34 results on '"Krueger, R.F."'
Search Results
2. U.S. Trends in Adolescent Substance Use and Conduct Problems and Their Relation to Trends in Unstructured In-Person Socializing With Peers
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Borodovsky, J.T., Krueger, R.F., Agrawal, A., Elbanna, B., de Looze, Margreet, Grucza, R.A., Leerstoel Finkenauer, and Youth in Changing Cultural Contexts
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Substance abuse ,Multivariate modeling ,medicine.medical_specialty ,Adolescent ,Substance-Related Disorders ,Epidemiology ,Factor structure ,Article ,Peer Group ,03 medical and health sciences ,Risk-Taking ,0302 clinical medicine ,Adolescent substance ,030225 pediatrics ,Juvenile delinquency ,medicine ,Humans ,030212 general & internal medicine ,National trends ,Social Behavior ,Delinquency ,Risk behavior ,Public Health, Environmental and Occupational Health ,medicine.disease ,Psychiatry and Mental health ,Adolescent Behavior ,Pediatrics, Perinatology and Child Health ,Unstructured socializing ,Monitoring the Future ,Psychology ,Demography - Abstract
Purpose This study examined whether national trends in unstructured in-person socializing with peers (i.e., socializing without goals or supervision) among adolescents could help explain recent declines in adolescent risk behaviors (e.g., substance use, fighting, theft). Methods The sample contained of 44,842 U.S. 12th-grade students (aged 17–18 years) from the Monitoring the Future survey (years 1999–2017). Analyses examined (1) prevalence trends, (2) latent factor structure of risk behaviors and unstructured in-person socializing, and (3) whether trends in the unstructured in-person socializing factor accounted for the relationship between time (i.e., survey year) and the risk behavior factor. Results Adolescent risk behaviors and unstructured in-person socializing declined by approximately 30% in the U.S., and both formed coherent latent factors. After adjusting for sociodemographics, declines in unstructured in-person socializing accounted for approximately 86% of declines in risk behaviors. Conclusions The prevalence of risk behaviors and unstructured in-person socializing behaviors declined among U.S. 12th graders from 1999 to 2017. It is unknown whether such effects are directly causal and/or influenced by unmeasured variables. However, the results provide evidence that national declines in unstructured in-person socializing are a likely component of the explanation for national declines in adolescent risk behaviors.
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- 2021
3. U.S. Trends in Adolescent Substance Use and Conduct Problems and Their Relation to Trends in Unstructured In-Person Socializing With Peers
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Leerstoel Finkenauer, Youth in Changing Cultural Contexts, Borodovsky, J.T., Krueger, R.F., Agrawal, A., Elbanna, B., de Looze, Margreet, Grucza, R.A., Leerstoel Finkenauer, Youth in Changing Cultural Contexts, Borodovsky, J.T., Krueger, R.F., Agrawal, A., Elbanna, B., de Looze, Margreet, and Grucza, R.A.
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- 2021
4. Redefining phenotypes to advance psychiatric genetics: Implications from hierarchical taxonomy of psychopathology
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Waszczuk, M.A., Eaton, N.R., Krueger, R.F., Shackman, A., Fried, E.I., Kotov, R., Waldman, I.D., Zald, D.H., Lahey, B.B., Patrick, C.J., Conway, C.C., Ormel, J., Hyman, S.E., Fried, E.L., Forbes, M.K., Docherty, A.R., Althoff, R.R., Bach, B., Chmielewski, M., DeYoung, C.G., Forbush, K.T., Hallquist, M., Hopwood, C.J., Ivanova, M.Y., Jonas, K.G., Latzman, R.D., Markon, K.E., Mullins-Sweatt, S.N., Pincus, A.L., Reininghaus, U., South, S.C., Tackett, J.L., Watson, D., Wright, A.G.C., Psychiatrie & Neuropsychologie, and RS: MHeNs - R2 - Mental Health
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Nosology ,medicine.medical_specialty ,ENVIRONMENTAL RISK-FACTORS ,DEFICIT HYPERACTIVITY DISORDER ,Psychology, Clinical ,Genome-wide association study ,nosology ,Computational biology ,SUBSTANCE USE DISORDERS ,Article ,Molecular genetics ,medicine ,Genetic Pleiotropy ,Genetics ,Humans ,2.1 Biological and endogenous factors ,Psychology ,behavior genetics ,Genetic Testing ,POLYGENIC RISK ,GENOME-WIDE ASSOCIATION ,general factor ,Biological Psychiatry ,Psychiatric genetics ,Behavioural genetics ,Psychiatry ,Mental Disorders ,Human Genome ,POPULATION-BASED SAMPLE ,EATING-DISORDERS ,MAJOR DEPRESSION ,Twin study ,DSM-IV CRITERIA ,Brain Disorders ,PERSONALITY-DISORDER ,Psychiatry and Mental health ,Clinical Psychology ,comorbidity ,Phenotype ,Mental Health ,molecular genetics ,Cognitive Sciences ,Psychopathology ,Biotechnology - Abstract
Genetic discovery in psychiatry and clinical psychology is hindered by suboptimal phenotypic definitions. We argue that the hierarchical, dimensional, and data-driven classification system proposed by the Hierarchical Taxonomy of Psychopathology (HiTOP) consortium provides a more effective approach to identifying genes that underlie mental disorders, and to studying psychiatric etiology, than current diagnostic categories. Specifically, genes are expected to operate at different levels of the HiTOP hierarchy, with some highly pleiotropic genes influencing higher order psychopathology (e.g., the general factor), whereas other genes conferring more specific risk for individual spectra (e.g., internalizing), subfactors (e.g., fear disorders), or narrow symptoms (e.g., mood instability). We propose that the HiTOP model aligns well with the current understanding of the higher order genetic structure of psychopathology that has emerged from a large body of family and twin studies. We also discuss the convergence between the HiTOP model and findings from recent molecular studies of psychopathology indicating broad genetic pleiotropy, such as cross-disorder SNP-based shared genetic covariance and polygenic risk scores, and we highlight molecular genetic studies that have successfully redefined phenotypes to enhance precision and statistical power. Finally, we suggest how to integrate a HiTOP approach into future molecular genetic research, including quantitative and hierarchical assessment tools for future data-collection and recommendations concerning phenotypic analyses. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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- 2019
5. Behavior Genetics of Personality
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South, S.C., primary and Krueger, R.F., additional
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- 2012
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6. Structural Models of Comorbidity among Common Mental Disorders: Connections to Chronic Pain
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Krueger, R.F., primary, Tackett, J.L., additional, and Markon, K.E., additional
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- 2004
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7. Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium
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Berg, S.M. van den, Moor, M.H. de, Verweij, K.J., Krueger, R.F., Luciano, M., Arias Vasquez, A., Matteson, L.K., Derringer, J., Esko, T., Amin, N., Gordon, S.D., Hansell, N.K., Hart, A.B., Seppala, I., Huffman, J.E., Konte, B., Lahti, J., Lee (Helen Dowling Instituut), M. van der, Miller, M., Nutile, T., Tanaka, T., Teumer, A., Viktorin, A., Wedenoja, J., Abdellaoui, A., Abecasis, G.R., Adkins, D.E., Agrawal, A., Allik, J., Appel, K., Bigdeli, T.B., Busonero, F., Campbell, H., Costa, P.T., Smith, G.D., Davies, G., Wit, H. de, Ding, J., Engelhardt, B.E., Eriksson, J.G., Fedko, I.O., Ferrucci, L., Franke, B., Giegling, I., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heinonen, K., Henders, A.K., Homuth, G., Hottenga, J.J., Iacono, W.G., Janzing, J.G., Jokela, M., Karlsson, R., Kemp, J.P., Kirkpatrick, M.G., Latvala, A., Lehtimaki, T., Liewald, D.C., Madden, P.A., Magri, C., Magnusson, P.K., Marten, J., Maschio, A., Mbarek, H., Medland, S.E., Mihailov, E., Milaneschi, Y., Montgomery, G.W., Nauck, M., Nivard, M.G., Ouwens, K.G., Palotie, A., Pettersson, E., Polasek, O., Qian, Y., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Schmidt, C.O., Slutske, W.S., Sorice, R., Starr, J.M., Pourcain, B. St, Sutin, A.R., Timpson, N.J., Trochet, H., Vermeulen, S., Vuoksimaa, E., Widen, E., Wouda, J., Wright, M.J., Zgaga, L., Porteous, D., Minelli, A., Palmer, A.A., Rujescu, D., et al., Berg, S.M. van den, Moor, M.H. de, Verweij, K.J., Krueger, R.F., Luciano, M., Arias Vasquez, A., Matteson, L.K., Derringer, J., Esko, T., Amin, N., Gordon, S.D., Hansell, N.K., Hart, A.B., Seppala, I., Huffman, J.E., Konte, B., Lahti, J., Lee (Helen Dowling Instituut), M. van der, Miller, M., Nutile, T., Tanaka, T., Teumer, A., Viktorin, A., Wedenoja, J., Abdellaoui, A., Abecasis, G.R., Adkins, D.E., Agrawal, A., Allik, J., Appel, K., Bigdeli, T.B., Busonero, F., Campbell, H., Costa, P.T., Smith, G.D., Davies, G., Wit, H. de, Ding, J., Engelhardt, B.E., Eriksson, J.G., Fedko, I.O., Ferrucci, L., Franke, B., Giegling, I., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heinonen, K., Henders, A.K., Homuth, G., Hottenga, J.J., Iacono, W.G., Janzing, J.G., Jokela, M., Karlsson, R., Kemp, J.P., Kirkpatrick, M.G., Latvala, A., Lehtimaki, T., Liewald, D.C., Madden, P.A., Magri, C., Magnusson, P.K., Marten, J., Maschio, A., Mbarek, H., Medland, S.E., Mihailov, E., Milaneschi, Y., Montgomery, G.W., Nauck, M., Nivard, M.G., Ouwens, K.G., Palotie, A., Pettersson, E., Polasek, O., Qian, Y., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Schmidt, C.O., Slutske, W.S., Sorice, R., Starr, J.M., Pourcain, B. St, Sutin, A.R., Timpson, N.J., Trochet, H., Vermeulen, S., Vuoksimaa, E., Widen, E., Wouda, J., Wright, M.J., Zgaga, L., Porteous, D., Minelli, A., Palmer, A.A., Rujescu, D., and et al.
- Abstract
Contains fulltext : 166013.pdf (publisher's version ) (Open Access), Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion.
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- 2016
8. Genome-wide association study identifies 74 loci associated with educational attainment
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Okbay, A. (Aysu), Beauchamp, J.P. (Jonathan), Fontana, M.A. (Mark Alan), Lee, J.J. (James J.), Pers, T.H. (Tune), Rietveld, C.A. (Cornelius A.), Turley, P. (Patrick), Chen, G.-B. (Guo-Bo), Emilsson, V. (Valur), Meddens, S.F.W. (S. Fleur W.), Oskarsson, S. (Sven), Pickrell, J.K. (Joseph K.), Thom, K. (Kevin), Timshel, P. (Pascal), Vlaming, R. (Ronald) de, Abdellaoui, A. (Abdel), Ahluwalia, T.S. (Tarunveer Singh), Bacelis, J. (Jonas), Baumbach, C. (Clemens), Bjornsdottir, G. (Gyda), Brandsma, J.H. (Johan), Pina Concas, M. (Maria), Derringer, J., Furlotte, N.A. (Nicholas A.), Galesloot, T.E. (Tessel), Girotto, S., Gupta, R. (Richa), Hall, L.M. (Leanne M.), Harris, S.E. (Sarah), Hofer, E., Horikoshi, M. (Momoko), Huffman, J.E. (Jennifer E.), Kaasik, K. (Kadri), Kalafati, I.-P. (Ioanna-Panagiota), Karlsson, R. (Robert), Kong, A. (Augustine), Lahti, J. (Jari), Lee, S.J. (Sven) van der, Deleeuw, C. (Christiaan), Lind, P.A. (Penelope), Lindgren, K.-O. (Karl-Oskar), Liu, T. (Tian), Mangino, M. (Massimo), Marten, J. (Jonathan), Mihailov, E. (Evelin), Miller, M. (Mike), Most, P.J. (Peter) van der, Oldmeadow, C. (Christopher), Payton, A. (Antony), Pervjakova, N. (Natalia), Peyrot, W.J. (Wouter ), Qian, Y. (Yong), Raitakari, O. (Olli), Rueedi, R. (Rico), Salvi, E. (Erika), Schmidt, B. (Börge), Schraut, K.E. (Katharina E.), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Poot, R.A. (Raymond), St Pourcain, B. (Beate), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Verweij, N. (Niek), Vuckovic, D. (Dragana), Wellmann, J. (Juergen), Westra, H.J. (Harm-Jan), Yang, J. (Jingyun), Zhao, W. (Wei), Zhu, Z. (Zhihong), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Bakshi, A. (Andrew), Baumeister, S.E. (Sebastian), Biino, G. (Ginevra), Bønnelykke, K. (Klaus), Boyle, P.A. (Patricia), Campbell, H. (Harry), Cappuccio, F.P. (Francesco P.), Davies, G. (Gail), Neve, J.E. (Jan-Emmanuel) de, Deloukas, P. (Panagiotis), Demuth, I. (Ilja), Ding, J. (Jun), Eibich, P. (Peter), Eisele, L. (Lewin), Eklund, N. (Niina), Evans, D.M. (David), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Forstner, A.J. (Andreas), Gandin, I. (Ilaria), Gunnarsson, B. (Bjarni), Halldorsson, B.V. (Bjarni), Harris, T.B. (Tamara), Holliday, E.G. (Elizabeth), Heath, A.C. (Andrew C.), Hocking, L.J., Homuth, G. (Georg), Horan, M. (Mike), Hottenga, J.J. (Jouke Jan), Jager, P.L. (Philip) de, Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kähönen, M. (Mika), Kanoni, S. (Stavroula), Keltigangas-Järvinen, L. (Liisa), Kiemeney, L.A.L.M. (Bart), Kolcic, I. (Ivana), Koskinen, S. (Seppo), Kraja, A. (Aldi), Kroh, M. (Martin), Kutalik, Z. (Zoltán), Latvala, A. (Antti), Launer, L.J. (Lenore), Lebreton, M.P. (Maël P.), Levinson, D.F. (Douglas F.), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Loukola, A. (Anu), Madden, P.A. (Pamela), Mägi, R. (Reedik), Mäki-Opas, T. (Tomi), Marioni, R.E. (Riccardo), Marques-Vidal, P. (Pedro), Meddens, G.A. (Gerardus A.), Mcmahon, G. (George), Meisinger, C. (Christa), Meitinger, T. (Thomas), Milaneschi, Y. (Yusplitri), Milani, L. (Lili), Montgomery, G.W. (Grant), Myhre, R. (Ronny), Nelson, C.P. (Christopher P.), Nyholt, D.R. (Dale), Ollier, W.E.R. (William), Palotie, A. (Aarno), Paternoster, L. (Lavinia), Pedersen, N.L. (Nancy), Petrovic, K. (Katja), Porteous, D.J. (David J.), Räikkönen, K. (Katri), Ring, S.M. (Susan M.), Robino, A. (Antonietta), Rostapshova, O. (Olga), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sanders, A.R. (Alan R.), Sarin, A.-P., Schmidt, R. (Reinhold), Scott, R.J. (Rodney), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Staessen, J.A. (Jan), Steinhagen-Thiessen, E. (Elisabeth), Strauch, K. (Konstantin), Terracciano, A., Tobin, M.D. (Martin), Ulivi, S. (Shelia), Vaccargiu, S. (Simona), Quaye, L. (Lydia), Rooij, F.J.A. (Frank) van, Venturini, C. (Cristina), Vinkhuyzen, A.A.E. (Anna A.), Völker, U. (Uwe), Völzke, H. (Henry), Vonk, J.M. (Judith), Vozzi, D. (Diego), Waage, J. (Johannes), Ware, E.B. (Erin B.), Willemsen, G.A.H.M. (Gonneke), Attia, J. (John), Bennett, D.A. (David A.), Berger, K. (Klaus), Bertram, L. (Lars), Bisgaard, H. (Hans), Boomsma, D.I. (Dorret), Borecki, I.B. (Ingrid), Bültmann, U. (Ute), Chabris, C.F. (Christopher F.), Cucca, F. (Francesco), Cusi, D. (Daniele), Deary, I.J. (Ian), Dedoussis, G.V. (George), Duijn, C.M. (Cornelia) van, Hagen, K. (Knut), Franke, B. (Barbara), Franke, L. (Lude), Gasparini, P. (Paolo), Gejman, P.V. (Pablo), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Gratten, J. (Jacob), Groenen, P.J.F. (Patrick), Gudnason, V. (Vilmundur), Harst, P. (Pim) van der, Hayward, C. (Caroline), Hinds, D.A. (David A.), Hoffmann, W. (Wolfgang), Hypponen, E. (Elina), Iacono, W.G. (William), Jacobsson, B. (Bo), Jarvelin, M.-R. (Marjo-Riitta), JöCkel, K.-H. (Karl-Heinz), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Lehtimäki, T. (Terho), Lehrer, S.F. (Steven F.), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Metspalu, A. (Andres), Pendleton, N. (Neil), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pirastu, N. (Nicola), Pirastu, M. (Mario), Polasek, O. (Ozren), Posthuma, D. (Danielle), Power, C. (Christopher), Province, M.A. (Mike), Samani, N.J. (Nilesh), Schlessinger, D. (David), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Thorsteinsdottir, U. (Unnur), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas J.), Tiemeier, H.W. (Henning), Tung, J.Y. (Joyce Y.), Uitterlinden, A.G. (André), Vitart, V. (Veronique), Vollenweider, P. (Peter), Weir, D.R. (David), Wilson, J.F. (James F.), Wright, A.F. (Alan), Conley, D.C. (Dalton C.), Krueger, R.F., Smith, A.V. (Davey), Hofman, A. (Albert), Laibson, D. (David), Medland, S.E. (Sarah), Meyer, M.N. (Michelle N.), Yang, J. (Joanna), Johannesson, M. (Magnus), Visscher, P.M. (Peter), Esko, T. (Tõnu), Koellinger, Ph.D. (Philipp), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Okbay, A. (Aysu), Beauchamp, J.P. (Jonathan), Fontana, M.A. (Mark Alan), Lee, J.J. (James J.), Pers, T.H. (Tune), Rietveld, C.A. (Cornelius A.), Turley, P. (Patrick), Chen, G.-B. (Guo-Bo), Emilsson, V. (Valur), Meddens, S.F.W. (S. Fleur W.), Oskarsson, S. (Sven), Pickrell, J.K. (Joseph K.), Thom, K. (Kevin), Timshel, P. (Pascal), Vlaming, R. (Ronald) de, Abdellaoui, A. (Abdel), Ahluwalia, T.S. (Tarunveer Singh), Bacelis, J. (Jonas), Baumbach, C. (Clemens), Bjornsdottir, G. (Gyda), Brandsma, J.H. (Johan), Pina Concas, M. (Maria), Derringer, J., Furlotte, N.A. (Nicholas A.), Galesloot, T.E. (Tessel), Girotto, S., Gupta, R. (Richa), Hall, L.M. (Leanne M.), Harris, S.E. (Sarah), Hofer, E., Horikoshi, M. (Momoko), Huffman, J.E. (Jennifer E.), Kaasik, K. (Kadri), Kalafati, I.-P. (Ioanna-Panagiota), Karlsson, R. (Robert), Kong, A. (Augustine), Lahti, J. (Jari), Lee, S.J. (Sven) van der, Deleeuw, C. (Christiaan), Lind, P.A. (Penelope), Lindgren, K.-O. (Karl-Oskar), Liu, T. (Tian), Mangino, M. (Massimo), Marten, J. (Jonathan), Mihailov, E. (Evelin), Miller, M. (Mike), Most, P.J. (Peter) van der, Oldmeadow, C. (Christopher), Payton, A. (Antony), Pervjakova, N. (Natalia), Peyrot, W.J. (Wouter ), Qian, Y. (Yong), Raitakari, O. (Olli), Rueedi, R. (Rico), Salvi, E. (Erika), Schmidt, B. (Börge), Schraut, K.E. (Katharina E.), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Poot, R.A. (Raymond), St Pourcain, B. (Beate), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Verweij, N. (Niek), Vuckovic, D. (Dragana), Wellmann, J. (Juergen), Westra, H.J. (Harm-Jan), Yang, J. (Jingyun), Zhao, W. (Wei), Zhu, Z. (Zhihong), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Bakshi, A. (Andrew), Baumeister, S.E. (Sebastian), Biino, G. (Ginevra), Bønnelykke, K. (Klaus), Boyle, P.A. (Patricia), Campbell, H. (Harry), Cappuccio, F.P. (Francesco P.), Davies, G. (Gail), Neve, J.E. (Jan-Emmanuel) de, Deloukas, P. (Panagiotis), Demuth, I. (Ilja), Ding, J. (Jun), Eibich, P. (Peter), Eisele, L. (Lewin), Eklund, N. (Niina), Evans, D.M. (David), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Forstner, A.J. (Andreas), Gandin, I. (Ilaria), Gunnarsson, B. (Bjarni), Halldorsson, B.V. (Bjarni), Harris, T.B. (Tamara), Holliday, E.G. (Elizabeth), Heath, A.C. (Andrew C.), Hocking, L.J., Homuth, G. (Georg), Horan, M. (Mike), Hottenga, J.J. (Jouke Jan), Jager, P.L. (Philip) de, Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kähönen, M. (Mika), Kanoni, S. (Stavroula), Keltigangas-Järvinen, L. (Liisa), Kiemeney, L.A.L.M. (Bart), Kolcic, I. (Ivana), Koskinen, S. (Seppo), Kraja, A. (Aldi), Kroh, M. (Martin), Kutalik, Z. (Zoltán), Latvala, A. (Antti), Launer, L.J. (Lenore), Lebreton, M.P. (Maël P.), Levinson, D.F. (Douglas F.), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Loukola, A. (Anu), Madden, P.A. (Pamela), Mägi, R. (Reedik), Mäki-Opas, T. (Tomi), Marioni, R.E. (Riccardo), Marques-Vidal, P. (Pedro), Meddens, G.A. (Gerardus A.), Mcmahon, G. (George), Meisinger, C. (Christa), Meitinger, T. (Thomas), Milaneschi, Y. (Yusplitri), Milani, L. (Lili), Montgomery, G.W. (Grant), Myhre, R. (Ronny), Nelson, C.P. (Christopher P.), Nyholt, D.R. (Dale), Ollier, W.E.R. (William), Palotie, A. (Aarno), Paternoster, L. (Lavinia), Pedersen, N.L. (Nancy), Petrovic, K. (Katja), Porteous, D.J. (David J.), Räikkönen, K. (Katri), Ring, S.M. (Susan M.), Robino, A. (Antonietta), Rostapshova, O. (Olga), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sanders, A.R. (Alan R.), Sarin, A.-P., Schmidt, R. (Reinhold), Scott, R.J. (Rodney), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Staessen, J.A. (Jan), Steinhagen-Thiessen, E. (Elisabeth), Strauch, K. (Konstantin), Terracciano, A., Tobin, M.D. (Martin), Ulivi, S. (Shelia), Vaccargiu, S. (Simona), Quaye, L. (Lydia), Rooij, F.J.A. (Frank) van, Venturini, C. (Cristina), Vinkhuyzen, A.A.E. (Anna A.), Völker, U. (Uwe), Völzke, H. (Henry), Vonk, J.M. (Judith), Vozzi, D. (Diego), Waage, J. (Johannes), Ware, E.B. (Erin B.), Willemsen, G.A.H.M. (Gonneke), Attia, J. (John), Bennett, D.A. (David A.), Berger, K. (Klaus), Bertram, L. (Lars), Bisgaard, H. (Hans), Boomsma, D.I. (Dorret), Borecki, I.B. (Ingrid), Bültmann, U. (Ute), Chabris, C.F. (Christopher F.), Cucca, F. (Francesco), Cusi, D. (Daniele), Deary, I.J. (Ian), Dedoussis, G.V. (George), Duijn, C.M. (Cornelia) van, Hagen, K. (Knut), Franke, B. (Barbara), Franke, L. (Lude), Gasparini, P. (Paolo), Gejman, P.V. (Pablo), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Gratten, J. (Jacob), Groenen, P.J.F. (Patrick), Gudnason, V. (Vilmundur), Harst, P. (Pim) van der, Hayward, C. (Caroline), Hinds, D.A. (David A.), Hoffmann, W. (Wolfgang), Hypponen, E. (Elina), Iacono, W.G. (William), Jacobsson, B. (Bo), Jarvelin, M.-R. (Marjo-Riitta), JöCkel, K.-H. (Karl-Heinz), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Lehtimäki, T. (Terho), Lehrer, S.F. (Steven F.), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Metspalu, A. (Andres), Pendleton, N. (Neil), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pirastu, N. (Nicola), Pirastu, M. (Mario), Polasek, O. (Ozren), Posthuma, D. (Danielle), Power, C. (Christopher), Province, M.A. (Mike), Samani, N.J. (Nilesh), Schlessinger, D. (David), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Thorsteinsdottir, U. (Unnur), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas J.), Tiemeier, H.W. (Henning), Tung, J.Y. (Joyce Y.), Uitterlinden, A.G. (André), Vitart, V. (Veronique), Vollenweider, P. (Peter), Weir, D.R. (David), Wilson, J.F. (James F.), Wright, A.F. (Alan), Conley, D.C. (Dalton C.), Krueger, R.F., Smith, A.V. (Davey), Hofman, A. (Albert), Laibson, D. (David), Medland, S.E. (Sarah), Meyer, M.N. (Michelle N.), Yang, J. (Joanna), Johannesson, M. (Magnus), Visscher, P.M. (Peter), Esko, T. (Tõnu), Koellinger, Ph.D. (Philipp), Cesarini, D. (David), and Benjamin, D.J. (Daniel J.)
- Abstract
Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
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- 2016
- Full Text
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9. Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium
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Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, Verweij, K.J.H. (Karin J.), Krueger, R.F., Luciano, M. (Michelle), Arias-Vásquez, A. (Alejandro), Matteson, L.K. (Lindsay), Derringer, J., Esko, T. (Tõnu), Amin, N. (Najaf), Gordon, S.D. (Scott D.), Hansell, N.K. (Narelle), Hart, A.B. (Amy B.), Seppälä, I. (Ilkka), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Lee, M. (Minyoung), Miller, M. (Mike), Nutile, T., Tanaka, T. (Toshiko), Teumer, A. (Alexander), Viktorin, A. (Alexander), Wedenoja, J. (Juho), Abdellaoui, A. (Abdel), Abecasis, G.R. (Gonçalo), Adkins, D.E. (Daniel), Agrawal, A. (Arpana), Allik, J., Appel, K. (Katja), Bigdeli, T.B. (Tim), Busonero, F., Campbell, H. (Harry), Costa, P.T. (Paul), Smith, A.V. (Davey), Davies, G. (Gail), de Wit, H. (Harriet), Ding, J. (Jun), Engelhardt, B.E. (Barbara E.), Eriksson, J.G. (Johan G.), Fedko, I. (Iryna), Ferrucci, L. (Luigi), Franke, B. (Barbara), Giegling, I. (Ina), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew C.), Heinonen, K. (Kati), Henders, A.K. (Anjali), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Karlsson, R. (Robert), Kemp, J.P. (John), Kirkpatrick, M.G. (Matthew G.), Latvala, A. (Antti), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magri, C. (Chiara), Magnusson, P.K.E. (Patrik K. E.), Marten, J. (Jonathan), Maschio, A., Mbarek, H., Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Montgomery, G.W. (Grant W.), Nauck, M. (Matthias), Nivard, M. (Michel), Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pettersson, E. (Erik), Polasek, O. (Ozren), Qian, Y. (Yong), Pulkki-Råback, L. (Laura), Raitakari, O.T. (Olli T.), Realo, A. (Anu), Rose, R.J. (Richard J.), Ruggiero, D., Schmidt, C.O. (Carsten Oliver), Slutske, W.S. (Wendy), Sorice, R., Starr, J.M. (John), St Pourcain, B. (Beate), Sutin, A.R., Timpson, N.J. (Nicholas), Trochet, H. (Holly), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Wouda, J. (Jasper), Wright, M.J. (Margaret), Zgaga, L. (Lina), Generation Scotland, Porteous, D.J. (David J.), Minelli, A. (Alessandra), Palmer, A.A. (Abraham A.), Rujescu, D. (Dan), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Metspalu, A. (Andres), Kaprio, J. (Jaakko), Deary, I.J. (Ian), Räikkönen, K. (Katri), Wilson, J.F. (James F), Keltikangas-Järvinen, L. (Liisa), Bierut, L.J. (Laura J.), Hettema, J.M. (John M.), Grabe, H.J. (Hans Jörgen), Penninx, B.W.J.H. (Brenda), Duijn, C.M. (Cornelia) van, Evans, D.M. (David M.), Schlessinger, D. (David), Pedersen, N.L. (Nancy L.), Terracciano, A., McGue, M. (Matt), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, Verweij, K.J.H. (Karin J.), Krueger, R.F., Luciano, M. (Michelle), Arias-Vásquez, A. (Alejandro), Matteson, L.K. (Lindsay), Derringer, J., Esko, T. (Tõnu), Amin, N. (Najaf), Gordon, S.D. (Scott D.), Hansell, N.K. (Narelle), Hart, A.B. (Amy B.), Seppälä, I. (Ilkka), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Lee, M. (Minyoung), Miller, M. (Mike), Nutile, T., Tanaka, T. (Toshiko), Teumer, A. (Alexander), Viktorin, A. (Alexander), Wedenoja, J. (Juho), Abdellaoui, A. (Abdel), Abecasis, G.R. (Gonçalo), Adkins, D.E. (Daniel), Agrawal, A. (Arpana), Allik, J., Appel, K. (Katja), Bigdeli, T.B. (Tim), Busonero, F., Campbell, H. (Harry), Costa, P.T. (Paul), Smith, A.V. (Davey), Davies, G. (Gail), de Wit, H. (Harriet), Ding, J. (Jun), Engelhardt, B.E. (Barbara E.), Eriksson, J.G. (Johan G.), Fedko, I. (Iryna), Ferrucci, L. (Luigi), Franke, B. (Barbara), Giegling, I. (Ina), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew C.), Heinonen, K. (Kati), Henders, A.K. (Anjali), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Karlsson, R. (Robert), Kemp, J.P. (John), Kirkpatrick, M.G. (Matthew G.), Latvala, A. (Antti), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magri, C. (Chiara), Magnusson, P.K.E. (Patrik K. E.), Marten, J. (Jonathan), Maschio, A., Mbarek, H., Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Montgomery, G.W. (Grant W.), Nauck, M. (Matthias), Nivard, M. (Michel), Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pettersson, E. (Erik), Polasek, O. (Ozren), Qian, Y. (Yong), Pulkki-Råback, L. (Laura), Raitakari, O.T. (Olli T.), Realo, A. (Anu), Rose, R.J. (Richard J.), Ruggiero, D., Schmidt, C.O. (Carsten Oliver), Slutske, W.S. (Wendy), Sorice, R., Starr, J.M. (John), St Pourcain, B. (Beate), Sutin, A.R., Timpson, N.J. (Nicholas), Trochet, H. (Holly), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Wouda, J. (Jasper), Wright, M.J. (Margaret), Zgaga, L. (Lina), Generation Scotland, Porteous, D.J. (David J.), Minelli, A. (Alessandra), Palmer, A.A. (Abraham A.), Rujescu, D. (Dan), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Metspalu, A. (Andres), Kaprio, J. (Jaakko), Deary, I.J. (Ian), Räikkönen, K. (Katri), Wilson, J.F. (James F), Keltikangas-Järvinen, L. (Liisa), Bierut, L.J. (Laura J.), Hettema, J.M. (John M.), Grabe, H.J. (Hans Jörgen), Penninx, B.W.J.H. (Brenda), Duijn, C.M. (Cornelia) van, Evans, D.M. (David M.), Schlessinger, D. (David), Pedersen, N.L. (Nancy L.), Terracciano, A., McGue, M. (Matt), Martin, N.G. (Nicholas), and Boomsma, D.I. (Dorret)
- Abstract
Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion.
- Published
- 2016
- Full Text
- View/download PDF
10. Attention-Deficit/Hyperactivity Disorder
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van Ewijk, H., Oosterlaan, J., Blaney, P.H., Krueger, R.F., Millon, T., and Clinical Neuropsychology
- Published
- 2014
11. Schizoid and avoidant personality disorders
- Author
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Bernstein, D.P., Arntz, A., Travaglini, L., Blaney, P.H., Krueger, R.F., Millon, T., Clinical Psychological Science, RS: FPN CPS III, and RS: FPN CPS IV
- Published
- 2014
12. Harmonization of Neuroticism and Extraversion phenotypes across inventories and cohorts in the Genetics of Personality Consortium: an application of Item Response Theory
- Author
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van den Berg, S.M., de Moor, M.H.M., McGue, M., Pettersson, E., Terracciano, A., Verweij, C.J.H., Amin, N., Derringer, J., Esko, T., Grootheest, G., Hansell, N.K., Huffman, J., Konte, B., Lahti, J., Luciano, M., Matteson, L.K., Viktorin, A., Wouda, J., Agrawal, A., Allik, J., Bierut, L.J., Broms, U., Campbell, H., Smith, G.D., Eriksson, J.G., Ferrucci, L., Franke, B., Fox, J.P., de Geus, E.J.C., Giegling, I., Gow, A. J., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heikkilä, K., Iacono, W.G., Janzing, J., Jokela, M, Kiemeney, L., Lehtimäki, T., Madden, P.A.F., Magnusson, P.K.E., Northstone, K., Nutile, T., Ouwens, K.G., Palotie, A., Pattie, A., Pesonen, A.K., Pulkki-Råback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Seppälä, I., Slutske, W.S., Smyth, D.C., Sorice, R., Starr, J.M., Sutin, A.R., Tanaka, T., Verhagen, J, Vermeulen, S., Vuoksimaa, E., Widen, E., Willemsen, G., Wright, M.J., Zgaga, L., Rujescu, D., Metspalu, A., Wilson, J.F., Ciullo, M., Hayward, C., Rudan, I., Deary, I.J., Räikkönen, K., Arias-Vasquez, A., Costa, P.T., Keltikangas-Järvinen, L., van Duijn, C.M., Penninx, B.W.J.H., Krueger, R.F., Evans, D.M., Kaprio, J., Pedersen, N.L., Martin, N.G., Boomsma, D.I., Biological Psychology, Clinical Child and Family Studies, EMGO+ - Mental Health, Psychiatry, and EMGO - Mental health
- Subjects
Netherlands Twin Register (NTR) - Abstract
Mega- or meta-analytic studies (e.g. genome-wide association studies) are increasingly used in behavior genetics. An issue in such studies is that phenotypes are often measured by different instruments across study cohorts, requiring harmonization of measures so that more powerful fixed effect meta-analyses can be employed. Within the Genetics of Personality Consortium, we demonstrate for two clinically relevant personality traits, Neuroticism and Extraversion, how Item-Response Theory (IRT) can be applied to map item data from different inventories to the same underlying constructs. Personality item data were analyzed in >160,000 individuals from 23 cohorts across Europe, USA and Australia in which Neuroticism and Extraversion were assessed by nine different personality inventories. Results showed that harmonization was very successful for most personality inventories and moderately successful for some. Neuroticism and Extraversion inventories were largely measurement invariant across cohorts, in particular when comparing cohorts from countries where the same language is spoken. The IRT-based scores for Neuroticism and Extraversion were heritable (48 and 49 %, respectively, based on a meta-analysis of six twin cohorts, total N = 29,496 and 29,501 twin pairs, respectively) with a significant part of the heritability due to non-additive genetic factors. For Extraversion, these genetic factors qualitatively differ across sexes. We showed that our IRT method can lead to a large increase in sample size and therefore statistical power. The IRT approach may be applied to any mega- or meta-analytic study in which item-based behavioral measures need to be harmonized. © 2014 The Author(s).
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- 2014
13. Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder
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Moor, M.H. de, Berg, S.M. van den, Verweij, K.J., Krueger, R.F., Luciano, M., Arias Vasquez, A., Matteson, L.K., Derringer, J., Esko, T., Amin, N., Gordon, S.D., Hansell, N.K., Hart, A.B., Seppala, I., Huffman, J.E., Konte, B., Lahti, J., Lee (Helen Dowling Instituut), M. van der, Miller, M., Nutile, T., Tanaka, T., Teumer, A., Viktorin, A., Wedenoja, J., Abecasis, G.R., Adkins, D.E., Agrawal, A., Allik, J., Appel, K., Bigdeli, T.B., Busonero, F., Campbell, H., Costa, P.T., Smith, G., Davies, G., Wit, H. de, Ding, J., Engelhardt, B.E., Eriksson, J.G., Fedko, I.O., Ferrucci, L., Franke, B., Giegling, I., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heinonen, K., Henders, A.K., Homuth, G., Hottenga, J.J., Iacono, W.G., Janzing, J., Jokela, M., Karlsson, R., Kemp, J.P., Kirkpatrick, M.G., Latvala, A., Lehtimaki, T., Liewald, D.C., Madden, P.A., Magri, C., Magnusson, P.K., Marten, J., Maschio, A., Medland, S.E., Mihailov, E., Milaneschi, Y., Montgomery, G.W., Nauck, M., Ouwens, K.G., Palotie, A., Pettersson, E., Polasek, O., Qian, Y., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Schmidt, C.O., Slutske, W.S., Sorice, R., Starr, J.M., Pourcain, B. St, Sutin, A.R., Timpson, N.J., Trochet, H., Vermeulen, S., Vuoksimaa, E., Widen, E., Wouda, J., Wright, M.J., Zgaga, L., Porteous, D., Minelli, A., Palmer, A.A., Rujescu, D., Ciullo, M., Hayward, C., Rudan, I., et al., Moor, M.H. de, Berg, S.M. van den, Verweij, K.J., Krueger, R.F., Luciano, M., Arias Vasquez, A., Matteson, L.K., Derringer, J., Esko, T., Amin, N., Gordon, S.D., Hansell, N.K., Hart, A.B., Seppala, I., Huffman, J.E., Konte, B., Lahti, J., Lee (Helen Dowling Instituut), M. van der, Miller, M., Nutile, T., Tanaka, T., Teumer, A., Viktorin, A., Wedenoja, J., Abecasis, G.R., Adkins, D.E., Agrawal, A., Allik, J., Appel, K., Bigdeli, T.B., Busonero, F., Campbell, H., Costa, P.T., Smith, G., Davies, G., Wit, H. de, Ding, J., Engelhardt, B.E., Eriksson, J.G., Fedko, I.O., Ferrucci, L., Franke, B., Giegling, I., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heinonen, K., Henders, A.K., Homuth, G., Hottenga, J.J., Iacono, W.G., Janzing, J., Jokela, M., Karlsson, R., Kemp, J.P., Kirkpatrick, M.G., Latvala, A., Lehtimaki, T., Liewald, D.C., Madden, P.A., Magri, C., Magnusson, P.K., Marten, J., Maschio, A., Medland, S.E., Mihailov, E., Milaneschi, Y., Montgomery, G.W., Nauck, M., Ouwens, K.G., Palotie, A., Pettersson, E., Polasek, O., Qian, Y., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Schmidt, C.O., Slutske, W.S., Sorice, R., Starr, J.M., Pourcain, B. St, Sutin, A.R., Timpson, N.J., Trochet, H., Vermeulen, S., Vuoksimaa, E., Widen, E., Wouda, J., Wright, M.J., Zgaga, L., Porteous, D., Minelli, A., Palmer, A.A., Rujescu, D., Ciullo, M., Hayward, C., Rudan, I., and et al.
- Abstract
Contains fulltext : 153372.pdf (publisher's version ) (Closed access), IMPORTANCE: Neuroticism is a pervasive risk factor for psychiatric conditions. It genetically overlaps with major depressive disorder (MDD) and is therefore an important phenotype for psychiatric genetics. The Genetics of Personality Consortium has created a resource for genome-wide association analyses of personality traits in more than 63,000 participants (including MDD cases). OBJECTIVES: To identify genetic variants associated with neuroticism by performing a meta-analysis of genome-wide association results based on 1000 Genomes imputation; to evaluate whether common genetic variants as assessed by single-nucleotide polymorphisms (SNPs) explain variation in neuroticism by estimating SNP-based heritability; and to examine whether SNPs that predict neuroticism also predict MDD. DESIGN, SETTING, AND PARTICIPANTS: Genome-wide association meta-analysis of 30 cohorts with genome-wide genotype, personality, and MDD data from the Genetics of Personality Consortium. The study included 63,661 participants from 29 discovery cohorts and 9786 participants from a replication cohort. Participants came from Europe, the United States, or Australia. Analyses were conducted between 2012 and 2014. MAIN OUTCOMES AND MEASURES: Neuroticism scores harmonized across all 29 discovery cohorts by item response theory analysis, and clinical MDD case-control status in 2 of the cohorts. RESULTS: A genome-wide significant SNP was found on 3p14 in MAGI1 (rs35855737; P = 9.26 x 10-9 in the discovery meta-analysis). This association was not replicated (P = .32), but the SNP was still genome-wide significant in the meta-analysis of all 30 cohorts (P = 2.38 x 10-8). Common genetic variants explain 15% of the variance in neuroticism. Polygenic scores based on the meta-analysis of neuroticism in 27 cohorts significantly predicted neuroticism (1.09 x 10-12 < P < .05) and MDD (4.02 x 10-9 < P < .05) in the 2 other cohorts. CONCLUSIONS AND RELEVANCE: This study identifies a novel locus for neuroticism.
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- 2015
14. Meta-analysis of genome-wide association studies for neuroticism, and the polygenic association with major depressive disorder
- Author
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Moor, M.H.M. de, Berg, S.M. (Stéphanie) van den, Verweij, K.J.H. (Karin J.), Krueger, R.F., Luciano, M. (Michelle), Arias-Vásquez, A. (Alejandro), Matteson, L.K. (Lindsay), Derringer, J., Esko, T. (Tõnu), Amin, N. (Najaf), Gordon, S.D. (Scott D.), Hansell, N.K. (Narelle), Hart, A.B. (Amy B.), Seppälä, I. (Ilkka), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Lee, M. (Minyoung), Miller, M. (Mike), Nutile, T., Tanaka, T. (Toshiko), Teumer, A. (Alexander), Viktorin, A. (Alexander), Wedenoja, J. (Juho), Abecasis, G.R. (Gonçalo), Adkins, D.E. (Daniel), Agrawal, A. (Arpana), Allik, J., Appel, K. (Katja), Bigdeli, T.B. (Tim), Busonero, F., Campbell, H. (Harry), Costa, P.T. (Paul), Smith, A.V. (Davey), Davies, G. (Gail), de Wit, H. (Harriet), Ding, J. (Jun), Engelhardt, B.E. (Barbara E.), Eriksson, J.G. (Johan G.), Fedko, I. (Iryna), Ferrucci, L. (Luigi), Franke, B. (Barbara), Giegling, I. (Ina), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heinonen, K. (Kati), Henders, A.K. (Anjali), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Karlsson, R. (Robert), Kemp, J.P. (John), Kirkpatrick, M.G. (Matthew G.), Latvala, A. (Antti), Lehtimäki, T. (Terho), Liewald, D.C. (David C.), Madden, P.A. (Pamela), Magri, C. (Chiara), Magnusson, P.K.E. (Patrik K. E.), Marten, J. (Jonathan), Maschio, A., Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Montgomery, G.W. (Grant W.), Nauck, M. (Matthias), Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pettersson, E. (Erik), Polasek, O. (Ozren), Qian, Y. (Yong), Pulkki-Råback, L. (Laura), Raitakari, O.T. (Olli T.), Realo, A. (Anu), Rose, R.J. (Richard J.), Ruggiero, D., Schmidt, C.O. (Carsten Oliver), Slutske, W.S. (Wendy), Sorice, R., Starr, J.M. (John), St Pourcain, B. (Beate), Sutin, A.R., Timpson, N.J. (Nicholas), Trochet, H. (Holly), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Wouda, J. (Jasper), Wright, M.J. (Margaret), Zgaga, L. (Lina), Porteous, D.J. (David J.), Minelli, A. (Alessandra), Palmer, A.A. (Abraham A.), Rujescu, D. (Dan), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Metspalu, A. (Andres), Kaprio, J. (Jaakko), Deary, I.J. (Ian), Räikkönen, K. (Katri), Wilson, J.F. (James F), Keltikangas-Järvinen, L. (Liisa), Bierut, L.J. (Laura), Hettema, J.M. (John M.), Grabe, H.J. (Hans Jörgen), Duijn, C.M. (Cornelia) van, Evans, D.M. (David M.), Schlessinger, D. (David), Pedersen, N.L. (Nancy), Terracciano, A., McGue, M. (Matt), Penninx, B.W.J.H. (Brenda), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Moor, M.H.M. de, Berg, S.M. (Stéphanie) van den, Verweij, K.J.H. (Karin J.), Krueger, R.F., Luciano, M. (Michelle), Arias-Vásquez, A. (Alejandro), Matteson, L.K. (Lindsay), Derringer, J., Esko, T. (Tõnu), Amin, N. (Najaf), Gordon, S.D. (Scott D.), Hansell, N.K. (Narelle), Hart, A.B. (Amy B.), Seppälä, I. (Ilkka), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Lee, M. (Minyoung), Miller, M. (Mike), Nutile, T., Tanaka, T. (Toshiko), Teumer, A. (Alexander), Viktorin, A. (Alexander), Wedenoja, J. (Juho), Abecasis, G.R. (Gonçalo), Adkins, D.E. (Daniel), Agrawal, A. (Arpana), Allik, J., Appel, K. (Katja), Bigdeli, T.B. (Tim), Busonero, F., Campbell, H. (Harry), Costa, P.T. (Paul), Smith, A.V. (Davey), Davies, G. (Gail), de Wit, H. (Harriet), Ding, J. (Jun), Engelhardt, B.E. (Barbara E.), Eriksson, J.G. (Johan G.), Fedko, I. (Iryna), Ferrucci, L. (Luigi), Franke, B. (Barbara), Giegling, I. (Ina), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heinonen, K. (Kati), Henders, A.K. (Anjali), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Karlsson, R. (Robert), Kemp, J.P. (John), Kirkpatrick, M.G. (Matthew G.), Latvala, A. (Antti), Lehtimäki, T. (Terho), Liewald, D.C. (David C.), Madden, P.A. (Pamela), Magri, C. (Chiara), Magnusson, P.K.E. (Patrik K. E.), Marten, J. (Jonathan), Maschio, A., Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Montgomery, G.W. (Grant W.), Nauck, M. (Matthias), Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pettersson, E. (Erik), Polasek, O. (Ozren), Qian, Y. (Yong), Pulkki-Råback, L. (Laura), Raitakari, O.T. (Olli T.), Realo, A. (Anu), Rose, R.J. (Richard J.), Ruggiero, D., Schmidt, C.O. (Carsten Oliver), Slutske, W.S. (Wendy), Sorice, R., Starr, J.M. (John), St Pourcain, B. (Beate), Sutin, A.R., Timpson, N.J. (Nicholas), Trochet, H. (Holly), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Wouda, J. (Jasper), Wright, M.J. (Margaret), Zgaga, L. (Lina), Porteous, D.J. (David J.), Minelli, A. (Alessandra), Palmer, A.A. (Abraham A.), Rujescu, D. (Dan), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Metspalu, A. (Andres), Kaprio, J. (Jaakko), Deary, I.J. (Ian), Räikkönen, K. (Katri), Wilson, J.F. (James F), Keltikangas-Järvinen, L. (Liisa), Bierut, L.J. (Laura), Hettema, J.M. (John M.), Grabe, H.J. (Hans Jörgen), Duijn, C.M. (Cornelia) van, Evans, D.M. (David M.), Schlessinger, D. (David), Pedersen, N.L. (Nancy), Terracciano, A., McGue, M. (Matt), Penninx, B.W.J.H. (Brenda), Martin, N.G. (Nicholas), and Boomsma, D.I. (Dorret)
- Abstract
IMPORTANCE Neuroticism is a pervasive risk factor for psychiatric conditions. It genetically overlaps with major depressive disorder (MDD) and is therefore an important phenotype for psychiatric genetics. The Genetics of Personality Consortium has created a resource for genome-wide association analyses of personality traits in more than 63 000 participants (including MDD cases). OBJECTIVES To identify genetic variants associated with neuroticism by performing a meta-analysis of genome-wide association results based on 1000 Genomes imputation; to evaluate whether common genetic variants as assessed by single-nucleotide polymorphisms (SNPs) explain variation in neuroticism by estimating SNP-based heritability; and to examine whether SNPs that predict neuroticism also predict MDD. DESIGN, SETTING, AND PARTICIPANTS Genome-wide association meta-analysis of 30 cohorts with genome-wide genotype, personality, and MDD data from the Genetics of Personality Consortium. The study included 63 661 participants from 29 discovery cohorts and 9786 participants from a replication cohort. Participants came from Europe, the United States, or Australia. Analyses were conducted between 2012 and 2014. MAIN OUTCOMES AND MEASURES Neuroticism scores harmonized across all 29 discovery cohorts by item response theory analysis, and clinical MDD case-control status in 2 of the cohorts. RESULTS A genome-wide significant SNP was found on 3p14 in MAGI1 (rs35855737; P = 9.26 × 10-9 in the discovery meta-analysis). This association was not replicated (P = .32), but the SNP was still genome-wide significant in the meta-analysis of all 30 cohorts (P = 2.38 × 10-8). Common genetic variants explain 15%of the variance in neuroticism. Polygenic scores based on the meta-analysis of neuroticism in 27 cohorts significantly predicted neuroticism (1.09 × 10-12 < P <.05) and MDD (4.02 × 10-9 < P < .05) in the 2 other cohorts. CONCLUSIONS AND RELEVANCE This study identi
- Published
- 2015
- Full Text
- View/download PDF
15. Harmonization of Neuroticism and Extraversion phenotypes across inventories and cohorts in the Genetics of Personality Consortium: an application of Item Response Theory
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Berg, S.M. van den, Moor, M.H. de, McGue, M., Pettersson, E., Terracciano, A., Verweij, K.J., Amin, N., Derringer, J., Esko, T., Grootheest, G. van, Hansell, N.K., Huffman, J., Konte, B., Lahti, J., Luciano, M., Matteson, L.K., Viktorin, A., Wouda, J., Agrawal, A., Allik, J., Bierut, L.J., Broms, U., Campbell, H., Smith, G.D., Eriksson, J.G., Ferrucci, L., Franke, B., Fox, J.P., Geus, E.J. de, Giegling, I., Gow, A.J., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heikkila, K., Iacono, W.G., Janzing, J.G., Jokela, M., Kiemeney, B., Lehtimaki, T., Madden, P.A.F., Magnusson, P.K., Northstone, K., Nutile, T., Ouwens, K.G., Palotie, A., Pattie, A., Pesonen, A.K., Polasek, O., Pulkkinen, L., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Seppala, I., Slutske, W.S., Smyth, D.C., Sorice, R., Starr, J.M., Sutin, A.R., Tanaka, T., Verhagen, J., Vermeulen, S., Vuoksimaa, E., Widen, E., Willemsen, G., Wright, M.J., Zgaga, L., Rujescu, D., Metspalu, A., Wilson, J.F., Ciullo, M., Hayward, C., Rudan, I., Deary, I.J., Raikkonen, K., Arias Vasquez, A., Costa, P.T., Keltikangas-Jarvinen, L., Duijn, C.M. van, Penninx, B.W.J.H., Krueger, R.F., Evans, D.M., Kaprio, J., Pedersen, N.L., Martin, N.G., Boomsma, D.I., Berg, S.M. van den, Moor, M.H. de, McGue, M., Pettersson, E., Terracciano, A., Verweij, K.J., Amin, N., Derringer, J., Esko, T., Grootheest, G. van, Hansell, N.K., Huffman, J., Konte, B., Lahti, J., Luciano, M., Matteson, L.K., Viktorin, A., Wouda, J., Agrawal, A., Allik, J., Bierut, L.J., Broms, U., Campbell, H., Smith, G.D., Eriksson, J.G., Ferrucci, L., Franke, B., Fox, J.P., Geus, E.J. de, Giegling, I., Gow, A.J., Grucza, R.A., Hartmann, A.M., Heath, A.C., Heikkila, K., Iacono, W.G., Janzing, J.G., Jokela, M., Kiemeney, B., Lehtimaki, T., Madden, P.A.F., Magnusson, P.K., Northstone, K., Nutile, T., Ouwens, K.G., Palotie, A., Pattie, A., Pesonen, A.K., Polasek, O., Pulkkinen, L., Pulkki-Raback, L., Raitakari, O.T., Realo, A., Rose, R.J., Ruggiero, D., Seppala, I., Slutske, W.S., Smyth, D.C., Sorice, R., Starr, J.M., Sutin, A.R., Tanaka, T., Verhagen, J., Vermeulen, S., Vuoksimaa, E., Widen, E., Willemsen, G., Wright, M.J., Zgaga, L., Rujescu, D., Metspalu, A., Wilson, J.F., Ciullo, M., Hayward, C., Rudan, I., Deary, I.J., Raikkonen, K., Arias Vasquez, A., Costa, P.T., Keltikangas-Jarvinen, L., Duijn, C.M. van, Penninx, B.W.J.H., Krueger, R.F., Evans, D.M., Kaprio, J., Pedersen, N.L., Martin, N.G., and Boomsma, D.I.
- Abstract
Contains fulltext : 135909.pdf (publisher's version ) (Open Access), Mega- or meta-analytic studies (e.g. genome-wide association studies) are increasingly used in behavior genetics. An issue in such studies is that phenotypes are often measured by different instruments across study cohorts, requiring harmonization of measures so that more powerful fixed effect meta-analyses can be employed. Within the Genetics of Personality Consortium, we demonstrate for two clinically relevant personality traits, Neuroticism and Extraversion, how Item-Response Theory (IRT) can be applied to map item data from different inventories to the same underlying constructs. Personality item data were analyzed in >160,000 individuals from 23 cohorts across Europe, USA and Australia in which Neuroticism and Extraversion were assessed by nine different personality inventories. Results showed that harmonization was very successful for most personality inventories and moderately successful for some. Neuroticism and Extraversion inventories were largely measurement invariant across cohorts, in particular when comparing cohorts from countries where the same language is spoken. The IRT-based scores for Neuroticism and Extraversion were heritable (48 and 49 %, respectively, based on a meta-analysis of six twin cohorts, total N = 29,496 and 29,501 twin pairs, respectively) with a significant part of the heritability due to non-additive genetic factors. For Extraversion, these genetic factors qualitatively differ across sexes. We showed that our IRT method can lead to a large increase in sample size and therefore statistical power. The IRT approach may be applied to any mega- or meta-analytic study in which item-based behavioral measures need to be harmonized.
- Published
- 2014
16. Harmonization of neuroticism and extraversion phenotypes across inventories and cohorts in the Genetics of Personality Consortium: An application of item response theory
- Author
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Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, McGue, M. (Matt), Pettersson, E. (Erik), Terracciano, A., Verweij, K.J.H. (Karin J.), Amin, N. (Najaf), Derringer, J., Esko, T. (Tõnu), Grootheest, G. (Gerard) van, Hansell, N.K. (Narelle), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Luciano, M. (Michelle), Matteson, L.K. (Lindsay), Viktorin, A. (Alexander), Wouda, J. (Jasper), Agrawal, A. (Arpana), Allik, J., Bierut, L.J. (Laura), Broms, U. (Ulla), Campbell, H. (Harry), Smith, G.D. (George Davey), Hagen, K. (Knut), Ferrucci, L. (Luigi), Franke, B. (Barbara), Fox, J.P. (Jean-Paul), Geus, E.J.C. (Eco) de, Giegling, I. (Ina), Gow, A.J. (Alan J.), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heikkilä, K. (Kauko), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Kiemeney, L.A.L.M. (Bart), Lehtimäki, T. (Terho), Madden, P.A.F. (Pamela), Magnusson, P.K. (Patrik), Northstone, K. (Kate), Nutile, T., Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pattie, A. (Alison), Pesonen, A.-K. (Anu-Katriina), Polasek, O. (Ozren), Pulkkinen, L. (Lea), Pulkki-Råback, L. (Laura), Raitakari, O. (Olli), Realo, A. (Anu), Rose, R.J. (Richard), Ruggiero, D., Seppälä, I. (Ilkka), Slutske, W.S. (Wendy), Smyth, D.C. (David), Sorice, R., Starr, J.M. (John), Sutin, A.R., Tanaka, T. (Toshiko), Verhagen, J. (Josine), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wright, M.J. (Margaret), Zgaga, L. (Lina), Rujescu, D. (Dan), Metspalu, A. (Andres), Wilson, J.F. (James F), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Deary, I.J. (Ian), Räikkönen, K. (Katri), Arias-Vásquez, A. (Alejandro), Costa, P.T. (Paul), Keltikangas-Järvinen, L. (Liisa), Duijn, C.M. (Cornelia) van, Penninx, B.W.J.H. (Brenda), Krueger, R.F., Evans, D.M. (David), Kaprio, J. (Jaakko), Pedersen, N.L. (Nancy), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, McGue, M. (Matt), Pettersson, E. (Erik), Terracciano, A., Verweij, K.J.H. (Karin J.), Amin, N. (Najaf), Derringer, J., Esko, T. (Tõnu), Grootheest, G. (Gerard) van, Hansell, N.K. (Narelle), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Luciano, M. (Michelle), Matteson, L.K. (Lindsay), Viktorin, A. (Alexander), Wouda, J. (Jasper), Agrawal, A. (Arpana), Allik, J., Bierut, L.J. (Laura), Broms, U. (Ulla), Campbell, H. (Harry), Smith, G.D. (George Davey), Hagen, K. (Knut), Ferrucci, L. (Luigi), Franke, B. (Barbara), Fox, J.P. (Jean-Paul), Geus, E.J.C. (Eco) de, Giegling, I. (Ina), Gow, A.J. (Alan J.), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heikkilä, K. (Kauko), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Kiemeney, L.A.L.M. (Bart), Lehtimäki, T. (Terho), Madden, P.A.F. (Pamela), Magnusson, P.K. (Patrik), Northstone, K. (Kate), Nutile, T., Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pattie, A. (Alison), Pesonen, A.-K. (Anu-Katriina), Polasek, O. (Ozren), Pulkkinen, L. (Lea), Pulkki-Råback, L. (Laura), Raitakari, O. (Olli), Realo, A. (Anu), Rose, R.J. (Richard), Ruggiero, D., Seppälä, I. (Ilkka), Slutske, W.S. (Wendy), Smyth, D.C. (David), Sorice, R., Starr, J.M. (John), Sutin, A.R., Tanaka, T. (Toshiko), Verhagen, J. (Josine), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wright, M.J. (Margaret), Zgaga, L. (Lina), Rujescu, D. (Dan), Metspalu, A. (Andres), Wilson, J.F. (James F), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Deary, I.J. (Ian), Räikkönen, K. (Katri), Arias-Vásquez, A. (Alejandro), Costa, P.T. (Paul), Keltikangas-Järvinen, L. (Liisa), Duijn, C.M. (Cornelia) van, Penninx, B.W.J.H. (Brenda), Krueger, R.F., Evans, D.M. (David), Kaprio, J. (Jaakko), Pedersen, N.L. (Nancy), Martin, N.G. (Nicholas), and Boomsma, D.I. (Dorret)
- Abstract
Mega- or meta-analytic studies (e.g. genome-wide association studies) are increasingly used in behavior genetics. An issue in such studies is that phenotypes are often measured by different instruments across study cohorts, requiring harmonization of measures so that more powerful fixed effect meta-analyses can be employed. Within the Genetics of Personality Consortium, we demonstrate for two clinically relevant personality traits, Neuroticism and Extraversion, how Item-Response Theory (IRT) can be applied to map item data from different inventories to the same underlying constructs. Personality item data were analyzed in >160,000 individuals from 23 cohorts across Europe, USA and Australia in which Neuroticism and Extraversion were assessed by nine different personality inventories. Results showed that harmonization was very successful for most personality inventories and moderately successful for some. Neuroticism and Extraversion inventories were largely measurement invariant across cohorts, in particular when comparing cohorts from countries where the same language is spoken. The IRT-based scores for Neuroticism and Extraversion were heritable (48 and 49 %, respectively, based on a meta-analysis of six twin cohorts, total N = 29,496 and 29,501 twin pairs, respectively) with a significant part of the heritability due to non-additive genetic factors. For Extraversion, these genetic factors qualitatively differ across sexes. We showed that our IRT method can lead to a large increase in sample size and therefore statistical power. The IRT approach may be applied to any mega- or meta-analytic study in which item-based behavioral measures need to be harmonized.
- Published
- 2014
- Full Text
- View/download PDF
17. Explaining the link between childhood maltreatment and course of alcohol and nicotine dependence: The role of personality pathology
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Elliott, J.C., primary, Goodwin, R.D., additional, Stohl, M., additional, Wall, M.M., additional, Keyes, K.M., additional, Skodol, A.E., additional, Krueger, R.F., additional, Grant, B.F., additional, and Hasin, D.S., additional
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- 2014
- Full Text
- View/download PDF
18. GWAS of 126,559 individuals identifies genetic variants associated with educational attainment.
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LifeLines Cohort Study, Rietveld, C.A., Medland, S.E., Derringer, J., Yang, J., Esko, T., Martin, N.W., Westra, H.J., Shakhbazov, K., Abdellaoui, A., Agrawal, A., Albrecht, E., Alizadeh, B.Z., Amin, N., Barnard, J., Baumeister, S.E., Benke, K.S., Bielak, L.F., Boatman, J.A., Boyle, P.A., Davies, G., de Leeuw, C., Eklund, N., Evans, D.S., Ferhmann, R., Fischer, K., Gieger, C., Gjessing, H.K., Hägg, S., Harris, J.R., Hayward, C., Holzapfel, C., Ibrahim-Verbaas, C.A., Ingelsson, E., Jacobsson, B., Joshi, P.K., Jugessur, A., Kaakinen, M., Kanoni, S., Karjalainen, J., Kolcic, I., Kristiansson, K., Kutalik, Z., Lahti, J., Lee, S.H., Lin, P., Lind, P.A., Liu, Y., Lohman, K., Loitfelder, M., McMahon, G., Vidal, P.M., Meirelles, O., Milani, L., Myhre, R., Nuotio, M.L., Oldmeadow, C.J., Petrovic, K.E., Peyrot, W.J., Polasek, O., Quaye, L., Reinmaa, E., Rice, J.P., Rizzi, T.S., Schmidt, H., Schmidt, R., Smith, A.V., Smith, J.A., Tanaka, T., Terracciano, A., van der Loos, M.J., Vitart, V., Völzke, H., Wellmann, J., Yu, L., Zhao, W., Allik, J., Attia, J.R., Bandinelli, S., Bastardot, F., Beauchamp, J., Bennett, D.A., Berger, K., Bierut, L.J., Boomsma, D.I., Bültmann, U., Campbell, H., Chabris, C.F., Cherkas, L., Chung, M.K., Cucca, F., de Andrade, M., De Jager, P.L., De Neve, J.E., Deary, I.J., Dedoussis, G.V., Deloukas, P., Dimitriou, M., Eiríksdóttir, G., Elderson, M.F., Eriksson, J.G., Evans, D.M., Faul, J.D., Ferrucci, L., Garcia, M.E., Grönberg, H., Guðnason, V., Hall, P., Harris, J.M., Harris, T.B., Hastie, N.D., Heath, A.C., Hernandez, D.G., Hoffmann, W., Hofman, A., Holle, R., Holliday, E.G., Hottenga, J.J., Iacono, W.G., Illig, T., Järvelin, M.R., Kähönen, M., Kaprio, J., Kirkpatrick, R.M., Kowgier, M., Latvala, A., Launer, L.J., Lawlor, D.A., Lehtimäki, T., Li, J., Lichtenstein, P., Lichtner, P., Liewald, D.C., Madden, P.A., Magnusson, P.K., Mäkinen, T.E., Masala, M., McGue, M., Metspalu, A., Mielck, A., Miller, M.B., Montgomery, G.W., Mukherjee, S., Nyholt, D.R., Oostra, B.A., Palmer, L.J., Palotie, A., Penninx, B.W., Perola, M., Peyser, P.A., Preisig, M., Räikkönen, K., Raitakari, O.T., Realo, A., Ring, S.M., Ripatti, S., Rivadeneira, F., Rudan, I., Rustichini, A., Salomaa, V., Sarin, A.P., Schlessinger, D., Scott, R.J., Snieder, H., St Pourcain, B., Starr, J.M., Sul, J.H., Surakka, I., Svento, R., Teumer, A., Tiemeier, H., van Rooij, F.J., Van Wagoner, D.R., Vartiainen, E., Viikari, J., Vollenweider, P., Vonk, J.M., Waeber, G., Weir, D.R., Wichmann, H.E., Widen, E., Willemsen, G., Wilson, J.F., Wright, A.F., Conley, D., Davey-Smith, G., Franke, L., Groenen, P.J., Johannesson, M., Kardia, S.L., Krueger, R.F., Laibson, D., Martin, N.G., Meyer, M.N., Posthuma, D., Thurik, A.R., Timpson, N.J., Uitterlinden, A.G., van Duijn, C.M., Visscher, P.M., Benjamin, D.J., Cesarini, D., Koellinger, P.D., LifeLines Cohort Study, Rietveld, C.A., Medland, S.E., Derringer, J., Yang, J., Esko, T., Martin, N.W., Westra, H.J., Shakhbazov, K., Abdellaoui, A., Agrawal, A., Albrecht, E., Alizadeh, B.Z., Amin, N., Barnard, J., Baumeister, S.E., Benke, K.S., Bielak, L.F., Boatman, J.A., Boyle, P.A., Davies, G., de Leeuw, C., Eklund, N., Evans, D.S., Ferhmann, R., Fischer, K., Gieger, C., Gjessing, H.K., Hägg, S., Harris, J.R., Hayward, C., Holzapfel, C., Ibrahim-Verbaas, C.A., Ingelsson, E., Jacobsson, B., Joshi, P.K., Jugessur, A., Kaakinen, M., Kanoni, S., Karjalainen, J., Kolcic, I., Kristiansson, K., Kutalik, Z., Lahti, J., Lee, S.H., Lin, P., Lind, P.A., Liu, Y., Lohman, K., Loitfelder, M., McMahon, G., Vidal, P.M., Meirelles, O., Milani, L., Myhre, R., Nuotio, M.L., Oldmeadow, C.J., Petrovic, K.E., Peyrot, W.J., Polasek, O., Quaye, L., Reinmaa, E., Rice, J.P., Rizzi, T.S., Schmidt, H., Schmidt, R., Smith, A.V., Smith, J.A., Tanaka, T., Terracciano, A., van der Loos, M.J., Vitart, V., Völzke, H., Wellmann, J., Yu, L., Zhao, W., Allik, J., Attia, J.R., Bandinelli, S., Bastardot, F., Beauchamp, J., Bennett, D.A., Berger, K., Bierut, L.J., Boomsma, D.I., Bültmann, U., Campbell, H., Chabris, C.F., Cherkas, L., Chung, M.K., Cucca, F., de Andrade, M., De Jager, P.L., De Neve, J.E., Deary, I.J., Dedoussis, G.V., Deloukas, P., Dimitriou, M., Eiríksdóttir, G., Elderson, M.F., Eriksson, J.G., Evans, D.M., Faul, J.D., Ferrucci, L., Garcia, M.E., Grönberg, H., Guðnason, V., Hall, P., Harris, J.M., Harris, T.B., Hastie, N.D., Heath, A.C., Hernandez, D.G., Hoffmann, W., Hofman, A., Holle, R., Holliday, E.G., Hottenga, J.J., Iacono, W.G., Illig, T., Järvelin, M.R., Kähönen, M., Kaprio, J., Kirkpatrick, R.M., Kowgier, M., Latvala, A., Launer, L.J., Lawlor, D.A., Lehtimäki, T., Li, J., Lichtenstein, P., Lichtner, P., Liewald, D.C., Madden, P.A., Magnusson, P.K., Mäkinen, T.E., Masala, M., McGue, M., Metspalu, A., Mielck, A., Miller, M.B., Montgomery, G.W., Mukherjee, S., Nyholt, D.R., Oostra, B.A., Palmer, L.J., Palotie, A., Penninx, B.W., Perola, M., Peyser, P.A., Preisig, M., Räikkönen, K., Raitakari, O.T., Realo, A., Ring, S.M., Ripatti, S., Rivadeneira, F., Rudan, I., Rustichini, A., Salomaa, V., Sarin, A.P., Schlessinger, D., Scott, R.J., Snieder, H., St Pourcain, B., Starr, J.M., Sul, J.H., Surakka, I., Svento, R., Teumer, A., Tiemeier, H., van Rooij, F.J., Van Wagoner, D.R., Vartiainen, E., Viikari, J., Vollenweider, P., Vonk, J.M., Waeber, G., Weir, D.R., Wichmann, H.E., Widen, E., Willemsen, G., Wilson, J.F., Wright, A.F., Conley, D., Davey-Smith, G., Franke, L., Groenen, P.J., Johannesson, M., Kardia, S.L., Krueger, R.F., Laibson, D., Martin, N.G., Meyer, M.N., Posthuma, D., Thurik, A.R., Timpson, N.J., Uitterlinden, A.G., van Duijn, C.M., Visscher, P.M., Benjamin, D.J., Cesarini, D., and Koellinger, P.D.
- Abstract
A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R(2) ≈ 0.02%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ≈2% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.
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- 2013
19. GWAS of 126,559 individuals identifies genetic variants associated with educational attainment
- Author
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Rietveld, C.A. (Niels), Medland, S.E. (Sarah), Derringer, J., Yang, J. (Joanna), Esko, T. (Tõnu), Martin, N.W. (Nicolas), Westra, H.J. (Harm-Jan), Shakhbazov, K. (Konstantin), Abdellaoui, A. (Abdel), Agrawal, A. (Arpana), Albrecht, E. (Eva), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Barnard, J. (John), Baumeister, S.E. (Sebastian), Benke, P.J. (Paul), Bielak, L.F. (Lawrence F.), Boatman, J.A. (Jeffrey), Boyle, P.A. (Patricia), Davies, G. (Gail), Leeuw, C. (Christiaan) de, Eklund, N. (Niina), Evans, D.S. (Daniel), Ferhmann, R. (Rudolf), Fischer, K. (Krista), Gieger, C. (Christian), Gjessing, H.K. (Håkon), Hägg, S. (Sara), Harris, J.R. (Jennifer), Hayward, C. (Caroline), Holzapfel, C. (Christina), Ibrahim-Verbaas, C.A. (Carla), Ingelsson, E. (Erik), Jacobsson, B. (Bo), Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kanoni, S. (Stavroula), Karjalainen, J. (Juha), Kolcic, I. (Ivana), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Lee, S.H. (Sang Hong), Lin, P. (Peng), Lind, P.A. (Penelope), Liu, Y. (YongMei), Lohman, K. (Kurt), Loitfelder, M. (Marisa), Mcmahon, G. (George), Marques-Vidal, P. (Pedro), Meirelles, O., Milani, L. (Lili), Myhre, R. (Ronny), Nuotio, M.-L. (Marja-Liisa), Oldmeadow, C. (Christopher), Petrovic, K. (Katja), Peyrot, W.J. (Wouter ), Polasek, O. (Ozren), Quaye, L. (Lydia), Reinmaa, E. (Eva), Rice, J.P. (John), Rizzi, T.S. (Thais), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Smith, A.V. (Davey), Smith, J.A. (Jennifer A), Tanaka, T. (Toshiko), Terracciano, A., Loos, M.J.H.M. (Matthijs) van der, Vitart, V. (Veronique), Völzke, H. (Henry), Wellmann, J. (Jürgen), Yu, L. (Lei), Zhao, W. (Wei), Allik, J., Attia, J. (John), Bandinelli, S. (Stefania), Bastardot, F. (Francois), Beauchamp, J.P. (Jonathan), Bennett, D.A. (David), Berger, K. (Klaus), Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Bültmann, U. (Ute), Campbell, H. (Harry), Chabris, C.F. (Christopher F.), Cherkas, L. (Lynn), Chung, M.K. (Mina), Cucca, F. (Francesco), Andrade, M. (Mariza) de, Jager, P.L. (Philip) de, Neve, J.E. (Jan-Emmanuel) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Dimitriou, M. (Maria), Eiríksdóttir, G. (Guoný), Elderson, M.F. (Martin), Eriksson, J.G. (Johan), Evans, D.M. (David), Faul, J.D. (Jessica), Ferrucci, L. (Luigi), Garcia, M. (Melissa), Grönberg, H. (Henrik), Guonason, V. (Vilmundur), Hall, P. (Per), Harris, J.M. (Juliette), Harris, T.B. (Tamara), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hoffmann, W. (Wolfgang), Holle, R. (Rolf), Holliday, E.G. (Elizabeth), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Kirkpatrick, R.M. (Robert), Kowgier, M. (Matthew), Latvala, A. (Antti), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lehtimäki, T. (Terho), Li, J. (Jingmei), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Mäkinen, T. (Tuukka), Masala, G. (Giovanna), McGue, M. (Matt), Metspalu, A. (Andres), Mielck, A. (Andreas), Miller, M. (Michael), Montgomery, G.W. (Grant), Mukherjee, S. (Sutapa), Nyholt, D.R. (Dale), Oostra, B.A. (Ben), Palmer, C. (Cameron), Palotie, A. (Aarno), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peyser, P.A. (Patricia A.), Preisig, M. (Martin), Räikkönen, K. (Katri), Raitakari, O. (Olli), Realo, A. (Anu), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sarin, A.-P., Schlessinger, D., Scott, R.J. (Rodney), Snieder, H. (Harold), St Pourcain, B. (Beate), Starr, J.M. (John), Sul, J.H. (Jae Hoon), Surakka, I. (Ida), Svento, R. (Rauli), Teumer, A. (Alexander), Tiemeier, H.W. (Henning), Rooij, F.J.A. (Frank) van, Wagoner, D.R. (David) van, Vartiainen, E. (Erkki), Viikari, J. (Jorma), Vollenweider, P. (Peter), Vonk, J.M. (Judith), Waeber, G. (Gérard), Weir, D.R. (David), Wichmann, H.E. (Heinz Erich), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Conley, D. (Dalton), Davey-Smith, G. (George), Franke, L. (Lude), Groenen, P.J.F. (Patrick), Hofman, A. (Albert), Johannesson, M. (Magnus), Kardia, S.L.R. (Sharon), Krueger, R.F., Laibson, D. (David), Martin, N.G. (Nicholas), Meyer, M.N. (Michelle), Posthuma, D. (Danielle), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Koellinger, Ph.D. (Philipp), Rietveld, C.A. (Niels), Medland, S.E. (Sarah), Derringer, J., Yang, J. (Joanna), Esko, T. (Tõnu), Martin, N.W. (Nicolas), Westra, H.J. (Harm-Jan), Shakhbazov, K. (Konstantin), Abdellaoui, A. (Abdel), Agrawal, A. (Arpana), Albrecht, E. (Eva), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Barnard, J. (John), Baumeister, S.E. (Sebastian), Benke, P.J. (Paul), Bielak, L.F. (Lawrence F.), Boatman, J.A. (Jeffrey), Boyle, P.A. (Patricia), Davies, G. (Gail), Leeuw, C. (Christiaan) de, Eklund, N. (Niina), Evans, D.S. (Daniel), Ferhmann, R. (Rudolf), Fischer, K. (Krista), Gieger, C. (Christian), Gjessing, H.K. (Håkon), Hägg, S. (Sara), Harris, J.R. (Jennifer), Hayward, C. (Caroline), Holzapfel, C. (Christina), Ibrahim-Verbaas, C.A. (Carla), Ingelsson, E. (Erik), Jacobsson, B. (Bo), Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kanoni, S. (Stavroula), Karjalainen, J. (Juha), Kolcic, I. (Ivana), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Lee, S.H. (Sang Hong), Lin, P. (Peng), Lind, P.A. (Penelope), Liu, Y. (YongMei), Lohman, K. (Kurt), Loitfelder, M. (Marisa), Mcmahon, G. (George), Marques-Vidal, P. (Pedro), Meirelles, O., Milani, L. (Lili), Myhre, R. (Ronny), Nuotio, M.-L. (Marja-Liisa), Oldmeadow, C. (Christopher), Petrovic, K. (Katja), Peyrot, W.J. (Wouter ), Polasek, O. (Ozren), Quaye, L. (Lydia), Reinmaa, E. (Eva), Rice, J.P. (John), Rizzi, T.S. (Thais), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Smith, A.V. (Davey), Smith, J.A. (Jennifer A), Tanaka, T. (Toshiko), Terracciano, A., Loos, M.J.H.M. (Matthijs) van der, Vitart, V. (Veronique), Völzke, H. (Henry), Wellmann, J. (Jürgen), Yu, L. (Lei), Zhao, W. (Wei), Allik, J., Attia, J. (John), Bandinelli, S. (Stefania), Bastardot, F. (Francois), Beauchamp, J.P. (Jonathan), Bennett, D.A. (David), Berger, K. (Klaus), Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Bültmann, U. (Ute), Campbell, H. (Harry), Chabris, C.F. (Christopher F.), Cherkas, L. (Lynn), Chung, M.K. (Mina), Cucca, F. (Francesco), Andrade, M. (Mariza) de, Jager, P.L. (Philip) de, Neve, J.E. (Jan-Emmanuel) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Dimitriou, M. (Maria), Eiríksdóttir, G. (Guoný), Elderson, M.F. (Martin), Eriksson, J.G. (Johan), Evans, D.M. (David), Faul, J.D. (Jessica), Ferrucci, L. (Luigi), Garcia, M. (Melissa), Grönberg, H. (Henrik), Guonason, V. (Vilmundur), Hall, P. (Per), Harris, J.M. (Juliette), Harris, T.B. (Tamara), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hoffmann, W. (Wolfgang), Holle, R. (Rolf), Holliday, E.G. (Elizabeth), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Kirkpatrick, R.M. (Robert), Kowgier, M. (Matthew), Latvala, A. (Antti), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lehtimäki, T. (Terho), Li, J. (Jingmei), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Mäkinen, T. (Tuukka), Masala, G. (Giovanna), McGue, M. (Matt), Metspalu, A. (Andres), Mielck, A. (Andreas), Miller, M. (Michael), Montgomery, G.W. (Grant), Mukherjee, S. (Sutapa), Nyholt, D.R. (Dale), Oostra, B.A. (Ben), Palmer, C. (Cameron), Palotie, A. (Aarno), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peyser, P.A. (Patricia A.), Preisig, M. (Martin), Räikkönen, K. (Katri), Raitakari, O. (Olli), Realo, A. (Anu), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sarin, A.-P., Schlessinger, D., Scott, R.J. (Rodney), Snieder, H. (Harold), St Pourcain, B. (Beate), Starr, J.M. (John), Sul, J.H. (Jae Hoon), Surakka, I. (Ida), Svento, R. (Rauli), Teumer, A. (Alexander), Tiemeier, H.W. (Henning), Rooij, F.J.A. (Frank) van, Wagoner, D.R. (David) van, Vartiainen, E. (Erkki), Viikari, J. (Jorma), Vollenweider, P. (Peter), Vonk, J.M. (Judith), Waeber, G. (Gérard), Weir, D.R. (David), Wichmann, H.E. (Heinz Erich), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Conley, D. (Dalton), Davey-Smith, G. (George), Franke, L. (Lude), Groenen, P.J.F. (Patrick), Hofman, A. (Albert), Johannesson, M. (Magnus), Kardia, S.L.R. (Sharon), Krueger, R.F., Laibson, D. (David), Martin, N.G. (Nicholas), Meyer, M.N. (Michelle), Posthuma, D. (Danielle), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), and Koellinger, Ph.D. (Philipp)
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- 2013
- Full Text
- View/download PDF
20. Molecular genetics and subjective well-being
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Rietveld, C.A. (Niels), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Koellinger, Ph.D. (Philipp), Neve, J.E. (Jan-Emmanuel) de, Tiemeier, H.W. (Henning), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Krueger, R.F., Bartels, M. (Meike), Rietveld, C.A. (Niels), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Koellinger, Ph.D. (Philipp), Neve, J.E. (Jan-Emmanuel) de, Tiemeier, H.W. (Henning), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Krueger, R.F., and Bartels, M. (Meike)
- Abstract
Subjective well-being (SWB) is a major topic of research across the social sciences. Twin and family studies have found that genetic factors may account for as much as 30-40% of the variance in SWB. Here, we study genetic contributions to SWB in a pooled sample of ≈11,500 unrelated, comprehensively-genotyped Swedish and Dutch individuals. We apply a recently developed method to estimate "common narrow heritability": the fraction of variance in SWB that can be explained by the cumulative additive effects of genetic polymorphisms that are common in the population. Our estimates are 5-10% for single-question survey measures of SWB, and 12-18% after correction for measurement error in the SWB measures. Our results suggest guarded optimism about the prospects of using genetic data in SWB research because, although the common narrow heritability is not large, the polymorphisms that contribute to it could feasibly be discovered with a sufficiently large sample of individuals.
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- 2013
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- View/download PDF
21. Meta-analysis of genome-wide association studies for personality
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Moor, M.H.M. de, Costa Jr., P.T., Terracciano, A., Krueger, R.F., Geus, E.J.C. (Eco) de, Toshiko, T., Penninx, B.W.J.H. (Brenda), Esko, T., Madden, P.A.F. (Pamela), Derringer, J., Amin, N. (Najaf), Willemsen, G.A.H.M. (Gonneke), Hottenga, J.J. (Jouke Jan), Distel, M.A. (Marijn), Uda, M. (Manuela), Sanna, S. (Serena), Spinhoven, P., Hartman, C.A., Sullivan, P.F. (Patrick), Realo, A. (Anu), Allik, J., Heath, A.C., Pergadia, M.L., Lin, P., Grucza, R., Nutile, T., Ciullo, M., Rujescu, D. (Dan), Giegling, I. (Ina), Konte, B., Widen, E. (Elisabeth), Cousminer, D.L. (Diana), Eriksson, J.G., Palotie, A., Peltonen, L., Luciano, M. (Michelle), Tenesa, A. (Albert), Davies, G., Lopez, L.M., Hansell, N.K. (Narelle), Medland, S.E. (Sarah), Ferrucci, L., Schlessinger, D., Montgomery, G.W., Wright, M.J. (Margaret), Aulchenko, Y.S. (Yurii), Janssens, A.C.J.W. (Cécile), Oostra, B.A. (Ben), Metspalu, A. (Andres), Deary, I.J. (Ian), Räikkönen, K. (Katri), Bierut, L.J. (Laura), Martin, N.G. (Nicholas), Duijn, C.M. (Cornelia) van, Boomsma, D.I. (Dorret), Abecasis, G.R. (Gonçalo), Agrawal, A. (Arpana), Moor, M.H.M. de, Costa Jr., P.T., Terracciano, A., Krueger, R.F., Geus, E.J.C. (Eco) de, Toshiko, T., Penninx, B.W.J.H. (Brenda), Esko, T., Madden, P.A.F. (Pamela), Derringer, J., Amin, N. (Najaf), Willemsen, G.A.H.M. (Gonneke), Hottenga, J.J. (Jouke Jan), Distel, M.A. (Marijn), Uda, M. (Manuela), Sanna, S. (Serena), Spinhoven, P., Hartman, C.A., Sullivan, P.F. (Patrick), Realo, A. (Anu), Allik, J., Heath, A.C., Pergadia, M.L., Lin, P., Grucza, R., Nutile, T., Ciullo, M., Rujescu, D. (Dan), Giegling, I. (Ina), Konte, B., Widen, E. (Elisabeth), Cousminer, D.L. (Diana), Eriksson, J.G., Palotie, A., Peltonen, L., Luciano, M. (Michelle), Tenesa, A. (Albert), Davies, G., Lopez, L.M., Hansell, N.K. (Narelle), Medland, S.E. (Sarah), Ferrucci, L., Schlessinger, D., Montgomery, G.W., Wright, M.J. (Margaret), Aulchenko, Y.S. (Yurii), Janssens, A.C.J.W. (Cécile), Oostra, B.A. (Ben), Metspalu, A. (Andres), Deary, I.J. (Ian), Räikkönen, K. (Katri), Bierut, L.J. (Laura), Martin, N.G. (Nicholas), Duijn, C.M. (Cornelia) van, Boomsma, D.I. (Dorret), Abecasis, G.R. (Gonçalo), and Agrawal, A. (Arpana)
- Abstract
Personality can be thought of as a set of characteristics that influence people's thoughts, feelings and behavior across a variety of settings. Variation in personality is predictive of many outcomes in life
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- 2012
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22. The genetic association between personality and major depression or bipolar disorder. A polygenic score analysis using genome-wide association data
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Middeldorp, C.M. (Christel), Moor, M.H.M. de, McGrath, L.M., Gordon, S.D., Blackwood, D.H.R. (Douglas), Costa Jr., P.T., Terracciano, A., Krueger, R.F., Geus, E.J.C. (Eco) de, Nyholt, D.R. (Dale), Tanaka, T., Esko, T. (Tõnu), Madden, P.A.F. (Pamela), Derringer, J., Amin, N. (Najaf), Willemsen, G.A.H.M. (Gonneke), Hottenga, J.J. (Jouke Jan), Distel, M.A. (Marijn), Uda, M. (Manuela), Sanna, S. (Serena), Spinhoven, P., Hartman, C.A., Ripke, S. (Stephan), Sullivan, P.F., Realo, A. (Anu), Allik, J., Heath, A.C., Pergadia, M.L. (Michele), Agrawal, A. (Arpana), Lin, P., Grucza, R., Widen, E. (Elisabeth), Cousminer, D.L. (Diana), Eriksson, J.G., Palotie, A. (Aarno), Barnett, J.H. (Jennifer), Lee, P.H., Luciano, M. (Michelle), Tenesa, A. (Albert), Davies, G., Lopez, L.M., Hansell, N.K. (Narelle), Medland, S.E. (Sarah), Ferrucci, L., Schlessinger, D., Montgomery, G.W., Wright, M.J. (Margaret), Janssens, A.C.J.W. (Cécile), Oostra, B.A. (Ben), Metspalu, A. (Andres), Deary, I.J. (Ian), Räikkönen, K. (Katri), Bierut, L.J. (Laura), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Duijn, C.M. (Cornelia) van, Smoller, J.W., Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Abecasis, G.R. (Gonçalo), Aulchenko, Y.S. (Yurii), Middeldorp, C.M. (Christel), Moor, M.H.M. de, McGrath, L.M., Gordon, S.D., Blackwood, D.H.R. (Douglas), Costa Jr., P.T., Terracciano, A., Krueger, R.F., Geus, E.J.C. (Eco) de, Nyholt, D.R. (Dale), Tanaka, T., Esko, T. (Tõnu), Madden, P.A.F. (Pamela), Derringer, J., Amin, N. (Najaf), Willemsen, G.A.H.M. (Gonneke), Hottenga, J.J. (Jouke Jan), Distel, M.A. (Marijn), Uda, M. (Manuela), Sanna, S. (Serena), Spinhoven, P., Hartman, C.A., Ripke, S. (Stephan), Sullivan, P.F., Realo, A. (Anu), Allik, J., Heath, A.C., Pergadia, M.L. (Michele), Agrawal, A. (Arpana), Lin, P., Grucza, R., Widen, E. (Elisabeth), Cousminer, D.L. (Diana), Eriksson, J.G., Palotie, A. (Aarno), Barnett, J.H. (Jennifer), Lee, P.H., Luciano, M. (Michelle), Tenesa, A. (Albert), Davies, G., Lopez, L.M., Hansell, N.K. (Narelle), Medland, S.E. (Sarah), Ferrucci, L., Schlessinger, D., Montgomery, G.W., Wright, M.J. (Margaret), Janssens, A.C.J.W. (Cécile), Oostra, B.A. (Ben), Metspalu, A. (Andres), Deary, I.J. (Ian), Räikkönen, K. (Katri), Bierut, L.J. (Laura), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Duijn, C.M. (Cornelia) van, Smoller, J.W., Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Abecasis, G.R. (Gonçalo), and Aulchenko, Y.S. (Yurii)
- Abstract
The relationship between major depressive disorder (MDD) and bipolar disorder (BD) remains controversial. Previous research has reported differences and similarities in risk factors for MDD and BD, such as predisposing personality traits. For example, high neuroticism is related to both disorders, whereas openness to experience is specific for BD. This study examined the genetic association between personality and MDD and BD by applying polygenic scores for neuroticism, extraversion, openness to experience, agreeableness and conscientiousness to both disorders. Polygenic scores reflect the weighted sum of multiple single-nucleotide polymorphism alleles associated with the trait for an individual and were based on a meta-analysis of genome-wide association studies for personality traits including 13 835 subjects. Polygenic scores were tested for MDD in the combined Genetic Association Information Network (GAIN-MDD) and MDD2000 samples (N=8921) and for BD in the combined Systematic Treatment Enhancement Program for Bipolar Disorder and Wellcome Trust Case-Control Consortium samples (N=6329) using logistic regression analyses. At the phenotypic level, personality dimensions were associated with MDD and BD. Polygenic neuroticism scores were significantly positively associated with MDD, whereas polygenic extraversion scores were significantly positively associated with BD. The explained variance of MDD and BD, ∼0.1%, was highly comparable to the variance explained by the polygenic personality scores in the corresponding personality traits themselves (between 0.1 and 0.4%). This indicates that the proportions of variance explained in mood disorders are at the upper limit of what could have been expected. This study suggests shared genetic risk factors for neuroticism and MDD on the one hand and for extraversion and BD on the other.
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- 2011
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23. Meta-analysis of genome-wide association studies identifies common variants in CTNNA2 associated with Excitement-Seeking
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Terracciano, A., Esko, T., Sutin, A.R., de Moor, M.H.M., Meirelles, O., Zhu, G., Tanaka, T., Giegling, I., Nutile, T., Realo, A., Allik, J., Hansell, N.K., Wright, M.J., Montgomery, G.W., Willemsen, G., Hottenga, J.J., Friedl, M., Ruggiero, D., Sorice, R., Sanna, S., Deiana, B., Cucca, F., Krueger, R.F., Lahti, A., Luciano, M., Smoller, J.W., van Duijn, C.M., Abecasis, G.R., Boomsma, D.I., Ciullo, M., Costa, P.T., Ferrucci, L., Martin, N.G., Metspalu, A., Rujescu, D., Schlessinger, D., Uda, M., Terracciano, A., Esko, T., Sutin, A.R., de Moor, M.H.M., Meirelles, O., Zhu, G., Tanaka, T., Giegling, I., Nutile, T., Realo, A., Allik, J., Hansell, N.K., Wright, M.J., Montgomery, G.W., Willemsen, G., Hottenga, J.J., Friedl, M., Ruggiero, D., Sorice, R., Sanna, S., Deiana, B., Cucca, F., Krueger, R.F., Lahti, A., Luciano, M., Smoller, J.W., van Duijn, C.M., Abecasis, G.R., Boomsma, D.I., Ciullo, M., Costa, P.T., Ferrucci, L., Martin, N.G., Metspalu, A., Rujescu, D., Schlessinger, D., and Uda, M.
- Abstract
The tendency to seek stimulating activities and intense sensations define excitement-seeking, a personality trait akin to some aspects of sensation-seeking. This trait is a central feature of extraversion and is a component of the multifaceted impulsivity construct. Those who score high on measures of excitement-seeking are more likely to smoke, use other drugs, gamble, drive recklessly, have unsafe/unprotected sex and engage in other risky behaviors of clinical and social relevance. To identify common genetic variants associated with the Excitement-Seeking scale of the Revised NEO Personality Inventory, we performed genome-wide association studies in six samples of European ancestry (N=7860), and combined the results in a meta-analysis. We identified a genome-wide significant association between the Excitement-Seeking scale and rs7600563 (P=2 × 10
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- 2011
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24. Childhood adversities and the structure of common psychiatric disorders
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Keyes, K.M., primary, Eaton, N.R., additional, Krueger, R.F., additional, McLaughlin, K., additional, Wall, M.M., additional, Grant, B.F., additional, and Hasin, D.S., additional
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- 2011
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25. Advances in Well Completion And Stimulation During JPT's First Quarter Century
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Krueger, R.F., primary
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- 1973
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26. Effect of Perforation Damage on Well Productivity
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Klotz, J.A., primary, Krueger, R.F., additional, and Pye, D.S., additional
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- 1974
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27. Maximum Well Productivity in Damaged Formations Requires Deep, Clean Perforations
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Klotz, J.A., additional, Krueger, R.F., additional, and Pye, D.S., additional
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- 1974
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28. An Overview of Formation Damage and Well Productivity in Oilfield Operations: An Update
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Krueger, R.F., additional
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- 1988
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29. An Organic "Clay Substitute" for Nondamaging Water Base Drilling and Completion Fluids
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Fischer, P.W., additional, Gallus, J.P., additional, Krueger, R.F., additional, Pye, D.S., additional, Simmons, F.J., additional, and Talley, B.E., additional
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- 1973
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30. Improper Formation Sampling Leads to Improper Selection of Gravel Size
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Maly, G.P., primary and Krueger, R.F., additional
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- 1971
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31. An Analog Computer for Studying Heat Transfer During a Thermal Recovery Process
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Vogel, L.C., primary and Krueger, R.F., additional
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- 1955
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32. An Organic "Clay Substitute" for Nondamaging Water Base Drilling and Completion Fluids
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Fischer, P.W., primary, Gallus, J.P., additional, Krueger, R.F., additional, Pye, D.S., additional, Simmons, F.J., additional, and Talley, B.E., additional
- Published
- 1973
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33. Concordance of reflux among monozygotic and dizygotic twins
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Zaman, M.S., Jones, M.P., Krueger, R.F., Chavez, N.F., Talley, N.J., and Lembo, T.
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- 2001
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34. The association between lower educational attainment and depression owing to shared genetic effects?: Results in ~25,000 subjects
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Patricia A. Peyser, Jessica D. Faul, Patrik K. E. Magnusson, Nicholas D. Hastie, Beate St Pourcain, Marcus Ising, Gérard Waeber, Behrooz Z. Alizadeh, Judith M. Vonk, Lawrence F. Bielak, Sang Hong Lee, Wouter J. Peyrot, Thomas Illig, M. M. Weissman, Nicholas J. Timpson, George Dedoussis, Nicholas G. Martin, Tomi E. Mäkinen, Jorma Viikari, Lili Milani, Harold Snieder, Laura J. Bierut, A. C. Heath, Reinhold E. Schmidt, Mariza de Andrade, Vilmundur Gudnason, K. Petrovic, Robert M. Kirkpatrick, Marcela González Gross, William G. Iacono, Michelle N. Meyer, Henry Völzke, Marisa Loitfelder, Maria Dimitriou, Lude Franke, Robert F. Krueger, E. J. C. G. van den Oord, Sven Cichon, Michael Conlon O'Donovan, Ian W. Craig, Shawn N. Murphy, Danielle Posthuma, Brenda W.J.H. Penninx, Aarno Palotie, Roy Thurik, Panos Deloukas, Matt McGue, M. Preisig, Patricia A. Boyle, Osorio Meirelles, Ben A. Oostra, Klaus Berger, G. M. Montgomery, Sharon L.R. Kardia, Peter K. Joshi, K. Stefansson, Paul Lichtenstein, Andrew Heath, Andrea Schulz, Dena G. Hernandez, Debbie A Lawlor, S. P. Hamilton, James B. Potash, Z. Kutalik, Elisabeth Widen, Emil L. Sigurdsson, Rudolf S N Fehrmann, Matthias Nauck, Mikael Landén, Kurt Lohman, S.D. Gordon, Lefkos T. Middleton, Caroline Hayward, Anjali K. Henders, Philipp Koellinger, Jeffrey A. Boatman, G van Grootheest, M. Daly, Jian Yang, Peter Vollenweider, Penelope A. Lind, Stacy Steinberg, Frank J. A. van Rooij, Florian Holsboer, Hkon K. Gjessing, Erkki Vartiainen, Magnus Johannesson, Jingmei Li, David Laibson, Henrik Grönberg, Tõnu Esko, Ivana Kolcic, Niina Eklund, Kelly S. Benke, Henning Tiemeier, Isaac S. Kohane, Nicolas W. Martin, Ronny Myhre, Frans G. Zitman, Arpana Agrawal, James F. Wilson, Michael R. Barnes, Lei Yu, Thorgeir E. Thorgeirsson, Franois Bastardot, Katri Räikkönen, William Lawson, Willem A. Nolen, M. Rietschel, René Breuer, Bertram Müller-Myhsok, James A. Knowles, Grant W. Montgomery, Eva Reinmaa, Rudolf Uher, Andreas Mielck, Luigi Ferrucci, S. E. Medland, Yuri Milaneschi, Philip L. De Jager, Manfred Uhr, A. E. Farmer, Cornelia M. van Duijn, Samuli Ripatti, Marja-Liisa Nuotio, Manuel Mattheisen, Sebastian E. Baumeister, David R. Van Wagoner, Martin Preisig, Fernando Rivadeneira, Peter Lichtner, Christopher Oldmeadow, Hreinn Stefansson, Ian B. Hickie, Darina Czamara, Elizabeth G. Holliday, Astanand Jugessur, Carla A. Ibrahim-Verbaas, Jaime Derringer, Vivian S. Gainer, P. Muglia, Daniel J. Benjamin, Patrick K.E. Magnusson, Patience J. Gallagher, Jennifer A. Smith, Lynn Cherkas, Pamela A. F. Madden, David A. Bennett, Zoltán Kutalik, George Davey-Smith, Gudny Eiriksdottir, Jens Treutlein, N. Craddock, Juliette Harris, Antti Latvala, Roy H. Perlis, Markus M. Noethen, Jan-Emmanuel De Neve, Stanley I. Shyn, J.H. Smit, Dalton Conley, Adriaan Hofman, Jari Lahti, Patrick J. F. Groenen, Jüri Allik, Albert V. Smith, Ozren Polasek, Susan M. Ring, Thomas Bettecken, Michele L. Pergadia, Patrick J. McGrath, Katherine E. Tansey, Stephan Ripke, Hogni Oskarsson, Peng Lin, Douglas F. Levinson, Matthijs J. H. M. van der Loos, Melissa E. Garcia, Jonathan P. Beauchamp, Rodney J. Scott, Zhihong Zhu, Michel Guipponi, Lyle J. Palmer, Alexander Teumer, William Coryell, Stefan Kloiber, Gonneke Willemsen, John Frank, Victor M. Castro, Andrew M. McIntosh, John M. Starr, Antonio Terracciano, Mika Kähönen, Marco Masala, Markus Perola, André G. Uitterlinden, Sutapa Mukherjee, Alexander Viktorin, Lenore J. Launer, Elisabeth B. Binder, William A. Scheftner, Christel M. Middeldorp, D. H. R. Blackwood, I. Jones, Thais S. Rizzi, A. Teumer, Cornelius A. Rietveld, Aldo Rustichini, Guy Lewis, Susan L. Slager, David M. Evans, Dorret I. Boomsma, Harry Campbell, Susanne Churchill, Johan G. Eriksson, Alan F. Wright, Dan V. Iosifescu, W. Maier, Francesco Cucca, Federica Tozzi, David R. Weir, Eva Albrecht, L. Milani, Jennifer R. Harris, Min A. Jhun, Marjo-Riitta Järvelin, Martin F. Elderson, Ute Bültmann, Olli T. Raitakari, Konstantin Shakhbazov, Krista Fischer, Thomas G. Schulze, T. Jung-Ying, P. Lichtenstein, Terho Lethimäki, Jeffrey B. Weilburg, Rolf Holle, Bo Jacobsson, Pedro Marques Vidal, Jordan W. Smoller, Stavroula Kanoni, Kati Kristiansson, Sergey Goryachev, Michael Steffens, Peter M. Visscher, Toshiko Tanaka, Donald J. MacIntyre, Witte J.G. Hoogendijk, David Schlessinger, Ian J. Deary, Harm-Jan Westra, Erik Ingelsson, E.J.C. de Geus, Franziska Degenhardt, Lydia Quaye, John Barnard, David C. Liewald, John P. Rice, Christopher F. Chabris, P. McGuffin, Tamara B. Harris, C. M. Lewis, Gail Davies, Enda M. Byrne, H.-Erich Wichmann, Sara Hägg, David Cesarini, Najaf Amin, Juha Karjalainen, Dale R. Nyholt, Christian Gieger, Per Hall, Ania Korszun, Neale Bm, Wei Zhao, Abdel Abdellaoui, Andres Metspalu, Christina Holzapfel, Jae Hoon Sul, Christiaan de Leeuw, Antti-Pekka Sarin, Ida Surakka, Veikko Salomaa, Mina K. Chung, N. L. Pedersen, Gerome Breen, P. A. F. Madden, Martin A. Kohli, J Kaprio, John Attia, Jing Shi, Gibran Hemani, Rauli Svento, Veronique Vitart, Susanne Lucae, L. A. Jones, Jouke-Jan Hottenga, Daniel S. Evans, Hans-Jörgen Grabe, Yongmei Liu, Danyu Lin, Albert Hofman, George McMahon, Naomi R. Wray, Stefan Herms, Stefania Bandinelli, W. Hoffmann, P.F. Sullivan, Susanne Hoefels, Michael B. Miller, Alan W. McLean, Igor Rudan, Jürgen Wellmann, Anu Realo, Maurizio Fava, Matthew Kowgier, Marika Kaakinen, Helena Schmidt, Faculteit Medische Wetenschappen/UMCG, Peyrot, WJ, Lee, SH, Milaneschi, Y, Abdellaoui, A, Penninx, BWJH, Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium, Social Science Genetic Association Consortium, Psychiatry, NCA - Neurobiology of mental health, EMGO - Mental health, Applied Economics, Biological Psychology, Complex Trait Genetics, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, EMGO+ - Mental Health, Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium (Corporate Collaborator), Social Science Genetic Association Consortium Corporate Collaborator, Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium Corporate Collaborator, Lewis, C.M., Hamilton, S.P., Weissman, M.M., Breen, G., Blackwood, D.H., Cichon, S., Heath, A.C., Holsboer, F., Madden, P.A., McGuffin, P., Muglia, P., Pergadia, M.L., Lin, D., Müller-Myhsok, B., Steinberg, S., Grabe, H.J., Lichtenstein, P., Magnusson, P., Perlis, R.H., Preisig, M., Smoller, J.W., Stefansson, K., Uher, R., Kutalik, Z., Tansey, K.E., Teumer, A., Viktorin, A., Barnes, M.R., Bettecken, T., Binder, E.B., Breuer, R., Castro, V.M., Churchill, S.E., Coryell, W.H., Craddock, N., Craig, I.W., Czamara, D., Degenhardt, F., Farmer, A.E., Fava, M., Frank, J., Gainer, V.S., Gallagher, P.J., Gordon, S.D., Goryachev, S., Gross, M., Guipponi, M., Henders, A.K., Herms, S., Hickie, I.B., Hoefels, S., Hoogendijk, W., Iosifescu, D.V., Ising, M., Jones, I., Jones, L., Jung-Ying, T., Knowles, J.A., Kohane, I.S., Kohli, M.A., Korszun, A., Landen, M., Lawson, W.B., Lewis, G., Macintyre, D., Maier, W., Mattheisen, M., McGrath, P.J., McIntosh, A., McLean, A., Middeldorp, C.M., Middleton, L., Montgomery, G.M., Murphy, S.N., Nauck, M., Nolen, W.A., Nyholt, D.R., O'Donovan, M., Oskarsson, H., Pedersen, N., Scheftner, W.A., Schulz, A., Schulze, T.G., Shyn, S.I., Sigurdsson, E., Slager, S.L., Smit, J.H., Stefansson, H., Steffens, M., Thorgeirsson, T., Tozzi, F., Treutlein, J., Uhr, M., van den Oord, E.J., Van Grootheest, G., Völzke, H., Weilburg, J.B., Willemsen, G., Zitman, F.G., Neale, B., Daly, M., Sullivan, P.F., Agrawal, A., Albrecht, E., Alizadeh, B.Z., Allik, J., Amin, N., Attia, J.R., Bandinelli, S., Barnard, J., Bastardot, F., Baumeister, S.E., Beauchamp, J., Benjamin, D.J., Benke, K.S., Bennett, D.A., Berger, K., Bielak, L.F., Bierut, L.J., Boatman, J.A., Boyle, P.A., Bültmann, U., Campbell, H., Cesarini, D., Chabris, C.F., Cherkas, L., Chung, M.K., Conley, D., Cucca, F., Davey-Smith, G., Davies, G., de Andrade, M., De Jager, P.L., de Leeuw, C., De Neve, J.E., Deary, I.J., Dedoussis, G.V., Deloukas, P., Derringer, J., Dimitriou, M., Eiriksdottir, G., Eklund, N., Elderson, M.F., Eriksson, J.G., Evans, D.S., Evans, D.M., Faul, J.D., Fehrmann, R., Ferrucci, L., Fischer, K., Franke, L., Garcia, M.E., Gieger, C., Gjessing, H.K., Groenen, P.J., Grönberg, H., Gudnason, V., Hägg, S., Hall, P., Harris, J.R., Harris, J.M., Harris, T.B., Hastie, N.D., Hayward, C., Hernandez, D.G., Hoffmann, W., Hofman, A., Holle, R., Holliday, E.G., Holzapfel, C., Iacono, W.G., Ibrahim-Verbaas, C.A., Illig, T., Ingelsson, E., Jacobsson, B., Järvelin, M.R., Jhun, M.A., Johannesson, M., Joshi, P.K., Jugessur, A., Kaakinen, M., Kähönen, M., Kanoni, S., Kaprio, J., Kardia, S.L., Karjalainen, J., Kirkpatrick, R.M., Koellinger, P.D., Kolcic, I., Kowgier, M., Kristiansson, K., Krueger, R.F., Lahti, J., Laibson, D., Latvala, A., Launer, L.J., Lawlor, D.A., Lethimäki, T., Li, J., Lichtner, P.K., Liewald, D.C., Lin, P., Lind, P.A., Liu, Y., Lohman, K., Loitfelder, M., Magnusson, P.K., Mäkinen, T.E., Vidal, P.M., Martin, N.W., Masala, M., McGue, M., McMahon, G., Meirelles, O., Meyer, M.N., Mielck, A., Milani, L., Miller, M.B., Montgomery, G.W., Mukherjee, S., Myhre, R., Nuotio, M.L., Oldmeadow, C.J., Oostra, B.A., Palmer, L.J., Palotie, A., Perola, M., Petrovic, K.E., Peyser, P.A., Polašek, O., Posthuma, D., Quaye, L., Räikkönen, K., Raitakari, O.T., Realo, A., Reinmaa, E., Rice, J.P., Ring, S.M., Ripatti, S., Rivadeneira, F., Rizzi, T.S., Rudan, I., Rustichini, A., Salomaa, V., Sarin, A.P., Schlessinger, D., Schmidt, H., Schmidt, R., Scott, R.J., Shakhbazov, K., Smith, A.V., Smith, J.A., Snieder, H., Pourcain, B.S., Starr, J.M., Sul, J.H., Surakka, I., Svento, R., Tanaka, T., Terracciano, A., Thurik, A.R., Tiemeier, H., Timpson, N.J., Uitterlinden, A.G., van der Loos, M.J., van Duijn, C.M., van Rooij, F.J., Van Wagoner, D.R., Vartiainen, E., Viikari, J., Visscher, P.M., Vitart, V., Vollenweider, P.K., Vonk, J.M., Waeber, G., Weir, D.R., Wellmann, J., Westra, H.J., Wichmann, H.E., Widen, E., Wilson, J.F., Wright, A.F., Yang, J., Yu, L., and Zhao, W.
- Subjects
Netherlands Twin Register (NTR) ,Male ,Genome-wide association study ,Logistic regression ,Cohort Studies ,Odds Ratio ,pleiotropic genetic effects ,Netherlands ,Psychiatry ,education.field_of_study ,Likelihood Functions ,Single Nucleotide ,Middle Aged ,Psychiatry and Mental health ,educational attainment ,depression ,Major depressive disorder ,Educational Status ,Regression Analysis ,Female ,Psychology ,Adult ,Estonia ,medicine.medical_specialty ,Biochemistry & Molecular Biology ,Aged ,Depressive Disorder, Major/epidemiology ,Depressive Disorder, Major/genetics ,Depressive Disorder, Major/psychology ,Estonia/epidemiology ,Gene-Environment Interaction ,Genetic Association Studies ,Genotype ,Humans ,Netherlands/epidemiology ,Polymorphism, Single Nucleotide/genetics ,Psychiatric Status Rating Scales ,Concordance ,Population ,SNP ,Single-nucleotide polymorphism ,Genetic correlation ,behavioral disciplines and activities ,Polymorphism, Single Nucleotide ,Article ,Cellular and Molecular Neuroscience ,mental disorders ,medicine ,Polymorphism ,education ,Molecular Biology ,Depressive Disorder ,Depressive Disorder, Major ,major depressive disorder ,ta1184 ,Neurosciences ,Major ,Odds ratio ,medicine.disease ,ta3124 ,Neurosciences & Neurology ,polymorphisms ,Demography - Abstract
An association between lower educational attainment (EA) and an increased risk for depression has been confirmed in various western countries. This study examines whether pleiotropic genetic effects contribute to this association. Therefore, data were analyzed from a total of 9662 major depressive disorder (MDD) cases and 14 949 controls (with no lifetime MDD diagnosis) from the Psychiatric Genomics Consortium with additional Dutch and Estonian data. The association of EA and MDD was assessed with logistic regression in 15 138 individuals indicating a significantly negative association in our sample with an odds ratio for MDD 0.78 (0.75-0.82) per standard deviation increase in EA. With data of 884 105 autosomal common single-nucleotide polymorphisms (SNPs), three methods were applied to test for pleiotropy between MDD and EA: (i) genetic profile risk scores (GPRS) derived from training data for EA (independent meta-analysis on similar to 120 000 subjects) and MDD (using a 10-fold leave-one-out procedure in the current sample), (ii) bivariate genomic-relationship-matrix restricted maximum likelihood (GREML) and (iii) SNP effect concordance analysis (SECA). With these methods, we found (i) that the EA-GPRS did not predict MDD status, and MDD-GPRS did not predict EA, (ii) a weak negative genetic correlation with bivariate GREML analyses, but this correlation was not consistently significant, (iii) no evidence for concordance of MDD and EA SNP effects with SECA analysis. To conclude, our study confirms an association of lower EA and MDD risk, but this association was not because of measurable pleiotropic genetic effects, which suggests that environmental factors could be involved, for example, socioeconomic status. Refereed/Peer-reviewed
- Published
- 2015
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