30 results on '"Bettella, F."'
Search Results
2. Common brain disorders are associated with heritable patterns of apparent aging of the brain
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Kaufmann, T., van der Meer, D., Doan, N. T., Schwarz, E., Lund, M. J., Agartz, I., Alnaes, D., Barch, D. M., Baur-Streubel, R., Bertolino, A., Bettella, F., Beyer, M. K., Boen, E., Borgwardt, S., Brandt, C. L., Buitelaar, J., Celius, E. G., Cervenka, S., Conzelmann, A., Cordova-Palomera, A., Dale, A. M., de Quervain, D. J. F., Carlo, P. D., Djurovic, S., Dorum, E. S., Eisenacher, S., Elvsashagen, T., Espeseth, T., Fatouros-Bergman, H., Flyckt, L., Franke, B., Frei, O., Haatveit, B., Haberg, A. K., Harbo, H. F., Hartman, C. A., Heslenfeld, D., Hoekstra, P. J., Hogestol, E. A., Jernigan, T. L., Jonassen, R., Jonsson, E. G., Farde, L., Engberg, G., Erhardt, S., Schwieler, L., Piehl, F., Collste, K., Victorsson, P., Malmqvist, A., Hedberg, M., Orhan, F., Kirsch, P., Kloszewska, I., Kolskar, K. K., Landro, N. I., Hellard, S. L., Lesch, K. -P., Lovestone, S., Lundervold, A., Lundervold, A. J., Maglanoc, L. A., Malt, U. F., Mecocci, P., Melle, I., Meyer-Lindenberg, A., Moberget, T., Norbom, L. B., Nordvik, J. E., Nyberg, L., Oosterlaan, J., Papalino, M., Papassotiropoulos, A., Pauli, P., Pergola, G., Persson, K., Richard, G., Rokicki, J., Sanders, A. -M., Selbaek, G., Shadrin, A. A., Smeland, O. B., Soininen, H., Sowa, P., Steen, V. M., Tsolaki, M., Ulrichsen, K. M., Vellas, B., Wang, L., Westman, E., Ziegler, G. C., Zink, M., Andreassen, O. A., Westlye, L. T., Le Hellard, S., Di Carlo, P., Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Clinical Cognitive Neuropsychiatry Research Program (CCNP), General Paediatrics, ARD - Amsterdam Reproduction and Development, Pediatric surgery, Psychiatrie & Neuropsychologie, RS: MHeNs - R3 - Neuroscience, and RS: MHeNs - R2 - Mental Health
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0301 basic medicine ,Brain age gap, brain disorders, genetic architecture, pleiotropy ,Male ,Aging ,Schizophrenia/genetics ,LOCI ,Genome-wide association study ,Neuropsychological Tests ,0302 clinical medicine ,80 and over ,Brain age gap ,Aging/genetics ,ALZHEIMERS ,Child ,Aged, 80 and over ,Brain Diseases ,Sex Characteristics ,General Neuroscience ,Mental Disorders ,Brain ,MULTIPLE-SCLEROSIS ,brain disorders ,Middle Aged ,Magnetic Resonance Imaging ,3. Good health ,Schizophrenia ,Child, Preschool ,Female ,Alzheimer's disease ,Neurovetenskaper ,Algorithms ,MRI ,Adult ,Adolescent ,Brain Diseases/diagnostic imaging ,Brain Structure and Function ,Mental Disorders/diagnostic imaging ,Biology ,Article ,03 medical and health sciences ,Young Adult ,AGE ,pleiotropy ,Genetic architecture ,Genetic Pleiotropy ,medicine ,Humans ,Preschool ,Brain disorders ,Aged ,Pleiotropy ,Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7] ,Brain age gaps ,Multiple sclerosis ,Neurosciences ,Infant ,medicine.disease ,Brain/diagnostic imaging ,genetic architecture ,030104 developmental biology ,Pleiotropy (drugs) ,Neuroscience ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Common risk factors for psychiatric and other brain disorders are likely to converge on biological pathways influencing the development and maintenance of brain structure and function across life. Using structural MRI data from 45,615 individuals aged 3–96 years, we demonstrate distinct patterns of apparent brain aging in several brain disorders and reveal genetic pleiotropy between apparent brain aging in healthy individuals and common brain disorders. The author list between I.A. and M.Z. is in alphabetic order. The authors were funded by the Research Council of Norway (276082 LifespanHealth (T.K.), 213837 (O.A.A), 223273 NORMENT (O.A.A.), 204966 (L.T.W.), 229129 (O.A.A.), 249795 (L.T.W.), 273345 (L.T.W.) and 283798 SYNSCHIZ (O.A.A.)), the South-Eastern Norway Regional Health Authority (2013-123 (O.A.A.), 2014-097 (L.T.W.), 2015-073 (L.T.W.) and 2016083 (L.T.W.)), Stiftelsen Kristian Gerhard Jebsen (SKGJ-MED-008), the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (ERC Starting Grant, Grant agreement No. 802998 BRAINMINT (L.T.W.)), NVIDIA Corporation GPU Grant (T.K.), and the European Commission 7th Framework Programme (602450, IMAGEMEND (A.M.-L.)).
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- 2019
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3. Annotation-Informed Causal Mixture Modeling (AI-MiXeR) reveals phenotype-specific differences in polygenicity and effect size distribution across functional annotation categories
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Shahram Bahrami, Oleksandr Frei, Bettella F, Alexey A. Shadrin, Uggen Tke, Olav B. Smeland, Andreassen Oa, Srdjan Djurovic, Anders M. Dale, Dominic Holland, Kevin S. O’Connell, and Osman A. B. S. M. Gani
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0303 health sciences ,Computational biology ,Biology ,Genome ,Phenotype ,03 medical and health sciences ,Annotation ,0302 clinical medicine ,Functional annotation ,Genetic etiology ,Mixture modeling ,030217 neurology & neurosurgery ,030304 developmental biology ,Genetic association - Abstract
Determining the contribution of functional genetic categories is fundamental to understanding the genetic etiology of complex human traits and diseases. Here we present Annotation Informed MiXeR: a likelihood-based method to estimate the number of variants influencing a phenotype and their effect sizes across different functional annotation categories of the genome using summary statistics from genome-wide association studies. Applying the model to 11 complex phenotypes suggests diverse patterns of functional category-specific genetic architectures across human diseases and traits.
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- 2019
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4. Identification of common genetic risk variants for autism spectrum disorder
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Grove, J., Ripke, S., Als, T.D., Mattheisen, M., Walters, R.K., Won, H., Pallesen, J., Agerbo, E., Andreassen, O.A., Anney, R., Awashti, S., Belliveau, R., Bettella, F., Buxbaum, J.D., Bybjerg-Grauholm, J., Baekvad-Hansen, M., Cerrato, F., Chambert, K., Christensen, J.H., Churchhouse, C., Dellenvall, K., Demontis, D., Rubeis, S. de, Devlin, B., Djurovic, S., Dumont, A.L., Goldstein, J.I., Hansen, C.S., Hauberg, M.E., Hollegaard, M.V., Hope, S., Howrigan, D.P., Huang, H., Hultman, C.M., Klei, L., Maller, J., Martin, J., Martin, A.R., Moran, J.L., Nyegaard, M., Naeland, T., Palmer, D.S., Palotie, A., Pedersen, C.B., Pedersen, M.G., dPoterba, T., Poulsen, J.B., St Pourcain, B., Qvist, P., Rehnstrom, K., Reichenberg, A., Reichert, J., Robinson, E.B., Roeder, K., Roussos, P., Saemundsen, E., Sandin, S., Satterstrom, F.K., Smith, G.D., Stefansson, H., Steinberg, S., Stevens, C.R., Sullivan, P.F., Turley, P., Walters, G.B., Xu, X.Y., Stefansson, K., Geschwind, D.H., Nordentoft, M., Hougaard, D.M., Werge, T., Mors, O., Mortensen, P.B., Neale, B.M., Daly, M.J., Borglum, A.D., Wray, N.R., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Air, T.M., Andlauer, T.F.M., Bacanu, S.A., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenschon, H.N., Cai, N., Castelao, E., Clarke, T.K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G.E., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Hall, L.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Ising, M., Jansen, R., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z., Li, Y., Lind, P.A., MacIntyre, D.J., MacKinnon, D.F., Maier, R.M., Maier, W., Marchini, J., Mbarek, H., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Rice, J.P., Riley, B.P., Rivera, M., Mirza, S.S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Streit, F., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thomson, P.A., Thorgeirsson, T.E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y.P., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.S., Yang, J., Zhang, F.T., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Hayward, C., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Muller-Myhsok, B., Nothen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Smoller, J.W., Tiemeier, H., Uher, R., Volzke, H., Weissman, M.M., Lewis, C.M., Levinson, D.F., Breen, G., Agee, M., Alipanahi, B., Auton, A., Bell, R.K., Bryc, K., Elson, S.L., Fontanillas, P., Furlotte, N.A., Hromatka, B.S., Huber, K.E., Kleinman, A., Litterman, N.K., McIntyre, M.H., Mountain, J.L., Noblin, E.S., Northover, C.A.M., Pitts, S.J., Sathirapongsasuti, J.F., Sazonova, O.V., Shelton, J.F., Shringarpure, S., Tung, J.Y., Vacic, V., Wilson, C.H., Psychiat Genomics Consortium, BUPGEN, 23andMe Re, Biological Psychology, APH - Methodology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Mental Health, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Adult Psychiatry, Psychiatry, Human genetics, Amsterdam Reproduction & Development (AR&D), VU University medical center, APH - Digital Health, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Perceptual and Cognitive Neuroscience (PCN), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Autism Spectrum Disorders Working Group of The Psychiatric Genomics Consortium, BUPGEN, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Me Research Team, Epidemiology, and Child and Adolescent Psychiatry / Psychology
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Male ,Netherlands Twin Register (NTR) ,Multifactorial Inheritance ,Autism Spectrum Disorder ,Denmark ,LD SCORE REGRESSION ,LOCI ,Genome-wide association study ,DE-NOVO ,0302 clinical medicine ,Polymorphism (computer science) ,Risk Factors ,SYNAPTIC PLASTICITY ,CELL-SURFACE ,Child ,Genetics ,0303 health sciences ,HERITABILITY ,Genetic Predisposition to Disease/genetics ,1184 Genetics, developmental biology, physiology ,Polymorphism, Single Nucleotide/genetics ,Phenotype ,3. Good health ,Schizophrenia ,Autism spectrum disorder ,Child, Preschool ,Genome-Wide Association Study/methods ,Female ,SIMONS SIMPLEX COLLECTION ,Adolescent ,Biology ,NEURITE OUTGROWTH ,Polymorphism, Single Nucleotide ,behavioral disciplines and activities ,Article ,03 medical and health sciences ,mental disorders ,medicine ,Humans ,Genetic Predisposition to Disease ,GENOME-WIDE ASSOCIATION ,SDG 2 - Zero Hunger ,Multifactorial Inheritance/genetics ,METAANALYSIS ,030304 developmental biology ,Case-control study ,Heritability ,medicine.disease ,Autism Spectrum Disorder/genetics ,Case-Control Studies ,3111 Biomedicine ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Published in final edited form as: Nat Genet. 2019 March ; 51(3): 431–444. doi:10.1038/s41588-019-0344-8., Autism spectrum disorder (ASD) is a highly heritable and heterogeneous group of neurodevelopmental phenotypes diagnosed in more than 1% of children. Common genetic variants contribute substantially to ASD susceptibility, but to date no individual variants have been robustly associated with ASD. With a marked sample size increase from a unique Danish population resource, we report a genome-wide association meta-analysis of 18,381 ASD cases and 27,969 controls that identifies five genome-wide significant loci. Leveraging GWAS results from three phenotypes with significantly overlapping genetic architectures (schizophrenia, major depression, and educational attainment), seven additional loci shared with other traits are identified at equally strict significance levels. Dissecting the polygenic architecture, we find both quantitative and qualitative polygenic heterogeneity across ASD subtypes. These results highlight biological insights, particularly relating to neuronal function and corticogenesis and establish that GWAS performed at scale will be much more productive in the near term in ASD., The iPSYCH project is funded by the Lundbeck Foundation (grant numbers R102-A9118 and R155-2014-1724) and the universities and university hospitals of Aarhus and Copenhagen. Genotyping of iPSYCH and PGC samples was supported by grants from the Lundbeck Foundation, the Stanley Foundation, the Simons Foundation (SFARI 311789 to MJD), and NIMH (5U01MH094432–02 to MJD). The Danish National Biobank resource was supported by the Novo Nordisk Foundation. Data handling and analysis on the GenomeDK HPC facility was supported by NIMH (1U01MH109514–01 to M O’Donovan and ADB). High-performance computer capacity for handling and statistical analysis of iPSYCH data on the GenomeDK HPC facility was provided by the Centre for Integrative Sequencing, iSEQ, Aarhus University, Denmark (grant to ADB). Drs. S De Rubeis and JD Buxbaum were supported by NIH grants MH097849 (to JDB) and MH111661 (to JDB), and by the Seaver Foundation (to SDR and JDB). Dr J Martin was supported by the Wellcome Trust (grant no: 106047). O. Andreassen received funding from Research Council of Norway (#213694, #223273, #248980, #248778), Stiftelsen KG Jebsen and South-East Norway Health Authority. We thank the research participants and employees of 23andMe for making this work possible.
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- 2019
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5. Slope erosion features behind a dry-stone wall: learning from a terrace-unit experimental plot
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D’Agostino, V., Bettella, F., and Pastorello, R.
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- 2019
6. GBA and APOE epsilon 4 associate with sporadic dementia with Lewy bodies in European genome wide association study (vol 9, 7013, 2019)
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Rongve, A, Witoelar, A, Ruiz, A, Athanasiu, L, Abdelnour, C, Clarimon, J, Heilmann-Heimbach, S, Hernandez, I, Moreno-Grau, S, de Rojas, I, Morenas-Rodriguez, E, Fladby, T, Sando, SB, Brathen, G, Blanc, F, Bousiges, O, Lemstra, AW, van Steenoven, I, Londos, E, Almdahl, IS, Palhaugen, L, Eriksen, JA, Djurovic, S, Stordal, E, Saltvedt, I, Ulstein, ID, Bettella, F, Desikan, RS, Idland, AV, Toft, M, Pihlstrom, L, Snaedal, J, Tarraga, L, Boada, M, Lleo, A, Stefansson, H, Stefansson, K, Ramirez, A, Aarsland, D, and Andreassen, OA
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- 2019
7. Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder
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Schwarz, E., Doan, N. T., Pergola, G., Westlye, L. T., Kaufmann, T., Wolfers, T., Brecheisen, R., Quarto, T., Ing, A. J., Di Carlo, P., Gurholt, T. P., Harms, R. L., Noirhomme, Q., Moberget, T., Agartz, I., Andreassen, O. A., Bellani, M., Bertolino, A., Blasi, G., Brambilla, P., Buitelaar, J. K., Cervenka, S., Flyckt, L., Frangou, S., Franke, B., Hall, J., Heslenfeld, D. J., Kirsch, P., Mcintosh, A. M., Nothen, M. M., Papassotiropoulos, A., de Quervain, D. J. -F., Rietschel, M., Schumann, G., Tost, H., Witt, S. H., Zink, M., Meyer-Lindenberg, A., Bettella, F., Brandt, C. L., Clarke, T. -K., Coynel, D., Degenhardt, F., Djurovic, S., Eisenacher, S., Fastenrath, M., Fatouros-Bergman, H., Forstner, A. J., Frank, J., Gambi, F., Gelao, B., Geschwind, L., Di Giannantonio, M., Di Giorgio, A., Hartman, C. A., Heilmann-Heimbach, S., Herms, S., Hoekstra, P. J., Hoffmann, P., Hoogman, M., Jonsson, E. G., Loos, E., Maggioni, E., Oosterlaan, J., Papalino, M., Rampino, A., Romaniuk, L., Selvaggi, P., Sepede, G., Sonderby, I. E., Spalek, K., Sussmann, J. E., Thompson, P. M., Vasquez, A. A., Vogler, C., Whalley, H., Farde, L., Engberg, G., Erhardt, S., Schwieler, L., Collste, K., Victorsson, P., Malmqvist, A., Hedberg, M., Orhan, F., Cognitive Psychology, IBBA, Behavioural Sciences, Elvira Brattico / Principal Investigator, Department of Psychology and Logopedics, Cognitive Brain Research Unit, Faculty of Medicine, University of Helsinki, General Paediatrics, ARD - Amsterdam Reproduction and Development, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Multiscale Imaging of Brain Connectivity, RS: FPN CN 11, Vision, and RS: FPN CN 1
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0301 basic medicine ,Male ,Multivariate statistics ,Bipolar Disorder ,SEGMENTATION ,3124 Neurology and psychiatry ,Machine Learning ,0302 clinical medicine ,DEFICITS ,Gray Matter ,Psychiatry ,RISK ,medicine.diagnostic_test ,220 Statistical Imaging Neuroscience ,LIKELIHOOD ESTIMATION ,Middle Aged ,MRI SCANS ,Magnetic Resonance Imaging ,Justice and Strong Institutions ,3. Good health ,Psychiatry and Mental health ,medicine.anatomical_structure ,bipolar disorders ,Schizophrenia ,Female ,brain structural patterns ,MRI ,Adult ,SDG 16 - Peace ,Adolescent ,Brain Structure and Function ,Grey matter ,Psykiatri ,CLASSIFICATION ,Article ,lcsh:RC321-571 ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Young Adult ,Text mining ,medicine ,Humans ,Bipolar disorder ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Biological Psychiatry ,METAANALYSIS ,schizophrenia ,grey matter alterations ,Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7] ,business.industry ,1ST-EPISODE ,SDG 16 - Peace, Justice and Strong Institutions ,Magnetic resonance imaging ,medicine.disease ,030104 developmental biology ,Sample size determination ,Attention Deficit Disorder with Hyperactivity ,Case-Control Studies ,VOLUME ,business ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Contains fulltext : 202693.pdf (Publisher’s version ) (Open Access) Schizophrenia is a severe mental disorder characterized by numerous subtle changes in brain structure and function. Machine learning allows exploring the utility of combining structural and functional brain magnetic resonance imaging (MRI) measures for diagnostic application, but this approach has been hampered by sample size limitations and lack of differential diagnostic data. Here, we performed a multi-site machine learning analysis to explore brain structural patterns of T1 MRI data in 2668 individuals with schizophrenia, bipolar disorder or attention-deficit/ hyperactivity disorder, and healthy controls. We found reproducible changes of structural parameters in schizophrenia that yielded a classification accuracy of up to 76% and provided discrimination from ADHD, through it lacked specificity against bipolar disorder. The observed changes largely indexed distributed grey matter alterations that could be represented through a combination of several global brain-structural parameters. This multi-site machine learning study identified a brain-structural signature that could reproducibly differentiate schizophrenia patients from controls, but lacked specificity against bipolar disorder. While this currently limits the clinical utility of the identified signature, the present study highlights that the underlying alterations index substantial global grey matter changes in psychotic disorders, reflecting the biological similarity of these conditions, and provide a roadmap for future exploration of brain structural alterations in psychiatric patients.
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- 2019
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8. Genetics of brain age suggest an overlap with common brain disorders
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Mona K. Beyer, Ramona Baur-Streubel, Asta Håberg, Lundervold A, Barbara Franke, Andreas Meyer-Lindenberg, Mathias Zink, Helena Fatouros-Bergman, Ole A. Andreassen, Anne-Marthe Sanders, Kristine Moe Ulrichsen, Vidar M. Steen, Alessandro Bertolino, Nhat Trung Doan, Bettella F, Jaap Oosterlaan, Iwona Kłoszewska, Eric Westman, Hanne F. Harbo, Patrizia Mecocci, Piotr Sowa, Elisabeth Gulowsen Celius, Erlend Bøen, Luigi Angelo Maglanoc, Marco Papalino, Lu Wang, Le Hellard S, Ingrid Melle, Ingrid Agartz, Oleksandr Frei, Terry L. Jernigan, Olav B. Smeland, Aldo Córdova-Palomera, Jan Egil Nordvik, Torbjørn Elvsåshagen, Andreas Papassotiropoulos, C.A. Hartman, Geir Selbæk, Knut-Kristian Kolskår, Di Carlo P, Geneviève Richard, Karin Persson, Tobias Kaufmann, Peter Kirsch, Anders M. Dale, Thomas Espeseth, Lars Nyberg, Stefan Borgwardt, Martina J. Lund, Pieter J. Hoekstra, Lars T. Westlye, Lena Flyckt, Giulio Pergola, Beathe Haatveit, Annette Conzelmann, Linn B. Norbom, Einar August Høgestøl, Dirk J. Heslenfeld, Klaus-Peter Lesch, Simon Cervenka, Rune Jonassen, Erik G. Jönsson, Srdjan Djurovic, Jan K. Buitelaar, Dag Alnæs, Magda Tsolaki, Sarah Eisenacher, Christine L. Brandt, van der Meer D, Ulrik Fredrik Malt, Jaroslav Rokicki, Simon Lovestone, H. Soininen, Erlend S. Dørum, Arvid Lundervold, Bruno Vellas, Emanuel Schwarz, Torgeir Moberget, Alexey A. Shadrin, de Quervain Dj, Georg C. Ziegler, Paul Pauli, and Nils Inge Landrø
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0303 health sciences ,Multiple sclerosis ,Brain Structure and Function ,Chronological age ,Biology ,medicine.disease ,Structural magnetic resonance imaging ,03 medical and health sciences ,0302 clinical medicine ,Schizophrenia ,medicine ,Trait ,Dementia ,Brain aging ,Neuroscience ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Numerous genetic and environmental factors contribute to psychiatric disorders and other brain disorders. Common risk factors likely converge on biological pathways regulating the optimization of brain structure and function across the lifespan. Here, using structural magnetic resonance imaging and machine learning, we estimated the gap between brain age and chronological age in 36,891 individuals aged 3 to 96 years, including individuals with different brain disorders. We show that several disorders are associated with accentuated brain aging, with strongest effects in schizophrenia, multiple sclerosis and dementia, and document differential regional patterns of brain age gaps between disorders. In 16,269 healthy adult individuals, we show that brain age gap is heritable with a polygenic architecture overlapping those observed in common brain disorders. Our results identify brain age gap as a genetically modulated trait that offers a window into shared and distinct mechanisms in different brain disorders.
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- 2018
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9. Bromodomain protein 4 discriminates tissue-specific super-enhancers containing disease-specific susceptibility loci in prostate and breast cancer
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Zuber, V., Bettella, F., Witoelar, A.W., Andreassen, O.A., Mills, I.G., Urbanucci, A., Eeles, R.A., Easton, D.F., Kote-Jarai, Z., Al Olama, A.A., Benlloch, S., Muir, K., Giles, G.G., Wiklund, F., Grönberg, H., Haiman, C.A., Schleutker, J., Weischer, M., Travis, R.C., Neal, D., Pharoah, P., Khaw, K.T., Stanford, J.L., Blot, W.J., Thibodeau, S.N., Maier, C., Kibel, A.S., Cybulski, C., Cannon-Albright, L., Brenner, H., Park, J., Kaneva, R., Batra, J., Teixeira, M.R., Pandha, H., Chenevix-Trench, G., Humphreys, M.K., Hung, R.J., Han, Y., Brennan, P., Bickeböller, H., Rosenberger, A., Houlston, R.S., Caporaso, N., Landi, M.T., Heinrich, J., Risch, A., Wu, X., Ye, Y., Christiani, D.C., Amos, C.I., Michailidou, K., Bolla, M.K., Wang, Q., Berchuck, A., Antoniou, A.C., McGuffog, L., Couch, F.J., Offit, K., Dennis, J., Dunning, A.M., Lee, A., Dicks, E., Luccarini, C., Benítez, J., González-Neira, A., Simard, J., Tessier, D.C., Bacot, F., Vincent, D., Laboissiere, S., and Wrightson, R
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Male ,Quantitative Trait Loci ,Breast Neoplasms ,Cell Cycle Proteins ,Brd4 ,Breast Cancer Risk ,Chromatin ,Functional Annotation ,Genome-wide Association Studies ,Prostate Cancer Risk ,Risk Loci ,Schizophrenia ,Snps ,Super-enhancer ,Genome-wide association studies ,Polymorphism, Single Nucleotide ,Epigenesis, Genetic ,Histones ,breast cancer risk ,SDG 3 - Good Health and Well-being ,super-enhancer ,Genetics ,Journal Article ,Humans ,Genetic Predisposition to Disease ,Risk loci ,Binding Sites ,Chromosome Mapping ,Computational Biology ,Nuclear Proteins ,Prostatic Neoplasms ,Functional annotation ,Prostate cancer risk ,schizophrenia ,Gene Expression Regulation, Neoplastic ,Enhancer Elements, Genetic ,Organ Specificity ,Receptors, Androgen ,BRD4 ,Female ,Research Article ,SNPs ,Genome-Wide Association Study ,Protein Binding ,Transcription Factors ,Biotechnology - Abstract
Background Epigenetic information can be used to identify clinically relevant genomic variants single nucleotide polymorphisms (SNPs) of functional importance in cancer development. Super-enhancers are cell-specific DNA elements, acting to determine tissue or cell identity and driving tumor progression. Although previous approaches have been tried to explain risk associated with SNPs in regulatory DNA elements, so far epigenetic readers such as bromodomain containing protein 4 (BRD4) and super-enhancers have not been used to annotate SNPs. In prostate cancer (PC), androgen receptor (AR) binding sites to chromatin have been used to inform functional annotations of SNPs. Results Here we establish criteria for enhancer mapping which are applicable to other diseases and traits to achieve the optimal tissue-specific enrichment of PC risk SNPs. We used stratified Q-Q plots and Fisher test to assess the differential enrichment of SNPs mapping to specific categories of enhancers. We find that BRD4 is the key discriminant of tissue-specific enhancers, showing that it is more powerful than AR binding information to capture PC specific risk loci, and can be used with similar effect in breast cancer (BC) and applied to other diseases such as schizophrenia. Conclusions This is the first study to evaluate the enrichment of epigenetic readers in genome-wide associations studies for SNPs within enhancers, and provides a powerful tool for enriching and prioritizing PC and BC genetic risk loci. Our study represents a proof of principle applicable to other diseases and traits that can be used to redefine molecular mechanisms of human phenotypic variation. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-3620-y) contains supplementary material, which is available to authorized users.
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- 2018
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10. Common risk variants identified in autism spectrum disorder
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Julian Maller, Patrick Turley, Benjamin M. Neale, Terje Nærland, Bettella F, Elise B. Robinson, Manuel Mattheisen, A. Palotie, Evald Saemundsen, Jennifer L. Moran, Stacy Steinberg, Hong-Hee Won, E. Agerbo, Daniel P. Howrigan, Mark J. Daly, Srdjan Djurovic, St Pourcain B, Richard Anney, Jacqueline I. Goldstein, Marianne Giørtz Pedersen, Jennifer Reichert, A. Reichenberg, Kimberly Chambert, Bernie Devlin, Felecia Cerrato, Joanna Martin, Satterstrom Fk, Kathryn Roeder, Richard A. Belliveau, Stephan Ripke, De Rubeis S, Robin G. Walters, Hailiang Huang, Mette Nyegaard, Walters Gb, Jakob Grove, Ditte Demontis, Karola Rehnström, David M. Hougaard, Ole Mors, Sigrun Hope, Preben Bo Mortensen, Mads V. Hollegaard, Joseph D. Buxbaum, Sven Sandin, Cathy A. Stevens, Ole A. Andreassen, Duncan Palmer, Jesper Buchhave Poulsen, Carsten Bøcker Pedersen, Patrick F. Sullivan, Thomas Werge, Jane H. Christensen, Christine Søholm Hansen, Timothy Poterba, Jonatan Pallesen, Claire Churchhouse, Thomas Damm Als, Mads E. Hauberg, Anders D. Børglum, Jonas Bybjerg-Grauholm, Lambertus Klei, Kari Stefansson, Alicia R. Martin, Per Qvist, Ashley Dumont, Hreinn Stefansson, Panagiotis Roussos, Karin Dellenvall, George Davey Smith, Daniel H. Geschwind, Marie Bækved-Hansen, Merete Nordentoft, Christina M. Hultman, and Xinyi Xu
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0303 health sciences ,business.industry ,medicine.disease ,behavioral disciplines and activities ,3. Good health ,03 medical and health sciences ,0302 clinical medicine ,Text mining ,Autism spectrum disorder ,mental disorders ,Medicine ,business ,030217 neurology & neurosurgery ,030304 developmental biology ,Clinical psychology - Abstract
Autism spectrum disorder (ASD) is a highly heritable and heterogeneous group of neurodevelopmental phenotypes diagnosed in more than 1% of children. Common genetic variants contribute substantially to ASD susceptibility, but to date no individual variants have been robustly associated with ASD. With a marked sample size increase from a unique Danish population resource, we report a genome-wide association meta-analysis of 18,381 ASD cases and 27,969 controls that identifies five genome-wide significant loci. Leveraging GWAS results from three phenotypes with significantly overlapping genetic architectures (schizophrenia, major depression, and educational attainment), seven additional loci shared with other traits are identified at equally strict significance levels. Dissecting the polygenic architecture we find both quantitative and qualitative polygenic heterogeneity across ASD subtypes, in contrast to what is typically seen in other complex disorders. These results highlight biological insights, particularly relating to neuronal function and corticogenesis and establish that GWAS performed at scale will be much more productive in the near term in ASD, just as it has been in a broad range of important psychiatric and diverse medical phenotypes.
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- 2017
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11. Genome-wide Pleiotropy Between Parkinson Disease and Autoimmune Diseases
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Witoelar, A, Jansen, IE, Wang, Y, Desikan, RS, Gibbs, JR, Blauwendraat, C, Thompson, WK, Hernandez, DG, Djurovic, S, Schork, AJ, Bettella, F, Ellinghaus, D, Franke, A, Lie, BA, McEvoy, LK, Karlsen, T, Lesage, S, Morris, HR, Brice, A, Wood, NW, Heutink, P, Hardy, J, Singleton, AB, Dale, AM, Gasser, T, Andreassen, OA, Sharma, M, Conso, IPDG, Amer, BECN, and Co, UKBE
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- 2017
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12. Bromodomain protein 4 discriminates tissue-specific super-enhancers containing disease-specific susceptibility loci in prostate and breast cancer
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Zuber, V, Bettella, F, Witoelar, A, Andreassen, OA, Mills, IG, Urbanucci, A, Eeles, R, Easton, D, Kote-Jarai, Z, Al Olama, AA, Benlloch, S, Muir, K, Giles, GG, Wiklund, F, Gronberg, H, Haiman, CA, Schleutker, J, Weischer, M, Travis, RC, Neal, D, Pharoah, P, Khaw, KT, Stanford, JL, Blot, WJ, Thibodeau, S, Maier, C, Kibel, AS, Cybulski, C, Cannon-Albright, L, Brenner, H, Park, J, Kaneva, R, Batra, J, Teixeira, MR, Pandha, H, Chenevix-Trench, G, Humphreys, M, Hung, RJ, Han, Y, Brennan, P, Bickeböller, H, Rosenberger, A, Houlston, RS, Caporaso, N, Landi, MT, Heinrich, J, Risch, A, Wu, X, Ye, Y, Christiani, DC, Amos, CI, Easton, DF, Michailidou, K, Bolla, MK, Wang, Q, Berchuck, A, Antoniou, A, McGuffog, L, Couch, F, Offit, K, Dennis, J, Dunning, AM, Lee, A, Dicks, E, Luccarini, C, Benitez, J, Gonzalez-Neira, A, Simard, J, Tessier, DC, Bacot, F, Vincent, D, LaBoissière, S, Zuber, Verena [0000-0001-9827-1877], Pharoah, Paul [0000-0001-8494-732X], Khaw, Kay-Tee [0000-0002-8802-2903], Easton, Douglas [0000-0003-2444-3247], Wang, Jean [0000-0002-9139-0627], Antoniou, Antonis [0000-0001-9223-3116], Dennis, Joe [0000-0003-4591-1214], Dunning, Alison [0000-0001-6651-7166], Lee, Andrew [0000-0003-0677-0252], Dicks, Ed [0000-0002-0617-0401], and Apollo - University of Cambridge Repository
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risk loci ,schizophrenia ,breast cancer risk ,super-enhancer ,genome-wide association studies ,BRD4 ,chromatin ,functional annotation ,prostate cancer risk ,SNPs - Abstract
$\textbf{Background:}$ Epigenetic information can be used to identify clinically relevant genomic variants single nucleotide polymorphisms (SNPs) of functional importance in cancer development. Super-enhancers are cell-specific DNA elements, acting to determine tissue or cell identity and driving tumor progression. Although previous approaches have been tried to explain risk associated with SNPs in regulatory DNA elements, so far epigenetic readers such as bromodomain containing protein 4 (BRD4) and super-enhancers have not been used to annotate SNPs. In prostate cancer (PC), androgen receptor (AR) binding sites to chromatin have been used to inform functional annotations of SNPs. $\textbf{Results:}$ Here we establish criteria for enhancer mapping which are applicable to other diseases and traits to achieve the optimal tissue-specific enrichment of PC risk SNPs. We used stratified Q-Q plots and Fisher test to assess the differential enrichment of SNPs mapping to specific categories of enhancers. We find that BRD4 is the key discriminant of tissue-specific enhancers, showing that it is more powerful than AR binding information to capture PC specific risk loci, and can be used with similar effect in breast cancer (BC) and applied to other diseases such as schizophrenia. $\textbf{Conclusions:}$ This is the first study to evaluate the enrichment of epigenetic readers in genome-wide associations studies for SNPs within enhancers, and provides a powerful tool for enriching and prioritizing PC and BC genetic risk loci. Our study represents a proof of principle applicable to other diseases and traits that can be used to redefine molecular mechanisms of human phenotypic variation.
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- 2017
- Full Text
- View/download PDF
13. Genetic Markers of Human Evolution Are Enriched in Schizophrenia
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Srinivasan, S, Bettella, F, Mattingsdal, M, Wang, Y, Witoelar, A, Schork, AJ, Thompson, WK, Zuber, V, Winsvold, BS, Zwart, JA, Collier, DA, Desikan, RS, Melle, I, Werge, T, Dale, AM, Djurovic, S, and Andreassen, OA
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mental disorders - Abstract
© 2016 Society of Biological Psychiatry Background Why schizophrenia has accompanied humans throughout our history despite its negative effect on fitness remains an evolutionary enigma. It is proposed that schizophrenia is a by-product of the complex evolution of the human brain and a compromise for humans’ language, creative thinking, and cognitive abilities. Methods We analyzed recent large genome-wide association studies of schizophrenia and a range of other human phenotypes (anthropometric measures, cardiovascular disease risk factors, immune-mediated diseases) using a statistical framework that draws on polygenic architecture and ancillary information on genetic variants. We used information from the evolutionary proxy measure called the Neanderthal selective sweep (NSS) score. Results Gene loci associated with schizophrenia are significantly (p = 7.30 × 10−9) more prevalent in genomic regions that are likely to have undergone recent positive selection in humans (i.e., with a low NSS score). Variants in brain-related genes with a low NSS score confer significantly higher susceptibility than variants in other brain-related genes. The enrichment is strongest for schizophrenia, but we cannot rule out enrichment for other phenotypes. The false discovery rate conditional on the evolutionary proxy points to 27 candidate schizophrenia susceptibility loci, 12 of which are associated with schizophrenia and other psychiatric disorders or linked to brain development. Conclusions Our results suggest that there is a polygenic overlap between schizophrenia and NSS score, a marker of human evolution, which is in line with the hypothesis that the persistence of schizophrenia is related to the evolutionary process of becoming human.
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- 2016
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14. Genome-wide meta-analysis identifies new susceptibility loci for migraine
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Anttila V, Winsvold BS, Gormley P, Kurth T, Bettella F, McMahon G, Kallela M, Malik R, de Vries B, Terwindt G, Medland SE, Todt U, McArdle WL, Quaye L, Koiranen M, Ligthart L, Hottenga JJ, Vink JM, Penninx BW, Boomsma DI, Strachan DP, Kubisch C, Ferrari MD, van den Maagdenberg AM, Dichgans M, Wessman M, Smith GD, Stefansson K, Daly MJ, Nyholt DR, Chasman DI, Palotie A, North American Brain Expression Consortium, UK Brain Expression Consortium, International Headache Genetics Consortium, Anttila V, Winsvold BS, Gormley P, Kurth T, Bettella F, McMahon G, Kallela M, Malik R, de Vries B, Terwindt G, Medland SE, Todt U, McArdle WL, Quaye L, Koiranen M, Ligthart L, Hottenga JJ, Vink JM, Penninx BW, Boomsma DI, Strachan DP, Kubisch C, Ferrari MD, van den Maagdenberg AM, Dichgans M, Wessman M, Smith GD, Stefansson K, Daly MJ, Nyholt DR, Chasman DI, and Palotie A
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- 2013
15. Genetic sharing with cardiovascular disease risk factors and diabetes reveals novel bone mineral density loci
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Reppe, S, Wang, Y, Thompson, WK, McEvoy, LK, Schork, AJ, Zuber, V, LeBlanc, M, Bettella, F, Mills, IG, Desikan, RS, Djurovic, S, Gautvik, KM, Dale, AM, Andreassen, OA, Estrada, K, Styrkarsdottir, U, Evangelou, E, Hsu, YH, Duncan, EL, Ntzani, EE, Oei, L, Albagha, OME, Amin, N, Kemp, JP, Koller, DL, Li, G, Liu, CT, Minster, RL, Moayyeri, A, Vandenput, L, Willner, D, Xiao, SM, Yerges-Armstrong, LM, Zheng, HF, Alonso, N, Eriksson, J, Kammerer, CM, Kaptoge, SK, Leo, PJ, Thorleifsson, G, Wilson, SG, Wilson, JF, Aalto, V, Alen, M, Aragaki, AK, Aspelund, T, Center, JR, Dailiana, Z, Duggan, DJ, Garcia, M, Garcia-Giralt, N, Giroux, S, Hallmans, G, Hocking, LJ, Husted, LB, Jameson, KA, Khusainova, R, Kim, GS, Kooperberg, C, Koromila, T, Kruk, M, Laaksonen, M, and Lacroix, AZ
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musculoskeletal diseases ,General Science & Technology ,MD Multidisciplinary - Abstract
© 2015 Reppe et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Bone Mineral Density (BMD) is a highly heritable trait, but genome-wide association studies have identified few genetic risk factors. Epidemiological studies suggest associations between BMD and several traits and diseases, but the nature of the suggestive comorbidity is still unknown. We used a novel genetic pleiotropy-informed conditional False Discovery Rate (FDR) method to identify single nucleotide polymorphisms (SNPs) associated with BMD by leveraging cardiovascular disease (CVD) associated disorders and metabolic traits. By conditioning on SNPs associated with the CVD-related phenotypes, type 1 diabetes, type 2 diabetes, systolic blood pressure, diastolic blood pressure, high density lipoprotein, low density lipoprotein, triglycerides and waist hip ratio, we identified 65 novel independent BMD loci (26 with femoral neck BMD and 47 with lumbar spine BMD) at conditional FDR < 0.01. Many of the loci were confirmed in genetic expression studies. Genes validated at the mRNA levels were characteristic for the osteoblast/osteocyte lineage, Wnt signaling pathway and bone metabolism. The results provide new insight into genetic mechanisms of variability in BMD, and a better understanding of the genetic underpinnings of clinical comorbidity.
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- 2015
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16. Large-scale genomics unveil polygenic architecture of human cortical surface area
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Chen, CH, Peng, Q, Schork, AJ, Lo, MT, Fan, CC, Wang, Y, Desikan, RS, Bettella, F, Hagler, DJ, Westlye, LT, Kremen, WS, Jernigan, TL, Le Hellard, S, Steen, VM, Espeseth, T, Huentelman, M, Håberg, AK, Agartz, I, Djurovic, S, Andreassen, OA, Schork, N, Dale, AM, McCabe, C, Chang, L, Akshoomoff, N, Newman, E, Ernst, T, Van Zijl, P, Kuperman, J, Murray, S, Bloss, C, Appelbaum, M, Gamst, A, Thompson, W, Bartsch, H, Weiner, M, Aisen, P, Petersen, R, Jack, CR, Jagust, W, Trojanowki, JQ, Toga, AW, Beckett, L, Green, RC, Saykin, AJ, Morris, J, Shaw, LM, Khachaturian, Z, Sorensen, G, Carrillo, M, Kuller, L, Raichle, M, Paul, S, Davies, P, Fillit, H, Hefti, F, Holtzman, D, Mesulman, MM, Potter, W, Snyder, PJ, Schwartz, A, Montine, T, Thomas, RG, Donohue, M, Walter, S, Gessert, D, Sather, T, Jiminez, G, Harvey, D, Bernstein, M, Fox, N, Thompson, P, Schuff, N, DeCarli, C, Borowski, B, Gunter, J, Senjem, M, Vemuri, P, Jones, D, Kantarci, K, Ward, C, Koeppe, RA, Foster, N, and Reiman, EM
- Abstract
© 2015 Macmillan Publishers Limited. All rights reserved. Little is known about how genetic variation contributes to neuroanatomical variability, and whether particular genomic regions comprising genes or evolutionarily conserved elements are enriched for effects that influence brain morphology. Here, we examine brain imaging and single-nucleotide polymorphisms (SNPs) data from ∼ 2,700 individuals. We show that a substantial proportion of variation in cortical surface area is explained by additive effects of SNPs dispersed throughout the genome, with a larger heritable effect for visual and auditory sensory and insular cortices (h2 ∼ 0.45). Genome-wide SNPs collectively account for, on average, about half of twin heritability across cortical regions (N = 466 twins). We find enriched genetic effects in or near genes. We also observe that SNPs in evolutionarily more conserved regions contributed significantly to the heritability of cortical surface area, particularly, for medial and temporal cortical regions. SNPs in less conserved regions contributed more to occipital and dorsolateral prefrontal cortices.
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- 2015
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17. Genetic pleiotropy between multiple sclerosis and schizophrenia but not bipolar disorder: differential involvement of immune-related gene loci
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Andreassen, OA, Harbo, HF, Wang, Y, Thompson, WK, Schork, AJ, Mattingsdal, M, Zuber, V, Bettella, F, Ripke, S, Kelsoe, JR, Kendler, KS, O'Donovan, MC, Sklar, P, Psychiatric Genomics Consortium (PGC) Bipolar Disorder and Schizophrenia Work Groups, International Multiple Sclerosis Genetics Consortium (IMSGC), McEvoy, LK, Desikan, RS, Lie, BA, Djurovic, S, and Dale, AM
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Male ,Multiple Sclerosis ,Bipolar Disorder ,Genotype ,Psychiatric Genomics Consortium (PGC) Bipolar Disorder and Schizophrenia Work Groups ,Neurodegenerative ,Autoimmune Disease ,Medical and Health Sciences ,HLA Antigens ,Clinical Research ,Genetics ,Humans ,2.1 Biological and endogenous factors ,Genetic Predisposition to Disease ,Inflammatory and Immune System ,Aetiology ,Polymorphism ,Psychiatry ,Prevention ,Human Genome ,Psychology and Cognitive Sciences ,Neurosciences ,Genetic Pleiotropy ,Single Nucleotide ,Biological Sciences ,Serious Mental Illness ,polygenic pleiotropy ,International Multiple Sclerosis Genetics Consortium ,Brain Disorders ,HLA region ,schizophrenia ,Mental Health ,Female ,false discovery rate ,Follow-Up Studies ,Genome-Wide Association Study - Abstract
Converging evidence implicates immune abnormalities in schizophrenia (SCZ), and recent genome-wide association studies (GWAS) have identified immune-related single-nucleotide polymorphisms (SNPs) associated with SCZ. Using the conditional false discovery rate (FDR) approach, we evaluated pleiotropy in SNPs associated with SCZ (n=21,856) and multiple sclerosis (MS) (n=43,879), an inflammatory, demyelinating disease of the central nervous system. Because SCZ and bipolar disorder (BD) show substantial clinical and genetic overlap, we also investigated pleiotropy between BD (n=16,731) and MS. We found significant genetic overlap between SCZ and MS and identified 21 independent loci associated with SCZ, conditioned on association with MS. This enrichment was driven by the major histocompatibility complex (MHC). Importantly, we detected the involvement of the same human leukocyte antigen (HLA) alleles in both SCZ and MS, but with an opposite directionality of effect of associated HLA alleles (that is, MS risk alleles were associated with decreased SCZ risk). In contrast, we found no genetic overlap between BD and MS. Considered together, our findings demonstrate genetic pleiotropy between SCZ and MS and suggest that the MHC signals may differentiate SCZ from BD susceptibility.
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- 2015
18. Genetic sharing with cardiovascular disease risk factors and diabetes reveals novel bone mineral density loci
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Reppe, S. Wang, Y. Thompson, W.K. McEvoy, L.K. Schork, A.J. Zuber, V. LeBlanc, M. Bettella, F. Mills, I.G. Desikan, R.S. Djurovic, S. Gautvik, K.M. Dale, A.M. Andreassen, O.A. Estrada, K. Styrkarsdottir, U. Evangelou, E. Hsu, Y.-H. Duncan, E.L. Ntzani, E.E. Oei, L. Albagha, O.M.E. Amin, N. Kemp, J.P. Koller, D.L. Li, G. Liu, C.-T. Minster, R.L. Moayyeri, A. Vandenput, L. Willner, D. Xiao, S.-M. Yerges-Armstrong, L.M. Zheng, H.-F. Alonso, N. Eriksson, J. Kammerer, C.M. Kaptoge, S.K. Leo, P.J. Thorleifsson, G. Wilson, S.G. Wilson, J.F. Aalto, V. Alen, M. Aragaki, A.K. Aspelund, T. Center, J.R. Dailiana, Z. Duggan, D.J. Garcia, M. Garcia-Giralt, N. Giroux, S. Hallmans, G. Hocking, L.J. Husted, L.B. Jameson, K.A. Khusainova, R. Kim, G.S. Kooperberg, C. Koromila, T. Kruk, M. Laaksonen, M. Lacroix, A.Z. Lee, S.H. Leung, P.C. Lewis, J.R. Masi, L. Mencej-Bedrac, S. Nguyen, T.V. Nogues, X. Patel, M.S. Prezelj, J. Rose, L.M. Scollen, S. Siggeirsdottir, K. Smith, A.V. Svensson, O. Trompet, S. Trummer, O. Van Schoor, N.M. Woo, J. Zhu, K. Balcells, S. Brandi, M.L. Buckley, B.M. Cheng, S. Christiansen, C. Cooper, C. Dedoussis, G. Ford, I. Frost, M. Goltzman, D. González-Macías, J. Kähönen, M. Karlsson, M. Khusnutdinova, E. Koh, J.-M. Kollia, P. Langdahl, B.L. Leslie, W.D. Lips, P. Ljunggren, Ö. Lorenc, R.S. Marc, J. Mellström, D. Obermayer-Pietsch, B. Olmos, J.M. Pettersson-Kymmer, U. Reid, D.M. Riancho, J.A. Ridker, P.M. Rousseau, F. Slagboom, P.E. Tang, N.L.S. Urreizti, R. Van Hul, W. Viikari, J. Zarrabeitia, M.T. Aulchenko, Y.S. Castano-Betancourt, M. Grundberg, E. Herrera, L. Ingvarsson, T. Johannsdottir, H. Kwan, T. Li, R. Luben, R. Medina-Gómez, C. Palsson, S.Th. Rotter, J.I. Sigurdsson, G. Van Meurs, J.B.J. Verlaan, D. Williams, F.M.K. Wood, A.R. Zhou, Y. Pastinen, T. Raychaudhuri, S. Cauley, J.A. Chasman, D.I. Clark, G.R. Cummings, S.R. Danoy, P. Dennison, E.M. Eastell, R. Eisman, J.A. Gudnason, V. Hofman, A. Jackson, R.D. Jones, G. Jukema, J.W. Khaw, K.-T. Lehtimäki, T. Liu, Y. Lorentzon, M. McCloskey, E. Mitchell, B.D. Nandakumar, K. Nicholson, G.C. Oostra, B.A. Peacock, M. Pols, H.A.P. Prince, R.L. Raitakari, O. Reid, I.R. Robbins, J. Sambrook, P.N. Sham, P.C. Shuldiner, A.R. Tylavsky, F.A. Van Duijn, C.M. Wareham, N.J. Cupples, L.A. Econs, M.J. Evans, D.M. Harris, T.B. Kung, A.W.C. Psaty, B.M. Reeve, J. Spector, T.D. Streeten, E.A. Zillikens, M.C. Thorsteinsdottir, U. Ohlsson, C. Karasik, D. Richards, J.B. Brown, M.A. Stefansson, K. Uitterlinden, A.G. Ralston, S.H. Ioannidis, J.P.A. Kiel, D.P. Rivadeneira, F. GEFOS Consortium
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musculoskeletal diseases - Abstract
Bone Mineral Density (BMD) is a highly heritable trait, but genome-wide association studies have identified few genetic risk factors. Epidemiological studies suggest associations between BMD and several traits and diseases, but the nature of the suggestive comorbidity is still unknown. We used a novel genetic pleiotropy-informed conditional False Discovery Rate (FDR) method to identify single nucleotide polymorphisms (SNPs) associated with BMD by leveraging cardiovascular disease (CVD) associated disorders and metabolic traits. By conditioning on SNPs associated with the CVD-related phenotypes, type 1 diabetes, type 2 diabetes, systolic blood pressure, diastolic blood pressure, high density lipoprotein, low density lipoprotein, triglycerides and waist hip ratio, we identified 65 novel independent BMD loci (26 with femoral neck BMD and 47 with lumbar spine BMD) at conditional FDR < 0.01. Many of the loci were confirmed in genetic expression studies. Genes validated at the mRNA levels were characteristic for the osteoblast/osteocyte lineage, Wnt signaling pathway and bone metabolism. The results provide new insight into genetic mechanisms of variability in BMD, and a better understanding of the genetic underpinnings of clinical comorbidity. © 2015 Reppe et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
- Published
- 2015
19. Genome-wide Pleiotropy Between Parkinson Disease and Autoimmune Diseases
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Witoelar, A.W., Jansen, I.E., Wang, Y., Desikan, R.S., Gibbs, J.R., Blauwendraat, C., Thompson, W.K., Hernandez, D.G., Djurovic, S., Schork, A.J., Bettella, F., Ellinghaus, D., Franke, A., Lie, B.A., McEvoy, L.K., Karlsen, T.H., Lesage, S., Morris, H.R., Brice, A., Wood, N.W., Heutink, P., Hardy, J., Singleton, A.B., Dale, A.M., Gasser, T., Andreassen, O.A., Sharma, M., Nalls, M.A., Plagnol, V., Sheerin, U.M., Saad, M., Simon-Sanchez, J., Schulte, C., Sveinbjörnsdóttir, S., Arepalli, S., Barker, R.A., Ben-Shlomo, Y., Berendse, H.W., Berg, D., Bhatia, K.P., de Bie, R.M.A., Biffi, A., Bloem, B., Bochdanovits, Z., Bonin, M., Bras, J.M., Brockmann, K., Brooks, J.M., Burn, D.J., Majounie, E., Illig, T., Lichtner, P., Weale, M.E., Neurology, Amsterdam Neuroscience - Neurodegeneration, Human genetics, Hu, M, ANS - Neurodegeneration, ANS - Amsterdam Neuroscience, Intensive Care Medicine, AII - Inflammatory diseases, ANS - Neuroinfection & -inflammation, Graduate School, ACS - Amsterdam Cardiovascular Sciences, and APH - Aging & Later Life
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0301 basic medicine ,Aging ,genetics [Autoimmune Diseases] ,genetics [Colitis, Ulcerative] ,Ulcerative ,Genome-wide association study ,Disease ,Neurodegenerative ,North American Brain Expression Consortium ,Bioinformatics ,Arthritis, Rheumatoid ,International Parkinson’s Disease Genomics Consortium (IPDGC) ,0302 clinical medicine ,Crohn Disease ,genetics [Parkinson Disease] ,Risk Factors ,Pleiotropy ,Rheumatoid ,Pleiotropism ,2.1 Biological and endogenous factors ,Medicine ,genetics [Celiac Disease] ,Aetiology ,Original Investigation ,Parkinson's Disease ,Genetic Pleiotropy ,Parkinson Disease ,Colitis ,LRRK2 ,International Parkinson’s Disease Genomics Consortium ,Neurological ,Cognitive Sciences ,Type 1 ,Biotechnology ,genetics [Crohn Disease] ,Multiple Sclerosis ,genetics [Arthritis, Rheumatoid] ,Clinical Sciences ,Human leukocyte antigen ,genetics [Psoriasis] ,Autoimmune Disease ,Autoimmune Diseases ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,Diabetes Mellitus ,Genetics ,Humans ,Psoriasis ,Genetic Predisposition to Disease ,ddc:610 ,Genetic association ,Neurology & Neurosurgery ,North American Brain Expression Consortium (NABEC) ,business.industry ,Arthritis ,Prevention ,Inflammatory and immune system ,Human Genome ,Inflammatory Bowel Disease ,genetics [Multiple Sclerosis] ,Neurosciences ,genetics [Diabetes Mellitus, Type 1] ,Brain Disorders ,Celiac Disease ,Diabetes Mellitus, Type 1 ,030104 developmental biology ,Genetic Loci ,and United Kingdom Brain Expression Consortium (UKBEC) Investigators ,Colitis, Ulcerative ,Neurology (clinical) ,Digestive Diseases ,business ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Importance Recent genome-wide association studies (GWAS) and pathway analyses supported long-standing observations of an association between immune-mediated diseases and Parkinson disease (PD). The post-GWAS era provides an opportunity for cross-phenotype analyses between different complex phenotypes. Objectives To test the hypothesis that there are common genetic risk variants conveying risk of both PD and autoimmune diseases (ie, pleiotropy) and to identify new shared genetic variants and their pathways by applying a novel statistical framework in a genome-wide approach. Design, Setting, and Participants Using the conjunction false discovery rate method, this study analyzed GWAS data from a selection of archetypal autoimmune diseases among 138 511 individuals of European ancestry and systemically investigated pleiotropy between PD and type 1 diabetes, Crohn disease, ulcerative colitis, rheumatoid arthritis, celiac disease, psoriasis, and multiple sclerosis. NeuroX data (6927 PD cases and 6108 controls) were used for replication. The study investigated the biological correlation between the top loci through protein-protein interaction and changes in the gene expression and methylation levels. The dates of the analysis were June 10, 2015, to March 4, 2017. Main Outcomes and Measures The primary outcome was a list of novel loci and their pathways involved in PD and autoimmune diseases. Results Genome-wide conjunctional analysis identified 17 novel loci at false discovery rate less than 0.05 with overlap between PD and autoimmune diseases, including known PD loci adjacent to GAK , HLA-DRB5 , LRRK2 , and MAPT for rheumatoid arthritis, ulcerative colitis and Crohn disease. Replication confirmed the involvement of HLA , LRRK2 , MAPT , TRIM10 , and SE TD1A in PD. Among the novel genes discovered, WNT3 , KANSL1 , CRHR1 , BOLA2 , and GUCY1A3 are within a protein-protein interaction network with known PD genes. A subset of novel loci was significantly associated with changes in methylation or expression levels of adjacent genes. Conclusions and Relevance The study findings provide novel mechanistic insights into PD and autoimmune diseases and identify a common genetic pathway between these phenotypes. The results may have implications for future therapeutic trials involving anti-inflammatory agents.
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- 2017
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20. Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson's disease
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Nalls, M.A. Pankratz, N. Lill, C.M. Do, C.B. Hernandez, D.G. Saad, M. Destefano, A.L. Kara, E. Bras, J. Sharma, M. Schulte, C. Keller, M.F. Arepalli, S. Letson, C. Edsall, C. Stefansson, H. Liu, X. Pliner, H. Lee, J.H. Cheng, R. Ikram, M.A. Ioannidis, J.P.A. Hadjigeorgiou, G.M. Bis, J.C. Martinez, M. Perlmutter, J.S. Goate, A. Marder, K. Fiske, B. Sutherland, M. Xiromerisiou, G. Myers, R.H. Clark, L.N. Stefansson, K. Hardy, J.A. Heutink, P. Chen, H. Wood, N.W. Houlden, H. Payami, H. Brice, A. Scott, W.K. Gasser, T. Bertram, L. Eriksson, N. Foroud, T. Singleton, A.B. Plagnol, V. Sheerin, U.-M. Simón-Sánchez, J. Lesage, S. Sveinbjörnsdóttir, S. Barker, R. Ben-Shlomo, Y. Berendse, H.W. Berg, D. Bhatia, K. de Bie, R.M.A. Biffi, A. Bloem, B. Bochdanovits, Z. Bonin, M. Bras, J.M. Brockmann, K. Brooks, J. Burn, D.J. Charlesworth, G. Chinnery, P.F. Chong, S. Clarke, C.E. Cookson, M.R. Cooper, J.M. Corvol, J.C. Counsell, C. Damier, P. Dartigues, J.-F. Deloukas, P. Deuschl, G. Dexter, D.T. van Dijk, K.D. Dillman, A. Durif, F. Dürr, A. Edkins, S. Evans, J.R. Foltynie, T. Dong, J. Gardner, M. Gibbs, J.R. Gray, E. Guerreiro, R. Harris, C. van Hilten, J.J. Hofman, A. Hollenbeck, A. Holton, J. Hu, M. Huang, X. Wurster, I. Mätzler, W. Hudson, G. Hunt, S.E. Huttenlocher, J. Illig, T. Jónsson, P.V. Lambert, J.-C. Langford, C. Lees, A. Lichtner, P. Limousin, P. Lopez, G. Lorenz, D. McNeill, A. Moorby, C. Moore, M. Morris, H.R. Morrison, K.E. Mudanohwo, E. O’sullivan, S.S. Pearson, J. Pétursson, H. Pollak, P. Post, B. Potter, S. Ravina, B. Revesz, T. Riess, O. Rivadeneira, F. Rizzu, P. Ryten, M. Sawcer, S. Schapira, A. Scheffer, H. Shaw, K. Shoulson, I. Sidransky, E. Smith, C. Spencer, C.C.A. Stefánsson, H. Bettella, F. Stockton, J.D. Strange, A. Talbot, K. Tanner, C.M. Tashakkori-Ghanbaria, A. Tison, F. Trabzuni, D. Traynor, B.J. Uitterlinden, A.G. Velseboer, D. Vidailhet, M. Walker, R. van de Warrenburg, B. Wickremaratchi, M. Williams, N. Williams-Gray, C.H. Winder-Rhodes, S. Stefánsson, K. Hardy, J. Factor, S. Higgins, D. Evans, S. Shill, H. Stacy, M. Danielson, J. Marlor, L. Williamson, K. Jankovic, J. Hunter, C. Simon, D. Ryan, P. Scollins, L. Saunders-Pullman, R. Boyar, K. Costan-Toth, C. Ohmann, E. Sudarsky, L. Joubert, C. Friedman, J. Chou, K. Fernandez, H. Lannon, M. Galvez-Jimenez, N. Podichetty, A. Thompson, K. Lewitt, P. Deangelis, M. O'brien, C. Seeberger, L. Dingmann, C. Judd, D. Marder, K. Fraser, J. Harris, J. Bertoni, J. Peterson, C. Rezak, M. Medalle, G. Chouinard, S. Panisset, M. Hall, J. Poiffaut, H. Calabrese, V. Roberge, P. Wojcieszek, J. Belden, J. Jennings, D. Marek, K. Mendick, S. Reich, S. Dunlop, B. Jog, M. Horn, C. Uitti, R. Turk, M. Ajax, T. Mannetter, J. Sethi, K. Carpenter, J. Dill, B. Hatch, L. Ligon, K. Narayan, S. Blindauer, K. Abou-Samra, K. Petit, J. Elmer, L. Aiken, E. Davis, K. Schell, C. Wilson, S. Velickovic, M. Koller, W. Phipps, S. Feigin, A. Gordon, M. Hamann, J. Licari, E. Marotta-Kollarus, M. Shannon, B. Winnick, R. Simuni, T. Videnovic, A. Kaczmarek, A. Williams, K. Wolff, M. Rao, J. Cook, M. Fernandez, M. Kostyk, S. Hubble, J. Campbell, A. Reider, C. Seward, A. Camicioli, R. Carter, J. Nutt, J. Andrews, P. Morehouse, S. Stone, C. Mendis, T. Grimes, D. Alcorn-Costa, C. Gray, P. Haas, K. Vendette, J. Sutton, J. Hutchinson, B. Young, J. Rajput, A. Klassen, L. Shirley, T. Manyam, B. Simpson, P. Whetteckey, J. Wulbrecht, B. Truong, D. Pathak, M. Frei, K. Luong, N. Tra, T. Tran, A. Vo, J. Lang, A. Kleiner-Fisman, G. Nieves, A. Johnston, L. So, J. Podskalny, G. Giffin, L. Atchison, P. Allen, C. Martin, W. Wieler, M. Suchowersky, O. Furtado, S. Klimek, M. Hermanowicz, N. Niswonger, S. Shults, C. Fontaine, D. Aminoff, M. Christine, C. Diminno, M. Hevezi, J. Dalvi, A. Kang, U. Richman, J. Uy, S. Sahay, A. Gartner, M. Schwieterman, D. Hall, D. Leehey, M. Culver, S. Derian, T. Demarcaida, T. Thurlow, S. Rodnitzky, R. Dobson, J. Lyons, K. Pahwa, R. Gales, T. Thomas, S. Shulman, L. Weiner, W. Dustin, K. Singer, C. Zelaya, L. Tuite, P. Hagen, V. Rolandelli, S. Schacherer, R. Kosowicz, J. Gordon, P. Werner, J. Serrano, C. Roque, S. Kurlan, R. Berry, D. Gardiner, I. Hauser, R. Sanchez-Ramos, J. Zesiewicz, T. Delgado, H. Price, K. Rodriguez, P. Wolfrath, S. Pfeiffer, R. Davis, L. Pfeiffer, B. Dewey, R. Hayward, B. Johnson, A. Meacham, M. Estes, B. Walker, F. Hunt, V. O'neill, C. Racette, B. Swisher, L. Dijamco, C. Conley, E.D. Dorfman, E. Tung, J.Y. Hinds, D.A. Mountain, J.L. Wojcicki, A. Lew, M. Klein, C. Golbe, L. Growdon, J. Wooten, G.F. Watts, R. Guttman, M. Goldwurm, S. Saint-Hilaire, M.H. Baker, K. Litvan, I. Nicholson, G. Nance, M. Drasby, E. Isaacson, S. Burn, D. Pramstaller, P. Al-Hinti, J. Moller, A. Sherman, S. Roxburgh, R. Slevin, J. Perlmutter, J. Mark, M.H. Huggins, N. Pezzoli, G. Massood, T. Itin, I. Corbett, A. Chinnery, P. Ostergaard, K. Snow, B. Cambi, F. Kay, D. Samii, A. Agarwal, P. Roberts, J.W. Higgins, D.S. Molho, E. Rosen, A. Montimurro, J. Martinez, E. Griffith, A. Kusel, V. Yearout, D. Factor, S. Zabetian, C. Clark, L.N. Liu, X. Lee, J.H. Cheng Taub, R. Louis, E.D. Cote, L.J. Waters, C. Ford, B. Fahn, S. Vance, J.M. Beecham, G.W. Martin, E.R. Nuytemans, K. Pericak-Vance, M.A. Haines, J.L. Destefano, A. Seshadri, S. Choi, S.H. Frank, S. Bis, J.C. Psaty, B.M. Rice, K. Longstreth, W.T., Jr. Ton, T.G.N. Jain, S. van Duijn, C.M. Uitterlinden, A.G. Verlinden, V.J. Koudstaal, P.J. Singleton, A. Cookson, M. Gibbs, J.R. Hernandez, D. Nalls, M. Zonderman, A. Ferrucci, L. Johnson, R. Longo, D. O'brien, R. Traynor, B. Troncoso, J. van der Brug, M. Zielke, R. Weale, M. Ramasamy, A. Dardiotis, E. Tsimourtou, V. Spanaki, C. Plaitakis, A. Bozi, M. Stefanis, L. Vassilatis, D. Koutsis, G. Panas, M. Hadjigeorgiou, G.M. Lunnon, K. Lupton, M. Powell, J. Parkkinen, L. Ansorge, O. International Parkinson's Disease Genomics Consortium (IPDGC) Parkinson's Study Group (PSG) Parkinson's Research: The Organized GENetics Initiative (PROGENI) 23andMe GenePD NeuroGenetics Research Consortium (NGRC) Hussman Institute of Human Genomics (HIHG) The Ashkenazi Jewish Dataset Investigator Cohorts for Health Aging Research in Genetic Epidemiology (CHARGE) North American Brain Expression Consortium (NABEC) United Kingdom Brain Expression Consortium (UKBEC) Greek Parkinson's Disease Consortium Alzheimer Genetic Analysis Group
- Abstract
We conducted a meta-analysis of Parkinson's disease genome-wide association studies using a common set of 7,893,274 variants across 13,708 cases and 95,282 controls. Twenty-six loci were identified as having genome-wide significant association; these and 6 additional previously reported loci were then tested in an independent set of 5,353 cases and 5,551 controls. Of the 32 tested SNPs, 24 replicated, including 6 newly identified loci. Conditional analyses within loci showed that four loci, including GBA, GAK-DGKQ, SNCA and the HLA region, contain a secondary independent risk variant. In total, we identified and replicated 28 independent risk variants for Parkinson's disease across 24 loci. Although the effect of each individual locus was small, risk profile analysis showed substantial cumulative risk in a comparison of the highest and lowest quintiles of genetic risk (odds ratio (OR) = 3.31, 95% confidence interval (CI) = 2.55-4.30; P = 2 × 10-16). We also show six risk loci associated with proximal gene expression or DNA methylation. © 2014 Nature America, Inc. All rights reserved.
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- 2014
21. Genome-wide association analysis identifies 13 new risk loci for schizophrenia
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Ripke, S, O'Dushlaine, C, Chambert, K, Moran, Jl, Kähler, Ak, Akterin, S, Bergen, Se, Collins, Al, Crowley, Jj, Fromer, M, Kim, Y, Lee, Sh, Magnusson, Pk, Sanchez, N, Stahl, Ea, Williams, S, Wray, Nr, Xia, K, Bettella, F, Borglum, Ad, Bulik Sullivan, Bk, Cormican, P, Craddock, N, Leeuw, De, C, Durmishi, N, Gill, M, Golimbet, V, Hamshere, Ml, Holmans, P, Hougaard, Dm, Kendler, Ks, Lin, K, Morris, Dw, Mors, O, Mortensen, Pb, Neale, Bm, O'Neill, Fa, Owen, Mj, Milovancevic, Mp, Posthuma, D, Powell, J, Richards, Al, Riley, Bp, Ruderfer, D, Rujescu, D, Sigurdsson, E, Silagadze, T, Smit, Ab, Stefansson, H, Steinberg, S, Suvisaari, J, Tosato, Sarah, Verhage, M, Walters, Jt, Multicenter Genetic Studies of Schizophrenia Consortium, Levinson, Df, Gejman, Pv, Laurent, C, Mowry, Bj, O'Donovan, Mc, Pulver, Ae, Schwab, Sg, Wildenauer, Db, Dudbridge, F, Shi, J, Albus, M, Alexander, M, Campion, D, Cohen, D, Dikeos, D, Duan, J, Eichhammer, P, Godard, S, Hansen, M, Lerer, Fb, Liang, Ky, Maier, W, Mallet, J, Nertney, Da, Nestadt, G, Norton, N, Papadimitriou, Gn, Ribble, R, Sanders, Ar, Silverman, Jm, Walsh, D, Williams, Nm, Wormley, B, Psychosis Endophenotypes International Consortium, Arranz, Mj, Bakker, S, Bender, S, Bramon, E, Collier, D, Crespo Facorro, B, Hall, J, Iyegbe, C, Jablensky, A, Kahn, Rs, Kalaydjieva, L, Lawrie, S, Lewis, Cm, Linszen, Dh, Mata, I, Mcintosh, A, Murray, Rm, Ophoff, Ra, Van, Os, J, Walshe, M, Weisbrod, M, Wiersma, D, Wellcome Trust Case Control Consortium 2, Donnelly, P, Barroso, I, Blackwell, Jm, Brown, Ma, Casas, Jp, Corvin, Ap, Deloukas, P, Duncanson, A, Jankowski, J, Markus, Hs, Mathew, Cg, Palmer, Cn, Plomin, R, Rautanen, A, Sawcer, Sj, Trembath, Rc, Viswanathan, Ac, Wood, Nw, Spencer, Cc, Band, G, Bellenguez, C, Freeman, C, Hellenthal, G, Giannoulatou, E, Pirinen, M, Pearson, Rd, Strange, A, Su, Z, Vukcevic, D, Langford, C, Hunt, Se, Edkins, S, Gwilliam, R, Blackburn, H, Bumpstead, Sj, Dronov, S, Gillman, M, Gray, E, Hammond, N, Jayakumar, A, Mccann, Ot, Liddle, J, Potter, Sc, Ravindrarajah, R, Ricketts, M, Tashakkori Ghanbaria, A, Waller, Mj, Weston, P, Widaa, S, Whittaker, P, Mccarthy, Mi, Stefansson, K, Scolnick, E, Purcell, S, Mccarroll, Sa, Sklar, P, Hultman, Cm, Sullivan, P. F., Functional Genomics, Molecular and Cellular Neurobiology, AIMMS, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, Neuroscience Campus Amsterdam - Brain Mechanisms in Health & Disease, Adult Psychiatry, Ripke, Stephan, O'Dushlaine, Colm, Chambert, Kimberly, Moran, Jennifer L, Lee, Sang Hong, Sullivan, Patrick F, Multicenter Genetic Studies of Schizophrenia Consortium, Psychosis Endophenotypes International Consortium, Wellcome Trust Case Control Consortium 2, Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA USA Univ N Carolina, Dept Genet, Chapel Hill, NC 27515 USA Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden Oslo Univ Hosp, Div Mental Hlth & Addict, Oslo, Norway Icahn Sch Med Mt Sinai, Dept Psychiat, Div Psychiat Genom, New York, NY USA Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia Univ N Carolina, Dept Psychiat, Chapel Hill, NC USA deCODE Genet, Reykjavik, Iceland Aarhus Univ Hosp, Risskov, Denmark Aarhus Univ, Ctr Integrat Sequencing iSEQ, Aarhus, Denmark Lundbeck Fdn Initiat Integrat Psychiat Res iPSYCH, Aarhus, Denmark Lundbeck Fdn Initiat Integrat Psychiat Res iPSYCH, Copenhagen, Denmark Univ Dublin Trinity Coll, Dept Psychiat, Dublin 2, Ireland Cardiff Univ, Sch Med, Ctr Psychiat Genet & Genom, MRC, Cardiff CF10 3AX, S Glam, Wales Vrije Univ Amsterdam, Ctr Neurogen & Cognit Res, Dept Funct Genom, Amsterdam, Netherlands Vrije Univ Amsterdam Med Ctr, Amsterdam, Netherlands Radboud Univ Nijmegen, Inst Comp & Informat Sci, NL-6525 ED Nijmegen, Netherlands Univ Clin Psychiat, Dept Child & Adolescent Psychiat, Skopje, Macedonia Univ Dublin Trinity Coll, Neuropsychiat Genet Res Grp, Dublin 2, Ireland Russian Acad Med Sci, Mental Hlth Res Ctr, Moscow 109801, Russia Statens Serum Inst, DK-2300 Copenhagen, Denmark Virginia Commonwealth Univ, Dept Psychiat, Richmond, VA USA Virginia Commonwealth Univ, Virginia Inst Psychiat & Behav Genet, Richmond, VA USA Kings Coll London, Inst Psychiat, London, England Aarhus Univ Hosp, Ctr Psychiat Res, Risskov, Denmark Aarhus Univ, Natl Ctr Register Based Res, Aarhus, DenmarkQueens Univ Belfast, Ctr Publ Hlth, Belfast, Antrim, North Ireland Univ Belgrade, Fac Med, Belgrade, Serbia Erasmus Univ, Med Ctr, Dept Child & Adolescent Psychiat, Rotterdam, Netherlands Kings Coll London, Dept Neurosci, London, England Virginia Commonwealth Univ, Dept Human & Mol Genet, Richmond, VA USA Univ Halle, Dept Psychiat, Halle, Germany Univ Munich, Dept Psychiat, D-80539 Munich, Germany Univ Iceland, Dept Psychiat, Reykjavik, Iceland Landspitali University Hospital Reykjavik, Iceland Tbilisi State Univ, Dept Psychiat, GE-380086 Tbilisi, Rep of Georgia Vrije Univ Amsterdam, Ctr Neurogen & Cognit Res, Amsterdam, Netherlands Vrije Univ Amsterdam, Dept Mol & Cellular Neurosci, Amsterdam, Netherlands Natl Inst Hlth & Welf, Mental Hlth & Subst Abuse Serv, Helsinki, Finland Univ Verona, Sect Psychiat, I-37100 Verona, Italy UCL, Inst Cognit Neurosci, London, England UCL, Mental Hlth Sci Unit, London, England Massachusetts Gen Hosp, Psychiat & Neurodev Genet Unit, Boston, MA 02114 USA Harvard Univ, Sch Med, Dept Genet, Boston, MA USA, Child and Adolescent Psychiatry / Psychology, Psychiatrie & Neuropsychologie, RS: MHeNs School for Mental Health and Neuroscience, Human genetics, NCA - Brain mechanisms in health and disease, and NCA - Neurobiology of mental health
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Male ,Candidate gene ,SNP ,Single-nucleotide polymorphism ,Genome-wide association study ,Disease ,Biology ,heritability ,neuronal calcium signaling ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,0302 clinical medicine ,SDG 3 - Good Health and Well-being ,Genetics ,medicine ,Humans ,GWAS ,Genetic Predisposition to Disease ,Bipolar disorder ,030304 developmental biology ,Genetic association ,Sweden ,Genetics & Heredity ,0303 health sciences ,medicine.disease ,3. Good health ,genome sequencing ,schizophrenia ,Schizophrenia ,Meta-analysis ,Case-Control Studies ,genetic variation ,Female ,genome-wide scan ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
To access publisher's full text version of this article. Please click on the hyperlink in Additional Links field. Schizophrenia is an idiopathic mental disorder with a heritable component and a substantial public health impact. We conducted a multi-stage genome-wide association study (GWAS) for schizophrenia beginning with a Swedish national sample (5,001 cases and 6,243 controls) followed by meta-analysis with previous schizophrenia GWAS (8,832 cases and 12,067 controls) and finally by replication of SNPs in 168 genomic regions in independent samples (7,413 cases, 19,762 controls and 581 parent-offspring trios). We identified 22 loci associated at genome-wide significance; 13 of these are new, and 1 was previously implicated in bipolar disorder. Examination of candidate genes at these loci suggests the involvement of neuronal calcium signaling. We estimate that 8,300 independent, mostly common SNPs (95% credible interval of 6,300-10,200 SNPs) contribute to risk for schizophrenia and that these collectively account for at least 32% of the variance in liability. Common genetic variation has an important role in the etiology of schizophrenia, and larger studies will allow more detailed understanding of this disorder. NIMH R01 MH077139 R01 MH095034 Stanley Center for Psychiatric Research Sylvan Herman Foundation Friedman Brain Institute at the Mount Sinai School of Medicine Karolinska Institutet, Karolinska University Hospital Swedish Research Council Swedish County Council Soderstrom Konigska Foundation Netherlands Scientific Organization NWO 645-000-003 info:eu-repo/grantAgreement/EC/FP7/223423 Danish Strategic Research Council H. Lundbeck A/S Faculty of Health Sciences at Aarhus University Lundbeck Foundation Stanley Research Foundation Wellcome Trust 085475/B/08/Z 085475/Z/08/Z
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- 2013
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22. Valutazione delle prestazioni annuali del sistema di climatizzazione ECOFLAIR impiegato in un edificio direzionale
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Belluco, V., Bettella, F., Brunello, P., Cappelletti, Francesca, Cecchinato, L., Chiarello, R., Fornasieri, E., and Porciani, L.
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- 2004
23. Thermodynamic properties of actinide complexes. Part V: Uranyl(IV)-thioglycolate system, thorium(IV)-glicolate and thioglicolate systems
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DI BERNARDO, Plinio, Roncari, E., Mazzi, Ulderico, Bettella, F., and Magon, L.
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thermodynamics ,THORIUM(IV) COMPLEXES ,URANYL COMPLEXES ,Carboxylate ligands - Published
- 1978
24. MicroRNAs enrichment in GWAS of complex human phenotypes
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Goulart, LF, Bettella, F, Sønderby, IE, Schork, AJ, Thompson, WK, Mattingsdal, M, Steen, VM, Zuber, V, Wang, Y, Dale, AM, Andreassen, OA, and Djurovic, S
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Genome-wide association study ,Binding Sites ,Genotype ,Genome, Human ,Genomic enrichment ,Polymorphism, Single Nucleotide ,Linkage Disequilibrium ,Lipoproteins, LDL ,MicroRNAs ,Phenotype ,Crohn Disease ,Databases, Genetic ,Schizophrenia ,Genetics ,Humans ,Polygenic ,Conditional false discovery rate ,Research Article ,miRNA ,Biotechnology - Abstract
Background The genotype information carried by Genome-wide association studies (GWAS) seems to have the potential to explain more of the ‘missing heritability’ of complex human phenotypes, given improved statistical approaches. Several lines of evidence support the involvement of microRNA (miRNA) and other non-coding RNA in complex human traits and diseases. We employed a novel, genetic annotation-informed enrichment method for GWAS that captures more polygenic effects than standard GWAS analysis, to investigate if miRNA-tagging Single Nucleotide Polymorphisms (SNPs) are enriched of associations with 15 complex human phenotypes. We then leveraged the enrichment using a conditional False Discovery Rate (condFDR) approach to assess any improvement in the detection of individual miRNA SNPs associated with the disorders. Results We found SNPs tagging miRNA transcription regions to be significantly enriched of associations with 10 of 15 phenotypes. The enrichment remained significant after controlling for affiliation to other genomic categories, and was confirmed by replication. Albeit only nominally significant, enrichment was found also in miRNA binding sites for 10 phenotypes out of 15. Leveraging the enrichment in the condFDR framework, we observed a 2-4-fold increase in discovery of SNPs tagging miRNA regions. Conclusions Our results suggest that miRNAs play an important role in the polygenic architecture of complex human disorders and traits, and therefore that miRNAs are a genomic category that can and should be used to improve gene discovery. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1513-5) contains supplementary material, which is available to authorized users.
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25. Identification of Gene Loci That Overlap Between Schizophrenia and Educational Attainment
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Le Hellard S, Wang Y, Witoelar A, Verena Zuber, Bettella F, Hugdahl K, Espeseth T, Vm, Steen, Melle I, Desikan R, Aj, Schork, Wk, Thompson, Am, Dale, Djurovic S, Oa, Andreassen, and Schizophrenia Working Group of the Psychiatric Genomics Consortium
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Adult ,Male ,Multifactorial Inheritance ,Aptitude ,Basic Behavioral and Social Science ,Medical and Health Sciences ,pleiotropy ,Behavioral and Social Science ,Genetics ,Humans ,GWAS ,2.1 Biological and endogenous factors ,Aetiology ,Polymorphism ,Psychiatry ,Schizophrenia Working Group of the Psychiatric Genomics Consortium ,Human Genome ,Psychology and Cognitive Sciences ,Single Nucleotide ,Serious Mental Illness ,Brain Disorders ,conditional FDR ,Mental Health ,Genetic Loci ,Schizophrenia ,Educational Status ,Female ,Genome-Wide Association Study ,Biotechnology - Abstract
There is evidence for genetic overlap between cognitive abilities and schizophrenia (SCZ), and genome-wide association studies (GWAS) demonstrate that both SCZ and general cognitive abilities have a strong polygenic component with many single-nucleotide polymorphisms (SNPs) each with a small effect. Here we investigated the shared genetic architecture between SCZ and educational attainment, which is regarded as a "proxy phenotype" for cognitive abilities, but may also reflect other traits. We applied a conditional false discovery rate (condFDR) method to GWAS of SCZ (n = 82 315), college completion ("College," n = 95 427), and years of education ("EduYears," n = 101 069). Variants associated with College or EduYears showed enrichment of association with SCZ, demonstrating polygenic overlap. This was confirmed by an increased replication rate in SCZ. By applying a condFDR threshold
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26. Using genome-wide complex trait analysis to quantify ‘missing heritability’ in Parkinson's disease
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Mf, Keller, Saad M, Bras J, Bettella F, Nicolaou N, Simón-Sánchez J, Mittag F, Büchel F, Sharma M, Jr, Gibbs, Schulte C, Moskvina V, Durr A, Peter Holmans, Ll, Kilarski, Guerreiro R, Dg, Hernandez, Brice A, Ylikotila P, and Stefánsson H
27. Genetic Markers of Human Evolution Are Enriched in Schizophrenia
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Srinivasan S, Bettella F, Mattingsdal M, Wang Y, Witoelar A, Aj, Schork, Wk, Thompson, Verena Zuber, Schizophrenia Working Group of the Psychiatric Genomics Consortium, The International Headache Genetics Consortium, Bs, Winsvold, Ja, Zwart, Da, Collier, Rs, Desikan, Melle I, Werge T, Am, Dale, Djurovic S, and Oa, Andreassen
28. A pathway-based analysis provides additional support for an immune-related genetic susceptibility to Parkinson's disease
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Holmans P, Moskvina V, Jones L, Sharma M, Vedernikov A, Buchel F, Saad M, Jose Bras, Bettella F, Nicolaou N, Simón-Sánchez J, Mittag F, Jr, Gibbs, Schulte C, Durr A, Guerreiro R, Hernandez D, Brice A, Stefánsson H, and Majamaa K
29. Genomic Relationships, Novel Loci, and Pleiotropic Mechanisms across Eight Psychiatric Disorders
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Laura M. Thornton, Paul Lichtenstein, Verneri Anttila, Diego Albani, Josep Antoni Ramos-Quiroga, Roger A.H. Adan, Monika Schlögelhofer, Stephen Sanders, Enrique Castelao, Klaus Berger, Nina Dalkner, Urs Heilbronner, Engilbert Sigurdsson, Pablo Mir, Fuquan Zhang, James T.R. Walters, Patrick F. Sullivan, Fragiskos Gonidakis, F. Kyle Satterstrom, Sara Marsal, Per Hoffmann, Amy Perry, Valentina Ciullo, Beate Herpertz-Dahlmann, Catharina Lavebratt, Kieran C. Murphy, Tammy Hedderly, Hyun Ju Hong, Evald Saemundsen, Sascha B. Fischer, Hailiang Huang, Andrew D. Grotzinger, Nienke Vulink, Murray B. Stein, Mark A. Frye, Laura J. Scott, David Curtis, Todd Lencz, Janiece E. DeSocio, Richard A. Belliveau, Eduard Vieta, Andrea Dietrich, Wade H. Berrettini, Kenneth S. Kendler, Marquis P. Vawter, Paul S. Nestadt, Michael E. Talkowski, Manuel Mattheisen, Ingrid Agartz, Elisa Docampo, Bernhard T. Baune, Stefan Ehrlich, Jolanta Lissowska, Felecia Cerrato, Terje Nærland, Robin M. Murray, Jennifer Reichert, Annette M. Hartmann, Hannelore Ehrenreich, Howard J. Edenberg, Katherine A. Halmi, Qingqin S. Li, Peristera Paschou, Marie Bækvad-Hansen, Esther Walton, Alessio Maria Monteleone, Ted Reichborn-Kjennerud, Frank Bellivier, Jungeun Song, D. Blake Woodside, Young Shin Kim, Jochen Seitz, Jacques Pantel, Palmiero Monteleone, Erika L. Nurmi, Rodney J. Scott, Kang Sim, Ekaterina A. Khramtsova, Udo Dannlowski, Rolf Adolfsson, Danielle Posthuma, Melissa J. Green, Laura Ibanez-Gomez, Jakob Grove, Elvira Bramon, Gregory L. Hanna, Cynthia M. Bulik, Yiran Guo, Stephan Ripke, Mary M. Robertson, Harald N. Aschauer, Adebayo Anjorin, Joanna Martin, Bertram Müller-Myhsok, Deborah Kaminská, Jose Guzman-Parra, Benedetta Nacmias, Erik G. Jönsson, Jonathan R. I. Coleman, Douglas F. Levinson, Hamdi Mbarek, Gun Peggy Knudsen, Karin Egberts, Mette Nyegaard, Patrik K. E. Magnusson, Mark Adams, Douglas Blackwood, Elisabeth B. Binder, Marcus Ising, Anna R. Docherty, Jim van Os, Nese Direk, Lina Martinsson, Maria Arranz, Christel M. Middeldorp, Stefan Kloiber, Sintia Iole Belangero, Eske M. Derks, Ingrid Melle, Erlend Bøen, Jan Haavik, Federica Piras, Unna N. Danner, Anil K. Malhotra, Gerome Breen, Stephen V. Faraone, Amanda B Zheutlin, Timothy Poterba, Stephan Ruhrmann, Inge Joa, Ulrik Fredrik Malt, Sarah E. Bergen, Federica Tozzi, Lauren A. Weiss, Hana Papezova, Dominic Holland, Elliot S. Gershon, Jaakko Kaprio, Merete Nordentoft, Scott D. Gordon, Christopher Pittenger, Keun-Ah Cheon, Jennifer Jordan, Philip Gorwood, Myrna M. Weissman, Preben Bo Mortensen, Melissa A. Munn-Chernoff, Isobel Heyman, Eun-Young Shin, Christie L. Burton, Katherine Gordon-Smith, Sietske G. Helder, Peter Nagy, Till F. M. Andlauer, Yunpeng Wang, Young Key Kim, Kate Langley, Søren Dalsgaard, Richard Delorme, Torbjørn Elvsåshagen, Bennett L. Leventhal, Giovanni Gambaro, Christos Androutsos, Jennifer Tübing, Marion Roberts, Annelie Nordin Adolfsson, Hakon Hakonarson, Dorothy E. Grice, Vaughan J. Carr, Konstantinos Tziouvas, Stephanie Zerwas, Cathy L. Barr, Michael Conlon O'Donovan, Per Qvist, Beate St Pourcain, Samuel Kuperman, Leila Karhunen, Jack Samuels, Markus M. Nöthen, Martien J H Kas, Alfonso Tortorella, Mikael Landén, Jennifer Crosbie, Marco A. Grados, Joanna M. Biernacka, Paul D. Arnold, Irene A. Malaty, Jurjen J. Luykx, Nicholas Bass, Naomi R. Wray, Catharina A. Hartman, Christina M. Hultman, Michael S. Okun, Brandon Wormley, Michael Bauer, Daniel J. Smith, Ian Jones, Kathryn Roeder, Brien P. Riley, Caroline M. Nievergelt, Katrin Gade, Sarah Kittel-Schneider, Roy H. Perlis, James R. Mitchell, Ziarih Hawi, James Lee, Liz Forty, William E. Bunney, Thomas Damm Als, Catherine Schaefer, Digby Quested, Matteo Cassina, Anna C. Koller, Patrick Turley, Agnes A. Steixner, Anu Raevuori, Assen Jablensky, Peter Holmans, Dong-Ho Song, S. Evelyn Stewart, Jan K. Buitelaar, Fernando S. Goes, Alexander Münchau, Ayman H. Fanous, Nicolas Ramoz, James B. Potash, Monica Gratacos Mayora, Tobias Banaschewski, Céline S. Reinbold, Renata Rizzo, Arianna Di Florio, Lenka Foretova, Gianfranco Spalletta, Aarno Palotie, Eleftheria Zeggini, Lawrence W. Brown, Julie K. O'Toole, Lynn E. DeLisi, Ulrich Schall, Mary Roberson, Barbara J. Coffey, Bryan J. Mowry, Murray J. Cairns, Dan J. Stein, Glyn Lewis, Marta Ribasés, C. Robert Cloninger, Bettina Konte, John B. Vincent, Duncan S. Palmer, Radhika Kandaswamy, Christine Ladd-Acosta, Lars Alfredsson, Frank Visscher, Ulrike Schmidt, Aiden Corvin, Susan L. Santangelo, Brenda W.J.H. Penninx, David J. Porteous, Tetsuya Ando, Arne E. Vaaler, Bru Cormand, Laura Carlberg, Claire Churchhouse, Manfred Stuhrmann, Niamh Mullins, Christine Søholm Hansen, Cathy L. Budman, Hartmut Imgart, Dan E. Arking, James J. McGough, Michael Gill, Christel Depienne, Roland Burghardt, Antonio Julià, Anders M. Dale, Sven Sandin, Katharina Domschke, Maria Grigoroiu-Serbanescu, Susana Jiménez-Murcia, Marianne Giørtz Pedersen, Zsanett Tarnok, Gisli Baldursson, Michele T. Pato, David M. Hougaard, Thorgeir E. Thorgeirsson, Katharina Bey, Kerstin J. Plessen, Margaret A. Richter, Ole A. Andreassen, Claudine Laurent-Levinson, Leonid Padyukov, Jacques Mallet, Daniela Degortes, John R. Kelsoe, Robert D. Levitan, Andreas Reif, Chaim Huyser, Derek W. Morris, Sina Wanderer, William Byerley, Edna Grünblatt, E.J.C. de Geus, Hyejung Won, Josephine Elia, Rudolf Uher, Jay A. Tischfield, Andreas Karwautz, Gustavo Turecki, Pieter J. Hoekstra, Dorret I. Boomsma, Jacob Rosenthal, Daniele Cusi, Michael C. Neale, Sara Mostafavi, Gwyneth Zai, F. Anthony O'Neill, Gary Donohoe, Karola Rehnström, Harry Brandt, Helena Gaspar, Francis J. McMahon, H-Erich Wichmann, Andrew W. Bergen, Giovanni Coppola, Lea K. Davis, Lenka Slachtova, Olav B. Smeland, Erin C. Dunn, Nicholas G. Martin, Allan L. Naarden, Jo Knight, Cristina Sánchez-Mora, Masashi Ikeda, Lorraine Southam, Sandro Sorbi, Barbara Franke, Martin Schalling, Russell Schachar, Yen-Chen Anne Feng, Kirsten R. Müller-Vahl, André Scherag, Zhaozhong Zhu, Eric A. Storch, Páll Magnússon, David Cohen, Olafur O Gudmundsson, Harvey S. Singer, Brian Kelly, Jonas Bybjerg-Grauholm, Blanca Garcia-Delgar, Thomas Hansen, Carmel M. Loughland, Christine Lochner, Stacy Steinberg, Martin Woods, Jorge A. Quiroz, Raquel Rabionet, Alden Y. Huang, Janice M. Fullerton, María Soler Artigas, Hans J. Grabe, Philip Asherson, Margit Burmeister, Alicia R. Martin, Martin A. Kennedy, Janet Treasure, Anders D. Børglum, Eva C. Schulte, Andreas Hartmann, Frans Henskens, Youl-Ri Kim, Jens Treutlein, Joanna Hauser, Manfred M. Fichter, Damiaan Denys, Ann E. Pulver, Kelly L. Klump, Paul Sandor, Michael Wagner, Philippe Courtet, Sandra Van der Auwera, Susanne Lucae, Eystein Stordal, Michel G. Nivard, Maurizio Clementi, Astrid Morer, Philip B. Mitchell, Huda Akil, Edwin H. Cook, Jennifer L. Moran, Donald W. Black, Jeremiah M. Scharf, Jana Strohmaier, Colm McDonald, Meg M.-J. Wang, Richard M. Myers, Stephanie Godard, Pablo V. Gejman, Athanasios Maras, Marcella Rietschel, Nancy G. Buccola, Konstantinos Hatzikotoulas, Dalila Pinto, Jouke-Jan Hottenga, Kari Stefansson, James S. Sutcliffe, Andres Metspalu, Amaia Hervás, Joel Gelernter, Wolfgang Herzog, Paula Rovira, Gunnar Morken, Tara Murphy, Mark Weiser, Vincent Millischer, Frank Dudbridge, Dan Rujescu, Vladimir Bencko, Valdo Ricca, Kimberly Chambert, Guy A. Rouleau, James J. Crowley, Thomas G. Schulze, Toni-Kim Clarke, Triinu Peters, Gudrun Wagner, Daniel A. Geller, Henry R. Kranzler, G. Bragi Walters, Vera Golimbet, Clement C. Zai, Nigel Williams, Andreas Birgegård, Joseph D. Buxbaum, Elliot M. Tucker-Drob, Jerome C. Foo, Tracey L. Petryshen, Daniel P. Howrigan, Hunna J. Watson, Franziska Degenhardt, Peter R. Schofield, Jesper Buchhave Poulsen, Stefan Herms, Johannes Hebebrand, Mario Maj, George Kirov, Fabrizio Piras, Sara McDevitt, James T. McCracken, Carol A. Mathews, Michael John Owen, Peter Falkai, Donald L. Gilbert, Enda M. Byrne, Fernando Fernández-Aranda, Csaba Barta, Stéphane Jamain, Jubao Duan, Dongmei Yu, Danielle C. Cath, Ole Mors, Sigrun Hope, Laramie E. Duncan, Alan R. Sanders, Sang-Yun Oh, Carsten Bøcker Pedersen, Henning Tiemeier, Roseann E. Peterson, Raymond K. Walters, Margarita C T Slof-Op 't Landt, Madeline Alexander, Stephanie Le Hellard, Ina Giegling, Annemarie A. van Elburg, Steven P. Hamilton, Vesna Boraska Perica, Thomas V. Fernandez, Danielle M. Dick, Francesco Bettella, Roel A. Ophoff, Grant W. Montgomery, Gerald Nestadt, Nakao Iwata, Jessica H. Baker, Walter H. Kaye, Jeremy M. Silverman, Mark J. Daly, Robert A. King, Sarah E. Medland, Anastasios Konstantinidis, Robert D. Oades, Samuel H. Zinner, Steven Crawford, Daniel H. Geschwind, Patrick W. L. Leung, Martin Alda, Marie Navratilova, Pak C. Sham, Paul A. Tooney, Tian Ge, Veit Roessner, Martin Preisig, Thomas Werge, Eli A. Stahl, David A. Collier, Stephanie H. Witt, Dermot Walsh, Miquel Casas, Anna Keski-Rahkonen, Jane H. Christensen, Silvia De Rubeis, Giorgio Pistis, Sven Cichon, Bruno Etain, Dominique Campion, O. Joseph Bienvenu, Christian Dina, Manolis Kogevinas, Thomas Espeseth, Benjamin M. Neale, Ditte Demontis, Klaus-Peter Lesch, Marina Mitjans, Tiffany A. Greenwood, Marcos Madruga-Garrido, Sibylle G. Schwab, Oedegaard Ketil Joachim, Hreinn Stefansson, Sara A. Paciga, Monica Forzan, Dieter B. Wildenauer, Lena Backlund, A. Jeremy Willsey, Carlos N. Pato, Nicholas John Craddock, Inge A. Meijer, Sandra K. Loo, Filip Rybakowski, Tracey D. Wade, Scott J. Crow, Bernard Lerer, Valsamma Eapen, Esben Agerbo, Andrew M. McIntosh, Luis Augusto Rohde, Susan L. McElroy, Stephan Zipfel, Peter P. Zandi, Cathryn M. Lewis, Lars Klareskog, Martin Begemann, Phil Lee, Richard Anney, Mark A. Bellgrove, Lisa Jones, Andreas J. Forstner, Agnieszka Słopień, Hilary Coon, Dong Li, Alessandro Serretti, Carsten Horn, Christos Pantelis, Ryan L. Collins, David M. Howard, Lucía Colodro-Conde, Pippa A. Thomson, Martin Hautzinger, Alysa E. Doyle, Julie Hagstrøm, Oliver S. P. Davis, Karen S. Mitchell, Jordan W. Smoller, Michael Strober, John I. Nurnberger, Andrea G. Ludolph, Monika Budde, Anna Maaser, Lambertus Klei, Aribert Rothenberger, Yulia Worbe, Fabian Streit, James L. Kennedy, Barbara E. Stranger, Ashley Dumont, Jianxin Shi, Dale R. Nyholt, Craig Johnson, Jonna Kuntsi, Yun-Joo Koh, Loes M. Olde Loohuis, Robert B. Freedman, Anke Hinney, Susanne Walitza, Enrico Domenici, Margarita Rivera, Sodahm Kook, Erica Greenberg, Tetyana Zayats, Josef Frank, Gary A. Heiman, Andrew McQuillin, Abraham Reichenberg, Piotr M. Czerski, Humberto Nicolini, Lee P.H., Anttila V., Won H., Feng Y.-C.A., Rosenthal J., Zhu Z., Tucker-Drob E.M., Nivard M.G., Grotzinger A.D., Posthuma D., Wang M.M.-J., Yu D., Stahl E.A., Walters R.K., Anney R.J.L., Duncan L.E., Ge T., Adolfsson R., Banaschewski T., Belangero S., Cook E.H., Coppola G., Derks E.M., Hoekstra P.J., Kaprio J., Keski-Rahkonen A., Kirov G., Kranzler H.R., Luykx J.J., Rohde L.A., Zai C.C., Agerbo E., Arranz M.J., Asherson P., Baekvad-Hansen M., Baldursson G., Bellgrove M., Belliveau R.A., Buitelaar J., Burton C.L., Bybjerg-Grauholm J., Casas M., Cerrato F., Chambert K., Churchhouse C., Cormand B., Crosbie J., Dalsgaard S., Demontis D., Doyle A.E., Dumont A., Elia J., Grove J., Gudmundsson O.O., Haavik J., Hakonarson H., Hansen C.S., Hartman C.A., Hawi Z., Hervas A., Hougaard D.M., Howrigan D.P., Huang H., Kuntsi J., Langley K., Lesch K.-P., Leung P.W.L., Loo S.K., Martin J., Martin A.R., McGough J.J., Medland S.E., Moran J.L., Mors O., Mortensen P.B., Oades R.D., Palmer D.S., Pedersen C.B., Pedersen M.G., Peters T., Poterba T., Poulsen J.B., Ramos-Quiroga J.A., Reif A., Ribases M., Rothenberger A., Rovira P., Sanchez-Mora C., Satterstrom F.K., Schachar R., Artigas M.S., Steinberg S., Stefansson H., Turley P., Walters G.B., Werge T., Zayats T., Arking D.E., Bettella F., Buxbaum J.D., Christensen J.H., Collins R.L., Coon H., De Rubeis S., Delorme R., Grice D.E., Hansen T.F., Holmans P.A., Hope S., Hultman C.M., Klei L., Ladd-Acosta C., Magnusson P., Naerland T., Nyegaard M., Pinto D., Qvist P., Rehnstrom K., Reichenberg A., Reichert J., Roeder K., Rouleau G.A., Saemundsen E., Sanders S.J., Sandin S., St Pourcain B., Stefansson K., Sutcliffe J.S., Talkowski M.E., Weiss L.A., Willsey A.J., Agartz I., Akil H., Albani D., Alda M., Als T.D., Anjorin A., Backlund L., Bass N., Bauer M., Baune B.T., Bellivier F., Bergen S.E., Berrettini W.H., Biernacka J.M., Blackwood D.H.R., Boen E., Budde M., Bunney W., Burmeister M., Byerley W., Byrne E.M., Cichon S., Clarke T.-K., Coleman J.R.I., Craddock N., Curtis D., Czerski P.M., Dale A.M., Dalkner N., Dannlowski U., Degenhardt F., Di Florio A., Elvsashagen T., Etain B., Fischer S.B., Forstner A.J., Forty L., Frank J., Frye M., Fullerton J.M., Gade K., Gaspar H.A., Gershon E.S., Gill M., Goes F.S., Gordon S.D., Gordon-Smith K., Green M.J., Greenwood T.A., Grigoroiu-Serbanescu M., Guzman-Parra J., Hauser J., Hautzinger M., Heilbronner U., Herms S., Hoffmann P., Holland D., Jamain S., Jones I., Jones L.A., Kandaswamy R., Kelsoe J.R., Kennedy J.L., Joachim O.K., Kittel-Schneider S., Kogevinas M., Koller A.C., Lavebratt C., Lewis C.M., Li Q.S., Lissowska J., Loohuis L.M.O., Lucae S., Maaser A., Malt U.F., Martin N.G., Martinsson L., McElroy S.L., McMahon F.J., McQuillin A., Melle I., Metspalu A., Millischer V., Mitchell P.B., Montgomery G.W., Morken G., Morris D.W., Muller-Myhsok B., Mullins N., Myers R.M., Nievergelt C.M., Nordentoft M., Adolfsson A.N., Nothen M.M., Ophoff R.A., Owen M.J., Paciga S.A., Pato C.N., Pato M.T., Perlis R.H., Perry A., Potash J.B., Reinbold C.S., Rietschel M., Rivera M., Roberson M., Schalling M., Schofield P.R., Schulze T.G., Scott L.J., Serretti A., Sigurdsson E., Smeland O.B., Stordal E., Streit F., Strohmaier J., Thorgeirsson T.E., Treutlein J., Turecki G., Vaaler A.E., Vieta E., Vincent J.B., Wang Y., Witt S.H., Zandi P., Adan R.A.H., Alfredsson L., Ando T., Aschauer H., Baker J.H., Bencko V., Bergen A.W., Birgegard A., Perica V.B., Brandt H., Burghardt R., Carlberg L., Cassina M., Clementi M., Courtet P., Crawford S., Crow S., Crowley J.J., Danner U.N., Davis O.S.P., Degortes D., DeSocio J.E., Dick D.M., Dina C., Docampo E., Egberts K., Ehrlich S., Espeseth T., Fernandez-Aranda F., Fichter M.M., Foretova L., Forzan M., Gambaro G., Giegling I., Gonidakis F., Gorwood P., Mayora M.G., Guo Y., Halmi K.A., Hatzikotoulas K., Hebebrand J., Helder S.G., Herpertz-Dahlmann B., Herzog W., Hinney A., Imgart H., Jimenez-Murcia S., Johnson C., Jordan J., Julia A., Kaminska D., Karhunen L., Karwautz A., Kas M.J.H., Kaye W.H., Kennedy M.A., Kim Y.-R., Klareskog L., Klump K.L., Knudsen G.P.S., Landen M., Le Hellard S., Levitan R.D., Li D., Lichtenstein P., Maj M., Marsal S., McDevitt S., Mitchell J., Monteleone P., Monteleone A.M., Munn-Chernoff M.A., Nacmias B., Navratilova M., O'Toole J.K., Padyukov L., Pantel J., Papezova H., Rabionet R., Raevuori A., Ramoz N., Reichborn-Kjennerud T., Ricca V., Roberts M., Rujescu D., Rybakowski F., Scherag A., Schmidt U., Seitz J., Slachtova L., Slof-Op't Landt M.C.T., Slopien A., Sorbi S., Southam L., Strober M., Tortorella A., Tozzi F., Treasure J., Tziouvas K., van Elburg A.A., Wade T.D., Wagner G., Walton E., Watson H.J., Wichmann H.-E., Woodside D.B., Zeggini E., Zerwas S., Zipfel S., Adams M.J., Andlauer T.F.M., Berger K., Binder E.B., Boomsma D.I., Castelao E., Colodro-Conde L., Direk N., Docherty A.R., Domenici E., Domschke K., Dunn E.C., Foo J.C., de. Geus E.J.C., Grabe H.J., Hamilton S.P., Horn C., Hottenga J.-J., Howard D., Ising M., Kloiber S., Levinson D.F., Lewis G., Magnusson P.K.E., Mbarek H., Middeldorp C.M., Mostafavi S., Nyholt D.R., Penninx B.W., Peterson R.E., Pistis G., Porteous D.J., Preisig M., Quiroz J.A., Schaefer C., Schulte E.C., Shi J., Smith D.J., Thomson P.A., Tiemeier H., Uher R., van der Auwera S., Weissman M.M., Alexander M., Begemann M., Bramon E., Buccola N.G., Cairns M.J., Campion D., Carr V.J., Cloninger C.R., Cohen D., Collier D.A., Corvin A., DeLisi L.E., Donohoe G., Dudbridge F., Duan J., Freedman R., Gejman P.V., Golimbet V., Godard S., Ehrenreich H., Hartmann A.M., Henskens F.A., Ikeda M., Iwata N., Jablensky A.V., Joa I., Jonsson E.G., Kelly B.J., Knight J., Konte B., Laurent-Levinson C., Lee J., Lencz T., Lerer B., Loughland C.M., Malhotra A.K., Mallet J., McDonald C., Mitjans M., Mowry B.J., Murphy K.C., Murray R.M., O'Neill F.A., Oh S.-Y., Palotie A., Pantelis C., Pulver A.E., Petryshen T.L., Quested D.J., Riley B., Sanders A.R., Schall U., Schwab S.G., Scott R.J., Sham P.C., Silverman J.M., Sim K., Steixner A.A., Tooney P.A., van Os J., Vawter M.P., Walsh D., Weiser M., Wildenauer D.B., Williams N.M., Wormley B.K., Zhang F., Androutsos C., Arnold P.D., Barr C.L., Barta C., Bey K., Bienvenu O.J., Black D.W., Brown L.W., Budman C., Cath D., Cheon K.-A., Ciullo V., Coffey B.J., Cusi D., Davis L.K., Denys D., Depienne C., Dietrich A., Eapen V., Falkai P., Fernandez T.V., Garcia-Delgar B., Geller D.A., Gilbert D.L., Grados M.A., Greenberg E., Grunblatt E., Hagstrom J., Hanna G.L., Hartmann A., Hedderly T., Heiman G.A., Heyman I., Hong H.J., Huang A., Huyser C., Ibanez-Gomez L., Khramtsova E.A., Kim Y.K., Kim Y.-S., King R.A., Koh Y.-J., Konstantinidis A., Kook S., Kuperman S., Leventhal B.L., Lochner C., Ludolph A.G., Madruga-Garrido M., Malaty I., Maras A., McCracken J.T., Meijer I.A., Mir P., Morer A., Muller-Vahl K.R., Munchau A., Murphy T.L., Naarden A., Nagy P., Nestadt G., Nestadt P.S., Nicolini H., Nurmi E.L., Okun M.S., Paschou P., Piras F., Pittenger C., Plessen K.J., Richter M.A., Rizzo R., Robertson M., Roessner V., Ruhrmann S., Samuels J.F., Sandor P., Schlogelhofer M., Shin E.-Y., Singer H., Song D.-H., Song J., Spalletta G., Stein D.J., Stewart S.E., Storch E.A., Stranger B., Stuhrmann M., Tarnok Z., Tischfield J.A., Tubing J., Visscher F., Vulink N., Wagner M., Walitza S., Wanderer S., Woods M., Worbe Y., Zai G., Zinner S.H., Sullivan P.F., Franke B., Daly M.J., Bulik C.M., McIntosh A.M., O'Donovan M.C., Zheutlin A., Andreassen O.A., Borglum A.D., Breen G., Edenberg H.J., Fanous A.H., Faraone S.V., Gelernter J., Mathews C.A., Mattheisen M., Mitchell K.S., Neale M.C., Nurnberger J.I., Ripke S., Santangelo S.L., Scharf J.M., Stein M.B., Thornton L.M., Walters J.T.R., Wray N.R., Geschwind D.H., Neale B.M., Kendler K.S., Smoller J.W., Human genetics, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Reproduction & Development (AR&D), Epidemiology and Data Science, APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Psychiatry, APH - Digital Health, Clinical Cognitive Neuropsychiatry Research Program (CCNP), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Kas lab, Adult Psychiatry, Child Psychiatry, ANS - Complex Trait Genetics, Aarno Palotie / Principal Investigator, Jaakko Kaprio / Principal Investigator, Centre of Excellence in Complex Disease Genetics, Genetic Epidemiology, Department of Public Health, University Management, Anna Keski-Rahkonen / Principal Investigator, Department of Medical and Clinical Genetics, Clinicum, HUS Psychiatry, Institute for Molecular Medicine Finland, Research Programs Unit, Genomics of Neurological and Neuropsychiatric Disorders, Biological Psychology, Complex Trait Genetics, APH - Methodology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, Lee, P. H., Anttila, V., Won, H., Feng, Y. -C. A., Rosenthal, J., Zhu, Z., Tucker-Drob, E. M., Nivard, M. G., Grotzinger, A. D., Posthuma, D., Wang, M. M. -J., Yu, D., Stahl, E. A., Walters, R. K., Anney, R. J. L., Duncan, L. E., Ge, T., Adolfsson, R., Banaschewski, T., Belangero, S., Cook, E. H., Coppola, G., Derks, E. M., Hoekstra, P. J., Kaprio, J., Keski-Rahkonen, A., Kirov, G., Kranzler, H. R., Luykx, J. J., Rohde, L. A., Zai, C. C., Agerbo, E., Arranz, M. J., Asherson, P., Baekvad-Hansen, M., Baldursson, G., Bellgrove, M., Belliveau, R. A., Buitelaar, J., Burton, C. L., Bybjerg-Grauholm, J., Casas, M., Cerrato, F., Chambert, K., Churchhouse, C., Cormand, B., Crosbie, J., Dalsgaard, S., Demontis, D., Doyle, A. E., Dumont, A., Elia, J., Grove, J., Gudmundsson, O. O., Haavik, J., Hakonarson, H., Hansen, C. S., Hartman, C. A., Hawi, Z., Hervas, A., Hougaard, D. M., Howrigan, D. P., Huang, H., Kuntsi, J., Langley, K., Lesch, K. -P., Leung, P. W. L., Loo, S. K., Martin, J., Martin, A. R., Mcgough, J. J., Medland, S. E., Moran, J. L., Mors, O., Mortensen, P. B., Oades, R. D., Palmer, D. S., Pedersen, C. B., Pedersen, M. G., Peters, T., Poterba, T., Poulsen, J. B., Ramos-Quiroga, J. A., Reif, A., Ribases, M., Rothenberger, A., Rovira, P., Sanchez-Mora, C., Satterstrom, F. K., Schachar, R., Artigas, M. S., Steinberg, S., Stefansson, H., Turley, P., Walters, G. B., Werge, T., Zayats, T., Arking, D. E., Bettella, F., Buxbaum, J. D., Christensen, J. H., Collins, R. L., Coon, H., De Rubeis, S., Delorme, R., Grice, D. E., Hansen, T. F., Holmans, P. A., Hope, S., Hultman, C. M., Klei, L., Ladd-Acosta, C., Magnusson, P., Naerland, T., Nyegaard, M., Pinto, D., Qvist, P., Rehnstrom, K., Reichenberg, A., Reichert, J., Roeder, K., Rouleau, G. A., Saemundsen, E., Sanders, S. J., Sandin, S., St Pourcain, B., Stefansson, K., Sutcliffe, J. S., Talkowski, M. E., Weiss, L. A., Willsey, A. J., Agartz, I., Akil, H., Albani, D., Alda, M., Als, T. D., Anjorin, A., Backlund, L., Bass, N., Bauer, M., Baune, B. T., Bellivier, F., Bergen, S. E., Berrettini, W. H., Biernacka, J. M., Blackwood, D. H. R., Boen, E., Budde, M., Bunney, W., Burmeister, M., Byerley, W., Byrne, E. M., Cichon, S., Clarke, T. -K., Coleman, J. R. I., Craddock, N., Curtis, D., Czerski, P. M., Dale, A. M., Dalkner, N., Dannlowski, U., Degenhardt, F., Di Florio, A., Elvsashagen, T., Etain, B., Fischer, S. B., Forstner, A. J., Forty, L., Frank, J., Frye, M., Fullerton, J. M., Gade, K., Gaspar, H. A., Gershon, E. S., Gill, M., Goes, F. S., Gordon, S. D., Gordon-Smith, K., Green, M. J., Greenwood, T. A., Grigoroiu-Serbanescu, M., Guzman-Parra, J., Hauser, J., Hautzinger, M., Heilbronner, U., Herms, S., Hoffmann, P., Holland, D., Jamain, S., Jones, I., Jones, L. A., Kandaswamy, R., Kelsoe, J. R., Kennedy, J. L., Joachim, O. K., Kittel-Schneider, S., Kogevinas, M., Koller, A. C., Lavebratt, C., Lewis, C. M., Li, Q. S., Lissowska, J., Loohuis, L. M. O., Lucae, S., Maaser, A., Malt, U. F., Martin, N. G., Martinsson, L., Mcelroy, S. L., Mcmahon, F. J., Mcquillin, A., Melle, I., Metspalu, A., Millischer, V., Mitchell, P. B., Montgomery, G. W., Morken, G., Morris, D. W., Muller-Myhsok, B., Mullins, N., Myers, R. M., Nievergelt, C. M., Nordentoft, M., Adolfsson, A. N., Nothen, M. M., Ophoff, R. A., Owen, M. J., Paciga, S. A., Pato, C. N., Pato, M. T., Perlis, R. H., Perry, A., Potash, J. B., Reinbold, C. S., Rietschel, M., Rivera, M., Roberson, M., Schalling, M., Schofield, P. R., Schulze, T. G., Scott, L. J., Serretti, A., Sigurdsson, E., Smeland, O. B., Stordal, E., Streit, F., Strohmaier, J., Thorgeirsson, T. E., Treutlein, J., Turecki, G., Vaaler, A. E., Vieta, E., Vincent, J. B., Wang, Y., Witt, S. H., Zandi, P., Adan, R. A. H., Alfredsson, L., Ando, T., Aschauer, H., Baker, J. H., Bencko, V., Bergen, A. W., Birgegard, A., Perica, V. B., Brandt, H., Burghardt, R., Carlberg, L., Cassina, M., Clementi, M., Courtet, P., Crawford, S., Crow, S., Crowley, J. J., Danner, U. N., Davis, O. S. P., Degortes, D., Desocio, J. E., Dick, D. M., Dina, C., Docampo, E., Egberts, K., Ehrlich, S., Espeseth, T., Fernandez-Aranda, F., Fichter, M. M., Foretova, L., Forzan, M., Gambaro, G., Giegling, I., Gonidakis, F., Gorwood, P., Mayora, M. G., Guo, Y., Halmi, K. A., Hatzikotoulas, K., Hebebrand, J., Helder, S. G., Herpertz-Dahlmann, B., Herzog, W., Hinney, A., Imgart, H., Jimenez-Murcia, S., Johnson, C., Jordan, J., Julia, A., Kaminska, D., Karhunen, L., Karwautz, A., Kas, M. J. H., Kaye, W. H., Kennedy, M. A., Kim, Y. -R., Klareskog, L., Klump, K. L., Knudsen, G. P. S., Landen, M., Le Hellard, S., Levitan, R. D., Li, D., Lichtenstein, P., Maj, M., Marsal, S., Mcdevitt, S., Mitchell, J., Monteleone, P., Monteleone, A. M., Munn-Chernoff, M. A., Nacmias, B., Navratilova, M., O'Toole, J. K., Padyukov, L., Pantel, J., Papezova, H., Rabionet, R., Raevuori, A., Ramoz, N., Reichborn-Kjennerud, T., Ricca, V., Roberts, M., Rujescu, D., Rybakowski, F., Scherag, A., Schmidt, U., Seitz, J., Slachtova, L., Slof-Op't Landt, M. C. T., Slopien, A., Sorbi, S., Southam, L., Strober, M., Tortorella, A., Tozzi, F., Treasure, J., Tziouvas, K., van Elburg, A. A., Wade, T. D., Wagner, G., Walton, E., Watson, H. J., Wichmann, H. -E., Woodside, D. B., Zeggini, E., Zerwas, S., Zipfel, S., Adams, M. J., Andlauer, T. F. M., Berger, K., Binder, E. B., Boomsma, D. I., Castelao, E., Colodro-Conde, L., Direk, N., Docherty, A. R., Domenici, E., Domschke, K., Dunn, E. C., Foo, J. C., D, e. Geus E. J. C., Grabe, H. J., Hamilton, S. P., Horn, C., Hottenga, J. -J., Howard, D., Ising, M., Kloiber, S., Levinson, D. F., Lewis, G., Magnusson, P. K. E., Mbarek, H., Middeldorp, C. M., Mostafavi, S., Nyholt, D. R., Penninx, B. W., Peterson, R. E., Pistis, G., Porteous, D. J., Preisig, M., Quiroz, J. A., Schaefer, C., Schulte, E. C., Shi, J., Smith, D. J., Thomson, P. A., Tiemeier, H., Uher, R., van der Auwera, S., Weissman, M. M., Alexander, M., Begemann, M., Bramon, E., Buccola, N. G., Cairns, M. J., Campion, D., Carr, V. J., Cloninger, C. R., Cohen, D., Collier, D. A., Corvin, A., Delisi, L. E., Donohoe, G., Dudbridge, F., Duan, J., Freedman, R., Gejman, P. V., Golimbet, V., Godard, S., Ehrenreich, H., Hartmann, A. M., Henskens, F. A., Ikeda, M., Iwata, N., Jablensky, A. V., Joa, I., Jonsson, E. G., Kelly, B. J., Knight, J., Konte, B., Laurent-Levinson, C., Lee, J., Lencz, T., Lerer, B., Loughland, C. M., Malhotra, A. K., Mallet, J., Mcdonald, C., Mitjans, M., Mowry, B. J., Murphy, K. C., Murray, R. M., O'Neill, F. A., Oh, S. -Y., Palotie, A., Pantelis, C., Pulver, A. E., Petryshen, T. L., Quested, D. J., Riley, B., Sanders, A. R., Schall, U., Schwab, S. G., Scott, R. J., Sham, P. C., Silverman, J. M., Sim, K., Steixner, A. A., Tooney, P. A., van Os, J., Vawter, M. P., Walsh, D., Weiser, M., Wildenauer, D. B., Williams, N. M., Wormley, B. K., Zhang, F., Androutsos, C., Arnold, P. D., Barr, C. L., Barta, C., Bey, K., Bienvenu, O. J., Black, D. W., Brown, L. W., Budman, C., Cath, D., Cheon, K. -A., Ciullo, V., Coffey, B. J., Cusi, D., Davis, L. K., Denys, D., Depienne, C., Dietrich, A., Eapen, V., Falkai, P., Fernandez, T. V., Garcia-Delgar, B., Geller, D. A., Gilbert, D. L., Grados, M. A., Greenberg, E., Grunblatt, E., Hagstrom, J., Hanna, G. L., Hartmann, A., Hedderly, T., Heiman, G. A., Heyman, I., Hong, H. J., Huang, A., Huyser, C., Ibanez-Gomez, L., Khramtsova, E. A., Kim, Y. K., Kim, Y. -S., King, R. A., Koh, Y. -J., Konstantinidis, A., Kook, S., Kuperman, S., Leventhal, B. L., Lochner, C., Ludolph, A. G., Madruga-Garrido, M., Malaty, I., Maras, A., Mccracken, J. T., Meijer, I. A., Mir, P., Morer, A., Muller-Vahl, K. R., Munchau, A., Murphy, T. L., Naarden, A., Nagy, P., Nestadt, G., Nestadt, P. S., Nicolini, H., Nurmi, E. L., Okun, M. S., Paschou, P., Piras, F., Pittenger, C., Plessen, K. J., Richter, M. A., Rizzo, R., Robertson, M., Roessner, V., Ruhrmann, S., Samuels, J. F., Sandor, P., Schlogelhofer, M., Shin, E. -Y., Singer, H., Song, D. -H., Song, J., Spalletta, G., Stein, D. J., Stewart, S. E., Storch, E. A., Stranger, B., Stuhrmann, M., Tarnok, Z., Tischfield, J. A., Tubing, J., Visscher, F., Vulink, N., Wagner, M., Walitza, S., Wanderer, S., Woods, M., Worbe, Y., Zai, G., Zinner, S. H., Sullivan, P. F., Franke, B., Daly, M. J., Bulik, C. M., Mcintosh, A. M., O'Donovan, M. C., Zheutlin, A., Andreassen, O. A., Borglum, A. D., Breen, G., Edenberg, H. J., Fanous, A. H., Faraone, S. V., Gelernter, J., Mathews, C. A., Mattheisen, M., Mitchell, K. S., Neale, M. C., Nurnberger, J. I., Ripke, S., Santangelo, S. L., Scharf, J. M., Stein, M. B., Thornton, L. M., Walters, J. T. R., Wray, N. R., Geschwind, D. H., Neale, B. M., Kendler, K. S., and Smoller, J. W.
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Netherlands Twin Register (NTR) ,cross-disorder genetics ,Medizin ,Genome-wide association study ,Tourette syndrome ,functional genomics ,gene expression ,genetic architecture ,genetic correlation ,GWAS ,neurodevelopment ,pleiotropy ,psychiatric disorders ,Psychiatric genetics ,0302 clinical medicine ,Pleiotropy ,functional genomic ,WIDE ASSOCIATION ,cross-disorder genetic ,0303 health sciences ,Mental Disorders ,Genetic Pleiotropy ,HUMAN BRAIN ,INSIGHTS ,Autism spectrum disorder ,Schizophrenia ,DISEASES ,GENETIC CORRELATIONS ,medicine.medical_specialty ,Neurogenesis ,Quantitative Trait Loci ,BF ,Biology ,GENOTYPE IMPUTATION ,Psychiatric geneticscross-disorder geneticspsychiatric disorderspleiotropyneurodevelopmentGWASgenetic correlationgene expressiongenetic architecturefunctional genomics ,Article ,General Biochemistry, Genetics and Molecular Biology ,psychiatric disorder ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,medicine ,Humans ,Genetic Predisposition to Disease ,Bipolar disorder ,TRANSCRIPTOME ,Psychiatry ,030304 developmental biology ,Gwas ,Psychiatric Genetics ,Cross-disorder Genetics ,Functional Genomics ,Gene Expression ,Genetic Architecture ,Genetic Correlation ,Neurodevelopment ,Psychiatric Disorders ,Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7] ,IDENTIFICATION ,MUTATIONS ,medicine.disease ,Genetic architecture ,DEMETHYLASE ,RC0321 ,1182 Biochemistry, cell and molecular biology ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Genetic influences on psychiatric disorders transcend diagnostic boundaries, suggesting substantial pleiotropy of contributing loci. However, the nature and mechanisms of these pleiotropic effects remain unclear. We performed analyses of 232,964 cases and 494,162 controls from genome-wide studies of anorexia nervosa, attention-deficit/hyper-activity disorder, autism spectrum disorder, bipolar disorder, major depression, obsessive-compulsive disorder, schizophrenia, and Tourette syndrome. Genetic correlation analyses revealed a meaningful structure within the eight disorders, identifying three groups of inter-related disorders. Meta-analysis across these eight disorders detected 109 loci associated with at least two psychiatric disorders, including 23 loci with pleiotropic effects on four or more disorders and 11 loci with antagonistic effects on multiple disorders. The pleiotropic loci are located within genes that show heightened expression in the brain throughout the lifespan, beginning prenatally in the second trimester, and play prominent roles in neurodevelopmental processes. These findings have important implications for psychiatric nosology, drug development, and risk prediction.
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- 2019
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- View/download PDF
30. In vivo hippocampal subfield volumes in bipolar disorder-A mega-analysis from The Enhancing Neuro Imaging Genetics throughMeta-AnalysisBipolar Disorder Working Group
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Sophia I. Thomopoulos, Julian A Pineda-Zapata, Ronny Redlich, Bartholomeus C M Haarman, Mathew A. Harris, Orwa Dandash, Ulrik Fredrik Malt, Lauren E. Salminen, Michael Stäblein, Theo G.M. van Erp, Gloria Roberts, Michael Berk, Jochen Bauer, Edith Pomarol-Clotet, Carlos López-Jaramillo, Dominik Grotegerd, Tomas Hajek, Paul M. Thompson, Philipp G. Sämann, Francesco Benedetti, Tilo Kircher, Brian Hallahan, Jonathan Repple, Lena Waltemate, Maria M. Rive, Heather C. Whalley, Caterina del Mar Bonnín, Oliver Gruber, Igor Nenadic, Udo Dannlowski, Henricus G. Ruhé, Raymond Salvador, Bronwyn Overs, Torbjørn Elvsåshagen, Márcio Gerhardt Soeiro-de-Souza, Ana M. Díaz-Zuluaga, Katharina Förster, Jose Manuel Goikolea, Emma L. Hawkins, Vera Lonning, Silvia Alonso-Lana, Dan J. Stein, Theophilus N. Akudjedu, Elisa M T Melloni, Dag Alnæs, Nils Opel, Martin Alda, Rayus Kuplicki, Erlend Bøen, Salvador Sarró, Unn K. Haukvik, Philip B. Mitchell, Kang Sim, Lisa Rauer, Ole A. Andreassen, Colm McDonald, Eduard Vieta, Erick J. Canales-Rodríguez, Axel Krug, Viola Oertel, Frederike Stein, Xavier Caseras, Christopher R.K. Ching, Lucio Oldani, Dara M. Cannon, Andrew M. McIntosh, Kjetil Nordbø Jørgensen, Ingrid Melle, Rhoshel K. Lenroot, Lars T. Westlye, Giuseppe Delvecchio, Dick J. Veltman, Mar Fatjó-Vilas, Trine Vik Lagerberg, Leila Nabulsi, Henk Temmingh, Carina Hülsmann, Francesco Bettella, Paolo Brambilla, Dennis van der Meer, Sonya Foley, Tiril P. Gurholt, Fleur M. Howells, Joaquim Radua, Thomas M. Lancaster, Christian K. Tamnes, Maria Cg Otaduy, Jonathan Savitz, Stener Nerland, Genevieve McPhilemy, Janice M. Fullerton, Aart H. Schene, Neda Jahanshad, Ingrid Agartz, Bernhard T. Baune, Beathe Haatveit, Bernd Krämer, Psychiatrie & Neuropsychologie, RS: MHeNs - R2 - Mental Health, Haukvik, U. K., Gurholt, T. P., Nerland, S., Elvsashagen, T., Akudjedu, T. N., Alda, M., Alnaes, D., Alonso-Lana, S., Bauer, J., Baune, B. T., Benedetti, F., Berk, M., Bettella, F., Boen, E., Bonnin, C. M., Brambilla, P., Canales-Rodriguez, E. J., Cannon, D. M., Caseras, X., Dandash, O., Dannlowski, U., Delvecchio, G., Diaz-Zuluaga, A. M., van Erp, T. G. M., Fatjo-Vilas, M., Foley, S. F., Forster, K., Fullerton, J. M., Goikolea, J. M., Grotegerd, D., Gruber, O., Haarman, B. C. M., Haatveit, B., Hajek, T., Hallahan, B., Harris, M., Hawkins, E. L., Howells, F. M., Hulsmann, C., Jahanshad, N., Jorgensen, K. N., Kircher, T., Kramer, B., Krug, A., Kuplicki, R., Lagerberg, T. V., Lancaster, T. M., Lenroot, R. K., Lonning, V., Lopez-Jaramillo, C., Malt, U. F., Mcdonald, C., Mcintosh, A. M., Mcphilemy, G., van der Meer, D., Melle, I., Melloni, E. M. T., Mitchell, P. B., Nabulsi, L., Nenadic, I., Oertel, V., Oldani, L., Opel, N., Otaduy, M. C. G., Overs, B. J., Pineda-Zapata, J. A., Pomarol-Clotet, E., Radua, J., Rauer, L., Redlich, R., Repple, J., Rive, M. M., Roberts, G., Ruhe, H. G., Salminen, L. E., Salvador, R., Sarro, S., Savitz, J., Schene, A. H., Sim, K., Soeiro-de-Souza, M. G., Stablein, M., Stein, D. J., Stein, F., Tamnes, C. K., Temmingh, H. S., Thomopoulos, S. I., Veltman, D. J., Vieta, E., Waltemate, L., Westlye, L. T., Whalley, H. C., Samann, P. G., Thompson, P. M., Ching, C. R. K., Andreassen, O. A., Agartz, I., Clinical Cognitive Neuropsychiatry Research Program (CCNP), Psychiatry, Anatomy and neurosciences, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, and Adult Psychiatry
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structural brain MRI ,Bipolar Disorder ,HALOPERIDOL ,hippocampus ,Stress-related disorders Donders Center for Medical Neuroscience [Radboudumc 13] ,SEGMENTATION ,Hippocampus ,Hippocampal formation ,0302 clinical medicine ,SCHIZOPHRENIA ,Manic-depressive illness ,psychosis ,BRAIN ,Research Articles ,Trastorn bipolar ,Radiological and Ultrasound Technology ,05 social sciences ,Subiculum ,ATLAS ,Magnetic Resonance Imaging ,Liti ,3. Good health ,medicine.anatomical_structure ,Neurology ,Schizophrenia ,lithium ,Anatomy ,Hippocampus (Brain) ,Research Article ,MRI ,INTERNEURONS ,Psychosis ,Hipocamp (Cervell) ,Neuroimaging ,Amygdala ,050105 experimental psychology ,CELL-PROLIFERATION ,03 medical and health sciences ,Genetics ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Bipolar disorder ,large‐scale ,LITHIUM-TREATED PATIENTS ,business.industry ,Dentate gyrus ,medicine.disease ,nervous system ,DENTATE GYRUS ,large-scale ,bipolar disorder subtype ,Neurology (clinical) ,business ,Neuroscience ,030217 neurology & neurosurgery - Abstract
The hippocampus consists of anatomically and functionally distinct subfields that may be differentially involved in the pathophysiology of bipolar disorder (BD). Here we, the Enhancing NeuroImaging Genetics through Meta‐Analysis Bipolar Disorder workinggroup, study hippocampal subfield volumetry in BD. T1‐weighted magnetic resonance imaging scans from 4,698 individuals (BD = 1,472, healthy controls [HC] = 3,226) from 23 sites worldwide were processed with FreeSurfer. We used linear mixed‐effects models and mega‐analysis to investigate differences in hippocampal subfield volumes between BD and HC, followed by analyses of clinical characteristics and medication use. BD showed significantly smaller volumes of the whole hippocampus (Cohen's d = −0.20), cornu ammonis (CA)1 (d = −0.18), CA2/3 (d = −0.11), CA4 (d = −0.19), molecular layer (d = −0.21), granule cell layer of dentate gyrus (d = −0.21), hippocampal tail (d = −0.10), subiculum (d = −0.15), presubiculum (d = −0.18), and hippocampal amygdala transition area (d = −0.17) compared to HC. Lithium users did not show volume differences compared to HC, while non‐users did. Antipsychotics or antiepileptic use was associated with smaller volumes. In this largest study of hippocampal subfields in BD to date, we show widespread reductions in nine of 12 subfields studied. The associations were modulated by medication use and specifically the lack of differences between lithium users and HC supports a possible protective role of lithium in BD., The hippocampus consists of anatomically and functionally distinct subfields that may be differentially involved in the pathophysiology of bipolar disorder.In the largest study of hippocampal subfields in bipolar disorder to date, from 23 sites worldwide, we report widespread reductions in nine of 12 subfields.The lack of differences between lithium users and healthy controls supports a possible protective role of lithium in bipolar disorder.
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- 2022
- Full Text
- View/download PDF
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