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1. A common variant in the 3'UTR of the GRIK4 glutamate receptor gene affects transcript abundance and protects against bipolar disorder

Author

Pickard, B.S., Knight, H.M., Hamilton, R.S., Soares, D.C., Walker, R., Boyd, J.K.F., Machell, J., Maclean, A., McGhee, K.A., Condie, A., Porteous, D.J., St. Clair, D., Davis, I., Blackwood, D.H.R., and Muir, W.J.

Subjects
Bipolar disorder -- Genetic aspects, Genetic transcription -- Health aspects, Glutamate -- Health aspects, Glutamate -- Genetic aspects, Science and technology
Abstract

Underactivity of the glutamatergic system is an attractive model for the pathophysiology of several major mental illnesses. We previously described a chromosome abnormality disrupting the kainate class ionotropic glutamate receptor gene, GRIK4/KA1, in an individual with schizophrenia and learning disability (mental retardation). We also demonstrated in a case-control study that two physically separated haplotypes within this gene were significantly associated with increased risk of schizophrenia and decreased risk of bipolar disorder, respectively. The latter protective haplotype was located at the 3' end of the gene. We now report the identification from carriers of the protective haplotype of a deletion variant within the 3' untranslated region of the gene. The deletion allele also was found to be negatively associated with bipolar disorder in both initial (P = 0.00000019) and replication (P = 0.0107) case-control studies. Expression studies indicated that deletion-carrying mRNA transcripts were relatively more abundant. We postulate that this may be a direct consequence of the differences in the RNA secondary structures predicted for the insertion and deletion alleles. These data suggest a mechanism whereby the genetic protective effect is mediated through increased kainate receptor expression. case-control association | indel | RNA structure | hippocampus | mental illness

Published
2008

2. Identification of risk loci with shared effects on five major psychiatric disorders:a genome-wide analysis

Author

Smoller, J.W., Ripke, S., Lee, P.H., Neale, B., Nurnberger, J.I., Santangelo, S., Sullivan, P.F., Perlis, R.H., Purcell, S.M., Fanous, A., Neale, M.C., Rietschel, M., Schulze, T.G., Thapar, A., Anney, R., Buitelaar, J.K., Farone, S.V., Hoogendijk, W.J.G., Levinson, D.F., Lesch, K.P., Riley, B., Schachar, R., Sonuga-Barke, E.J., Absher, D., Agartz, I., Akil, H., Amin, F., Andreassen, O.A., Anjorin, A., Arking, D., Asherson, P., Azevedo, M.H., Backlund, L., Badner, J.A., Banaschewski, T., Barchas, J.D., Barnes, M.R., Bass, N., Bauer, M.C.R., Bellivier, F., Bergen, S.E., Berrettini, W., Bettecken, T., Biederman, J, Binder, E.B., Black, D.W., Blackwood, D.H., Bloss, C.S., Boehnke, M., Boomsma, D.I., Breen, G., Breuer, R., Buccola, N.G., Bunner, W.E., Burmeister, M., Buxbaum, J.D., Byerley, W. F., Sian, C., Cantor, R.M., Chakravarti, A., Chambert, K., Chicon, S., Cloniger, C.R., Collier, D.A., Cook, E., Coon, H., Corvin, A., Coryell, W.H., Craig, D.W., Craig, I.W., Curtis, D., Czamara, D., Daly, M., Datta, S., Day, R., de Geus, E.J.C., Degenhardt, F., Devlin, B., Srdjan, D., Doyle, A.E., Duan, J., Dudbridge, F., Edenberg, H.J., Elkin, A., Etain, B., Farmer, A.E., Ferreira, M.A.R., Ferrier, I.N., Flickinger, M., Foroud, T., Frank, J., Franke, B., Fraser, C., Freedman, R., Freimer, N.B., Friedl, M., Frisén, L., Gejman, P.V., Georgieva, L., Gershon, E.S., Giegling, I., Gill, M., Gordon, S.D., Gordon-Smith, K., Green, E.K., Greenwood, T.A., Gross, M., Grozeva, D., Guan, W., Gurling, H., Gustafsson, O., Hakonarson, H., Hamilton, S.P., Hamshere, M.L., Hansen, T.F., Hartmann, A.M., Hautzinger, M., Heath, A.C., Henders, A.K., Herms, S., Hickie, I.B., Hipolito, M., Hoefels, S., Holmans, P.A., Holsboer, F., Hottenga, J.J., Hultman, C. M., Ingason, A., Ising, M., Jamain, S., Jones, E.G., Jones, L., Jones, I., Jung-Ying, T., Kahler, A., Kandaswamy, R., Keller, M.C., Kelsoe, J., Kennedy, J.L., Kenny, E., Kim, Y., Kirov, G. K., Knowles, J.A., Kohli, M.A., Koller, D.L., Konte, B., Korszun, A., Krasucki, R., Kuntsi, J., Phoenix, K., Landén, M., Langstrom, N., Lathrop, M., Lawrence, J., Lawson, W.B., Leboyer, M., Lencz, T., Lewis, C.M., Li, J., Lichtenstein, P., Lieberman, J. A., Lin, D., Liu, C., Lohoff, F.W., Loo, S.K., Lucae, S., MacIntyre, D.J., Madden, P.A.F., Magnusson, P., Mahon, P.B., Maier, W., Malhotra, A.K., Mattheisen, M., Matthews, K., Mattingsdal, M., McCarroll, S., McGhee, K.A., McGough, J.J., McGrath, P.J., McGuffin, P., McInnis, M.G., McIntosh, A., McKinney, R., McClean, A.W., McMahon, F.J., McQuillin, A., Medeiros, H., Medland, S.E., Meier, S., Melle, I., Meng, F., Middeldorp, C.M., Middleton, L., Vihra, M., Mitchell, P.B., Montgomery, G.W., Moran, J., Morken, G., Morris, D.W., Moskvina, V., Mowry, B. J., Muglia, P., Mühleisen, T.W., Muir, W.J., Müller-Myhsok, B., Myers, R.M., Nelson, S.F., Nievergelt, C.M., Nikolovq, I., Nimgaonkar, V.L., Nolen, W.A., Nöthen, M.M., Nwulia, E.A., Nyholt, DR, O'Donovan, M.C., O'Dushlaine, C., Oades, R.D., Olincy, A., Olsen, L., Ophoff, R.A., Osby, U., Óskarsson, H., Owen, M.J., Palotie, A., Pato, M.T., Pato, C.N., Penninx, B.W.J.H., Pergadia, M.L., Petursson, H., Pickard, B.S., Pimm, J., Piven, J., Porgeirsson, P., Posthuma, D., Potash, J.B., Propping, J., Puri, V., Quested, D., Quinn, E.M., Rasmussen, H.B., Raychaudhuri, S., Rehnström, K., Reif, A., Rice, J., Rossin, L., Rothenberger, A., Rouleau, G., Ruderfer, D., Rujescu, D., Sanders, A.R., Schalling, M., Schatzberg, A.F., Scheftner, W.A., Schellenberg, G.D., Schofield, P.R., Schork, N.J., Schumacher, J., Schwarz, M.M., Scolnick, E., Scott, L.J., Shi, J., Shillling, P.D., Shyn, S.I., Sigurdsson, E., Silverman, J.M., Sklar, P., Slager, S.L., Smalley, S.L., Smit, J.H., Smith, E.N., Sonuga-Barke, E., St Clair, D., State, M., Stefansson, K., Stefansson, H., Steffans, M., Steinberg, S., Steinhausen, H.C., Strauss, J., Strohmaier, J., Stroup, T.S., Sutcliffe, J., Szatmari, P., Szelinger, S., Thirumalai, S., Thompson, R.C., Tozzi, F., Treutlein, J., Uhr, M., van den Oord, E.J., Grootheest, G., Vieland, V., Vincent, J.B., Visscher, P.M., Watson, S.J., Weissman, M.M., Werge, T., Wienker, T.F., Willemsen, G., Williamson, R., Witt, S.H., Wray, N.R., Wright, A., Xu, W., Young, A.H., Zammit, S., Zandi, P.P., Zhang, P., Zitman, F.G., Zöllner, S., Kendler, K.S., Psychiatry, Human genetics, Epidemiology and Data Science, NCA - Brain mechanisms in health and disease, NCA - Neurobiology of mental health, EMGO - Mental health, NCA - Brain imaging technology, Biological Psychology, Functional Genomics, Neuroscience Campus Amsterdam - Brain Mechanisms in Health & Disease, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, EMGO+ - Mental Health, Neuroscience Campus Amsterdam - Brain Imaging Technology, Psychiatrie & Neuropsychologie, Farmacologie en Toxicologie, RS: CARIM School for Cardiovascular Diseases, RS: MHeNs School for Mental Health and Neuroscience, Oades, Robert D. (Beitragende*r), and Oades, Robert D.

Subjects
Netherlands Twin Register (NTR), Adult, medicine.medical_specialty, Bipolar Disorder, Calcium Channels, L-Type, Population, Medizin, Genome-wide association study, Biology, Polymorphism, Single Nucleotide, Article, Genomic disorders and inherited multi-system disorders DCN MP - Plasticity and memory [IGMD 3], medicine, ddc:61, Attention deficit hyperactivity disorder, Humans, DCN PAC - Perception action and control NCEBP 9 - Mental health, ddc:610, Medizinische Fakultät » Universitätsklinikum Essen » LVR-Klinikum Essen » Klinik für Psychiatrie, Psychosomatik und Psychotherapie des Kindes- und Jugendalters, Bipolar disorder, Age of Onset, Psychiatry, education, Child, Genetics, education.field_of_study, Depressive Disorder, Major, General Medicine, Genomic disorders and inherited multi-system disorders [DCN PAC - Perception action and control IGMD 3], medicine.disease, Logistic Models, Autism spectrum disorder, Schizophrenia, Attention Deficit Disorder with Hyperactivity, Child Development Disorders, Pervasive, Genetic Loci, Expression quantitative trait loci, Major depressive disorder, Genome-Wide Association Study
Abstract

Item does not contain fulltext BACKGROUND: Findings from family and twin studies suggest that genetic contributions to psychiatric disorders do not in all cases map to present diagnostic categories. We aimed to identify specific variants underlying genetic effects shared between the five disorders in the Psychiatric Genomics Consortium: autism spectrum disorder, attention deficit-hyperactivity disorder, bipolar disorder, major depressive disorder, and schizophrenia. METHODS: We analysed genome-wide single-nucleotide polymorphism (SNP) data for the five disorders in 33,332 cases and 27,888 controls of European ancestory. To characterise allelic effects on each disorder, we applied a multinomial logistic regression procedure with model selection to identify the best-fitting model of relations between genotype and phenotype. We examined cross-disorder effects of genome-wide significant loci previously identified for bipolar disorder and schizophrenia, and used polygenic risk-score analysis to examine such effects from a broader set of common variants. We undertook pathway analyses to establish the biological associations underlying genetic overlap for the five disorders. We used enrichment analysis of expression quantitative trait loci (eQTL) data to assess whether SNPs with cross-disorder association were enriched for regulatory SNPs in post-mortem brain-tissue samples. FINDINGS: SNPs at four loci surpassed the cutoff for genome-wide significance (p

Published
2013
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3. Genome-wide association study identifies five new schizophrenia loci

Author

Ripke, S. Sanders, A.R. Kendler, K.S. Levinson, D.F. Sklar, P. Holmans, P.A. Lin, D.-Y. Duan, J. Ophoff, R.A. Andreassen, O.A. Scolnick, E. Cichon, S. St. Clair, D. Corvin, A. Gurling, H. Werge, T. Rujescu, D. Blackwood, D.H.R. Pato, C.N. Malhotra, A.K. Purcell, S. Dudbridge, F. Neale, B.M. Rossin, L. Visscher, P.M. Posthuma, D. Ruderfer, D.M. Fanous, A. Stefansson, H. Steinberg, S. Mowry, B.J. Golimbet, V. De Hert, M. Jönsson, E.G. Bitter, I. Pietiläinen, O.P.H. Collier, D.A. Tosato, S. Agartz, I. Albus, M. Alexander, M. Amdur, R.L. Amin, F. Bass, N. Bergen, S.E. Black, D.W. Børglum, A.D. Brown, M.A. Bruggeman, R. Buccola, N.G. Byerley, W.F. Cahn, W. Cantor, R.M. Carr, V.J. Catts, S.V. Choudhury, K. Cloninger, C.R. Cormican, P. Craddock, N. Danoy, P.A. Datta, S. De Haan, L. Demontis, D. Dikeos, D. Djurovic, S. Donnelly, P. Donohoe, G. Duong, L. Dwyer, S. Fink-Jensen, A. Freedman, R. Freimer, N.B. Friedl, M. Georgieva, L. Giegling, I. Gill, M. Glenthøj, B. Godard, S. Hamshere, M. Hansen, M. Hansen, T. Hartmann, A.M. Henskens, F.A. Hougaard, D.M. Hultman, C.M. Ingason, A. Jablensky, A.V. Jakobsen, K.D. Jay, M. Jürgens, G. Kahn, R.S. Keller, M.C. Kenis, G. Kenny, E. Kim, Y. Kirov, G.K. Konnerth, H. Konte, B. Krabbendam, L. Krasucki, R. Lasseter, V.K. Laurent, C. Lawrence, J. Lencz, T. Lerer, F.B. Liang, K.-Y. Lichtenstein, P. Lieberman, J.A. Linszen, D.H. Lönnqvist, J. Loughland, C.M. MacLean, A.W. Maher, B.S. Maier, W. Mallet, J. Malloy, P. Mattheisen, M. Mattingsdal, M. McGhee, K.A. McGrath, J.J. McIntosh, A. McLean, D.E. McQuillin, A. Melle, I. Michie, P.T. Milanova, V. Morris, D.W. Mors, O. Mortensen, P.B. Moskvina, V. Muglia, P. Myin-Germeys, I. Nertney, D.A. Nestadt, G. Nielsen, J. Nikolov, I. Nordentoft, M. Norton, N. Nöthen, M.M. O'Dushlaine, C.T. Olincy, A. Olsen, L. O'Neill, F.A. Ørntoft, T.F. Owen, M.J. Pantelis, C. Papadimitriou, G. Pato, M.T. Peltonen, L. Petursson, H. Pickard, B. Pimm, J. Pulver, A.E. Puri, V. Quested, D. Quinn, E.M. Rasmussen, H.B. Réthelyi, J.M. Ribble, R. Rietschel, M. Riley, B.P. Ruggeri, M. Schall, U. Schulze, T.G. Schwab, S.G. Scott, R.J. Shi, J. Sigurdsson, E. Silverman, J.M. Spencer, C.C.A. Stefansson, K. Strange, A. Strengman, E. Stroup, T.S. Suvisaari, J. Terenius, L. Thirumalai, S. Thygesen, J.H. Timm, S. Toncheva, D. Van Den Oord, E. Van Os, J. Van Winkel, R. Veldink, J. Walsh, D. Wang, A.G. Wiersma, D. Wildenauer, D.B. Williams, H.J. Williams, N.M. Wormley, B. Zammit, S. Sullivan, P.F. O'Donovan, M.C. Daly, M.J. Gejman, P.V.

Abstract

We examined the role of common genetic variation in schizophrenia in a genome-wide association study of substantial size: a stage 1 discovery sample of 21,856 individuals of European ancestry and a stage 2 replication sample of 29,839 independent subjects. The combined stage 1 and 2 analysis yielded genome-wide significant associations with schizophrenia for seven loci, five of which are new (1p21.3, 2q32.3, 8p23.2, 8q21.3 and 10q24.32-q24.33) and two of which have been previously implicated (6p21.32-p22.1 and 18q21.2). The strongest new finding (P = 1.6 × 10 -11) was with rs1625579 within an intron of a putative primary transcript for MIR137 (microRNA 137), a known regulator of neuronal development. Four other schizophrenia loci achieving genome-wide significance contain predicted targets of MIR137, suggesting MIR137-mediated dysregulation as a previously unknown etiologic mechanism in schizophrenia. In a joint analysis with a bipolar disorder sample (16,374 affected individuals and 14,044 controls), three loci reached genome-wide significance: CACNA1C (rs4765905, P = 7.0 × 10 -9), ANK3 (rs10994359, P = 2.5 × 10 -8) and the ITIH3-ITIH4 region (rs2239547, P = 7.8 × 10 -9). © 2011 Nature America, Inc. All rights reserved.

Published
2011

5. Joint Analysis of Psychiatric Disorders Increases Accuracy of Risk Prediction for Schizophrenia, Bipolar Disorder, and Major Depressive Disorder

Author

Robert Maier, Gerhard Moser, Guo-Bo Chen, Stephan Ripke, William Coryell, James B. Potash, William A. Scheftner, Jianxin Shi, Myrna M. Weissman, Christina M. Hultman, Mikael Landén, Douglas F. Levinson, Kenneth S. Kendler, Jordan W. Smoller, Naomi R. Wray, S. Hong Lee, Devin Absher, Ingrid Agartz, Huda Akil, Farooq Amin, Ole A. Andreassen, Adebayo Anjorin, Richard Anney, Dan E. Arking, Philip Asherson, Maria H. Azevedo, Lena Backlund, Judith A. Badner, Anthony J. Bailey, Tobias Banaschewski, Jack D. Barchas, Michael R. Barnes, Thomas B. Barrett, Nicholas Bass, Agatino Battaglia, Michael Bauer, Mònica Bayés, Frank Bellivier, Sarah E. Bergen, Wade Berrettini, Catalina Betancur, Thomas Bettecken, Joseph Biederman, Elisabeth B. Binder, Donald W. Black, Douglas H.R. Blackwood, Cinnamon S. Bloss, Michael Boehnke, Dorret I. Boomsma, Gerome Breen, René Breuer, Richard Bruggeman, Nancy G. Buccola, Jan K. Buitelaar, William E. Bunney, Joseph D. Buxbaum, William F. Byerley, Sian Caesar, Wiepke Cahn, Rita M. Cantor, Miguel Casas, Aravinda Chakravarti, Kimberly Chambert, Khalid Choudhury, Sven Cichon, C. Robert Cloninger, David A. Collier, Edwin H. Cook, Hilary Coon, Bru Cormand, Paul Cormican, Aiden Corvin, William H. Coryell, Nicholas Craddock, David W. Craig, Ian W. Craig, Jennifer Crosbie, Michael L. Cuccaro, David Curtis, Darina Czamara, Mark J. Daly, Susmita Datta, Geraldine Dawson, Richard Day, Eco J. De Geus, Franziska Degenhardt, Bernie Devlin, Srdjan Djurovic, Gary J. Donohoe, Alysa E. Doyle, Jubao Duan, Frank Dudbridge, Eftichia Duketis, Richard P. Ebstein, Howard J. Edenberg, Josephine Elia, Sean Ennis, Bruno Etain, Ayman Fanous, Stephen V. Faraone, Anne E. Farmer, I. Nicol Ferrier, Matthew Flickinger, Eric Fombonne, Tatiana Foroud, Josef Frank, Barbara Franke, Christine Fraser, Robert Freedman, Nelson B. Freimer, Christine M. Freitag, Marion Friedl, Louise Frisén, Louise Gallagher, Pablo V. Gejman, Lyudmila Georgieva, Elliot S. Gershon, Daniel H. Geschwind, Ina Giegling, Michael Gill, Scott D. Gordon, Katherine Gordon-Smith, Elaine K. Green, Tiffany A. Greenwood, Dorothy E. Grice, Magdalena Gross, Detelina Grozeva, Weihua Guan, Hugh Gurling, Lieuwe De Haan, Jonathan L. Haines, Hakon Hakonarson, Joachim Hallmayer, Steven P. Hamilton, Marian L. Hamshere, Thomas F. Hansen, Annette M. Hartmann, Martin Hautzinger, Andrew C. Heath, Anjali K. Henders, Stefan Herms, Ian B. Hickie, Maria Hipolito, Susanne Hoefels, Peter A. Holmans, Florian Holsboer, Witte J. Hoogendijk, Jouke-Jan Hottenga, Vanessa Hus, Andrés Ingason, Marcus Ising, Stéphane Jamain, Ian Jones, Lisa Jones, Anna K. Kähler, René S. Kahn, Radhika Kandaswamy, Matthew C. Keller, John R. Kelsoe, James L. Kennedy, Elaine Kenny, Lindsey Kent, Yunjung Kim, George K. Kirov, Sabine M. Klauck, Lambertus Klei, James A. Knowles, Martin A. Kohli, Daniel L. Koller, Bettina Konte, Ania Korszun, Lydia Krabbendam, Robert Krasucki, Jonna Kuntsi, Phoenix Kwan, Niklas Långström, Mark Lathrop, Jacob Lawrence, William B. Lawson, Marion Leboyer, David H. Ledbetter, Phil H. Lee, Todd Lencz, Klaus-Peter Lesch, Cathryn M. Lewis, Jun Li, Paul Lichtenstein, Jeffrey A. Lieberman, Dan-Yu Lin, Don H. Linszen, Chunyu Liu, Falk W. Lohoff, Sandra K. Loo, Catherine Lord, Jennifer K. Lowe, Susanne Lucae, Donald J. MacIntyre, Pamela A.F. Madden, Elena Maestrini, Patrik K.E. Magnusson, Pamela B. Mahon, Wolfgang Maier, Anil K. Malhotra, Shrikant M. Mane, Christa L. Martin, Nicholas G. Martin, Manuel Mattheisen, Keith Matthews, Morten Mattingsdal, Steven A. McCarroll, Kevin A. McGhee, James J. McGough, Patrick J. McGrath, Peter McGuffin, Melvin G. McInnis, Andrew McIntosh, Rebecca McKinney, Alan W. McLean, Francis J. McMahon, William M. McMahon, Andrew McQuillin, Helena Medeiros, Sarah E. Medland, Sandra Meier, Ingrid Melle, Fan Meng, Jobst Meyer, Christel M. Middeldorp, Lefkos Middleton, Vihra Milanova, Ana Miranda, Anthony P. Monaco, Grant W. Montgomery, Jennifer L. Moran, Daniel Moreno-De-Luca, Gunnar Morken, Derek W. Morris, Eric M. Morrow, Valentina Moskvina, Bryan J. Mowry, Pierandrea Muglia, Thomas W. Mühleisen, Bertram Müller-Myhsok, Michael Murtha, Richard M. Myers, Inez Myin-Germeys, Benjamin M. Neale, Stan F. Nelson, Caroline M. Nievergelt, Ivan Nikolov, Vishwajit Nimgaonkar, Willem A. Nolen, Markus M. Nöthen, John I. Nurnberger, Evaristus A. Nwulia, Dale R. Nyholt, Michael C. O’Donovan, Colm O’Dushlaine, Robert D. Oades, Ann Olincy, Guiomar Oliveira, Line Olsen, Roel A. Ophoff, Urban Osby, Michael J. Owen, Aarno Palotie, Jeremy R. Parr, Andrew D. Paterson, Carlos N. Pato, Michele T. Pato, Brenda W. Penninx, Michele L. Pergadia, Margaret A. Pericak-Vance, Roy H. Perlis, Benjamin S. Pickard, Jonathan Pimm, Joseph Piven, Danielle Posthuma, Fritz Poustka, Peter Propping, Shaun M. Purcell, Vinay Puri, Digby J. Quested, Emma M. Quinn, Josep Antoni Ramos-Quiroga, Henrik B. Rasmussen, Soumya Raychaudhuri, Karola Rehnström, Andreas Reif, Marta Ribasés, John P. Rice, Marcella Rietschel, Kathryn Roeder, Herbert Roeyers, Lizzy Rossin, Aribert Rothenberger, Guy Rouleau, Douglas Ruderfer, Dan Rujescu, Alan R. Sanders, Stephan J. Sanders, Susan L. Santangelo, Russell Schachar, Martin Schalling, Alan F. Schatzberg, Gerard D. Schellenberg, Stephen W. Scherer, Nicholas J. Schork, Thomas G. Schulze, Johannes Schumacher, Markus Schwarz, Edward Scolnick, Laura J. Scott, Joseph A. Sergeant, Paul D. Shilling, Stanley I. Shyn, Jeremy M. Silverman, Pamela Sklar, Susan L. Slager, Susan L. Smalley, Johannes H. Smit, Erin N. Smith, Edmund J.S. Sonuga-Barke, David St Clair, Matthew State, Michael Steffens, Hans-Christoph Steinhausen, John S. Strauss, Jana Strohmaier, T. Scott Stroup, Patrick F. Sullivan, James Sutcliffe, Peter Szatmari, Szabocls Szelinger, Anita Thapar, Srinivasa Thirumalai, Robert C. Thompson, Alexandre A. Todorov, Federica Tozzi, Jens Treutlein, Jung-Ying Tzeng, Manfred Uhr, Edwin J.C.G. van den Oord, Gerard Van Grootheest, Jim Van Os, Astrid M. Vicente, Veronica J. Vieland, John B. Vincent, Peter M. Visscher, Christopher A. Walsh, Thomas H. Wassink, Stanley J. Watson, Lauren A. Weiss, Thomas Werge, Thomas F. Wienker, Durk Wiersma, Ellen M. Wijsman, Gonneke Willemsen, Nigel Williams, A. Jeremy Willsey, Stephanie H. Witt, Wei Xu, Allan H. Young, Timothy W. Yu, Stanley Zammit, Peter P. Zandi, Peng Zhang, Frans G. Zitman, Sebastian Zöllner, University of Zurich, Lee, S Hong, Epidemiology and Data Science, Psychiatry, EMGO - Mental health, NCA - Neurobiology of mental health, Human genetics, NCA - Brain mechanisms in health and disease, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Biological Psychology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, Maier, Robert, Moser, Gerhard, Chen, Guo-Bo, Ripke, Stephan, Coryell, William, Potash, James B, Scheftner, William A, Shi, Jianxin, Weissman, Myrna M, Hultman, Christina M, Landen, Mikael, Levinson, Douglas F, Kendler, Kenneth S, Smoller, Jordan, Wray, Naomi R, Cross-Disorder Working Group of the Psychiatric Genomics Consortium, Oades, Robert D. (Beitragende*r), Génétique de l'autisme = Genetics of Autism (NPS-01), Neuroscience Paris Seine (NPS), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), University of St Andrews. School of Medicine, University of St Andrews. Institute of Behavioural and Neural Sciences, Neurosciences Paris Seine (NPS), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de Biologie Paris Seine (IBPS), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), ANS - Amsterdam Neuroscience, Adult Psychiatry, Child Psychiatry, Maier R., Moser G., Chen G.-B., Ripke S., Coryell W., Potash J.B., Scheftner W.A., Shi J., Weissman M.M., Hultman C.M., Landen M., Levinson D.F., Kendler K.S., Smoller J.W., Wray N.R., Lee S.H., Absher D., Agartz I., Akil H., Amin F., Andreassen O.A., Anjorin A., Anney R., Arking D.E., Asherson P., Azevedo M.H., Backlund L., Badner J.A., Bailey A.J., Banaschewski T., Barchas J.D., Barnes M.R., Barrett T.B., Bass N., Battaglia A., Bauer M., Bayes M., Bellivier F., Bergen S.E., Berrettini W., Betancur C., Bettecken T., Biederman J., Binder E.B., Black D.W., Blackwood D.H.R., Bloss C.S., Boehnke M., Boomsma D.I., Breen G., Breuer R., Bruggeman R., Buccola N.G., Buitelaar J.K., Bunney W.E., Buxbaum J.D., Byerley W.F., Caesar S., Cahn W., Cantor R.M., Casas M., Chakravarti A., Chambert K., Choudhury K., Cichon S., Robert Cloninger C., Collier D.A., Cook E.H., Coon H., Cormand B., Cormican P., Corvin A., Coryell W.H., Craddock N., Craig D.W., Craig I.W., Crosbie J., Cuccaro M.L., Curtis D., Czamara D., Daly M.J., Datta S., Dawson G., Day R., De Geus E.J., Degenhardt F., Devlin B., Djurovic S., Donohoe G.J., Doyle A.E., Duan J., Dudbridge F., Duketis E., Ebstein R.P., Edenberg H.J., Elia J., Ennis S., Etain B., Fanous A., Faraone S.V., Farmer A.E., Nicol Ferrier I., Flickinger M., Fombonne E., Foroud T., Frank J., Franke B., Fraser C., Freedman R., Freimer N.B., Freitag C.M., Friedl M., Frisen L., Gallagher L., Gejman P.V., Georgieva L., Gershon E.S., Geschwind D.H., Giegling I., Gill M., Gordon S.D., Gordon-Smith K., Green E.K., Greenwood T.A., Grice D.E., Gross M., Grozeva D., Guan W., Gurling H., De Haan L., Haines J.L., Hakonarson H., Hallmayer J., Hamilton S.P., Hamshere M.L., Hansen T.F., Hartmann A.M., Hautzinger M., Heath A.C., Henders A.K., Herms S., Hickie I.B., Hipolito M., Hoefels S., Holmans P.A., Holsboer F., Hoogendijk W.J., Hottenga J.-J., Hus V., Ingason A., Ising M., Jamain S., Jones I., Jones L., Kahler A.K., Kahn R.S., Kandaswamy R., Keller M.C., Kelsoe J.R., Kennedy J.L., Kenny E., Kent L., Kim Y., Kirov G.K., Klauck S.M., Klei L., Knowles J.A., Kohli M.A., Koller D.L., Konte B., Korszun A., Krabbendam L., Krasucki R., Kuntsi J., Kwan P., Langstrom N., Lathrop M., Lawrence J., Lawson W.B., Leboyer M., Ledbetter D.H., Lee P.H., Lencz T., Lesch K.-P., Lewis C.M., Li J., Lichtenstein P., Lieberman J.A., Lin D.-Y., Linszen D.H., Liu C., Lohoff F.W., Loo S.K., Lord C., Lowe J.K., Lucae S., MacIntyre D.J., Madden P.A.F., Maestrini E., Magnusson P.K.E., Mahon P.B., Maier W., Malhotra A.K., Mane S.M., Martin C.L., Martin N.G., Mattheisen M., Matthews K., Mattingsdal M., McCarroll S.A., McGhee K.A., McGough J.J., McGrath P.J., McGuffin P., McInnis M.G., McIntosh A., McKinney R., McLean A.W., McMahon F.J., McMahon W.M., McQuillin A., Medeiros H., Medland S.E., Meier S., Melle I., Meng F., Meyer J., Middeldorp C.M., Middleton L., Milanova V., Miranda A., Monaco A.P., Montgomery G.W., Moran J.L., Moreno-De-Luca D., Morken G., Morris D.W., Morrow E.M., Moskvina V., Mowry B.J., Muglia P., Muhleisen T.W., Muller-Myhsok B., Murtha M., Myers R.M., Myin-Germeys I., Neale B.M., Nelson S.F., Nievergelt C.M., Nikolov I., Nimgaonkar V., Nolen W.A., Nothen M.M., Nurnberger J.I., Nwulia E.A., Nyholt D.R., O'Donovan M.C., O'Dushlaine C., Oades R.D., Olincy A., Oliveira G., Olsen L., Ophoff R.A., Osby U., Owen M.J., Palotie A., Parr J.R., Paterson A.D., Pato C.N., Pato M.T., Penninx B.W., Pergadia M.L., Pericak-Vance M.A., Perlis R.H., Pickard B.S., Pimm J., Piven J., Posthuma D., Poustka F., Propping P., Purcell S.M., Puri V., Quested D.J., Quinn E.M., Ramos-Quiroga J.A., Rasmussen H.B., Raychaudhuri S., Rehnstrom K., Reif A., Ribases M., Rice J.P., Rietschel M., Roeder K., Roeyers H., Rossin L., Rothenberger A., Rouleau G., Ruderfer D., Rujescu D., Sanders A.R., Sanders S.J., Santangelo S.L., Schachar R., Schalling M., Schatzberg A.F., Schellenberg G.D., Scherer S.W., Schork N.J., Schulze T.G., Schumacher J., Schwarz M., Scolnick E., Scott L.J., Sergeant J.A., Shilling P.D., Shyn S.I., Silverman J.M., Sklar P., Slager S.L., Smalley S.L., Smit J.H., Smith E.N., Sonuga-Barke E.J.S., St Clair D., State M., Steffens M., Steinhausen H.-C., Strauss J.S., Strohmaier J., Scott Stroup T., Sullivan P.F., Sutcliffe J., Szatmari P., Szelinger S., Thapar A., Thirumalai S., Thompson R.C., Todorov A.A., Tozzi F., Treutlein J., Tzeng J.-Y., Uhr M., van den Oord E.J.C.G., Van Grootheest G., Van Os J., Vicente A.M., Vieland V.J., Vincent J.B., Visscher P.M., Walsh C.A., Wassink T.H., Watson S.J., Weiss L.A., Werge T., Wienker T.F., Wiersma D., Wijsman E.M., Willemsen G., Williams N., Jeremy Willsey A., Witt S.H., Xu W., Young A.H., Yu T.W., Zammit S., Zandi P.P., Zhang P., Zitman F.G., and Zollner S.

Subjects
Netherlands Twin Register (NTR), Multifactorial Inheritance, Multivariate analysis, Bipolar Disorder, genome annotation, Medizin, R Medicine (General), Medical and Health Sciences, Genome-wide association studies, 0302 clinical medicine, 2.5 Research design and methodologies (aetiology), GWAS, Genetics(clinical), Aetiology, Multivariate Analysi, Genetics (clinical), Genetics & Heredity, bipolar disorder, 0303 health sciences, education.field_of_study, Depression, Mental Disorders, Single Nucleotide, 3rd-DAS, Biological Sciences, 10058 Department of Child and Adolescent Psychiatry, Serious Mental Illness, Psychiatric Disorders, 3. Good health, Mental Health, Schizophrenia, Mental Disorder, Linear Model, Major depressive disorder, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Risk assessment, Human, medicine.medical_specialty, 2716 Genetics (clinical), Genetics, Medical, Population, SNP, 610 Medicine & health, QH426 Genetics, Best linear unbiased prediction, Polymorphism, Single Nucleotide, Risk Assessment, 03 medical and health sciences, 1311 Genetics, Medical, Report, medicine, Genetics, Humans, Bipolar disorder, Genetic Testing, Polymorphism, education, Psychiatry, QH426, 030304 developmental biology, Depressive Disorder, Depressive Disorder, Major, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], business.industry, Cross-Disorder Working Group of the Psychiatric Genomics Consortium, Prevention, Human Genome, Major, medicine.disease, genetic risk prediction, R1, Brain Disorders, schizophrenia, Sample size determination, Perturbações do Desenvolvimento Infantil e Saúde Mental, Multivariate Analysis, Linear Models, business, depressive disorders, 030217 neurology & neurosurgery
Abstract

Cross-Disorder Working Group of the Psychiatric Genomics Consortium - Vicente A.M. Acessível em: http://www.ncbi.nlm.nih.gov/pmc/articles/pmid/25640677/ Genetic risk prediction has several potential applications in medical research and clinical practice and could be used, for example, to stratify a heterogeneous population of patients by their predicted genetic risk. However, for polygenic traits, such as psychiatric disorders, the accuracy of risk prediction is low. Here we use a multivariate linear mixed model and apply multi-trait genomic best linear unbiased prediction for genetic risk prediction. This method exploits correlations between disorders and simultaneously evaluates individual risk for each disorder. We show that the multivariate approach significantly increases the prediction accuracy for schizophrenia, bipolar disorder, and major depressive disorder in the discovery as well as in independent validation datasets. By grouping SNPs based on genome annotation and fitting multiple random effects, we show that the prediction accuracy could be further improved. The gain in prediction accuracy of the multivariate approach is equivalent to an increase in sample size of 34% for schizophrenia, 68% for bipolar disorder, and 76% for major depressive disorders using single trait models. Because our approach can be readily applied to any number of GWAS datasets of correlated traits, it is a flexible and powerful tool to maximize prediction accuracy. With current sample size, risk predictors are not useful in a clinical setting but already are a valuable research tool, for example in experimental designs comparing cases with high and low polygenic risk

Published
2015
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