Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder
Marleen H. M. de Moor,Stéphanie Martine van den Berg,Karin J. H. Verweij,Karin J. H. Verweij,Robert F. Krueger,Michelle Luciano,Alejandro Arias Vasquez,Lindsay K. Matteson,Jaime Derringer,Tõnu Esko,Najaf Amin,Scott D. Gordon,Narelle K. Hansell,Amy B. Hart,Ilkka Seppälä,Jennifer E. Huffman,Bettina Konte,Jari Lahti,Minyoung Lee,Michael B. Miller,Teresa Nutile,Toshiko Tanaka,Alexander Teumer,Alexander Viktorin,Juho Wedenoja,Gonçalo R. Abecasis,Daniel E. Adkins,Arpana Agrawal,Jüri Allik,Jüri Allik,Katja Appel,Timothy B. Bigdeli,Fabio Busonero,Harry Campbell,Paul T. Costa,George Davey Smith,Gail Davies,Harriet de Wit,Jun Ding,Barbara E. Engelhardt,Johan G. Eriksson,Iryna O. Fedko,Luigi Ferrucci,Barbara Franke,Ina Giegling,Richard A. Grucza,Annette M. Hartmann,Andrew C. Heath,Kati Heinonen,Anjali K. Henders,Georg Homuth,Jouke-Jan Hottenga,William G. Iacono,Joost G. E. Janzing,Markus Jokela,Robert Karlsson,John P. Kemp,John P. Kemp,Matthew G. Kirkpatrick,Antti Latvala,Antti Latvala,Terho Lehtimäki,David C. Liewald,Pamela A. F. Madden,Chiara Magri,Patrik K. E. Magnusson,Jonathan Marten,Andrea Maschio,Sarah E. Medland,Evelin Mihailov,Yuri Milaneschi,Grant W. Montgomery,Matthias Nauck,Klaasjan G. Ouwens,Aarno Palotie,Aarno Palotie,Erik Pettersson,Ozren Polasek,Yong Qian,Laura Pulkki-Råback,Olli T. Raitakari,Anu Realo,Richard J. Rose,Daniela Ruggiero,Carsten Oliver Schmidt,Wendy S. Slutske,Rossella Sorice,John M. Starr,Beate St Pourcain,Angelina R. Sutin,Angelina R. Sutin,Nicholas J. Timpson,Holly Trochet,Sita H. Vermeulen,Eero Vuoksimaa,Elisabeth Widen,Jasper Wouda,Jasper Wouda,Margaret J. Wright,Lina Zgaga,Lina Zgaga,David J. Porteous,Alessandra Minelli,Abraham A. Palmer,Dan Rujescu,Marina Ciullo,Caroline Hayward,Igor Rudan,Andres Metspalu,Jaakko Kaprio,Jaakko Kaprio,Ian J. Deary,Katri Räikkönen,James F. Wilson,Liisa Keltikangas-Järvinen,Laura J. Bierut,John M. Hettema,Hans Joergen Grabe,Cornelia M. van Duijn,David M. Evans,David M. Evans,David Schlessinger,N. L. Pedersen,Antonio Terracciano,Matt McGue,Matt McGue,Brenda W.J.H. Penninx,Nicholas G. Martin,Dorret I. Boomsma +128 more
TLDR
This study identifies a novel locus for neuroticism located in a known gene that has been associated with bipolar disorder and schizophrenia in previous studies and shows that neuroticism is influenced by many genetic variants of small effect that are either common or tagged by common variants.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 identifies a novel locus for neuroticism. The variant is located in a known gene that has been associated with bipolar disorder and schizophrenia in previous studies. In addition, the study shows that neuroticism is influenced by many genetic variants of small effect that are either common or tagged by common variants. These genetic variants also influence MDD. Future studies should confirm the role of the MAGI1 locus for neuroticism and further investigate the association of MAGI1 and the polygenic association to a range of other psychiatric disorders that are phenotypically correlated with neuroticismread more
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Journal ArticleDOI
Analysis of shared heritability in common disorders of the brain
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TL;DR: It is demonstrated that, in the general population, the personality trait neuroticism is significantly correlated with almost every psychiatric disorder and migraine, and it is shown that both psychiatric and neurological disorders have robust correlations with cognitive and personality measures.
Journal ArticleDOI
Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
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TL;DR: In this paper, the authors conducted genome-wide association studies of three phenotypes: subjective well-being (n = 298,420), depressive symptoms (n= 161,460), and neuroticism(n = 170,911).
Journal ArticleDOI
Multi-trait analysis of genome-wide association summary statistics using MTAG.
Patrick Turley,Patrick Turley,Raymond K. Walters,Raymond K. Walters,Omeed Maghzian,Aysu Okbay,James J. Lee,Mark Alan Fontana,Tuan Anh Nguyen-Viet,Robbee Wedow,Meghan Zacher,Nicholas A. Furlotte,Patrik K. E. Magnusson,Sven Oskarsson,Magnus Johannesson,Peter M. Visscher,David Laibson,David Laibson,David Cesarini,David Cesarini,David Cesarini,Benjamin M. Neale,Benjamin M. Neale,Daniel J. Benjamin,Daniel J. Benjamin +24 more
TL;DR: Applying MTAG to summary statistics for depressive symptoms, neuroticism and subjective well-being increased discovery of associated loci as compared to single-trait analyses, yielding more informative bioinformatics analyses and increasing the variance explained by polygenic scores by approximately 25%, matching theoretical expectations.
Journal ArticleDOI
Meta-analysis of genome-wide association studies for neuroticism in 449,484 individuals identifies novel genetic loci and pathways.
Mats Nagel,Mats Nagel,Philip R. Jansen,Philip R. Jansen,Sven Stringer,Kyoko Watanabe,Christiaan de Leeuw,Julien Bryois,Jeanne E. Savage,Anke R. Hammerschlag,Nathan G. Skene,Ana B. Muñoz-Manchado,Tonya White,Henning Tiemeier,Henning Tiemeier,Sten Linnarsson,Jens Hjerling-Leffler,Jens Hjerling-Leffler,Tinca J. C. Polderman,Patrick F. Sullivan,Patrick F. Sullivan,Sophie van der Sluis,Sophie van der Sluis,Danielle Posthuma,Danielle Posthuma +24 more
TL;DR: It is shown that neuroticism’s genetic signal partly originates in two genetically distinguishable subclusters13 (‘depressed affect’ and ‘worry’), suggesting distinct causal mechanisms for subtypes of individuals.
Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
Aysu Okbay,Bart M. L. Baselmans,Jan-Emmanuel De Neve,Patrick Turley,Michel G. Nivard,Mark Alan Fontana,S. Fleur W. Meddens,Richard Karlsson Linnér,Cornelius A. Rietveld,Jaime Derringer,Jacob Gratten,James J. Lee,Jimmy Z. Liu,Ronald de Vlaming,Tarunveer S. Ahluwalia,Jadwiga Buchwald,Alana Cavadino,Alexis C. Frazier-Wood,Nicholas A. Furlotte,Victoria Garfield,Marie Henrike Geisel,Juan R. González,Saskia Haitjema,Robert Karlsson,Sander W. van der Laan,Karl-Heinz Ladwig,Jari Lahti,Sven J. van der Lee,Penelope A. Lind,Tian Liu,Lindsay K. Matteson,Evelin Mihailov,Michael B. Miller,Camelia C. Minică,Ilja M. Nolte,Dennis O. Mook-Kanamori,Peter J. van der Most,Christopher Oldmeadow,Yong Qian,Olli T. Raitakari,Rajesh Rawal,Anu Realo,Rico Rueedi,Börge Schmidt,Albert V. Smith,Evie Stergiakouli,Toshiko Tanaka,Kent D. Taylor,Juho Wedenoja,Juergen Wellmann,Harm-Jan Westra,Sara M. Willems,Wei Zhao,Najaf Amin,Andrew Bakshi,Patricia A. Boyle,Samantha Cherney,Simon R. Cox,Gail Davies,Oliver S. P. Davis,Jun Ding,Nese Direk,Peter Eibich,Rebecca T. Emeny,Ghazaleh Fatemifar,Jessica D. Faul,Luigi Ferrucci,Andreas J. Forstner,Christian Gieger,Richa Gupta,Tamara B. Harris,Juliette Harris,Elizabeth G. Holliday,Jouke-Jan Hottenga,Philip L. De Jager,Marika Kaakinen,Eero Kajantie,Ville Karhunen,Ivana Kolcic,Meena Kumari,Lenore J. Launer,Lude Franke,Ruifang Li-Gao,Marisa Koini,Anu Loukola,Pedro Marques-Vidal,Grant W. Montgomery,Miriam A. Mosing,Lavinia Paternoster,Alison Pattie,K. Petrovic,Laura Pulkki-Råback,Lydia Quaye,Katri Räikkönen,Igor Rudan,Rodney J. Scott,Jennifer A. Smith,Angelina R. Sutin,Maciej Trzaskowski,Anna A. E. Vinkhuyzen,Lei Yu,Delilah Zabaneh,John Attia,David A. Bennett,Klaus Berger,Lars Bertram,Dorret I. Boomsma,Harold Snieder,Shun-Chiao Chang,Francesco Cucca,Ian J. Deary,Cornelia M. van Duijn,Johan G. Eriksson,Ute Bültmann,Eco J. C. de Geus,Patrick J. F. Groenen,Vilmundur Gudnason,Torben Hansen,C.A. Hartman,Claire M. A. Haworth,Caroline Hayward,Andrew C. Heath,David A. Hinds,Elina Hyppönen,William G. Iacono,Marjo-Riitta Järvelin,Karl-Heinz Jöckel,Jaakko Kaprio,Sharon L.R. Kardia,Liisa Keltikangas-Järvinen,Peter Kraft,Laura D. Kubzansky,Terho Lehtimäki,Patrik K. E. Magnusson,Nicholas G. Martin,Matt McGue,Andres Metspalu,Melinda Mills,Renée de Mutsert,Albertine J. Oldehinkel,Gerard Pasterkamp,Nancy L. Pedersen,Robert Plomin,Ozren Polasek,Christine Power,Stephen S. Rich,Frits R. Rosendaal,Hester M. den Ruijter,David Schlessinger,Helena Schmidt,Rauli Svento,Reinhold Schmidt,Behrooz Z. Alizadeh,Thorkild I. A. Sørensen,Tim D. Spector,Andrew Steptoe,Antonio Terracciano,Roy Thurik,Nicholas J. Timpson,Henning Tiemeier,André G. Uitterlinden,Peter Vollenweider,Gert G. Wagner,David R. Weir,Jian Yang,Dalton Conley,George Davey Smith,Albert Hofman,Magnus Johannesson,David Laibson,Sarah E. Medland,Michelle N. Meyer,Joseph K. Pickrell,Tõnu Esko,Robert F. Krueger,Jonathan P. Beauchamp,Philipp Koellinger,Daniel J. Benjamin,Meike Bartels,David Cesarini +179 more
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Journal ArticleDOI
Biological insights from 108 schizophrenia-associated genetic loci
Stephan Ripke,Stephan Ripke,Benjamin M. Neale,Benjamin M. Neale,Aiden Corvin,James T.R. Walters,Kai-How Farh,Peter Holmans,Phil Lee,Phil Lee,Brendan Bulik-Sullivan,Brendan Bulik-Sullivan,David A. Collier,David A. Collier,Hailiang Huang,Hailiang Huang,Tune H. Pers,Tune H. Pers,Tune H. Pers,Ingrid Agartz,Ingrid Agartz,Esben Agerbo,Esben Agerbo,Margot Albus,Madeline Alexander,Farooq Amin,Silviu Alin Bacanu,Martin Begemann,Richard A. Belliveau,Judit Bene,Sarah E. Bergen,Sarah E. Bergen,Elizabeth Bevilacqua,Tim B. Bigdeli,Donald W. Black,Richard Bruggeman,Nancy G. Buccola,Randy L. Buckner,William Byerley,Wiepke Cahn,Guiqing Cai,Dominique Campion,Rita M. Cantor,Vaughan J. Carr,Noa Carrera,Stanley V. Catts,Kimberly Chambert,Raymond C.K. Chan,Ronald Y.L. Chen,Eric Y.H. Chen,Wei Cheng,Eric F.C. Cheung,Siow Ann Chong,C. Robert Cloninger,David Cohen,Nadine Cohen,Paul Cormican,Nicholas John Craddock,James J. Crowley,David Curtis,David Curtis,Michael Davidson,Kenneth L. Davis,Franziska Degenhardt,Jurgen Del Favero,Ditte Demontis,Ditte Demontis,Dimitris Dikeos,Timothy G. Dinan,Srdjan Djurovic,Gary Donohoe,Gary Donohoe,Elodie Drapeau,Jubao Duan,Frank Dudbridge,Naser Durmishi,Peter Eichhammer,Johan G. Eriksson,Johan G. Eriksson,Valentina Escott-Price,Laurent Essioux,Ayman H. Fanous,Martilias S. Farrell,Josef Frank,Lude Franke,Robert Freedman,Nelson B. Freimer,Marion Friedl,Joseph I. Friedman,Menachem Fromer,Menachem Fromer,Menachem Fromer,Giulio Genovese,Lyudmila Georgieva,Ina Giegling,Ina Giegling,Paola Giusti-Rodríguez,Stephanie Godard,Jacqueline I. Goldstein,Jacqueline I. Goldstein,Vera Golimbet,Srihari Gopal,Jacob Gratten,Lieuwe de Haan,Christian Hammer,Marian L. Hamshere,Mark Hansen,Thomas Hansen,Vahram Haroutunian,Vahram Haroutunian,Annette M. Hartmann,Frans Henskens,Stefan Herms,Stefan Herms,Joel N. Hirschhorn,Joel N. Hirschhorn,Per Hoffmann,Per Hoffmann,A. Hofman,Mads V. Hollegaard,David M. Hougaard,Masashi Ikeda,Inge Joa,Antonio Julià,René S. Kahn,Luba Kalaydjieva,Sena Karachanak-Yankova,Juha Karjalainen,David J. Kavanagh,Matthew C. Keller,James L. Kennedy,Andrey Khrunin,Yunjung Kim,Janis Klovins,James A. Knowles,Bettina Konte,Vaidutis Kučinskas,Zita Ausrele Kucinskiene,Hana Kuzelova-Ptackova,Anna K. Kähler,Claudine Laurent,Jimmy Lee Chee Keong,S. Hong Lee,Sophie E. Legge,Bernard Lerer,Miaoxin Li,Tao Li,Kung-Yee Liang,Jeffrey A. Lieberman,Svetlana A. Limborska,Carmel M. Loughland,Jan Lubinski,Jouko Lönnqvist,Milan Macek,Patrik K. E. Magnusson,Brion S. Maher,Wolfgang Maier,J. Mallet,Sara Marsal,Manuel Mattheisen,Manuel Mattheisen,Manuel Mattheisen,Morten Mattingsdal,Robert W. McCarley,Colm McDonald,Andrew M. McIntosh,Sandra Meier,Carin J. Meijer,Béla Melegh,Ingrid Melle,Raquelle I. Mesholam-Gately,Andres Metspalu,Patricia T. Michie,Lili Milani,Vihra Milanova,Younes Mokrab,Derek W. Morris,Derek W. Morris,Ole Mors,Ole Mors,Kieran C. Murphy,Robin M. Murray,Inez Myin-Germeys,Bertram Mueller-Myhsok,Mari Nelis,Igor Nenadic,Deborah A. Nertney,Gerald Nestadt,Kristin K. Nicodemus,Liene Nikitina-Zake,Laura Nisenbaum,Annelie Nordin,Eadbhard O'Callaghan,Colm O'Dushlaine,F. Anthony O'Neill,Sang-Yun Oh,Ann Olincy,Line Olsen,Jim van Os,Jim van Os,Christos Pantelis,George N. Papadimitriou,Sergi Papiol,Elena Parkhomenko,Michele T. Pato,Tiina Paunio,Tiina Paunio,Milica Pejovic-Milovancevic,Diana O. Perkins,Olli Pietiläinen,Olli Pietiläinen,Jonathan Pimm,Andrew Pocklington,John Powell,Alkes L. Price,Alkes L. Price,Ann E. Pulver,Shaun Purcell,Digby Quested,Henrik B. Rasmussen,Abraham Reichenberg,Mark Reimers,Alexander Richards,Joshua L. Roffman,Panos Roussos,Douglas M. Ruderfer,Douglas M. Ruderfer,Veikko Salomaa,Alan R. Sanders,Ulrich Schall,Christian R. Schubert,Thomas G. Schulze,Thomas G. Schulze,Sibylle G. Schwab,Edward M. Scolnick,Rodney J. Scott,Larry J. Seidman,Jianxin Shi,Engilbert Sigurdsson,Teimuraz Silagadze,Jeremy M. Silverman,Jeremy M. Silverman,Kang Sim,Petr Slominsky,Jordan W. Smoller,Jordan W. Smoller,Hon-Cheong So,Chris C. A. Spencer,Eli A. Stahl,Eli A. Stahl,Hreinn Stefansson,Stacy Steinberg,Elisabeth Stögmann,Richard E. Straub,Eric Strengman,Jana Strohmaier,T. Scott Stroup,Mythily Subramaniam,Jaana Suvisaari,Dragan M. Svrakic,Jin P. Szatkiewicz,Erik Söderman,Srinivas Thirumalai,Draga Toncheva,Sarah Tosato,Juha Veijola,John L. Waddington,Dermot Walsh,Dai Wang,Qiang Wang,Bradley T. Webb,Mark Weiser,Dieter B. Wildenauer,Nigel Williams,Stephanie Williams,Stephanie H. Witt,Aaron R. Wolen,Emily H. M. Wong,Brandon Wormley,Hualin Simon Xi,Clement C. Zai,Xuebin Zheng,Fritz Zimprich,Naomi R. Wray,Kari Stefansson,Peter M. Visscher,Rolf Adolfsson,Ole A. Andreassen,Douglas Blackwood,Elvira Bramon,Joseph D. Buxbaum,Anders D. Børglum,Anders D. Børglum,Sven Cichon,Sven Cichon,Ariel Darvasi,Enrico Domenici,Hannelore Ehrenreich,Tõnu Esko,Tõnu Esko,Tõnu Esko,Pablo V. Gejman,Michael Gill,Hugh Gurling,Christina M. Hultman,Nakao Iwata,Assen Jablensky,Erik G. Jönsson,Erik G. Jönsson,Kenneth S. Kendler,George Kirov,Jo Knight,Todd Lencz,Todd Lencz,Douglas F. Levinson,Qingqin S. Li,Jianjun Liu,Jianjun Liu,Anil K. Malhotra,Anil K. Malhotra,Steven A. McCarroll,Steven A. McCarroll,Andrew McQuillin,Jennifer L. Moran,Preben Bo Mortensen,Preben Bo Mortensen,Bryan J. Mowry,Markus M. Noethen,Roel A. Ophoff,Roel A. Ophoff,Michael John Owen,Aarno Palotie,Aarno Palotie,Aarno Palotie,Carlos N. Pato,Tracey L. Petryshen,Tracey L. Petryshen,Danielle Posthuma,Danielle Posthuma,Marcella Rietschel,Brien P. Riley,Dan Rujescu,Dan Rujescu,Pak C. Sham,Pamela Sklar,David St Clair,Daniel R. Weinberger,Jens R. Wendland,Thomas Werge,Thomas Werge,Mark J. Daly,Mark J. Daly,Patrick F. Sullivan,Patrick F. Sullivan,Michael Conlon O'Donovan +354 more
TL;DR: Associations at DRD2 and several genes involved in glutamatergic neurotransmission highlight molecules of known and potential therapeutic relevance to schizophrenia, and are consistent with leading pathophysiological hypotheses.
Journal ArticleDOI
A Psychobiological Model of Temperament and Character
TL;DR: A psychobiological model of the structure and development of personality that accounts for dimensions of both temperament and character is described, for the first time, for three dimensions of character that mature in adulthood and influence personal and social effectiveness by insight learning about self-concepts.
Journal ArticleDOI
Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
Shaun Purcell,Shaun Purcell,Naomi R. Wray,Jennifer Stone,Jennifer Stone,Peter M. Visscher,Michael Conlon O'Donovan,Patrick F. Sullivan,Pamela Sklar,Pamela Sklar,Douglas M. Ruderfer,Andrew McQuillin,Derek W. Morris,Colm O'Dushlaine,Aiden Corvin,Peter Holmans,Stuart MacGregor,Hugh Gurling,Douglas Blackwood,Nicholas John Craddock,Michael Gill,Christina M. Hultman,Christina M. Hultman,George Kirov,Paul Lichtenstein,Walter J. Muir,Michael John Owen,Carlos N. Pato,Edward M. Scolnick,Edward M. Scolnick,David St Clair,Nigel Williams,Lyudmila Georgieva,Ivan Nikolov,Nadine Norton,Hywel Williams,Draga Toncheva,Vihra Milanova,Emma Flordal Thelander,Patrick Sullivan,Elaine Kenny,Emma M. Quinn,Khalid Choudhury,Susmita Datta,Jonathan Pimm,Srinivasa Thirumalai,Vinay Puri,Robert Krasucki,Jacob Lawrence,Digby Quested,Nicholas Bass,Caroline Crombie,Gillian Fraser,Soh Leh Kuan,Nicholas Walker,Kevin A. McGhee,Ben S. Pickard,P. Malloy,Alan W Maclean,Margaret Van Beck,Michele T. Pato,Helena Medeiros,Frank A. Middleton,Célia Barreto Carvalho,Christopher P. Morley,Ayman H. Fanous,David V. Conti,James A. Knowles,Carlos Ferreira,António Macedo,M. Helena Azevedo,Andrew Kirby,Andrew Kirby,Manuel A. R. Ferreira,Manuel A. R. Ferreira,Mark J. Daly,Mark J. Daly,Kimberly Chambert,Finny G Kuruvilla,Stacey Gabriel,Kristin G. Ardlie,Jennifer L. Moran +81 more
TL;DR: The extent to which common genetic variation underlies the risk of schizophrenia is shown, using two analytic approaches, and the major histocompatibility complex is implicate, which is shown to involve thousands of common alleles of very small effect.
Journal ArticleDOI
Common SNPs explain a large proportion of the heritability for human height
Jian Yang,Beben Benyamin,Brian P. McEvoy,Scott D. Gordon,Anjali K. Henders,Dale R. Nyholt,Pamela A. F. Madden,Andrew C. Heath,Nicholas G. Martin,Grant W. Montgomery,Michael E. Goddard,Peter M. Visscher +11 more
TL;DR: Evidence is provided that the remaining heritability is due to incomplete linkage disequilibrium between causal variants and genotyped SNPs, exacerbated by causal variants having lower minor allele frequency than the SNPs explored to date.
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Biological insights from 108 schizophrenia-associated genetic loci
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Gejman,Michael Gill,Hugh Gurling,Christina M. Hultman,Nakao Iwata,Assen Jablensky,Erik G. Jönsson,Erik G. Jönsson,Kenneth S. Kendler,George Kirov,Jo Knight,Todd Lencz,Todd Lencz,Douglas F. Levinson,Qingqin S. Li,Jianjun Liu,Jianjun Liu,Anil K. Malhotra,Anil K. Malhotra,Steven A. McCarroll,Steven A. McCarroll,Andrew McQuillin,Jennifer L. Moran,Preben Bo Mortensen,Preben Bo Mortensen,Bryan J. Mowry,Markus M. Noethen,Roel A. Ophoff,Roel A. Ophoff,Michael John Owen,Aarno Palotie,Aarno Palotie,Aarno Palotie,Carlos N. Pato,Tracey L. Petryshen,Tracey L. Petryshen,Danielle Posthuma,Danielle Posthuma,Marcella Rietschel,Brien P. Riley,Dan Rujescu,Dan Rujescu,Pak C. Sham,Pamela Sklar,David St Clair,Daniel R. Weinberger,Jens R. Wendland,Thomas Werge,Thomas Werge,Mark J. Daly,Mark J. Daly,Patrick F. Sullivan,Patrick F. Sullivan,Michael Conlon O'Donovan +354 more
Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
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