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Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses

Authors :
Sharon L.R. Kardia
Melinda Mills
Ian J. Deary
Sven Bergmann
Magnus Johannesson
Igor Rudan
Nicholas J. Timpson
Richa Gupta
Hester M. den Ruijter
Rico Rueedi
Lars Bertram
Juliette Harris
Jennifer A. Smith
Eero Kajantie
Jian Yang
David C. Liewald
Ronald de Vlaming
Anu Realo
Jessica D. Faul
Patrik K. E. Magnusson
Jadwiga Buchwald
Philip L. De Jager
Rajesh Rawal
Marisa Koini
K. Petrovic
Unnur Thorsteinsdottir
Pedro Marques-Vidal
Roy Thurik
Evie Stergiakouli
Ivana Kolcic
William G. Iacono
Laura D. Kubzansky
Jaakko Kaprio
Behrooz Z. Alizadeh
Samantha Cherney
Reinhold Schmidt
Vilmundur Gudnason
Nicholas A. Furlotte
Nicholas G. Martin
Delilah Zabaneh
Rebecca T. Emeny
Eco J. C. de Geus
Klaus Berger
Lude Franke
Sven J. van der Lee
S. Fleur W. Meddens
Bart M. L. Baselmans
Dalton Conley
Jouke-Jan Hottenga
David A. Bennett
Saskia Haitjema
Jun Ding
Elina Hyppönen
Kari Stefansson
Henning Tiemeier
Grant W. Montgomery
Michelle N. Meyer
James J. Lee
Aysu Okbay
Lei Yu
Gyda Bjornsdottir
Marie Henrike Geisel
Albertine J. Oldehinkel
Liisa Keltikangas-Järvinen
George Davey Smith
Harold Snieder
Juho Wedenoja
Frits R. Rosendaal
Michel G. Nivard
Simon R. Cox
Christine Power
Dorret I. Boomsma
Börge Schmidt
David A. Hinds
Philipp Koellinger
Harm-Jan Westra
Terho Lehtimäki
Alison Pattie
Jan-Emmanuel De Neve
Torben Hansen
John M. Starr
Albert V. Smith
Antonio Terracciano
Juergen Wellmann
Albert Hofman
Katri Räikkönen
Patrick Turley
Andrew Steptoe
Jimmy Z. Liu
Evelin Mihailov
Jari Lahti
Marika Kaakinen
David R. Weir
Cornelia M. van Duijn
Maciej Trzaskowski
David Cesarini
Najaf Amin
Lydia Quaye
Sara M. Willems
Ghazaleh Fatemifar
Christopher Oldmeadow
Ville Karhunen
Alana Cavadino
Juan R. González
Caroline Hayward
Penelope A. Lind
Tamara B. Harris
Jaime Derringer
Camelia C. Minică
Jacob Gratten
Patrick J. F. Groenen
Ozren Polasek
Anu Loukola
Peter Vollenweider
Christian Gieger
Rodney J. Scott
Lindsay K. Matteson
Meike Bartels
Andrew Bakshi
David Laibson
Andrew C. Heath
Daniel J. Benjamin
Stephen S. Rich
Claire M. A. Haworth
C.A. Hartman
Angelina R. Sutin
Tian Liu
Johan G. Eriksson
Robert Plomin
Francesco Cucca
John Attia
Tarunveer S. Ahluwalia
Andreas J. Forstner
Gudmar Thorleifsson
Rauli Svento
Ute Bültmann
Olli T. Raitakari
Karl-Heinz Jöckel
Mark Alan Fontana
Oliver S. P. Davis
Yong Qian
Anna A. E. Vinkhuyzen
Wei Zhao
Elizabeth G. Holliday
Andres Metspalu
Alexis C. Frazier-Wood
Meena Kumari
Nese Direk
Miriam A. Mosing
Ilja M. Nolte
Sander W. van der Laan
Matt McGue
Tim D. Spector
Marjo-Riitta Järvelin
Peter Eibich
Nancy L. Pedersen
David Schlessinger
Toshiko Tanaka
Dennis O. Mook-Kanamori
Luigi Ferrucci
Gerard Pasterkamp
Jonathan P. Beauchamp
Robert Karlsson
Lenore J. Launer
Helena Schmidt
Renée de Mutsert
Gert G. Wagner
Peter Kraft
Joseph K. Pickrell
Thorkild I. A. Sørensen
André G. Uitterlinden
Patricia A. Boyle
Cornelius A. Rietveld
Robert F. Krueger
Karl-Heinz Ladwig
Michael B. Miller
Sarah E. Medland
Tõnu Esko
Kent D. Taylor
Lavinia Paternoster
Peter J. van der Most
Richard Karlsson Linnér
Laura Pulkki-Råback
Gail Davies
Victoria Garfield
Shun-Chiao Chang
Ruifang Li-Gao
Applied Economics
Pathology
Epidemiology
Public Health
Child and Adolescent Psychiatry / Psychology
Psychiatry
Internal Medicine
Ophthalmology
Social Science Genetic Association Consortium (SSGAC)
CHARGE Consortium
Okbay, Aysu
Baselmans, Bart ML
De Neve, Jan-Emmanuel
Turley, Patrick
Hyppönen, Elina
Cesarini, David
EMGO+ - Mental Health
Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep
Complex Trait Genetics
Biological Psychology
Functional Genomics
Economics
Amsterdam Neuroscience - Complex Trait Genetics
Queensland Institute of Medical Research
Massachusetts General Hospital [Boston]
University of Queensland [Brisbane]
Center for Research in Environmental Epidemiology (CREAL)
Universitat Pompeu Fabra [Barcelona] (UPF)-Catalunya ministerio de salud
Universitat Pompeu Fabra [Barcelona] (UPF)
CIBER de Epidemiología y Salud Pública (CIBERESP)
Institut des Sciences Moléculaires (ISM)
Centre National de la Recherche Scientifique (CNRS)-École Nationale Supérieure de Chimie et de Physique de Bordeaux (ENSCPB)-Université Sciences et Technologies - Bordeaux 1-Université Montesquieu - Bordeaux 4-Institut de Chimie du CNRS (INC)
Tampere University Hospital
University of Turku
King‘s College London
University of Helsinki
AP-HP Hôpital universitaire Robert-Debré [Paris]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)
Université de Lausanne (UNIL)
Birmingham City University (BCU)
Helmholtz-Zentrum München (HZM)
Department of Epidemiology and Public Health
University College of London [London] (UCL)
Donders Institute for Brain, Cognition and Behaviour
Radboud university [Nijmegen]
University of Edinburgh
Florida State University [Tallahassee] (FSU)
Wuhan University [China]
Rush University Medical Center [Chicago]
Department of Epidemiology [Rotterdam]
Erasmus University Medical Center [Rotterdam] (Erasmus MC)
Erasmus University Rotterdam
National Institute for Health and Welfare [Helsinki]
Department of Medical Epidemiology and Biostatistics (MEB)
Karolinska Institutet [Stockholm]
Dpt of Pharmacology and Personalised Medicine [Maastricht]
Maastricht University [Maastricht]
Montpellier Research in Management (MRM)
Université Montpellier 1 (UM1)-Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School-Université Paul-Valéry - Montpellier 3 (UPVM)-Université de Montpellier (UM)-Université Montpellier 2 - Sciences et Techniques (UM2)-Université de Perpignan Via Domitia (UPVD)
Université Montesquieu - Bordeaux 4-Université Sciences et Technologies - Bordeaux 1-École Nationale Supérieure de Chimie et de Physique de Bordeaux (ENSCPB)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)
Helsingin yliopisto = Helsingfors universitet = University of Helsinki
Université Paul-Valéry - Montpellier 3 (UPVM)-Université de Perpignan Via Domitia (UPVD)-Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School-Université de Montpellier (UM)
Life Course Epidemiology (LCE)
Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI)
Public Health Research (PHR)
Sociology/ICS
Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE)
Stem Cell Aging Leukemia and Lymphoma (SALL)
Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET)
LifeLines Cohort Study
Source :
Nature Genetics, 48(6), 624-633. Nature Publishing Group, Okbay, A, Baselmans, B M L, de Neve, J E, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Karlsson Linnér, R, Rietveld, C A, Derringer, J, de Vlaming, R, Minica, C C, Hottenga, J J, Vinkhuyzen, A A E, Boomsma, D I, de Geus, E J C, Medland, S E, Meyer, M N, Pickrell, J K, Esko, T, Krueger, R F, Beauchamp, J, Koellinger, P D, Benjamin, D J, Bartels, M & Cesarini, D 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses. ', Nature Genetics, vol. 48, no. 6, pp. 624-633 . https://doi.org/10.1038/ng.3552, Okbay, A, Baselmans, B M L, De Neve, J, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Linnér, R K, Rietveld, C A, Derringer, J, Gratten, J, Lees, J, Liu, J Z, De Vlaming, R, Ahluwalia, T S, Buchwald, J, Cavadino, A, Frazier-wood, A C, Furlotte, N A, Garfield, V, Geisel, M H, Gonzalez, J R, Haitjema, S, Karlsson, R, Van Der Laan, S W, Ladwig, K, Lahti, J, Van Der Lee, S J, Lind, P A, Liu, T, Matteson, L, Mihailov, E, Miller, M B, Minica, C C, Nolte, I M, Mook-kanamori, D, Van Der Most, P J, Oldmeadow, C, Qian, Y, Raitakari, O, Rawal, R, Realo, A, Rueedi, R, Schmidt, B, Smith, A V, Stergiakouli, E, Tanaka, T, Taylor, K, Wedenoja, J, Wellmann, J, Westra, H, Willems, S M, Zhao, W, Amin, N, Bakshi, A, Boyle, P A, Cherney, S, Cox, S R, Davies, G, Davis, O S P, Ding, J, Direk, N, Eibich, P, Emeny, R T, Fatemifar, G, Faul, J D, Ferrucci, L, Forstner, A, Gieger, C, Gupta, R, Harris, T B, Harris, J M, Holliday, E G, Hottenga, J, De Jager, P L, Kaakinen, M A, Kajantie, E, Karhunen, V, Kolcic, I, Kumari, M, Launer, L J, Franke, L, Li-gao, R, Koini, M, Loukola, A, Marques-vidal, P, Montgomery, G W, Mosing, M A, Paternoster, L, Pattie, A, Petrovic, K E, Pulkki-råback, L, Quaye, L, Räikkönen, K, Rudan, I, Scott, R J, Smith, J A, Sutin, A R, Trzaskowski, M, Vinkhuyzen, A E, Yu, L, Zabaneh, D, Attia, J R, Bennett, D A, Berger, K, Bertram, L, Boomsma, D I, Snieder, H, Chang, S, Cucca, F, Deary, I J, Van Duijn, C M, Eriksson, J G, Bültmann, U, De Geus, E J C, Groenen, P J F, Gudnason, V, Hansen, T, Hartman, C A, Haworth, C M A, Hayward, C, Heath, A C, Hinds, D A, Hyppönen, E, Iacono, W G, Järvelin, M, Jöckel, K, Kaprio, J, Kardia, S L R, Keltikangas-järvinen, L, Kraft, P, Kubzansky, L D, Lehtimäki, T, Magnusson, P K E, Martin, N G, Mcgue, M, Metspalu, A, Mills, M, De Mutsert, R, Oldehinkel, A J, Pasterkamp, G, Pedersen, N L, Plomin, R, Polasek, O, Power, C, Rich, S S, Rosendaal, F R, Den Ruijter, H M, Schlessinger, D, Schmidt, H, Svento, R, Schmidt, R, Alizadeh, B Z, Sørensen, T I A, Spector, T D, Steptoe, A, Terracciano, A, Thurik, A R, Timpson, N J, Tiemeier, H, Uitterlinden, A G, Vollenweider, P, Wagner, G G, Weir, D R, Yang, J, Conley, D C, Smith, G D, Hofman, A, Johannesson, M, Laibson, D I, Medland, S E, Meyer, M N, Pickrell, J K, Esko, T, Krueger, R F, Beauchamp, J P, Koellinger, P D, Benjamin, D J, Bartels, M & Cesarini, D 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses ', Nature Genetics . https://doi.org/10.1038/ng.3552, Nature Genetics, Nature Genetics, Nature Publishing Group, 2016, 48 (6), pp.624--633. ⟨10.1038/ng.3552⟩, Okbay, A, Baselmans, B M L, De Neve, J-E, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Linnér, R K, Rietveld, C A, Derringer, J, Gratten, J, Lee, J J, Liu, J Z, de Vlaming, R, Ahluwalia, T S, Buchwald, J, Cavadino, A, Frazier-Wood, A C, Furlotte, N A, Garfield, V, Geisel, M H, Gonzalez, J R, Haitjema, S, Karlsson, R, van der Laan, S W, Ladwig, K-H, Lahti, J, van der Lee, S J, Lind, P A, Liu, T, Matteson, L, Mihailov, E, Miller, M B, Minica, C C, Nolte, I M, Mook-Kanamori, D, van der Most, P J, Oldmeadow, C, Qian, Y, Raitakari, O, Rawal, R, Stergiakouli, E, Davis, O S P, Fatemifar, G, Paternoster, L, Haworth, C M A, Sorensen, T, Timpson, N J, Smith, G D, Medland, S E 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses ', Nature Genetics, vol. 48, no. 6, pp. 624-633 . https://doi.org/10.1038/ng.3552, Nature Genetics, 48(6), 624. Nature Publishing Group, Nature Genetics, Nature Publishing Group, 2016, 48 (6), pp.624-633. ⟨10.1038/ng.3552⟩, Nature Genetics, 48(6), 624-636. Nature Publishing Group, Nature Genetics, 48(6), 624, Nature genetics, vol. 48, no. 6, pp. 624-633
Publication Year :
2016

Abstract

Very few genetic variants have been associated with depression and neuroticism, likely because of limitations on sample size in previous studies. Subjective well-being, a phenotype that is genetically correlated with both of these traits, has not yet been studied with genome-wide data. We conducted genome-wide association studies of three phenotypes: subjective well-being (n = 298,420), depressive symptoms (n = 161,460), and neuroticism (n = 170,911). We identify 3 variants associated with subjective well-being, 2 variants associated with depressive symptoms, and 11 variants associated with neuroticism, including 2 inversion polymorphisms. The two loci associated with depressive symptoms replicate in an independent depression sample. Joint analyses that exploit the high genetic correlations between the phenotypes (vertical bar(p) over cap vertical bar approximate to 0.8) strengthen the overall credibility of the findings and allow us to identify additional variants. Across our phenotypes, loci regulating expression in central nervous system and adrenal or pancreas tissues are strongly enriched for association.

Details

Language :
English
ISSN :
10614036 and 15461718
Database :
OpenAIRE
Journal :
Nature Genetics, 48(6), 624-633. Nature Publishing Group, Okbay, A, Baselmans, B M L, de Neve, J E, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Karlsson Linnér, R, Rietveld, C A, Derringer, J, de Vlaming, R, Minica, C C, Hottenga, J J, Vinkhuyzen, A A E, Boomsma, D I, de Geus, E J C, Medland, S E, Meyer, M N, Pickrell, J K, Esko, T, Krueger, R F, Beauchamp, J, Koellinger, P D, Benjamin, D J, Bartels, M & Cesarini, D 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses. ', Nature Genetics, vol. 48, no. 6, pp. 624-633 . https://doi.org/10.1038/ng.3552, Okbay, A, Baselmans, B M L, De Neve, J, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Linnér, R K, Rietveld, C A, Derringer, J, Gratten, J, Lees, J, Liu, J Z, De Vlaming, R, Ahluwalia, T S, Buchwald, J, Cavadino, A, Frazier-wood, A C, Furlotte, N A, Garfield, V, Geisel, M H, Gonzalez, J R, Haitjema, S, Karlsson, R, Van Der Laan, S W, Ladwig, K, Lahti, J, Van Der Lee, S J, Lind, P A, Liu, T, Matteson, L, Mihailov, E, Miller, M B, Minica, C C, Nolte, I M, Mook-kanamori, D, Van Der Most, P J, Oldmeadow, C, Qian, Y, Raitakari, O, Rawal, R, Realo, A, Rueedi, R, Schmidt, B, Smith, A V, Stergiakouli, E, Tanaka, T, Taylor, K, Wedenoja, J, Wellmann, J, Westra, H, Willems, S M, Zhao, W, Amin, N, Bakshi, A, Boyle, P A, Cherney, S, Cox, S R, Davies, G, Davis, O S P, Ding, J, Direk, N, Eibich, P, Emeny, R T, Fatemifar, G, Faul, J D, Ferrucci, L, Forstner, A, Gieger, C, Gupta, R, Harris, T B, Harris, J M, Holliday, E G, Hottenga, J, De Jager, P L, Kaakinen, M A, Kajantie, E, Karhunen, V, Kolcic, I, Kumari, M, Launer, L J, Franke, L, Li-gao, R, Koini, M, Loukola, A, Marques-vidal, P, Montgomery, G W, Mosing, M A, Paternoster, L, Pattie, A, Petrovic, K E, Pulkki-råback, L, Quaye, L, Räikkönen, K, Rudan, I, Scott, R J, Smith, J A, Sutin, A R, Trzaskowski, M, Vinkhuyzen, A E, Yu, L, Zabaneh, D, Attia, J R, Bennett, D A, Berger, K, Bertram, L, Boomsma, D I, Snieder, H, Chang, S, Cucca, F, Deary, I J, Van Duijn, C M, Eriksson, J G, Bültmann, U, De Geus, E J C, Groenen, P J F, Gudnason, V, Hansen, T, Hartman, C A, Haworth, C M A, Hayward, C, Heath, A C, Hinds, D A, Hyppönen, E, Iacono, W G, Järvelin, M, Jöckel, K, Kaprio, J, Kardia, S L R, Keltikangas-järvinen, L, Kraft, P, Kubzansky, L D, Lehtimäki, T, Magnusson, P K E, Martin, N G, Mcgue, M, Metspalu, A, Mills, M, De Mutsert, R, Oldehinkel, A J, Pasterkamp, G, Pedersen, N L, Plomin, R, Polasek, O, Power, C, Rich, S S, Rosendaal, F R, Den Ruijter, H M, Schlessinger, D, Schmidt, H, Svento, R, Schmidt, R, Alizadeh, B Z, Sørensen, T I A, Spector, T D, Steptoe, A, Terracciano, A, Thurik, A R, Timpson, N J, Tiemeier, H, Uitterlinden, A G, Vollenweider, P, Wagner, G G, Weir, D R, Yang, J, Conley, D C, Smith, G D, Hofman, A, Johannesson, M, Laibson, D I, Medland, S E, Meyer, M N, Pickrell, J K, Esko, T, Krueger, R F, Beauchamp, J P, Koellinger, P D, Benjamin, D J, Bartels, M & Cesarini, D 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses ', Nature Genetics . https://doi.org/10.1038/ng.3552, Nature Genetics, Nature Genetics, Nature Publishing Group, 2016, 48 (6), pp.624--633. ⟨10.1038/ng.3552⟩, Okbay, A, Baselmans, B M L, De Neve, J-E, Turley, P, Nivard, M G, Fontana, M A, Meddens, S F W, Linnér, R K, Rietveld, C A, Derringer, J, Gratten, J, Lee, J J, Liu, J Z, de Vlaming, R, Ahluwalia, T S, Buchwald, J, Cavadino, A, Frazier-Wood, A C, Furlotte, N A, Garfield, V, Geisel, M H, Gonzalez, J R, Haitjema, S, Karlsson, R, van der Laan, S W, Ladwig, K-H, Lahti, J, van der Lee, S J, Lind, P A, Liu, T, Matteson, L, Mihailov, E, Miller, M B, Minica, C C, Nolte, I M, Mook-Kanamori, D, van der Most, P J, Oldmeadow, C, Qian, Y, Raitakari, O, Rawal, R, Stergiakouli, E, Davis, O S P, Fatemifar, G, Paternoster, L, Haworth, C M A, Sorensen, T, Timpson, N J, Smith, G D, Medland, S E 2016, ' Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses ', Nature Genetics, vol. 48, no. 6, pp. 624-633 . https://doi.org/10.1038/ng.3552, Nature Genetics, 48(6), 624. Nature Publishing Group, Nature Genetics, Nature Publishing Group, 2016, 48 (6), pp.624-633. ⟨10.1038/ng.3552⟩, Nature Genetics, 48(6), 624-636. Nature Publishing Group, Nature Genetics, 48(6), 624, Nature genetics, vol. 48, no. 6, pp. 624-633
Accession number :
edsair.doi.dedup.....09631da06060827d38404c7b057deb48
Full Text :
https://doi.org/10.1038/ng.3552