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Gerring ZF, Thorp JG, Treur JL, Verweij KJH, Derks EM. The genetic landscape of substance use disorders. Mol Psychiatry 2024:10.1038/s41380-024-02547-z. [PMID: 38811691 DOI: 10.1038/s41380-024-02547-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 03/21/2024] [Accepted: 03/28/2024] [Indexed: 05/31/2024]
Abstract
Substance use disorders represent a significant public health concern with considerable socioeconomic implications worldwide. Twin and family-based studies have long established a heritable component underlying these disorders. In recent years, genome-wide association studies of large, broadly phenotyped samples have identified regions of the genome that harbour genetic risk variants associated with substance use disorders. These regions have enabled the discovery of putative causal genes and improved our understanding of genetic relationships among substance use disorders and other traits. Furthermore, the integration of these data with clinical information has yielded promising insights into how individuals respond to medications, allowing for the development of personalized treatment approaches based on an individual's genetic profile. This review article provides an overview of recent advances in the genetics of substance use disorders and demonstrates how genetic data may be used to reduce the burden of disease and improve public health outcomes.
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Affiliation(s)
- Zachary F Gerring
- Translational Neurogenomics Laboratory, Mental Health and Neuroscience, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Jackson G Thorp
- Translational Neurogenomics Laboratory, Mental Health and Neuroscience, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Jorien L Treur
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, the Netherlands
| | - Karin J H Verweij
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, the Netherlands
| | - Eske M Derks
- Translational Neurogenomics Laboratory, Mental Health and Neuroscience, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
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2
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He YX, Liu MN, Wang YY, Wu H, Wei M, Xue JY, Zou Y, Zhou X, Chen H, Li Z. Hovenia dulcis: a Chinese medicine that plays an essential role in alcohol-associated liver disease. Front Pharmacol 2024; 15:1337633. [PMID: 38650630 PMCID: PMC11033337 DOI: 10.3389/fphar.2024.1337633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 03/18/2024] [Indexed: 04/25/2024] Open
Abstract
Globally, alcohol-associated liver disease (ALD) has become an increased burden for society. Disulfirams, Benzodiazepines (BZDs), and corticosteroids are commonly used to treat ALD. However, the occurrence of side effects such as hepatotoxicity and dependence, impedes the achievement of desirable and optimal therapeutic efficacy. Therefore, there is an urgent need for more effective and safer treatments. Hovenia dulcis is an herbal medicine promoting alcohol removal clearance, lipid-lowering, anti-inflammatory, and hepatoprotective properties. Hovenia dulcis has a variety of chemical components such as dihydromyricetin, quercetin and beta-sitosterol, which can affect ALD through multiple pathways, including ethanol metabolism, immune response, hepatic fibrosis, oxidative stress, autophagy, lipid metabolism, and intestinal barrier, suggesting its promising role in the treatment of ALD. Thus, this work aims to comprehensively review the chemical composition of Hovenia dulcis and the molecular mechanisms involved in the process of ALD treatment.
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Affiliation(s)
- Yi-Xiang He
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Meng-Nan Liu
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Yang-Yang Wang
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Hao Wu
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Mei Wei
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Jin-Yi Xue
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Yuan Zou
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Xin Zhou
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
- Department of Spleen and Stomach Diseases, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Hui Chen
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
- Department of Spleen and Stomach Diseases, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Zhi Li
- The Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Digestive System Diseases of Luzhou City, Affiliated Traditional Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
- College of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, China
- Department of Spleen and Stomach Diseases, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
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3
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Lohoff FW. Targeting Unmet Clinical Needs in the Treatment of Alcohol Use Disorder. Front Psychiatry 2022; 13:767506. [PMID: 35757224 PMCID: PMC9218222 DOI: 10.3389/fpsyt.2022.767506] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 04/29/2022] [Indexed: 11/13/2022] Open
Abstract
Alcohol Use Disorder (AUD) is a chronic psychiatric disorder marked by impaired control over drinking behavior that poses a significant challenge to the individual, their community, the healthcare system and economy. While the negative consequences of chronic excessive alcohol consumption are well-documented, effective treatment for AUD and alcohol-associated diseases remains challenging. Cognitive and behavioral treatment, with or without pharmaceutical interventions, remain the most commonly used methods; however, their efficacy is limited. The development of new treatment protocols for AUD is challenged by difficulty in accurately measuring patterns of alcohol consumption in AUD patients, a lack of a clear understanding of the neuropsychological basis of the disorder, the high likelihood of AUD patients relapsing after receiving treatment, and the numerous end-organ comorbidities associated with excessive alcohol use. Identification and prediction of patients who may respond well to a certain treatment mechanism as well as clinical measurement of a patient's alcohol exposure are bottlenecks in AUD research which should be further addressed. In addition, greater focus must be placed on the development of novel strategies of drug design aimed at targeting the integrated neural pathways implicated in AUD pathogenesis, so that next-generation AUD treatment protocols can address the broad and systemic effects of AUD and its comorbid conditions.
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Affiliation(s)
- Falk W. Lohoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, NIH, Bethesda, MD, United States
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4
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Biernacka JM, Coombes BJ, Batzler A, Ho AMC, Geske JR, Frank J, Hodgkinson C, Skime M, Colby C, Zillich L, Pozsonyiova S, Ho MF, Kiefer F, Rietschel M, Weinshilboum R, O’Malley SS, Mann K, Anton R, Goldman D, Karpyak VM. Genetic contributions to alcohol use disorder treatment outcomes: a genome-wide pharmacogenomics study. Neuropsychopharmacology 2021; 46:2132-2139. [PMID: 34302059 PMCID: PMC8505452 DOI: 10.1038/s41386-021-01097-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 06/23/2021] [Accepted: 07/08/2021] [Indexed: 01/09/2023]
Abstract
Naltrexone can aid in reducing alcohol consumption, while acamprosate supports abstinence; however, not all patients with alcohol use disorder (AUD) benefit from these treatments. Here we present the first genome-wide association study of AUD treatment outcomes based on data from the COMBINE and PREDICT studies of acamprosate and naltrexone, and the Mayo Clinic CITA study of acamprosate. Primary analyses focused on treatment outcomes regardless of pharmacological intervention and were followed by drug-stratified analyses to identify treatment-specific pharmacogenomic predictors of acamprosate and naltrexone response. Treatment outcomes were defined as: (1) time until relapse to any drinking (TR) and (2) time until relapse to heavy drinking (THR; ≥ 5 drinks for men, ≥4 drinks for women in a day), during the first 3 months of treatment. Analyses were performed within each dataset, followed by meta-analysis across the studies (N = 1083 European ancestry participants). Single nucleotide polymorphisms (SNPs) in the BRE gene were associated with THR (min p = 1.6E-8) in the entire sample, while two intergenic SNPs were associated with medication-specific outcomes (naltrexone THR: rs12749274, p = 3.9E-8; acamprosate TR: rs77583603, p = 3.1E-9). The top association signal for TR (p = 7.7E-8) and second strongest signal in the THR (p = 6.1E-8) analysis of naltrexone-treated patients maps to PTPRD, a gene previously implicated in addiction phenotypes in human and animal studies. Leave-one-out polygenic risk score analyses showed significant associations with TR (p = 3.7E-4) and THR (p = 2.6E-4). This study provides the first evidence of a polygenic effect on AUD treatment response, and identifies genetic variants associated with potentially medication-specific effects on AUD treatment response.
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Affiliation(s)
- Joanna M. Biernacka
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA ,grid.66875.3a0000 0004 0459 167XDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN USA
| | - Brandon J. Coombes
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA
| | - Anthony Batzler
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA
| | - Ada Man-Choi Ho
- grid.66875.3a0000 0004 0459 167XDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN USA
| | - Jennifer R. Geske
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA
| | - Josef Frank
- grid.7700.00000 0001 2190 4373Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Colin Hodgkinson
- grid.420085.b0000 0004 0481 4802National Institute on Alcohol Abuse and Alcoholism, Rockville, MD USA
| | - Michelle Skime
- grid.66875.3a0000 0004 0459 167XDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN USA
| | - Colin Colby
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA
| | - Lea Zillich
- grid.7700.00000 0001 2190 4373Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sofia Pozsonyiova
- grid.66875.3a0000 0004 0459 167XDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN USA
| | - Ming-Fen Ho
- grid.66875.3a0000 0004 0459 167XDepartment of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN USA
| | - Falk Kiefer
- grid.7700.00000 0001 2190 4373Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Marcella Rietschel
- grid.7700.00000 0001 2190 4373Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Richard Weinshilboum
- grid.66875.3a0000 0004 0459 167XDepartment of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN USA
| | | | - Karl Mann
- grid.7700.00000 0001 2190 4373Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Ray Anton
- grid.259828.c0000 0001 2189 3475Medical University of South Carolina, Charleston, SC USA
| | - David Goldman
- grid.420085.b0000 0004 0481 4802National Institute on Alcohol Abuse and Alcoholism, Rockville, MD USA
| | - Victor M. Karpyak
- grid.66875.3a0000 0004 0459 167XDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN USA
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5
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Abstract
Substance use disorders (SUDs) are prevalent and result in an array of negative consequences. They are influenced by genetic factors (h2 = ~50%). Recent years have brought substantial progress in our understanding of the genetic etiology of SUDs and related traits. The present review covers the current state of the field for SUD genetics, including the epidemiology and genetic epidemiology of SUDs, findings from the first-generation of SUD genome-wide association studies (GWAS), cautions about translating GWAS findings to clinical settings, and suggested prioritizations for the next wave of SUD genetics efforts. Recent advances in SUD genetics have been facilitated by the assembly of large GWAS samples, and the development of state-of-the-art methods modeling the aggregate effect of genome-wide variation. These advances have confirmed that SUDs are highly polygenic with many variants across the genome conferring risk, the vast majority of which are of small effect. Downstream analyses have enabled finer resolution of the genetic architecture of SUDs and revealed insights into their genetic relationship with other psychiatric disorders. Recent efforts have also prioritized a closer examination of GWAS findings that have suggested non-uniform genetic influences across measures of substance use (e.g. consumption) and problematic use (e.g. SUD). Additional highlights from recent SUD GWAS include the robust confirmation of loci in alcohol metabolizing genes (e.g. ADH1B and ALDH2) affecting alcohol-related traits, and loci within the CHRNA5-CHRNA3-CHRNB4 gene cluster influencing nicotine-related traits. Similar successes are expected for cannabis, opioid, and cocaine use disorders as sample sizes approach those assembled for alcohol and nicotine.
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Affiliation(s)
- Joseph D. Deak
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Veterans Affairs Connecticut Healthcare Center, West Haven, CT, USA
| | - Emma C. Johnson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
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Kranzler HR, Hartwell EE, Feinn R, Pond T, Witkiewitz K, Gelernter J, Crist RC. Combined analysis of the moderating effect of a GRIK1 polymorphism on the effects of topiramate for treating alcohol use disorder. Drug Alcohol Depend 2021; 225:108762. [PMID: 34049101 PMCID: PMC8282735 DOI: 10.1016/j.drugalcdep.2021.108762] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/26/2021] [Accepted: 03/28/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND In an initial study, we reported that topiramate reduced heavy drinking among individuals who sought to reduce their drinking and that the effect was moderated by a single nucleotide polymorphism (SNP; rs2832407) in GRIK1, which encodes the kainate GluK1 receptor subunit (Kranzler et al., 2014). In a subsequent study that prospectively randomized patients to medication group based on their rs2832407 genotype, we replicated the main effect of topiramate but not the moderating effect of the SNP (Kranzler et al., 2021). Given the similar design of the two studies, here we combined the findings to provide greater statistical power to test the pharmacogenetic effect. MATERIAL AND METHODS This secondary analysis of two 12-week, randomized controlled trials of topiramate included a total of 292 European-ancestry individuals (67.1 % male; topiramate: 48.3 %, placebo: 51.7 %) with problematic alcohol use. Using MANOVA, we examined changes in self-reported alcohol consumption, problems resulting from alcohol use, and quality of life, and the biomarker γ-glutamyltransferase. To test the pharmacogenetic hypothesis, all patients were genotyped for rs2832407. RESULTS There was a significant overall effect of topiramate on the alcohol-related outcomes (partial η2 = 0.134, p < 0.001), with follow-up analyses showing significant reductions in percent heavy drinking days (Cohen's d = 0.49), percent days abstinent (d = 0.23), drinks/day (d = 0.29) and alcohol-related problems (d = 0.45). Overall, the moderating effect of the SNP was non-significant (partial η² = 0.026, p = 0.37). CONCLUSIONS Although topiramate is an efficacious medication for reducing drinking and alcohol-related problems among patients with problematic alcohol use, rs2832407 does not appear to moderate its therapeutic effects. www.clinicaltrials.gov registrations: NCT00626925 and NCT02371889.
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Affiliation(s)
- Henry R Kranzler
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, United States; Mental Illness Research, Education and Clinical Center, Crescenz VAMC, United States.
| | - Emily E Hartwell
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, United States; Mental Illness Research, Education and Clinical Center, Crescenz VAMC, United States
| | - Richard Feinn
- Department of Medical Sciences, Frank H. Netter School of Medicine at Quinnipiac University, North Haven, CT, 06473, United States
| | - Timothy Pond
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, United States; Mental Illness Research, Education and Clinical Center, Crescenz VAMC, United States
| | - Katie Witkiewitz
- Department of Psychology, Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, NM, 87131, United States
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine and VA CT Healthcare Center, West Haven, CT, 06516, United States
| | - Richard C Crist
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, United States
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Kuhlemeier A, Desai Y, Tonigan A, Witkiewitz K, Jaki T, Hsiao YY, Chang C, Van Horn ML. Applying methods for personalized medicine to the treatment of alcohol use disorder. J Consult Clin Psychol 2021; 89:288-300. [PMID: 34014691 PMCID: PMC8284918 DOI: 10.1037/ccp0000634] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Numerous behavioral treatments for alcohol use disorder (AUD) are effective, but there are substantial individual differences in treatment response. This study examines the potential use of new methods for personalized medicine to test for individual differences in the effects of cognitive behavioral therapy (CBT) versus motivational enhancement therapy (MET) and to provide predictions of which will work best for individuals with AUD. We highlight both the potential contribution and the limitations of these methods. METHOD We performed secondary analyses of abstinence among 1,144 participants with AUD participating in either outpatient or aftercare treatment who were randomized to receive either CBT or MET in Project MATCH. We first obtained predicted individual treatment effects (PITEs), as a function of 19 baseline client characteristics identified a priori by MATCH investigators. Then, we tested for the significance of individual differences and examined the predicted individual differences in abstinence 1 year following treatment. Predictive intervals were estimated for each individual to determine if they were 80% more likely to achieve abstinence in one treatment versus the other. RESULTS Results indicated that individual differences in the likelihood of abstinence at 1 year following treatment were significant for those in the outpatient sample, but not for those in the aftercare sample. Individual predictive intervals showed that 37% had a better chance of abstinence with CBT than MET, and 16% had a better chance of abstinence with MET. Obtaining predictions for a new individual is demonstrated. CONCLUSIONS Personalized medicine methods, and PITE in particular, have the potential to identify individuals most likely to benefit from one versus another intervention. New personalized medicine methods play an important role in putting together differential effects due to previously identified variables into one prediction designed to be useful to clinicians and clients choosing between treatment options. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Alena Kuhlemeier
- Department of Sociology, University of New Mexico, Albuquerque, New Mexico
| | - Yasin Desai
- Department of Mathematics and Statistics, Lancaster University, Lancaster, United Kingdom
| | - Alexandra Tonigan
- Department of Individual, Family, and Community Education, University of New Mexico, Albuquerque, New Mexico
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Thomas Jaki
- Department of Mathematics and Statistics, Lancaster University, Lancaster, United Kingdom
| | - Yu-Yu Hsiao
- Department of Individual, Family, and Community Education, University of New Mexico, Albuquerque, New Mexico
| | - Chi Chang
- Office of Medical Education Research and Development & Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan
| | - M. Lee Van Horn
- Department of Individual, Family, and Community Education, University of New Mexico, Albuquerque, New Mexico
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8
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Ray LA, Grodin EN, Leggio L, Bechtholt AJ, Becker H, Ewing SWF, Jentsch JD, King AC, Mason BJ, O’Malley S, MacKillop J, Heilig M, Koob GF. The future of translational research on alcohol use disorder. Addict Biol 2021; 26:e12903. [PMID: 32286721 PMCID: PMC7554164 DOI: 10.1111/adb.12903] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 03/06/2020] [Accepted: 03/13/2020] [Indexed: 12/13/2022]
Abstract
In March 2019, a scientific meeting was held at the University of California, Los Angeles (UCLA) Luskin Center to discuss approaches to expedite the translation of neurobiological insights to advances in the treatment of alcohol use disorder (AUD). A guiding theme that emerged was that while translational research in AUD is clearly a challenge, it is also a field ripe with opportunities. Herein, we seek to summarize and disseminate the recommendations for the future of translational AUD research using four sections. First, we briefly review the current landscape of AUD treatment including the available evidence-based treatments and their uptake in clinical settings. Second, we discuss AUD treatment development efforts from a translational science viewpoint. We review current hurdles to treatment development as well as opportunities for mechanism-informed treatment. Third, we consider models of translational science and public health impact. Together, these critical insights serve as the bases for a series of recommendations and future directions. Towards the goal of improving clinical care and population health for AUD, scientists are tasked with bolstering the clinical applicability of their research findings so as to expedite the translation of knowledge into patient care.
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Affiliation(s)
- Lara A. Ray
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Erica N. Grodin
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Lorenzo Leggio
- Section on Clinical Psychoneuroendocrinology and Neuropsychopharmacology, National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research and National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Bethesda, MD; Medication Development Program, National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Baltimore, MD; Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA
| | - Anita J. Bechtholt
- National Institute on Alcohol Abuse and Alcoholism, Division of Treatment and Recovery Research, National Institutes of Health, Bethesda, MD, USA
| | - Howard Becker
- Charleston Alcohol Research Center, Department of Psychiatry and Behavioral Science; Department of Neuroscience, Medical University of South Carolina; Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | - Sarah W. Feldstein Ewing
- Oregon Health and Science University, Department of Child and Adolescent Psychiatry, Portland, Oregon, USA
| | - J. David Jentsch
- Binghamton University, Department of Psychology, Binghamton, NY, USA
| | - Andrea C. King
- University of Chicago, Department of Psychiatry and Behavioral Neuroscience, Chicago, IL, USA
| | - Barbara J. Mason
- The Scripps Research Institute, Pearson Center for Alcoholism and Addiction Research, La Jolla, CA, USA
| | | | - James MacKillop
- McMaster University and St. Joseph’s Healthcare Hamilton, Peter Boris Center for Addictions Research, Hamilton, ON, CAN
| | - Markus Heilig
- Linkoping University, Center for Social and Affective Neuroscience, Linkoping, Sweden
| | - George F. Koob
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA; National Institute on Drug Abuse, Baltimore, MD, USA
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9
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Ray LA, Grodin EN. Clinical Neuroscience of Addiction: What Clinical Psychologists Need to Know and Why. Annu Rev Clin Psychol 2021; 17:465-493. [PMID: 33472009 DOI: 10.1146/annurev-clinpsy-081219-114309] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The last three decades in psychological research have been marked by interdisciplinary science. Addiction represents a prime example of a disorder marked by a complex interaction among psychosocial and biological factors. This review highlights critical findings in the basic neuroscience of addiction and translates them into clinical language that can inform clinical psychologists in their research, teaching, and practice. From mechanisms of reward processing, learning and memory, allostasis, incentive-sensitization, withdrawal, tolerance, goal-directed decision making, habit learning, genetics, inflammation, and the microbiome, the common theme of this review is to illustrate the clinical utility of basic neuroscience research and to identify opportunities for clinical science. The thoughtful integration of basic and clinical science provides a powerful tool to fulfill the scientific mission of improving health care. Clinical psychologists have a crucial role to play in the translational science of addiction.
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Affiliation(s)
- Lara A Ray
- Department of Psychology, University of California, Los Angeles, California 90095, USA; .,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California 90095, USA.,Brain Research Institute, University of California, Los Angeles, California 90095, USA
| | - Erica N Grodin
- Department of Psychology, University of California, Los Angeles, California 90095, USA;
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10
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Abstract
Bislang sind nur wenige Medikamente zur pharmakologischen Rückfallprophylaxe der Alkoholabhängigkeit zugelassen. Neben dem in Deutschland nicht mehr vertriebenen Disulfiram sind es die Opioidantagonisten Naltrexon und Nalmefen sowie das vermutlich über glutamaterge Neurone wirkende Acamprosat. Baclofen und γ‑Hydroxybutyrat (GHB) sind in einzelnen Ländern zugelassen. Wirkstoffe wie z. B. Vareniclin, Gabapentin und Topiramat können für die Rückfallprophylaxe der Alkoholabhängigkeit von Interesse sein, jedoch ist bislang keine Zulassung erfolgt. Vor dem Hintergrund der zur Revision anstehenden S3-Leitlinie zur Diagnose und Behandlung alkoholbezogener Störungen wird der heutige Kenntnisstand zur Pharmakotherapie der Alkoholabhängigkeit dargestellt.
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Bourdon JL, Davies RA, Long EC. Four Actionable Bottlenecks and Potential Solutions to Translating Psychiatric Genetics Research: An Expert Review. Public Health Genomics 2020; 23:171-183. [PMID: 33147585 PMCID: PMC7854816 DOI: 10.1159/000510832] [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: 03/23/2020] [Accepted: 07/27/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Psychiatric genetics has had limited success in translational efforts. A thorough understanding of the present state of translation in this field will be useful in the facilitation and assessment of future translational progress. PURPOSE A narrative literature review was conducted. Combinations of 3 groups of terms were searched in EBSCOhost, Google Scholar, and PubMed. The review occurred in multiple steps, including abstract collection, inclusion/exclusion criteria review, coding, and analysis of included papers. RESULTS One hundred and fourteen articles were analyzed for the narrative review. Across those, 4 bottlenecks were noted that, if addressed, may provide insights and help improve and increase translation in the field of psychiatric genetics. These 4 bottlenecks are emphasizing linear translational frameworks, relying on molecular genomic findings, prioritizing certain psychiatric disorders, and publishing more reviews than experiments. CONCLUSIONS These entwined bottlenecks are examined with one another. Awareness of these bottlenecks can inform stakeholders who work to translate and/or utilize psychiatric genetic information. Potential solutions include utilizing nonlinear translational frameworks as well as a wider array of psychiatric genetic information (e.g., family history and gene-environment interplay) in this area of research, expanding which psychiatric disorders are considered for translation, and when possible, conducting original research. Researchers are urged to consider how their research is translational in the context of the frameworks, genetic information, and psychiatric disorders discussed in this review. At a broader level, these efforts should be supported with translational efforts in funding and policy shifts.
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Affiliation(s)
- Jessica L Bourdon
- Department of Psychiatry, Brown School of Social Work, Washington University in St. Louis, St. Louis, Missouri, USA,
| | - Rachel A Davies
- Yerkes National Primate Research Center, Division of Behavioral Neuroscience and Psychiatric Disorders, Emory University, Atlanta, Georgia, USA
| | - Elizabeth C Long
- Edna Bennett Pierce Prevention Research Center, Pennsylvania State University, University Park, Pennsylvania, USA
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12
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Digital Health Applications for Pharmacogenetic Clinical Trials. Genes (Basel) 2020; 11:genes11111261. [PMID: 33114567 PMCID: PMC7692850 DOI: 10.3390/genes11111261] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/20/2020] [Accepted: 10/24/2020] [Indexed: 12/15/2022] Open
Abstract
Digital health (DH) is the use of digital technologies and data analytics to understand health-related behaviors and enhance personalized clinical care. DH is increasingly being used in clinical trials, and an important field that could potentially benefit from incorporating DH into trial design is pharmacogenetics. Prospective pharmacogenetic trials typically compare a standard care arm to a pharmacogenetic-guided therapeutic arm. These trials often require large sample sizes, are challenging to recruit into, lack patient diversity, and can have complicated workflows to deliver therapeutic interventions to both investigators and patients. Importantly, the use of DH technologies could mitigate these challenges and improve pharmacogenetic trial design and operation. Some DH use cases include (1) automatic electronic health record-based patient screening and recruitment; (2) interactive websites for participant engagement; (3) home- and tele-health visits for patient convenience (e.g., samples for lab tests, physical exams, medication administration); (4) healthcare apps to collect patient-reported outcomes, adverse events and concomitant medications, and to deliver therapeutic information to patients; and (5) wearable devices to collect vital signs, electrocardiograms, sleep quality, and other discrete clinical variables. Given that pharmacogenetic trials are inherently challenging to conduct, future pharmacogenetic utility studies should consider implementing DH technologies and trial methodologies into their design and operation.
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13
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Prospects of Genetics and Epigenetics of Alcohol Use Disorder. CURRENT ADDICTION REPORTS 2020. [DOI: 10.1007/s40429-020-00331-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Abstract
Purpose of Review
In this study, we illustrate recent findings regarding the genetics and epigenetics of alcohol use disorder (AUD). We further outline the future direction of genetic and epigenetic research in AUD.
Recent Findings
Recent genome- and epigenome-wide studies allow new insight into genetic and epigenetic variation associated with AUD. The largest EWAS of AUD so far/to date found evidence for altered glucocorticoid receptor regulation. Longitudinal studies provide insight into the dynamics of the disease. Analyses of postmortem brain tissue reveal the impact of chronic alcohol consumption on DNA methylation in the brain.
Summary
Genetic and environmental factors—mediated via epigenetic mechanisms—play an important role in AUD. Although knowledge of the biological underpinnings of AUD is still limited, ongoing research will ultimately lead to the development of biomarkers for disease classification, course of disease, and treatment response to support personalized medicine in the future.
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14
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Hartwell EE, Feinn R, Morris PE, Gelernter J, Krystal J, Arias AJ, Hoffman M, Petrakis I, Gueorguieva R, Schacht JP, Oslin D, Anton RF, Kranzler HR. Systematic review and meta-analysis of the moderating effect of rs1799971 in OPRM1, the mu-opioid receptor gene, on response to naltrexone treatment of alcohol use disorder. Addiction 2020; 115:1426-1437. [PMID: 31961981 PMCID: PMC7340566 DOI: 10.1111/add.14975] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 11/07/2019] [Accepted: 01/10/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND AIMS There is wide inter-individual variability in response to the treatment of alcohol use disorder (AUD) with the opioid receptor antagonist naltrexone. To identify patients who may be most responsive to naltrexone treatment, studies have examined the moderating effect of rs1799971, a single nucleotide polymorphism (SNP) that encodes a non-synonymous substitution (Asn40Asp) in the mu-opioid receptor gene, OPRM1. The aims of this study were to: (1) conduct a systematic review of randomized clinical trials (RCTs); (2) assess the bias of the available studies and gauge publication bias; and (3) meta-analyze the interaction effect of the Asn40Asp SNP on the response to naltrexone treatment. METHODS We searched for placebo-controlled RCTs that examined the effect of Asn40Asp on the response to naltrexone treatment of heavy drinking or AUD. We tested the hypothesis that the minor (Asp40) allele was associated with a greater reduction in five alcohol consumption measures (relapse to heavy drinking, abstinence, percentage of heavy drinking days, percentage of days abstinent and drinks per day) in naltrexone-treated participants by meta-analyzing the interaction effects using a random effects model. RESULTS Seven RCTs met the study criteria. Overall, risk of bias was low and we observed no evidence of publication bias. Of the five alcohol consumption outcomes considered, there was a nominally significant moderating effect of the Asn40Asp SNP only on drinks per day (d = -0.18, P = 0.02). However, the effect was not significant when multiple comparisons were taken into account. CONCLUSIONS From the evidence to date, it remains unclear whether rs1799971, the OPRM1 Asn40Asp single nucleotide polymorphism, predicts naltrexone treatment response in individuals with alcohol use disorder or heavy drinking.
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Affiliation(s)
- Emily E. Hartwell
- Mental Illness Research, Education and Clinical Center, Cpl. Michael J. Crescenz VAMC, Philadelphia, PA 19104,Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104
| | - Richard Feinn
- Department of Medical Sciences, Frank H. Netter School of Medicine at Quinnipiac University, North Haven, CT 06473
| | - Paige E. Morris
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104
| | - Joel Gelernter
- Departments of Psychiatry, Genetics, and Neuroscience, Yale University School of Medicine, and VA Connecticut Healthcare, West Haven, CT 06516
| | - John Krystal
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510
| | - Albert J. Arias
- Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond, VA 23298
| | - Michaela Hoffman
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425
| | - Ismene Petrakis
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510
| | - Ralitza Gueorguieva
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510
| | - Joseph P. Schacht
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425
| | - David Oslin
- Mental Illness Research, Education and Clinical Center, Cpl. Michael J. Crescenz VAMC, Philadelphia, PA 19104,Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104
| | - Raymond F. Anton
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425
| | - Henry R. Kranzler
- Mental Illness Research, Education and Clinical Center, Cpl. Michael J. Crescenz VAMC, Philadelphia, PA 19104,Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104,To whom correspondence should be addressed at: Center for Studies of Addiction, University of Pennsylvania Perelman School of Medicine, 3535 Market Street, Suite 500, Philadelphia, PA 19104; Telephone: 215-746-1943;
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15
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Wang X, Zhao Y, Luo J, Xu L, Li X, Jin Y, Li C, Feng M, Wang Y, Chen J, Hou Y, Zhao Q, Zhao J, Ning B, Zheng Y, Yu D. MicroRNA hsa-miR-1301-3p Regulates Human ADH6, ALDH5A1 and ALDH8A1 in the Ethanol-Acetaldehyde-Acetate Metabolic Pathway. Mol Pharmacol 2020; 98:120-129. [PMID: 32499331 DOI: 10.1124/mol.120.119693] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/27/2020] [Indexed: 12/15/2022] Open
Abstract
Alcohol dehydrogenases (ADHs) and aldehyde dehydrogenases (ALDHs) are vital enzymes involved in the metabolism of a variety of alcohols. Differences in the expression and enzymatic activity of human ADHs and ALDHs correlate with individual variability in metabolizing alcohols and drugs and in the susceptibility to alcoholic liver disease. MicroRNAs (miRNAs) function as epigenetic modulators to regulate the expression of drug-metabolizing enzymes. To characterize miRNAs that target ADHs and ALDHs in human liver cells, we carried out a systematic bioinformatics analysis to analyze free energies of the interaction between miRNAs and their cognate sequences in ADH and ALDH transcripts and then calculated expression correlations between miRNAs and their targeting ADH and ALDH genes using a public data base. Candidate miRNAs were selected to evaluate bioinformatic predictions using a series of biochemical assays. Our results showed that 11 miRNAs have the potential to modulate the expression of two ADH and seven ALDH genes in the human liver. We found that hsa-miR-1301-3p suppressed the expression of ADH6, ALDH5A1, and ALDH8A1 in liver cells and blocked their induction by ethanol. In summary, our results revealed that hsa-miR-1301-3p plays an important role in ethanol metabolism by regulating ADH and ALDH gene expression. SIGNIFICANCE STATEMENT: Systematic bioinformatics analysis showed that 11 microRNAs might play regulatory roles in the expression of two alcohol dehydrogenase (ADH) and seven aldehyde dehydrogenase (ALDH) genes in the human liver. Experimental evidences proved that hsa-miR-1301-3p suppressed the expression of ADH6, ALDH5A1, and ALDH8A1 in liver cells and decreased their inducibility by ethanol.
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Affiliation(s)
- Xubing Wang
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Yanjie Zhao
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Jiao Luo
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Lin Xu
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Xinmei Li
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Yuan Jin
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Chuanhai Li
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Meiyao Feng
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Ying Wang
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Jing Chen
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Yufei Hou
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Qianwen Zhao
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Jinquan Zhao
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Baitang Ning
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Yuxin Zheng
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
| | - Dianke Yu
- School of Public Health, Qingdao University, Qingdao, China (X.W., Ya.Z., J.L., L.X., X.L., Y.J., C.L., M.F., Y.W., J.C., Y.H., Q.Z., J.Z., Yu.Z., D.Y.) and National Center for Toxicological Research, US Food and Drug Administration, Jefferson, Arkansas (B.N.)
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Hendershot CS, Dermody SS, Wardell JD, Zaso MJ, Kennedy JL, Stoner SA. OPRM1 Moderates Daily Associations of Naltrexone Adherence With Alcohol Consumption: Preliminary Evidence From a Mobile Health Trial. Alcohol Clin Exp Res 2020; 44:983-991. [PMID: 32020635 DOI: 10.1111/acer.14300] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 01/25/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Initial evidence that OPRM1 genotype moderates the clinical response to naltrexone has not been replicated in prospective clinical trials. However, the use of traditional statistical analyses and clinical endpoints might limit sensitivity for studying pharmacogenetic associations, whereas the use of intensive daily assessments and person-centered analytic methods might increase sensitivity. This study leveraged person-centered analyses and daily measures of alcohol use, craving, and medication adherence to investigate OPRM1 as a moderator of changes in clinical outcomes during naltrexone treatment. METHODS Treatment-seeking participants with alcohol use disorder (n = 58; Mage = 38 years; 71% male) provided daily cell phone reports of craving and consumption while taking naltrexone as part of a mobile health trial. Daily medication adherence was measured remotely using electronic pill cap recordings. Multilevel modeling and multilevel structural equation modeling analyses evaluated the hypotheses that OPRM1 genotype would moderate prospective reductions in daily alcohol use and craving, and would also moderate within-person associations of daily adherence with same-day craving and consumption. RESULTS OPRM1 genotype moderated the association of daily adherence with reduced same-day consumption (p = 0.007) and craving (p = 0.06), with these associations being stronger for participants with the 118G variant. OPRM1 genotype did not moderate changes in craving and consumption over time. CONCLUSIONS These findings suggest that high-density assessments and person-centered analytic approaches, including modeling within-person variation in medication adherence, could be advantageous for pharmacogenetic studies.
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Affiliation(s)
- Christian S Hendershot
- From the, Campbell Family Mental Health Research Institute, (CSH, JDW, JLK), Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute for Mental Health Policy Research, (CSH, JDW), Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, (CSH, JDW, JLK), University of Toronto, Toronto, ON, Canada.,Department of Psychology, (CSH), University of Toronto, Toronto, ON, Canada.,Department of Pharmacology and Toxicology, (CSH), University of Toronto, Toronto, ON, Canada
| | - Sarah S Dermody
- School of Psychological Science, (SSD), Oregon State University, Corvallis, Oregon
| | - Jeffrey D Wardell
- From the, Campbell Family Mental Health Research Institute, (CSH, JDW, JLK), Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute for Mental Health Policy Research, (CSH, JDW), Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, (CSH, JDW, JLK), University of Toronto, Toronto, ON, Canada
| | - Michelle J Zaso
- Clinical and Research Institute on Addictions, (MJZ), University at Buffalo, Buffalo, New York
| | - James L Kennedy
- From the, Campbell Family Mental Health Research Institute, (CSH, JDW, JLK), Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, (CSH, JDW, JLK), University of Toronto, Toronto, ON, Canada
| | - Susan A Stoner
- Alcohol and Drug Abuse Institute, (SAS), University of Washington, Seattle, Washington
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Litten RZ, Falk DE, Ryan ML, Fertig J, Leggio L. Five Priority Areas for Improving Medications Development for Alcohol Use Disorder and Promoting Their Routine Use in Clinical Practice. Alcohol Clin Exp Res 2019; 44:23-35. [PMID: 31803968 DOI: 10.1111/acer.14233] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Accepted: 11/02/2019] [Indexed: 12/31/2022]
Affiliation(s)
- Raye Z Litten
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Daniel E Falk
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Megan L Ryan
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Joanne Fertig
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Lorenzo Leggio
- Section on Clinical Psychoneuroendocrinology and Neuropsychopharmacology, National Institute on Alcohol Abuse and Alcoholism and National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland.,Medication Development Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.,Center for Alcohol and Addiction Studies, Brown University, Providence, Rhode Island
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