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Research Article

KLB is associated with alcohol drinking, and its gene product β-Klotho is necessary for FGF21 regulation of alcohol preference

Gunter Schumann, Chunyu Liu, Paul O’Reilly, He Gao, Parkyong Song, Bing Xu, Barbara Ruggeri, Najaf Amin, Tianye Jia, Sarah Preis, Marcelo Segura Lepe, Shizuo Akira, Caterina Barbieri, Sebastian Baumeister, Stephane Cauchi, Toni-Kim Clarke, Stefan Enroth, Krista Fischer, Jenni Hällfors, Sarah E. Harris, Saskia Hieber, Edith Hofer, Jouke-Jan Hottenga, Åsa Johansson, Peter K. Joshi, Niina Kaartinen, Jaana Laitinen, Rozenn Lemaitre, Anu Loukola, Jian’an Luan, Leo-Pekka Lyytikäinen, Massimo Mangino, Ani Manichaikul, Hamdi Mbarek, Yuri Milaneschi, Alireza Moayyeri, Kenneth Mukamal, Christopher Nelson, Jennifer Nettleton, Eemil Partinen, Rajesh Rawal, Antonietta Robino, Lynda Rose, Cinzia Sala, Takashi Satoh, Reinhold Schmidt, Katharina Schraut, Robert Scott, Albert Vernon Smith, John M. Starr, Alexander Teumer, Stella Trompet, André G. Uitterlinden, Cristina Venturini, Anne-Claire Vergnaud, Niek Verweij, Veronique Vitart, Dragana Vuckovic, Juho Wedenoja, Loic Yengo, Bing Yu, Weihua Zhang, Jing Hua Zhao, Dorret I. Boomsma, John Chambers, Daniel I. Chasman, Toniolo Daniela, Eco de Geus, Ian Deary, Johan G. Eriksson, Tõnu Esko, Volker Eulenburg, Oscar H. Franco, Philippe Froguel, Christian Gieger, Hans J. Grabe, Vilmundur Gudnason, Ulf Gyllensten, Tamara B. Harris, Anna-Liisa Hartikainen, Andrew C. Heath, Lynne Hocking, Albert Hofman, Cornelia Huth, Marjo-Riitta Jarvelin, J. Wouter Jukema, Jaakko Kaprio, Jaspal S. Kooner, Zoltan Kutalik, Jari Lahti, Claudia Langenberg, Terho Lehtimäki, Yongmei Liu, Pamela A. F. Madden, Nicholas Martin, Alanna Morrison, Brenda Penninx, Nicola Pirastu, Bruce Psaty, Olli Raitakari, Paul Ridker, Richard Rose, Jerome I. Rotter, Nilesh J. Samani, Helena Schmidt, Tim D. Spector, David Stott, David Strachan, Ioanna Tzoulaki, Pim van der Harst, Cornelia M. van Duijn, Pedro Marques-Vidal, Peter Vollenweider, Nicholas J. Wareham, John B. Whitfield, James Wilson, Bruce Wolffenbuttel, Georgy Bakalkin, Evangelos Evangelou, Yun Liu, Kenneth M. Rice, Sylvane Desrivières, Steven A. Kliewer, View ORCID ProfileDavid J. Mangelsdorf, Christian P. Müller, Daniel Levy, and Paul Elliott
  1. aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
  2. bThe Framingham Heart Study, Framingham, MA 01702;
  3. cThe Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, MD 20824;
  4. dDepartment of Biostatistics, Boston University School of Public Health, Boston, MA 02118;
  5. eDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, United Kingdom;
  6. fMedical Research Council-Public Health England Centre for Environment and Health, Imperial College London, London W2 1PG, United Kingdom;
  7. gDepartment of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX 75390;
  8. hHoward Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390;
  9. iGenetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands;
  10. jSection of Bioinformatics, Bayer Pharma AG, 13342 Berlin, Germany;
  11. kLaboratory of Host Defense, World Premier International Immunology Frontier Research Center, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan;
  12. lDivision of Genetics and Cell Biology, San Raffaele Research Institute, 20132 Milan, Italy;
  13. mInstitute for Community Medicine, University Medicine Greifswald, Greifswald 17475, Germany;
  14. nDepartment of Epidemiology and Preventive Medicine, University of Regensburg, 93053 Regensburg, Germany;
  15. oCNRS UMR 8199, Lille Pasteur Institute, European Genomic Institute for Diabetes, Lille 2 University, 59000 Lille, France;
  16. pDivison of Psychiatry, University of Edinburgh, Edinburgh EH10 5HF, United Kingdom;
  17. qScience for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, 75108 Uppsala, Sweden;
  18. rEstonian Genome Center, University of Tartu, 51010 Tartu, Estonia;
  19. sInstitute for Molecular Medicine, University of Helsinki, 00290 Helsinki, Finland;
  20. tCentre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh EH8 9JZ, United Kingdom;
  21. uCentre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom;
  22. vDepartment of Psychiatry and Psychotherapy, Friedrich Alexander University Erlangen-Nuremberg, 91054 Erlangen, Germany;
  23. wClinical Division of Neurogeriatrics, Department of Neurology, Medical University Graz, 8036 Graz, Austria;
  24. xInstitute of Medical Informatics, Statistics and Documentation, Medical University Graz, 8036 Graz, Austria;
  25. yDepartment of Biological Psychology, Vrije Universiteit Amsterdam and EMGO Institute for Health and Care Research, 1081 BT Amsterdam, The Netherlands;
  26. zUsher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh EH8 9AG, United Kingdom;
  27. aaNational Institute for Health and Welfare, 00271 Helsinki, Finland;
  28. bbQuantified Employee-Unit, Finnish Institute of Occupational Health, 00250 Helsinki, Finland;
  29. ccCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101;
  30. ddDepartment of Public Health, University of Helsinki, 00014 Helsinki, Finland;
  31. eeMedical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge CB2 0QQ, United Kingdom;
  32. ffDepartment of Clinical Chemistry, Fimlab Laboratories and University of Tampere School of Medicine, Tampere 33520, Finland;
  33. ggDepartment of Twin Research and Genetic Epidemiology, King’s College, London SE1 7EH, United Kingdom;
  34. hhNational Institute for Health Research Biomedical Research Centre at Guy’s and St. Thomas’ Foundation Trust, London SE1 9RT, United Kingdom;
  35. iiCenter for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903;
  36. jjBiostatistics Section, Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903;
  37. kkDepartment of Psychiatry, Institute for Health and Care Research (EMGO) Institute for Health and Care Research and Neuroscience Campus Amsterdam, Vrije Universiteit Amsterdam University Medical Center/Geestelijke Gezondheids Zorg (GGZ) inGeest, 1081 HL Amsterdam, The Netherlands;
  38. llInstitute of Health Informatics, University College London, London NW1 2DA, United Kingdom;
  39. mmFarr Institute of Health Informatics Research, University College London Institute of Health Informatics, London NW1 2DA, United Kingdom;
  40. nnDepartment of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02215;
  41. ooDepartment of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester LE3 9QP, United Kingdom;
  42. ppNational Institute for Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester LE3 9QP, United Kingdom;
  43. qqDivision of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Sciences Center, Houston, TX 77225;
  44. rrFaculty of Medicine, University of Tartu, 50411 Tartu, Estonia;
  45. ssDepartment of Molecular Epidemiology, Institute of Epidemiology II, Helmholtz Zentrum München, 85764 Neuherberg, Germany;
  46. ttInstitute for Maternal and Child Health—Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Burlo Garofolo, 34137 Trieste, Italy;
  47. uuDivision of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215;
  48. vvMedical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge CB2 0QQ, United Kingdom;
  49. wwResearch Institute, Icelandic Heart Association, 201 Kopavogur, Iceland;
  50. xxAlzheimer Scotland Research Centre, University of Edinburgh, Edinburgh EH8 9JZ, United Kingdom;
  51. yyInterfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, 17475 Greifswald, Germany;
  52. zzDepartment of Cardiology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands;
  53. aaaDepartment of Gerontology and Geriatrics, Leiden University Medical Center, 2300 RC Leiden, The Netherlands;
  54. bbbDepartment of internal Medicine, Erasmus Medical Center, 3015 CN Rotterdam, The Netherlands;
  55. cccDepartment of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands;
  56. dddDepartment of Cardiology, University Medical Center Groningen, University of Groningen, 9700RB Groningen, The Netherlands;
  57. eeeMedical Research Council Human Genetics Unit, Institute for Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom;
  58. fffDepartment of Medical Sciences, University of Trieste, 34149 Trieste, Italy;
  59. gggHuman Genetics Center, University of Texas Health Science Center at Houston, Houston, TX 77225;
  60. hhhDivision of Epidemiology, University of Texas Health Science Center at Houston, Houston, TX 77225;
  61. iiiDepartment of Cardiology, Ealing Hospital, Middlesex UB1 3HW, United Kingdom;
  62. jjjImperial College Healthcare National Health Service Trust, London W12 0HS, United Kingdom;
  63. kkkHarvard Medical School, Boston, MA 02115;
  64. lllPsychology, University of Edinburgh, Edinburgh EH8 9JZ, United Kingdom;
  65. mmmDepartment of General Practice and Primary Health Care, University of Helsinki, 00014 Helsinki, Finland;
  66. nnnUnit of General Practice, Helsinki University Central Hospital, 00014 Helsinki, Finland;
  67. oooFolkhälsan Research Centre, Public Health Research, 00290 Helsinki, Finland;
  68. pppVasa Central Hospital, 65130 Vasa, Finland;
  69. qqqInstitute for Biochemistry and Molecular Medicine, Friedrich Alexander University Erlangen-Nuremberg, 91054 Erlangen, Germany;
  70. rrrDepartment of Genomics of Common Disease, School of Public Health, Imperial College London, London W12 0HR, United Kingdom;
  71. sssDepartment of Psychiatry and Psychotherapy, University Medicine Greifswald, 17475 Greifswald, Germany;
  72. tttFaculty of Medicine, University of Iceland, 101 Reykjavik, Iceland;
  73. uuuNational Institute on Aging, NIH, Bethesda, MD 20892;
  74. vvvDepartment of Obstetrics and Gynecology, Oulu University Hospital, 90029 Oulu, Finland;
  75. wwwMedical Research Center, University of Oulu, 90014 Oulu, Finland;
  76. xxxUnit of Primary Care, Oulu University Hospital, 90220 Oulu, Finland;
  77. yyyDepartment of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO 63110;
  78. zzzInstitute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, United Kingdom;
  79. aaaaInstitute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health GmbH, D-85764 Neuherberg, Germany;
  80. bbbbCenter for Life Course Epidemiology, Faculty of Medicine, University of Oulu, Oulu FI-90014, Finland;
  81. ccccBiocenter Oulu, University of Oulu, Oulu FI-90014, Finland;
  82. ddddFaculty of Medicine, National Heart & Lung Institute, Cardiovascular Science, Hammersmith Hospital, Imperial College London, London W12 0NN, United Kingdom;
  83. eeeeInstitute of Social and Preventive Medicine, Centre Hospitalier Universitaire Vaudoise, 1010 Lausanne, Switzerland;
  84. ffffCollegium for Advanced Studies, University of Helsinki, 00014 Helsinki, Finland;
  85. ggggInstitute of Behavioural Sciences, University of Helsinki, 00014 Helsinki, Finland;
  86. hhhhWake Forest School of Medicine, Department of Epidemiology & Prevention, Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157;
  87. iiiiDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110;
  88. jjjjGenetic Epidemiology, Queensland Institute of Medical Research Berghofer Medical Research Institute, Herston, Brisbane QLD 4029, Australia;
  89. kkkkDepartment of Epidemiology, University of Washington, Seattle, WA 98195;
  90. llllDepartment of Health Services, University of Washington, Seattle, WA 98195;
  91. mmmmGroup Health Cooperative, Group Health Research Institute, Seattle, WA 98101;
  92. nnnnDepartment of Clinical Physiology and Nuclear Medicine, Turku University Hospital, University of Turku, Turku 20520, Finland;
  93. ooooResearch Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku 20520, Finland;
  94. ppppDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405;
  95. qqqqInstitute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor–University of California, Los Angeles Medical Center, Torrance, CA 90509;
  96. rrrrInstitute of Molecular Biology and Biochemistry, Centre for Molecular Medicine, Medical University of Graz, 8010 Graz, Austria;
  97. ssssInstitute of Cardiovascular and Medical Sciences, Faculty of Medicine, University of Glasgow, Glasgow G31 2ER, United Kingdom;
  98. ttttPopulation Health Research Institute, St. George's, University of London, London SW17 0RE, United Kingdom;
  99. uuuuDepartment of Hygiene and Epidemiology, University of Ioannina Medical School, 45110 Ioannina, Greece;
  100. vvvvDepartment of Genetics, University Medical Center Groningen, University of Groningen, 9700RB Groningen, The Netherlands;
  101. wwwwDurrer Center for Cardiogenetic Research, Interuniversity Cardiology Institute of The Netherlands–Netherlands Heart Institute, 3511GC Utrecht, The Netherlands;
  102. xxxxDepartment of Medicine, Internal Medicine, Lausanne University Hospital, 1011 Lausanne, Switzerland;
  103. yyyyDepartment of Endocrinology, University Medical Center Groningen, University of Groningen, 9700RB Groningen, The Netherlands;
  104. zzzzDivision of Biological Research on Drug Dependence, Department of Pharmaceutical, Biosciences, Uppsala University, 751 24 Uppsala, Sweden;
  105. aaaaaKey Laboratory of Metabolism and Molecular Medicine, Ministry of Education, 200032 Shanghai, People’s Republic of China;
  106. bbbbbDepartment of Biochemistry and Molecular Biology, Fudan University Shanghai Medical College, 200032 Shanghai, People’s Republic of China;
  107. cccccDepartment of Biostatistics, University of Washington, Seattle, WA 98195;
  108. dddddDepartment of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390

See allHide authors and affiliations

PNAS first published November 28, 2016; https://doi.org/10.1073/pnas.1611243113
Gunter Schumann
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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  • For correspondence: gunter.schumann@kcl.ac.uk davo.mango@utsouthwestern.edu p.elliott@imperial.ac.uk
Chunyu Liu
bThe Framingham Heart Study, Framingham, MA 01702;
cThe Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, MD 20824;
dDepartment of Biostatistics, Boston University School of Public Health, Boston, MA 02118;
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Paul O’Reilly
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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He Gao
eDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, United Kingdom;
fMedical Research Council-Public Health England Centre for Environment and Health, Imperial College London, London W2 1PG, United Kingdom;
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Parkyong Song
gDepartment of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX 75390;
hHoward Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390;
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Bing Xu
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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Barbara Ruggeri
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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Najaf Amin
iGenetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, 3000 CA Rotterdam, The Netherlands;
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Tianye Jia
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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Sarah Preis
dDepartment of Biostatistics, Boston University School of Public Health, Boston, MA 02118;
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Marcelo Segura Lepe
eDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, United Kingdom;
jSection of Bioinformatics, Bayer Pharma AG, 13342 Berlin, Germany;
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Shizuo Akira
kLaboratory of Host Defense, World Premier International Immunology Frontier Research Center, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan;
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Caterina Barbieri
lDivision of Genetics and Cell Biology, San Raffaele Research Institute, 20132 Milan, Italy;
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Sebastian Baumeister
mInstitute for Community Medicine, University Medicine Greifswald, Greifswald 17475, Germany;
nDepartment of Epidemiology and Preventive Medicine, University of Regensburg, 93053 Regensburg, Germany;
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Stephane Cauchi
oCNRS UMR 8199, Lille Pasteur Institute, European Genomic Institute for Diabetes, Lille 2 University, 59000 Lille, France;
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Toni-Kim Clarke
pDivison of Psychiatry, University of Edinburgh, Edinburgh EH10 5HF, United Kingdom;
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Stefan Enroth
qScience for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, 75108 Uppsala, Sweden;
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Krista Fischer
rEstonian Genome Center, University of Tartu, 51010 Tartu, Estonia;
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Jenni Hällfors
sInstitute for Molecular Medicine, University of Helsinki, 00290 Helsinki, Finland;
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Sarah E. Harris
tCentre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh EH8 9JZ, United Kingdom;
uCentre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom;
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Saskia Hieber
vDepartment of Psychiatry and Psychotherapy, Friedrich Alexander University Erlangen-Nuremberg, 91054 Erlangen, Germany;
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Edith Hofer
wClinical Division of Neurogeriatrics, Department of Neurology, Medical University Graz, 8036 Graz, Austria;
xInstitute of Medical Informatics, Statistics and Documentation, Medical University Graz, 8036 Graz, Austria;
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Jouke-Jan Hottenga
yDepartment of Biological Psychology, Vrije Universiteit Amsterdam and EMGO Institute for Health and Care Research, 1081 BT Amsterdam, The Netherlands;
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Åsa Johansson
qScience for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, 75108 Uppsala, Sweden;
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Peter K. Joshi
zUsher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh EH8 9AG, United Kingdom;
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Niina Kaartinen
aaNational Institute for Health and Welfare, 00271 Helsinki, Finland;
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Jaana Laitinen
bbQuantified Employee-Unit, Finnish Institute of Occupational Health, 00250 Helsinki, Finland;
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Rozenn Lemaitre
ccCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101;
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Anu Loukola
sInstitute for Molecular Medicine, University of Helsinki, 00290 Helsinki, Finland;
ddDepartment of Public Health, University of Helsinki, 00014 Helsinki, Finland;
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Jian’an Luan
eeMedical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge CB2 0QQ, United Kingdom;
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Leo-Pekka Lyytikäinen
ffDepartment of Clinical Chemistry, Fimlab Laboratories and University of Tampere School of Medicine, Tampere 33520, Finland;
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Massimo Mangino
ggDepartment of Twin Research and Genetic Epidemiology, King’s College, London SE1 7EH, United Kingdom;
hhNational Institute for Health Research Biomedical Research Centre at Guy’s and St. Thomas’ Foundation Trust, London SE1 9RT, United Kingdom;
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Ani Manichaikul
iiCenter for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903;
jjBiostatistics Section, Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903;
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Hamdi Mbarek
yDepartment of Biological Psychology, Vrije Universiteit Amsterdam and EMGO Institute for Health and Care Research, 1081 BT Amsterdam, The Netherlands;
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Yuri Milaneschi
kkDepartment of Psychiatry, Institute for Health and Care Research (EMGO) Institute for Health and Care Research and Neuroscience Campus Amsterdam, Vrije Universiteit Amsterdam University Medical Center/Geestelijke Gezondheids Zorg (GGZ) inGeest, 1081 HL Amsterdam, The Netherlands;
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Alireza Moayyeri
eDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, United Kingdom;
llInstitute of Health Informatics, University College London, London NW1 2DA, United Kingdom;
mmFarr Institute of Health Informatics Research, University College London Institute of Health Informatics, London NW1 2DA, United Kingdom;
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Kenneth Mukamal
nnDepartment of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02215;
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Christopher Nelson
ooDepartment of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester LE3 9QP, United Kingdom;
ppNational Institute for Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester LE3 9QP, United Kingdom;
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Jennifer Nettleton
qqDivision of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Sciences Center, Houston, TX 77225;
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Eemil Partinen
rrFaculty of Medicine, University of Tartu, 50411 Tartu, Estonia;
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Rajesh Rawal
ssDepartment of Molecular Epidemiology, Institute of Epidemiology II, Helmholtz Zentrum München, 85764 Neuherberg, Germany;
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Antonietta Robino
ttInstitute for Maternal and Child Health—Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Burlo Garofolo, 34137 Trieste, Italy;
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Lynda Rose
uuDivision of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215;
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Cinzia Sala
lDivision of Genetics and Cell Biology, San Raffaele Research Institute, 20132 Milan, Italy;
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Takashi Satoh
kLaboratory of Host Defense, World Premier International Immunology Frontier Research Center, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan;
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Reinhold Schmidt
wClinical Division of Neurogeriatrics, Department of Neurology, Medical University Graz, 8036 Graz, Austria;
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Katharina Schraut
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Yun Liu
aaaaaKey Laboratory of Metabolism and Molecular Medicine, Ministry of Education, 200032 Shanghai, People’s Republic of China;
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Kenneth M. Rice
cccccDepartment of Biostatistics, University of Washington, Seattle, WA 98195;
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Sylvane Desrivières
aMedical Research Council—Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AF, United Kingdom;
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Steven A. Kliewer
gDepartment of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX 75390;
dddddDepartment of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390
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David J. Mangelsdorf
gDepartment of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX 75390;
hHoward Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390;
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  • ORCID record for David J. Mangelsdorf
  • For correspondence: gunter.schumann@kcl.ac.uk davo.mango@utsouthwestern.edu p.elliott@imperial.ac.uk
Christian P. Müller
vDepartment of Psychiatry and Psychotherapy, Friedrich Alexander University Erlangen-Nuremberg, 91054 Erlangen, Germany;
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Daniel Levy
bThe Framingham Heart Study, Framingham, MA 01702;
cThe Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, MD 20824;
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Paul Elliott
eDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, United Kingdom;
fMedical Research Council-Public Health England Centre for Environment and Health, Imperial College London, London W2 1PG, United Kingdom;
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  • For correspondence: gunter.schumann@kcl.ac.uk davo.mango@utsouthwestern.edu p.elliott@imperial.ac.uk
  1. Contributed by David J. Mangelsdorf, October 18, 2016 (sent for review July 11, 2016; reviewed by Robert Adron Harris and Victor Hesselbrock)

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Significance

Alcohol is a widely consumed drug in western societies that can lead to addiction. A small shift in consumption can have dramatic consequences on public health. We performed the largest genome-wide association metaanalysis and replication study to date (>105,000 individuals) and identified a genetic basis for alcohol consumption during nonaddictive drinking. We found that a locus in the gene encoding β-Klotho is associated with alcohol consumption. β-Klotho is an essential receptor component for the endocrine FGFs, FGF19 and FGF21. Using mouse models and pharmacologic administration of FGF21, we show that β-Klotho in the brain controls alcohol drinking. These findings reveal a mechanism regulating alcohol consumption in humans that may be pharmacologically tractable for reducing alcohol intake.

Abstract

Excessive alcohol consumption is a major public health problem worldwide. Although drinking habits are known to be inherited, few genes have been identified that are robustly linked to alcohol drinking. We conducted a genome-wide association metaanalysis and replication study among >105,000 individuals of European ancestry and identified β-Klotho (KLB) as a locus associated with alcohol consumption (rs11940694; P = 9.2 × 10−12). β-Klotho is an obligate coreceptor for the hormone FGF21, which is secreted from the liver and implicated in macronutrient preference in humans. We show that brain-specific β-Klotho KO mice have an increased alcohol preference and that FGF21 inhibits alcohol drinking by acting on the brain. These data suggest that a liver–brain endocrine axis may play an important role in the regulation of alcohol drinking behavior and provide a unique pharmacologic target for reducing alcohol consumption.

  • alcohol consumption
  • human
  • β-Klotho
  • FGF21
  • mouse model

Footnotes

  • ↵1G.S., C. Liu, P.O., H.G., P.S., S.D., S.A.K., D.J.M., C.P.M., D.L., and P.E. contributed equally to this work.

  • ↵2To whom correspondence may be addressed. Email: gunter.schumann{at}kcl.ac.uk, davo.mango{at}utsouthwestern.edu, or p.elliott{at}imperial.ac.uk.
  • Author contributions: G.S., C. Liu, P.S., J. Laitinen, T.S., R. Schmidt, J.M.S., S.T., D.I.B., J.C., D.I.C., T.D., E.d.G., I.D., J.G.E., T.E., O.H.F., P.F., C.G., H.J.G., V.G., U.G., T.B.H., A.-L.H., A.C.H., A.H., C.H., M.-R.J., J.W.J., J.K., J.S.K., T.L., Yongmei Liu, P.A.F.M., N.M., A. Morrison, B. Penninx, N.P., B. Psaty, O.R., P.R., R. Rose, J.I.R., N.J.S., H.S., T.D.S., D. Stott, D. Strachan, I.T., P.v.d.H., C.M.v.D., P.M.-V., N.J.W., J. Wilson, B.W., S.A.K., D.J.M., C.P.M., D.L., and P.E. designed research; P.S. and G.B. performed research; G.S., C. Liu, P.O., H.G., P.S., B.X., B.R., N.A., T.J., S.P., M.S.L., S.A., C.B., S.B., S.C., T.-K.C., S.E., K.F., J.H., S.E.H., S.H., E.H., J.-J.H., A.J., P.K.J., N.K., J. Laitinen, R.L., A.L., J. Luan, L.-P.L., M.M., A. Manichaikul, H.M., Y.M., A. Moayyeri, K.M., C.N., J.N., E.P., R. Rawal, A.R., L.R., C.S., T.S., K.S., R. Scott, A.V.S., J.M.S., A.T., S.T., A.G.U., C.V., A.-C.V., N.V., V.V., D.V., J. Wedenoja, L.Y., B.Y., W.Z., J.H.Z., V.E., C.G., A.C.H., L.H., Z.K., J. Lahti, C. Langenberg, Yongmei Liu, N.M., N.P., D. Strachan, P.V., J.B.W., G.B., E.E., Yun Liu, K.M.R., S.D., S.A.K., D.J.M., C.P.M., D.L., and P.E. analyzed data; C. Liu, S.E.H., N.K., J. Luan, K.M., J.N., C.S., R. Schmidt, J.M.S., A.G.U., C.V., V.V., D.I.B., J.C., D.I.C., E.d.G., I.D., T.E., O.H.F., P.F., V.G., U.G., T.B.H., A.-L.H., A.C.H., L.H., A.H., C.H., M.-R.J., J.W.J., J.K., J.S.K., T.L., Yongmei Liu, P.A.F.M., N.M., A. Morrison, B. Penninx, B. Psaty, O.R., P.R., R. Rose, J.I.R., N.J.S., H.S., D. Stott, D. Strachan, I.T., P.v.d.H., C.M.v.D., P.M.-V., N.J.W., J. Wilson, B.W., G.B., and Yun Liu contributed to data acquisition; and G.S., C. Liu, P.O., H.G., P.S., B.X., B.R., E.E., S.D., S.A.K., D.J.M., C.P.M., D.L., and P.E. wrote the paper.

  • Reviewers: R.A.H., The University of Texas at Austin; and V.H., University of Connecticut Health Center.

  • Conflict of interest statement: B. Psaty serves on the Data and Safety Monitoring Board for a clinical trial funded by the manufacturer (Zoll LifeCor) and the Steering Committee of the Yale Open Data Access project funded by Johnson & Johnson. D.J.M. serves on the scientific advisory board of Metacrine. The other authors report no competing financial interests.

  • Data deposition: The database information reported in this paper has been supplied in Datasets S1 and S2. The gene expression profiling data from the Framingham study used herein are available online in dbGaP (www.ncbi.nlm.nih.gov/gap; accession no. phs000007). The full meta-analysis data for the continuous and dichotomous alcohol consumption traits are available online at the dbGaP CHARGE Summary site (accession no. phs000930).

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1611243113/-/DCSupplemental.

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β-Klotho, FGF21, and alcohol drinking
Gunter Schumann, Chunyu Liu, Paul O’Reilly, He Gao, Parkyong Song, Bing Xu, Barbara Ruggeri, Najaf Amin, Tianye Jia, Sarah Preis, Marcelo Segura Lepe, Shizuo Akira, Caterina Barbieri, Sebastian Baumeister, Stephane Cauchi, Toni-Kim Clarke, Stefan Enroth, Krista Fischer, Jenni Hällfors, Sarah E. Harris, Saskia Hieber, Edith Hofer, Jouke-Jan Hottenga, Åsa Johansson, Peter K. Joshi, Niina Kaartinen, Jaana Laitinen, Rozenn Lemaitre, Anu Loukola, Jian’an Luan, Leo-Pekka Lyytikäinen, Massimo Mangino, Ani Manichaikul, Hamdi Mbarek, Yuri Milaneschi, Alireza Moayyeri, Kenneth Mukamal, Christopher Nelson, Jennifer Nettleton, Eemil Partinen, Rajesh Rawal, Antonietta Robino, Lynda Rose, Cinzia Sala, Takashi Satoh, Reinhold Schmidt, Katharina Schraut, Robert Scott, Albert Vernon Smith, John M. Starr, Alexander Teumer, Stella Trompet, André G. Uitterlinden, Cristina Venturini, Anne-Claire Vergnaud, Niek Verweij, Veronique Vitart, Dragana Vuckovic, Juho Wedenoja, Loic Yengo, Bing Yu, Weihua Zhang, Jing Hua Zhao, Dorret I. Boomsma, John Chambers, Daniel I. Chasman, Toniolo Daniela, Eco de Geus, Ian Deary, Johan G. Eriksson, Tõnu Esko, Volker Eulenburg, Oscar H. Franco, Philippe Froguel, Christian Gieger, Hans J. Grabe, Vilmundur Gudnason, Ulf Gyllensten, Tamara B. Harris, Anna-Liisa Hartikainen, Andrew C. Heath, Lynne Hocking, Albert Hofman, Cornelia Huth, Marjo-Riitta Jarvelin, J. Wouter Jukema, Jaakko Kaprio, Jaspal S. Kooner, Zoltan Kutalik, Jari Lahti, Claudia Langenberg, Terho Lehtimäki, Yongmei Liu, Pamela A. F. Madden, Nicholas Martin, Alanna Morrison, Brenda Penninx, Nicola Pirastu, Bruce Psaty, Olli Raitakari, Paul Ridker, Richard Rose, Jerome I. Rotter, Nilesh J. Samani, Helena Schmidt, Tim D. Spector, David Stott, David Strachan, Ioanna Tzoulaki, Pim van der Harst, Cornelia M. van Duijn, Pedro Marques-Vidal, Peter Vollenweider, Nicholas J. Wareham, John B. Whitfield, James Wilson, Bruce Wolffenbuttel, Georgy Bakalkin, Evangelos Evangelou, Yun Liu, Kenneth M. Rice, Sylvane Desrivières, Steven A. Kliewer, David J. Mangelsdorf, Christian P. Müller, Daniel Levy, Paul Elliott
Proceedings of the National Academy of Sciences Nov 2016, 201611243; DOI: 10.1073/pnas.1611243113

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β-Klotho, FGF21, and alcohol drinking
Gunter Schumann, Chunyu Liu, Paul O’Reilly, He Gao, Parkyong Song, Bing Xu, Barbara Ruggeri, Najaf Amin, Tianye Jia, Sarah Preis, Marcelo Segura Lepe, Shizuo Akira, Caterina Barbieri, Sebastian Baumeister, Stephane Cauchi, Toni-Kim Clarke, Stefan Enroth, Krista Fischer, Jenni Hällfors, Sarah E. Harris, Saskia Hieber, Edith Hofer, Jouke-Jan Hottenga, Åsa Johansson, Peter K. Joshi, Niina Kaartinen, Jaana Laitinen, Rozenn Lemaitre, Anu Loukola, Jian’an Luan, Leo-Pekka Lyytikäinen, Massimo Mangino, Ani Manichaikul, Hamdi Mbarek, Yuri Milaneschi, Alireza Moayyeri, Kenneth Mukamal, Christopher Nelson, Jennifer Nettleton, Eemil Partinen, Rajesh Rawal, Antonietta Robino, Lynda Rose, Cinzia Sala, Takashi Satoh, Reinhold Schmidt, Katharina Schraut, Robert Scott, Albert Vernon Smith, John M. Starr, Alexander Teumer, Stella Trompet, André G. Uitterlinden, Cristina Venturini, Anne-Claire Vergnaud, Niek Verweij, Veronique Vitart, Dragana Vuckovic, Juho Wedenoja, Loic Yengo, Bing Yu, Weihua Zhang, Jing Hua Zhao, Dorret I. Boomsma, John Chambers, Daniel I. Chasman, Toniolo Daniela, Eco de Geus, Ian Deary, Johan G. Eriksson, Tõnu Esko, Volker Eulenburg, Oscar H. Franco, Philippe Froguel, Christian Gieger, Hans J. Grabe, Vilmundur Gudnason, Ulf Gyllensten, Tamara B. Harris, Anna-Liisa Hartikainen, Andrew C. Heath, Lynne Hocking, Albert Hofman, Cornelia Huth, Marjo-Riitta Jarvelin, J. Wouter Jukema, Jaakko Kaprio, Jaspal S. Kooner, Zoltan Kutalik, Jari Lahti, Claudia Langenberg, Terho Lehtimäki, Yongmei Liu, Pamela A. F. Madden, Nicholas Martin, Alanna Morrison, Brenda Penninx, Nicola Pirastu, Bruce Psaty, Olli Raitakari, Paul Ridker, Richard Rose, Jerome I. Rotter, Nilesh J. Samani, Helena Schmidt, Tim D. Spector, David Stott, David Strachan, Ioanna Tzoulaki, Pim van der Harst, Cornelia M. van Duijn, Pedro Marques-Vidal, Peter Vollenweider, Nicholas J. Wareham, John B. Whitfield, James Wilson, Bruce Wolffenbuttel, Georgy Bakalkin, Evangelos Evangelou, Yun Liu, Kenneth M. Rice, Sylvane Desrivières, Steven A. Kliewer, David J. Mangelsdorf, Christian P. Müller, Daniel Levy, Paul Elliott
Proceedings of the National Academy of Sciences Nov 2016, 201611243; DOI: 10.1073/pnas.1611243113
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