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

Daniel Benjamin, Meike Bartels, Philipp Koellinger and colleagues report a genome-wide association meta-analysis of subjective well-being, depressive symptoms and neuroticism. The study leverages a large sample size together with genetic correlations between the phenotypes to identify, with high con...

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Published in:IDEAS Working Paper Series from RePEc Vol. 48; no. 6; pp. 624 - 633
Main Authors: Okbay, Aysu, Baselmans, Bart M L, De Neve, Jan-Emmanuel, Turley, Patrick, Nivard, Michel G, Fontana, Mark Alan, Linnér, Richard Karlsson, Gratten, Jacob, Buchwald, Jadwiga, Cavadino, Alana, Frazier-Wood, Alexis C, Furlotte, Nicholas A, Gonzalez, Juan R, Haitjema, Saskia, Karlsson, Robert, van der Laan, Sander W, Ladwig, Karl-Heinz, Lahti, Jari, van der Lee, Sven J, Lind, Penelope A, Minica, Camelia C, Nolte, Ilja M, Raitakari, Olli, Rawal, Rajesh, Stergiakouli, Evie, Taylor, Kent, Wedenoja, Juho, Wellmann, Juergen, Zhao, Wei, Amin, Najaf, Bakshi, Andrew, Cherney, Samantha, Cox, Simon R, Davis, Oliver S P, Ding, Jun, Eibich, Peter, Emeny, Rebecca T, Forstner, Andreas J, Gupta, Richa, Harris, Tamara B, Harris, Juliette M, Holliday, Elizabeth G, De Jager, Philip L, Kaakinen, Marika A, Kajantie, Eero, Kolcic, Ivana, Launer, Lenore J, Franke, Lude, Li-Gao, Ruifang, Koini, Marisa, Loukola, Anu, Montgomery, Grant W, Paternoster, Lavinia, Pattie, Alison, Petrovic, Katja E, Pulkki-Råback, Laura, Quaye, Lydia, Rudan, Igor, Scott, Rodney J, Vinkhuyzen, Anna E, Zabaneh, Delilah, Bennett, David A, Berger, Klaus, Bertram, Lars, Boomsma, Dorret I, Cucca, Francesco, Deary, Ian J, van Duijn, Cornelia M, Eriksson, Johan G, de Geus, Eco J C, Hartman, Catharine A, Hayward, Caroline, Hinds, David A, Iacono, William G, Kaprio, Jaakko, Keltikangas-Järvinen, Liisa, Kubzansky, Laura D, Lehtimäki, Terho, Magnusson, Patrik K E, Pasterkamp, Gerard, Power, Christine, Rich, Stephen S, Schmidt, Helena, Svento, Rauli, Schmidt, Reinhold, Sørensen, Thorkild I A, Stefansson, Kari, Terracciano, Antonio, Tiemeier, Henning, Wagner, Gert G, Yang, Jian, Smith, George Davey, Hofman, Albert, Johannesson, Magnus, Laibson, David I, Meyer, Michelle N, Beauchamp, Jonathan P, Koellinger, Philipp D, Bartels, Meike, Cesarini, David
Format: Journal Article Paper
Language:English
Published: New York Nature Publishing Group US 01.06.2016
Nature Publishing Group
Federal Reserve Bank of St. Louis
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ISSN:1061-4036, 1546-1718, 1546-1718
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Abstract Daniel Benjamin, Meike Bartels, Philipp Koellinger and colleagues report a genome-wide association meta-analysis of subjective well-being, depressive symptoms and neuroticism. The study leverages a large sample size together with genetic correlations between the phenotypes to identify, with high confidence, loci associated with each phenotype. 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 (| ρ ^| ≈ 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.
AbstractList Daniel Benjamin, Meike Bartels, Philipp Koellinger and colleagues report a genome-wide association meta-analysis of subjective well-being, depressive symptoms and neuroticism. The study leverages a large sample size together with genetic correlations between the phenotypes to identify, with high confidence, loci associated with each phenotype. 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 (| ρ ^| ≈ 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.
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.
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 ([absolute value of [??]] ≅ 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.
We conducted genome-wide association studies of three phenotypes: subjective well-being (N = 298,420), depressive symptoms (N = 161,460), and neuroticism (N = 170,910). We identified three variants associated with subjective well-being, two with depressive symptoms, and eleven with neuroticism, including two inversion polymorphisms. The two depressive symptoms loci replicate in an independent depression sample. Joint analyses that exploit the high genetic correlations between the phenotypes (|ρ̂| ≈ 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/pancreas tissues are strongly enriched for association.
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 (|ρ^| ≈ 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.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 (|ρ^| ≈ 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.
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 (|ρ^| ≈ 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.
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 (|ρ|[asymptotically =] 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.
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.
Audience Academic
Author Chang, Shun-Chiao
Bültmann, Ute
Kumari, Meena
Paternoster, Lavinia
Boomsma, Dorret I
Eriksson, Johan G
Meyer, Michelle N
Räikkönen, Katri
Frazier-Wood, Alexis C
Kubzansky, Laura D
Gudnason, Vilmundur
Mihailov, Evelin
Harris, Tamara B
Bakshi, Andrew
Direk, Nese
Qian, Yong
Amin, Najaf
Garfield, Victoria
Boyle, Patricia A
van der Lee, Sven J
Montgomery, Grant W
Rietveld, Cornelius A
Emeny, Rebecca T
Fatemifar, Ghazaleh
Pickrell, Joseph K
Gupta, Richa
Rudan, Igor
Järvelin, Marjo-Riitta
Stefansson, Kari
Alizadeh, Behrooz Z
Terracciano, Antonio
Holliday, Elizabeth G
Kardia, Sharon L R
Smith, George Davey
Pasterkamp, Gerard
Pedersen, Nancy L
Esko, Tõnu
Vollenweider, Peter
Wellmann, Juergen
Kaprio, Jaakko
Kraft, Peter
Conley, Dalton C
Cavadino, Alana
Geisel, Marie Henrike
Pulkki-Råback, Laura
Trzaskowski, Maciej
Hayward, Caroline
Schmidt, Helena
Haitjema, Saskia
Bjornsdottir, Gyda
Uitterlinden, André G
Pattie, Alison
Hinds, David A
Vinkhuyzen, Anna E
Johannesson, Magnus
Gratten, Jacob
Harris, Juliette M
Davies, Gail
Stergiakouli, Evie
Wedenoja, Juho
de
AuthorAffiliation 23 Department of Epidemiology & Public Health, University College London, London WC1E 6BT, UK
133 Department of Psychiatry, Erasmus Medical Center, Rotterdam, 3015 GE, The Netherlands
107 MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
48 Department of Psychology, University of Tartu, Tartu 50409, Estonia
104 Department of Health Sciences, Community & Occupational Medicine, University of Groningen, University Medical Center Groningen, Groningen, 9713 AV, The Netherlands
83 Department of Public Health, Faculty of Medicine, University of Split, Croatia, Split 21000, Croatia
132 Panteia, Zoetermeer, 2715 CA, The Netherlands
70 Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI 48104, USA
3 Erasmus University Rotterdam Institute for Behavior and Biology, Rotterdam, 3062 PA, The Netherlands
97 Neuroepidemiology and Ageing Research Unit, School of Public Health, Faculty of Medicine, Imperi
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– name: 44 Laboratory of Genetics, National Institute on Aging, Baltimore, MD 21224, USA
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– name: 88 Department of Internal Medicine, Internal Medicine, Lausanne University Hospital (CHUV), Lausanne, 1011, Switzerland
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  surname: Nolte
  fullname: Nolte, Ilja M
  organization: Department of Epidemiology, University of Groningen, University Medical Center Groningen
– sequence: 40
  givenname: Olli
  surname: Raitakari
  fullname: Raitakari, Olli
  organization: Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Department of Clinical Physiology, Turku University Hospital
– sequence: 41
  givenname: Rajesh
  surname: Rawal
  fullname: Rawal, Rajesh
  organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health
– sequence: 46
  givenname: Evie
  surname: Stergiakouli
  fullname: Stergiakouli, Evie
  organization: MRC Integrative Epidemiology Unit, University of Bristol
– sequence: 48
  givenname: Kent
  surname: Taylor
  fullname: Taylor, Kent
  organization: Los Angeles Biomedical Research Institute and Department of Pediatrics, Harbor-UCLA
– sequence: 50
  givenname: Juho
  surname: Wedenoja
  fullname: Wedenoja, Juho
  organization: Department of Public Health, University of Helsinki
– sequence: 51
  givenname: Juergen
  surname: Wellmann
  fullname: Wellmann, Juergen
  organization: Institute of Epidemiology and Social Medicine, University of Münster
– sequence: 54
  givenname: Wei
  surname: Zhao
  fullname: Zhao, Wei
  organization: Department of Epidemiology, University of Michigan
– sequence: 56
  givenname: Najaf
  surname: Amin
  fullname: Amin, Najaf
  organization: Department of Epidemiology, Erasmus Medical Center
– sequence: 57
  givenname: Andrew
  surname: Bakshi
  fullname: Bakshi, Andrew
  organization: Queensland Brain Institute, University of Queensland
– sequence: 61
  givenname: Samantha
  surname: Cherney
  fullname: Cherney, Samantha
  organization: RAND Corporation
– sequence: 62
  givenname: Simon R
  surname: Cox
  fullname: Cox, Simon R
  organization: Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Department of Psychology, University of Edinburgh
– sequence: 64
  givenname: Oliver S P
  surname: Davis
  fullname: Davis, Oliver S P
  organization: MRC Integrative Epidemiology Unit, University of Bristol
– sequence: 65
  givenname: Jun
  surname: Ding
  fullname: Ding, Jun
  organization: Laboratory of Genetics, National Institute on Aging
– sequence: 67
  givenname: Peter
  surname: Eibich
  fullname: Eibich, Peter
  organization: German Socio-Economic Panel Study, DIW Berlin, Nuffield Department of Population Health, Health Economics Research Centre, University of Oxford
– sequence: 68
  givenname: Rebecca T
  surname: Emeny
  fullname: Emeny, Rebecca T
  organization: Institute of Epidemiology II, Mental Health Research Unit, Helmholtz Zentrum München–German Research Center for Environmental Health, Department of Epidemiology, Geisel School of Medicine at Dartmouth
– sequence: 72
  givenname: Andreas J
  surname: Forstner
  fullname: Forstner, Andreas J
  organization: Institute of Human Genetics, University of Bonn, Department of Genomics, Life and Brain Center, University of Bonn
– sequence: 74
  givenname: Richa
  surname: Gupta
  fullname: Gupta, Richa
  organization: Department of Public Health, University of Helsinki
– sequence: 75
  givenname: Tamara B
  surname: Harris
  fullname: Harris, Tamara B
  organization: Laboratory of Epidemiology, Demography, National Institute on Aging, US National Institutes of Health
– sequence: 76
  givenname: Juliette M
  surname: Harris
  fullname: Harris, Juliette M
  organization: Department of Twin Research and Genetic Epidemiology, King's College London
– sequence: 77
  givenname: Elizabeth G
  surname: Holliday
  fullname: Holliday, Elizabeth G
  organization: Public Health Stream, Hunter Medical Research Institute, Faculty of Health and Medicine, University of Newcastle
– sequence: 79
  givenname: Philip L
  surname: De Jager
  fullname: De Jager, Philip L
  organization: Departments of Neurology and Psychiatry, Program in Translational NeuroPsychiatric Genomics, Brigham and Women's Hospital, Harvard Medical School, Program in Medical and Population Genetics, Broad Institute of Harvard and MIT
– sequence: 80
  givenname: Marika A
  surname: Kaakinen
  fullname: Kaakinen, Marika A
  organization: Department of Genomics of Common Disease, Imperial College London, Center for Life Course Health Research, University of Oulu and Oulu University Hospital
– sequence: 81
  givenname: Eero
  surname: Kajantie
  fullname: Kajantie, Eero
  organization: Department of Pediatrics, University of Helsinki, National Institute for Health and Welfare
– sequence: 83
  givenname: Ivana
  surname: Kolcic
  fullname: Kolcic, Ivana
  organization: Department of Public Health, Faculty of Medicine, University of Split
– sequence: 85
  givenname: Lenore J
  surname: Launer
  fullname: Launer, Lenore J
  organization: Neuroepidemiology Section, National Institute on Aging, US National Institutes of Health
– sequence: 86
  givenname: Lude
  orcidid: 0000-0002-5159-8802
  surname: Franke
  fullname: Franke, Lude
  organization: Department of Genetics, University Medical Center Groningen, University of Groningen
– sequence: 87
  givenname: Ruifang
  surname: Li-Gao
  fullname: Li-Gao, Ruifang
  organization: Clinical Epidemiology, Leiden University Medical Center
– sequence: 89
  givenname: Marisa
  surname: Koini
  fullname: Koini, Marisa
  organization: Department of Neurology, General Hospital and Medical University Graz
– sequence: 90
  givenname: Anu
  surname: Loukola
  fullname: Loukola, Anu
  organization: Department of Public Health, University of Helsinki
– sequence: 92
  givenname: Grant W
  surname: Montgomery
  fullname: Montgomery, Grant W
  organization: Molecular Epidemiology, QIMR Berghofer Medical Research Institute
– sequence: 94
  givenname: Lavinia
  surname: Paternoster
  fullname: Paternoster, Lavinia
  organization: MRC Integrative Epidemiology Unit, University of Bristol
– sequence: 95
  givenname: Alison
  surname: Pattie
  fullname: Pattie, Alison
  organization: Department of Psychology, University of Edinburgh
– sequence: 96
  givenname: Katja E
  surname: Petrovic
  fullname: Petrovic, Katja E
  organization: Department of Neurology, General Hospital and Medical University Graz
– sequence: 97
  givenname: Laura
  surname: Pulkki-Råback
  fullname: Pulkki-Råback, Laura
  organization: Institute of Behavioural Sciences, University of Helsinki, Helsinki Collegium for Advanced Studies, University of Helsinki
– sequence: 98
  givenname: Lydia
  surname: Quaye
  fullname: Quaye, Lydia
  organization: Department of Twin Research and Genetic Epidemiology, King's College London
– sequence: 100
  givenname: Igor
  orcidid: 0000-0001-6993-6884
  surname: Rudan
  fullname: Rudan, Igor
  organization: Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh
– sequence: 101
  givenname: Rodney J
  surname: Scott
  fullname: Scott, Rodney J
  organization: Faculty of Health and Medicine, University of Newcastle, Information-Based Medicine Stream, Hunter Medical Research Institute
– sequence: 105
  givenname: Anna E
  surname: Vinkhuyzen
  fullname: Vinkhuyzen, Anna E
  organization: Queensland Brain Institute, University of Queensland
– sequence: 107
  givenname: Delilah
  surname: Zabaneh
  fullname: Zabaneh, Delilah
  organization: Department of Public Health, Faculty of Medicine, University of Split
– sequence: 109
  givenname: David A
  surname: Bennett
  fullname: Bennett, David A
  organization: Department of Neurological Sciences, Rush University Medical Center
– sequence: 110
  givenname: Klaus
  surname: Berger
  fullname: Berger, Klaus
  organization: Institute of Epidemiology and Social Medicine, University of Münster
– sequence: 111
  givenname: Lars
  surname: Bertram
  fullname: Bertram, Lars
  organization: Lübeck Interdisciplinary Platform for Genome Analytics (LIGA), Institute of Neurogenetics and Institute of Integrative and Experimental Genomics, University of Lübeck, Neuroepidemiology and Ageing Research Unit, School of Public Health, Faculty of Medicine, Imperial College London
– sequence: 112
  givenname: Dorret I
  surname: Boomsma
  fullname: Boomsma, Dorret I
  organization: Department of Biological Psychology, Vrije Universiteit, EMGO+ Institute for Health and Care Research, Neuroscience Campus Amsterdam
– sequence: 115
  givenname: Francesco
  surname: Cucca
  fullname: Cucca, Francesco
  organization: Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche, Cittadella Universitarià di Monserrato
– sequence: 116
  givenname: Ian J
  surname: Deary
  fullname: Deary, Ian J
  organization: Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Department of Psychology, University of Edinburgh
– sequence: 117
  givenname: Cornelia M
  surname: van Duijn
  fullname: van Duijn, Cornelia M
  organization: Department of Epidemiology, Erasmus Medical Center
– sequence: 118
  givenname: Johan G
  surname: Eriksson
  fullname: Eriksson, Johan G
  organization: Department of General Practice and Primary Health Care, University of Helsinki, Department of Chronic Disease Prevention, National Institute for Health and Welfare, Unit of General Practice, University Central Hospital
– sequence: 120
  givenname: Eco J C
  orcidid: 0000-0001-6022-2666
  surname: de Geus
  fullname: de Geus, Eco J C
  organization: Department of Biological Psychology, Vrije Universiteit, EMGO+ Institute for Health and Care Research, Neuroscience Campus Amsterdam
– sequence: 124
  givenname: Catharine A
  surname: Hartman
  fullname: Hartman, Catharine A
  organization: Department of Psychiatry, University of Groningen, University Medical Center Groningen
– sequence: 126
  givenname: Caroline
  surname: Hayward
  fullname: Hayward, Caroline
  organization: MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh
– sequence: 128
  givenname: David A
  surname: Hinds
  fullname: Hinds, David A
  organization: 23andMe, Inc
– sequence: 130
  givenname: William G
  surname: Iacono
  fullname: Iacono, William G
  organization: Department of Psychology, University of Minnesota Twin Cities
– sequence: 133
  givenname: Jaakko
  orcidid: 0000-0002-3716-2455
  surname: Kaprio
  fullname: Kaprio, Jaakko
  organization: Department of Public Health, University of Helsinki, Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Department for Health, THL (National Institute for Health and Welfare)
– sequence: 135
  givenname: Liisa
  surname: Keltikangas-Järvinen
  fullname: Keltikangas-Järvinen, Liisa
  organization: Institute of Behavioural Sciences, University of Helsinki
– sequence: 137
  givenname: Laura D
  surname: Kubzansky
  fullname: Kubzansky, Laura D
  organization: Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health
– sequence: 138
  givenname: Terho
  surname: Lehtimäki
  fullname: Lehtimäki, Terho
  organization: Fimlab Laboratories, Department of Clinical Chemistry, University of Tampere, School of Medicine
– sequence: 139
  givenname: Patrik K E
  surname: Magnusson
  fullname: Magnusson, Patrik K E
  organization: Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
– sequence: 146
  givenname: Gerard
  surname: Pasterkamp
  fullname: Pasterkamp, Gerard
  organization: Laboratory of Experimental Cardiology, University Medical Center Utrecht, Division of Laboratories and Pharmacy, Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht
– sequence: 150
  givenname: Christine
  surname: Power
  fullname: Power, Christine
  organization: South Australian Health and Medical Research Institute, Population, Policy and Practice, UCL Institute of Child Health
– sequence: 151
  givenname: Stephen S
  surname: Rich
  fullname: Rich, Stephen S
  organization: Department of Public Health Sciences, University of Virginia
– sequence: 155
  givenname: Helena
  surname: Schmidt
  fullname: Schmidt, Helena
  organization: Department of Neurology, General Hospital and Medical University Graz, Research Unit for Genetic Epidemiology, Institute of Molecular Biology and Biochemistry, Center of Molecular Medicine, General Hospital and Medical University Graz
– sequence: 156
  givenname: Rauli
  surname: Svento
  fullname: Svento, Rauli
  organization: Department of Economics, Oulu Business School
– sequence: 157
  givenname: Reinhold
  surname: Schmidt
  fullname: Schmidt, Reinhold
  organization: Department of Neurology, General Hospital and Medical University Graz
– sequence: 159
  givenname: Thorkild I A
  surname: Sørensen
  fullname: Sørensen, Thorkild I A
  organization: Novo Nordisk Foundation Center for Basic Metabolic Research, Section of Metabolic Genetics, University of Copenhagen, Faculty of Health and Medical Sciences, MRC Integrative Epidemiology Unit, University of Bristol, Institute of Preventive Medicine, Bispebjerg and Frederiksberg Hospitals, Capital Region
– sequence: 162
  givenname: Kari
  surname: Stefansson
  fullname: Stefansson, Kari
  organization: Faculty of Medicine, University of Iceland, deCODE Genetics/Amgen, Inc
– sequence: 164
  givenname: Antonio
  surname: Terracciano
  fullname: Terracciano, Antonio
  organization: National Institute on Aging, US National Institutes of Health, Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine
– sequence: 168
  givenname: Henning
  orcidid: 0000-0002-4395-1397
  surname: Tiemeier
  fullname: Tiemeier, Henning
  organization: Department of Epidemiology, Erasmus Medical Center, Department of Psychiatry, Erasmus Medical Center, Department of Child and Adolescent Psychiatry, Erasmus Medical Center
– sequence: 171
  givenname: Gert G
  surname: Wagner
  fullname: Wagner, Gert G
  organization: Max Planck Institute for Human Development, German Socio-Economic Panel Study, DIW Berlin, School of Economics and Management, Berlin University of Technology
– sequence: 173
  givenname: Jian
  orcidid: 0000-0003-2001-2474
  surname: Yang
  fullname: Yang, Jian
  organization: Queensland Brain Institute, University of Queensland, University of Queensland Diamantina Institute, Translational Research Institute
– sequence: 175
  givenname: George Davey
  surname: Smith
  fullname: Smith, George Davey
  organization: MRC Integrative Epidemiology Unit, University of Bristol
– sequence: 176
  givenname: Albert
  surname: Hofman
  fullname: Hofman, Albert
  organization: Department of Epidemiology, Erasmus Medical Center, Department of Epidemiology, Harvard T.H. Chan School of Public Health
– sequence: 177
  givenname: Magnus
  surname: Johannesson
  fullname: Johannesson, Magnus
  organization: Department of Economics, Stockholm School of Economics
– sequence: 178
  givenname: David I
  surname: Laibson
  fullname: Laibson, David I
  organization: Department of Economics, Harvard University
– sequence: 180
  givenname: Michelle N
  surname: Meyer
  fullname: Meyer, Michelle N
  organization: Department of Bioethics, Clarkson University, Icahn School of Medicine at Mount Sinai
– sequence: 184
  givenname: Jonathan P
  surname: Beauchamp
  fullname: Beauchamp, Jonathan P
  organization: Department of Economics, Harvard University
– sequence: 185
  givenname: Philipp D
  surname: Koellinger
  fullname: Koellinger, Philipp D
  email: p.d.koellinger@vu.nl
  organization: Erasmus University Rotterdam Institute for Behavior and Biology, Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, Amsterdam Business School, University of Amsterdam
– sequence: 187
  givenname: Meike
  surname: Bartels
  fullname: Bartels, Meike
  email: m.bartels@vu.nl
  organization: Department of Biological Psychology, Vrije Universiteit, EMGO+ Institute for Health and Care Research, Neuroscience Campus Amsterdam
– sequence: 188
  givenname: David
  surname: Cesarini
  fullname: Cesarini, David
  organization: Department of Economics, New York University, Research Institute for Industrial Economics
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27089181$$D View this record in MEDLINE/PubMed
https://hal.science/hal-02017373$$DView record in HAL
https://research.hhs.se/esploro/outputs/journalArticle/Genetic-variants-associated-with-subjective-well-being/991001480763206056$$DView record from Swedish Publication Index
http://kipublications.ki.se/Default.aspx?queryparsed=id:133635855$$DView record from Swedish Publication Index (Karolinska Institutet)
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SSID ssj0014408
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Snippet Daniel Benjamin, Meike Bartels, Philipp Koellinger and colleagues report a genome-wide association meta-analysis of subjective well-being, depressive symptoms...
Very few genetic variants have been associated with depression and neuroticism, likely because of limitations on sample size in previous studies. Subjective...
We conducted genome-wide association studies of three phenotypes: subjective well-being (N = 298,420), depressive symptoms (N = 161,460), and neuroticism (N =...
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StartPage 624
SubjectTerms 45/43
631/208/1515
631/208/205/2138
Agriculture
Animal Genetics and Genomics
Anxiety Disorders - genetics
Bayes Theorem
Behavior
Biomedicine
Cancer Research
Central nervous system
Consortia
Depression - genetics
Depression, Mental
Epidemiology
Gene Function
Genetic aspects
Genetic variance
Genetic variation
Genome-wide association studies
Genome-Wide Association Study
Genomes
Human Genetics
Humans
Identification and classification
Mental depression
Meta-analysis
Methods
Neuroticism
Personality
Phenotype
Polymorphism, Single Nucleotide
Psychological aspects
Quality control
Quantitative Finance
Risk factors
Social sciences
Statistics
Studies
Title Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
URI https://link.springer.com/article/10.1038/ng.3552
https://www.ncbi.nlm.nih.gov/pubmed/27089181
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https://pubmed.ncbi.nlm.nih.gov/PMC4884152
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