion in the variance of opioid misuse risk. Awareness of automatic thoughts and behaviors was negatively associated with opioid misuse risk, such that individuals with lower levels of awareness of automaticity were at higher risk of opioid misuse. By contrast, pain acceptance was not associated with opioid misuse. CONCLUSIONS Findings suggest that awareness of automaticity may buffer against opioid misuse risk. Interventions designed to strengthen awareness of automaticity (e.g., mindfulness-based interventions) might be especially efficacious among this population.
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Affiliation(s)
- Anna Parisi
- University of Utah, Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, 395 1500 E, Salt Lake City, UT84112, United States
| | - Aleksandra E Zgierska
- Pennsylvania State University College of Medicine Department of Family and Community Medicine, 90 Hope Drive, Hershey, PA17033, United States
| | - Cindy A Burzinski
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Court, Madison, WI53715, United States
| | - Robert P Lennon
- Pennsylvania State University College of Medicine Department of Family and Community Medicine, 90 Hope Drive, Hershey, PA17033, United States
| | - Robert N Jamison
- Harvard Medical School, Brigham and Women's Hospital, Departments of Anesthesiology, Perioperative and Pain Medicine and Psychiatry, 850 Boylston Street, Chestnut Hill, MA02467, United States
| | - Yoshio Nakamura
- University of Utah School of Medicine, Department of Anesthesiology, Division of Pain Medicine, Pain Research Center, 615 Arapeen Drive, Suite 200, Salt Lake City, UT84108, United States
| | - Bruce Barrett
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Court, Madison, WI53715, United States
| | - Robert R Edwards
- Harvard Medical School, Brigham and Women's Hospital, Departments of Anesthesiology, Perioperative and Pain Medicine and Psychiatry, 850 Boylston Street, Chestnut Hill, MA02467, United States
| | - Eric L Garland
- University of Utah, Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, 395 1500 E, Salt Lake City, UT84112, United States.
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3D-QSAR, ADME-Tox In Silico Prediction and Molecular Docking Studies for Modeling the Analgesic Activity against Neuropathic Pain of Novel NR2B-Selective NMDA Receptor Antagonists. Processes (Basel) 2022. [DOI: 10.3390/pr10081462] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
A new class of selective antagonists of the N-Methyl-D-Aspartate (NMDA) receptor subunit 2B have been developed using molecular modeling techniques. The three-dimensional quantitative structure–activity relationship (3D-QSAR) study, based on comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) models, indicate that steric, electrostatic and hydrogen bond acceptor fields have a key function in the analgesic activity against neuropathic pain. The predictive accuracy of the developed CoMFA model (Q2 = 0.540, R2 = 0.980, R2 pred = 0.613) and the best CoMSIA model (Q2 = 0.665, R2 = 0.916, R2 pred = 0.701) has been successfully examined through external and internal validation. Based on ADMET in silico properties, L1, L2 and L3 ligands are non-toxic inhibitors of 1A2, 2C19 and 2C9 cytochromes, predicted to passively cross the blood–brain barrier (BBB) and have the highest probability to penetrate the central nervous system (CNS). Molecular docking results indicate that the active ligands (L1, L2 and L3) interact specifically with Phe176, Glu235, Glu236, Gln110, Asp136 and Glu178 amino acids of the transport protein encoded as 3QEL. Therefore, they could be used as analgesic drugs for the treatment of neuropathic pain.
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Rogers AH, Zvolensky MJ, Ditre JW, Buckner JD, Asmundson GJG. Association of opioid misuse with anxiety and depression: A systematic review of the literature. Clin Psychol Rev 2021; 84:101978. [PMID: 33515811 DOI: 10.1016/j.cpr.2021.101978] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 11/19/2020] [Accepted: 11/29/2020] [Indexed: 12/14/2022]
Abstract
The opioid epidemic is a public health problem associated with a host of negative outcomes. Although clinicians recognize covariation between opioid misuse with anxiety and depressive symptoms and disorders, research on this topic has only recently accumulated. Progress in this domain is impeded by the lack of systematic and integrative research to better understand and treat these co-occurring problems. This paper represents the first attempt to systematically review the empirical literature examining relations between opioid use and misuse, and anxiety and depression. In the first section, we define key terms and describe the article selection strategy. In the second section, we review the prevalence of anxiety and depressive symptoms among individuals who use and misuse prescription and illicit opioids. In the third section, we review the magnitude of associations between anxiety and depressive symptoms and disorders with opioid misuse, as well as highlight studies examining the longitudinal and temporal sequence of the relations between these variables. In the fourth section, we focus on experimental therapeutics, reviewing what is known about individual difference and transdiagnostic vulnerability factors for anxiety and depression that might contribute to opioid misuse and its symptoms. Finally, we discuss current knowledge gaps and present a heuristic model to guide future research.
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Affiliation(s)
- Andrew H Rogers
- Department of Psychology, University of Houston, Houston, TX, United States
| | - Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, TX, United States; Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States; HEALTH Institute, University of Houston, Houston, TX, United States.
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, United States
| | - Julia D Buckner
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
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