5
|
Schwantes-An TH, Zhang J, Chen LS, Hartz SM, Culverhouse RC, Chen X, Coon H, Frank J, Kamens HM, Konte B, Kovanen L, Latvala A, Legrand LN, Maher BS, Melroy WE, Nelson EC, Reid MW, Robinson JD, Shen PH, Yang BZ, Andrews JA, Aveyard P, Beltcheva O, Brown SA, Cannon DS, Cichon S, Corley RP, Dahmen N, Degenhardt L, Foroud T, Gaebel W, Giegling I, Glatt SJ, Grucza RA, Hardin J, Hartmann AM, Heath AC, Herms S, Hodgkinson CA, Hoffmann P, Hops H, Huizinga D, Ising M, Johnson EO, Johnstone E, Kaneva RP, Kendler KS, Kiefer F, Kranzler HR, Krauter KS, Levran O, Lucae S, Lynskey MT, Maier W, Mann K, Martin NG, Mattheisen M, Montgomery GW, Müller-Myhsok B, Murphy MF, Neale MC, Nikolov MA, Nishita D, Nöthen MM, Nurnberger J, Partonen T, Pergadia ML, Reynolds M, Ridinger M, Rose RJ, Rouvinen-Lagerström N, Scherbaum N, Schmäl C, Soyka M, Stallings MC, Steffens M, Treutlein J, Tsuang M, Wall TL, Wodarz N, Yuferov V, Zill P, Bergen AW, Chen J, Cinciripini PM, Edenberg HJ, Ehringer MA, Ferrell RE, Gelernter J, Goldman D, Hewitt JK, Hopfer CJ, Iacono WG, Kaprio J, Kreek MJ, Kremensky IM, Madden PAF, McGue M, Munafò MR, Philibert RA, Rietschel M, Roy A, Rujescu D, Saarikoski ST, Swan GE, Todorov AA, Vanyukov MM, Weiss RB, Bierut LJ, Saccone NL. Association of the OPRM1 Variant rs1799971 (A118G) with Non-Specific Liability to Substance Dependence in a Collaborative de novo Meta-Analysis of European-Ancestry Cohorts. Behav Genet 2016; 46:151-69. [PMID: 26392368 PMCID: PMC4752855 DOI: 10.1007/s10519-015-9737-3] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 08/17/2015] [Indexed: 12/20/2022]
Abstract
The mu1 opioid receptor gene, OPRM1, has long been a high-priority candidate for human genetic studies of addiction. Because of its potential functional significance, the non-synonymous variant rs1799971 (A118G, Asn40Asp) in OPRM1 has been extensively studied, yet its role in addiction has remained unclear, with conflicting association findings. To resolve the question of what effect, if any, rs1799971 has on substance dependence risk, we conducted collaborative meta-analyses of 25 datasets with over 28,000 European-ancestry subjects. We investigated non-specific risk for "general" substance dependence, comparing cases dependent on any substance to controls who were non-dependent on all assessed substances. We also examined five specific substance dependence diagnoses: DSM-IV alcohol, opioid, cannabis, and cocaine dependence, and nicotine dependence defined by the proxy of heavy/light smoking (cigarettes-per-day >20 vs. ≤ 10). The G allele showed a modest protective effect on general substance dependence (OR = 0.90, 95% C.I. [0.83-0.97], p value = 0.0095, N = 16,908). We observed similar effects for each individual substance, although these were not statistically significant, likely because of reduced sample sizes. We conclude that rs1799971 contributes to mechanisms of addiction liability that are shared across different addictive substances. This project highlights the benefits of examining addictive behaviors collectively and the power of collaborative data sharing and meta-analyses.
Collapse
Affiliation(s)
- Tae-Hwi Schwantes-An
- Department of Genetics, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8232, St. Louis, MO, 63110, USA
- Genometrics Section, Computational and Statistical Genomics Branch, Division of Intramural Research, National Human Genome Research Institute, US National Institutes of Health (NIH), Baltimore, MD, 21224, USA
| | - Juan Zhang
- Department of Genetics, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8232, St. Louis, MO, 63110, USA
- Key Laboratory of Brain Function and Disease, School of Life Sciences, Chinese Academy of Sciences, University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Li-Shiun Chen
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Sarah M Hartz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Robert C Culverhouse
- Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Xiangning Chen
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, 23298, USA
| | - Hilary Coon
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, 84108, USA
| | - Josef Frank
- Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Helen M Kamens
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Department of Integrative Physiology, University of Colorado, Boulder, CO, 80309, USA
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Bettina Konte
- Department of Psychiatry, Universitätsklinikum Halle (Saale), 06112, Halle (Saale), Germany
| | - Leena Kovanen
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, 00271, Finland
| | - Antti Latvala
- Department of Public Health, University of Helsinki, Helsinki, 00014, Finland
| | - Lisa N Legrand
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Brion S Maher
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Whitney E Melroy
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Department of Integrative Physiology, University of Colorado, Boulder, CO, 80309, USA
| | - Elliot C Nelson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Mark W Reid
- Oregon Research Institute, Eugene, OR, 97403, USA
| | - Jason D Robinson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Pei-Hong Shen
- Section of Human Neurogenetics, National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, 20892, USA
| | - Bao-Zhu Yang
- Department of Psychiatry, Yale University, New Haven, CT, 06516, USA
| | | | - Paul Aveyard
- Department of Primary Care Health Sciences, University of Oxford, Oxford, OX2 6GG, United Kingdom
| | - Olga Beltcheva
- Department of Medical Chemistry and Biochemistry, Molecular Medicine Center, Medical University-Sofia, 1431, Sofia, Bulgaria
| | - Sandra A Brown
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Dale S Cannon
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, 84108, USA
| | - Sven Cichon
- Department. of Genomics, Life and Brain Center, Institute of Human Genetics, University of Bonn, Bonn, 53127, Germany
- Division of Medical Genetics, Department of Biomedicine, University Hospital Basel, University of Basel, Basel, 4003, Switzerland
| | - Robin P Corley
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
| | - Norbert Dahmen
- Ökumenisches Hainich-Klinikum, Mühlhausen/Thüringen, Germany
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Randwick, NSW, 2031, Australia
- School of Population and Global Health, University of Melbourne, Melbourne, 3010, Australia
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | | | - Ina Giegling
- Department of Psychiatry, Universitätsklinikum Halle (Saale), 06112, Halle (Saale), Germany
| | - Stephen J Glatt
- Department of Psychiatry and Behavioral Sciences, SUNY Upstate Medical University, Syracuse, NY, 13210, USA
| | - Richard A Grucza
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Jill Hardin
- Center for Health Sciences, Biosciences Division, SRI International, Menlo Park, CA, 94025, USA
| | - Annette M Hartmann
- Department of Psychiatry, Universitätsklinikum Halle (Saale), 06112, Halle (Saale), Germany
| | - Andrew C Heath
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Stefan Herms
- Department. of Genomics, Life and Brain Center, Institute of Human Genetics, University of Bonn, Bonn, 53127, Germany
- Division of Medical Genetics, Department of Biomedicine, University Hospital Basel, University of Basel, Basel, 4003, Switzerland
| | - Colin A Hodgkinson
- Section of Human Neurogenetics, National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, 20892, USA
| | - Per Hoffmann
- Department. of Genomics, Life and Brain Center, Institute of Human Genetics, University of Bonn, Bonn, 53127, Germany
- Division of Medical Genetics, Department of Biomedicine, University Hospital Basel, University of Basel, Basel, 4003, Switzerland
| | - Hyman Hops
- Oregon Research Institute, Eugene, OR, 97403, USA
| | - David Huizinga
- Institute of Behavioral Science, University of Colorado, Boulder, CO, 80309, USA
| | - Marcus Ising
- Max-Planck-Institute of Psychiatry, 80804, Munich, Germany
| | - Eric O Johnson
- Behavioral Health Research Division, Research Triangle Institute International, Durham, NC, 27709, USA
| | - Elaine Johnstone
- Department of Oncology, University of Oxford, Oxford, OX3 7DQ, United Kingdom
| | - Radka P Kaneva
- Department of Medical Chemistry and Biochemistry, Molecular Medicine Center, Medical University-Sofia, 1431, Sofia, Bulgaria
| | - Kenneth S Kendler
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, 23298, USA
| | - Falk Kiefer
- Department of Addictive Behavior and Addiction Medicine, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Henry R Kranzler
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Ken S Krauter
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO, 80309, USA
| | - Orna Levran
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, 10065, USA
| | - Susanne Lucae
- Max-Planck-Institute of Psychiatry, 80804, Munich, Germany
| | - Michael T Lynskey
- Addictions Department, Institute of Psychiatry, King's College London, London, SE5 8BB, UK
| | | | - Karl Mann
- Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Nicholas G Martin
- Department of Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, QLD, 4029, Australia
| | - Manuel Mattheisen
- Department. of Genomics, Life and Brain Center, Institute of Human Genetics, University of Bonn, Bonn, 53127, Germany
- Harvard School of Public Health, Boston, MA, 02115, USA
- Aarhus University, Aarhus, 8000, Denmark
| | - Grant W Montgomery
- Department of Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, QLD, 4029, Australia
| | | | - Michael F Murphy
- Childhood Cancer Research Group, University of Oxford, Oxford, OX3 7LG, UK
| | - Michael C Neale
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, 23298, USA
| | - Momchil A Nikolov
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Medical Chemistry and Biochemistry, Molecular Medicine Center, Medical University-Sofia, 1431, Sofia, Bulgaria
| | - Denise Nishita
- Center for Health Sciences, Biosciences Division, SRI International, Menlo Park, CA, 94025, USA
| | - Markus M Nöthen
- Department. of Genomics, Life and Brain Center, Institute of Human Genetics, University of Bonn, Bonn, 53127, Germany
| | - John Nurnberger
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Timo Partonen
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, 00271, Finland
| | - Michele L Pergadia
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Maureen Reynolds
- Department of Pharmaceutical Sciences, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Monika Ridinger
- Department of Psychiatry, University Medical Center Regensburg, University of Regensburg, 8548, Regensburg, Germany
- Psychiatric Hospital, Konigsfelden, Windisch, Switzerland
| | - Richard J Rose
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, 47405, USA
| | - Noora Rouvinen-Lagerström
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, 00271, Finland
| | - Norbert Scherbaum
- Addiction Research Group at the Department of Psychiatry and Psychotherapy, LVR Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Christine Schmäl
- Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Michael Soyka
- Department of Psychiatry, University of Munich, 3860, Munich, Germany
- Private Hospital Meiringen, Meiringen, Switzerland
| | - Michael C Stallings
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Department of Psychology & Neuroscience, University of Colorado, Boulder, CO, 80309, USA
| | - Michael Steffens
- Research Department, Federal Institute for Drugs and Medical Devices (BfArM), Kurt-Georg-Kiesinger-Allee 3, 53175, Bonn, Germany
| | - Jens Treutlein
- Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Ming Tsuang
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tamara L Wall
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Norbert Wodarz
- Department of Psychiatry, University Medical Center Regensburg, University of Regensburg, 8548, Regensburg, Germany
| | - Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, 10065, USA
| | | | - Andrew W Bergen
- Center for Health Sciences, Biosciences Division, SRI International, Menlo Park, CA, 94025, USA
| | - Jingchun Chen
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, 23298, USA
| | - Paul M Cinciripini
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Howard J Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Marissa A Ehringer
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Department of Integrative Physiology, University of Colorado, Boulder, CO, 80309, USA
| | - Robert E Ferrell
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Joel Gelernter
- Department of Psychiatry, Yale University, New Haven, CT, 06516, USA
- Department of Genetics, Yale University, New Haven, CT, 06516, USA
- Department of Neurobiology, Yale University, New Haven, CT, 06516, USA
| | - David Goldman
- Section of Human Neurogenetics, National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, 20892, USA
| | - John K Hewitt
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO, 80309, USA
- Department of Psychology & Neuroscience, University of Colorado, Boulder, CO, 80309, USA
| | - Christian J Hopfer
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - William G Iacono
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jaakko Kaprio
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, 00271, Finland
- Department of Public Health, University of Helsinki, Helsinki, 00014, Finland
- Institute for Molecular Medicine FIMM, University of Helsinki, 00014, Helsinki, Finland
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, 10065, USA
| | - Ivo M Kremensky
- Department of Medical Chemistry and Biochemistry, Molecular Medicine Center, Medical University-Sofia, 1431, Sofia, Bulgaria
| | - Pamela A F Madden
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Matt McGue
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Marcus R Munafò
- MRC Integrative Epidemiology Unit, UK Centre for Tobacco and Alcohol Studies, and School of Experimental Psychology, University of Bristol, Bristol, BS8 1TU, UK
| | | | - Marcella Rietschel
- Department of Genetic Epidemiology in Psychiatry, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, 68159, Mannheim, Germany
| | - Alec Roy
- Psychiatry Service, Department of Veteran Affairs, New Jersey VA Health Care System, East Orange, NJ, 07018, USA
| | - Dan Rujescu
- Department of Psychiatry, Universitätsklinikum Halle (Saale), 06112, Halle (Saale), Germany
| | - Sirkku T Saarikoski
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, 00271, Finland
| | - Gary E Swan
- Department of Medicine, Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, 94304, USA
| | - Alexandre A Todorov
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Michael M Vanyukov
- Department of Pharmaceutical Sciences, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Robert B Weiss
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT, 84112, USA
| | - Laura J Bierut
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Nancy L Saccone
- Department of Genetics, Washington University School of Medicine, 4523 Clayton Avenue, Campus Box 8232, St. Louis, MO, 63110, USA.
| |
Collapse
|