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Meta-analysis of genome-wide association studies for personality
Open accessAbstract
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, including mental health. Here we report on a meta-analysis of genome-wide association (GWA) data for personality in 10 discovery samples (17 375 adults) and five in silico replication samples (3294 adults). All participants were of European ancestry. Personality scores for Neuroticism, Extraversion, Openness to Experience, Agreeableness and Conscientiousness were based on the NEO Five-Factor Inventory. Genotype data of ∼2.4M single-nucleotide polymorphisms (SNPs; directly typed and imputed using HapMap data) were available. In the discovery samples, classical association analyses were performed under an additive model followed by meta-analysis using the weighted inverse variance method. Results showed genome-wide significance for Openness to Experience near the RASA1 gene on 5q14.3 (rs1477268 and rs2032794, P=2.8 × 10−8 and 3.1 × 10−8) and for Conscientiousness in the brain-expressed KATNAL2 gene on 18q21.1 (rs2576037, P=4.9 × 10−8). We further conducted a gene-based test that confirmed the association of KATNAL2 to Conscientiousness. In silico replication did not, however, show significant associations of the top SNPs with Openness and Conscientiousness, although the direction of effect of the KATNAL2 SNP on Conscientiousness was consistent in all replication samples. Larger scale GWA studies and alternative approaches are required for confirmation of KATNAL2 as a novel gene affecting Conscientiousness.
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A new multipoint method for genome-wide association studies by imputation of genotypes
Marchini, J., Howie, B., Myers, S., McVean, G., & Donnelly, P. (2007) · Nature Genetics · doi:10.1038/ng2088 · Cited by 2,609
Hundreds of variants clustered in genomic loci and biological pathways affect human height
Lango Allen, H., Estrada, K., Lettre, G., Berndt, S. I., Weedon, M. N., Rivadeneira, F., Willer, C. J., Jackson, A. U., Vedantam, S., Raychaudhuri, S., et al. (2010) · Nature · doi:10.1038/nature09410 · Cited by 1,945
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Trajectories of growth among children who have coronary events as adults
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Bouchard, T. J., & Loehlin, J. C. (2001) · Behavior Genetics · doi:10.1023/a:1012294324713 · Cited by 1,085
Samuel, D. B., & Widiger, T. A. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2008.07.002 · Cited by 1,018
The five-factor model and personality disorder empirical literature: A meta-analytic review
Saulsman, L. M., & Page, A. C. (2004) · Clinical Psychology Review · doi:10.1016/j.cpr.2002.09.001 · Cited by 915
Deary, I. J., Whiteman, M. C., Starr, J. M., Whalley, L. J., & Fox, H. C. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.1.130 · Cited by 809
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Research works printed but not linked: 56
- Costa PT, McCrae RR . Professional Manual: Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor-Inventory (NEO-FFI). Psychological Assessment Resources: Odessa, FL, 1992.
- Hettema JM, Neale MC, Myers JM, Prescott CA, Kendler KS . A population-based twin study of the relationship between neuroticism and internalizing disorders. Am J Psychiatry 2006; 163: 857–864. · DOI · Paper page
- Dick DM, Aliev F, Wang JC, Grucza RA, Schuckit M, Kuperman S et al. Using dimensional models of externalizing psychopathology to aid in gene identification. Arch Gen Psychiatry 2008; 65: 310–318. · DOI
- Bienvenu OJ, Samuels JF, Costa PT, Reti IM, Eaton WW, Nestadt G . Anxiety and depressive disorders and the five-factor model of personality: a higher- and lower-order personality trait investigation in a community sample. Depress Anxiety 2004; 20: 92–97. · DOI · Paper page
- Fanous A, Gardner CO, Prescott CA, Cancro R, Kendler KS . Neuroticism, major depression and gender: a Population-Based Twin Study. Psychol Med 2002; 32: 719–728. · DOI · Paper page
- Kendler KS, Myers J . The genetic and environmental relationship between major depression and the five-factor model of personality. Psychol Med 2009; 40: 1–6.
- Weiss A, Sutin AR, Duberstein PR, Friedman B, Bagby RM, Costa PT . The personality domains and styles of the five-factor model are related to incident depression in Medicare recipients aged 65 to 100. Am J Geriatr Psychiatry 2009; 17: 591–601. · DOI
- Terracciano A, Lockenhoff CE, Crum RM, Bienvenu OJ, Costa PT . Five-factor model personality profiles of drug users. BMC Psychiatry 2008; 8: 22. · DOI · Paper page
- Thoresen CJ, Bradley JC, Bliese PD, Thoresen JD . The big five personality traits and individual job performance growth trajectories in maintenance and transitional job stages. J Appl Psychol 2004; 89: 835–853. · DOI · Paper page
- De Moor MHM, Beem AL, Stubbe JH, Boomsma DI, de Geus EJC . Regular exercise, anxiety, depression and personality: a population-based study. Prev Med 2006; 42: 273–279. · DOI · Paper page
- Rhodes RE, Smith NEI . Personality correlates of physical activity: a review and meta-analysis. Br J Sports Med 2006; 40: 958–965. · DOI · Paper page
- Vernon PA, Martin RA, Schermer JA, Mackie A . A behavioral genetic investigation of humor styles and their correlations with the Big-5 personality dimensions. Pers Ind Diff 2008; 44: 1116–1125. · DOI · Paper page
- Distel MA, Trull TJ, Willemsen G, Vink JM, Derom CA, Lynskey MT et al. The Five Factor Model of personality and borderline personality disorder: a genetic analysis of comorbidity. Biol Psychiatry 2009; 66: 1131–1138. · DOI
- Pilia G, Chen WM, Scuteri A, Orru M, Albai G, Dei M et al. Heritability of cardiovascular and personality traits in 6,148 sardinians. Plos Genet 2006; 2: 1207–1223. · DOI · Paper page
- Jang KL, Livesley WJ, Angleitner A, Riemann R, Vernon PA . Genetic and environmental influences on the covariance of facets defining the domains of the five-factor model of personality. Pers Ind Diff 2002; 33: 83–101. · DOI · Paper page
- Shifman S, Bhomra A, Smiley S, Wray NR, James MR, Martin NG et al. A whole genome association study of neuroticism using DNA pooling. Mol Psychiatry 2008; 13: 302–312. · DOI
- van den Oord EJ, Kuo PH, Hartmann AM, Webb BT, Moller HJ, Hettema JM et al. Genomewide association analysis followed by a replication study implicates a novel candidate gene for neuroticism. Arch Gen Psychiatry 2008; 65: 1062–1071. · DOI
- Kuo PH, Neale MC, Riley BP, Patterson DG, Walsh D, Prescott CA et al. A genome-wide linkage analysis for the personality trait neuroticism in the Irish affected sib-pair study of alcohol dependence. Am J Med Genet B 2007; 144B: 463–468. · DOI
- Neale BM, Sullivan PF, Kendler KS . A genome scan of neuroticism in nicotine dependent smokers. Am J Med Genet B 2005; 132B: 65–69. · DOI
- Gillespie NA, Zhu G, Evans DM, Medland SE, Wright MJ, Martin NG . A genome-wide scan for Eysenckian personality dimensions in adolescent twin sibships: psychoticism, extraversion, neuroticism, and lie. J Pers 2008; 76: 1415–1446. · DOI
- Fullerton J, Cubin M, Tiwari H, Wang C, Bomhra A, Davidson S et al. Linkage analysis of extremely discordant and concordant sibling pairs identifies quantitative-trait loci that influence variation in the human personality trait neuroticism. Am J Hum Genet 2003; 72: 879–890. · DOI · Paper page
- Nash MW, Huezo-Diaz P, Sterne A, Purcell S, Hoda F, Cherny SS et al. Genome-wide linkage analysis of a composite index of neuroticism and mood-related scales in extreme selected sibships. Hum Mol Genet 2004; 13: 2173–2182. · DOI
- Hettema JM, Van den Oord EJCG, An SS, Kendler KS, Chen XN . Follow-up association study of novel neuroticism gene MAMDC1. Psychiatric Genet 2009; 19: 213–214. · DOI
- Terracciano A, Sanna S, Uda M, Deiana B, Usala G, Busonero F et al. Genome-wide association scan for five major dimensions of personality. Mol Psychiatry 2010; 15: 647–656. · DOI · Paper page
- Boomsma DI, de Geus EJC, Vink JM, Stubbe JH, Distel MA, Hottenga JJ et al. Netherlands Twin Register: from twins to twin families. Twin Res Hum Genet 2006; 9: 849–857. · DOI · Paper page
- Penninx BWJH, Beekman ATF, Smit JH, Zitman FG, Nolen WA, Spinhoven P et al. The Netherlands Study of Depression and Anxiety (NESDA): rationale, objectives and methods. Int J Methods Psychiatric Res 2008; 17: 121–140. · DOI · Paper page
- Manolio TA, Rodriguez LL, Brooks L, Abecasis G, Ballinger D, Daly M et al. New models of collaboration in genome-wide association studies: the Genetic Association Information Network. Nat Genet 2007; 39: 1045–1051. · DOI · Paper page
- Boomsma DI, Willemsen G, Sullivan PF, Heutink P, Meijer P, Sondervan D et al. Genome-wide association of major depression: description of samples for the GAIN Major Depressive Disorder Study: NTR and NESDA biobank projects. Eur J Hum Genet 2008; 16: 335–342. · DOI · Paper page
- Sullivan PF, de Geus EJC, Willemsen G, James MR, Smit JH, Zandbelt T et al. Genomewide association for major depressive disorder: a possible role for the presynaptic protein piccolo. Mol Psychiatry 2009; 14: 359–375. · DOI · Paper page
- Distel MA, Ligthart L, Willemsen G, Nyholt DR, Trull TJ, Boomsma DI . Personality, health and lifestyle in a questionnaire family study: a comparison between highly cooperative and less cooperative families. Twin Res Hum Genet 2007; 10: 348–353. · DOI
- Pardo LM, MacKay I, Oostra B, van Duijn CM, Aulchenko YS . The effect of genetic drift in a young genetically isolated population. Ann Hum Genet 2005; 69: 288–295. · doi:10.1046/j.1469-1809.2005.00162.x
- Bierut LJ, Agrawal A, Bucholz KK, Doheny KF, Laurie C, Pugh E et al. A genome-wide association study of alcohol dependence. Proc Natl Acad Sci USA 2010; 107: 5082–5087. · DOI · Paper page
- Eriksson JG, Osmond C, Kajantie E, Forsen TJ, Barker DJP . Patterns of growth among children who later develop type 2 diabetes or its risk factors. Diabetologia 2006; 49: 2853–2858. · DOI · Paper page
- Raikkonen K, Pesonen AK, Heinonen K, Lahti J, Kajantie E, Forsen T et al. Infant growth and hostility in adult life. Psychosom Med 2008; 70: 306–313. · DOI
- Pergadia ML, Agrawal A, Loukola A, Montgomery GW, Broms U, Saccone SF . Genetic linkage findings for DSM-IV nicotine withdrawal in two populations. Am J Med Genet B 2009; 150B: 950–959. · DOI
- Saccone SF, Pergadia ML, Loukola A, Broms U, Montgomery GW, Wang JC et al. Genetic linkage to chromosome 22q12 for a heavy-smoking quantitative trait in two independent samples. Am J Hum Genet 2007; 80: 856–866. · DOI
- Aitken JF, Green A, Eldridge A, Green L, Pfitzner J, Battistutta D et al. Comparability of nevus counts between and within examiners, and comparison with computer image-analysis. Br J Cancer 1994; 69: 487–491. · DOI
- Wright MJ, Martin NG . Brisbane adolescent twin study: outline of study methods and research projects. Aus J Psychol 2004; 56: 65–78. · DOI · Paper page
- Deary IJ, Gow AJ, Taylor MD, Corley J, Brett C, Wilson V et al. The Lothian Birth Cohort 1936: a study to examine influences on cognitive ageing from age 11 to age 70 and beyond. BMC Geriatr 2007; 7: 28. · DOI · Paper page
- Terracciano A, McCrae RR, Brant LJ, Costa PT . Hierarchical linear modeling analyses of the NEO-PI-R scales in the Baltimore longitudinal study of aging. Psychol Aging 2005; 20: 493–506. · DOI · Paper page
- Terracciano A, Costa PT, McCrae RR . Personality plasticity after age 30. Pers Soc Psychol Bull 2006; 32: 999–1009. · DOI · Paper page
- Metspalu A . The Estonian Genome Project. Drug Develop Res 2004; 62: 97–101. · DOI
- Nelis M, Esko T, Magi R, Zimprich F, Zimprich A, Toncheva D et al. Genetic structure of Europeans: a view from the North-East. PLoS ONE 2009; 4: e5472. · DOI · Paper page
- McCrae RR, Costa PT, Martin TA . The NEO-PI-3: a more readable revised NEO Personality Inventory. J Pers Assess 2005; 84: 261–270. · DOI · Paper page
- Willemsen G, de Geus EJC, Bartels M, van Beijsterveldt CEM, Brooks AI, Estourgie-van Burk GF et al. The Netherlands Twin Register Biobank: a resource for genetic epidemiological studies. Twin Res Hum Genet 2010; 13: 231–245. · DOI · Paper page
- Rice JP, Reich T, Bucholz KK, Neuman RJ, Fishman R, Rochberg N et al. Comparison of direct interview and family history diagnoses of alcohol dependence. Alcohol Clin Exp Res 1995; 19: 1018–1023. · DOI · Paper page
- First MB, Spitzer RL, Gibbon M, Williams JB . Structured Clinical Interview for DSM-IV Axis I Disorders—Patient Edition. Biometrics Research Department, New York State Psychiatric Institute: NY, 1995.
- Folstein MF, Folstein SE, McHugh PR . Mini-Mental-Status-Test, German Edition. Beltz: Weinheim, 1993.
- Allik J, Laidra K, Realo A, Pullmann H . Personality development from 12 to 18 years of age: changes in mean levels and structure of traits. Eur J Pers 2004; 18: 445–462. · DOI · Paper page
- Kallasmaa T, Allik J, Realo A, McCrae RR . The Estonian version of the NEO-PI-R: an examination of universal and culture-specific aspects of the five-factor model. Eur J Pers 2000; 14: 265–278. · doi:10.1002/1099-0984(200005/06)14:3<265::aid-per376>3.0.co;2-b
- Chen WM, Abecasis GR . Family-based association tests for genomewide association scans. Am J Hum Genet 2007; 81: 913–926. · DOI · Paper page
- Liu JZ, McRae AF, Nyholt DR, Medland SE, Wray NR, Brown KM et al. A versatile gene-based test for genome-wide association studies. Am J Hum Genet 2010; 87: 139–145. · DOI · Paper page
- Liu X, Yu XP, Zack DJ, Zhu H, Qian J . TiGER: a database for tissue-specific gene expression and regulation. BMC Bioinform 2008; 9: 271. · DOI · Paper page
- Lee HH, Jan LY, Jan YN . Drosophila IKK-related kinase Ik2 and Katanin p60-like 1 regulate dendrite pruning of sensory neuron during metamorphosis. Proc Natl Acad Sci USA 2009; 106: 6363–6368. · DOI
- Toyo-Oka K, Sasaki S, Yano Y, Mori D, Kobayashi T, Toyoshima YY et al. Recruitment of katanin p60 by phosphorylated NDEL1, an LIS1 interacting protein, is essential for mitotic cell division and neuronal migration. Hum Mol Genet 2005; 14: 3113–3128. · DOI
- Yang J, Benyamin B, McEvoy BP, Gordon S, Henders AK, Nyholt DR et al. Common SNPs explain a large proportion of the heritability for human height. Nat Genet 2010; 42: 565–569. · DOI · Paper page
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Metadata
- Authors
- de Moor, M. H. M., Costa, P. T., Terracciano, A., Krueger, R. F., de Geus, E. J. C., Toshiko, T., Penninx, B. W. J. H., Esko, T., Madden, P. A. F., Derringer, J., Amin, N., Willemsen, G., Hottenga, J.-J., Distel, M. A., Uda, M., Sanna, S., Spinhoven, P., Hartman, C. A., Sullivan, P., Realo, A., Allik, J., Heath, A. C., Pergadia, M. L., Agrawal, A., Lin, P., Grucza, R., Nutile, T., Ciullo, M., Rujescu, D., Giegling, I., Konte, B., Widen, E., Cousminer, D. L., Eriksson, J. G., Palotie, A., Peltonen, L., Luciano, M., Tenesa, A., Davies, G., Lopez, L. M., Hansell, N. K., Medland, S. E., Ferrucci, L., Schlessinger, D., Montgomery, G. W., Wright, M. J., Aulchenko, Y. S., Janssens, A. C. J. W., Oostra, B. A., Metspalu, A., Abecasis, G. R., Deary, I. J., Räikkönen, K., Bierut, L. J., Martin, N. G., van Duijn, C. M., & Boomsma, D. I.
- Venue
- Molecular Psychiatry
- Published
- 2010-12-21
- Volume
- 17
- Issue
- 3
- Pages
- 337-349
- ISSN
- 1359-4184 (ISSN-L)
- 1476-5578
- OpenAlex
- W2145195245
- Cited by
- 368
- References
- 16
- FWCI
- 1.70
- Type
- journal article
- Language
- en
- Open access
- bronze
- Licence
- www.springer.com/tdm (tdm)
- www.springer.com/tdm (vor)
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- de Moor, M. H. M., Costa, P. T., Terracciano, A., Krueger, R. F., de Geus, E. J. C., Toshiko, T., Penninx, B. W. J. H., Esko, T., Madden, P. A. F., Derringer, J., Amin, N., Willemsen, G., Hottenga, J.-J., Distel, M. A., Uda, M., Sanna, S., Spinhoven, P., Hartman, C. A., Sullivan, P., . . . Boomsma, D. I. (2012). Meta-analysis of genome-wide association studies for personality. Molecular Psychiatry. https://doi.org/10.1038/mp.2010.128
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