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

Author

Listed:
  • Magnus Johannesson
  • David I. Laibson
  • Sarah E. Medland

    (Queensland Institute of Medical Research)

  • Michelle N. Meyer
  • Joseph K. Pickrell
  • Tõnu Esko
  • Robert F. Krueger
  • Jonathan P. Beauchamp
  • Philipp D. Koellinger
  • Daniel J. Benjamin
  • Meike Bartels
  • David Cesarini
  • Aysu Okbay
  • Bart M. L. Baselmans
  • Jan-Emmanuel de Neve
  • Patrick Turley

    (Massachusetts General Hospital [Boston])

  • Michel G. Nivard
  • Mark Alan Fontana
  • S. Fleur W. Meddens
  • Richard Karlsson Linnér
  • Cornelius A. Rietveld
  • Jaime Derringer
  • Jacob Gratten

    (UQ [All campuses : Brisbane, Dutton Park Gatton, Herston, St Lucia and other locations] - The University of Queensland)

  • James J. Lee
  • Jimmy Z. Liu
  • Ronald De Vlaming
  • Tarunveer S. Ahluwalia
  • Jadwiga Buchwald
  • Alana Cavadino
  • Alexis C. Frazier-Wood
  • Nicholas A. Furlotte
  • Victoria Garfield
  • Marie Henrike Geisel
  • Juan R. Gonzalez

    (CREAL - Center for Research in Environmental Epidemiology - UPF - Universitat Pompeu Fabra [Barcelona] - Catalunya ministerio de salud, UPF - Universitat Pompeu Fabra [Barcelona], CIBERESP - Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública = Consortium for Biomedical Research of Epidemiology and Public Health)

  • Saskia Haitjema
  • Robert Karlsson
  • Sander W. van Der Laan
  • Karl-Heinz Ladwig
  • Jari Lahti
  • Sven J. van Der Lee
  • Penelope A. Lind
  • Tian Liu

    (ISM - Institut des Sciences Moléculaires - Université Montesquieu - Bordeaux 4 - UB - Université Sciences et Technologies - Bordeaux 1 - École Nationale Supérieure de Chimie et de Physique de Bordeaux (ENSCPB) - INC-CNRS - Institut de Chimie - CNRS Chimie - CNRS - Centre National de la Recherche Scientifique)

  • Lindsay Matteson
  • Evelin Mihailov
  • Michael B. Miller
  • Camelia C. Minica
  • Ilja M. Nolte
  • Dennis Mook-Kanamori
  • Peter J. van Der Most
  • Christopher Oldmeadow
  • Yong Qian
  • Olli Raitakari

    (Tampere University Hospital, University of Turku)

  • Rajesh Rawal

    (King‘s College London)

  • Anu Realo
  • Rico Rueedi
  • Börge Schmidt
  • Albert V. Smith
  • Evie Stergiakouli
  • Toshiko Tanaka
  • Kent Taylor
  • Gudmar Thorleifsson
  • Juho Wedenoja

    (Helsingin yliopisto = Helsingfors universitet = University of Helsinki)

  • Juergen Wellmann
  • Harm-Jan Westra
  • Sara M. Willems
  • Wei Zhao

    (AP-HP Hôpital universitaire Robert-Debré [Paris] - AP-HP - Assistance publique - Hôpitaux de Paris (AP-HP))

  • Lifelines Cohort Study
  • Najaf Amin
  • Andrew Bakshi
  • Sven Bergmann

    (UNIL - Université de Lausanne = University of Lausanne)

  • Gyda Bjornsdottir
  • Patricia A. Boyle
  • Samantha Cherney
  • Simon R. Cox

    (BCU - Birmingham City University)

  • Gail Davies
  • Oliver S. P. Davis
  • Jun Ding
  • Nese Direk
  • Peter Eibich
  • Rebecca T. Emeny
  • Ghazaleh Fatemifar
  • Jessica D. Faul
  • Luigi Ferrucci
  • Andreas J. Forstner
  • Christian Gieger

    (Helmholtz Zentrum München = German Research Center for Environmental Health)

  • Richa Gupta
  • Tamara B. Harris
  • Juliette M. Harris
  • Elizabeth G. Holliday
  • Jouke-Jan Hottenga

    (King‘s College London)

  • Philip L. de Jager
  • Marika A. Kaakinen
  • Eero Kajantie
  • Ville Karhunen
  • Ivana Kolcic
  • Meena Kumari

    (Department of Epidemiology and Public Health - UCL - University College of London [London])

  • Lenore J. Launer

    (Donders Institute for Brain, Cognition and Behaviour - Radboud University [Nijmegen])

  • Lude Franke
  • Ruifang Li-Gao
  • David C. Liewald

    (Edin. - University of Edinburgh)

  • Marisa Koini
  • Anu Loukola
  • Pedro Marques-Vidal
  • Grant W. Montgomery

    (Queensland Institute of Medical Research)

  • Miriam A. Mosing
  • Lavinia Paternoster
  • Alison Pattie
  • Katja E. Petrovic
  • Laura Pulkki-Rr Aback
  • Lydia Quaye
  • Katri Räikkönen
  • Igor Rudan
  • Rodney J. Scott
  • Jennifer A. Smith
  • Angelina R. Sutin

    (FSU - Florida State University [Tallahassee])

  • Maciej Trzaskowski
  • Anna E. Vinkhuyzen
  • Lei Yu

    (Wuhan University [China])

  • Delilah Zabaneh
  • John R. Attia
  • David A. Bennett

    (Rush University Medical Center [Chicago])

  • Klaus Berger
  • Lars Bertram
  • Dorret I. Boomsma
  • Harold Snieder
  • Shun-Chiao Chang
  • Francesco Cucca
  • Ian J. Deary
  • Cornelia M. Van Duijn

    (Department of Epidemiology [Rotterdam] - Erasmus MC - Erasmus University Medical Center [Rotterdam])

  • Johan G. Eriksson
  • Ute Bültmann
  • Eco J. C. De Geus
  • Patrick J. F. Groenen

    (Erasmus University Rotterdam)

  • Vilmundur Gudnason
  • Torben Hansen
  • Catharine A. Hartman
  • Claire M. A. Haworth
  • Caroline Hayward
  • Andrew C. Heath
  • David A. Hinds
  • Elina Hyppönen
  • William G. Iacono
  • Marjo-Riitta Järvelin
  • Karl-Heinz Jöckel
  • Jaakko Kaprio

    (National Institute for Health and Welfare [Helsinki])

  • Sharon L. R. Kardia
  • Liisa Keltikangas-Järvinen
  • Peter Kraft
  • Laura D. Kubzansky
  • Terho Lehtimäki
  • Patrik K. E. Magnusson
  • Nicholas G. Martin
  • Matt Mcgue
  • Andres Metspalu
  • Melinda Mills
  • Renée De Mutsert
  • Albertine J. Oldehinkel
  • Gerard Pasterkamp
  • Nancy L. Pedersen

    (MEB - Department of Medical Epidemiology and Biostatistics - Karolinska Institutet [Stockholm])

  • Robert Plomin
  • Ozren Polasek
  • Christine Power
  • Stephen S. Rich
  • Frits R. Rosendaal
  • Hester M. Den Ruijter
  • David Schlessinger
  • Helena Schmidt

    (Dpt of Pharmacology and Personalised Medicine [Maastricht] - Maastricht University [Maastricht])

  • Rauli Svento
  • Reinhold Schmidt
  • Behrooz Z. Alizadeh
  • Thorkild I. A. Sørensen
  • Tim D. Spector
  • John M. Starr
  • Kari Stefansson
  • Andrew Steptoe

    (Department of Epidemiology and Public Health - UCL - University College of London [London])

  • Antonio Terracciano

    (FSU - Florida State University [Tallahassee])

  • Unnur Thorsteinsdottir
  • A. Roy Thurik

    (Erasmus University Rotterdam, MRM - Montpellier Research in Management - UPVM - Université Paul-Valéry - Montpellier 3 - UPVD - Université de Perpignan Via Domitia - Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School - UM - Université de Montpellier)

  • Nicholas J. Timpson
  • Henning Tiemeier
  • André G. Uitterlinden

    (Erasmus MC - Erasmus University Medical Center [Rotterdam])

  • Peter Vollenweider
  • Gert G. Wagner
  • David R. Weir
  • Jian Yang
  • Dalton C. Conley
  • George Davey Smith
  • Albert Hofman

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 (\textbarρ^\textbar ? 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.

Suggested Citation

  • Magnus Johannesson & David I. Laibson & Sarah E. Medland & Michelle N. Meyer & Joseph K. Pickrell & Tõnu Esko & Robert F. Krueger & Jonathan P. Beauchamp & Philipp D. Koellinger & Daniel J. Benjamin &, 2016. "Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses," Post-Print hal-02017373, HAL.
  • Handle: RePEc:hal:journl:hal-02017373
    DOI: 10.1038/ng.3552
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    Citations

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    Cited by:

    1. Cornelius A. Rietveld & Eric A.W. Slob & A. Roy Thurik, 2021. "A decade of research on the genetics of entrepreneurship: a review and view ahead," Small Business Economics, Springer, vol. 57(3), pages 1303-1317, October.
    2. Margot P. Weijer & Dirk H. M. Pelt & Lianne P. Vries & Bart M. L. Baselmans & Meike Bartels, 2022. "A Re-evaluation of Candidate Gene Studies for Well-Being in Light of Genome-Wide Evidence," Journal of Happiness Studies, Springer, vol. 23(6), pages 3031-3053, August.
    3. Menta, Giorgia & Lepinteur, Anthony & Clark, Andrew E. & Ghislandi, Simone & D’Ambrosio, Conchita, 2021. "Maternal depression and child human capital: A genetic instrumental-variable approach," CEPREMAP Working Papers (Docweb) 2107, CEPREMAP.
    4. Mohsen Joshanloo, 2022. "Longitudinal Relations Between Depressive Symptoms and Life Satisfaction Over 15 Years," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(5), pages 3115-3130, October.
    5. Masahiro Matsunaga & Takahiko Masuda & Keiko Ishii & Yohsuke Ohtsubo & Yasuki Noguchi & Misaki Ochi & Hidenori Yamasue, 2018. "Culture and cannabinoid receptor gene polymorphism interact to influence the perception of happiness," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-17, December.
    6. Thomas Buser & Rafael Ahlskog & Magnus Johannesson & Sven Oskarsson, 2022. "Occupational sorting on genes," Tinbergen Institute Discussion Papers 22-062/I, Tinbergen Institute, revised 29 Mar 2023.
    7. Das, Aniruddha, 2019. "Genes, depressive symptoms, and chronic stressors: A nationally representative longitudinal study in the United States," Social Science & Medicine, Elsevier, vol. 242(C).
    8. Blanchflower, David G. & Bryson, Alex, 2022. "Taking the pulse of nations: A biometric measure of well-being," Economics & Human Biology, Elsevier, vol. 46(C).
    9. Menta, Giorgia & Lepinteur, Anthony & Clark, Andrew E. & Ghislandi, Simone & D'Ambrosio, Conchita, 2023. "Maternal genetic risk for depression and child human capital," Journal of Health Economics, Elsevier, vol. 87(C).
    10. Amin, Vikesh & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2020. "The impact of BMI on mental health: Further evidence from genetic markers," Economics & Human Biology, Elsevier, vol. 38(C).
    11. Andrea G Allegrini & Ville Karhunen & Jonathan R I Coleman & Saskia Selzam & Kaili Rimfeld & Sophie von Stumm & Jean-Baptiste Pingault & Robert Plomin, 2020. "Multivariable G-E interplay in the prediction of educational achievement," PLOS Genetics, Public Library of Science, vol. 16(11), pages 1-20, November.
    12. Nagel, Mats, 2020. "Changing perspectives: Towards detailed phenotyping in genetics," Thesis Commons a4nz2, Center for Open Science.
    13. Lianne P. Vries & Bart M. L. Baselmans & Meike Bartels, 2021. "Smartphone-Based Ecological Momentary Assessment of Well-Being: A Systematic Review and Recommendations for Future Studies," Journal of Happiness Studies, Springer, vol. 22(5), pages 2361-2408, June.
    14. Xuefeng Li & Han Yang & Jin Jia, 2022. "Impact of energy poverty on cognitive and mental health among middle-aged and older adults in China," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-13, December.
    15. Viinikainen, Jutta & Bryson, Alex & Böckerman, Petri & Kari, Jaana T. & Lehtimäki, Terho & Raitakari, Olli & Viikari, Jorma & Pehkonen, Jaakko, 2022. "Does better education mitigate risky health behavior? A mendelian randomization study," Economics & Human Biology, Elsevier, vol. 46(C).
    16. Bernd Lachmann & Anna Doebler & Cornelia Sindermann & Rayna Sariyska & Andrew Cooper & Heidrun Haas & Christian Montag, 2021. "The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter," Journal of Happiness Studies, Springer, vol. 22(1), pages 305-322, January.
    17. Yingying Jiang & Chan Lu & Jing Chen & Yufeng Miao & Yuguo Li & Qihong Deng, 2022. "Happiness in University Students: Personal, Familial, and Social Factors: A Cross-Sectional Questionnaire Survey," IJERPH, MDPI, vol. 19(8), pages 1-12, April.

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