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Expanding the Genetic Architecture of Nicotine Dependence and its Shared Genetics with Multiple Traits: Findings from the Nicotine Dependence GenOmics (iNDiGO) Consortium

View ORCID ProfileBryan C. Quach, Michael J. Bray, Nathan C. Gaddis, Mengzhen Liu, Teemu Palviainen, Camelia C. Minica, Stephanie Zellers, Richard Sherva, Fazil Aliev, Michael Nothnagel, Kendra A. Young, Jesse Marks, Hannah Young, Yuelong Guo, Alex Waldrop, Nancy Sey, Maria T. Landi, Daniel W. McNeil, Lindsay A. Farrer, Christina A. Markunas, Jacqueline Vink, Jouke-Jan Hottenga, William G. Iacono, Henry R. Kranzler, Nancy L. Saccone, Michael C. Neale, Pamela Madden, Marcella Rietschel, Mary L. Marazita, Matthew McGue, Hyejung Won, Georg Winterer, Richard Grucza, Danielle Dick, Joel Gelernter, Neil E. Caporaso, Timothy B. Baker, Dorret I. Boomsma, Jaakko Kaprio, John E. Hokanson, Scott Vrieze, Laura J. Bierut, Eric O. Johnson, Dana B. Hancock
doi: https://doi.org/10.1101/2020.01.15.898858
Bryan C. Quach
1Center for Omics Discovery and Epidemiology, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
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  • ORCID record for Bryan C. Quach
Michael J. Bray
2Department of Psychiatry, Washington University, St. Louis, Missouri, USA
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Nathan C. Gaddis
3Research Computing Division, RTI International, Research Triangle Park, North Carolina, USA
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Mengzhen Liu
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Teemu Palviainen
5Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
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Camelia C. Minica
7Department of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands
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Stephanie Zellers
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Richard Sherva
6Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, Massachusetts, USA
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Fazil Aliev
8Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
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Michael Nothnagel
9Institute of Medical Informatics and Statistics, Christian-Albrechts University, Kiel, Germany
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Kendra A. Young
10Department of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Jesse Marks
1Center for Omics Discovery and Epidemiology, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
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Hannah Young
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Yuelong Guo
11Center for Genomics in Public Health and Medicine, Biostatistics and Epidemiology Division, RTI International, Research Triangle Park, North Carolina, USA
12GeneCentric Therapeutics, Research Triangle Park, North Carolina, USA
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Alex Waldrop
3Research Computing Division, RTI International, Research Triangle Park, North Carolina, USA
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Nancy Sey
13Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Maria T. Landi
14Genetic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, United States department of Health and Human Services, Bethesda, Maryland, USA
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Daniel W. McNeil
15Department of Psychology, West Virginia University, Morgantown, West Virginia, USA
16Department of Dental Practice and Rural Health, West Virginia University, Morgantown, West Virginia, USA
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Lindsay A. Farrer
6Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, Massachusetts, USA
17Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
18Department of Ophthalmology, Boston University School of Medicine, Boston, Massachusetts, USA
19Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
20Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
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Christina A. Markunas
1Center for Omics Discovery and Epidemiology, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
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Jacqueline Vink
21Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
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Jouke-Jan Hottenga
7Department of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands
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William G. Iacono
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Henry R. Kranzler
22Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
23VISN 4 MIRECC, Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
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Nancy L. Saccone
24Department of Genetics, Washington University, St. Louis, Missouri, USA
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Michael C. Neale
25Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
26Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia, USA
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Pamela Madden
2Department of Psychiatry, Washington University, St. Louis, Missouri, USA
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Marcella Rietschel
27Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
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Mary L. Marazita
28Center for Craniofacial and Dental Genetics, Department of Oral Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Matthew McGue
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Hyejung Won
13Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Georg Winterer
29Experimental & Clinical Research Center, Department of Anesthesiology and Operative Intensive Care Medicine, Charité - University Medicine Berlin, Germany
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Richard Grucza
2Department of Psychiatry, Washington University, St. Louis, Missouri, USA
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Danielle Dick
8Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
30College Behavioral and Emotional Health Institute, Virginia Commonwealth University, Richmond, Virginia, USA
31Department of Human & Molecular Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
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Joel Gelernter
32Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
33Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA
34Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut, USA
35Department of Psychiatry, VA CT Healthcare Center, West Haven, Connecticut, USA
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Neil E. Caporaso
14Genetic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, United States department of Health and Human Services, Bethesda, Maryland, USA
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Timothy B. Baker
36Center for Tobacco Research and Intervention, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
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Dorret I. Boomsma
7Department of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands
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Jaakko Kaprio
5Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
37Department of Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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John E. Hokanson
10Department of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Scott Vrieze
4Department of Psychology, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Laura J. Bierut
2Department of Psychiatry, Washington University, St. Louis, Missouri, USA
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Eric O. Johnson
1Center for Omics Discovery and Epidemiology, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
38Fellow Program, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
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Dana B. Hancock
1Center for Omics Discovery and Epidemiology, Behavioral Health Research Division, RTI International, Research Triangle Park, North Carolina, USA
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  • For correspondence: dhancock@rti.org
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Abstract

Cigarette smoking is the leading cause of preventable morbidity and mortality. Knowledge is evolving on genetics underlying initiation, regular smoking, nicotine dependence (ND), and cessation. We performed a genome-wide association study using the Fagerström Test for ND (FTND) in 58,000 smokers of European or African ancestry. Five genome-wide significant loci, including two novel loci MAGI2/GNAI1 (rs2714700) and TENM2 (rs1862416) were identified, and loci reported for other smoking traits were extended to ND. Using the heaviness of smoking index (HSI) in the UK Biobank (N=33,791), rs2714700 was consistently associated, but rs1862416 was not associated, likely reflecting ND features not captured by the HSI. Both variants were cis-eQTLs (rs2714700 for MAGI2-AS3 in hippocampus, rs1862416 for TENM2 in lung), and expression of genes spanning ND-associated variants was enriched in cerebellum. SNP-based heritability of ND was 8.6%, and ND was genetically correlated with 13 other smoking traits (rg=0.40–0.95) and co-morbid diseases. Our results emphasize the FTND as a composite phenotype that expands genetic knowledge of smoking, including loci specific to ND.

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Posted January 15, 2020.
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Expanding the Genetic Architecture of Nicotine Dependence and its Shared Genetics with Multiple Traits: Findings from the Nicotine Dependence GenOmics (iNDiGO) Consortium
Bryan C. Quach, Michael J. Bray, Nathan C. Gaddis, Mengzhen Liu, Teemu Palviainen, Camelia C. Minica, Stephanie Zellers, Richard Sherva, Fazil Aliev, Michael Nothnagel, Kendra A. Young, Jesse Marks, Hannah Young, Yuelong Guo, Alex Waldrop, Nancy Sey, Maria T. Landi, Daniel W. McNeil, Lindsay A. Farrer, Christina A. Markunas, Jacqueline Vink, Jouke-Jan Hottenga, William G. Iacono, Henry R. Kranzler, Nancy L. Saccone, Michael C. Neale, Pamela Madden, Marcella Rietschel, Mary L. Marazita, Matthew McGue, Hyejung Won, Georg Winterer, Richard Grucza, Danielle Dick, Joel Gelernter, Neil E. Caporaso, Timothy B. Baker, Dorret I. Boomsma, Jaakko Kaprio, John E. Hokanson, Scott Vrieze, Laura J. Bierut, Eric O. Johnson, Dana B. Hancock
bioRxiv 2020.01.15.898858; doi: https://doi.org/10.1101/2020.01.15.898858
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Expanding the Genetic Architecture of Nicotine Dependence and its Shared Genetics with Multiple Traits: Findings from the Nicotine Dependence GenOmics (iNDiGO) Consortium
Bryan C. Quach, Michael J. Bray, Nathan C. Gaddis, Mengzhen Liu, Teemu Palviainen, Camelia C. Minica, Stephanie Zellers, Richard Sherva, Fazil Aliev, Michael Nothnagel, Kendra A. Young, Jesse Marks, Hannah Young, Yuelong Guo, Alex Waldrop, Nancy Sey, Maria T. Landi, Daniel W. McNeil, Lindsay A. Farrer, Christina A. Markunas, Jacqueline Vink, Jouke-Jan Hottenga, William G. Iacono, Henry R. Kranzler, Nancy L. Saccone, Michael C. Neale, Pamela Madden, Marcella Rietschel, Mary L. Marazita, Matthew McGue, Hyejung Won, Georg Winterer, Richard Grucza, Danielle Dick, Joel Gelernter, Neil E. Caporaso, Timothy B. Baker, Dorret I. Boomsma, Jaakko Kaprio, John E. Hokanson, Scott Vrieze, Laura J. Bierut, Eric O. Johnson, Dana B. Hancock
bioRxiv 2020.01.15.898858; doi: https://doi.org/10.1101/2020.01.15.898858

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