Author: "Maria Grigoroiu-Serbanescu" / Topic: 03 medical and health sciences - Searchworks@Jio Institute Digital Library Search Results

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1. Genetic risk for psychiatric illness is associated with the number of hospitalizations of bipolar disorder patients

Author: Markus M. Nöthen, Marcella Rietschel, Stefanie Heilmann-Heimbach, Fabian Streit, Niamh Mullins, Katrin Gade, Frederike Stein, Urs Heilbronner, Maria Grigoroiu-Serbanescu, Dominik Grotegerd, Daniela Reich-Erkelenz, Monika Budde, Julia-Katharina Pfarr, Kristina Adorjan, Janos Kalman, Ashley L. Comes, Mojtaba Oraki Kohshour, Sergi Papiol, Fanny Senner, Farah Klöhn-Saghatolislam, Thomas G. Schulze, Udo Dannlowski, Susanne Meinert, Tim Hahn, Igor Nenadic, Katharina Brosch, Tilo Kircher, Till F. M. Andlauer, Tina Meller, Kai Ringwald, Sabrina K. Schaupp, Andreas J. Forstner, Eva C. Schulte, Heike Anderson-Schmidt, Thomas J. Vogl, Peter Falkai, and Maria Heilbronner
Subjects: Multifactorial Inheritance, medicine.medical_specialty, Bipolar Disorder, 03 medical and health sciences, 0302 clinical medicine, Disease severity, Health care, medicine, Humans, ddc:610, Bipolar disorder, Genetic risk, Psychiatry, Depression (differential diagnoses), Depressive Disorder, Major, business.industry, Clinical course, medicine.disease, Mental health, 3. Good health, 030227 psychiatry, Hospitalization, Psychiatry and Mental health, Clinical Psychology, Schizophrenia, business, 030217 neurology & neurosurgery
Abstract: Objectives Bipolar disorder (BD) has a highly heterogeneous clinical course that is characterized by relapses and increased health care utilization in a significant fraction of patients. A thorough understanding of factors influencing illness course is essential for predicting disorder severity and developing targeted therapies. Methods We performed polygenic score analyses in four cohorts (N = 954) to test whether the genetic risk for BD, schizophrenia, or major depression is associated with a severe course of BD. We analyzed BD patients with a minimum illness duration of five years. The severity of the disease course was assessed by using the number of hospitalizations in a mental health facility and a composite measure of longitudinal illness severity (OPCRIT item 90). Results Our analyses showed that higher polygenic scores for BD (β = 0.11, SE = 0.03, p = 1.17 × 10-3) and schizophrenia (β = 0.09, SE = 0.03, p = 4.24 × 10-3), but not for major depression, were associated with more hospitalizations. None of the investigated polygenic scores was associated with the composite measure of longitudinal illness severity (OPCRIT item 90). Limitations We could not account for non-genetic influences on disease course. Our clinical sample contained more severe cases. Conclusions This study demonstrates that the genetic risk burden for psychiatric illness is associated with increased health care utilization, a proxy for disease severity, in BD patients. The findings are in line with previous observations made for patients diagnosed with schizophrenia or major depression. Therefore, in the future psychiatric disorder polygenic scores might become helpful for stratifying patients with high risk of a chronic manifestation and predicting disease course.
Published: 2022

2. Sex-Dependent Shared and Nonshared Genetic Architecture Across Mood and Psychotic Disorders

Author: Gabriëlla A.M. Blokland, Jakob Grove, Chia-Yen Chen, Chris Cotsapas, Stuart Tobet, Robert Handa, David St Clair, Todd Lencz, Bryan J. Mowry, Sathish Periyasamy, Murray J. Cairns, Paul A. Tooney, Jing Qin Wu, Brian Kelly, George Kirov, Patrick F. Sullivan, Aiden Corvin, Brien P. Riley, Tõnu Esko, Lili Milani, Erik G. Jönsson, Aarno Palotie, Hannelore Ehrenreich, Martin Begemann, Agnes Steixner-Kumar, Pak C. Sham, Nakao Iwata, Daniel R. Weinberger, Pablo V. Gejman, Alan R. Sanders, Joseph D. Buxbaum, Dan Rujescu, Ina Giegling, Bettina Konte, Annette M. Hartmann, Elvira Bramon, Robin M. Murray, Michele T. Pato, Jimmy Lee, Ingrid Melle, Espen Molden, Roel A. Ophoff, Andrew McQuillin, Nicholas J. Bass, Rolf Adolfsson, Anil K. Malhotra, Nicholas G. Martin, Janice M. Fullerton, Philip B. Mitchell, Peter R. Schofield, Andreas J. Forstner, Franziska Degenhardt, Sabrina Schaupp, Ashley L. Comes, Manolis Kogevinas, José Guzman-Parra, Andreas Reif, Fabian Streit, Lea Sirignano, Sven Cichon, Maria Grigoroiu-Serbanescu, Joanna Hauser, Jolanta Lissowska, Fermin Mayoral, Bertram Müller-Myhsok, Beata Świątkowska, Thomas G. Schulze, Markus M. Nöthen, Marcella Rietschel, John Kelsoe, Marion Leboyer, Stéphane Jamain, Bruno Etain, Frank Bellivier, John B. Vincent, Martin Alda, Claire O’Donovan, Pablo Cervantes, Joanna M. Biernacka, Mark Frye, Susan L. McElroy, Laura J. Scott, Eli A. Stahl, Mikael Landén, Marian L. Hamshere, Olav B. Smeland, Srdjan Djurovic, Arne E. Vaaler, Ole A. Andreassen, Bernhard T. Baune, Tracy Air, Martin Preisig, Rudolf Uher, Douglas F. Levinson, Myrna M. Weissman, James B. Potash, Jianxin Shi, James A. Knowles, Roy H. Perlis, Susanne Lucae, Dorret I. Boomsma, Brenda W.J.H. Penninx, Jouke-Jan Hottenga, Eco J.C. de Geus, Gonneke Willemsen, Yuri Milaneschi, Henning Tiemeier, Hans J. Grabe, Alexander Teumer, Sandra Van der Auwera, Uwe Völker, Steven P. Hamilton, Patrik K.E. Magnusson, Alexander Viktorin, Divya Mehta, Niamh Mullins, Mark J. Adams, Gerome Breen, Andrew M. McIntosh, Cathryn M. Lewis, David M. Hougaard, Merete Nordentoft, Ole Mors, Preben B. Mortensen, Thomas Werge, Thomas D. Als, Anders D. Børglum, Tracey L. Petryshen, Jordan W. Smoller, Jill M. Goldstein, Stephan Ripke, Benjamin M. Neale, James T.R. Walters, Kai-How Farh, Peter A. Holmans, Phil Lee, Brendan Bulik-Sullivan, David A. Collier, Hailiang Huang, Tune H. Pers, Ingrid Agartz, Esben Agerbo, Margot Albus, Madeline Alexander, Farooq Amin, Silviu A. Bacanu, Richard A. Belliveau, Judit Bene, Sarah E. Bergen, Elizabeth Bevilacqua, Tim B. Bigdeli, Donald W. Black, Richard Bruggeman, Nancy G. Buccola, Randy L. Buckner, William Byerley, Wiepke Cahn, Guiqing Cai, Dominique Campion, Rita M. Cantor, Vaughan J. Carr, Noa Carrera, Stanley V. Catts, Kimberly D. Chambert, Raymond C.K. Chan, Ronald Y.L. Chen, Eric Y.H. Chen, Wei Cheng, Eric F.C. Cheung, Siow Ann Chong, C. Robert Cloninger, David Cohen, Nadine Cohen, Paul Cormican, Nick Craddock, James J. Crowley, David Curtis, Michael Davidson, Kenneth L. Davis, Jurgen Del Favero, Ditte Demontis, Dimitris Dikeos, Timothy Dinan, Gary Donohoe, Elodie Drapeau, Jubao Duan, Frank Dudbridge, Naser Durmishi, Peter Eichhammer, Johan Eriksson, Valentina Escott-Price, Laurent Essioux, Ayman H. Fanous, Martilias S. Farrell, Josef Frank, Lude Franke, Robert Freedman, Nelson B. Freimer, Marion Friedl, Joseph I. Friedman, Menachem Fromer, Giulio Genovese, Lyudmila Georgieva, Paola Giusti-Rodríguez, Stephanie Godard, Jacqueline I. Goldstein, Vera Golimbet, Srihari Gopal, Jacob Gratten, Lieuwe de Haan, Christian Hammer, Mark Hansen, Thomas Hansen, Vahram Haroutunian, Frans A. Henskens, Stefan Herms, Joel N. Hirschhorn, Per Hoffmann, Andrea Hofman, Mads V. Hollegaard, Masashi Ikeda, Inge Joa, Antonio Julià, René S. Kahn, Luba Kalaydjieva, Sena Karachanak-Yankova, Juha Karjalainen, David Kavanagh, Matthew C. Keller, James L. Kennedy, Andrey Khrunin, Yunjung Kim, Janis Klovins, Vaidutis Kucinskas, Zita Ausrele Kucinskiene, Hana Kuzelova-Ptackova, Anna K. Kähler, Claudine Laurent, Jimmy Lee Chee Keong, S. Hong Lee, Sophie E. Legge, Bernard Lerer, Miaoxin Li, Tao Li, Kung-Yee Liang, Jeffrey Lieberman, Svetlana Limborska, Carmel M. Loughland, Jan Lubinski, Jouko Lönnqvist, Milan Macek, Brion S. Maher, Wolfgang Maier, Jacques Mallet, Sara Marsal, Manuel Mattheisen, Morten Mattingsdal, Robert W. McCarley, Colm McDonald, Sandra Meier, Carin J. Meijer, Bela Melegh, Raquelle I. Mesholam-Gately, Andres Metspalu, Patricia T. Michie, Vihra Milanova, Younes Mokrab, Derek W. Morris, Kieran C. Murphy, Inez Myin-Germeys, Mari Nelis, Igor Nenadic, Deborah A. Nertney, Gerald Nestadt, Kristin K. Nicodemus, Liene Nikitina-Zake, Laura Nisenbaum, Annelie Nordin, Eadbhard O’Callaghan, Colm O’Dushlaine, F. Anthony O’Neill, Sang-Yun Oh, Ann Olincy, Line Olsen, Jim Van Os, Christos Pantelis, George N. Papadimitriou, Sergi Papiol, Elena Parkhomenko, Tiina Paunio, Milica Pejovic-Milovancevic, Diana O. Perkins, Olli Pietiläinen, Jonathan Pimm, Andrew J. Pocklington, John Powell, Alkes Price, Ann E. Pulver, Shaun M. Purcell, Digby Quested, Henrik B. Rasmussen, Abraham Reichenberg, Mark A. Reimers, Alexander L. Richards, Joshua L. Roffman, Panos Roussos, Douglas M. Ruderfer, Veikko Salomaa, Ulrich Schall, Christian R. Schubert, Sibylle G. Schwab, Edward M. Scolnick, Rodney J. Scott, Larry J. Seidman, Engilbert Sigurdsson, Teimuraz Silagadze, Jeremy M. Silverman, Kang Sim, Petr Slominsky, Hon-Cheong So, Chris C.A. Spencer, Hreinn Stefansson, Stacy Steinberg, Elisabeth Stogmann, Richard E. Straub, Eric Strengman, Jana Strohmaier, T. Scott Stroup, Mythily Subramaniam, Jaana Suvisaari, Dragan M. Svrakic, Jin P. Szatkiewicz, Erik Söderman, Srinivas Thirumalai, Draga Toncheva, Sarah Tosato, Juha Veijola, John Waddington, Dermot Walsh, Dai Wang, Qiang Wang, Bradley T. Webb, Mark Weiser, Dieter B. Wildenauer, Nigel M. Williams, Stephanie Williams, Stephanie H. Witt, Aaron R. Wolen, Emily H.M. Wong, Brandon K. Wormley, Hualin Simon Xi, Clement C. Zai, Xuebin Zheng, Fritz Zimprich, Naomi R. Wray, Kari Stefansson, Peter M. Visscher, Douglas H.R. Blackwood, Ariel Darvasi, Enrico Domenici, Michael Gill, Hugh Gurling, Christina M. Hultman, Assen V. Jablensky, Kenneth S. Kendler, Jo Knight, Qingqin S. Li, Jianjun Liu, Steven A. McCarroll, Jennifer L. Moran, Michael J. Owen, Carlos N. Pato, Danielle Posthuma, Pamela Sklar, Jens R. Wendland, Mark J. Daly, Michael C. O’Donovan, Peter Donnelly, Ines Barroso, Jenefer M. Blackwell, Matthew A. Brown, Juan P. Casas, Panos Deloukas, Audrey Duncanson, Janusz Jankowski, Hugh S. Markus, Christopher G. Mathew, Colin N.A. Palmer, Robert Plomin, Anna Rautanen, Stephen J. Sawcer, Richard C. Trembath, Ananth C. Viswanathan, Nicholas W. Wood, Gavin Band, Céline Bellenguez, Colin Freeman, Eleni Giannoulatou, Garrett Hellenthal, Richard Pearson, Matti Pirinen, Amy Strange, Zhan Su, Damjan Vukcevic, Cordelia Langford, Hannah Blackburn, Suzannah J. Bumpstead, Serge Dronov, Sarah Edkins, Matthew Gillman, Emma Gray, Rhian Gwilliam, Naomi Hammond, Sarah E. Hunt, Alagurevathi Jayakumar, Jennifer Liddle, Owen T. McCann, Simon C. Potter, Radhi Ravindrarajah, Michelle Ricketts, Avazeh Tashakkori-Ghanbaria, Matthew Waller, Paul Weston, Pamela Whittaker, Sara Widaa, Mark I. McCarthy, Maria J. Arranz, Steven Bakker, Stephan Bender, Benedicto Crespo-Facorro, Jeremy Hall, Conrad Iyegbe, Stephen Lawrie, Kuang Lin, Don H. Linszen, Ignacio Mata, Muriel Walshe, Matthias Weisbrod, Durk Wiersma, Vassily Trubetskoy, Yunpeng Wang, Jonathan R.I. Coleman, Héléna A. Gaspar, Christiaan A. de Leeuw, Jennifer M. Whitehead Pavlides, Maciej Trzaskowski, Enda M. Byrne, Liam Abbott, Huda Akil, Diego Albani, Ney Alliey-Rodriguez, Adebayo Anjorin, Verneri Antilla, Swapnil Awasthi, Judith A. Badner, Marie Bækvad-Hansen, Jack D. Barchas, Nicholas Bass, Michael Bauer, Richard Belliveau, Carsten Bøcker Pedersen, Erlend Bøen, Marco P. Boks, James Boocock, Monika Budde, William Bunney, Margit Burmeister, Jonas Bybjerg-Grauholm, Miquel Casas, Felecia Cerrato, Kimberly Chambert, Alexander W. Charney, Danfeng Chen, Claire Churchhouse, Toni-Kim Clarke, William Coryell, David W. Craig, Cristiana Cruceanu, Piotr M. Czerski, Anders M. Dale, Simone de Jong, Jurgen Del-Favero, J. Raymond DePaulo, Amanda L. Dobbyn, Ashley Dumont, Torbjørn Elvsåshagen, Chun Chieh Fan, Sascha B. Fischer, Matthew Flickinger, Tatiana M. Foroud, Liz Forty, Christine Fraser, Katrin Gade, Diane Gage, Julie Garnham, Claudia Giambartolomei, Marianne Giørtz Pedersen, Jaqueline Goldstein, Scott D. Gordon, Katherine Gordon-Smith, Elaine K. Green, Melissa J. Green, Tiffany A. Greenwood, Weihua Guan, Martin Hautzinger, Urs Heilbronner, Maria Hipolito, Dominic Holland, Laura Huckins, Jessica S. Johnson, Radhika Kandaswamy, Robert Karlsson, Sarah Kittel-Schneider, Anna C. Koller, Ralph Kupka, Catharina Lavebratt, Jacob Lawrence, William B. Lawson, Markus Leber, Phil H. Lee, Shawn E. Levy, Jun Z. Li, Chunyu Liu, Anna Maaser, Donald J. MacIntyre, Pamela B. Mahon, Lina Martinsson, Steve McCarroll, Peter McGuffin, Melvin G. McInnis, James D. McKay, Helena Medeiros, Sarah E. Medland, Fan Meng, Grant W. Montgomery, Thomas W. Mühleisen, Hoang Nguyen, Caroline M. Nievergelt, Annelie Nordin Adolfsson, Evaristus A. Nwulia, Claire O'Donovan, Loes M. Olde Loohuis, Anil P.S. Ori, Lilijana Oruc, Urban Ösby, Amy Perry, Andrea Pfennig, Eline J. Regeer, Céline S. Reinbold, John P. Rice, Fabio Rivas, Margarita Rivera, Euijung Ryu, Cristina Sánchez-Mora, Alan F. Schatzberg, William A. Scheftner, Nicholas J. Schork, Cynthia Shannon Weickert, Tatyana Shehktman, Paul D. Shilling, Claire Slaney, Janet L. Sobell, Christine Søholm Hansen, Anne T. Spijker, Michael Steffens, John S. Strauss, Szabolcs Szelinger, Robert C. Thompson, Thorgeir E. Thorgeirsson, Jens Treutlein, Helmut Vedder, Weiqing Wang, Stanley J. Watson, Thomas W. Weickert, Simon Xi, Wei Xu, Allan H. Young, Peter Zandi, Peng Zhang, Sebastian Zöllner, Abdel Abdellaoui, Tracy M. Air, Till F.M. Andlauer, Silviu-Alin Bacanu, Aartjan T.F. Beekman, Elisabeth B. Binder, Julien Bryois, Henriette N. Buttenschøn, Na Cai, Enrique Castelao, Jane Hvarregaard Christensen, Lucía Colodro-Conde, Baptiste Couvy-Duchesne, Gregory E. Crawford, Gail Davies, Ian J. Deary, Eske M. Derks, Nese Direk, Conor V. Dolan, Erin C. Dunn, Thalia C. Eley, Farnush Farhadi Hassan Kiadeh, Hilary K. Finucane, Jerome C. Foo, Fernando S. Goes, Lynsey S. Hall, Thomas F. Hansen, Ian B. Hickie, Georg Homuth, Carsten Horn, David M. Howard, Marcus Ising, Rick Jansen, Ian Jones, Lisa A. Jones, Eric Jorgenson, Isaac S. Kohane, Julia Kraft, Warren W. Kretzschmar, Zoltán Kutalik, Yihan Li, Penelope A. Lind, Dean F. MacKinnon, Robert M. Maier, Jonathan Marchini, Hamdi Mbarek, Patrick McGrath, Christel M. Middeldorp, Evelin Mihailov, Francis M. Mondimore, Sara Mostafavi, Matthias Nauck, Bernard Ng, Michel G. Nivard, Dale R. Nyholt, Paul F. O'Reilly, Hogni Oskarsson, Jodie N. Painter, Roseann E. Peterson, Wouter J. Peyrot, Giorgio Pistis, Jorge A. Quiroz, Per Qvist, Saira Saeed Mirza, Robert Schoevers, Eva C. Schulte, Ling Shen, Stanley I. Shyn, Grant C.B. Sinnamon, Johannes H. Smit, Daniel J. Smith, Katherine E. Tansey, Henning Teismann, Wesley Thompson, Pippa A. Thomson, Matthew Traylor, André G. Uitterlinden, Daniel Umbricht, Albert M. van Hemert, Shantel Marie Weinsheimer, Jürgen Wellmann, Yang Wu, Hualin S. Xi, Jian Yang, Futao Zhang, Volker Arolt, Klaus Berger, Udo Dannlowski, Katharina Domschke, Caroline Hayward, Andrew C. Heath, Stefan Kloiber, Glyn Lewis, Pamela AF. Madden, Patrik K. Magnusson, Preben Bo Mortensen, Michael C. O'Donovan, Sara A. Paciga, Nancy L. Pedersen, David J. Porteous, Catherine Schaefer, Henry Völzke, Marco Bortolato, Janita Bralten, Cynthia M. Bulik, Christie L. Burton, Caitlin E. Carey, Lea K. Davis, Laramie E. Duncan, Howard J. Edenberg, Lauren Erdman, Stephen V. Faraone, Slavina B. Goleva, Wei Guo, Christopher Hübel, Laura M. Huckins, Ekaterina A. Khramtsova, Joanna Martin, Carol A. Mathews, Elise Robinson, Eli Stahl, Barbara E. Stranger, Michela Traglia, Raymond K. Walters, Lauren A. Weiss, Stacey J. Winham, Yin Yao, Kristjar Skajaa, Markus Nöthen, Michael Owen, Robert H. Yolken, Niels Plath, Jonathan Mill, Daniel Geschwind, Psychiatry 1, RS: MHeNs - R2 - Mental Health, Psychiatrie & Neuropsychologie, Centre of Excellence in Complex Disease Genetics, Research Programme of Molecular Medicine, Research Programs Unit, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, Functional Genomics, Biological Psychology, APH - Mental Health, APH - Methodology, Sociology and Social Gerontology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, Blokland, Gabriella AM, Grove, Jakob, Chen, Chia Yen, Cotsapas, Chris, Tobet, Stuart, Handa, Robert, Lee, Sang Hong, Schizophrenia Working Group of the Psychiatric Genomics Consortium, Bipolar Disorder Working Group of the Psychiatric Genomics Consortium, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Sex Differences Cross-Disorder Analysis Group of the Psychiatric Genomics Consortium, iPSYCH, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Human genetics, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Reproduction & Development (AR&D), Child and Adolescent Psychiatry / Psychology, Adult Psychiatry, ANS - Complex Trait Genetics, and ANS - Mood, Anxiety, Psychosis, Stress & Sleep
Subjects: 0301 basic medicine, Male, Bipolar Disorder, Schizophrenia/genetics, LD SCORE REGRESSION, Genome-wide association study, 0302 clinical medicine, Receptors, SCHIZOPHRENIA, Psychotic Disorders/genetics, KYNURENINE PATHWAY METABOLISM, Genetics, RISK, Sex Characteristics, Vascular Endothelial Growth Factor, Bipolar Disorder/genetics, Major/genetics, Single Nucleotide, AFFECTIVE STIMULI IMPACT, Schizophrenia, Sulfurtransferases, Major depressive disorder, Female, Depressive Disorder, Major/genetics, Bipolar disorder, Locus (genetics), Genomics, Biology, Polymorphism, Single Nucleotide, Article, DYSPHORIC MOOD, 03 medical and health sciences, Sex differences, medicine, Humans, Genetic Predisposition to Disease, ddc:610, Polymorphism, GENOME-WIDE ASSOCIATION, Genotype-by-sex interaction, Biological Psychiatry, Depressive Disorder, Major, Depressive Disorder, GENDER-DIFFERENCES, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], PARAVENTRICULAR NUCLEUS, 3112 Neurosciences, Endothelial Cells, MAJOR DEPRESSION, medicine.disease, Genetic architecture, 030104 developmental biology, Mood, Receptors, Vascular Endothelial Growth Factor, Psychotic Disorders, 3111 Biomedicine, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Contains fulltext : 248656.pdf (Publisher’s version ) (Closed access) BACKGROUND: Sex differences in incidence and/or presentation of schizophrenia (SCZ), major depressive disorder (MDD), and bipolar disorder (BIP) are pervasive. Previous evidence for shared genetic risk and sex differences in brain abnormalities across disorders suggest possible shared sex-dependent genetic risk. METHODS: We conducted the largest to date genome-wide genotype-by-sex (G×S) interaction of risk for these disorders using 85,735 cases (33,403 SCZ, 19,924 BIP, and 32,408 MDD) and 109,946 controls from the PGC (Psychiatric Genomics Consortium) and iPSYCH. RESULTS: Across disorders, genome-wide significant single nucleotide polymorphism-by-sex interaction was detected for a locus encompassing NKAIN2 (rs117780815, p = 3.2 × 10(-8)), which interacts with sodium/potassium-transporting ATPase (adenosine triphosphatase) enzymes, implicating neuronal excitability. Three additional loci showed evidence (p < 1 × 10(-6)) for cross-disorder G×S interaction (rs7302529, p = 1.6 × 10(-7); rs73033497, p = 8.8 × 10(-7); rs7914279, p = 6.4 × 10(-7)), implicating various functions. Gene-based analyses identified G×S interaction across disorders (p = 8.97 × 10(-7)) with transcriptional inhibitor SLTM. Most significant in SCZ was a MOCOS gene locus (rs11665282, p = 1.5 × 10(-7)), implicating vascular endothelial cells. Secondary analysis of the PGC-SCZ dataset detected an interaction (rs13265509, p = 1.1 × 10(-7)) in a locus containing IDO2, a kynurenine pathway enzyme with immunoregulatory functions implicated in SCZ, BIP, and MDD. Pathway enrichment analysis detected significant G×S interaction of genes regulating vascular endothelial growth factor receptor signaling in MDD (false discovery rate-corrected p < .05). CONCLUSIONS: In the largest genome-wide G×S analysis of mood and psychotic disorders to date, there was substantial genetic overlap between the sexes. However, significant sex-dependent effects were enriched for genes related to neuronal development and immune and vascular functions across and within SCZ, BIP, and MDD at the variant, gene, and pathway levels.
Published: 2022

3. Sex-Dependent Shared and Nonshared Genetic Architecture Across Mood and Psychotic Disorders

Author: Andreas J. Forstner, Martin Alda, Manolis Kogevinas, Pak C. Sham, Patrick F. Sullivan, Michele T. Pato, John R. Kelsoe, Paul A. Tooney, Steven P. Hamilton, Dorret I. Boomsma, Gerome Breen, Tracy Air, Hannelore Ehrenreich, Nakao Iwata, Jill M. Goldstein, Olav B. Smeland, Daniel R. Weinberger, Andrew McQuillin, Stuart A. Tobet, Elvira Bramon, Gabriëlla A.M. Blokland, Jing Qin Wu, Erik G. Jönsson, Peter R. Schofield, Fabian Streit, Nicholas Bass, Aarno Palotie, Brian Kelly, Cathryn M. Lewis, Srdjan Djurovic, Thomas Damm Als, Chia-Yen Chen, Bettina Konte, Joanna Hauser, Claire O'Donovan, Laura J. Scott, Hans J. Grabe, Murray J. Cairns, Rudolf Uher, Pablo Cervantes, Nicholas G. Martin, James A. Knowles, Aiden Corvin, Espen Molden, Lili Milani, Andreas Reif, Maria Grigoroiu-Serbanescu, George Kirov, Yuri Milaneschi, David St Clair, Eco J. C. de Geus, Robert Handa, Tõnu Esko, Alexander Teumer, Anders D. Børglum, Divya Mehta, Roel A. Ophoff, Susanne Lucae, Henning Tiemeier, Marion Leboyer, Ina Giegling, Alan R. Sanders, Jouke-Jan Hottenga, Pablo V. Gejman, Bernhard T. Baune, Brenda W.J.H. Penninx, Chris Cotsapas, Martin Preisig, Thomas Werge, Jakob Grove, Ingrid Melle, Jordan W. Smoller, Marcella Rietschel, Myrna M. Weissman, Preben Bo Mortensen, Philip B. Mitchell, Jolanta Lissowska, Andrew M. McIntosh, Annette M. Hartmann, Ole A. Andreassen, Lea Sirignano, John B. Vincent, Niamh Mullins, Jimmy Lee, Gonneke Willemsen, Marian L. Hamshere, Rolf Adolfsson, Mark A. Frye, Markus M. Nöthen, Jianxin Shi, Ashley L. Comes, Robin M. Murray, Patrik K. E. Magnusson, Frank Bellivier, Stéphane Jamain, Ole Mors, Sven Cichon, Uwe Völker, Fermín Mayoral, Bryan J. Mowry, Bruno Etain, James B. Potash, Beata Świątkowska, Bertram Müller-Myhsok, Mikael Landén, Tracey L. Petryshen, Franziska Degenhardt, Mark Adams, Dan Rujescu, Jose Guzman-Parra, Thomas G. Schulze, Merete Nordentoft, Joseph D. Buxbaum, Janice M. Fullerton, Brien P. Riley, Roy H. Perlis, Arne E. Vaaler, David M. Hougaard, Eli A. Stahl, Susan L. McElroy, Sabrina K. Schaupp, Martin Begemann, Sandra Van der Auwera, Todd Lencz, Joanna M. Biernacka, Agnes A. Steixner-Kumar, Douglas F. Levinson, Sathish Periyasamy, Alexander Viktorin, and Anil K. Malhotra
Subjects: Genetics, 0303 health sciences, Medizin, Locus (genetics), Genomics, Biology, medicine.disease, Genetic architecture, 03 medical and health sciences, 0302 clinical medicine, Mood, medicine, Major depressive disorder, Bipolar disorder, Gene, NKAIN2 Gene, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract: BACKGROUNDSex differences in incidence and/or presentation of schizophrenia (SCZ), major depressive disorder (MDD), and bipolar disorder (BIP) are pervasive. Previous evidence for shared genetic risk and sex differences in brain abnormalities across disorders suggest possible shared sex-dependent genetic risk.METHODSWe conducted the largest to date genome-wide genotype–by–sex (GxS) interaction of risk for these disorders, using 85,735 cases (33,403 SCZ, 19,924 BIP, 32,408 MDD) and 109,946 controls from the Psychiatric Genomics Consortium (PGC) and iPSYCH.RESULTSAcross disorders, genome-wide significant SNP-by-sex interaction was detected for a locus encompassingNKAIN2(rs117780815;p=3.2×10−8), that interacts with sodium/potassium-transporting ATPase enzymes implicating neuronal excitability. Three additional loci showed evidence (p−6) for cross-disorder GxS interaction (rs7302529,p=1.6×10−7; rs73033497,p=8.8×10−7; rs7914279,p=6.4×10−7) implicating various functions. Gene-based analyses identified GxS interaction across disorders (p=8.97×10−7) with transcriptional inhibitorSLTM. Most significant in SCZ was aMOCOSgene locus (rs11665282;p=1.5×10−7), implicating vascular endothelial cells. Secondary analysis of the PGC-SCZ dataset detected an interaction (rs13265509;p=1.1×10−7) in a locus containingIDO2, a kynurenine pathway enzyme with immunoregulatory functions implicated in SCZ, BIP, and MDD. Pathway enrichment analysis detected significant GxS of genes regulating vascular endothelial growth factor (VEGF) receptor signaling in MDD (pFDRCONCLUSIONSIn the largest genome-wide GxS analysis of mood and psychotic disorders to date, there was substantial genetic overlap between the sexes. However, significant sex-dependent effects were enriched for genes related to neuronal development, immune and vascular functions across and within SCZ, BIP, and MDD at the variant, gene, and pathway enrichment levels.
Published: 2022

4. Dissecting the Shared Genetic Architecture of Suicide Attempt, Psychiatric Disorders, and Known Risk Factors

Author: Niamh Mullins, JooEun Kang, Adrian I. Campos, Jonathan R.I. Coleman, Alexis C. Edwards, Hanga Galfalvy, Daniel F. Levey, Adriana Lori, Andrey Shabalin, Anna Starnawska, Mei-Hsin Su, Hunna J. Watson, Mark Adams, Swapnil Awasthi, Michael Gandal, Jonathan D. Hafferty, Akitoyo Hishimoto, Minsoo Kim, Satoshi Okazaki, Ikuo Otsuka, Stephan Ripke, Erin B. Ware, Andrew W. Bergen, Wade H. Berrettini, Martin Bohus, Harry Brandt, Xiao Chang, Wei J. Chen, Hsi-Chung Chen, Steven Crawford, Scott Crow, Emily DiBlasi, Philibert Duriez, Fernando Fernández-Aranda, Manfred M. Fichter, Steven Gallinger, Stephen J. Glatt, Philip Gorwood, Yiran Guo, Hakon Hakonarson, Katherine A. Halmi, Hai-Gwo Hwu, Sonia Jain, Stéphane Jamain, Susana Jiménez-Murcia, Craig Johnson, Allan S. Kaplan, Walter H. Kaye, Pamela K. Keel, James L. Kennedy, Kelly L. Klump, Dong Li, Shih-Cheng Liao, Klaus Lieb, Lisa Lilenfeld, Chih-Min Liu, Pierre J. Magistretti, Christian R. Marshall, James E. Mitchell, Eric T. Monson, Richard M. Myers, Dalila Pinto, Abigail Powers, Nicolas Ramoz, Stefan Roepke, Vsevolod Rozanov, Stephen W. Scherer, Christian Schmahl, Marcus Sokolowski, Michael Strober, Laura M. Thornton, Janet Treasure, Ming T. Tsuang, Stephanie H. Witt, D. Blake Woodside, Zeynep Yilmaz, Lea Zillich, Rolf Adolfsson, Ingrid Agartz, Tracy M. Air, Martin Alda, Lars Alfredsson, Ole A. Andreassen, Adebayo Anjorin, Vivek Appadurai, María Soler Artigas, Sandra Van der Auwera, M. Helena Azevedo, Nicholas Bass, Claiton H.D. Bau, Bernhard T. Baune, Frank Bellivier, Klaus Berger, Joanna M. Biernacka, Tim B. Bigdeli, Elisabeth B. Binder, Michael Boehnke, Marco P. Boks, Rosa Bosch, David L. Braff, Richard Bryant, Monika Budde, Enda M. Byrne, Wiepke Cahn, Miguel Casas, Enrique Castelao, Jorge A. Cervilla, Boris Chaumette, Sven Cichon, Aiden Corvin, Nicholas Craddock, David Craig, Franziska Degenhardt, Srdjan Djurovic, Howard J. Edenberg, Ayman H. Fanous, Jerome C. Foo, Andreas J. Forstner, Mark Frye, Janice M. Fullerton, Justine M. Gatt, Pablo V. Gejman, Ina Giegling, Hans J. Grabe, Melissa J. Green, Eugenio H. Grevet, Maria Grigoroiu-Serbanescu, Blanca Gutierrez, Jose Guzman-Parra, Steven P. Hamilton, Marian L. Hamshere, Annette Hartmann, Joanna Hauser, Stefanie Heilmann-Heimbach, Per Hoffmann, Marcus Ising, Ian Jones, Lisa A. Jones, Lina Jonsson, René S. Kahn, John R. Kelsoe, Kenneth S. Kendler, Stefan Kloiber, Karestan C. Koenen, Manolis Kogevinas, Bettina Konte, Marie-Odile Krebs, Mikael Landén, Jacob Lawrence, Marion Leboyer, Phil H. Lee, Douglas F. Levinson, Calwing Liao, Jolanta Lissowska, Susanne Lucae, Fermin Mayoral, Susan L. McElroy, Patrick McGrath, Peter McGuffin, Andrew McQuillin, Sarah E. Medland, Divya Mehta, Ingrid Melle, Yuri Milaneschi, Philip B. Mitchell, Esther Molina, Gunnar Morken, Preben Bo Mortensen, Bertram Müller-Myhsok, Caroline Nievergelt, Vishwajit Nimgaonkar, Markus M. Nöthen, Michael C. O’Donovan, Roel A. Ophoff, Michael J. Owen, Carlos Pato, Michele T. Pato, Brenda W.J.H. Penninx, Jonathan Pimm, Giorgio Pistis, James B. Potash, Robert A. Power, Martin Preisig, Digby Quested, Josep Antoni Ramos-Quiroga, Andreas Reif, Marta Ribasés, Vanesa Richarte, Marcella Rietschel, Margarita Rivera, Andrea Roberts, Gloria Roberts, Guy A. Rouleau, Diego L. Rovaris, Dan Rujescu, Cristina Sánchez-Mora, Alan R. Sanders, Peter R. Schofield, Thomas G. Schulze, Laura J. Scott, Alessandro Serretti, Jianxin Shi, Stanley I. Shyn, Lea Sirignano, Pamela Sklar, Olav B. Smeland, Jordan W. Smoller, Edmund J.S. Sonuga-Barke, Gianfranco Spalletta, John S. Strauss, Beata Świątkowska, Maciej Trzaskowski, Gustavo Turecki, Laura Vilar-Ribó, John B. Vincent, Henry Völzke, James T.R. Walters, Cynthia Shannon Weickert, Thomas W. Weickert, Myrna M. Weissman, Leanne M. Williams, Naomi R. Wray, Clement C. Zai, Allison E. Ashley-Koch, Jean C. Beckham, Elizabeth R. Hauser, Michael A. Hauser, Nathan A. Kimbrel, Jennifer H. Lindquist, Benjamin McMahon, David W. Oslin, Xuejun Qin, Esben Agerbo, Anders D. Børglum, Gerome Breen, Annette Erlangsen, Tõnu Esko, Joel Gelernter, David M. Hougaard, Ronald C. Kessler, Henry R. Kranzler, Qingqin S. Li, Nicholas G. Martin, Andrew M. McIntosh, Ole Mors, Merete Nordentoft, Catherine M. Olsen, David Porteous, Robert J. Ursano, Danuta Wasserman, Thomas Werge, David C. Whiteman, Cynthia M. Bulik, Hilary Coon, Ditte Demontis, Anna R. Docherty, Po-Hsiu Kuo, Cathryn M. Lewis, J. John Mann, Miguel E. Rentería, Daniel J. Smith, Eli A. Stahl, Murray B. Stein, Fabian Streit, Virginia Willour, Douglas M. Ruderfer, Manuel Mattheisen, Abdel Abdellaoui, Mark J. Adams, Till F.M. Andlauer, Silviu-Alin Bacanu, Marie Bækvad-Hansen, Aartjan T.F. Beekman, Julien Bryois, Henriette N. Buttenschøn, Jonas Bybjerg-Grauholm, Na Cai, Jane Hvarregaard Christensen, Toni-Kim Clarke, Lucía Colodro-Conde, Baptiste Couvy-Duchesne, Nick Craddock, Gregory E. Crawford, Gail Davies, Eske M. Derks, Nese Direk, Conor V. Dolan, Erin C. Dunn, Thalia C. Eley, Valentina Escott-Price, Farnush Farhadi Hassan Kiadeh, Hilary K. Finucane, Josef Frank, Héléna A. Gaspar, Michael Gill, Fernando S. Goes, Scott D. Gordon, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Yang Wu, Hualin S. Xi, Jian Yang, Futao Zhang, Volker Arolt, Dorret I. Boomsma, Udo Dannlowski, E.J.C. de Geus, J. Raymond Depaulo, Enrico Domenici, Katharina Domschke, Jakob Grove, Lynsey S. Hall, Christine Søholm Hansen, Thomas F. Hansen, Stefan Herms, Ian B. Hickie, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, David M. Howard, Rick Jansen, Eric Jorgenson, James A. Knowles, Isaac S. Kohane, Julia Kraft, Warren W. Kretzschmar, Zoltán Kutalik, Yihan Li, Penelope A. Lind, Donald J. MacIntyre, Dean F. MacKinnon, Robert M. Maier, Wolfgang Maier, Jonathan Marchini, Hamdi Mbarek, Christel M. Middeldorp, Evelin Mihailov, Lili Milani, Francis M. Mondimore, Grant W. Montgomery, Sara Mostafavi, Matthias Nauck, Bernard Ng, Michel G. Nivard, Dale R. Nyholt, Paul F. O’Reilly, Hogni Oskarsson, Caroline Hayward, Andrew C. Heath, Glyn Lewis, Pamela A.F. Madden, Patrik K. Magnusson, Andres Metspalu, Sara A. Paciga, Nancy L. Pedersen, Jodie N. Painter, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Roseann E. Peterson, Wouter J. Peyrot, Danielle Posthuma, Jorge A. Quiroz, Per Qvist, John P. Rice, Brien P. Riley, Saira Saeed Mirza, Robert Schoevers, Eva C. Schulte, Ling Shen, Engilbert Sigurdsson, Grant C.B. Sinnamon, Johannes H. Smit, Hreinn Stefansson, Stacy Steinberg, Jana Strohmaier, Katherine E. Tansey, Henning Teismann, Alexander Teumer, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Matthew Traylor, Jens Treutlein, Vassily Trubetskoy, André G. Uitterlinden, Daniel Umbricht, Albert M. van Hemert, Alexander Viktorin, Peter M. Visscher, Yunpeng Wang, Bradley T. Webb, Roy H. Perlis, David J. Porteous, Catherine Schaefer, Kari Stefansson, Henning Tiemeier, Rudolf Uher, Patrick F. Sullivan, Kevin S. O’Connell, Brandon Coombes, Zhen Qiao, Thomas D. Als, Sigrid Børte, Alexander W. Charney, Ole Kristian Drange, Michael J. Gandal, Saskia P. Hagenaars, Masashi Ikeda, Nolan Kamitaki, Kristi Krebs, Georgia Panagiotaropoulou, Brian M. Schilder, Laura G. Sloofman, Bendik S. Winsvold, Hong-Hee Won, Liliya Abramova, Kristina Adorjan, Mariam Al Eissa, Diego Albani, Ney Alliey-Rodriguez, Verneri Antilla, Anastasia Antoniou, Ji Hyun Baek, Michael Bauer, Eva C. Beins, Sarah E. Bergen, Armin Birner, Erlend Bøen, Murielle Brum, Ben M. Brumpton, Nathalie Brunkhorst-Kanaan, William Byerley, Murray Cairns, Miquel Casas, Pablo Cervantes, Cristiana Cruceanu, Alfredo Cuellar-Barboza, Julie Cunningham, David Curtis, Piotr M. Czerski, Anders M. Dale, Nina Dalkner, Friederike S. David, Amanda L. Dobbyn, Athanassios Douzenis, Torbjørn Elvsåshagen, I. Nicol Ferrier, Alessia Fiorentino, Tatiana M. Foroud, Liz Forty, Oleksandr Frei, Nelson B. Freimer, Louise Frisén, Katrin Gade, Julie Garnham, Ian R. Gizer, Katherine Gordon-Smith, Tiffany A. Greenwood, José Guzman-Parra, Kyooseob Ha, Magnus Haraldsson, Martin Hautzinger, Urs Heilbronner, Dennis Hellgren, Peter A. Holmans, Laura Huckins, Jessica S. Johnson, Janos L. Kalman, Yoichiro Kamatani, Sarah Kittel-Schneider, Maria Koromina, Thorsten M. Kranz, Michiaki Kubo, Ralph Kupka, Steven A. Kushner, Catharina Lavebratt, Markus Leber, Heon-Jeong Lee, Shawn E. Levy, Catrin Lewis, Martin Lundberg, Sigurdur H. Magnusson, Adam Maihofer, Dolores Malaspina, Eirini Maratou, Lina Martinsson, Nathaniel W. McGregor, James D. McKay, Helena Medeiros, Vincent Millischer, Jennifer L. Moran, Derek W. Morris, Thomas W. Mühleisen, Niamh O’Brien, Claire O’Donovan, Loes M. Olde Loohuis, Lilijana Oruc, Sergi Papiol, Antonio F. Pardiñas, Amy Perry, Andrea Pfennig, Evgenia Porichi, Towfique Raj, Mark H. Rapaport, J. Raymond DePaulo, Eline J. Regeer, Fabio Rivas, Julian Roth, Panos Roussos, Fanny Senner, Sally Sharp, Paul D. Shilling, Claire Slaney, Janet L. Sobell, Maria Soler Artigas, Anne T. Spijker, Dan J. Stein, Chikashi Terao, Claudio Toma, Paul Tooney, Evangelia-Eirini Tsermpini, Marquis P. Vawter, Helmut Vedder, Simon Xi, Wei Xu, Jessica Mei Kay Yang, Allan H. Young, Hannah Young, Peter P. Zandi, Hang Zhou, null HUNT All-In Psychiatry, Gulja Babadjanova, Lena Backlund, Susanne Bengesser, Douglas H.R. Blackwood, Vaughan J. Carr, Stanley Catts, Dimitris Dikeos, Bruno Etain, Panagiotis Ferentinos, Micha Gawlik, Elliot S. Gershon, Frans Henskens, Jan Hillert, Kyung Sue Hong, Christina M. Hultman, Kristian Hveem, Nakao Iwata, Assen V. Jablensky, George Kirov, Christine Lochner, Carmel Loughland, Carol A. Mathews, Francis J. McMahon, Patricia Michie, Bryan Mowry, Benjamin M. Neale, Caroline M. Nievergelt, Ketil J. Oedegaard, Tomas Olsson, Chris Pantelis, George P. Patrinos, Eva Z. Reininghaus, Takeo Saito, Ulrich Schall, Martin Schalling, Rodney J. Scott, Eystein Stordal, Arne E. Vaaler, Eduard Vieta, Irwin D. Waldman, John-Anker Zwart, John I. Nurnberger, Arianna Di Florio, Roger A.H. Adan, Tetsuya Ando, Harald Aschauer, Jessica H. Baker, Vladimir Bencko, Andreas Birgegård, Joseph M. Boden, Ilka Boehm, Claudette Boni, Vesna Boraska Perica, Katharina Buehren, Roland Burghardt, Laura Carlberg, Matteo Cassina, Maurizio Clementi, Roger D. Cone, Philippe Courtet, James J. Crowley, Unna N. Danner, Oliver S.P. Davis, Martina de Zwaan, George Dedoussis, Daniela Degortes, Janiece E. DeSocio, Danielle M. Dick, Christian Dina, Monika Dmitrzak-Weglarz, Elisa Docampo Martinez, Laramie E. Duncan, Karin Egberts, Morten Mattingsdal, Sara McDevitt, Ingrid Meulenbelt, Nadia Micali, James Mitchell, Karen Mitchell, Palmiero Monteleone, Alessio Maria Monteleone, Melissa A. Munn-Chernoff, Benedetta Nacmias, Marie Navratilova, Ioanna Ntalla, Julie K. O’Toole, Leonid Padyukov, Aarno Palotie, Jacques Pantel, Hana Papezova, Richard Parker, John F. Pearson, Stefan Ehrlich, Geòrgia Escaramís, Thomas Espeseth, Xavier Estivill, Anne Farmer, Angela Favaro, Krista Fischer, James A.B. Floyd, Manuel Föcker, Lenka Foretova, Monica Forzan, Christopher S. Franklin, Giovanni Gambaro, Johanna Giuranna, Paola Giusti-Rodríquez, Fragiskos Gonidakis, Scott Gordon, Monica Gratacos Mayora, Sébastien Guillaume, Ken B. Hanscombe, Konstantinos Hatzikotoulas, Johannes Hebebrand, Sietske G. Helder, Anjali K. Henders, Beate Herpertz-Dahlmann, Wolfgang Herzog, Anke Hinney, L. John Horwood, Christopher Hübel, Liselotte V. Petersen, Kirstin L. Purves, Anu Raevuori, Ted Reichborn-Kjennerud, Valdo Ricca, Samuli Ripatti, Franziska Ritschel, Marion Roberts, Filip Rybakowski, Paolo Santonastaso, André Scherag, Ulrike Schmidt, Nicholas J. Schork, Alexandra Schosser, Jochen Seitz, Lenka Slachtova, P. Eline Slagboom, Margarita C.T. Slof-Op ‘t Landt, Agnieszka Slopien, Nicole Soranzo, Sandro Sorbi, Lorraine Southam, Vidar W. Steen, Laura M. Huckins, James I. Hudson, Hartmut Imgart, Hidetoshi Inoko, Vladimir Janout, Jennifer Jordan, Antonio Julià, Gursharan Kalsi, Deborah Kaminská, Jaakko Kaprio, Leila Karhunen, Andreas Karwautz, Martien J.H. Kas, Martin A. Kennedy, Anna Keski-Rahkonen, Kirsty Kiezebrink, Youl-Ri Kim, Katherine M. Kirk, Lars Klareskog, Gun Peggy S. Knudsen, Janne T. Larsen, Stephanie Le Hellard, Virpi M. Leppä, Paul Lichtenstein, Bochao Danae Lin, Astri Lundervold, Jurjen Luykx, Mario Maj, Katrin Mannik, Sara Marsal, Garret D. Stuber, Jin P. Szatkiewicz, Ioanna Tachmazidou, Elena Tenconi, Alfonso Tortorella, Federica Tozzi, Artemis Tsitsika, Marta Tyszkiewicz-Nwafor, Konstantinos Tziouvas, Annemarie A. van Elburg, Eric F. van Furth, Tracey D. Wade, Gudrun Wagner, Esther Walton, H. Erich Wichmann, Elisabeth Widen, Shuyang Yao, Eleftheria Zeggini, Stephanie Zerwas, Stephan Zipfel, Martin Jungkunz, Lydie Dietl, Cornelia E. Schwarze, Norbert Dahmen, Björn H. Schott, Arian Mobascher, Silvia Crivelli, Michelle F. Dennis, Phillip D. Harvey, Bruce W. Carter, Jennifer E. Huffman, Daniel Jacobson, Ravi Madduri, Maren K. Olsen, John Pestian, J. Michael Gaziano, Sumitra Muralidhar, Rachel Ramoni, Jean Beckham, Kyong-Mi Chang, Christopher J. O’Donnell, Philip S. Tsao, James Breeling, Grant Huang, J.P. Casas Romero, Jennifer Moser, Stacey B. Whitbourne, Jessica V. Brewer, Mihaela Aslan, Todd Connor, Dean P. Argyres, Brady Stephens, Mary T. Brophy, Donald E. Humphries, Luis E. Selva, Nhan Do, Shahpoor Shayan, Kelly Cho, Saiju Pyarajan, Elizabeth Hauser, Yan Sun, Hongyu Zhao, Peter Wilson, Rachel McArdle, Louis Dellitalia, Kristin Mattocks, John Harley, Clement J. Zablocki, Jeffrey Whittle, Frank Jacono, Salvador Gutierrez, Gretchen Gibson, Kimberly Hammer, Laurence Kaminsky, Gerardo Villareal, Scott Kinlay, Junzhe Xu, Mark Hamner, Roy Mathew, Sujata Bhushan, Pran Iruvanti, Michael Godschalk, Zuhair Ballas, Douglas Ivins, Stephen Mastorides, Jonathan Moorman, Saib Gappy, Jon Klein, Nora Ratcliffe, Hermes Florez, Olaoluwa Okusaga, Maureen Murdoch, Peruvemba Sriram, Shing Shing Yeh, Neeraj Tandon, Darshana Jhala, Samuel Aguayo, David Cohen, Satish Sharma, Suthat Liangpunsakul, Kris Ann Oursler, Mary Whooley, Sunil Ahuja, Joseph Constans, Paul Meyer, Jennifer Greco, Michael Rauchman, Richard Servatius, Melinda Gaddy, Agnes Wallbom, Timothy Morgan, Todd Stapley, Scott Sherman, George Ross, Philip Tsao, Patrick Strollo, Edward Boyko, Laurence Meyer, Samir Gupta, Mostaqul Huq, Joseph Fayad, Adriana Hung, Jack Lichy, Robin Hurley, Brooks Robey, Robert Striker, Dietl, Lydie, Schwarze, Cornelia E., Dahmen, Norbert, Schott, Björn H., Nöthen, Markus M., Ripke, Stephan, Mobascher, Arian, Rujescu, Dan, Lieb, Klaus, Roepke, Stefan, Schmahl, Christian, Bohus, Martin, Rietschel, Marcella, Crivelli, Silvia, Dennis, Michelle F., Harvey, Phillip D., Carter, Bruce W., Huffman, Jennifer E., Jacobson, Daniel, Madduri, Ravi, Olsen, Maren K., Pestian, John, Gaziano, J. Michael, Muralidhar, Sumitra, Ramoni, Rachel, Beckham, Jean, Chang, Kyong-Mi, O'Donnell, Christopher J., Tsao, Philip S., Breeling, James, Huang, Grant, Romero, J. P. Casas, Moser, Jennifer, Whitbourne, Stacey B., Brewer, Jessica V., Aslan, Mihaela, Connor, Todd, Argyres, Dean P., Stephens, Brady, Brophy, Mary T., Humphries, Donald E., Selva, Luis E., Do, Nhan, Shayan, Shahpoor, Cho, Kelly, Pyarajan, Saiju, Hauser, Elizabeth, Sun, Yan, Zhao, Hongyu, Wilson, Peter, McArdle, Rachel, Dellitalia, Louis, Mattocks, Kristin, Harley, John, Zablocki, Clement J., Whittle, Jeffrey, Jacono, Frank, Gutierrez, Salvador, Gibson, Gretchen, Hammer, Kimberly, Kaminsky, Laurence, Villareal, Gerardo, Kinlay, Scott, Xu, Junzhe, Hamner, Mark, Mathew, Roy, Bhushan, Sujata, Iruvanti, Pran, Godschalk, Michael, Ballas, Zuhair, Ivins, Douglas, Mastorides, Stephen, Moorman, Jonathan, Gappy, Saib, Klein, Jon, Ratcliffe, Nora, Florez, Hermes, Okusaga, Olaoluwa, Murdoch, Maureen, Sriram, Peruvemba, Yeh, Shing Shing, Tandon, Neeraj, Jhala, Darshana, Aguayo, Samuel, Cohen, David, Sharma, Satish, Liangpunsakul, Suthat, Oursler, Kris Ann, Whooley, Mary, Ahuja, Sunil, Constans, Joseph, Meyer, Paul, Greco, Jennifer, Rauchman, Michael, Servatius, Richard, Gaddy, Melinda, Wallbom, Agnes, Morgan, Timothy, Stapley, Todd, Sherman, Scott, Ross, George, Tsao, Philip, Strollo, Patrick, Boyko, Edward, Meyer, Laurence, Gupta, Samir, Huq, Mostaqul, Fayad, Joseph, Hung, Adriana, Lichy, Jack, Hurley, Robin, Robey, Brooks, Striker, Robert, Wray, Naomi R., Mattheisen, Manuel, Trzaskowski, Maciej, Byrne, Enda M., Abdellaoui, Abdel, Adams, Mark J., Agerbo, Esben, Air, Tracy M., Andlauer, Till F. M., Bacanu, Silviu-Alin, Bækvad-Hansen, Marie, Beekman, Aartjan T. F., Bigdeli, Tim B., Binder, Elisabeth B., Bryois, Julien, Buttenschøn, Henriette N., Bybjerg-Grauholm, Jonas, Cai, Na, Castelao, Enrique, Christensen, Jane Hvarregaard, Clarke, Toni-Kim, Coleman, Jonathan R. I., Colodro-Conde, Lucía, Couvy-Duchesne, Baptiste, Craddock, Nick, Crawford, Gregory E., Davies, Gail, Degenhardt, Franziska, Derks, Eske M., Direk, Nese, Dolan, Conor V., Dunn, Erin C., Eley, Thalia C., Escott-Price, Valentina, Hassan Kiadeh, Farnush Farhadi, Finucane, Hilary K., Foo, Jerome C., Forstner, Andreas J., Frank, Josef, Gaspar, Héléna A., Gill, Michael, Goes, Fernando S., Gordon, Scott D., Weinsheimer, Shantel Marie, Wellmann, Jürgen, Willemsen, Gonneke, Witt, Stephanie H., Wu, Yang, Xi, Hualin S., Yang, Jian, Zhang, Futao, Arolt, Volker, Baune, Bernhard T., Berger, Klaus, Boomsma, Dorret I., Cichon, Sven, Dannlowski, Udo, de Geus, E. J. C., DePaulo, J. Raymond, Domenici, Enrico, Domschke, Katharina, Esko, Tõnu, Grabe, Hans J., Hamilton, Steven P., Grove, Jakob, Hall, Lynsey S., Hansen, Christine Søholm, Hansen, Thomas F., Herms, Stefan, Hickie, Ian B., Hoffmann, Per, Homuth, Georg, Horn, Carsten, Hottenga, Jouke-Jan, Hougaard, David M., Howard, David M., Ising, Marcus, Jansen, Rick, Jones, Ian, Jones, Lisa A., Jorgenson, Eric, Knowles, James A., Kohane, Isaac S., Kraft, Julia, Kretzschmar, Warren W., Kutalik, Zoltán, Li, Yihan, Lind, Penelope A., MacIntyre, Donald J., MacKinnon, Dean F., Maier, Robert M., Maier, Wolfgang, Marchini, Jonathan, Mbarek, Hamdi, McGrath, Patrick, McGuffin, Peter, Medland, Sarah E., Mehta, Divya, Middeldorp, Christel M., Mihailov, Evelin, Milaneschi, Yuri, Milani, Lili, Mondimore, Francis M., Montgomery, Grant W., Mostafavi, Sara, Mullins, Niamh, Nauck, Matthias, Ng, Bernard, Nivard, Michel G., Nyholt, Dale R., O'Reilly, Paul F., Oskarsson, Hogni, Hayward, Caroline, Heath, Andrew C., Kendler, Kenneth S., Kloiber, Stefan, Lewis, Glyn, Li, Qingqin S., Lucae, Susanne, Madden, Pamela A. F., Magnusson, Patrik K., Martin, Nicholas G., McIntosh, Andrew M., Metspalu, Andres, Mors, Ole, Mortensen, Preben Bo, Müller-Myhsok, Bertram, Nordentoft, Merete, O'Donovan, Michael C., Paciga, Sara A., Pedersen, Nancy L., Owen, Michael J., Painter, Jodie N., Pedersen, Carsten Bøcker, Pedersen, Marianne Giørtz, Peterson, Roseann E., Peyrot, Wouter J., Pistis, Giorgio, Posthuma, Danielle, Quiroz, Jorge A., Qvist, Per, Rice, John P., Riley, Brien P., Rivera, Margarita, Mirza, Saira Saeed, Schoevers, Robert, Schulte, Eva C., Shen, Ling, Shi, Jianxin, Shyn, Stanley I., Sigurdsson, Engilbert, Sinnamon, Grant C. B., Smit, Johannes H., Smith, Daniel J., Stefansson, Hreinn, Steinberg, Stacy, Streit, Fabian, Strohmaier, Jana, Tansey, Katherine E., Teismann, Henning, Teumer, Alexander, Thompson, Wesley, Thomson, Pippa A., Thorgeirsson, Thorgeir E., Traylor, Matthew, Treutlein, Jens, Trubetskoy, Vassily, Uitterlinden, André G., Umbricht, Daniel, Van der Auwera, Sandra, van Hemert, Albert M., Viktorin, Alexander, Visscher, Peter M., Wang, Yunpeng, Webb, Bradley T., Penninx, Brenda W. J. 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F., Ehrlich, S., Escaramis, G., Espeseth, T., Estivill, X., Farmer, A., Favaro, A., Fischer, K., Floyd, J. A. B., Focker, M., Foretova, L., Forzan, M., Franklin, C. S., Gambaro, G., Giuranna, J., Giusti-Rodriquez, P., Gonidakis, F., Gordon, S., Mayora, M. G., Guillaume, S., Hanscombe, K. B., Hatzikotoulas, K., Hebebrand, J., Helder, S. G., Henders, A. K., Herpertz-Dahlmann, B., Herzog, W., Hinney, A., Horwood, L. J., Hubel, C., Petersen, L. V., Purves, K. L., Raevuori, A., Reichborn-Kjennerud, T., Ricca, V., Ripatti, S., Ritschel, F., Roberts, M., Rybakowski, F., Santonastaso, P., Scherag, A., Schmidt, U., Schork, N. J., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P. E., Slof-Op 't Landt, M. C. T., Slopien, A., Soranzo, N., Sorbi, S., Southam, L., Steen, V. W., Huckins, L. M., Hudson, J. I., Imgart, H., Inoko, H., Janout, V., Jordan, J., Julia, A., Kalsi, G., Kaminska, D., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M. J. H., Kennedy, M. A., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y. -R., Kirk, K. M., Klareskog, L., Knudsen, G. P. S., Larsen, J. T., Le Hellard, S., Leppa, V. M., Lichtenstein, P., Lin, B. D., Lundervold, A., Luykx, J., Maj, M., Mannik, K., Marsal, S., Stuber, G. D., Szatkiewicz, J. P., Tachmazidou, I., Tenconi, E., Tortorella, A., Tozzi, F., Tsitsika, A., Tyszkiewicz-Nwafor, M., Tziouvas, K., van Elburg, A. A., van Furth, E. F., Wade, T. D., Wagner, G., Walton, E., Whiteman, D. C., Wichmann, H. E., Widen, E., Yao, S., Zeggini, E., Zerwas, S., Zipfel, S., Jungkunz, M., Dietl, L., Schwarze, C. E., Dahmen, N., Schott, B. H., Mobascher, A., Crivelli, S., Dennis, M. F., Harvey, P. D., Carter, B. W., Huffman, J. E., Jacobson, D., Madduri, R., Olsen, M. K., Pestian, J., Gaziano, J. M., Muralidhar, S., Ramoni, R., Beckham, J., Chang, K. -M., O'Donnell, C. J., Tsao, P. S., Breeling, J., Huang, G., Romero, J. P. C., Moser, J., Whitbourne, S. B., Brewer, J. V., Aslan, M., Connor, T., Argyres, D. P., Stephens, B., Brophy, M. T., Humphries, D. E., Selva, L. E., Do, N., Shayan, S., Cho, K., Pyarajan, S., Hauser, E., Sun, Y., Zhao, H., Wilson, P., Mcardle, R., Dellitalia, L., Mattocks, K., Harley, J., Zablocki, C. J., Whittle, J., Jacono, F., Gutierrez, S., Gibson, G., Hammer, K., Kaminsky, L., Villareal, G., Kinlay, S., Xu, J., Hamner, M., Mathew, R., Bhushan, S., Iruvanti, P., Godschalk, M., Ballas, Z., Ivins, D., Mastorides, S., Moorman, J., Gappy, S., Klein, J., Ratcliffe, N., Florez, H., Okusaga, O., Murdoch, M., Sriram, P., Yeh, S. S., Tandon, N., Jhala, D., Aguayo, S., Cohen, D., Sharma, S., Liangpunsakul, S., Oursler, K. A., Whooley, M., Ahuja, S., Constans, J., Meyer, P., Greco, J., Rauchman, M., Servatius, R., Gaddy, M., Wallbom, A., Morgan, T., Stapley, T., Sherman, S., Ross, G., Tsao, P., Strollo, P., Boyko, E., Meyer, L., Gupta, S., Huq, M., Fayad, J., Hung, A., Lichy, J., Hurley, R., Robey, B., Striker, R., Erlangsen, A., Kessler, R. C., Porteous, D., Ursano, R. J., Wasserman, D., Coon, H., Demontis, D., Docherty, A. R., Kuo, P. -H., Mann, J. J., Renteria, M. E., Stein, M. B., Willour, V., Psychiatry, Biological Psychology, APH - Methodology, APH - Mental Health, APH - Health Behaviors & Chronic Diseases, AMS - Sports, AMS - Ageing & Vitality, APH - Personalized Medicine, Amsterdam Neuroscience - Complex Trait Genetics, Complex Trait Genetics, Institute for Molecular Medicine Finland, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Genomics of Neurological and Neuropsychiatric Disorders, HUS Psychiatry, Department of Public Health, Clinicum, Nuorisopsykiatria, Faculty Common Matters (Faculty of Social Sciences), Samuli Olli Ripatti / Principal Investigator, Complex Disease Genetics, Biostatistics Helsinki, Anna Keski-Rahkonen / Principal Investigator, Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, Internal medicine, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Digital Health, Mullins N., Kang J., Campos A.I., Coleman J.R.I., Edwards 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Milaneschi Y., Mitchell P.B., Molina E., Morken G., Mortensen P.B., Muller-Myhsok B., Nievergelt C., Nimgaonkar V., Nothen M.M., O'Donovan M.C., Ophoff R.A., Owen M.J., Pato C., Pato M.T., Penninx B.W.J.H., Pimm J., Pistis G., Potash J.B., Power R.A., Preisig M., Quested D., Ramos-Quiroga J.A., Reif A., Ribases M., Richarte V., Rietschel M., Rivera M., Roberts A., Roberts G., Rouleau G.A., Rovaris D.L., Rujescu D., Sanchez-Mora C., Sanders A.R., Schofield P.R., Schulze T.G., Scott L.J., Serretti A., Shi J., Shyn S.I., Sirignano L., Sklar P., Smeland O.B., Smoller J.W., Sonuga-Barke E.J.S., Spalletta G., Strauss J.S., Swiatkowska B., Trzaskowski M., Turecki G., Vilar-Ribo L., Vincent J.B., Volzke H., Walters J.T.R., Shannon Weickert C., Weickert T.W., Weissman M.M., Williams L.M., Wray N.R., Zai C.C., Ashley-Koch A.E., Beckham J.C., Hauser E.R., Hauser M.A., Kimbrel N.A., Lindquist J.H., McMahon B., Oslin D.W., Qin X., Mattheisen M., Abdellaoui A., Adams M.J., Agerbo E., Andlauer T.F.M., Bacanu S.-A., Baekvad-Hansen M., Beekman A.T.F., Bryois J., Buttenschon H.N., Bybjerg-Grauholm J., Cai N., Christensen J.H., Clarke T.-K., Colodro-Conde L., Couvy-Duchesne B., Crawford G.E., Davies G., Derks E.M., Direk N., Dolan C.V., Dunn E.C., Eley T.C., Escott-Price V., Hassan Kiadeh F.F., Finucane H.K., Frank J., Gaspar H.A., Gill M., Goes F.S., Gordon S.D., Weinsheimer S.M., Wellmann J., Willemsen G., Wu Y., Xi H.S., Yang J., Zhang F., Arolt V., Boomsma D.I., Dannlowski U., de Geus E.J.C., Depaulo J.R., Domenici E., Domschke K., Esko T., Grove J., Hall L.S., Hansen C.S., Hansen T.F., Herms S., Hickie I.B., Homuth G., Horn C., Hottenga J.-J., Hougaard D.M., Howard D.M., Jansen R., Jorgenson E., Knowles J.A., Kohane I.S., Kraft J., Kretzschmar W.W., Kutalik Z., Li Y., Lind P.A., MacIntyre D.J., MacKinnon D.F., Maier R.M., Maier W., Marchini J., Mbarek H., Middeldorp C.M., Mihailov E., Milani L., Mondimore F.M., Montgomery G.W., Mostafavi S., Nauck M., Ng B., Nivard M.G., Nyholt D.R., O'Reilly P.F., Oskarsson H., Hayward C., Heath A.C., Lewis G., Li Q.S., Madden P.A.F., Magnusson P.K., Martin N.G., McIntosh A.M., Metspalu A., Mors O., Nordentoft M., Paciga S.A., Pedersen N.L., Painter J.N., Pedersen C.B., Pedersen M.G., Peterson R.E., Peyrot W.J., Posthuma D., Quiroz J.A., Qvist P., Rice J.P., Riley B.P., Mirza S.S., Schoevers R., Schulte E.C., Shen L., Sigurdsson E., Sinnamon G.C.B., Smit J.H., Smith D.J., Stefansson H., Steinberg S., 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., der Auwera S.V., van Hemert A.M., Viktorin A., Visscher P.M., Wang Y., Webb B.T., Perlis R.H., Porteous D.J., Schaefer C., Stefansson K., Tiemeier H., Uher R., Werge T., Lewis C.M., Breen G., Borglum A.D., Sullivan P.F., O'Connell K.S., Coombes B., Qiao Z., Als T.D., Borte S., Charney A.W., Drange O.K., Gandal M.J., Hagenaars S.P., Ikeda M., Kamitaki N., Krebs K., Panagiotaropoulou G., Schilder B.M., Sloofman L.G., Winsvold B.S., Won H.-H., Abramova L., Adorjan K., Al Eissa M., Albani D., Alliey-Rodriguez N., Antilla V., Antoniou A., Baek J.H., Bauer M., Beins E.C., Bergen S.E., Birner A., Boen E., Brum M., Brumpton B.M., Brunkhorst-Kanaan N., Byerley W., Cairns M., Cervantes P., Cruceanu C., Cuellar-Barboza A., Cunningham J., Curtis D., Czerski P.M., Dale A.M., Dalkner N., David F.S., Dobbyn A.L., Douzenis A., Elvsashagen T., Ferrier I.N., Fiorentino A., Foroud T.M., Forty L., Frei O., Freimer N.B., Frisen L., Gade K., Garnham J., Gelernter J., Gizer I.R., Gordon-Smith K., Greenwood T.A., Ha K., Haraldsson M., Hautzinger M., Heilbronner U., Hellgren D., Holmans P.A., Huckins L., Johnson J.S., Kalman J.L., Kamatani Y., Kittel-Schneider S., Koromina M., Kranz T.M., Kranzler H.R., Kubo M., Kupka R., Kushner S.A., Lavebratt C., Leber M., Lee H.-J., Levy S.E., Lewis C., Lundberg M., Magnusson S.H., Maihofer A., Malaspina D., Maratou E., Martinsson L., McGregor N.W., McKay J.D., Medeiros H., Millischer V., Moran J.L., Morris D.W., Muhleisen T.W., O'Brien N., O'Donovan C., Olde Loohuis L.M., Oruc L., Papiol S., Pardinas A.F., Perry A., Pfennig A., Porichi E., Raj T., Rapaport M.H., Regeer E.J., Rivas F., Roth J., Roussos P., Ruderfer D.M., Senner F., Sharp S., Shilling P.D., Slaney C., Sobell J.L., Artigas M.S., Spijker A.T., Stein D.J., Terao C., Toma C., Tooney P., Tsermpini E.-E., Vawter M.P., Vedder H., Xi S., Xu W., Kay Yang J.M., Young A.H., Young H., Zandi P.P., Zhou H., HUNT All-In Psychiatry, Babadjanova G., Backlund L., Bengesser S., Blackwood D.H.R., Carr V.J., Catts S., Dikeos D., Etain B., Ferentinos P., Gawlik M., Gershon E.S., Henskens F., Hillert J., Hong K.S., Hultman C.M., Hveem K., Iwata N., Jablensky A.V., Kirov G., Lochner C., Loughland C., Mathews C.A., McMahon F.J., Michie P., Mowry B., Neale B.M., Nievergelt C.M., Oedegaard K.J., Olsson T., Pantelis C., Patrinos G.P., Reininghaus E.Z., Saito T., Schall U., Schalling M., Scott R.J., Weickert C.S., Stordal E., Vaaler A.E., Vieta E., Waldman I.D., Zwart J.-A., Nurnberger J.I., Stahl E.A., Di Florio A., Adan R.A.H., Ando T., Aschauer H., Baker J.H., Bencko V., Birgegard A., Boden J.M., Boehm I., Boni C., Perica V.B., Buehren K., Bulik C.M., Burghardt R., Carlberg L., Cassina M., Clementi M., Cone R.D., Courtet P., Crowley J.J., Danner U.N., Davis O.S.P., de Zwaan M., Dedoussis G., Degortes D., DeSocio J.E., Dick D.M., Dina C., Dmitrzak-Weglarz M., Martinez E.D., Duncan L.E., Egberts K., Mattingsdal M., McDevitt S., Meulenbelt I., Micali N., Mitchell J., Mitchell K., Monteleone P., Monteleone A.M., Munn-Chernoff M.A., Nacmias B., Navratilova M., Ntalla I., Olsen C.M., O'Toole J.K., Padyukov L., Palotie A., Pantel J., Papezova H., Parker R., Pearson J.F., Ehrlich S., Escaramis G., Espeseth T., Estivill X., Farmer A., Favaro A., Fischer K., Floyd J.A.B., Focker M., Foretova L., Forzan M., Franklin C.S., Gambaro G., Giuranna J., Giusti-Rodriquez P., Gonidakis F., Gordon S., Mayora M.G., Guillaume S., Hanscombe K.B., Hatzikotoulas K., Hebebrand J., Helder S.G., Henders A.K., Herpertz-Dahlmann B., Herzog W., Hinney A., Horwood L.J., Hubel C., Petersen L.V., Purves K.L., Raevuori A., Reichborn-Kjennerud T., Ricca V., Ripatti S., Ritschel F., Roberts M., Rybakowski F., Santonastaso P., Scherag A., Schmidt U., Schork N.J., Schosser A., Seitz J., Slachtova L., Slagboom P.E., Slof-Op 't Landt M.C.T., Slopien A., Soranzo N., Sorbi S., Southam L., Steen V.W., Huckins L.M., Hudson J.I., Imgart H., Inoko H., Janout V., Jordan J., Julia A., Kalsi G., Kaminska D., Kaprio J., Karhunen L., Karwautz A., Kas M.J.H., Kennedy M.A., Keski-Rahkonen A., Kiezebrink K., Kim Y.-R., Kirk K.M., Klareskog L., Knudsen G.P.S., Larsen J.T., Le Hellard S., Leppa V.M., Lichtenstein P., Lin B.D., Lundervold A., Luykx J., Maj M., Mannik K., Marsal S., Stuber G.D., Szatkiewicz J.P., Tachmazidou I., Tenconi E., Tortorella A., Tozzi F., Tsitsika A., Tyszkiewicz-Nwafor M., Tziouvas K., van Elburg A.A., van Furth E.F., Wade T.D., Wagner G., Walton E., Whiteman D.C., Wichmann H.E., Widen E., Yao S., Zeggini E., Zerwas S., Zipfel S., Jungkunz M., Dietl L., Schwarze C.E., Dahmen N., Schott B.H., Mobascher A., Crivelli S., Dennis M.F., Harvey P.D., Carter B.W., Huffman J.E., Jacobson D., Madduri R., Olsen M.K., Pestian J., Gaziano J.M., Muralidhar S., Ramoni R., Beckham J., Chang K.-M., O'Donnell C.J., Tsao P.S., Breeling J., Huang G., Romero J.P.C., Moser J., Whitbourne S.B., Brewer J.V., Aslan M., Connor T., Argyres D.P., Stephens B., Brophy M.T., Humphries D.E., Selva L.E., Do N., Shayan S., Cho K., Pyarajan S., Hauser E., Sun Y., Zhao H., Wilson P., McArdle R., Dellitalia L., Mattocks K., Harley J., Zablocki C.J., Whittle J., Jacono F., Gutierrez S., Gibson G., Hammer K., Kaminsky L., Villareal G., Kinlay S., Xu J., Hamner M., Mathew R., Bhushan S., Iruvanti P., Godschalk M., Ballas Z., Ivins D., Mastorides S., Moorman J., Gappy S., Klein J., Ratcliffe N., Florez H., Okusaga O., Murdoch M., Sriram P., Yeh S.S., Tandon N., Jhala D., Aguayo S., Cohen D., Sharma S., Liangpunsakul S., Oursler K.A., Whooley M., Ahuja S., Constans J., Meyer P., Greco J., Rauchman M., Servatius R., Gaddy M., Wallbom A., Morgan T., Stapley T., Sherman S., Ross G., Tsao P., Strollo P., Boyko E., Meyer L., Gupta S., Huq M., Fayad J., Hung A., Lichy J., Hurley R., Robey B., Striker R., Erlangsen A., Kessler R.C., Porteous D., Ursano R.J., Wasserman D., Coon H., Demontis D., Docherty A.R., Kuo P.-H., Mann J.J., Renteria M.E., Stein M.B., and Willour V.
Subjects: LD SCORE REGRESSION, Genome-wide association study, Suicide, Attempted, 3124 Neurology and psychiatry, 0302 clinical medicine, Risk Factors, Insomnia, Suicide attempt, GWAS, Suïcidi, Depression (differential diagnoses), Cause of death, Psychiatry, 0303 health sciences, Factors de risc en les malalties, Mental Disorders, Genetic Correlation, Genome-wide Association Study, Pleiotropy, Polygenicity, Suicide, Suicide Attempt, DEPRESSION, 3. Good health, Genetic correlation, Genome-Wide Association Study, Humans, Polymorphism, Single Nucleotide, Depressive Disorder, Major, Mental illness, Cohort, SEX, medicine.symptom, Human, medicine.medical_specialty, Risk factors in diseases, BF, Locus (genetics), BEHAVIORS, Psykiatri, EVENTS, 03 medical and health sciences, SDG 3 - Good Health and Well-being, medicine, ddc:610, GENOME-WIDE ASSOCIATION, IDEATION, Socioeconomic status, METAANALYSIS, Biological Psychiatry, 030304 developmental biology, business.industry, Risk Factor, Genetic architecture, THOUGHTS, RC0321, business, Malalties mentals, 030217 neurology & neurosurgery
Abstract: Statistical analyses were carried out on the NL Genetic Cluster Computer (http://www.geneticcluster.org) hosted by SURFsara and the Mount Sinai high performance computing cluster (http://hpc.mssm.edu), which is supported by the Office of Research Infrastructure of the National Institutes of Health (Grant Nos. S10OD018522 and S10OD026880). This work was conducted in part using the resources of the Advanced Computing Center for Research and Education at Vanderbilt University, Nashville, TN. This work was funded by the National Institutes of Health (Grant Nos. R01MH116269 and R01MH121455 [to DMR]), NIGMS of the National Institutes of Health (Grant No. T32GM007347 [to JK]), and the Brain & Behavior Research Foundation (NARSAD Young Investigator Award No. 29551 [to NM])., BACKGROUND: Suicide is a leading cause of death worldwide, and nonfatal suicide attempts, which occur far more frequently, are a major source of disability and social and economic burden. Both have substantial genetic etiology, which is partially shared and partially distinct from that of related psychiatric disorders. METHODS: We conducted a genome-wide association study (GWAS) of 29,782 suicide attempt (SA) cases and 519,961 controls in the International Suicide Genetics Consortium (ISGC). The GWAS of SA was conditioned on psychiatric disorders using GWAS summary statistics via multitrait-based conditional and joint analysis, to remove genetic effects on SA mediated by psychiatric disorders. We investigated the shared and divergent genetic architectures of SA, psychiatric disorders, and other known risk factors. RESULTS: Two loci reached genome-wide significance for SA: the major histocompatibility complex and an intergenic locus on chromosome 7, the latter of which remained associated with SA after conditioning on psychiatric disorders and replicated in an independent cohort from the Million Veteran Program. This locus has been implicated in risk-taking behavior, smoking, and insomnia. SA showed strong genetic correlation with psychiatric disorders, particularly major depression, and also with smoking, pain, risk-taking behavior, sleep disturbances, lower educational attainment, reproductive traits, lower socioeconomic status, and poorer general health. After conditioning on psychiatric disorders, the genetic correlations between SA and psychiatric disorders decreased, whereas those with nonpsychiatric traits remained largely unchanged. CONCLUSIONS: Our results identify a risk locus that contributes more strongly to SA than other phenotypes and suggest a shared underlying biology between SA and known risk factors that is not mediated by psychiatric disorders., Office of Research Infrastructure of the National Institutes of Health S10OD018522 S10OD026880, United States Department of Health & Human Services, National Institutes of Health (NIH) - USA R01MH116269 R01MH121455, NIH National Institute of General Medical Sciences (NIGMS) T32GM007347 NARSAD 29551
Published: 2022

5. Characterization of Age and Polarity at Onset in Bipolar Disorder

Author: Aiden Corvin, Maria Grigoroiu-Serbanescu, Mark Hyman Rapaport, Frederike T. Fellendorf, Urs Heilbronner, Mariam M. Al Eissa, John J Nurnberger, Claire O'Donovan, Claire Slaney, Mark A. Frye, Niamh L. O'Brien, Roland Hasler, Michael John Owen, Michael Conlon O'Donovan, Farah Klöhn-Saghatolislam, Markus M. Nöthen, Scott R. Clark, Mikael Landén, Lina Jonsson, Peter Falkai, Qingqin S. Li, Alessio Squassina, Simon Schmitt, Gustavo Turecki, Heike Anderson-Schmidt, Jonathan Repple, Sofie R. Aminoff, Eduard Vieta, Katherine Gordon-Smith, Stéphane Jamain, William Byerley, Hélène Richard-Lepouriel, Fermín Mayoral, Francis J. McMahon, Marin Veldic, Ingrid Melle, Andrew McQuillin, Nicholas Bass, Gloria Roberts, Douglas M. Ruderfer, John B. Vincent, Nelson B. Freimer, Kirov George, Wei Xu, Susan L. McElroy, Ceylan Balaban, Marco P. Boks, Franziska Degenhardt, Paul E. Croarkin, Wade H. Berrettini, Piotr M. Czerski, Fernando S. Goes, Peter P. Zandi, Sabrina K. Schaupp, Barbara W. Schweizer, Andrew M. McIntosh, Marcella Rietschel, Helena Pelin, Evelyn J. Bromet, Marion Leboyer, Ole A. Andreassen, Georgia Panagiotaropoulou, Alessia Fiorentino, Sally I. Sharp, Torbjørn Elvsåshagen, Kristina Adorjan, Monika Budde, Lisa Jones, Thomas G. Schulze, Vihra Milanova, Janos Kalman, Tim B. Bigdeli, Esther Jiménez, Abigail Ortiz, Dolores Malaspina, Kevin S. O’Connell, Sergi Papiol, Mario Maj, Tim Hahn, Frederike Stein, Jordan W. Smoller, Tomas Novak, Katrin Gade, J. Raymond DePaulo, Sarah Kittel-Schneider, Julia-Katharina Pfarr, Martin Alda, James A. Knowles, Sven Cichon, David Craig, Eli A. Stahl, William A. Scheftner, Bruno Etain, Annabel Vreeker, Guy A. Rouleau, Stephan Ripke, Clement C. Zai, Frank Bellivier, Giovanni Severino, Palmiero Monteleone, Ian Jones, Bertram Müller-Myhsok, Mark Adams, John Strauss, Philip B. Mitchell, Andreas Reif, Fabian Streit, Roel A. Ophoff, James L. Kennedy, Nils Opel, Raffaella Ardau, Paul Grof, Peter R. Schofield, Susanne Bengesser, Maria Hake, Loes M. Olde Loohuis, Joanna Pawlak, Daniela Reich-Erkelenz, Ingrid Agartz, Maria Del Zompo, Antonio Benabarre, Bernhard T. Baune, Arianna Di Florio, Ashley L. Comes, Michael Gill, Cristiana Cruceanu, Susanne Meinert, William Coryell, Alessio Maria Monteleone, Fanny Senner, Trine Vik Lagerberg, Jose Guzman-Parra, Erik Pålsson, Elliot S. Gershon, Melvin G. McInnis, Pavla Stopkova, Nikolaos Koutsouleris, René S. Kahn, Janice M. Fullerton, Howard J. Edenberg, Tilo Kircher, Nina Dalkner, Udo Dannlowski, Rolf Adolfsson, Alfonso Tortorella, Jean-Michel Aubry, James B. Potash, Catina Chillotti, Eva Z. Reininghaus, Janet L. Sobell, Thorsten M. Kranz, Tina Meller, Ayman H. Fanous, Kai Ringwald, K Oliver Schubert, Andreas J. Forstner, Till F. M. Andlauer, Helena Medeiros, Mirko Manchia, Joanna M. Biernacka, Katharina Brosch, Julie Garnham, Olav B. Smeland, Eva C. Schulte, Carlos N. Pato, Nicholas John Craddock, Srdjan Djurovic, Pablo Cervantes, Michele T. Pato, John R. Kelsoe, Claudia Pisanu, Joanna Twarowska-Hauser, and William Lawson
Subjects: 0303 health sciences, medicine.medical_specialty, business.industry, Genome-wide association study, Disease, Heritability, medicine.disease, Genetic architecture, 03 medical and health sciences, 0302 clinical medicine, Autism spectrum disorder, Schizophrenia, Internal medicine, medicine, Bipolar disorder, business, 030217 neurology & neurosurgery, 030304 developmental biology, Genetic association
Abstract: BackgroundStudying the phenotypic and genetic characteristics of age and polarity at onset (AAO, PAO) in bipolar disorder (BD) can provide new insights into disease pathology and facilitate the development of screening tools.AimsTo examine the genetic architecture of AAO and PAO and their association with BD disease characteristics.MethodsGenome-wide association studies (GWASs) and polygenic score (PGS) analyses of AAO (N=12977) and PAO (N=6773) were conducted in BD patients of 34 cohorts and a replication sample (N=2237). The association of onset with disease characteristics was investigated in two of these cohorts.ResultsEarlier AAO was associated with an increased risk of psychotic symptoms, suicidality, and fewer episodes. A depressive onset correlated with lifetime suicidality and a manic onset with delusions and manic episodes. Systematic differences in AAO between cohorts and continents of origin were observed. This was also reflected in SNV-based heritability estimates, with higher heritabilities for stricter onset definitions. Increased polygenic scores for autism spectrum disorder (β=-0.34 years, SE=0.08), major depression (β=-0.34 years, SE=0.08), schizophrenia (β=-0.39 years, SE=0.08), and educational attainment (β=-0.31 years, SE=0.08) were associated with an earlier AAO. The AAO GWAS identified one significant locus, but this finding did not replicate. Neither GWAS nor PGS analyses yielded significant associations with PAO.ConclusionsAAO and PAO are associated with indicators of BD severity. Individuals with an earlier onset show an increased polygenic liability for a broad spectrum of psychiatric traits. Systematic differences in AAO across cohorts, continents, and phenotype definitions introduce significant heterogeneity, affecting analyses.RELEVANCE STATEMENTIn the largest study to systematically characterize age at onset (N=12977) and polarity at onset (N=6773) in bipolar disorder, we describe an association between illness onset characteristics and indicators of severity, confirming their clinical relevance. Our study shows that that early illness onset is associated with genetic liability for a broad range of psychiatric disorders. However, we also highlight systematic differences in age at onset across cohorts, continents, and phenotype definitions. This heterogeneity results in reduced heritability and affects genetic analyses, underscoring the need for the development of standardized phenotype definitions.
Published: 2021

6. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: James McKay, Frank Bellivier, Mark A. Frye, Bertram Müller-Myhsok, Fermín Mayoral, I. Nicol Ferrier, Marion Leboyer, Fabian Streit, Dan J. Stein, James L. Kennedy, Christine Søholm Hansen, Scott D. Gordon, Beata Świątkowska, Valentina Escott-Price, Michael Bauer, Lina Martinsson, Donald J. MacIntyre, Oleksandr Frei, Daniel J. Smith, Sara A. Paciga, Takeo Saito, Jennifer L. Moran, Verneri Antilla, C Pantelis, Tomas Olsson, Swapnil Awasthi, Lena Backlund, Eirini Maratou, Martin Schalling, John B. Vincent, Niamh Mullins, Sarah E. Bergen, Niamh L. O'Brien, Marco P. Boks, Carsten Bøcker Pedersen, Mikael Landén, Franziska Degenhardt, Hang Zhou, Margarita Rivera, Andrew M. McIntosh, Manuel Mattheisen, Shawn Levy, Roy H. Perlis, John P. Rice, Sigurdur H. Magnusson, Amanda Dobbyn, Michael Conlon O'Donovan, Julien Bryois, Wolfgang Maier, John-Anker Zwart, J. Raymond DePaulo, Martin Alda, Laura G. Sloofman, Friederike Sophie David, James A. Knowles, Aiden Corvin, Thomas G. Schulze, Markus M. Nöthen, Nolan Kamitaki, Nina Dalkner, Brandon J. Coombes, Gustavo Turecki, Allan H. Young, Caroline M. Nievergelt, Patricia T. Michie, Ingrid Agartz, Towfique Raj, Diego Albani, Maria Grigoroiu-Serbanescu, Bernhard T. Baune, Kyooseob Ha, Vincent Millischer, Engilbert Sigurdsson, Eva C. Beins, Nicholas G. Martin, Gulja Babadjanova, Josef Frank, Eva Z. Reininghaus, Patrick F. Sullivan, Ian R. Gizer, Guy A. Rouleau, Carmel M. Loughland, Christine Lochner, Thorsten M. Kranz, Amy Perry, Arne E. Vaaler, Mariam M. Al Eissa, Simon Xi, Claire O'Donovan, Josep Antoni Ramos-Quiroga, Ketil J. Oedegaard, Helmut Vedder, Carol A. Mathews, Panagiotis Ferentinos, Tim B. Bigdeli, Derek W. Morris, Per Hoffmann, Mark Hyman Rapaport, Peter P. Zandi, Michael John Owen, Douglas M. Ruderfer, Anders D. Børglum, Catharina Lavebratt, Thorgeir E. Thorgeirsson, Paul A. Tooney, Michiaki Kubo, Steven A. Kushner, Jan Hillert, Loes M. Olde Loohuis, Anastasia Antoniou, Murielle Brum, Chikashi Terao, Nathaniel W. McGregor, Fabio Rivas, James B. Potash, Kevin S. O’Connell, Susanne Lucae, Brian M. Schilder, Katrin Gade, Stephan Ripke, Kristina Adorjan, Kari Stefansson, Tiffany A. Greenwood, Panos Roussos, Sarah Kittel-Schneider, Steven A. McCarroll, Sergi Papiol, Heon Jeong Lee, Assen Jablensky, Liliya Abramova, Dennis Hellgren, Jonas Bybjerg-Grauholm, Martin Lundberg, Hong-Hee Won, William Byerley, Lars Alfredsson, Joel Gelernter, Andrew McQuillin, Claire Slaney, Marta Ribasés, Stephanie H. Witt, Yoichiro Kamatani, Kyung Sue Hong, Marie Bækvad-Hansen, María Soler Artigas, Julie M. Cunningham, Fanny Senner, Stacy Steinberg, Paul D. Shilling, Nakao Iwata, Eystein Stordal, Armin Birner, Sarah E. Medland, Miquel Casas, Ben Michael Brumpton, Erlend Bøen, Bryan J. Mowry, Jolanta Lissowska, Francis J. McMahon, Howard J. Edenberg, Grant W. Montgomery, John I. Nurnberger, Stéphane Jamain, Claudio Toma, Ney Alliey-Rodriguez, Ole Mors, Micha Gawlik, David Curtis, Catrin Lewis, Evangelia-Eirini Tsermpini, Georgia Panagiotaropoulou, Marcella Rietschel, Jessica Yang, Ian Jones, Eduard Vieta, Ole A. Andreassen, Richard M. Myers, Dimitris Dikeos, Melissa J. Green, Janet L. Sobell, Maria Koromina, Piotr M. Czerski, Lilijana Oruc, Sven Cichon, Udo Dannlowski, Bruno Etain, Monika Budde, Alessia Fiorentino, Naomi R. Wray, Qingqin S. Li, Murray J. Cairns, Jonathan R. I. Coleman, Jose Guzman-Parra, Andreas J. Forstner, Hannah Young, Alfredo B. Cuellar-Barboza, Julian Roth, Torbjørn Elvsåshagen, Zhen Qiao, Thomas Werge, Athanassios Douzenis, Cristiana Cruceanu, Rolf Adolfsson, Peter Holmans, Vaughan J. Carr, Thomas W. Weickert, Masashi Ikeda, Joanna M. Biernacka, Lea Sirignano, Adam X. Maihofer, Ralph W. Kupka, John Strauss, Anders M. Dale, Elliot S. Gershon, Jakob Grove, Arianna Di Florio, Helena Medeiros, Ingrid Melle, Preben Bo Mortensen, Kristi Krebs, Saskia P. Hagenaars, Liz Forty, Stanley V. Catts, David M. Hougaard, Marianne Giørtz Pedersen, Andreas Reif, Toni-Kim Clarke, Anne T. Spijker, Danielle Posthuma, Manolis Kogevinas, Michael Boehnke, Rosa Bosch, Gerome Breen, Benjamin M. Neale, Jessica S. Johnson, Katherine Gordon-Smith, Cristina Sánchez-Mora, Alexander W. Charney, Henry R. Kranzler, Digby Quested, René S. Kahn, Lili Milani, Merete Nordentoft, Nathalie Brunkhorst-Kanaan, Laura M. Huckins, James T.R. Walters, Sigrid Børte, Antonio F. Pardiñas, Kristian Hveem, Julie Garnham, Jacob Lawrence, Vassily Trubetskoy, Rodney J. Scott, Nicholas Bass, Carlos N. Pato, Andrea Pfennig, Wei Xu, Calwing Liao, Nicholas John Craddock, Thomas Damm Als, Christina M. Hultman, Fernando S. Goes, Adebayo Anjorin, Evgenia Porichi, Frans Henskens, Nelson B. Freimer, Janice M. Fullerton, Cathryn M. Lewis, Srdjan Djurovic, Roel A. Ophoff, Phil Lee, Peter McGuffin, Gunnar Morken, George P. Patrinos, Alessandro Serretti, Cynthia Shannon Weickert, Pablo Cervantes, Bendik S. Winsvold, Tatiana Foroud, Tõnu Esko, Ulrich Schall, Michele T. Pato, Ji Hyun Baek, John R. Kelsoe, Olav B. Smeland, Janos Kalman, Eva C. Schulte, Joanna Hauser, Urs Heilbronner, Magnús Haraldsson, Martin Hautzinger, Lea Zillich, Eline J. Regeer, Douglas Blackwood, Laura J. Scott, Jordan W. Smoller, Michael J. Gandal, Marquis P. Vawter, Philip B. Mitchell, Ole Kristian Drange, Peter R. Schofield, Susanne Bengesser, Stefan Herms, George Kirov, Markus Leber, Louise Frisén, Thomas W. Mühleisen, Susan L. McElroy, Irwin D. Waldman, Wade H. Berrettini, Sally I. Sharp, Minsoo Kim, Lisa Jones, Eli A. Stahl, Hreinn Stefansson, Esben Agerbo, Dolores Malaspina, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Psychiatry, APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Human genetics, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Reproduction & Development (AR&D), APH - Digital Health, Mullins N., Forstner A.J., O'Connell K.S., Coombes B., Coleman J.R.I., Qiao Z., Als T.D., Bigdeli T.B., Borte S., Bryois J., Charney A.W., Drange O.K., Gandal M.J., Hagenaars S.P., Ikeda M., Kamitaki N., Kim M., Krebs K., Panagiotaropoulou G., Schilder B.M., Sloofman L.G., Steinberg S., Trubetskoy V., Winsvold B.S., Won H.-H., Abramova L., Adorjan K., Agerbo E., Al Eissa M., Albani D., Alliey-Rodriguez N., Anjorin A., Antilla V., Antoniou A., Awasthi S., Baek J.H., Baekvad-Hansen M., Bass N., Bauer M., Beins E.C., Bergen S.E., Birner A., Bocker Pedersen C., Boen E., Boks M.P., Bosch R., Brum M., Brumpton B.M., Brunkhorst-Kanaan N., Budde M., Bybjerg-Grauholm J., Byerley W., Cairns M., Casas M., Cervantes P., Clarke T.-K., Cruceanu C., Cuellar-Barboza A., Cunningham J., Curtis D., Czerski P.M., Dale A.M., Dalkner N., David F.S., Degenhardt F., Djurovic S., Dobbyn A.L., Douzenis A., Elvsashagen T., Escott-Price V., Ferrier I.N., Fiorentino A., Foroud T.M., Forty L., Frank J., Frei O., Freimer N.B., Frisen L., Gade K., Garnham J., Gelernter J., Giortz Pedersen M., Gizer I.R., Gordon S.D., Gordon-Smith K., Greenwood T.A., Grove J., Guzman-Parra J., Ha K., Haraldsson M., Hautzinger M., Heilbronner U., Hellgren D., Herms S., Hoffmann P., Holmans P.A., Huckins L., Jamain S., Johnson J.S., Kalman J.L., Kamatani Y., Kennedy J.L., Kittel-Schneider S., Knowles J.A., Kogevinas M., Koromina M., Kranz T.M., Kranzler H.R., Kubo M., Kupka R., Kushner S.A., Lavebratt C., Lawrence J., Leber M., Lee H.-J., Lee P.H., Levy S.E., Lewis C., Liao C., Lucae S., Lundberg M., MacIntyre D.J., Magnusson S.H., Maier W., Maihofer A., Malaspina D., Maratou E., Martinsson L., Mattheisen M., McCarroll S.A., McGregor N.W., McGuffin P., McKay J.D., Medeiros H., Medland S.E., Millischer V., Montgomery G.W., Moran J.L., Morris D.W., Muhleisen T.W., O'Brien N., O'Donovan C., Olde Loohuis L.M., Oruc L., Papiol S., Pardinas A.F., Perry A., Pfennig A., Porichi E., Potash J.B., Quested D., Raj T., Rapaport M.H., DePaulo J.R., Regeer E.J., Rice J.P., Rivas F., Rivera M., Roth J., Roussos P., Ruderfer D.M., Sanchez-Mora C., Schulte E.C., Senner F., Sharp S., Shilling P.D., Sigurdsson E., Sirignano L., Slaney C., Smeland O.B., Smith D.J., Sobell J.L., Soholm Hansen C., Soler Artigas M., Spijker A.T., Stein D.J., Strauss J.S., Swiatkowska B., Terao C., Thorgeirsson T.E., Toma C., Tooney P., Tsermpini E.-E., Vawter M.P., Vedder H., Walters J.T.R., Witt S.H., Xi S., Xu W., Yang J.M.K., Young A.H., Young H., Zandi P.P., Zhou H., Zillich L., Adolfsson R., Agartz I., Alda M., Alfredsson L., Babadjanova G., Backlund L., Baune B.T., Bellivier F., Bengesser S., Berrettini W.H., Blackwood D.H.R., Boehnke M., Borglum A.D., Breen G., Carr V.J., Catts S., Corvin A., Craddock N., Dannlowski U., Dikeos D., Esko T., Etain B., Ferentinos P., Frye M., Fullerton J.M., Gawlik M., Gershon E.S., Goes F.S., Green M.J., Grigoroiu-Serbanescu M., Hauser J., Henskens F., Hillert J., Hong K.S., Hougaard D.M., Hultman C.M., Hveem K., Iwata N., Jablensky A.V., Jones I., Jones L.A., Kahn R.S., Kelsoe J.R., Kirov G., Landen M., Leboyer M., Lewis C.M., Li Q.S., Lissowska J., Lochner C., Loughland C., Martin N.G., Mathews C.A., Mayoral F., McElroy S.L., McIntosh A.M., McMahon F.J., Melle I., Michie P., Milani L., Mitchell P.B., Morken G., Mors O., Mortensen P.B., Mowry B., Muller-Myhsok B., Myers R.M., Neale B.M., Nievergelt C.M., Nordentoft M., Nothen M.M., O'Donovan M.C., Oedegaard K.J., Olsson T., Owen M.J., Paciga S.A., Pantelis C., Pato C., Pato M.T., Patrinos G.P., Perlis R.H., Posthuma D., Ramos-Quiroga J.A., Reif A., Reininghaus E.Z., Ribases M., Rietschel M., Ripke S., Rouleau G.A., Saito T., Schall U., Schalling M., Schofield P.R., Schulze T.G., Scott L.J., Scott R.J., Serretti A., Shannon Weickert C., Smoller J.W., Stefansson H., Stefansson K., Stordal E., Streit F., Sullivan P.F., Turecki G., Vaaler A.E., Vieta E., Vincent J.B., Waldman I.D., Weickert T.W., Werge T., Wray N.R., Zwart J.-A., Biernacka J.M., Nurnberger J.I., Cichon S., Edenberg H.J., Stahl E.A., McQuillin A., Di Florio A., Ophoff R.A., Andreassen O.A., IMRB - 'Neuropsychiatrie translationnelle' [Créteil] (U955 Inserm - UPEC), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Centre International de Recherche contre le Cancer - International Agency for Research on Cancer (CIRC - IARC), Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Optimisation thérapeutique en Neuropsychopharmacologie (OPTeN (UMR_S_1144 / U1144)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), and Etain, Bruno
Subjects: Multifactorial Inheritance, Bipolar Disorder, [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Medizin, Genome-wide association study, Major Histocompatibility Complex/genetics, Major Histocompatibility Complex, 0302 clinical medicine, Risk Factors, MESH: Risk Factors, MESH: Bipolar Disorder, Chromosomes, Human, Spectrum disorder, Genetics, 0303 health sciences, Bipolar Disorder/genetics, MESH: Genetic Predisposition to Disease, MESH: Case-Control Studies, Phenotype, Schizophrenia, Synaptic signaling, Case-Control Studie, Human, Quantitative Trait Loci, Biology, MESH: Phenotype, MESH: Chromosomes, Human, Article, 03 medical and health sciences, MESH: Major Histocompatibility Complex, SDG 3 - Good Health and Well-being, ddc:570, medicine, Humans, Genetic Predisposition to Disease, Bipolar disorder, Multifactorial Inheritance/genetics, MESH: Genome, Human, 030304 developmental biology, MESH: Humans, Genome, Human, Risk Factor, Chromosomes, Human/genetics, Mental illness, medicine.disease, MESH: Quantitative Trait Loci, Human genetics, Psychologie, Case-Control Studies, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, MESH: Genome-Wide Association Study, Expression quantitative trait loci, MESH: Multifactorial Inheritance, Quantitative Trait Loci/genetics, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: International audience; Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-wide association study of 41,917 bipolar disorder cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. Bipolar disorder risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating expression quantitative trait locus data implicated 15 genes robustly linked to bipolar disorder via gene expression, encoding druggable targets such as HTR6, MCHR1, DCLK3 and FURIN. Analyses of bipolar disorder subtypes indicated high but imperfect genetic correlation between bipolar disorder type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of bipolar disorder, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
Published: 2021

7. Prediction of lithium response using genomic data

Author: Martin Schalling, Martin Alda, Alexandre Dayer, Michael Bauer, Guy A. Rouleau, Sarah Kittel-Schneider, Alessio Squassina, Julia Veeh, Claire O'Donovan, Ryota Hashimoto, Eduard Vieta, Marcella Rietschel, Hsi-Chung Chen, Liping Hou, Franziska Degenhardt, Ichiro Kusumi, Francis J. McMahon, Claudia Pisanu, Cristiana Cruceanu, Frank Bellivier, Will Stone, Markus M. Nöthen, Andreas Reif, Manuel Mattheisen, Mark A. Frye, Giovanni Severino, John R. Kelsoe, Caterina Chillotti, Maria Grigoroiu-Serbanescu, Thomas Trappenberg, Janusz K. Rybakowski, Catharina Lavebratt, Thomas G. Schulze, Norio Ozaki, Paul Grof, Lina Martinsson, Mirko Manchia, Philip B. Mitchell, Maria Del Zompo, Raffaella Ardau, Peter R. Schofield, Andreas J. Forstner, Vincent Millischer, Po-Hsiu Kuo, Esther Jiménez, Lena Backlund, Pablo Cervantes, Abraham Nunes, Jean-Michel Aubry, Nirmala Akula, Janice M. Fullerton, Kazufumi Akiyama, and Tadafumi Kato
Subjects: Adult, Male, 0301 basic medicine, Bipolar Disorder, Adolescent, Genomic data, Science, Medizin, chemistry.chemical_element, Single-nucleotide polymorphism, Computational biology, Lithium, Biology, Polymorphism, Single Nucleotide, Article, Machine Learning, Young Adult, 03 medical and health sciences, Medical research, 0302 clinical medicine, Genetics, Humans, Multidisciplinary, Models, Genetic, Genomics, Prognosis, Liti, Confidence interval, Cell membranes, Postsynaptic membrane, Treatment Outcome, 030104 developmental biology, chemistry, Medicine, Female, Membranes cel·lulars, 030217 neurology & neurosurgery, Kappa
Abstract: Predicting lithium response prior to treatment could both expedite therapy and avoid exposure to side effects. Since lithium responsiveness may be heritable, its predictability based on genomic data is of interest. We thus evaluate the degree to which lithium response can be predicted with a machine learning (ML) approach using genomic data. Using the largest existing genomic dataset in the lithium response literature (n = 2210 across 14 international sites; 29% responders), we evaluated the degree to which lithium response could be predicted based on 47,465 genotyped single nucleotide polymorphisms using a supervised ML approach. Under appropriate cross-validation procedures, lithium response could be predicted to above-chance levels in two constituent sites (Halifax, Cohen’s kappa 0.15, 95% confidence interval, CI [0.07, 0.24]; and Würzburg, kappa 0.2 [0.1, 0.3]). Variants with shared importance in these models showed over-representation of postsynaptic membrane related genes. Lithium response was not predictable in the pooled dataset (kappa 0.02 [− 0.01, 0.04]), although non-trivial performance was achieved within a restricted dataset including only those patients followed prospectively (kappa 0.09 [0.04, 0.14]). Genomic classification of lithium response remains a promising but difficult task. Classification performance could potentially be improved by further harmonization of data collection procedures.
Published: 2021

8. Genome-wide association study of over 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: Niamh Mullins, Andreas J. Forstner, Kevin S. O’Connell, Brandon Coombes, Jonathan R. I. Coleman, Zhen Qiao, Thomas D. Als, Tim B. Bigdeli, Sigrid Børte, Julien Bryois, Alexander W. Charney, Ole Kristian Drange, Michael J. Gandal, Saskia P. Hagenaars, Masashi Ikeda, Nolan Kamitaki, Minsoo Kim, Kristi Krebs, Georgia Panagiotaropoulou, Brian M. Schilder, Laura G. Sloofman, Stacy Steinberg, Vassily Trubetskoy, Bendik S. Winsvold, Hong-Hee Won, Liliya Abramova, Kristina Adorjan, Esben Agerbo, Mariam Al Eissa, Diego Albani, Ney Alliey-Rodriguez, Adebayo Anjorin, Verneri Antilla, Anastasia Antoniou, Swapnil Awasthi, Ji Hyun Baek, Marie Bækvad-Hansen, Nicholas Bass, Michael Bauer, Eva C. Beins, Sarah E. Bergen, Armin Birner, Carsten Bøcker Pedersen, Erlend Bøen, Marco P. Boks, Rosa Bosch, Murielle Brum, Ben M. Brumpton, Nathalie Brunkhorst-Kanaan, Monika Budde, Jonas Bybjerg-Grauholm, William Byerley, Murray Cairns, Miquel Casas, Pablo Cervantes, Toni-Kim Clarke, Cristiana Cruceanu, Alfredo Cuellar-Barboza, Julie Cunningham, David Curtis, Piotr M. Czerski, Anders M. Dale, Nina Dalkner, Friederike S. David, Franziska Degenhardt, Srdjan Djurovic, Amanda L. Dobbyn, Athanassios Douzenis, Torbjørn Elvsåshagen, Valentina Escott-Price, I. Nicol Ferrier, Alessia Fiorentino, Tatiana M. Foroud, Liz Forty, Josef Frank, Oleksandr Frei, Nelson B. Freimer, Louise Frisén, Katrin Gade, Julie Garnham, Joel Gelernter, Marianne Giørtz Pedersen, Ian R. Gizer, Scott D. Gordon, Katherine Gordon-Smith, Tiffany A. Greenwood, Jakob Grove, José Guzman-Parra, Kyooseob Ha, Magnus Haraldsson, Martin Hautzinger, Urs Heilbronner, Dennis Hellgren, Stefan Herms, Per Hoffmann, Peter A. Holmans, Laura Huckins, Stéphane Jamain, Jessica S. Johnson, Janos L. Kalman, Yoichiro Kamatani, James L. Kennedy, Sarah Kittel-Schneider, James A. Knowles, Manolis Kogevinas, Maria Koromina, Thorsten M. Kranz, Henry R. Kranzler, Michiaki Kubo, Ralph Kupka, Steven A. Kushner, Catharina Lavebratt, Jacob Lawrence, Markus Leber, Heon-Jeong Lee, Phil H. Lee, Shawn E. Levy, Catrin Lewis, Calwing Liao, Susanne Lucae, Martin Lundberg, Donald J. MacIntyre, Sigurdur H. Magnusson, Wolfgang Maier, Adam Maihofer, Dolores Malaspina, Eirini Maratou, Lina Martinsson, Manuel Mattheisen, Steven A. McCarroll, Nathaniel W. McGregor, Peter McGuffin, James D. McKay, Helena Medeiros, Sarah E. Medland, Vincent Millischer, Grant W. Montgomery, Jennifer L. Moran, Derek W. Morris, Thomas W. Mühleisen, Niamh O’Brien, Claire O’Donovan, Loes M. Olde Loohuis, Lilijana Oruc, Sergi Papiol, Antonio F. Pardiñas, Amy Perry, Andrea Pfennig, Evgenia Porichi, James B. Potash, Digby Quested, Towfique Raj, Mark H. Rapaport, J. Raymond DePaulo, Eline J. Regeer, John P. Rice, Fabio Rivas, Margarita Rivera, Julian Roth, Panos Roussos, Douglas M. Ruderfer, Cristina Sánchez-Mora, Eva C. Schulte, Fanny Senner, Sally Sharp, Paul D. Shilling, Engilbert Sigurdsson, Lea Sirignano, Claire Slaney, Olav B. Smeland, Daniel J. Smith, Janet L. Sobell, Christine Søholm Hansen, Maria Soler Artigas, Anne T. Spijker, Dan J. Stein, John S. Strauss, Beata Świątkowska, Chikashi Terao, Thorgeir E. Thorgeirsson, Claudio Toma, Paul Tooney, Evangelia-Eirini Tsermpini, Marquis P. Vawter, Helmut Vedder, James T. R. Walters, Stephanie H. Witt, Simon Xi, Wei Xu, Jessica Mei Kay Yang, Allan H. Young, Hannah Young, Peter P. Zandi, Hang Zhou, Lea Zillich, HUNT All-In Psychiatry, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Lars Alfredsson, Gulja Babadjanova, Lena Backlund, Bernhard T. Baune, Frank Bellivier, Susanne Bengesser, Wade H. Berrettini, Douglas H. R. Blackwood, Michael Boehnke, Anders D. Børglum, Gerome Breen, Vaughan J. Carr, Stanley Catts, Aiden Corvin, Nicholas Craddock, Udo Dannlowski, Dimitris Dikeos, Tõnu Esko, Bruno Etain, Panagiotis Ferentinos, Mark Frye, Janice M. Fullerton, Micha Gawlik, Elliot S. Gershon, Fernando S. Goes, Melissa J. Green, Maria Grigoroiu-Serbanescu, Joanna Hauser, Frans Henskens, Jan Hillert, Kyung Sue Hong, David M. Hougaard, Christina M. Hultman, Kristian Hveem, Nakao Iwata, Assen V. Jablensky, Ian Jones, Lisa A. Jones, René S. Kahn, John R. Kelsoe, George Kirov, Mikael Landén, Marion Leboyer, Cathryn M. Lewis, Qingqin S. Li, Jolanta Lissowska, Christine Lochner, Carmel Loughland, Nicholas G. Martin, Carol A. Mathews, Fermin Mayoral, Susan L. McElroy, Andrew M. McIntosh, Francis J. McMahon, Ingrid Melle, Patricia Michie, Lili Milani, Philip B. Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bryan Mowry, Bertram Müller-Myhsok, Richard M. Myers, Benjamin M. Neale, Caroline M. Nievergelt, Merete Nordentoft, Markus M. Nöthen, Michael C. O’Donovan, Ketil J. Oedegaard, Tomas Olsson, Michael J. Owen, Sara A. Paciga, Chris Pantelis, Carlos Pato, Michele T. Pato, George P. Patrinos, Roy H. Perlis, Danielle Posthuma, Josep Antoni Ramos-Quiroga, Andreas Reif, Eva Z. Reininghaus, Marta Ribasés, Marcella Rietschel, Stephan Ripke, Guy A. Rouleau, Takeo Saito, Ulrich Schall, Martin Schalling, Peter R. Schofield, Thomas G. Schulze, Laura J. Scott, Rodney J. Scott, Alessandro Serretti, Cynthia Shannon Weickert, Jordan W. Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Fabian Streit, Patrick F. Sullivan, Gustavo Turecki, Arne E. Vaaler, Eduard Vieta, John B. Vincent, Irwin D. Waldman, Thomas W. Weickert, Thomas Werge, Naomi R. Wray, John-Anker Zwart, Joanna M. Biernacka, John I. Nurnberger, Sven Cichon, Howard J. Edenberg, Eli A. Stahl, Andrew McQuillin, Arianna Di Florio, Roel A. Ophoff, and Ole A. Andreassen
Subjects: Genetics, 0303 health sciences, Druggability, Genome-wide association study, Biology, medicine.disease, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Gene expression, Expression quantitative trait loci, medicine, Bipolar disorder, Synaptic signaling, Prefrontal cortex, Gene, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract: Bipolar disorder (BD) is a heritable mental illness with complex etiology. We performed a genome-wide association study (GWAS) of 41,917 BD cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. BD risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating eQTL data implicated 15 genes robustly linked to BD via gene expression, including druggable genes such as HTR6, MCHR1, DCLK3 and FURIN. This GWAS provides the best-powered BD polygenic scores to date, when applied in both European and diverse ancestry samples. Analyses of BD subtypes indicated high but imperfect genetic correlation between BD type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of BD, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
Published: 2020

9. The Genetics of the Mood Disorder Spectrum: Genome-wide Association Analyses of More Than 185,000 Cases and 439,000 Controls

Author: Jonathan R.I. Coleman, Héléna A. Gaspar, Julien Bryois, Gerome Breen, Enda M. Byrne, Andreas J. Forstner, Peter A. Holmans, Christiaan A. de Leeuw, Manuel Mattheisen, Andrew McQuillin, Jennifer M. Whitehead Pavlides, Tune H. Pers, Stephan Ripke, Eli A. Stahl, Stacy Steinberg, Vassily Trubetskoy, Maciej Trzaskowski, Yunpeng Wang, Liam Abbott, Abdel Abdellaoui, Mark J. Adams, Annelie Nordin Adolfsson, Esben Agerbo, Huda Akil, Diego Albani, Ney Alliey-Rodriguez, Thomas D. Als, Till F.M. Andlauer, Adebayo Anjorin, Verneri Antilla, Sandra Van der Auwera, Swapnil Awasthi, Silviu-Alin Bacanu, Judith A. Badner, Marie Bækvad-Hansen, Jack D. Barchas, Nicholas Bass, Michael Bauer, Aartjan T.F. Beekman, Richard Belliveau, Sarah E. Bergen, Tim B. Bigdeli, Elisabeth B. Binder, Erlend Bøen, Marco Boks, James Boocock, Monika Budde, William Bunney, Margit Burmeister, Henriette N. Buttenschøn, Jonas Bybjerg-Grauholm, William Byerley, Na Cai, Miquel Casas, Enrique Castelao, Felecia Cerrato, Pablo Cervantes, Kimberly Chambert, Alexander W. Charney, Danfeng Chen, Jane Hvarregaard Christensen, Claire Churchhouse, David St Clair, Toni-Kim Clarke, Lucía Colodro-Conde, William Coryell, Baptiste Couvy-Duchesne, David W. Craig, Gregory E. Crawford, Cristiana Cruceanu, Piotr M. Czerski, Anders M. Dale, Gail Davies, Ian J. Deary, Franziska Degenhardt, Jurgen Del-Favero, J Raymond DePaulo, Eske M. Derks, Nese Direk, Srdjan Djurovic, Amanda L. Dobbyn, Conor V. Dolan, Ashley Dumont, Erin C. Dunn, Thalia C. Eley, Torbjørn Elvsåshagen, Valentina Escott-Price, Chun Chieh Fan, Hilary K. Finucane, Sascha B. Fischer, Matthew Flickinger, Jerome C. Foo, Tatiana M. Foroud, Liz Forty, Josef Frank, Christine Fraser, Nelson B. Freimer, Louise Frisén, Katrin Gade, Diane Gage, Julie Garnham, Claudia Giambartolomei, Fernando S. Goes, Jaqueline Goldstein, Scott D. Gordon, Katherine Gordon-Smith, Elaine K. Green, Melissa J. Green, Tiffany A. Greenwood, Jakob Grove, Weihua Guan, Lynsey S. Hall, Marian L. Hamshere, Christine Søholm Hansen, Thomas F. Hansen, Martin Hautzinger, Urs Heilbronner, Albert M. van Hemert, Stefan Herms, Ian B. Hickie, Maria Hipolito, Per Hoffmann, Dominic Holland, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, Laura Huckins, Marcus Ising, Stéphane Jamain, Rick Jansen, Jessica S. Johnson, Simone de Jong, Eric Jorgenson, Anders Juréus, Radhika Kandaswamy, Robert Karlsson, James L. Kennedy, Farnush Farhadi Hassan Kiadeh, Sarah Kittel-Schneider, James A. Knowles, Manolis Kogevinas, Isaac S. Kohane, Anna C. Koller, Julia Kraft, Warren W. Kretzschmar, Jesper Krogh, Ralph Kupka, Zoltán Kutalik, Catharina Lavebratt, Jacob Lawrence, William B. Lawson, Markus Leber, Phil H. Lee, Shawn E. Levy, Jun Z. Li, Yihan Li, Penelope A. Lind, Chunyu Liu, Loes M. Olde Loohuis, Anna Maaser, Donald J. MacIntyre, Dean F. MacKinnon, Pamela B. Mahon, Wolfgang Maier, Robert M. Maier, Jonathan Marchini, Lina Martinsson, Hamdi Mbarek, Steve McCarroll, Patrick McGrath, Peter McGuffin, Melvin G. McInnis, James D. McKay, Helena Medeiros, Sarah E. Medland, Divya Mehta, Fan Meng, Christel M. Middeldorp, Evelin Mihailov, Yuri Milaneschi, Lili Milani, Saira Saeed Mirza, Francis M. Mondimore, Grant W. Montgomery, Derek W. Morris, Sara Mostafavi, Thomas W. Mühleisen, Niamh Mullins, Matthias Nauck, Bernard Ng, Hoang Nguyen, Caroline M. Nievergelt, Michel G. Nivard, Evaristus A. Nwulia, Dale R. Nyholt, Claire O'Donovan, Paul F. O'Reilly, Anil P.S. Ori, Lilijana Oruc, Urban Ösby, Hogni Oskarsson, Jodie N. Painter, José Guzman Parra, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Amy Perry, Roseann E. Peterson, Erik Pettersson, Wouter J. Peyrot, Andrea Pfennig, Giorgio Pistis, Shaun M. Purcell, Jorge A. Quiroz, Per Qvist, Eline J. Regeer, Andreas Reif, Céline S. Reinbold, John P. Rice, Brien P. Riley, Fabio Rivas, Margarita Rivera, Panos Roussos, Douglas M. Ruderfer, Euijung Ryu, Cristina Sánchez-Mora, Alan F. Schatzberg, William A. Scheftner, Robert Schoevers, Nicholas J. Schork, Eva C. Schulte, Tatyana Shehktman, Ling Shen, Jianxin Shi, Paul D. Shilling, Stanley I. Shyn, Engilbert Sigurdsson, Claire Slaney, Olav B. Smeland, Johannes H. Smit, Daniel J. Smith, Janet L. Sobell, Anne T. Spijker, Michael Steffens, John S. Strauss, Fabian Streit, Jana Strohmaier, Szabolcs Szelinger, Katherine E. Tansey, Henning Teismann, Alexander Teumer, Robert C. Thompson, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Matthew Traylor, Jens Treutlein, André G. Uitterlinden, Daniel Umbricht, Helmut Vedder, Alexander Viktorin, Peter M. Visscher, Weiqing Wang, Stanley J. Watson, Bradley T. Webb, Cynthia Shannon Weickert, Thomas W. Weickert, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Stephanie H. Witt, Yang Wu, Hualin S. Xi, Wei Xu, Jian Yang, Allan H. Young, Peter Zandi, Peng Zhang, Futao Zhang, Sebastian Zollner, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Volker Arolt, Lena Backlund, Bernhard T. Baune, Frank Bellivier, Klaus Berger, Wade H. Berrettini, Joanna M. Biernacka, Douglas H.R. Blackwood, Michael Boehnke, Dorret I. Boomsma, Aiden Corvin, Nicholas Craddock, Mark J. Daly, Udo Dannlowski, Enrico Domenici, Katharina Domschke, Tõnu Esko, Bruno Etain, Mark Frye, Janice M. Fullerton, Elliot S. Gershon, E.J.C. de Geus, Michael Gill, Fernando Goes, Hans J. Grabe, Maria Grigoroiu-Serbanescu, Steven P. Hamilton, Joanna Hauser, Caroline Hayward, Andrew C. Heath, David M. Hougaard, Christina M. Hultman, Ian Jones, Lisa A. Jones, René S. Kahn, Kenneth S. Kendler, George Kirov, Stefan Kloiber, Mikael Landén, Marion Leboyer, Glyn Lewis, Qingqin S. Li, Jolanta Lissowska, Susanne Lucae, Pamela A.F. Madden, Patrik K. Magnusson, Nicholas G. Martin, Fermin Mayoral, Susan L. McElroy, Andrew M. McIntosh, Francis J. McMahon, Ingrid Melle, Andres Metspalu, Philip B. Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Richard M. Myers, Benjamin M. Neale, Vishwajit Nimgaonkar, Merete Nordentoft, Markus M. Nöthen, Michael C. O'Donovan, Ketil J. Oedegaard, Michael J. Owen, Sara A. Paciga, Carlos Pato, Michele T. Pato, Nancy L. Pedersen, Brenda W.J. H. Penninx, Roy H. Perlis, David J. Porteous, Danielle Posthuma, James B. Potash, Martin Preisig, Josep Antoni Ramos-Quiroga, Marta Ribasés, Marcella Rietschel, Guy A. Rouleau, Catherine Schaefer, Martin Schalling, Peter R. Schofield, Thomas G. Schulze, Alessandro Serretti, Jordan W. Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Henning Tiemeier, Gustavo Turecki, Rudolf Uher, Arne E. Vaaler, Eduard Vieta, John B. Vincent, Henry Völzke, Myrna M. Weissman, Thomas Werge, Ole A. Andreassen, Anders D. Børglum, Sven Cichon, Howard J. Edenberg, Arianna Di Florio, John Kelsoe, Douglas F. Levinson, Cathryn M. Lewis, John I. Nurnberger, Roel A. Ophoff, Laura J. Scott, Pamela Sklar, Patrick F. Sullivan, Naomi R. Wray, APH - Methodology, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, APH - Mental Health, Amsterdam Neuroscience - Complex Trait Genetics, Complex Trait Genetics, Epidemiology, Erasmus MC other, Urology, Psychiatry, Internal Medicine, Medical Informatics, Immunology, Child and Adolescent Psychiatry / Psychology, Adult Psychiatry, Coleman J.R.I., Gaspar H.A., Bryois J., Byrne E.M., Forstner A.J., Holmans P.A., de Leeuw C.A., Mattheisen M., McQuillin A., Whitehead Pavlides J.M., Pers T.H., Ripke S., Stahl E.A., Steinberg S., Trubetskoy V., Trzaskowski M., Wang Y., Abbott L., Abdellaoui A., Adams M.J., Adolfsson A.N., Agerbo E., Akil H., Albani D., Alliey-Rodriguez N., Als T.D., Andlauer T.F.M., Anjorin A., Antilla V., Van der Auwera S., Awasthi S., Bacanu S.-A., Badner J.A., Baekvad-Hansen M., Barchas J.D., Bass N., Bauer M., Beekman A.T.F., Belliveau R., Bergen S.E., Bigdeli T.B., Binder E.B., Boen E., Boks M., Boocock J., Budde M., Bunney W., Burmeister M., Buttenschon H.N., Bybjerg-Grauholm J., Byerley W., Cai N., Casas M., Castelao E., Cerrato F., Cervantes P., Chambert K., Charney A.W., Chen D., Christensen J.H., Churchhouse C., St Clair D., Clarke T.-K., Colodro-Conde L., Coryell W., Couvy-Duchesne B., Craig D.W., Crawford G.E., Cruceanu C., Czerski P.M., Dale A.M., Davies G., Deary I.J., Degenhardt F., Del-Favero J., DePaulo J.R., Derks E.M., Direk N., Djurovic S., Dobbyn A.L., Dolan C.V., Dumont A., Dunn E.C., Eley T.C., Elvsashagen T., Escott-Price V., Fan C.C., Finucane H.K., Fischer S.B., Flickinger M., Foo J.C., Foroud T.M., Forty L., Frank J., Fraser C., Freimer N.B., Frisen L., Gade K., Gage D., Garnham J., Giambartolomei C., Goes F.S., Goldstein J., Gordon S.D., Gordon-Smith K., Green E.K., Green M.J., Greenwood T.A., Grove J., Guan W., Hall L.S., Hamshere M.L., Hansen C.S., Hansen T.F., Hautzinger M., Heilbronner U., van Hemert A.M., Herms S., Hickie I.B., Hipolito M., Hoffmann P., Holland D., Homuth G., Horn C., Hottenga J.-J., Huckins L., Ising M., Jamain S., Jansen R., Johnson J.S., de Jong S., Jorgenson E., Jureus A., Kandaswamy R., Karlsson R., Kennedy J.L., Hassan Kiadeh F.F., Kittel-Schneider S., Knowles J.A., Kogevinas M., Kohane I.S., Koller A.C., Kraft J., Kretzschmar W.W., Krogh J., Kupka R., Kutalik Z., Lavebratt C., Lawrence J., Lawson W.B., Leber M., Lee P.H., Levy S.E., Li J.Z., Li Y., Lind P.A., Liu C., Olde Loohuis L.M., Maaser A., MacIntyre D.J., MacKinnon D.F., Mahon P.B., Maier W., Maier R.M., Marchini J., Martinsson L., Mbarek H., McCarroll S., McGrath P., McGuffin P., McInnis M.G., McKay J.D., Medeiros H., Medland S.E., Mehta D., Meng F., Middeldorp C.M., Mihailov E., Milaneschi Y., Milani L., Mirza S.S., Mondimore F.M., Montgomery G.W., Morris D.W., Mostafavi S., Muhleisen T.W., Mullins N., Nauck M., Ng B., Nguyen H., Nievergelt C.M., Nivard M.G., Nwulia E.A., Nyholt D.R., O'Donovan C., O'Reilly P.F., Ori A.P.S., Oruc L., Osby U., Oskarsson H., Painter J.N., Parra J.G., Pedersen C.B., Pedersen M.G., Perry A., Peterson R.E., Pettersson E., Peyrot W.J., Pfennig A., Pistis G., Purcell S.M., Quiroz J.A., Qvist P., Regeer E.J., Reif A., Reinbold C.S., Rice J.P., Riley B.P., Rivas F., Rivera M., Roussos P., Ruderfer D.M., Ryu E., Sanchez-Mora C., Schatzberg A.F., Scheftner W.A., Schoevers R., Schork N.J., Schulte E.C., Shehktman T., Shen L., Shi J., Shilling P.D., Shyn S.I., Sigurdsson E., Slaney C., Smeland O.B., Smit J.H., Smith D.J., Sobell J.L., Spijker A.T., Steffens M., Strauss J.S., Streit F., Strohmaier J., Szelinger S., Tansey K.E., Teismann H., Teumer A., Thompson R.C., Thompson W., Thomson P.A., Thorgeirsson T.E., Traylor M., Treutlein J., Uitterlinden A.G., Umbricht D., Vedder H., Viktorin A., Visscher P.M., Wang W., Watson S.J., Webb B.T., Weickert C.S., Weickert T.W., Weinsheimer S.M., Wellmann J., Willemsen G., Witt S.H., Wu Y., Xi H.S., Xu W., Yang J., Young A.H., Zandi P., Zhang P., Zhang F., Zollner S., Adolfsson R., Agartz I., Alda M., Arolt V., Backlund L., Baune B.T., Bellivier F., Berger K., Berrettini W.H., Biernacka J.M., Blackwood D.H.R., Boehnke M., Boomsma D.I., Corvin A., Craddock N., Daly M.J., Dannlowski U., Domenici E., Domschke K., Esko T., Etain B., Frye M., Fullerton J.M., Gershon E.S., de Geus E.J.C., Gill M., Goes F., Grabe H.J., Grigoroiu-Serbanescu M., Hamilton S.P., Hauser J., Hayward C., Heath A.C., Hougaard D.M., Hultman C.M., Jones I., Jones L.A., Kahn R.S., Kendler K.S., Kirov G., Kloiber S., Landen M., Leboyer M., Lewis G., Li Q.S., Lissowska J., Lucae S., Madden P.A.F., Magnusson P.K., Martin N.G., Mayoral F., McElroy S.L., McIntosh A.M., McMahon F.J., Melle I., Metspalu A., Mitchell P.B., Morken G., Mors O., Mortensen P.B., Muller-Myhsok B., Myers R.M., Neale B.M., Nimgaonkar V., Nordentoft M., Nothen M.M., O'Donovan M.C., Oedegaard K.J., Owen M.J., Paciga S.A., Pato C., Pato M.T., Pedersen N.L., Penninx B.W.J.H., Perlis R.H., Porteous D.J., Posthuma D., Potash J.B., Preisig M., Ramos-Quiroga J.A., Ribases M., Rietschel M., Rouleau G.A., Schaefer C., Schalling M., Schofield P.R., Schulze T.G., Serretti A., Smoller J.W., Stefansson H., Stefansson K., Stordal E., Tiemeier H., Turecki G., Uher R., Vaaler A.E., Vieta E., Vincent J.B., Volzke H., Weissman M.M., Werge T., Andreassen O.A., Borglum A.D., Cichon S., Edenberg H.J., Di Florio A., Kelsoe J., Levinson D.F., Lewis C.M., Nurnberger J.I., Ophoff R.A., Scott L.J., Sklar P., Sullivan P.F., Wray N.R., and Breen G.
Subjects: 0301 basic medicine, Netherlands Twin Register (NTR), Genetic correlation, Genome-wide association study, Mood Disorder, Bipolar disorder, Population, BF, Genomics, Major depressive disorder, Affective disorder, Article, Mice, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, mental disorders, medicine, Animals, ddc:610, education, Depression (differential diagnoses), Biological Psychiatry, 030304 developmental biology, Genetic association, Genetics, Depressive Disorder, Major, 0303 health sciences, education.field_of_study, Animal, business.industry, Risk Factor, medicine.disease, 3. Good health, Affective disorders, 030104 developmental biology, Mood, Mood disorders, RC0321, Biological psychiatry, business, 030217 neurology & neurosurgery, Clinical psychology
Abstract: BackgroundMood disorders (including major depressive disorder and bipolar disorder) affect 10-20% of the population. They range from brief, mild episodes to severe, incapacitating conditions that markedly impact lives. Despite their diagnostic distinction, multiple approaches have shown considerable sharing of risk factors across the mood disorders.MethodsTo clarify their shared molecular genetic basis, and to highlight disorder-specific associations, we meta-analysed data from the latest Psychiatric Genomics Consortium (PGC) genome-wide association studies of major depression (including data from 23andMe) and bipolar disorder, and an additional major depressive disorder cohort from UK Biobank (total: 185,285 cases, 439,741 controls; non-overlapping N = 609,424).ResultsSeventy-three loci reached genome-wide significance in the meta-analysis, including 15 that are novel for mood disorders. More genome-wide significant loci from the PGC analysis of major depression than bipolar disorder reached genome-wide significance. Genetic correlations revealed that type 2 bipolar disorder correlates strongly with recurrent and single episode major depressive disorder. Systems biology analyses highlight both similarities and differences between the mood disorders, particularly in the mouse brain cell types implicated by the expression patterns of associated genes. The mood disorders also differ in their genetic correlation with educational attainment – positive in bipolar disorder but negative in major depressive disorder.ConclusionsThe mood disorders share several genetic associations, and can be combined effectively to increase variant discovery. However, we demonstrate several differences between these disorders. Analysing subtypes of major depressive disorder and bipolar disorder provides evidence for a genetic mood disorders spectrum.
Published: 2020

10. Investigating polygenic burden in age at disease onset in bipolar disorder: Findings from an international multicentric study

Author: Francis M. Mondimore, Farah Klohn-Sagatholislam, Jana Strohmaier, Jens Wiltfang, Jay Raymond DePaulo, Udo Dannlowski, Markus Jäger, Moritz E. Wigand, Ion Anghelescu, Michael Bauer, Louise Frisén, Ashley L. Comes, Carsten Spitzer, Claire Slaney, Janice M. Fullerton, Giovanni Severino, Janusz K. Rybakowski, Andreas J. Fallgatter, Maria Hake, Martin Alda, Peter R. Schofield, Susanne Bengesser, Nirmala Akula, Stefan Herms, Paul D. Shilling, Franziska Degenhardt, Mazda Adli, Armin Birner, Alexandre Dayer, Cristiana Cruceanu, Fanny Senner, Peter Falkai, Maria Del Zompo, Mark A. Frye, Christian Simhandl, Stéphane Jamain, Andrea Pfennig, Layla Kassem, Sébastien Gard, Heike Anderson-Schmidt, Marion Leboyer, Peter P. Zandi, Susan L. McElroy, Martin Schalling, Sebastian Stierl, Detlef E. Dietrich, Frank Bellivier, Palmiero Monteleone, Sybille Schulz, Caterina Chillotti, Volker Arolt, Michael McCarthy, Alfonso Tortorella, Andreas Thiel, Marcella Rietschel, Kristina Adorjan, Tatyana Shekhtman, Maria Grigoroiu-Serbanescu, Jean-Michel Aubry, Daniela Reich-Erkelenz, Laura Flatau, Markus Reitt, Harald Scherk, Here Folkerts, Julia Veeh, Joanna Hauser, Fernando S. Goes, Philip B. Mitchell, Gustavo Turecki, John R. Kelsoe, Thomas Stamm, Sophia Stegmaier, Georg Juckel, Markus M. Nöthen, Lina Martinsson, Bárbara Arias, Vanessa Nieratschker, Clara Brichant-Petitjean, Antonio Benabarre, Bernhard T. Baune, James B. Potash, Urs Heilbronner, Caroline M. Nievergelt, Raffaella Ardau, Mikael Landén, Pablo Cervantes, Pavla Stopkova, Adam Wright, Tomas Novak, Scott R. Clark, Manfred Koller, Gonzalo Laje, Katrin Gade, Andreas J. Forstner, Sarah Kittel-Schneider, Susan G. Leckband, Sebastian Kliwicki, Guy A. Rouleau, Kim Bartholdi, Martin von Hagen, Per Hoffmann, Eva C. Schulte, Alessio Squassina, Monika Budde, Thomas G. Schulze, Eduard Vieta, Liping Hou, Jörg Zimmermann, Barbara König, Stephan Ripke, Sarah K. Tighe, Jean-Pierre Kahn, Julie Garnham, Piotr M. Czerski, Janos Kalman, Anna Gryaznova, Francis J. McMahon, Mario Maj, Thomas Becker, Thomas Ethofer, Andreas Reif, Carsten Konrad, Mirko Manchia, Lena Backlund, Jens Reimer, Urban Ösby, Esther Jiménez, Abesh Kumar Bhattacharjee, Marina Mitjans, Sergi Papiol, Stephanie H. Witt, Sven Cichon, Bruno Etain, Till F. M. Andlauer, Joanna M. Biernacka, Max Schmauß, Christian Figge, Fabian U. Lang, N. Lackner, Eva Z. Reininghaus, Francesc Colom, Catharina Lavebratt, K Oliver Schubert, Kalman, Janos L, Papiol, Sergi, Forstner, Andreas J, Heilbronner, Ur, Degenhardt, Franziska, Strohmaier, Jana, Adli, Mazda, Adorjan, Kristina, Akula, Nirmala, Alda, Martin, Anderson-Schmidt, Heike, Andlauer, Till Fm, Anghelescu, Ion-George, Ardau, Raffaella, Arias, Bárbara, Arolt, Volker, Aubry, Jean-Michel, Backlund, Lena, Bartholdi, Kim, Bauer, Michael, Baune, Bernhard T, Becker, Thoma, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M, Birner, Armin, Brichant-Petitjean, Clara, Budde, Monika, Cervantes, Pablo, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Colom, Francesc, Comes, Ashley L, Cruceanu, Cristiana, Czerski, Piotr M, Dannlowski, Udo, Dayer, Alexandre, Del Zompo, Maria, Depaulo, Jay Raymond, Dietrich, Detlef E, Étain, Bruno, Ethofer, Thoma, Falkai, Peter, Fallgatter, Andrea, Figge, Christian, Flatau, Laura, Folkerts, Here, Frisen, Louise, Frye, Mark A, Fullerton, Janice M, Gade, Katrin, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grigoroiu-Serbanescu, Maria, Gryaznova, Anna, Hake, Maria, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hou, Liping, Jäger, Marku, Jamain, Stephane, Jiménez, Esther, Juckel, Georg, Kahn, Jean-Pierre, Kassem, Layla, Kelsoe, John, Kittel-Schneider, Sarah, Kliwicki, Sebastian, Klohn-Sagatholislam, Farah, Koller, Manfred, König, Barbara, Konrad, Carsten, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lang, Fabian U, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Maj, Mario, Manchia, Mirko, Martinsson, Lina, Mccarthy, Michael J, Mcelroy, Susan L, Mcmahon, Francis J, Mitchell, Philip B, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nieratschker, Vanessa, Nievergelt, Caroline M, Novák, Toma, Ösby, Urban, Pfennig, Andrea, Potash, James B, Reich-Erkelenz, Daniela, Reif, Andrea, Reimer, Jen, Reininghaus, Eva, Reitt, Marku, Ripke, Stephan, Rouleau, Guy A, Rybakowski, Janusz K, Schalling, Martin, Scherk, Harald, Schmauß, Max, Schofield, Peter R, Schubert, K Oliver, Schulte, Eva C, Schulz, Sybille, Senner, Fanny, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Simhandl, Christian, Slaney, Claire M, Spitzer, Carsten, Squassina, Alessio, Stamm, Thoma, Stegmaier, Sophia, Stierl, Sebastian, Stopkova, Pavla, Thiel, Andrea, Tighe, Sarah K, Tortorella, Alfonso, Turecki, Gustavo, Vieta, Eduard, Veeh, Julia, von Hagen, Martin, Wigand, Moritz E, Wiltfang, Jen, Witt, Stephanie, Wright, Adam, Zandi, Peter P, Zimmermann, Jörg, Nöthen, Marku, Rietschel, Marcella, and Schulze, Thomas G
Subjects: Adult, Male, Oncology, Multifactorial Inheritance, medicine.medical_specialty, Schizophrenia/genetics, Disease onset, Adolescent, early onset, Late onset, ddc:616.89, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, medicine, Humans, Bipolar disorder, Child, Research Articles, Biological Psychiatry, bipolar disorder, Trastorn bipolar, business.industry, Bipolar Disorder/genetics, age at onset, polygenic risk score, schizophrenia, Age Factors, Bipolar Disorder, Female, Middle Aged, Phenotype, Schizophrenia, Original Articles, medicine.disease, Genetic architecture, 030227 psychiatry, Psychiatry and Mental health, Institutional repository, Clinical research, Esquizofrènia, Original Article, business, 030217 neurology & neurosurgery
Abstract: OBJECTIVES: Bipolar disorder (BD) with early disease onset is associated with an unfavorable clinical outcome and constitutes a clinically and biologically homogenous subgroup within the heterogeneous BD spectrum. Previous studies have found an accumulation of early age at onset (AAO) in BD families and have therefore hypothesized that there is a larger genetic contribution to the early-onset cases than to late onset BD. To investigate the genetic background of this subphenotype, we evaluated whether an increased polygenic burden of BD- and schizophrenia (SCZ)-associated risk variants is associated with an earlier AAO in BD patients. METHODS: A total of 1995 BD type 1 patients from the Consortium of Lithium Genetics (ConLiGen), PsyCourse and Bonn-Mannheim samples were genotyped and their BD and SCZ polygenic risk scores (PRSs) were calculated using the summary statistics of the Psychiatric Genomics Consortium as a training data set. AAO was either separated into onset groups of clinical interest (childhood and adolescence [≤18 years] vs adulthood [>18 years]) or considered as a continuous measure. The associations between BD- and SCZ-PRSs and AAO were evaluated with regression models. RESULTS: BD- and SCZ-PRSs were not significantly associated with age at disease onset. Results remained the same when analyses were stratified by site of recruitment. CONCLUSIONS: The current study is the largest conducted so far to investigate the association between the cumulative BD and SCZ polygenic risk and AAO in BD patients. The reported negative results suggest that such a polygenic influence, if there is any, is not large, and highlight the importance of conducting further, larger scale studies to obtain more information on the genetic architecture of this clinically relevant phenotype. peerReviewed
Published: 2018

11. Predictive power of the ADHD GWAS 2019 polygenic risk scores in independent samples of bipolar patients with childhood ADHD

Author: Markus M. Nöthen, Stefan Herms, Carmen C. Diaconu, Andreas J. Forstner, Maria Grigoroiu-Serbanescu, Johan H. Thygesen, Oris Shenyan, Franziska Degenhardt, Tim B. Bigdeli, Andrew McQuillin, Giovanni Giaroli, Ana Iulia Neagu, and Nicholas Bass
Subjects: Proband, Adult, Male, medicine.medical_specialty, Bipolar Disorder, Genome-wide association study, behavioral disciplines and activities, Genetic correlation, 03 medical and health sciences, 0302 clinical medicine, Rating scale, Risk Factors, Internal medicine, mental disorders, Medicine, Humans, Bipolar disorder, Child, Depression (differential diagnoses), Retrospective Studies, business.industry, Romania, medicine.disease, 030227 psychiatry, Psychiatry and Mental health, Clinical Psychology, Attention Deficit Disorder with Hyperactivity, Age of onset, medicine.symptom, business, Mania, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Background Although there is evidence of genetic correlation between bipolar disorder (BP) and ADHD, the extent of the shared genetic risk and whether childhood ADHD (cADHD) influences the characteristics of the adult BP remain unclear. Our objectives were: (i) to test the ability of polygenic risk scores (PRS) derived from the latest PGC ADHD-GWAS (Demontis et al., 2019) to predict the presence of cADHD in BP patients; (ii) to examine the hypothesis that BP preceded by cADHD is a BP subtype with particular clinical traits and (iii) partially shares its molecular basis with ADHD. Method PRS derived from the ADHD-GWAS-2019 were tested in BP patients (N = 942) assessed for cADHD with the Wender Utah Rating Scale and in controls from Romania and UK (N = 1616). Results The ADHD-PRS differentiated BP cases with cADHD from controls. Proband sex and BP age-of-onset significantly influenced the discriminative power of the ADHD-PRS. The ADHD-PRS predicted the cADHD score only in males and in BP cases with early age-of-onset (≤21 years). Bipolar patients with cADHD had a younger age-of-onset of mania/depression than patients without cADHD. The ADHD-PRS predicted the BP-affection status in the comparison of early-onset BP cases with controls suggesting a partial molecular overlap between early-onset BP and ADHD. Limitations Retrospective diagnosis of cADHD, small sample size. Conclusions The PRS-analysis indicated an acceptable predictive ability of the ADHD-SNP-set 2019 in independent BP samples. The best prediction of both cADHD and BP-affection status was found in the early-onset BP cases. The results may have impact on the individual disease monitoring.
Published: 2019

12. Genomic Relationships, Novel Loci, and Pleiotropic Mechanisms across Eight Psychiatric Disorders

Author: 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. 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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.
Subjects: 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.
Published: 2019

13. Genetic Overlap Between Alzheimer's Disease and Bipolar Disorder Implicates the MARK2 and VAC14 Genes

Author: Ole Kristian Drange, Olav Bjerkehagen Smeland, Alexey A. Shadrin, Per Ivar Finseth, Aree Witoelar, Oleksandr Frei, Psychiatric Genomics Consortium Bipolar Disorder Working Group, Yunpeng Wang, Sahar Hassani, Srdjan Djurovic, Anders M. Dale, Ole A. Andreassen, Eli A Stahl, Gerome Breen, Andreas J Forstner, Andrew McQuillin, Stephan Ripke, Vassily Trubetskoy, Manuel Mattheisen, Jonathan R I Coleman, Heìleìna A Gaspar, Christiaan A de Leeuw, Stacy Steinberg, Jennifer M Whitehead Pavlides, Maciej Trzaskowski, Tune H Pers, Peter A Holmans, Liam Abbott, Esben Agerbo, Huda Akil, Diego Albani, Ney Alliey-Rodriguez, Thomas D Als, Adebayo Anjorin, Verneri Antilla, Swapnil Awasthi, Judith A Badner, Marie Bækvad-Hansen, Jack D Barchas, Nicholas Bass, Michael Bauer, Richard Belliveau, Sarah E Bergen, Carsten Bøcker Pedersen, Erlend Bøen, Marco Boks, James Boocock, Monika Budde, William Bunney, Margit Burmeister, Jonas Bybjerg-Grauholm, William Byerley, Miquel Casas, Felecia Cerrato, Pablo Cervantes, Kimberly Chambert, Alexander W Charney, Danfeng Chen, Claire Churchhouse, Toni-Kim Clarke, William Coryell, David W Craig, Cristiana Cruceanu, David Curtis, Piotr M Czerski, Anders M Dale, Simone de Jong, Franziska Degenhardt, Jurgen Del-Favero, J Raymond DePaulo, Amanda L Dobbyn, Ashley Dumont, Torbjørn Elvsåshagen, Valentina Escott-Price, Chun Chieh Fan, Sascha B Fischer, Matthew Flickinger, Tatiana M Foroud, Liz Forty, Josef Frank, Christine Fraser, Nelson B Freimer, Louise Friseìn, Katrin Gade, Diane Gage, Julie Garnham, Claudia Giambartolomei, Marianne Giørtz Pedersen, Jaqueline Goldstein, Scott D Gordon, Katherine Gordon-Smith, Elaine K Green, Melissa J Green, Tiffany A Greenwood, Jakob Grove, Weihua Guan, Joseì Guzman Parra, Marian L Hamshere, Martin Hautzinger, Urs Heilbronner, Stefan Herms, Maria Hipolito, Per Hoffmann, Dominic Holland, Laura Huckins, Steìphane Jamain, Jessica S Johnson, Anders Jureìus, Radhika Kandaswamy, Robert Karlsson, James L Kennedy, Sarah Kittel-Schneider, Sarah V Knott, James A Knowles, Manolis Kogevinas, Anna C Koller, Ralph Kupka, Catharina Lavebratt, Jacob Lawrence, William B Lawson, Markus Leber, Phil H Lee, Shawn E Levy, Jun Z Li, Chunyu Liu, Susanne Lucae, Anna Maaser, Donald J MacIntyre, Pamela B Mahon, Wolfgang Maier, Lina Martinsson, Steve McCarroll, Peter McGuffin, Melvin G McInnis, James D McKay, Helena Medeiros, Sarah E Medland, Fan Meng, Lili Milani, Grant W Montgomery, Derek W Morris, Thomas W Mühleisen, Niamh Mullins, Hoang Nguyen, Caroline M Nievergelt, Annelie Nordin Adolfsson, Evaristus A Nwulia, Claire O’Donovan, Loes M Olde Loohuis, Anil P S Ori, Lilijana Oruc, Urban Ösby, Roy H Perlis, Amy Perry, Andrea Pfennig, James B Potash, Shaun M Purcell, Eline J Regeer, Andreas Reif, Ceìline S Reinbold, John P Rice, Fabio Rivas, Margarita Rivera, Panos Roussos, Douglas M Ruderfer, Euijung Ryu, Cristina Saìnchez-Mora, Alan F Schatzberg, William A Scheftner, Nicholas J Schork, Cynthia Shannon Weickert, Tatyana Shehktman, Paul D Shilling, Engilbert Sigurdsson, Claire Slaney, Olav B Smeland, Janet L Sobell, Christine Søholm Hansen, Anne T Spijker, David St Clair, Michael Steffens, John S Strauss, Fabian Streit, Jana Strohmaier, Szabolcs Szelinger, Robert C Thompson, Thorgeir E Thorgeirsson, Jens Treutlein, Helmut Vedder, Weiqing Wang, Stanley J Watson, Thomas W Weickert, Stephanie H Witt, Simon Xi, Wei Xu, Allan H Young, Peter Zandi, Peng Zhang, Sebastian Zollner, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Lena Backlund, Bernhard T Baune, Frank Bellivier, Wade H Berrettini, Joanna M Biernacka, Douglas H R Blackwood, Michael Boehnke, Anders D Børglum, Aiden Corvin, Nicholas Craddock, Mark J Daly, Udo Dannlowski, ToÞnu Esko, Bruno Etain, Mark Frye, Janice M Fullerton, Elliot S Gershon, Michael Gill, Fernando Goes, Maria Grigoroiu-Serbanescu, Joanna Hauser, David M Hougaard, Christina M Hultman, Ian Jones, Lisa A Jones, Reneì S Kahn, George Kirov, Mikael Landeìn, Marion Leboyer, Cathryn M Lewis, Qingqin S Li, Jolanta Lissowska, Nicholas G Martin, Fermin Mayoral, Susan L McElroy, Andrew M McIntosh, Francis J McMahon, Ingrid Melle, Andres Metspalu, Philip B Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Richard M Myers, Benjamin M Neale, Vishwajit Nimgaonkar, Merete Nordentoft, Markus M Nöthen, Michael C O’Donovan, Ketil J Oedegaard, Michael J Owen, Sara A Paciga, Carlos Pato, Michele T Pato, Danielle Posthuma, Josep Antoni Ramos-Quiroga, Marta Ribaseìs, Marcella Rietschel, Guy A Rouleau, Martin Schalling, Peter R Schofield, Thomas G Schulze, Alessandro Serretti, Jordan W Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Patrick F Sullivan, Gustavo Turecki, Arne E Vaaler, Eduard Vieta, John B Vincent, Thomas Werge, John I Nurnberger, Naomi R Wray, Arianna Di Florio, Howard J Edenberg, Sven Cichon, Roel A Ophoff, Laura J Scott, Ole A Andreassen, John Kelsoe, Pamela Sklar, APH - Mental Health, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, and Complex Trait Genetics
Subjects: 0301 basic medicine, False discovery rate, Aging, genetic structures, RISK VARIANT, LOCI, Genome-wide association study, Disease, Neurodegenerative, PHOSPHATIDYLINOSITOL 3,5-BISPHOSPHATE, 0302 clinical medicine, MARK2, SCHIZOPHRENIA, 2.1 Biological and endogenous factors, Psychology, GWAS, Manic-depressive illness, Aetiology, Original Research, Psychiatric Genomics Consortium Bipolar Disorder Working Group, bipolar disorder, Genetics, Trastorn bipolar, DEMENTIA, General Neuroscience, Alzheimer's disease, 3. Good health, Cognitive Sciences, affective symptoms, Alzheimer’s disease, Biotechnology, Locus (genetics), Genomics, macromolecular substances, Biology, lcsh:RC321-571, KYNURENINE PATHWAY, 03 medical and health sciences, SDG 17 - Partnerships for the Goals, pleiotropy, Acquired Cognitive Impairment, medicine, LITHIUM, SNP, ddc:610, Bipolar disorder, GENOME-WIDE ASSOCIATION, lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, Gene, Human Genome, Neurosciences, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), medicine.disease, Brain Disorders, Malaltia d'Alzheimer, 030104 developmental biology, TELOMERE LENGTH, DIRECTLY PHOSPHORYLATES, cognitive symptoms, VAC14, 030217 neurology & neurosurgery, Neuroscience
Abstract: Background: Alzheimer’s disease (AD) and bipolar disorder (BIP) are complex traits influenced by numerous common genetic variants, most of which remain to be detected. Clinical and epidemiological evidence suggest that AD and BIP are related. However, it is not established if this relation is of genetic origin. Here, we applied statistical methods based on the conditional false discovery rate (FDR) framework to detect genetic overlap between AD and BIP and utilized this overlap to increase the power to identify common genetic variants associated with either or both traits. Methods: We obtained genome wide association studies data from the International Genomics of Alzheimer’s Project part 1 (17,008 AD cases and 37,154 controls) and the Psychiatric Genetic Consortium Bipolar Disorder Working Group (20,352 BIP cases and 31,358 controls). We used conditional QQ-plots to assess overlap in common genetic variants between AD and BIP. We exploited the genetic overlap to re-rank test-statistics for AD and BIP and improve detection of genetic variants using the conditional FDR framework. Results: Conditional QQ-plots demonstrated a polygenic overlap between AD and BIP. Using conditional FDR, we identified one novel genomic locus associated with AD, and nine novel loci associated with BIP. Further, we identified two novel loci jointly associated with AD and BIP implicating the MARK2 gene (lead SNP rs10792421, conjunctional FDR = 0.030, same direction of effect) and the VAC14 gene (lead SNP rs11649476, conjunctional FDR = 0.022, opposite direction of effect). Conclusion: We found polygenic overlap between AD and BIP and identified novel loci for each trait and two jointly associated loci. Further studies should examine if the shared loci implicating the MARK2 and VAC14 genes could explain parts of the shared and distinct features of AD and BIP. Copyright © 2019 Drange, Smeland, Shadrin, Finseth, Witoelar, Frei, Psychiatric Genomics Consortium Bipolar Disorder Working Group, Wang, Hassani, Djurovic, Dale and Andreassen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
Published: 2019

14. Polygenic scores for major depressive disorder and depressive symptoms predict response to lithium in patients with bipolar disorder

Author: Michael McCarthy, Alfonso Tortorella, Jean-Michel Aubry, James B. Potash, Hsi-Chung Chen, Eduard Vieta, Claire Slaney, Frank Bellivier, Claire O'Donovan, Palmiero Monteleone, Alexandre Dayer, Lena Backlund, Michael Bauer, Nina Dalkner, Christian Simhandl, Liping Hou, Katzutaka Shimoda, Cristiana Cruceanu, Janusz K. Rybakowski, Lina Martinsson, Gonzalo Laje, Susan G. Leckband, Andrea Hofmann, Micah Cearns, Eva Z. Reininghaus, Barbara W. Schweizer, Pablo Cervantes, Marcella Rietschel, Ryota Hashimoto, Paul Grof, Tomas Novak, Yi-Hsiang Hsu, Stephanie H. Witt, John R. Kelsoe, Julia Veeh, Thomas Stamm, Francesc Colom, Catharina Lavebratt, Adam Wright, Maria Grigoroiu-Serbanescu, Philip B. Mitchell, Ichiro Kusumi, Sarah Kittel-Schneider, Urs Heilbronner, Julie Garnham, Sven Cichon, Layla Kassem, Norio Ozaki, Piotr M. Czerski, Markus M. Nöthen, Peter Falkai, Bruno Etain, Mirko Manchia, Joanna Hauser, Urban Ösby, Caroline M. Nievergelt, Fasil Tekola-Ayele, Stéphane Jamain, Thomas G. Schulze, Clara Brichant-Petitjean, Antonio Benabarre, Bernhard T. Baune, Esther Jiménez, Joanna M. Biernacka, Paul D. Shilling, Caterina Chillotti, Barbara König, Abesh Kumar Bhattacharjee, Scott R. Clark, Andrea Pfennig, Mazda Adli, Raffaella Ardau, Marina Mitjans, Armin Birner, Andreas Reif, Sergi Papiol, Mario Maj, Giovanni Severino, Martin Schalling, Fernando S. Goes, Susan L. McElroy, Franziska Degenhardt, Louise Frisén, Pavla Stopkova, Peter P. Zandi, J. Raymond DePaulo, Martin Alda, Peter R. Schofield, Per Hoffmann, Susanne Bengesser, Stefan Herms, Klaus Oliver Schubert, Sebastian Kliwicki, Guy A. Rouleau, Andreas J. Forstner, Gustavo Turecki, Bárbara Arias, Azmeraw T. Amare, Marion Leboyer, Maria Del Zompo, Po-Hsiu Kuo, Nirmala Akula, Francis M. Mondimore, Sébastien Gard, Mark A. Frye, Mikael Landén, Alessio Squassina, Jean-Pierre Kahn, Francis J. McMahon, Kazufumi Akiyama, Tadafumi Kato, Tatyana Shekhtman, and Janice M. Fullerton
Subjects: Oncology, medicine.medical_specialty, Lithium (medication), business.industry, Genome-wide association study, Logistic regression, medicine.disease, 030227 psychiatry, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Quartile, Internal medicine, Medicine, Major depressive disorder, Bipolar disorder, business, 030217 neurology & neurosurgery, Depression (differential diagnoses), medicine.drug, Genetic association
Abstract: BackgroundLithium is a first-line medication for bipolar disorder (BD), but only ~30% of patients respond optimally to the drug. Since genetic factors are known to mediate lithium treatment response, we hypothesized whether polygenic susceptibility to the spectrum of depression traits is associated with treatment outcomes in patients with BD. In addition, we explored the potential molecular underpinnings of this relationship.MethodsWeighted polygenic scores (PGSs) were computed for major depressive disorder (MDD) and depressive symptoms (DS) in BD patients from the Consortium on Lithium Genetics (ConLi+Gen; n=2,586) who received lithium treatment. Lithium treatment outcome was assessed using the ALDA scale. Summary statistics from genome-wide association studies (GWAS) in MDD (130,664 cases and 330,470 controls) and DS (n=161,460) were used for PGS weighting. Associations between PGSs of depression traits and lithium treatment response were assessed by binary logistic regression. We also performed a cross-trait meta-GWAS, followed by Ingenuity® Pathway Analysis.OutcomesBD patients with a low polygenic load for depressive traits were more likely to respond well to lithium, compared to patients with high polygenic load (MDD: OR =1.64 [95%CI: 1.26-2.15], lowest vs highest PGS quartiles; DS: OR=1.53 [95%CI: 1.18-2.00]). Associations were significant for type 1, but not type 2 BD. Cross-trait GWAS and functional characterization implicated voltage-gated potassium channels, insulin-related pathways, mitogen-activated protein-kinase (MAPK) signaling, and miRNA expression.InterpretationGenetic loading to depression traits in BD patients lower their odds of responding optimally to lithium. Our findings support the emerging concept of a lithium-responsive biotype in BD.FundingSee attached details
Published: 2018
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15. Applying polygenic risk scoring for psychiatric disorders to a large family with bipolar disorder and major depressive disorder

Author: Peter P. Zandi, Lisa Jones, Aartjan T.F. Beekman, Christine Fraser, Andreas J. Forstner, Nese Direk, Mark Lathrop, Jesper Krogh, Merete Nordentoft, Bradley T. Webb, Yihan Li, Michael Bauer, Qingqin S. Li, Daniel J. Smith, Carsten Horn, Robert C. Thompson, René Breuer, Eli A. Stahl, David A. Collier, Richard Williamson, Boomsma, Dorret, I, Céline S. Reinbold, Laura J. Scott, Manolis Kogevinas, Jacob Lawrence, Caroline Hayward, Nicholas J. Schork, Penelope A. Lind, Wade H. Berrettini, John B. Vincent, Toni-Kim Clarke, Henry Voelzke, Stacy Steinberg, Hreinn Stefansson, Dean F. MacKinnon, Thorgeir E. Thorgeirsson, Niamh Mullins, Esben Agerbo, Rudolf Uher, Christina M. Hultman, Pamela A. F. Madden, Eva C. Schulte, Matthew Flickinger, Sebastian Zöllner, Kenneth S. Kendler, Urban Ösby, Enrique Castelao, Michael John Owen, Colm O'Dushlaine, Jens Treutlein, Joanna Hauser, Markus M. Noethen, Erin N. Smith, James McKay, Sandra Van der Auwera, Erin C. Dunn, Steven P. Hamilton, Martin Schalling, Helmut Vedder, Katherine Gordon-Smith, Fabio Rivas, Matthias Nauck, James B. Potash, Morten Mattingsdal, Ling Shen, Tim B. Bigdeli, Kimberly Chambert, Volker Arolt, Daniel L. Koller, Annelie Nordin Adolfsson, Na Cai, Nicholas G. Martin, Carlos N. Pato, Georg Homuth, Jonas Bybjerg-Grauholm, Alexander Teumer, Wesley K. Thompson, Hamel Patel, Jian Yang, Margit Burmeister, Frank Bellivier, Jodie N. Painter, Enda M. Byrne, Margarita Rivera, Nicholas John Craddock, Tatiana Foroud, Shaun Purcell, Paul D. Shilling, David Craig, Vanessa Kiyomi Ota, Michael Boehnke, Devin Absher, Stéphane Jamain, Anne Farmer, Yunpeng Wang, Ole Mors, William A. Scheftner, Jack D. Barchas, Robert Maier, Stanley J. Watson, Allan H. Young, Baptiste Couvy-Duchesne, Jakob Grove, Rick Jansen, John P. Rice, Gerome Breen, Eske M. Derks, Ingrid Melle, Tiffany A. Greenwood, Manuel Mattheisen, Bernard Ng, Edward M. Scolnick, Stefan Kloiber, Lili Milani, Yuri Milaneschi, Fermín Mayoral, Engilbert Sigurdsson, Sarah E. Medland, Wolfgang Maier, Alan F. Schatzberg, Myrna M. Weissman, Jun Li, John R. Kelsoe, Eric Jorgenson, Grant C.B. Sinnamon, Preben Bo Mortensen, Jana Strohmaier, William Byerley, Michel G. Nivard, Richard M. Myers, Evelin Mihailov, Gustavo Turecki, Benjamin S. Pickard, Ian J. Deary, Bernhard T. Baune, Marian L. Hamshere, Stephanie H. Witt, Patrick F. Sullivan, Jennifer L. Moran, Farnush Farhadi Hassan Kiadeh, Cathryn M. Lewis, Srdjan Djurovic, Ian B. Hickie, Hans J. Grabe, Helena Gaspar, Francis J. McMahon, Catherine Schaefer, Guy A. Rouleau, Sandra Meier, Derek W. Morris, Tõnu Esko, Wouter J. Peyrot, Markus Schwarz, Silviu-Alin Bacanu, Adam Wright, Melvin G. McInnis, Elaine K. Green, Douglas M. Ruderfer, Danielle Posthuma, Franziska Degenhardt, Per Qvist, Henriette N. Buttenschøn, Jolanta Lissowska, Stephan Ripke, Nicholas Bass, Giorgio Pistis, Emma M. Quinn, Shantel Weinsheimer, Howard J. Edenberg, Sintia Iole Belangero, Charles Curtis, Ashley R. Winslow, Tracy M. Air, Johannes H. Smit, Isaac S. Kohane, Wei Xu, Pamela B. Mahon, Neonila Szeszenia-Dabrowska, Gonneke Willemsen, Ivan Nikolov, Sven Cichon, Gregory E. Crawford, David M. Hougaard, E.J.C. de Geus, Klaus Berger, Evaristus A. Nwulia, Fernando S. Goes, Pablo Cervantes, Udo Dannlowski, Rolf Adolfsson, Thomas G. Schulze, Bruno Etain, Mark J. Adams, Thomas Hansen, Hugh Gurling, Fan Guo Meng, Judith A. Badner, Julien Bryois, Mateus Jose Abdalla Diniz, Rodrigo A. Bressan, Radhika Kandaswamy, Josef Frank, I. Nicol Ferrier, Bertram Mueller-Myhsok, Manuel A. R. Ferreira, Marion Leboyer, Futao Zhang, Valentina Moskvina, Patrik K. E. Magnusson, Laura M. Huckins, Douglas Blackwood, Michael Gill, Jianxin Shi, Dale R. Nyholt, Nancy L. Pedersen, André G. Uitterlinden, Henning Tiemeier, Vassily Trubetskoy, Scott D. Gordon, Ian Jones, Grant W. Montgomery, Martin Preisig, Cristiana Cruceanu, Sara A. Paciga, Lena Backlund, Abdel Abdellaoui, Andres Metspalu, Gunnar Morken, Marcus Ising, Sascha B. Fischer, Lilijana Oruc, Sian Caesar, Sarah Kittel-Schneider, Thalia C. Eley, Vihra Milanova, Thomas Werge, Andrew Heath, Katherine E. Tansey, Thomas W. Muehleisen, Jane H. Christensen, Chunyu Liu, Mikael Landén, Douglas F. Levinson, Julia Kraft, Juergen Wellmann, Coleman, Jonathan R., I, Peng Zhang, Glyn Lewis, Henning Teismann, Hamdi Mbarek, Carsten Bøcker Pedersen, Szabolcs Szelinger, Alexander Viktorin, Paul Brennan, Brenda W.J.H. Penninx, Maciej Trzaskowski, Yang Wu, Katharina Domschke, John Strauss, Hilary K. Finucane, Detelina Grozeva, Peter Holmans, Saira Saeed Mirza, Ole A. Andreassen, John I. Nurnberger, Lynsey S Hall, Till F. M. Andlauer, Sara Mostafavi, Andreas Reif, Joanna M. Biernacka, Christine Søholm Hansen, Hualin S. Xi, Stephen Newhouse, William E. Bunney, Andrew M. McIntosh, Anna Maaser, Enrico Domenici, Shyn, Stanley, I, Gail Davies, Warren W. Kretzschmar, Simone de Jong, Lucía Colodro-Conde, Pippa A. Thomson, Francis M. Mondimore, Martin Hautzinger, Cinnamon S. Bloss, Fabian Streit, James L. Kennedy, Erik Pettersson, Peter M. Visscher, Valentina Escott-Price, Donald J. MacIntyre, Johannes Schumacher, Kevin A. McGhee, Divya Mehta, Naomi R. Wray, Robert A. Schoevers, John A. Rice, Jordan W. Smoller, Anders D. Børglum, Susanne Lucae, Jorge A. Quiroz, Daniel Umbricht, Jouke-Jan Hottenga, Kari Stefansson, Marcella Rietschel, Zoltán Kutalik, Sarah E. Bergen, Paul F. O'Reilly, Amanda Dobbyn, Michael Conlon O'Donovan, Falk W. Lohoff, Caroline M. Nievergelt, David J. Porteous, Matthew Traylor, Brien P. Riley, Roy H. Perlis, J. Raymond DePaulo, Martin Alda, James A. Knowles, Cristiano Noto, Keith Matthews, Mark A. Frye, Patrick J. McGrath, Roseann E. Peterson, David St Clair, Roel A. Ophoff, William Coryell, Peter McGuffin, Andiara Calado Saloma Rodrigues, Elliot S. Gershon, Conor V. Dolan, Janice M. Fullerton, Weihua Guan, Niklas Långström, Pamela Sklar, Paul Lichtenstein, Per Hoffmann, Ary Gadelha, Alan W. McLean, Andrew McQuillin, Philip B. Mitchell, Huda Akil, Piotr M. Czerski, Michael Steffens, Hogni Oskarsson, Soumya Raychaudhuri, Marcos L. Santoro, Elisabeth B. Binder, Christel M. Middeldorp, Jose G. Para, Jurgen Del-Favero, Vishwajit L. Nimgaonkar, Peter R. Schofield, Stefan Herms, Marie Bækvad-Hansen, Andrea Pfennig, Albert M. van Hemert, Jutta Kammerer-Ciernioch, Adebayo Anjorin, Sara Paciga, William Lawson, George Kirov, Aiden Corvin, Maria Grigoroiu-Serbanescu, Marianne Giørtz Pedersen, Jonathan Marchini, Markus Leber, Maria Hipolito, Louise Frisén, Margitta Borrmann-Hassenbach, Amanda Elkin, Major Depressive Disorder and Bipolar Disorder Working Groups of the Psychiatric Genomics Consortium, Wray, N.R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Agerbo, E., Air, T.M., Andlauer, TFM, Bacanu, S.A., Bækvad-Hansen, M., Beekman, ATF, Bigdeli, T.B., Binder, E.B., Blackwood, DHR, Bryois, J., Buttenschøn, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Christensen, J.H., Clarke, T.K., Coleman, JRI, 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, FFH, Finucane, H.K., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Grove, J., Hansen, C.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Hougaard, D.M., Ising, M., Jansen, R., Jones, I., Jones, L.A., 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., Oskarsson, H., Owen, M.J., Painter, J.N., Pedersen, C.B., Pedersen, M.G., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P., Riley, B.P., Rivera, M., Mirza, S.S., Schoevers, R., Schulte, E.C., Shen, L., Shyn, S.I., Sigurdsson, E., Sinnamon, GCB, Smit, J.H., Smith, D.J., Stefansson, H., Steinberg, S., 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., Van der Auwera, S., van Hemert, A.M., Viktorin, A., Visscher, P.M., Wang, Y., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.S., Yang, J., Zhang, F., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., de Geus, EJC, 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, PAF, Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Mors, O., Mortensen, P.B., Müller-Myhsok, B., Nordentoft, M., Nöthen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, BWJH, Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Smoller, J.W., Stefansson, K., Tiemeier, H., Uher, R., Völzke, H., Weissman, M.M., Werge, T., Lewis, C.M., Levinson, D.F., Børglum, A.D., Sullivan, P.F., Meier, S., Strauss, J., Xu, W., Vincent, J.B., Matthews, K., Ferreira, M., O'Dushlaine, C., Purcell, S., Raychaudhuri, S., Ruderfer, D.M., Sklar, P., Scott, L.J., Flickinger, M., Burmeister, M., Li, J., Guan, W., Absher, D., Thompson, R.C., Meng, F.G., Schatzberg, A.F., Bunney, W.E., Barchas, J.D., Watson, S.J., Myers, R.M., Akil, H., Boehnke, M., Chambert, K., Moran, J., Scolnick, E., Djurovic, S., Melle, I., Morken, G., Corvin, A., Anjorin, A., Kandaswamy, R., Lawrence, J., McLean, A.W., Pickard, B.S., Bergen, S.E., Nimgaonkar, V., Landén, M., Schalling, M., Osby, U., Backlund, L., Frisén, L., Langstrom, N., Stahl, E., Dobbyn, A., Jamain, S., Etain, B., Bellivier, F., Leber, M., Maaser, A., Fischer, S.B., Reinbold, C.S., Kittel-Schneider, S., Fullerton, J.M., Oruč, L., Para, J.G., Mayoral, F., Rivas, F., Czerski, P.M., Kammerer-Ciernioch, J., Vedder, H., Borrmann-Hassenbach, M., Pfennig, A., Brennan, P., McKay, J.D., Kogevinas, M., Schwarz, M., Schofield, P.R., Mühleisen, T.W., Schumacher, J., Bauer, M., Wright, A., Mitchell, P.B., Hautzinger, M., Kelsoe, J.R., Greenwood, T.A., Nievergelt, C.M., Shilling, P.D., Smith, E.N., Bloss, C.S., Edenberg, H.J., Koller, D.L., Gershon, E.S., Liu, C., Badner, J.A., Scheftner, W.A., Lawson, W.B., Nwulia, E.A., Hipolito, M., Coryell, W., Rice, J., Byerley, W., McMahon, F.J., Lohoff, F.W., Zandi, P.P., Mahon, P.B., McInnis, M.G., Zöllner, S., Zhang, P., Szelinger, S., St Clair, D., Caesar, S., Gordon-Smith, K., Fraser, C., Green, E.K., Grozeva, D., Hamshere, M.L., Kirov, G., Nikolov, I., Collier, D.A., Elkin, A., Williamson, R., Young, A.H., Ferrier, I.N., Milanova, V., Alda, M., Cervantes, P., Cruceanu, C., Rouleau, G.A., Turecki, G., Paciga, S., Winslow, A.R., Grigoroiu-Serbanescu, M., Ophoff, R., Adolfsson, R., Adolfsson, A.N., Del-Favero, J., Pato, C., Biernacka, J.M., Frye, M.A., Morris, D., Schork, N.J., Reif, A., Lissowska, J., Hauser, J., Szeszenia-Dabrowska, N., McGhee, K., Quinn, E., Moskvina, V., Holmans, P.A., Farmer, A., Kennedy, J.L., Andreassen, O.A., Mattingsdal, M., Bass, N.J., Gurling, H., McQuillin, A., Breuer, R., Hultman, C., Lichtenstein, P., Huckins, L.M., Leboyer, M., Lathrop, M., Nurnberger, J., Steffens, M., Foroud, T.M., Berrettini, W.H., Craig, D.W., Shi, J., Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Perceptual and Cognitive Neuroscience (PCN), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Major Depressive Disorder Bipolar, Biological Psychology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Methodology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, Pediatric Surgery, Epidemiology, Child and Adolescent Psychiatry / Psychology, Psychiatry, and Internal Medicine
Subjects: Netherlands Twin Register (NTR), 0301 basic medicine, Major Depressive Disorder and Bipolar Disorder Working Groups of the Psychiatric Genomics Consortium, Bipolar Disorder, SAMPLE, Medicine (miscellaneous), Pedigree chart, Disease, 0302 clinical medicine, SCHIZOPHRENIA, 2.1 Biological and endogenous factors, Medicine, Aetiology, ANTICIPATION, lcsh:QH301-705.5, Psychiatry, 0303 health sciences, Depression, ASSOCIATION, Serious Mental Illness, Mental Health, Schizophrenia, Major depressive disorder, General Agricultural and Biological Sciences, Engineering sciences. Technology, medicine.medical_specialty, Context (language use), Article, Psykiatri, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, AGE, SDG 3 - Good Health and Well-being, ddc:570, Behavioral and Social Science, Genetics, PLINK, Genetic Testing, Bipolar disorder, Biology, 030304 developmental biology, business.industry, Prevention, Human Genome, Assortative mating, medicine.disease, Brain Disorders, 030104 developmental biology, Mood, lcsh:Biology (General), Mood disorders, Anticipation (genetics), ONSET, Human medicine, business, 030217 neurology & neurosurgery
Abstract: Psychiatric disorders are thought to have a complex genetic pathology consisting of interplay of common and rare variation. Traditionally, pedigrees are used to shed light on the latter only, while here we discuss the application of polygenic risk scores to also highlight patterns of common genetic risk. We analyze polygenic risk scores for psychiatric disorders in a large pedigree (n ~ 260) in which 30% of family members suffer from major depressive disorder or bipolar disorder. Studying patterns of assortative mating and anticipation, it appears increased polygenic risk is contributed by affected individuals who married into the family, resulting in an increasing genetic risk over generations. This may explain the observation of anticipation in mood disorders, whereby onset is earlier and the severity increases over the generations of a family. Joint analyses of rare and common variation may be a powerful way to understand the familial genetics of psychiatric disorders., Simone de Jong et al. examine the balance of common and rare risk for psychiatric disorders in a large family with high incidence of Bipolar Disorder and Major Depressive Disorder. They find that increased polygenic risk over generations could be partially due to assortative mating, which may explain the observation of anticipation in mood disorders.
Published: 2018

16. Analysis of the Influence of microRNAs in Lithium Response in Bipolar Disorder

Author: Céline S. Reinbold, Andreas J. Forstner, Julian Hecker, Janice M. Fullerton, Per Hoffmann, Liping Hou, Urs Heilbronner, Franziska Degenhardt, Mazda Adli, Kazufumi Akiyama, Nirmala Akula, Raffaella Ardau, Bárbara Arias, Lena Backlund, Antonio Benabarre, Susanne Bengesser, Abesh K. Bhattacharjee, Joanna M. Biernacka, Armin Birner, Cynthia Marie-Claire, Pablo Cervantes, Guo-Bo Chen, Hsi-Chung Chen, Caterina Chillotti, Scott R. Clark, Francesc Colom, David A. Cousins, Cristiana Cruceanu, Piotr M. Czerski, Alexandre Dayer, Bruno Étain, Peter Falkai, Louise Frisén, Sébastien Gard, Julie S. Garnham, Fernando S. Goes, Paul Grof, Oliver Gruber, Ryota Hashimoto, Joanna Hauser, Stefan Herms, Stéphane Jamain, Esther Jiménez, Jean-Pierre Kahn, Layla Kassem, Sarah Kittel-Schneider, Sebastian Kliwicki, Barbara König, Ichiro Kusumi, Nina Lackner, Gonzalo Laje, Mikael Landén, Catharina Lavebratt, Marion Leboyer, Susan G. Leckband, Carlos A. López Jaramillo, Glenda MacQueen, Mirko Manchia, Lina Martinsson, Manuel Mattheisen, Michael J. McCarthy, Susan L. McElroy, Marina Mitjans, Francis M. Mondimore, Palmiero Monteleone, Caroline M. Nievergelt, Urban Ösby, Norio Ozaki, Roy H. Perlis, Andrea Pfennig, Daniela Reich-Erkelenz, Guy A. Rouleau, Peter R. Schofield, K. Oliver Schubert, Barbara W. Schweizer, Florian Seemüller, Giovanni Severino, Tatyana Shekhtman, Paul D. Shilling, Kazutaka Shimoda, Christian Simhandl, Claire M. Slaney, Jordan W. Smoller, Alessio Squassina, Thomas J. Stamm, Pavla Stopkova, Sarah K. Tighe, Alfonso Tortorella, Gustavo Turecki, Julia Volkert, Stephanie H. Witt, Adam J. Wright, L. Trevor Young, Peter P. Zandi, James B. Potash, J. Raymond DePaulo, Michael Bauer, Eva Reininghaus, Tomáš Novák, Jean-Michel Aubry, Mario Maj, Bernhard T. Baune, Philip B. Mitchell, Eduard Vieta, Mark A. Frye, Janusz K. Rybakowski, Po-Hsiu Kuo, Tadafumi Kato, Maria Grigoroiu-Serbanescu, Andreas Reif, Maria Del Zompo, Frank Bellivier, Martin Schalling, Naomi R. Wray, John R. Kelsoe, Martin Alda, Francis J. McMahon, Thomas G. Schulze, Marcella Rietschel, Markus M. Nöthen, Sven Cichon, University Hospital Basel [Basel], Universitätsklinikum Bonn (UKB), Neuroscience Research Australia (NeuRA), Translational Centre for Regenerative Medicine (TRM), Department of Cell Therapy, Universität Leipzig [Leipzig]-Universität Leipzig [Leipzig], Human Genetics Branch, National Institutes of Health [Bethesda] (NIH)-National Institute of Mental Health (NIMH), Department of Psychiatry and Psychotherapy, Georg-August-University [Göttingen], Department of Genomics, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Unit of Clinical Pharmacology, University-Hospital of Cagliari, Department of Psychiatry, Trinity College Dublin-St. James's Hospital, Mayo Clinic, University of Adelaide, McGill University = Université McGill [Montréal, Canada], Psychiatric Genetic Unit, Poznan University of Medical Sciences, Variabilité de réponse aux Psychotropes (VariaPsy - U1144), Université Paris Diderot - Paris 7 (UPD7)-Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), Université Sorbonne Paris Cité (USPC), Université Paris Diderot - Paris 7 (UPD7), Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), University of Homburg, Department of Molecular Medicine, Karolinska Institutet [Stockholm], Service de psychiatrie adulte, Université Bordeaux Segalen - Bordeaux 2-Hôpital Charles Perrens, Dalhousie University [Halifax], Johns Hopkins University (JHU), Mood Disorders Center of Ottawa (MDCO), University of Ottawa [Ottawa], Department of Psychiatry [Heidelberg], University of Heidelberg, Medical Faculty, Molecular Research Center for Children’s Mental Development, United Graduate School of Child Development, Osaka University [Osaka], Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), IrsiCaixa (Institut de Recerca de la Sida), Service de Psychiatrie et Psychologie Clinique, Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Hôpital Jeanne-d'Arc, Mental Health Sciences Unit, University College of London [London] (UCL), Department of Adult Psychiatry, Abteilung Informatik und angewandte Kognitionswissenschaft [Duisburg] (INKO), Universität Duisburg-Essen [Essen], Hokkaido University Graduate School of Medicine, Department of medicine [Stockholm], Karolinska Institutet [Stockholm]-Karolinska University Hospital [Stockholm], Molecular Medicine and Surgery department, University of California [San Diego] (UC San Diego), University of California-University of California, University of Antioquia, Università degli Studi di Salerno (UNISA), Department of Clinical Neuroscience, R&D Unit, Department of Psychiatry, Danderyd University Hospital–Karolinska Institutet, Fujita Health University School of Medicine, Center for Human Genetic Research, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Technische Universität Dresden = Dresden University of Technology (TU Dresden), Prince of Wales Medical Research Institute, University of New South Wales [Sydney] (UNSW), Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Massachusetts General Hospital [Boston], Prague Psychiatric Center, University of Prague, Università degli Studi di Perugia (UNIPG), Department of Psychiatry [Montréal], School of Psychiatry, Black Dog Institute-University of New South Wales [Sydney] (UNSW), Department of Mental Health, Johns Hopkins University and Hospital, Center for Sepsis Control & Care, Jena University Hospital, Medical University Graz, Department of Mental Health and Psychiatry, University Hospital of Geneva, Università degli studi della Campania 'Luigi Vanvitelli', Institute of Neuroscience, Hospital Clinic-IDIBAPS - CIBERSAM - ENBREC-University of Barcelona, Institute of Epidemiology and Preventive Medicine, National Taiwan University [Taiwan] (NTU), Laboratory for Molecular Dynamics of Mental Disorders, RIKEN Center for Brain Science [Wako] (RIKEN CBS), RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN)-RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN), Biometric Psychiatric Genetics Research Unit, Alexandru Obregia Psychiatric Hospital, Service de psychiatrie, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor-Hôpital Albert Chenevier, King‘s College London, Univerity of Mannheim, Institute of Human Genetics [Erlangen, Allemagne], Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, McGill University, Optimisation Thérapeutique en Neuropsychopharmacologie (VariaPsy - U1144), Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Diderot - Paris 7 (UPD7), Assistance publique - Hôpitaux de Paris (AP-HP) (APHP), University of Ottawa [Ottawa] (uOttawa), Technische Universität Dresden (TUD), University of New South Wales [Sydney] (UNSW)-Black Dog Institute, RIKEN Brain Science Institute, Assistance publique - Hôpitaux de Paris (AP-HP) (APHP)-Hôpital Henri Mondor-Hôpital Albert Chenevier, Friedrich Alexander University [Erlangen-Nürnberg], Universitat de Barcelona, Georg-August-University = Georg-August-Universität Göttingen, University of California (UC)-University of California (UC), Università degli Studi di Salerno = University of Salerno (UNISA), Danderyds sjukhus = Danderyd University Hospital, Università degli Studi di Perugia = University of Perugia (UNIPG), Università degli studi della Campania 'Luigi Vanvitelli' = University of the Study of Campania Luigi Vanvitelli, Reinbold, Céline S., Forstner, Andreas J., Hecker, Julian, Fullerton, Janice M., Hoffmann, Per, Hou, Liping, Heilbronner, Ur, Degenhardt, Franziska, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Ardau, Raffaella, Arias, Bárbara, Backlund, Lena, Benabarre, Antonio, Bengesser, Susanne, Bhattacharjee, Abesh K., Biernacka, Joanna M., Birner, Armin, Marie-Claire, Cynthia, Cervantes, Pablo, Chen, Guo-Bo, Chen, Hsi-Chung, Chillotti, Caterina, Clark, Scott R., Colom, Francesc, Cousins, David A., Cruceanu, Cristiana, Czerski, Piotr M., Dayer, Alexandre, Étain, Bruno, Falkai, Peter, Frisén, Louise, Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grof, Paul, Gruber, Oliver, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Jamain, Stéphane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Jaramillo, Carlos A. López, Macqueen, Glenda, Manchia, Mirko, Martinsson, Lina, Mattheisen, Manuel, Mccarthy, Michael J., Mcelroy, Susan L., Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Ösby, Urban, Ozaki, Norio, Perlis, Roy H., Pfennig, Andrea, Reich-Erkelenz, Daniela, Rouleau, Guy A., Schofield, Peter R., Schubert, K. Oliver, Schweizer, Barbara W., Seemüller, Florian, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D., Shimoda, Kazutaka, Simhandl, Christian, Slaney, Claire M., Smoller, Jordan W., Squassina, Alessio, Stamm, Thomas J., Stopkova, Pavla, Tighe, Sarah K., Tortorella, Alfonso, Turecki, Gustavo, Volkert, Julia, Witt, Stephanie H., Wright, Adam J., Trevor Young, L., Zandi, Peter P., Potash, James B., Depaulo, J. Raymond, Bauer, Michael, Reininghaus, Eva, Novák, Tomáš, Aubry, Jean-Michel, Maj, Mario, Baune, Bernhard T., Mitchell, Philip B., Vieta, Eduard, Frye, Mark A., Rybakowski, Janusz K., Kuo, Po-Hsiu, Kato, Tadafumi, Grigoroiu-Serbanescu, Maria, Reif, Andrea, Zompo, Maria Del, Bellivier, Frank, Schalling, Martin, Wray, Naomi R., Kelsoe, John R., Alda, Martin, Mcmahon, Francis J., Schulze, Thomas G., Rietschel, Marcella, Nöthen, Markus M., and Cichon, Sven
Subjects: 0301 basic medicine, Genome-wide association study, Lithium (medication), lcsh:RC435-571, Bipolar disorder, Common variants, Lithium response, MicroRNA, Psychiatry and Mental Health, Common variant, Lithium, Biology, ddc:616.89, 03 medical and health sciences, lcsh:Psychiatry, [SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Genomics [q-bio.GN], common variants, medicine, Manic-depressive illness, ddc:610, Gene, ComputingMilieux_MISCELLANEOUS, Trastorno Bipolar, Original Research, Psychiatry, bipolar disorder, Genetics, MicroARNs, Trastorn bipolar, genome-wide association study, microRNA, medicine.disease, genome-wide association stud, Liti, Phenotype, 3. Good health, MicroRNAs, Psychiatry and Mental health, 030104 developmental biology, Schizophrenia, Multiple comparisons problem, Litio, medicine.symptom, Mania, lithium response, medicine.drug
Abstract: Bipolar disorder (BD) is a common, highly heritable neuropsychiatric disease characterized by recurrent episodes of mania and depression. Lithium is the best-established long-term treatment for BD, even though individual response is highly variable. Evidence suggests that some of this variability has a genetic basis. This is supported by the largest genome-wide association study (GWAS) of lithium response to date conducted by the International Consortium on Lithium Genetics (ConLiGen). Recently, we performed the first genome-wide analysis of the involvement of miRNAs in BD and identified nine BD-associated miRNAs. However, it is unknown whether these miRNAs are also associated with lithium response in BD. In the present study, we therefore tested whether common variants at these nine candidate miRNAs contribute to the variance in lithium response in BD. Furthermore, we systematically analyzed whether any other miRNA in the genome is implicated in the response to lithium. For this purpose, we performed gene-based tests for all known miRNA coding genes in the ConLiGenGWAS dataset (n = 2,563 patients) using a set-based testing approach adapted from the versatile gene-based test for GWAS (VEGAS2). In the candidate approach, miR-499a showed a nominally significant association with lithium response, providing some evidence for involvement in both development and treatment of BD. In the genomewide miRNA analysis, 71 miRNAs showed nominally significant associations with the dichotomous phenotype and 106 with the continuous trait for treatment response. A total of 15 miRNAs revealed nominal significance in both phenotypes with miR-633 showing the strongest association with the continuous trait (p = 9.80E-04) and miR-607 with the dichotomous phenotype (p = 5.79E-04). No association between miRNAs and treatment response to lithium in BD in either of the tested conditions withstood multiple testing correction. Given the limited power of our study, the investigation of miRNAs in larger GWAS samples of BD and lithium response is warranted. COL0029147
Published: 2018

17. Gene set enrichment analysis and expression pattern exploration implicate an involvement of neurodevelopmental processes in bipolar disorder

Author: Michael Bauer, Susanne Moebus, Gulja Babadjanova, Guy A. Rouleau, Sascha B. Fischer, Markus Schwarz, Gustavo Turecki, Wolfgang Maier, Helmut Vedder, Marcella Rietschel, Fabio Rivas, Jana Strohmaier, André Lacour, Catherine Laprise, Lilia I. Abramova, Alexey Polonikov, Nicholas G. Martin, Jolanta Lissowska, Lilijana Oruc, Andreas Reif, Joanna Hauser, Scott D. Gordon, Lorena M. Schenk, James McKay, Alexander S. Tiganov, Markus M. Nöthen, Grant W. Montgomery, Bertram Müller-Myhsok, Susanne Lucae, Neonila Szeszenia-Dabrowska, Martin Alda, Galina Pantelejeva, Céline S. Reinbold, Cristiana Cruceanu, Lejla Pojskic, Manolis Kogevinas, Thomas G. Schulze, Paul Grof, Alexander Chuchalin, Stephanie H. Witt, Jens Treutlein, Manuel Mattheisen, Sven Cichon, Janice M. Fullerton, Andreas J. Forstner, Fabian Streit, Elza Khusnutdinova, Martin Hautzinger, Paul Brennan, Sarah E. Medland, Fermín Mayoral, Anna Maaser, Piotr M. Czerski, Franziska Degenhardt, Per Hoffmann, Markus Leber, Valery Krasnov, Thomas W. Mühleisen, Peter R. Schofield, Stefan Herms, Philip B. Mitchell, Andrea Pfennig, Jutta Kammerer-Ciernioch, Maria Grigoroiu-Serbanescu, and Nofer Institute of Occupational Medicine
Subjects: 0301 basic medicine, Male, Bipolar Disorder, Pathway analysis, Receptor, ErbB-2, Medizin, Gene Expression, Genome-wide association study, genetics [GRB2 Adaptor Protein], 0302 clinical medicine, Neurodevelopmental disorder, Gene expression, GRB2 protein, human, physiology [Genes, erbB-2], growth & development [Brain], Brain, Psychiatry and Mental health, Clinical Psychology, Phenotype, metabolism [RNA], Female, Psychology, Algorithms, Signal Transduction, metabolism [Receptor, ErbB-2], physiopathology [Bipolar Disorder], Bipolar disorder, Computational biology, Polymorphism, Single Nucleotide, 03 medical and health sciences, medicine, Humans, Genetic Predisposition to Disease, ddc:610, Gene, Genetic association, GRB2 Adaptor Protein, metabolism [Bipolar Disorder], metabolism [GRB2 Adaptor Protein], NCAM signaling for neurite out-growth, RNA, Genes, erbB-2, medicine.disease, GRB2 events in ERBB2 signaling, 030104 developmental biology, metabolism [Brain], Multiple comparisons problem, Neuroscience, 030217 neurology & neurosurgery, genetics [Bipolar Disorder], Genome-Wide Association Study
Abstract: Background Bipolar disorder (BD) is a common and highly heritable disorder of mood. Genome-wide association studies (GWAS) have identified several independent susceptibility loci. In order to extract more biological information from GWAS data, multi-locus approaches represent powerful tools since they utilize knowledge about biological processes to integrate functional sets of genes at strongly to moderately associated loci. Methods We conducted gene set enrichment analyses (GSEA) using 2.3 million single-nucleotide polymorphisms, 397 Reactome pathways and 24,025 patients with BD and controls. RNA expression of implicated individual genes and gene sets were examined in post-mortem brains across lifespan. Results Two pathways showed a significant enrichment after correction for multiple comparisons in the GSEA: GRB2 events in ERBB2 signaling, for which 6 of 21 genes were BD associated (P FDR = 0.0377), and NCAM signaling for neurite out-growth, for which 11 out of 62 genes were BD associated (P FDR = 0.0451). Most pathway genes showed peaks of RNA co-expression during fetal development and infancy and mapped to neocortical areas and parts of the limbic system. Limitations Pathway associations were technically reproduced by two methods, although they were not formally replicated in independent samples. Gene expression was explored in controls but not in patients. Conclusions Pathway analysis in large GWAS data of BD and follow-up of gene expression patterns in healthy brains provide support for an involvement of neurodevelopmental processes in the etiology of this neuropsychiatric disease. Future studies are required to further evaluate the relevance of the implicated genes on pathway functioning and clinical aspects of BD.
Published: 2018

18. Association of polygenic score for schizophrenia and HLA antigen and inflammation genes with response to lithium in bipolar affective disorder: A genome-wide association study

Author: Claire O'Donovan, Gustavo Turecki, Frank Bellivier, Palmiero Monteleone, Tatyana Shekhtman, Bárbara Arias, Paul Grof, Sébastien Gard, Tomas Novak, Maria Del Zompo, Martin Schalling, Sarah Kittel-Schneider, Hsi-Chung Chen, Eduard Vieta, Claire Slaney, Katzutaka Shimoda, J. Raymond DePaulo, Martin Alda, Liping Hou, Kazufumi Akiyama, Louise Frisén, Gonzalo Laje, Maria Grigoroiu-Serbanescu, Mikael Landén, Nirmala Akula, Cristiana Cruceanu, Tadafumi Kato, Marion Leboyer, Lina Martinsson, Alessio Squassina, Andrea Hofmann, James B. Potash, Barbara König, Markus M. Nöthen, Giovanni Severino, Michael McCarthy, Philip B. Mitchell, Mario Maj, Ichiro Kusumi, Caroline M. Nievergelt, Jean-Pierre Kahn, Ryota Hashimoto, Joanna M. Biernacka, Sebastian Kliwicki, Francis J. McMahon, Guy A. Rouleau, Thomas Stamm, Pablo Cervantes, Alexandre Dayer, Julia Volkert, Po-Hsiu Kuo, Urs Heilbronner, Per Hoffmann, Janice M. Fullerton, Raffaella Ardau, Julie Garnham, Scott R. Clark, Layla Kassem, Fasil Tekola-Ayele, Peter R. Schofield, Nina Dalkner, Caterina Chillotti, Susanne Bengesser, Stefan Herms, Klaus Oliver Schubert, Francis M. Mondimore, Alfonso Tortorella, Adam Wright, Joanna Hauser, Peter P. Zandi, Piotr M. Czerski, Eva Z. Reininghaus, Fernando S. Goes, Jean-Michel Aubry, Antonio Benabarre, Bernhard T. Baune, Thomas G. Schulze, Francesc Colom, Marcella Rietschel, Andrea Pfennig, Catharina Lavebratt, Andreas J. Forstner, Paul D. Shilling, Mazda Adli, Armin Birner, Andreas Reif, Mirko Manchia, Susan G. Leckband, Azmeraw T. Amare, Susan L. McElroy, Michael Bauer, Norio Ozaki, Urban Ösby, Janusz K. Rybakowski, Pavla Stopkova, Esther Jiménez, Christian Simhandl, Abesh Kumar Bhattacharjee, Yi-Hsiang Hsu, John R. Kelsoe, Marina Mitjans, Sergi Papiol, Clara Brichant-Petitjean, Mark A. Frye, Stephanie H. Witt, Franziska Degenhardt, Sven Cichon, Bruno Etain, Lena Backlund, Peter Falkai, Barbara W. Schweizer, Stéphane Jamain, Amare, Azmeraw T., Schubert, Klaus Oliver, Hou, Liping, Clark, Scott R., Papiol, Sergi, Heilbronner, Ur, Degenhardt, Franziska, Tekola-Ayele, Fasil, Hsu, Yi-Hsiang, Shekhtman, Tatyana, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bã¡rbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Dayer, Alexandre, Del Zompo, Maria, Depaulo, J. Raymond, Ã tain, Bruno, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sã©bastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jimã©nez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Kliwicki, Sebastian, Kã¶nig, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landã©n, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Tortorella, Alfonso, Manchia, Mirko, Martinsson, Lina, Mccarthy, Michael J., Mcelroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nã¶then, Markus M., Novã¡k, Toma, O'Donovan, Claire, Ozaki, Norio, Ã sby, Urban, Pfennig, Andrea, Potash, James B., Reif, Andrea, Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thoma, Stopkova, Pavla, Maj, Mario, Turecki, Gustavo, Vieta, Eduard, Volkert, Julia, Witt, Stephanie, Wright, Adam, Zandi, Peter P., Mitchell, Philip B., Bauer, Michael, Alda, Martin, Rietschel, Marcella, Mcmahon, Francis J., Schulze, Thomas G., and Baune, Bernhard T.
Subjects: Male, Oncology, Multifactorial Inheritance, Bipolar Disorder, Lithium (medication), Genome-wide association study, THERAPY, chemistry.chemical_compound, ddc:616.89, 0302 clinical medicine, HLA Antigens, Spectrum disorder, Original Investigation, RISK, Mood stabilizer, Middle Aged, GLYCOGEN-SYNTHASE KINASE-3, 3. Good health, PREVALENCE, Treatment Outcome, Schizophrenia, Psychiatry and Mental Health, Female, Schizophrenic Psychology, Genetic Load, GLYCOGEN-SYNTHASE KINASE-3, CYTOKINE PRODUCTION, PROPHYLACTIC LITHIUM, SPECTRUM DISORDER, RISK, PREVALENCE, METAANALYSIS, GENETICS, THERAPY, PROFILE, medicine.drug, Adult, medicine.medical_specialty, Genotype, GENETICS, medicine.drug_class, PROFILE, PROPHYLACTIC LITHIUM, 03 medical and health sciences, Lithium Carbonate, Internal medicine, mental disorders, medicine, Humans, Bipolar disorder, Psychiatry, METAANALYSIS, SPECTRUM DISORDER, Inflammation, business.industry, Lithium carbonate, Odds ratio, CYTOKINE PRODUCTION, medicine.disease, 030227 psychiatry, chemistry, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: IMPORTANCE Lithium is a first-line mood stabilizer for the treatment of bipolar affective disorder (BPAD). However, the efficacy of lithium varies widely, with a nonresponse rate of up to 30%. Biological response markers are lacking. Genetic factors are thought to mediate treatment response to lithium, and there is a previously reported genetic overlap between BPAD and schizophrenia (SCZ). OBJECTIVES To test whether a polygenic score for SCZ is associated with treatment response to lithium in BPAD and to explore the potential molecular underpinnings of this association. DESIGN, SETTING, AND PARTICIPANTS A total of 2586 patients with BPAD who had undergone lithium treatment were genotyped and assessed for long-term response to treatment between 2008 and 2013.Weighted SCZ polygenic scores were computed at different P value thresholds using summary statistics from an international multicenter genome-wide association study (GWAS) of 36 989 individuals with SCZ and genotype data from patients with BPAD from the Consortium on Lithium Genetics. For functional exploration, a cross-trait meta-GWAS and pathway analysis was performed, combining GWAS summary statistics on SCZ and response to treatment with lithium. Data analysis was performed from September 2016 to February 2017. MAIN OUTCOMES AND MEASURES Treatment response to lithiumwas defined on both the categorical and continuous scales using the Retrospective Criteria of Long-Term Treatment Response in Research Subjects with Bipolar Disorder score. The effect measures include odds ratios and the proportion of variance explained. RESULTS Of the 2586 patients in the study (mean [SD] age, 47.2 [13.9] years), 1478 were women and 1108 were men. The polygenic score for SCZ was inversely associated with lithium treatment response in the categorical outcome, at a threshold P < 5 ? 10-2. Patients with BPAD who had a low polygenic load for SCZ responded better to lithium, with odds ratios for lithium response ranging from 3.46 (95%CI, 1.42-8.41) at the first decile to 2.03 (95%CI, 0.86-4.81) at the ninth decile, compared with the patients in the 10th decile of SCZ risk. In the cross-trait meta-GWAS, 15 genetic loci that may have overlapping effects on lithium treatment response and susceptibility to SCZ were identified. Functional pathway and network analysis of these loci point to the HLA antigen complex and inflammatory cytokines. CONCLUSIONS AND RELEVANCE This study provides evidence for a negative association between high genetic loading for SCZ and poor response to lithium in patients with BPAD. These results suggest the potential for translational research aimed at personalized prescribing of lithium.
Published: 2018

19. High genetic loading of schizophrenia predicts poor response to lithium in patients with bipolar disorder: A polygenic score and cross-trait genetic analysis

Author: Peter R. Schofield, Susanne Bengesser, Stefan Herms, Klaus Oliver Schubert, Susan G. Leckband, Maria Grigoroiu-Serbanescu, Scott R. Clark, Michael McCarthy, Thomas Stamm, Michael Bauer, Marion Leboyer, Layla Kassem, Fasil Tekola-Ayele, Caterina Chillotti, Andrea Hofmann, Fernando S. Goes, Urs Heilbronner, Tomas Novak, Francesc Colom, Philip B. Mitchell, Janusz K. Rybakowski, Alexandre Dayer, Piotr M. Czerski, Kazufumi Akiyama, Antonio Benabarre, Bernhard T. Baune, Sarah Kittel-Schneider, Nina Dalkner, Gustavo Turecki, Raffaella Ardau, Sébastien Gard, Gonzalo Laje, Mark A. Frye, Tadafumi Kato, Bárbara Arias, Norio Ozaki, Francis M. Mondimore, Per Hoffmann, Hsi-Chung Chen, Claire Slaney, Eva Z. Reininghaus, Andrea Pfennig, Susan L. McElroy, Katzutaka Shimoda, Louise Frisén, Peter P. Zandi, Maria Del Zompo, Nirmala Akula, Ryota Hashimoto, Catharina Lavebratt, Cristiana Cruceanu, Pavla Stopkova, Ichiro Kusumi, Paul Grof, Andreas J. Forstner, Janice M. Fullerton, Julie Garnham, Mikael Landén, Giovanni Severino, Paul D. Shilling, Mazda Adli, Armin Birner, Alessio Squassina, Frank Bellivier, Alfonso Tortorella, Lina Martinsson, Palmiero Monteleone, Jean-Michel Aubry, James B. Potash, Pablo Cervantes, Jean-Pierre Kahn, Francis J. McMahon, Po-Hsiu Kuo, Tatyana Shekhtman, Mirko Manchia, Joanna M. Biernacka, Barbara König, J. Raymond DePaulo, Martin Alda, Joanna Hauser, Christian Simhandl, Yi-Hsiang Hsu, John R. Kelsoe, Clara Brichant-Petitjean, Azmeraw T. Amare, Peter Falkai, Stéphane Jamain, Franziska Degenhardt, Marcella Rietschel, Stephanie H. Witt, Markus M. Nöthen, Caroline M. Nievergelt, Eduard Vieta, Liping Hou, Sven Cichon, Julia Volkert, Bruno Etain, Lena Backlund, Barbara W. Schweizer, Urban Ösby, Esther Jiménez, Abesh Kumar Bhattacharjee, Marina Mitjans, Sergi Papiol, Mario Maj, Adam Wright, Thomas G. Schulze, Martin Schalling, Sebastian Kliwicki, Guy A. Rouleau, Andreas Reif, and Claire O'Donovan
Subjects: Oncology, medicine.medical_specialty, Lithium (medication), business.industry, medicine.drug_class, Genome-wide association study, Mood stabilizer, Odds ratio, medicine.disease, 3. Good health, 030227 psychiatry, Treatment of bipolar disorder, 03 medical and health sciences, 0302 clinical medicine, Schizophrenia, Internal medicine, Pharmacogenomics, mental disorders, medicine, Bipolar disorder, business, 030217 neurology & neurosurgery, medicine.drug
Abstract: ImportanceLithium is a first-line mood stabilizer for the maintenance treatment of Bipolar Disorder (BPD). However, the efficacy of lithium varies widely, with a non-response rate of up to 30%. Biological response markers and predictors are lacking.ObjectiveGenetic factors are thought to mediate lithium treatment response, and the previously reported genetic overlap between BPD and schizophrenia (SCZ) led us to test whether a polygenic score (PGS) for SCZ could predict lithium treatment response in BPD. Further, we explored the potential molecular underpinnings of this association.DesignWeighted SCZ PGSs were computed at ten p-value thresholds (PT) using summary statistics from a genome-wide association study (GWAS) of 36,989 SCZ cases, and genotype data for BPD patients from the Consortium on Lithium Genetics (ConLi+Gen). For functional exploration, we performed a cross-trait meta-GWAS and pathway analysis, combining GWAS summary statistics on SCZ and lithium treatment response.SettingInternational multicenter GWAS.ParticipantsPatients with BPD who had undergone lithium treatment were genotyped and retrospectively assessed for long-term treatment response (n=2,586).Main outcome measuresClinical treatment response to lithium was defined on both the categorical and continuous scales using the ALDA score. The effect measures include odds ratios (ORs) and the proportion of variance explained (R2), and a significant association was determined at pResultsThe PGS for SCZ was inversely associated with lithium treatment response in the categorical outcome (p=8×10−5), at PT−2. Patients with BPD who had low polygenic load for SCZ responded better to lithium, with ORs for lithium response ranging from 3.46 [95%CI: 1.42-8.41 at 1stdecile] to 2.03 [95%CI: 0.86-4.81 at the 9th decile], compared to the patients in the 10thdecile of SCZ risk. In the cross-trait meta-GWAS, 15 genetic loci that may have overlapping effects on lithium treatment response and susceptibility to SCZ were identified. Functional pathway and network analysis of these loci point to the HLA complex and inflammatory cytokines (TNFα, IL-4, IFNγ) as molecular contributors to lithium treatment response in BPD.Conclusions and RelevanceThe study provides, for the first-time, evidence for a negative association between high genetic loading for SCZ and poor response to lithium in patients with BPD. These results suggest the potential for translational research aimed at personalized prescribing of lithium.Key PointsQuestionDoes a polygenic score for Schizophrenia (SCZ) predict response to lithium in patients with Bipolar Disorder (BPD)? What are the molecular drivers of the association between SCZ and lithium treatment response?FindingsWe found an inverse association between genetic loading for SCZ risk variants and response to lithium in patients with BPD. Genetic variants in the HLA region on chromosome 6, the antigen presentation pathway and markers of inflammation (TNFα, IL-4, IFNγ) point to molecular underpinnings of lithium treatment response in BPD.MeaningIn patients with BPD, an assessment of a polygenic load for SCZ risk variants may assist in conjunction with clinical data to predict whether they would respond to lithium treatment.
Published: 2017

20. Genome-wide association study identifies 30 Loci Associated with Bipolar Disorder

Author: Eli A Stahl, Gerome Breen, Andreas J Forstner, Andrew McQuillin, Stephan Ripke, Vassily Trubetskoy, Manuel Mattheisen, Yunpeng Wang, Jonathan R I Coleman, Héléna A Gaspar, Christiaan A de Leeuw, Stacy Steinberg, Jennifer M Whitehead Pavlides, Maciej Trzaskowski, Tune H Pers, Peter A Holmans, Liam Abbott, Esben Agerbo, Huda Akil, Diego Albani, Ney Alliey-Rodriguez, Thomas D Als, Adebayo Anjorin, Verneri Antilla, Swapnil Awasthi, Judith A Badner, Marie Bækvad-Hansen, Jack D Barchas, Nicholas Bass, Michael Bauer, Richard Belliveau, Sarah E Bergen, Carsten Bøcker Pedersen, Erlend Bøen, Marco Boks, James Boocock, Monika Budde, William Bunney, Margit Burmeister, Jonas Bybjerg-Grauholm, William Byerley, Miquel Casas, Felecia Cerrato, Pablo Cervantes, Kimberly Chambert, Alexander W Charney, Danfeng Chen, Claire Churchhouse, Toni-Kim Clarke, William Coryell, David W Craig, Cristiana Cruceanu, David Curtis, Piotr M Czerski, Anders M Dale, Simone de Jong, Franziska Degenhardt, Jurgen Del-Favero, J Raymond DePaulo, Srdjan Djurovic, Amanda L Dobbyn, Ashley Dumont, Torbjørn Elvsåshagen, Valentina Escott-Price, Chun Chieh Fan, Sascha B Fischer, Matthew Flickinger, Tatiana M Foroud, Liz Forty, Josef Frank, Christine Fraser, Nelson B Freimer, Louise Frisén, Katrin Gade, Diane Gage, Julie Garnham, Claudia Giambartolomei, Marianne Giørtz Pedersen, Jaqueline Goldstein, Scott D Gordon, Katherine Gordon-Smith, Elaine K Green, Melissa J Green, Tiffany A Greenwood, Jakob Grove, Weihua Guan, JoséGuzman Parra, Marian L Hamshere, Martin Hautzinger, Urs Heilbronner, Stefan Herms, Maria Hipolito, Per Hoffmann, Dominic Holland, Laura Huckins, Stéphane Jamain, Jessica S Johnson, Anders Juréus, Radhika Kandaswamy, Robert Karlsson, James L Kennedy, Sarah Kittel-Schneider, Sarah V Knott, James A Knowles, Manolis Kogevinas, Anna C Koller, Ralph Kupka, Catharina Lavebratt, Jacob Lawrence, William B Lawson, Markus Leber, Phil H Lee, Shawn E Levy, Jun Z Li, Chunyu Liu, Susanne Lucae, Anna Maaser, Donald J MacIntyre, Pamela B Mahon, Wolfgang Maier, Lina Martinsson, Steve McCarroll, Peter McGuffin, Melvin G McInnis, James D McKay, Helena Medeiros, Sarah E Medland, Fan Meng, Lili Milani, Grant W Montgomery, Derek W Morris, Thomas W Mühleisen, Niamh Mullins, Hoang Nguyen, Caroline M Nievergelt, Annelie Nordin Adolfsson, Evaristus A Nwulia, Claire O’Donovan, Loes M Olde Loohuis, Anil P S Ori, Lilijana Oruc, Urban Ösby, Roy H Perlis, Amy Perry, Andrea Pfennig, James B Potash, Shaun M Purcell, Eline J Regeer, Andreas Reif, Céline S Reinbold, John P Rice, Fabio Rivas, Margarita Rivera, Panos Roussos, Douglas M Ruderfer, Euijung Ryu, Cristina Sánchez-Mora, Alan F Schatzberg, William A Scheftner, Nicholas J Schork, Cynthia Shannon Weickert, Tatyana Shehktman, Paul D Shilling, Engilbert Sigurdsson, Claire Slaney, Olav B Smeland, Janet L Sobell, Christine Søholm Hansen, Anne T Spijker, David St Clair, Michael Steffens, John S Strauss, Fabian Streit, Jana Strohmaier, Szabolcs Szelinger, Robert C Thompson, Thorgeir E Thorgeirsson, Jens Treutlein, Helmut Vedder, Weiqing Wang, Stanley J Watson, Thomas W Weickert, Stephanie H Witt, Simon Xi, Wei Xu, Allan H Young, Peter Zandi, Peng Zhang, Sebastian Zollner, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Lena Backlund, Bernhard T Baune, Frank Bellivier, Wade H Berrettini, Joanna M Biernacka, Douglas H R Blackwood, Michael Boehnke, Anders D Børglum, Aiden Corvin, Nicholas Craddock, Mark J Daly, Udo Dannlowski, Tõnu Esko, Bruno Etain, Mark Frye, Janice M Fullerton, Elliot S Gershon, Michael Gill, Fernando Goes, Maria Grigoroiu-Serbanescu, Joanna Hauser, David M Hougaard, Christina M Hultman, Ian Jones, Lisa A Jones, RenéS Kahn, George Kirov, Mikael Landén, Marion Leboyer, Cathryn M Lewis, Qingqin S Li, Jolanta Lissowska, Nicholas G Martin, Fermin Mayoral, Susan L McElroy, Andrew M McIntosh, Francis J McMahon, Ingrid Melle, Andres Metspalu, Philip B Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Richard M Myers, Benjamin M Neale, Vishwajit Nimgaonkar, Merete Nordentoft, Markus M Nöthen, Michael C O’Donovan, Ketil J Oedegaard, Michael J Owen, Sara A Paciga, Carlos Pato, Michele T Pato, Danielle Posthuma, Josep Antoni Ramos-Quiroga, Marta Ribasés, Marcella Rietschel, Guy A Rouleau, Martin Schalling, Peter R Schofield, Thomas G Schulze, Alessandro Serretti, Jordan W Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Patrick F Sullivan, Gustavo Turecki, Arne E Vaaler, Eduard Vieta, John B Vincent, Thomas Werge, John I Nurnberger, Naomi R Wray, Arianna Di Florio, Howard J Edenberg, Sven Cichon, Roel A Ophoff, Laura J Scott, Ole A Andreassen, John Kelsoe, and Pamela Sklar
Subjects: 0303 health sciences, medicine.medical_specialty, business.industry, medicine.disease, European descent, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Genomewide association, medicine, Bipolar disorder, medicine.symptom, Psychiatry, business, Mania, 030217 neurology & neurosurgery, Depression (differential diagnoses), 030304 developmental biology
Abstract: Bipolar disorder is a highly heritable psychiatric disorder that features episodes of mania and depression. We performed the largest genome-wide association study to date, including 20,352 cases and 31,358 controls of European descent, with follow-up analysis of 822 sentinel variants at loci with P-4 in an independent sample of 9,412 cases and 137,760 controls. In the combined analysis, 30 loci reached genome-wide significant evidence for association, of which 20 were novel. These significant loci contain genes encoding ion channels and neurotransmitter transporters (CACNA1C, GRIN2A, SCN2A, SLC4A1), synaptic components (RIMS1, ANK3), immune and energy metabolism components. Bipolar disorder type I (depressive and manic episodes; ~73% of our cases) is strongly genetically correlated with schizophrenia whereas bipolar disorder type II (depressive and hypomanic episodes; ~17% of our cases) is more strongly correlated with major depressive disorder. These findings address key clinical questions and provide potential new biological mechanisms for bipolar disorder.
Published: 2017
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21. The cAMP responsive element-binding (CREB)-1 gene increases risk of major psychiatric disorders

Author: Xiao Xiao, Li L, Ti-Fei Yuan, Zhou D, Wu Y, Yong-Gang Yao, Ming Li, Liping Wang, Wang C, Li Y, Chen Zhang, Maria Grigoroiu-Serbanescu, Dong-Dong Wu, and Hong Chang
Subjects: 0301 basic medicine, Adult, Male, medicine.medical_specialty, China, Bipolar Disorder, Genome-wide association study, Single-nucleotide polymorphism, CREB, Polymorphism, Single Nucleotide, 03 medical and health sciences, Cellular and Molecular Neuroscience, 0302 clinical medicine, Gene Frequency, Risk Factors, mental disorders, Databases, Genetic, medicine, Humans, Genetic Predisposition to Disease, Bipolar disorder, Allele, Psychiatry, Cyclic AMP Response Element-Binding Protein, Molecular Biology, Alleles, Depressive Disorder, Major, biology, business.industry, Mental Disorders, Middle Aged, medicine.disease, Psychiatry and Mental health, 030104 developmental biology, Gene Expression Regulation, Schizophrenia, Case-Control Studies, biology.protein, Major depressive disorder, Female, CREB1, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Bipolar disorder (BPD), schizophrenia (SCZ) and unipolar major depressive disorder (MDD) are primary psychiatric disorders sharing substantial genetic risk factors. We previously reported that two single-nucleotide polymorphisms (SNPs) rs2709370 and rs6785 in the cAMP responsive element-binding (CREB)-1 gene (CREB1) were associated with the risk of BPD and abnormal hippocampal function in populations of European ancestry. In the present study, we further expanded our analyses of rs2709370 and rs6785 in multiple BPD, SCZ and MDD data sets, including the published Psychiatric Genomics Consortium (PGC) genome-wide association study, the samples used in our previous CREB1 study, and six additional cohorts (three new BPD samples, two new SCZ samples and one new MDD sample). Although the associations of both CREB1 SNPs with each illness were not replicated in the new cohorts (BPD analysis in 871 cases and 1089 controls (rs2709370, P=0.0611; rs6785, P=0.0544); SCZ analysis in 1273 cases and 1072 controls (rs2709370, P=0.230; rs6785, P=0.661); and MDD analysis in 129 cases and 100 controls (rs2709370, P=0.114; rs6785, P=0.188)), an overall meta-analysis of all included samples suggested that both SNPs were significantly associated with increased risk of BPD (11 105 cases and 51 331 controls; rs2709370, P=2.33 × 10−4; rs6785, P=6.33 × 10−5), SCZ (34 913 cases and 44 528 controls; rs2709370, P=3.96 × 10−5; rs6785, P=2.44 × 10−5) and MDD (9369 cases and 9619 controls; rs2709370, P=0.0144; rs6785, P=0.0314), with the same direction of allelic effects across diagnostic categories. We then examined the impact of diagnostic status on CREB1 mRNA expression using data obtained from independent brain tissue samples, and observed that the mRNA expression of CREB1 was significantly downregulated in psychiatric patients compared with healthy controls. The protein–protein interaction analyses showed that the protein encoded by CREB1 directly interacted with several risk genes of psychiatric disorders identified by GWAS. In conclusion, the current study suggests that CREB1 might be a common risk gene for major psychiatric disorders, and further investigations are necessary.
Published: 2017

22. Identification of shared risk loci and pathways for bipolar disorder and schizophrenia

Author: Fabian Streit, Peter R. Schofield, Stefan Herms, James McKay, Jana Strohmaier, Céline S. Reinbold, Bertram Müller-Myhsok, Adam Wright, Sascha B. Fischer, Markus Schwarz, Susanne Moebus, Joanna Hauser, Neonila Szeszenia-Dabrowska, Michael Bauer, Andrea Hofmann, Jens Treutlein, Thomas G. Schulze, Andreas Reif, Philip B. Mitchell, Manuel Mattheisen, Martin Alda, Janice M. Fullerton, Per Hoffmann, Maria Grigoroiu-Serbanescu, Jolanta Lissowska, Gulja Babadjanova, Guy A. Rouleau, Markus M. Nöthen, Sandra Meier, Elza Khusnutdinova, Susanne Lucae, Johannes Schumacher, Catherine Laprise, Alexey Polonikov, Cristiana Cruceanu, Nicholas G. Martin, Markus Leber, Scott D. Gordon, Valery Krasnov, Fabio Rivas, Thomas W. Mühleisen, Sugirthan Sivalingam, Alexander S. Tiganov, Marcella Rietschel, Lorena M. Schenk, Piotr M. Czerski, Heide Fier, Andrea Pfennig, Jutta Kammerer-Ciernioch, André Lacour, Lilia I. Abramova, Fermín Mayoral, Manolis Kogevinas, Stephanie H. Witt, Sven Cichon, Grant W. Montgomery, Helmut Vedder, Franziska Degenhardt, Julian Hecker, Tim Becker, Galina Pantelejeva, Paul Brennan, Anna Maaser, Wolfgang Maier, Andreas J. Forstner, Sarah E. Medland, Alexander Chuchalin, Gustavo Turecki, Martin Hautzinger, Nofer Institute of Occupational Medicine, Łódź, Poland, and Walss-Bass, Consuelo
Subjects: 0301 basic medicine, Linkage disequilibrium, Bipolar Disorder, Genetic Linkage, Test Statistics, Medizin, lcsh:Medicine, Genome-wide association study, Bioinformatics, Biochemistry, Linkage Disequilibrium, Database and Informatics Methods, Mathematical and Statistical Techniques, 0302 clinical medicine, Medicine and Health Sciences, Manic-depressive illness, genetics [Schizophrenia], lcsh:Science, Genetics, bipolar disorder, Multidisciplinary, Trastorn bipolar, Neurochemistry, Genomics, Neurotransmitters, Genomic Databases, 3. Good health, genomic medicine, Schizophrenia, Physical Sciences, Esquizofrènia, metabolism [Schizophrenia], ddc:500, Glutamate, Statistics (Mathematics), Research Article, Signal Transduction, Risk, Quantitative Trait Loci, Single-nucleotide polymorphism, glutamate, Quantitative trait locus, Biology, Research and Analysis Methods, Polymorphism, Single Nucleotide, 03 medical and health sciences, Genomic Medicine, Genetic linkage, Mental Health and Psychiatry, Genome-Wide Association Studies, medicine, SNP, Humans, Genetic Predisposition to Disease, Bipolar disorder, ddc:610, Statistical Methods, metabolism [Bipolar Disorder], Mood Disorders, lcsh:R, Biology and Life Sciences, Computational Biology, genetic loci, Human Genetics, Genome Analysis, medicine.disease, Biological Databases, 030104 developmental biology, Genetic Loci, lcsh:Q, Mathematics, 030217 neurology & neurosurgery, genetics [Bipolar Disorder], Neuroscience, Meta-Analysis, Genome-Wide Association Study
Abstract: Bipolar disorder (BD) is a highly heritable neuropsychiatric disease characterized by recurrent episodes of mania and depression. BD shows substantial clinical and genetic overlap with other psychiatric disorders, in particular schizophrenia (SCZ). The genes underlying this etiological overlap remain largely unknown. A recent SCZ genome wide association study (GWAS) by the Psychiatric Genomics Consortium identified 128 independent genome-wide significant single nucleotide polymorphisms (SNPs). The present study investigated whether these SCZ-associated SNPs also contribute to BD development through the performance of association testing in a large BD GWAS dataset (9747 patients, 14278 controls). After re-imputation and correction for sample overlap, 22 of 107 investigated SCZ SNPs showed nominal association with BD. The number of shared SCZ-BD SNPs was significantly higher than expected (p = 1.46x10-8). This provides further evidence that SCZ-associated loci contribute to the development of BD. Two SNPs remained significant after Bonferroni correction. The most strongly associated SNP was located near TRANK1, which is a reported genome-wide significant risk gene for BD. Pathway analyses for all shared SCZ-BD SNPs revealed 25 nominally enriched gene-sets, which showed partial overlap in terms of the underlying genes. The enriched gene-sets included calcium- and glutamate signaling, neuropathic pain signaling in dorsal horn neurons, and calmodulin binding. The present data provide further insights into shared risk loci and disease-associated pathways for BD and SCZ. This may suggest new research directions for the treatment and prevention of these two major psychiatric disorders. Funding: The study was supported by the German Federal Ministry of Education and Research (BMBF) through the Integrated Network IntegraMent (Integrated Understanding of Causes and Mechanisms in Mental Disorders), under the auspices of the e:Med Programme (grant 01ZX1314A to M.M.N. and S.C., grant 01ZX1314G to M.R.). M.M.N. is a member of the DFG-funded Excellence-Cluster ImmunoSensation. M.M.N. also received support from the Alfried Krupp von Bohlen und Halbach-Stiftung. The study was supported by the German Research Foundation (DFG; grant FOR2107; RI908/11-1 to M.R.; NO246/10-1 to M.M.N.). The study was also supported by the Swiss National Science Foundation (SNSF, grant 156791 to S.C.). M.G.S. received grant no. 89/2012 from UEFISCDI, Romania. Canadian patients were genotyped within the ConLiGen project (www.ConLiGen.org), with the support of a grant from the DFG to M.R., M.B., and T.G.S. (RI 908/7-1). Controls for Germany II were drawn from the Heinz Nixdorf Recall Study (HNR) cohort, which was established with the support of the Heinz Nixdorf Foundation. Recruitment of the Australian sample was supported by an Australian NHMRC program grant (number 1037196). The recruitment of the Canadian patients was supported by a grant from the Canadian Institutes of Health Research #64410 to M.A. The study also used data generated by the GABRIEL consortium (controls for the sample Russia). Funding for the generation of these data was provided by the European Commission as part of GABRIEL contract number 018996 under the Integrated Program LSH-2004-1.2.5-1. Post genomic approaches to understand the molecular basis of asthma aiming at a preventive or therapeuticcontrol and the Wellcome Trust under award 084703. Canadian controls were drawn from the French Canadian study (SLSJ), which was supported in part by the Canada research Chair Environment and genetics of respiratory diseases and allergy, the Canadian Institutes of Health Research (Operating grant No. MOP-13506), and the Quebec Respiratory Network of the Fonds de rechercheen SanteÂ du QueÂbec (FRQS). Polish controls were recruited by the International Agency for Research on Cancer (IARC)/Centre National de Genotypage (CNG) GWAS Initiative. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Published: 2017

23. Common variants at 2q11.2, 8q21.3, and 11q13.2 are associated with major mood disorders

Author: Marcella Rietschel, Zoltán Kutalik, Thomas G. Schulze, Enrique Castelao, Yoichiro Kamatani, Jana Strohmaier, Peter R. Schofield, Xiao Xiao, Markus M. Nöthen, Lingyi Li, Chuang Wang, Michiaki Kubo, Xiong-Jian Luo, Bertram Müller-Myhsok, Chen Zhang, Andreas Reif, Fanfan Zheng, Hong Chang, Nicholas G. Martin, Philip B. Mitchell, Ti-Fei Yuan, Najaf Amin, Julian Hecker, Dong-Sheng Zhou, Maria Grigoroiu-Serbanescu, Atsushi Takahashi, Sven Cichon, Andreas J. Forstner, Lu Wang, Nakao Iwata, Masashi Ikeda, Martin Preisig, Ming Li, Cornelia M. van Duijn, Yiru Fang, Yong-Gang Yao, Giorgio Pistis, Epidemiology, and Advanced Collaborative Study of Mood Disorder (COSMO) Team, MooDS Bipolar Consortium
Subjects: 0301 basic medicine, Male, Bipolar Disorder, Single-nucleotide polymorphism, Genome-wide association study, Bioinformatics, behavioral disciplines and activities, Polymorphism, Single Nucleotide, Article, lcsh:RC321-571, 03 medical and health sciences, Cellular and Molecular Neuroscience, 0302 clinical medicine, Bipolar Disorder/genetics, Depressive Disorder, Major/genetics, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Mood Disorders/genetics, mental disorders, Medicine, SNP, ddc:610, Bipolar disorder, lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, Biological Psychiatry, Depressive Disorder, Major, business.industry, Mood Disorders, medicine.disease, Genetic architecture, 3. Good health, Psychiatry and Mental health, 030104 developmental biology, Mood disorders, Meta-analysis, Major depressive disorder, business, 030217 neurology & neurosurgery
Abstract: Bipolar disorder (BPD) and major depressive disorder (MDD) are primary major mood disorders. Recent studies suggest that they share certain psychopathological features and common risk genes, but unraveling the full genetic architecture underlying the risk of major mood disorders remains an important scientific task. The public genome-wide association study (GWAS) data sets offer the opportunity to examine this topic by utilizing large amounts of combined genetic data, which should ultimately allow a better understanding of the onset and development of these illnesses. Genome-wide meta-analysis was performed by combining two GWAS data sets on BPD and MDD (19,637 cases and 18,083 controls), followed by replication analyses for the loci of interest in independent 12,364 cases and 76,633 controls from additional samples that were not included in the two GWAS data sets. The single-nucleotide polymorphism (SNP) rs10791889 at 11q13.2 was significant in both discovery and replication samples. When combining all samples, this SNP and multiple other SNPs at 2q11.2 (rs717454), 8q21.3 (rs10103191), and 11q13.2 (rs2167457) exhibited genome-wide significant association with major mood disorders. The SNPs in 2q11.2 and 8q21.3 were novel risk SNPs that were not previously reported, and SNPs at 11q13.2 were in high LD with potential BPD risk SNPs implicated in a previous GWAS. The genome-wide significant loci at 2q11.2 and 11q13.2 exhibited strong effects on the mRNA expression of certain nearby genes in cerebellum. In conclusion, we have identified several novel loci associated with major mood disorders, adding further support for shared genetic risk between BPD and MDD. Our study highlights the necessity and importance of mining public data sets to explore risk genes for complex diseases such as mood disorders.
Published: 2017

24. Genome-wide association study of borderline personality disorder reveals genetic overlap with bipolar disorder, major depression and schizophrenia

Author: Stephan Ripke, A. Di Florio, Gustavo Turecki, N Bass, Ian Jones, Laura J. Scott, Lisa Hall, Martin Hautzinger, Tracy Air, Sarah Knott, Marcella Rietschel, Christel M. Middeldorp, Patrick J. Brennan, John Strauss, Nicholas G. Martin, Bertram Müller-Myhsok, Tony Davis, Andreas Reif, Katherine Gordon-Smith, Céline S. Reinbold, Urs Heilbronner, Anders Juréus, Stefan Kloiber, Andrew McQuillin, Dan Rujescu, N. Dahmen, Fermin Mayoral-Cleries, Richard M. Myers, Abdel Abdellaoui, Franck Bellivier, Gunnar Morken, Sarah E. Bergen, Manolis Kogevinas, Dorret I. Boomsma, Thomas G. Schulze, Arian Mobascher, Stefanie Heilmann-Heimbach, Sascha B. Fischer, Christine Fraser, Y. Milaneschi, Michael Conlon O'Donovan, Susan L. McElroy, Klaus Lieb, B.W.J.H. Penninx, Helmut Vedder, Fabian Streit, Piotr M. Czerski, Swapnil Awasthi, Lilijana Oruc, Caroline M. Nievergelt, Michael Bauer, Jana Strohmaier, Qingqin S. Li, Bernhard T. Baune, Roel A. Ophoff, S. E. Medland, Marco P. Boks, Gulja Babadjanova, Mark A. Frye, Christian Schmahl, M. M. Nöthen, Nicholas John Craddock, John B. Vincent, Douglas Blackwood, Marion Leboyer, Franziska Degenhardt, C. E. Schwarze, Henriette N. Buttenschøn, Tiffany A. Greenwood, Ole A. Andreassen, Toni-Kim Clarke, Loes M. Olde Loohuis, Scott D. Gordon, Björn H. Schott, Stephanie H. Witt, Stefan Roepke, John I. Nurnberger, S Van der Auwera, Lisa Jones, James D. McKay, André Tadić, Mikael Landén, Guy A. Rouleau, Monika Budde, Grant C.B. Sinnamon, Enda M. Byrne, Bruno Etain, Darja Schendel, Andreas J. Forstner, Cristiana Cruceanu, Srdjan Djurovic, Sara A. Paciga, Ney Alliey-Rodriguez, Joanna Hauser, Enrico Domenici, Peter Hoffmann, Elaine K. Green, Stéphane Jamain, Markus Schwarz, Marian L. Hamshere, Christian Witt, E.J.C. de Geus, Andrew M. McIntosh, Sven Cichon, Ole Mors, Jolanta Lissowska, Josef Frank, Pablo Cervantes, G. Kirov, Howard J. Edenberg, Ina Giegling, Grant W. Montgomery, Lydie Dietl, Martin Preisig, M. J. Owen, Martin Alda, David Curtis, Eli A. Stahl, Gonneke Willemsen, Udo Dannlowski, Rolf Adolfsson, Janice M. Fullerton, Jose Guzman-Parra, Elliot S. Gershon, Peter Holmans, Hans-Jörgen Grabe, Hualin S. Xi, Jens Treutlein, Fabio Rivas, James B. Potash, Martin Bohus, Naomi R. Wray, René S. Kahn, Katrin Gade, Sarah Kittel-Schneider, Anders D. Børglum, Susanne Lucae, Jouke-Jan Hottenga, Joanna M. Biernacka, Liz Forty, Margitta Borrmann-Hassenbach, Martin Jungkunz, Andrea Pfennig, Jutta Kammerer-Ciernioch, Maria Grigoroiu-Serbanescu, Peter R. Schofield, Stefan Herms, Amy Perry, Shashi Hitturlingappa, Markus Leber, Thomas W. Mühleisen, Philip B. Mitchell, Andrew Bethell, Huda Akil, Biological Psychology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Methodology, Environmental Policy Analysis, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, APH - Digital Health, Bipolar Disorders Working Group of the Psychiatric Genomics Consortium, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Schizophrenia Working Group of the Psychiatric Genomics Consortium, Variabilité de réponse aux Psychotropes (VariaPsy - U1144), Université Paris Diderot - Paris 7 (UPD7)-Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), Hopital Saint-Louis [AP-HP] (AP-HP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Centre International de Recherche contre le Cancer - International Agency for Research on Cancer (CIRC - IARC), Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Université Paris-Est Créteil Val-de-Marne - Faculté de médecine (UPEC Médecine), Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), and Duchange, Nathalie
Subjects: Netherlands Twin Register (NTR), Male, Linkage disequilibrium, Multifactorial Inheritance, Bipolar Disorder, FEATURES, [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Genome-wide association study, 600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit, MESH: Genotype, 0302 clinical medicine, Borderline Personality Disorder, MESH: Bipolar Disorder, Borderline personality disorder, Genetics, RISK, Psychiatry, MESH: Aged, MESH: Middle Aged, PSYCHOPATHOLOGY, MESH: Genetic Predisposition to Disease, Middle Aged, MESH: Case-Control Studies, 3. Good health, FAMILY, Psychiatry and Mental health, Schizophrenia, MESH: Young Adult, Female, Original Article, medicine.symptom, Psychology, SET, TRAITS, Adolescent, Adult, Aged, Bipolar Disorder/genetics, Borderline Personality Disorder/genetics, Case-Control Studies, Depressive Disorder, Major/genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Schizophrenia/genetics, Young Adult, Clinical psychology, MESH: Depressive Disorder, Major, TWIN, BF, Impulsivity, Psykiatri, 03 medical and health sciences, Cellular and Molecular Neuroscience, medicine, Journal Article, ddc:610, Bipolar disorder, Biological Psychiatry, METAANALYSIS, MESH: Borderline Personality Disorder, MESH: Adolescent, Depressive Disorder, Major, MESH: Humans, MESH: Adult, medicine.disease, Comorbidity, MESH: Male, MESH: Schizophrenia, 030227 psychiatry, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, MESH: Genome-Wide Association Study, PATTERNS, RC0321, DPYD, MESH: Multifactorial Inheritance, COMORBIDITY, MESH: Female, 030217 neurology & neurosurgery
Abstract: Borderline personality disorder (BOR) is determined by environmental and genetic factors, and characterized by affective instability and impulsivity, diagnostic symptoms also observed in manic phases of bipolar disorder (BIP). Up to 20% of BIP patients show comorbidity with BOR. This report describes the first case–control genome-wide association study (GWAS) of BOR, performed in one of the largest BOR patient samples worldwide. The focus of our analysis was (i) to detect genes and gene sets involved in BOR and (ii) to investigate the genetic overlap with BIP. As there is considerable genetic overlap between BIP, major depression (MDD) and schizophrenia (SCZ) and a high comorbidity of BOR and MDD, we also analyzed the genetic overlap of BOR with SCZ and MDD. GWAS, gene-based tests and gene-set analyses were performed in 998 BOR patients and 1545 controls. Linkage disequilibrium score regression was used to detect the genetic overlap between BOR and these disorders. Single marker analysis revealed no significant association after correction for multiple testing. Gene-based analysis yielded two significant genes: DPYD (P=4.42 × 10−7) and PKP4 (P=8.67 × 10−7); and gene-set analysis yielded a significant finding for exocytosis (GO:0006887, PFDR=0.019; FDR, false discovery rate). Prior studies have implicated DPYD, PKP4 and exocytosis in BIP and SCZ. The most notable finding of the present study was the genetic overlap of BOR with BIP (rg=0.28 [P=2.99 × 10−3]), SCZ (rg=0.34 [P=4.37 × 10−5]) and MDD (rg=0.57 [P=1.04 × 10−3]). We believe our study is the first to demonstrate that BOR overlaps with BIP, MDD and SCZ on the genetic level. Whether this is confined to transdiagnostic clinical symptoms should be examined in future studies.
Published: 2017

25. Genome-wide association study identifies 30 loci associated with bipolar disorder

Author: Euijung Ryu, Danfeng Chen, Allan H. Young, Olav B. Smeland, James McKay, Frank Bellivier, Qingqin S. Li, Yunpeng Wang, Tõnu Esko, Bertram Müller-Myhsok, Weiqing Wang, Thomas W. Weickert, Joanna M. Biernacka, Ralph W. Kupka, Claire O'Donovan, Josep Antoni Ramos-Quiroga, Marian L. Hamshere, Derek W. Morris, Douglas M. Ruderfer, Stephan Ripke, Nelson B. Freimer, Tatiana Foroud, Shaun Purcell, Ashley Dumont, Shawn Levy, Dominic Holland, Joanna Hauser, Anders D. Børglum, Liz Forty, Alan F. Schatzberg, Christine Fraser, Jennifer M. Whitehead Pavlides, William E. Bunney, Merete Nordentoft, Andres Metspalu, Gunnar Morken, Susanne Lucae, Roy H. Perlis, Anne T. Spijker, Richard A. Belliveau, Sarah E. Bergen, Fan Meng, Eduard Vieta, Cynthia Shannon Weickert, J. Raymond DePaulo, Martin Alda, Lina Martinsson, Melvin G. McInnis, Jacob Lawrence, Markus Leber, James A. Knowles, Franziska Degenhardt, Melissa J. Green, Jaqueline Goldstein, Amanda Dobbyn, Radhika Kandaswamy, Steve McCarroll, Katrin Gade, Jack D. Barchas, Christina M. Hultman, Sarah Kittel-Schneider, Martin Hautzinger, Maria Hipolito, Louise Frisén, Kari Stefansson, Michael Conlon O'Donovan, Markus M. Nöthen, Eline J. Regeer, Jens Treutlein, Robert Karlsson, Ian Jones, Nicholas G. Martin, William A. Scheftner, Caroline M. Nievergelt, Marta Ribasés, Simone de Jong, Szabolcs Szelinger, Thomas W. Mühleisen, Michele T. Pato, Manuel Mattheisen, Maciej Trzaskowski, Urs Heilbronner, Diane Gage, Jakob Grove, Ingrid Melle, Ole A. Andreassen, Claudia Giambartolomei, Kimberly Chambert, Arne E. Vaaler, William Coryell, Peter R. Schofield, Preben Bo Mortensen, Roel A. Ophoff, Fabian Streit, Manolis Kogevinas, Ingrid Agartz, John Strauss, James L. Kennedy, Anders M. Dale, Stefan Herms, Douglas Blackwood, Torbjørn Elvsåshagen, Bernhard T. Baune, Grant W. Montgomery, Andreas Reif, Fabio Rivas, Andrew McQuillin, Jordan W. Smoller, Chun Chieh Fan, James B. Potash, Jun Li, Ketil J. Oedegaard, David Curtis, Martin Schalling, John R. Kelsoe, Valentina Escott-Price, Sascha B. Fischer, Tatyana Shehktman, Jonathan R. I. Coleman, Stanley J. Watson, Donald J. MacIntyre, Tune H. Pers, Eystein Stordal, Richard M. Myers, Jose Guzman-Parra, Danielle Posthuma, John I. Nurnberger, William Lawson, Janet L. Sobell, Felecia Cerrato, Judith A. Badner, Elliot S. Gershon, Gerome Breen, Naomi R. Wray, Thomas Werge, Lilijana Oruc, Claire Slaney, Anil P.S. Ori, Alexander W. Charney, Marianne Giørtz Pedersen, Marie Bækvad-Hansen, Michael Boehnke, Marcella Rietschel, George Kirov, Aiden Corvin, Piotr M. Czerski, Peter Holmans, Michael Steffens, Margarita Rivera, Maria Grigoroiu-Serbanescu, René S. Kahn, Laura M. Huckins, Monika Budde, Michael Gill, Lili Milani, Christiaan de Leeuw, Peng Zhang, Nicholas Bass, Jana Strohmaier, John P. Rice, Wei Xu, Cristiana Cruceanu, Vassily Trubetskoy, Philip B. Mitchell, Helena Medeiros, Thomas Damm Als, Anna C. Koller, Huda Akil, Jessica S. Johnson, Toni-Kim Clarke, Janice M. Fullerton, Guy A. Rouleau, Fernando S. Goes, Weihua Guan, Wolfgang Maier, Pamela Sklar, Diego Albani, Laura J. Scott, Pamela B. Mahon, Anna Maaser, Katherine Gordon-Smith, Urban Ösby, Jurgen Del-Favero, Jolanta Lissowska, Howard J. Edenberg, Sven Cichon, Annelie Nordin Adolfsson, Julie Garnham, Josef Frank, Hoang T. Nguyen, Michael Bauer, Helmut Vedder, Vishwajit L. Nimgaonkar, Loes M. Olde Loohuis, Thomas G. Schulze, Cristina Sánchez-Mora, Udo Dannlowski, Rolf Adolfsson, Benjamin M. Neale, Verneri Antilla, Andrea Pfennig, John B. Vincent, Niamh Mullins, Per Hoffmann, Peter McGuffin, Erlend Bøen, Ney Alliey-Rodriguez, Adebayo Anjorin, Fermín Mayoral, Arianna Di Florio, Claire Churchhouse, David M. Hougaard, Nicholas J. Schork, Tiffany A. Greenwood, Carlos N. Pato, Thorgeir E. Thorgeirsson, Nicholas John Craddock, Stephanie H. Witt, Liam Abbott, Swapnil Awasthi, Miquel Casas, Jonas Bybjerg-Grauholm, Cathryn M. Lewis, Srdjan Djurovic, Bruno Etain, Margit Burmeister, Phil Lee, Elaine K. Green, Sara A. Paciga, Lena Backlund, Engilbert Sigurdsson, Patrick F. Sullivan, Amy Perry, Pablo Cervantes, Marco P. Boks, Catharina Lavebratt, Andrew M. McIntosh, Panos Roussos, Enda M. Byrne, Alexander Richards, Eli A. Stahl, Stéphane Jamain, Hreinn Stefansson, Ole Mors, Esben Agerbo, Susan L. McElroy, Wade H. Berrettini, Peter P. Zandi, Lisa Jones, Andreas J. Forstner, Alessandro Serretti, Céline S. Reinbold, Robert C. Thompson, Matthew Flickinger, William Byerley, Michael John Owen, Helena Gaspar, Francis J. McMahon, David St Clair, Mark A. Frye, Christine Søholm Hansen, Scott D. Gordon, Mikael Landén, Gustavo Turecki, Simon Xi, Evaristus A. Nwulia, Anders Juréus, James Boocock, Stacy Steinberg, Paul D. Shilling, David Craig, Mark J. Daly, Sarah E. Medland, Marion Leboyer, Chunyu Liu, Carsten Bøcker Pedersen, Sebastian Zöllner, APH - Mental Health, Psychiatry, Human genetics, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Reproduction & Development (AR&D), Stahl E.A., Breen G., Forstner A.J., McQuillin A., Ripke S., Trubetskoy V., Mattheisen M., Wang Y., Coleman J.R.I., Gaspar H.A., de Leeuw C.A., Steinberg S., Pavlides J.M.W., Trzaskowski M., Byrne E.M., Pers T.H., Holmans P.A., Richards A.L., Abbott L., Agerbo E., Akil H., Albani D., Alliey-Rodriguez N., Als T.D., Anjorin A., Antilla V., Awasthi S., Badner J.A., Baekvad-Hansen M., Barchas J.D., Bass N., Bauer M., Belliveau R., Bergen S.E., Pedersen C.B., Boen E., Boks M.P., Boocock J., Budde M., Bunney W., Burmeister M., Bybjerg-Grauholm J., Byerley W., Casas M., Cerrato F., Cervantes P., Chambert K., Charney A.W., Chen D., Churchhouse C., Clarke T.-K., Coryell W., Craig D.W., Cruceanu C., Curtis D., Czerski P.M., Dale A.M., de Jong S., Degenhardt F., Del-Favero J., DePaulo J.R., Djurovic S., Dobbyn A.L., Dumont A., Elvsashagen T., Escott-Price V., Fan C.C., Fischer S.B., Flickinger M., Foroud T.M., Forty L., Frank J., Fraser C., Freimer N.B., Frisen L., Gade K., Gage D., Garnham J., Giambartolomei C., Pedersen M.G., Goldstein J., Gordon S.D., Gordon-Smith K., Green E.K., Green M.J., Greenwood T.A., Grove J., Guan W., Guzman-Parra J., Hamshere M.L., Hautzinger M., Heilbronner U., Herms S., Hipolito M., Hoffmann P., Holland D., Huckins L., Jamain S., Johnson J.S., Jureus A., Kandaswamy R., Karlsson R., Kennedy J.L., Kittel-Schneider S., Knowles J.A., Kogevinas M., Koller A.C., Kupka R., Lavebratt C., Lawrence J., Lawson W.B., Leber M., Lee P.H., Levy S.E., Li J.Z., Liu C., Lucae S., Maaser A., MacIntyre D.J., Mahon P.B., Maier W., Martinsson L., McCarroll S., McGuffin P., McInnis M.G., McKay J.D., Medeiros H., Medland S.E., Meng F., Milani L., Montgomery G.W., Morris D.W., Muhleisen T.W., Mullins N., Nguyen H., Nievergelt C.M., Adolfsson A.N., Nwulia E.A., O'Donovan C., Loohuis L.M.O., Ori A.P.S., Oruc L., Osby U., Perlis R.H., Perry A., Pfennig A., Potash J.B., Purcell S.M., Regeer E.J., Reif A., Reinbold C.S., Rice J.P., Rivas F., Rivera M., Roussos P., Ruderfer D.M., Ryu E., Sanchez-Mora C., Schatzberg A.F., Scheftner W.A., Schork N.J., Shannon Weickert C., Shehktman T., Shilling P.D., Sigurdsson E., Slaney C., Smeland O.B., Sobell J.L., Soholm Hansen C., Spijker A.T., St Clair D., Steffens M., Strauss J.S., Streit F., Strohmaier J., Szelinger S., Thompson R.C., Thorgeirsson T.E., Treutlein J., Vedder H., Wang W., Watson S.J., Weickert T.W., Witt S.H., Xi S., Xu W., Young A.H., Zandi P., Zhang P., Zollner S., Adolfsson R., Agartz I., Alda M., Backlund L., Baune B.T., Bellivier F., Berrettini W.H., Biernacka J.M., Blackwood D.H.R., Boehnke M., Borglum A.D., Corvin A., Craddock N., Daly M.J., Dannlowski U., Esko T., Etain B., Frye M., Fullerton J.M., Gershon E.S., Gill M., Goes F., Grigoroiu-Serbanescu M., Hauser J., Hougaard D.M., Hultman C.M., Jones I., Jones L.A., Kahn R.S., Kirov G., Landen M., Leboyer M., Lewis C.M., Li Q.S., Lissowska J., Martin N.G., Mayoral F., McElroy S.L., McIntosh A.M., McMahon F.J., Melle I., Metspalu A., Mitchell P.B., Morken G., Mors O., Mortensen P.B., Muller-Myhsok B., Myers R.M., Neale B.M., Nimgaonkar V., Nordentoft M., Nothen M.M., O'Donovan M.C., Oedegaard K.J., Owen M.J., Paciga S.A., Pato C., Pato M.T., Posthuma D., Ramos-Quiroga J.A., Ribases M., Rietschel M., Rouleau G.A., Schalling M., Schofield P.R., Schulze T.G., Serretti A., Smoller J.W., Stefansson H., Stefansson K., Stordal E., Sullivan P.F., Turecki G., Vaaler A.E., Vieta E., Vincent J.B., Werge T., Nurnberger J.I., Wray N.R., Di Florio A., Edenberg H.J., Cichon S., Ophoff R.A., Scott L.J., Andreassen O.A., Kelsoe J., Sklar P., eQTLGen Consortium, BIOS Consortium, Bipolar Disorder Working Group of the Psychiatric Genomics Consortium, and Complex Trait Genetics
Subjects: Male, Bipolar Disorder, Bipolar I disorder, Schizophrenia/genetics, LD SCORE REGRESSION, Genome-wide association study, VARIANTS, Bipolar II disorder, 0302 clinical medicine, SCHIZOPHRENIA, GWAS, Psychotic Disorders/genetics, Non-U.S. Gov't, RISK, Genetics, 0303 health sciences, HERITABILITY, Research Support, Non-U.S. Gov't, Systems Biology, Major/genetics, Single Nucleotide, 3. Good health, Schizophrenia, Major depressive disorder, Female, Case-Control Studie, Depressive Disorder, Major/genetics, Human, Psychosis, GENES, Biology, Psychotic Disorder, Research Support, Polymorphism, Single Nucleotide, Article, Bipolar Disorder/classification, N.I.H, 03 medical and health sciences, SDG 3 - Good Health and Well-being, medicine, Journal Article, POLYGENICITY, Humans, Genetic Predisposition to Disease, Bipolar disorder, Polymorphism, METAANALYSIS, 030304 developmental biology, Intramural, Depressive Disorder, Major, Depressive Disorder, Genetic heterogeneity, Research Support, N.I.H., Intramural, medicine.disease, INDIVIDUALS, Psychotic Disorders, Genetic Loci, Case-Control Studies, Human medicine, 030217 neurology & neurosurgery, Genome-Wide Association Study, Meta-Analysis
Abstract: This paper is dedicated to the memory of Psychiatric Genomics Consortium (PGC) founding member and Bipolar disorder working group co-chair Pamela Sklar. We thank the participants who donated their time, experiences and DNA to this research, and to the clinical and scientific teams that worked with them. We are deeply indebted to the investigators who comprise the PGC. The views expressed are those of the authors and not necessarily those of any funding or regulatory body. Analyses were carried out on the NL Genetic Cluster Computer (http://www.geneticcluster.org ) hosted by SURFsara, and the Mount Sinai high performance computing cluster (http://hpc.mssm.edu)., Bipolar disorder is a highly heritable psychiatric disorder. We performed a genome-wide association study including 20,352 cases and 31,358 controls of European descent, with follow-up analysis of 822 variants with P, This work was funded in part by the Brain and Behavior Research Foundation, Stanley Medical Research Institute, University of Michigan, Pritzker Neuropsychiatric Disorders Research Fund L.L.C., Marriot Foundation and the Mayo Clinic Center for Individualized Medicine, the NIMH Intramural Research Program; Canadian Institutes of Health Research; the UK Maudsley NHS Foundation Trust, NIHR, NRS, MRC, Wellcome Trust; European Research Council; German Ministry for Education and Research, German Research Foundation IZKF of Münster, Deutsche Forschungsgemeinschaft, ImmunoSensation, the Dr. Lisa-Oehler Foundation, University of Bonn; the Swiss National Science Foundation; French Foundation FondaMental and ANR; Spanish Ministerio de Economía, CIBERSAM, Industria y Competitividad, European Regional Development Fund (ERDF), Generalitat de Catalunya, EU Horizon 2020 Research and Innovation Programme; BBMRI-NL; South-East Norway Regional Health Authority and Mrs. Throne-Holst; Swedish Research Council, Stockholm County Council, Söderström Foundation; Lundbeck Foundation, Aarhus University; Australia NHMRC, NSW Ministry of Health, Janette M O'Neil and Betty C Lynch.
Published: 2019

26. Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder

Author: Christina M. Hultman, Peter R. Schofield, J. Raymond DePaulo, Martin Alda, Szabolcs Szelinger, Susanne Bengesser, Stefan Herms, Alessio Squassina, Gustavo Turecki, Barbara König, Fabian Streit, Jana Strohmaier, Martin Schalling, Maren Lang, Michael McCarthy, Per Hoffmann, Sarah K. Tighe, William Byerley, Jean-Pierre Kahn, Bárbara Arias, Alfonso Tortorella, Francis J. McMahon, William Lawson, Gonzalo Laje, Wade H. Berrettini, Tatyana Shekhtman, Jean-Michel Aubry, Erin N. Smith, Peng Zhang, Stefanie Heilmann-Heimbach, Evaristus A. Nwulia, Thomas B. Barrett, Cinnamon S. Bloss, Nicholas J. Schork, Tatiana Foroud, Antonio Benabarre, Bernhard T. Baune, William Coryell, Giovanni Severino, Sébastien Gard, Michael Bauer, Layla Kassem, Judith A. Badner, Peter P. Zandi, Rebecca McKinney, Paul D. Shilling, Mazda Adli, Pablo Cervantes, John P. Rice, Nirmala Akula, Marcella Rietschel, Maria Grigoroiu-Serbanescu, Armin Birner, David Craig, Caterina Chillotti, Sebastian Kliwicki, Guy A. Rouleau, Alexandre Dayer, Claire Slaney, Thomas Stamm, Piotr M. Czerski, Pamela B. Mahon, Elliot S. Gershon, Susan L. McElroy, Andreas J. Forstner, Sarah E. Bergen, Peter Propping, Johannes Schumacher, Mikael Landén, Marion Leboyer, Janusz K. Rybakowski, Cristiana Cruceanu, Urs Heilbronner, Joanna Hauser, Fernando S. Goes, Howard J. Edenberg, Markus M. Nöthen, Adam Wright, Chunyu Liu, Daniel L. Koller, James B. Potash, Elise T. Bui, Julie Garnham, Caroline M. Nievergelt, William A. Scheftner, Lina Martinsson, Janice M. Fullerton, Maria Del Zompo, Shashi Hitturlingappa, Mirko Manchia, Andreas Reif, Andrea Pfennig, Thomas G. Schulze, Eduard Vieta, Jie Song, Liping Hou, Maria Hipolito, John I. Nurnberger, Louise Frisén, Anna Maaser, Wolfgang Maier, Thomas W. Mühleisen, Andrea Hofmann, Philip B. Mitchell, Clara Brichant-Petitjean, Raffaella Ardau, Joanna M. Biernacka, N. Lackner, Eva Z. Reininghaus, Francesc Colom, Catharina Lavebratt, Francis M. Mondimore, Urban Ösby, Esther Jiménez, Abesh Kumar Bhattacharjee, Marina Mitjans, Tiffany A. Greenwood, Peter Falkai, Stephanie H. Witt, Stéphane Jamain, Sven Cichon, Julia Volkert, Bruno Etain, Lena Backlund, Tomas Novak, Sarah Kittel-Schneider, Franziska Degenhardt, Barbara W. Schweizer, Mark A. Frye, Christian Simhandl, John R. Kelsoe, Sebastian Zöllner, Frank Bellivier, Palmiero Monteleone, Tony Davis, Susan G. Leckband, Mario Maj, Melvin G. McInnis, and Pavla Stopkova
Subjects: Genetics, 0303 health sciences, Genome-wide association study, Odds ratio, Biology, Heritability, medicine.disease, Mental illness, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Intergenic region, Mood, medicine, Bipolar disorder, 030217 neurology & neurosurgery, 030304 developmental biology, Genetic association
Abstract: Bipolar disorder (BD) is a genetically complex mental illness characterized by severe oscillations of mood and behavior. Genome-wide association studies (GWAS) have identified several risk loci that together account for a small portion of the heritability. To identify additional risk loci, we performed a two-stage meta-analysis of >9 million genetic variants in 9,784 bipolar disorder patients and 30,471 controls, the largest GWAS of BD to date. In this study, to increase power we used ~2,000 lithium-treated cases with a long-term diagnosis of BD from the Consortium on Lithium Genetics, excess controls, and analytic methods optimized for markers on the X-chromosome. In addition to four known loci, results revealed genome-wide significant associations at two novel loci: an intergenic region on 9p21.3 (rs12553324, p = 5.87×10−9; odds ratio = 1.12) and markers within ERBB2 (rs2517959, p = 4.53×10−9; odds ratio = 1.13). No significant X-chromosome associations were detected and X-linked markers explained very little BD heritability. The results add to a growing list of common autosomal variants involved in BD and illustrate the power of comparing well-characterized cases to an excess of controls in GWAS.
Published: 2016
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27. Genetic variants associated with response to lithium treatment in bipolar disorder:a genome-wide association study

Author: Ryota Hashimoto, Andrea Hofmann, Gustavo Turecki, N. Lackner, Philip B. Mitchell, Bárbara Arias, Urban Ösby, J. Raymond DePaulo, Martin Alda, Julie Garnham, Esther Jiménez, Abesh Kumar Bhattacharjee, Peter P. Zandi, Clara Brichant-Petitjean, Frank Bellivier, Marina Mitjans, Palmiero Monteleone, Eduard Vieta, Liping Hou, Eva Z. Reininghaus, Raffaella Ardau, Paul D. Shilling, Mazda Adli, Armin Birner, Marion Leboyer, Lena Backlund, Andreas J. Forstner, David A. Cousins, Francesc Colom, Catharina Lavebratt, K Oliver Schubert, Barbara W. Schweizer, Mario Maj, Kazufumi Akiyama, Antoni Benabarre, Julia Volkert, Alessio Squassina, Marcella Rietschel, Stephanie H. Witt, Gonzalo Laje, Louise Frisén, Jordan W. Smoller, Paul Grof, Tomas Novak, L. Trevor Young, Sven Cichon, Bruno Etain, Ichiro Kusumi, Sarah K. Tighe, Sarah Kittel-Schneider, Florian Seemüller, Jean-Pierre Kahn, Markus M. Nöthen, Tadafumi Kato, Alexandre Dayer, Caroline M. Nievergelt, Mirko Manchia, Francis J. McMahon, Peter R. Schofield, Susanne Bengesser, Po-Hsiu Kuo, Stefan Herms, Scott R. Clark, Piotr M. Czerski, Oliver Gruber, Franziska Degenhardt, Mark A. Frye, Joanna M. Biernacka, Christian Simhandl, Guo-Bo Chen, Adam Wright, Sébastien Gard, Peter Falkai, Carlos Jaramillo, Stéphane Jamain, Roy H. Perlis, Andrea Pfennig, Tatyana Shekhtman, Maria Del Zompo, Clarissa de Rosalmeida Dantas, Thomas G. Schulze, Alfonso Tortorella, Francis M. Mondimore, John R. Kelsoe, Jean-Michel Aubry, Mikael Landén, Andreas Reif, Naomi R. Wray, Martin Schalling, Janice M. Fullerton, Nirmala Akula, Claudio E. M. Banzato, Elise T. Bui, Per Hoffmann, Sebastian Kliwicki, Guy A. Rouleau, Maria Grigoroiu-Serbanescu, Glenda MacQueen, Lina Martinsson, Giovanni Severino, Norio Ozaki, Daniela Reich-Erkelenz, Layla Kassem, Manuel Mattheisen, Pavla Stopkova, Michael Bauer, Caterina Chillotti, Kazutaka Shimoda, Bernhard T. Baune, Janusz K. Rybakowski, Thomas Stamm, Joanna Hauser, Fernando S. Goes, Urs Heilbronner, James B. Potash, Susan L. McElroy, Barbara König, Susan G. Leckband, Michael McCarthy, Hsi-Chung Chen, Claire Slaney, Cristiana Cruceanu, Pablo Cervantes, Hou, Liping, Heilbronner, Ur, Degenhardt, Franziska, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Ardau, Raffaella, Arias, Bárbara, Backlund, Lena, Banzato, Claudio E M, Benabarre, Antoni, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M, Birner, Armin, Brichant-Petitjean, Clara, Bui, Elise T, Cervantes, Pablo, Chen, Guo-Bo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Colom, Francesc, Cousins, David A, Cruceanu, Cristiana, Czerski, Piotr M, Dantas, Clarissa R, Dayer, Alexandre, Étain, Bruno, Falkai, Peter, Forstner, Andreas J, Frisén, Louise, Fullerton, Janice M, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grof, Paul, Gruber, Oliver, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Jaramillo, Carlos A López, Macqueen, Glenda, Manchia, Mirko, Martinsson, Lina, Mattheisen, Manuel, Mccarthy, Michael J, Mcelroy, Susan L, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Ösby, Urban, Ozaki, Norio, Perlis, Roy H, Pfennig, Andrea, Reich-Erkelenz, Daniela, Rouleau, Guy A, Schofield, Peter R, Schubert, K Oliver, Schweizer, Barbara W, Seemüller, Florian, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Kazutaka, Simhandl, Christian, Slaney, Claire M, Smoller, Jordan W, Squassina, Alessio, Stamm, Thoma, Stopkova, Pavla, Tighe, Sarah K, Tortorella, Alfonso, Turecki, Gustavo, Volkert, Julia, Witt, Stephanie, Wright, Adam, Young, L Trevor, Zandi, Peter P, Potash, James B, Depaulo, J Raymond, Bauer, Michael, Reininghaus, Eva Z, Novák, Toma, Aubry, Jean-Michel, Maj, Mario, Baune, Bernhard T, Mitchell, Philip B, Vieta, Eduard, Frye, Mark A, Rybakowski, Janusz K, Kuo, Po-Hsiu, Kato, Tadafumi, Grigoroiu-Serbanescu, Maria, Reif, Andrea, Del Zompo, Maria, Bellivier, Frank, Schalling, Martin, Wray, Naomi R, Kelsoe, John R, Alda, Martin, Rietschel, Marcella, Mcmahon, Francis J, and Schulze, Thomas G
Subjects: Male, Glial Cell Line-Derived Neurotrophic Factor Receptors, Bipolar Disorder, Genotype, Genome-wide association study, Single-nucleotide polymorphism, Bipolar Disorder/drug therapy/genetics, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, ddc:616.89, 0302 clinical medicine, Genetic variation, Medicine, Humans, Bipolar disorder, Prospective Studies, Allele, Polymorphism, Lithium Compounds/therapeutic use, Genetics, business.industry, Medicine (all), Genetic Variation, General Medicine, Single Nucleotide, Middle Aged, medicine.disease, Polymorphism, Single Nucleotide/genetics, 030227 psychiatry, 3. Good health, Phenotype, Treatment Outcome, Female, Genome-Wide Association Study, Lithium Compounds, business, 030217 neurology & neurosurgery, Imputation (genetics), Pharmacogenetics, Glial Cell Line-Derived Neurotrophic Factor Receptors/genetics
Abstract: BACKGROUND: Lithium is a first-line treatment in bipolar disorder, but individual response is variable. Previous studies have suggested that lithium response is a heritable trait. However, no genetic markers of treatment response have been reproducibly identified.METHODS: Here, we report the results of a genome-wide association study of lithium response in 2563 patients collected by 22 participating sites from the International Consortium on Lithium Genetics (ConLiGen). Data from common single nucleotide polymorphisms (SNPs) were tested for association with categorical and continuous ratings of lithium response. Lithium response was measured using a well established scale (Alda scale). Genotyped SNPs were used to generate data at more than 6 million sites, using standard genomic imputation methods. Traits were regressed against genotype dosage. Results were combined across two batches by meta-analysis.FINDINGS: A single locus of four linked SNPs on chromosome 21 met genome-wide significance criteria for association with lithium response (rs79663003, p=1·37 × 10(-8); rs78015114, p=1·31 × 10(-8); rs74795342, p=3·31 × 10(-9); and rs75222709, p=3·50 × 10(-9)). In an independent, prospective study of 73 patients treated with lithium monotherapy for a period of up to 2 years, carriers of the response-associated alleles had a significantly lower rate of relapse than carriers of the alternate alleles (p=0·03268, hazard ratio 3·8, 95% CI 1·1-13·0).INTERPRETATION: The response-associated region contains two genes for long, non-coding RNAs (lncRNAs), AL157359.3 and AL157359.4. LncRNAs are increasingly appreciated as important regulators of gene expression, particularly in the CNS. Confirmed biomarkers of lithium response would constitute an important step forward in the clinical management of bipolar disorder. Further studies are needed to establish the biological context and potential clinical utility of these findings.FUNDING: Deutsche Forschungsgemeinschaft, National Institute of Mental Health Intramural Research Program.
Published: 2016

28. Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder

Author: Philip B. Mitchell, Clara Brichant-Petitjean, Raffaella Ardau, Peter R. Schofield, Susanne Bengesser, Stefan Herms, Sebastian Zöllner, Christina M. Hultman, Shashi Hitturlingappa, Maria Hipolito, Louise Frisén, Thomas W. Mühleisen, Layla Kassem, Christian Simhandl, Urban Ösby, Frank Bellivier, Peter Falkai, Alessio Squassina, Jana Strohmaier, Esther Jiménez, Palmiero Monteleone, Caterina Chillotti, Stéphane Jamain, Peter P. Zandi, Abesh Kumar Bhattacharjee, Tony Davis, Sarah K. Tighe, William Byerley, Jean-Pierre Kahn, Michael Bauer, Nicholas J. Schork, Joanna Hauser, Andreas J. Forstner, Francis J. McMahon, Peter Propping, Marina Mitjans, Tiffany A. Greenwood, Alfonso Tortorella, Fernando S. Goes, Szabolcs Szelinger, Tomas Novak, Erin N. Smith, Andrea Pfennig, Susan G. Leckband, Pablo Cervantes, Sarah Kittel-Schneider, Sébastien Gard, Adam Wright, Tatiana Foroud, Joanna M. Biernacka, Jean-Michel Aubry, Marcella Rietschel, Elliot S. Gershon, Janusz K. Rybakowski, John R. Kelsoe, Stephanie H. Witt, Elise T. Bui, Sarah E. Bergen, Tatyana Shekhtman, Thomas G. Schulze, Sven Cichon, Julia Volkert, Thomas Stamm, Eduard Vieta, Jie Song, Liping Hou, Markus M. Nöthen, Bruno Etain, Mikael Landén, Caroline M. Nievergelt, Mirko Manchia, William Coryell, Howard J. Edenberg, Andreas Reif, Urs Heilbronner, Gonzalo Laje, Lena Backlund, Wade H. Berrettini, Martin Schalling, Franziska Degenhardt, Susan L. McElroy, Mario Maj, Francis M. Mondimore, Peng Zhang, Stefanie Heilmann-Heimbach, Janice M. Fullerton, Daniel L. Koller, James B. Potash, Michael McCarthy, Barbara W. Schweizer, Rebecca McKinney, Nirmala Akula, Sebastian Kliwicki, Guy A. Rouleau, N. Lackner, William Lawson, Melvin G. McInnis, Eva Z. Reininghaus, Maria Grigoroiu-Serbanescu, Pavla Stopkova, Francesc Colom, Catharina Lavebratt, Judith A. Badner, Mark A. Frye, Alexandre Dayer, Giovanni Severino, Maren Lang, John P. Rice, Per Hoffmann, William A. Scheftner, Lina Martinsson, Pamela B. Mahon, Piotr M. Czerski, Paul D. Shilling, Mazda Adli, Armin Birner, David Craig, Gustavo Turecki, Bárbara Arias, Evaristus A. Nwulia, Thomas B. Barrett, Cinnamon S. Bloss, Marion Leboyer, Chunyu Liu, Maria Del Zompo, Antonio Benabarre, Bernhard T. Baune, Fabian Streit, John I. Nurnberger, Barbara König, Anna Maaser, Wolfgang Maier, Julie Garnham, Claire Slaney, Johannes Schumacher, Cristiana Cruceanu, J. Raymond DePaulo, Martin Alda, Andrea Hofmann, Hou, Liping, Bergen, Sarah E., Akula, Nirmala, Song, Jie, Hultman, Christina M., Landén, Mikael, Adli, Mazda, Alda, Martin, Ardau, Raffaella, Arias, Barbara, Aubry, Jean-Michel, Backlund, Lena, Badner, Judith A., Barrett, Thomas B., Bauer, Michael, Baune, Bernhard T., Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Berrettini, Wade H., Bhattacharjee, Abesh Kumar, Biernacka, Joanna M., Birner, Armin, Bloss, Cinnamon S., Brichant-Petitjean, Clara, Bui, Elise T., Byerley, William, Cervantes, Pablo, Chillotti, Caterina, Cichon, Sven, Colom, Francesc, Coryell, William, Craig, David W., Cruceanu, Cristiana, Czerski, Piotr M., Davis, Tony, Dayer, Alexandre, Degenhardt, Franziska, Del Zompo, Maria, Depaulo, J. Raymond, Edenberg, Howard J., Étain, Bruno, Falkai, Peter, Foroud, Tatiana, Forstner, Andreas J., Frisén, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Gershon, Elliot S., Goes, Fernando S., Greenwood, Tiffany A., Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Heilbronner, Ur, Heilmann-Heimbach, Stefanie, Herms, Stefan, Hipolito, Maria, Hitturlingappa, Shashi, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kelsoe, John R., Kittel-Schneider, Sarah, Kliwicki, Sebastian, Koller, Daniel L., König, Barbara, Lackner, Nina, Laje, Gonzalo, Lang, Maren, Lavebratt, Catharina, Lawson, William B., Leboyer, Marion, Leckband, Susan G., Liu, Chunyu, Maaser, Anna, Mahon, Pamela B., Maier, Wolfgang, Maj, Mario, Manchia, Mirko, Martinsson, Lina, Mccarthy, Michael J., Mcelroy, Susan L., Mcinnis, Melvin G., Mckinney, Rebecca, Mitchell, Philip B., Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Mühleisen, Thomas W., Nievergelt, Caroline M., Nöthen, Markus M., Novák, Toma, Nurnberger, John I., Nwulia, Evaristus A., Ösby, Urban, Pfennig, Andrea, Potash, James B., Propping, Peter, Reif, Andrea, Reininghaus, Eva, Rice, John, Rietschel, Marcella, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Scheftner, William A., Schofield, Peter R., Schork, Nicholas J., Schulze, Thomas G., Schumacher, Johanne, Schweizer, Barbaraw., Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D., Simhandl, Christian, Slaney, Claire M., Smith, Erin N., Squassina, Alessio, Stamm, Thoma, Stopkova, Pavla, Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolc, Tighe, Sarah K., Tortorella, Alfonso, Turecki, Gustavo, Vieta, Eduard, Volkert, Julia, Witt, Stephanie H., Wright, Adam, Zandi, Peter P., Zhang, Peng, Zollner, Sebastian, and Mcmahon, Francis J.
Subjects: Male, 0301 basic medicine, Bipolar Disorder, Receptor, ErbB-2, Genome-wide association study, Single-nucleotide polymorphism, Biology, 03 medical and health sciences, ddc:616.89, 0302 clinical medicine, Genetic, Molecular Biology, Genetics, Genetics (clinical), medicine, Humans, Bipolar disorder, Genetic association, Chromosomes, Human, X, Association Studies Articles, Case-control study, General Medicine, Odds ratio, Heritability, medicine.disease, 3. Good health, 030104 developmental biology, Meta-analysis, Female, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Bipolar disorder (BD) is a genetically complex mental illness characterized by severe oscillations of mood and behaviour. Genome-wide association studies (GWAS) have identified several risk loci that together account for a small portion of the heritability. To identify additional risk loci, we performed a two-stage meta-analysis of >9 million genetic variants in 9,784 bipolar disorder patients and 30,471 controls, the largest GWAS of BD to date. In this study, to increase power we used ∼2,000 lithium-treated cases with a long-term diagnosis of BD from the Consortium on Lithium Genetics, excess controls, and analytic methods optimized for markers on the X-chromosome. In addition to four known loci, results revealed genome-wide significant associations at two novel loci: an intergenic region on 9p21.3 (rs12553324, P = 5.87 × 10 (-) (9); odds ratio (OR) = 1.12) and markers within ERBB2 (rs2517959, P = 4.53 × 10 (-) (9); OR = 1.13). No significant X-chromosome associations were detected and X-linked markers explained very little BD heritability. The results add to a growing list of common autosomal variants involved in BD and illustrate the power of comparing well-characterized cases to an excess of controls in GWAS.
Published: 2016

29. Impact of a cis-associated gene expression SNP on chromosome 20q11.22 on bipolar disorder susceptibility, hippocampal structure and cognitive performance

Author: Sarah E. Bergen, Enrique Castelao, Jean-Pierre Kahn, Markus M. Nöthen, Wen Zhang, Thomas W. Mühleisen, Philip B. Mitchell, Nicholas G. Martin, Adam Wright, Peter R. Schofield, Joel E. Kleinman, Jiewei Liu, Thomas G. Schulze, Yong-Gang Yao, Xiong-Jian Luo, Ming Li, Christina M. Hultman, Franziska Degenhardt, Sven Cichon, Marcella Rietschel, Zoltán Kutalik, Chunhui Chen, Bruno Etain, Manuel Mattheisen, Grant W. Montgomery, Martin Preisig, Scott D. Gordon, Chantal Henry, Chuansheng Chen, Stéphane Jamain, Mikael Landén, Daniel R. Weinberger, Chen Zhang, Sarah E. Medland, Janice M. Fullerton, Chris R. Fuller, Maria Grigoroiu-Serbanescu, Marion Leboyer, Hao Li, Chunyu Liu, Thomas M. Hyde, Qi Dong, Bing Su, Frank Bellivier, Xiao Li, MooDS Consortium, and Swedish Bipolar Study Group
Subjects: 0301 basic medicine, Bipolar Disorder, Chromosomes, Human, Pair 22, Genome-wide association study, Medical and Health Sciences, Hippocampus, 0302 clinical medicine, Cognition, ddc:150, 2.1 Biological and endogenous factors, Aetiology, Genetics, Psychiatry, Single Nucleotide, Serious Mental Illness, Psychiatry and Mental health, Mental Health, Psychology, Human, Single-nucleotide polymorphism, Polymorphism, Single Nucleotide, Chromosomes, Article, 03 medical and health sciences, Clinical Research, medicine, MooDS Consortium, SNP, Humans, Genetic Predisposition to Disease, ddc:610, Bipolar disorder, Polymorphism, Gene, Genetic association, Aged, Swedish Bipolar Study Group, Prevention, Human Genome, Psychology and Cognitive Sciences, Case-control study, Neurosciences, Bayes Theorem, medicine.disease, Brain Disorders, 030104 developmental biology, pathology [Hippocampus], Logistic Models, Case-Control Studies, Expression quantitative trait loci, Pair 22, 030217 neurology & neurosurgery, genetics [Bipolar Disorder], Genome-Wide Association Study
Abstract: BackgroundBipolar disorder is a highly heritable polygenic disorder. Recent enrichment analyses suggest that there may be true risk variants for bipolar disorder in the expression quantitative trait loci (eQTL) in the brain.AimsWe sought to assess the impact of eQTL variants on bipolar disorder risk by combining data from both bipolar disorder genome-wide association studies (GWAS) and brain eQTL.MethodTo detect single nucleotide polymorphisms (SNPs) that influence expression levels of genes associated with bipolar disorder, we jointly analysed data from a bipolar disorder GWAS (7481 cases and 9250 controls) and a genome-wide brain (cortical) eQTL (193 healthy controls) using a Bayesian statistical method, with independent follow-up replications. The identified risk SNP was then further tested for association with hippocampal volume (n = 5775) and cognitive performance (n = 342) among healthy individuals.ResultsIntegrative analysis revealed a significant association between a brain eQTL rs6088662 on chromosome 20q11.22 and bipolar disorder (log Bayes factor = 5.48; bipolar disorder P = 5.85×10–5). Follow-up studies across multiple independent samples confirmed the association of the risk SNP (rs6088662) with gene expression and bipolar disorder susceptibility (P = 3.54×10–8). Further exploratory analysis revealed that rs6088662 is also associated with hippocampal volume and cognitive performance in healthy individuals.ConclusionsOur findings suggest that 20q11.22 is likely a risk region for bipolar disorder; they also highlight the informative value of integrating functional annotation of genetic variants for gene expression in advancing our understanding of the biological basis underlying complex disorders, such as bipolar disorder.
Published: 2015

30. Convergent Lines of Evidence Support LRP8 as a Susceptibility Gene for Psychosis

Author: Frank Bellivier, Bertram Müller-Myhsok, Philip B. Mitchell, Thomas G. Schulze, Marion Leboyer, Andreas J. Forstner, Nicholas G. Martin, Marcella Rietschel, Sarah E. Bergen, Jana Strohmaier, Ming Li, Julian Hecker, Stéphane Jamain, Markus M. Nöthen, Christina M. Hultman, Mikael Landén, Jean-Pierre Kahn, Andreas Reif, Chantal Henry, Sven Cichon, Bruno Etain, Bernard Lerer, Liang Huang, Maria Grigoroiu-Serbanescu, and Anna Alkelai
Subjects: 0301 basic medicine, Oncology, medicine.medical_specialty, Linkage disequilibrium, Psychosis, Bipolar Disorder, Time Factors, Neuroscience (miscellaneous), Single-nucleotide polymorphism, Genome-wide association study, Polymorphism, Single Nucleotide, Linkage Disequilibrium, 03 medical and health sciences, Cellular and Molecular Neuroscience, Fetus, Gene Frequency, Risk Factors, Internal medicine, mental disorders, medicine, Odds Ratio, SNP, Chromosomes, Human, Humans, Genetic Predisposition to Disease, Bipolar disorder, Protein Interaction Maps, RNA, Messenger, LDL-Receptor Related Proteins, Genetics, Gene Expression Profiling, Brain, Odds ratio, medicine.disease, Reelin Protein, 030104 developmental biology, Neurology, Psychotic Disorders, Schizophrenia, Psychology, Genome-Wide Association Study
Abstract: Reelin (RELN) is identified as a risk gene for major psychiatric disorders such as schizophrenia (SCZ) and bipolar disorder (BPD). However, the role of its downstream signaling molecule, the low-density lipoprotein receptor-related protein 8 (LRP8) in these illnesses is still unclear. To detect whether LRP8 is a susceptibility gene for SCZ and BPD, we analyzed the associations of single nucleotide polymorphisms (SNPs) in LRP8 in a total of 47,187 subjects (including 9379 SCZ patients; 6990 BPD patients; and 12,556 controls in a screening sample, and 1397 SCZ families, 3947 BPD patients, and 8387 controls in independent replications), and identified a non-synonymous SNP rs5174 in LRP8 significantly associated with SCZ and BPD as well as the combined psychosis phenotype (P meta = 1.99 × 10-5, odds ratio (OR) = 1.066, 95 % confidence interval (CI) = 1.035-1.098). The risk SNP rs5174 was also associated with LRP8 messenger RNA (mRNA) expression in multiple brain tissues across independent samples (lowest P = 0.00005). Further exploratory analysis revealed that LRP8 was preferentially expressed in fetal brain tissues. Protein-protein interaction (PPI) analysis demonstrated that LRP8 significantly participated in a highly interconnected PPI network build by top risk genes for SCZ and BPD (P = 7.0 × 10-4). Collectively, we confirmed that LRP8 is a risk gene for psychosis, and our results provide useful information toward a better understanding of genetic mechanism involving LRP8 underlying risk of complex psychiatric disorders.
Published: 2015

31. Assessment of Response to Lithium Maintenance Treatment in Bipolar Disorder: A Consortium on Lithium Genetics (ConLiGen) Report

Author: J. Raymond DePaulo, Martin Alda, Alfonso Tortorella, Susan G. Leckband, Jean-Michel Aubry, James B. Potash, Clara Brichant-Petitjean, Layla Kassem, Joanna Hauser, Tomas Novak, David Zilles, Claire O'Donovan, Rebecca Hoban, Sarah Kittel-Schneider, Claire Slaney, Lena Backlund, Peter Falkai, Andrew T. A. Cheng, John R. Kelsoe, Andrea Pfennig, Janice M. Fullerton, Marcella Rietschel, Caterina Chillotti, Stéphane Jamain, Elise Bui, Po-Hsiu Kuo, Alessio Squassina, Claudio E. M. Banzato, Joanna M. Biernacka, Lisa R. Seymour, Naomi R. Wray, Ichiro Kusumi, Thomas Stamm, Fernando S. Goes, Audrey Nallet, Sarah K. Tighe, Giovanni Severino, Jean-Pierre Kahn, Maria Neuner, Nirmala Akula, Norio Ozaki, Francis J. McMahon, Frank Bellivier, Andreas Reif, Ryota Hashimoto, Barbara W. Schweizer, Palmiero Monteleone, Florian Seemüller, Urs Heilbronner, Sevilla D. Detera-Wadleigh, Pavla Stopkova, Martin Schalling, Julie Garnham, Sébastien Gard, Mark A. Frye, Eva Z. Reininghaus, Lina Martinsson, Urban Ösby, Maria Grigoroiu-Serbanescu, Sara Richardson, Tadafumi Kato, Marion Leboyer, Catharina Lavebratt, Piotr M. Czerski, Scott R. Clark, Daniela Reich-Erkelenz, Sebastian Kliwicki, Guy A. Rouleau, Oliver Gruber, Gonzalo Laje, Adam Wright, Gustavo Turecki, Roy H. Perlis, Takuya Masui, Mirko Manchia, Bernhard T. Baune, Mazda Adli, Michael Bauer, Sven Cichon, Frank Mondimore, Bruno Etain, Philip B. Mitchell, Thomas G. Schulze, Peter P. Zandi, Raffaella Ardau, Peter R. Schofield, Susanne Bengesser, Liping Hou, Janusz K. Rybakowski, Mario Maj, Clarissa de Rosalmeida Dantas, Louise Frisén, O. Schubert, Carlos Jaramillo, Maria Del Zompo, Paul Grof, Cynthia V. Calkin, Jo Steele, Jordan W. Smoller, Alain Malafosse, Manchia, M, Adli, M, Akula, N, Ardau, R, Aubry, Jm, Backlund, L, Banzato, Ce, Baune, Bt, Bellivier, F, Bengesser, S, Biernacka, Jm, Brichant Petitjean, C, Bui, E, Calkin, Cv, Cheng, At, Chillotti, C, Cichon, S, Clark, S, Czerski, Pm, Dantas, C, Zompo, Md, Depaulo, Jr, Detera Wadleigh, Sd, Etain, B, Falkai, P, Frisén, L, Frye, Ma, Fullerton, J, Gard, S, Garnham, J, Goes, F, Grof, P, Gruber, O, Hashimoto, R, Hauser, J, Heilbronner, U, Hoban, R, Hou, L, Jamain, S, Kahn, Jp, Kassem, L, Kato, T, Kelsoe, Jr, Kittel Schneider, S, Kliwicki, S, Kuo, Ph, Kusumi, I, Laje, G, Lavebratt, C, Leboyer, M, Leckband, Sg, López Jaramillo, Ca, Maj, Mario, Malafosse, A, Martinsson, L, Masui, T, Mitchell, Pb, Mondimore, F, Monteleone, P, Nallet, A, Neuner, M, Novák, T, O'Donovan, C, Osby, U, Ozaki, N, Perlis, Rh, Pfennig, A, Potash, Jb, Reich Erkelenz, D, Reif, A, Reininghaus, E, Richardson, S, Rouleau, Ga, Rybakowski, Jk, Schalling, M, Schofield, Pr, Schubert, Ok, Schweizer, B, Seemüller, F, Grigoroiu Serbanescu, M, Severino, G, Seymour, Lr, Slaney, C, Smoller, Jw, Squassina, A, Stamm, T, Steele, J, Stopkova, P, Tighe, Sk, Tortorella, Alfonso Antonio Vincenzo, Turecki, G, Wray, Nr, Wright, A, Zandi, Pp, Zilles, D, Bauer, M, Rietschel, M, Mcmahon, Fj, Schulze, Tg, Alda, M., Department of Psychiatry, Dalhousie University [Halifax], Department of Psychiatry and Psychotherapy, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Human Genetics Branch, National Institutes of Health [Bethesda] (NIH)-National Institute of Mental Health (NIMH), Unit of Clinical Pharmacology, University-Hospital of Cagliari, Department of Mental Health and Psychiatry, University Hospital of Geneva, Trinity College Dublin-St. James's Hospital, University of Campinas [Campinas] (UNICAMP), University of Adelaide, Pôle de Psychiatrie, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Medical University Graz, Mayo Clinic, Division of Epidemiology and Genetics, Academia Sinica-Institute of Biomedical Sciences (ICB/USP), Universidade de São Paulo (USP)-Universidade de São Paulo (USP), Department of Genomics, Life and Brain Center, University of Bonn, Psychiatric Genetic Unit, Poznan University of Medical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-IFR10, University of Homburg, Genetics of Mental Illness and Brain Function, Neuroscience Research Australia, Service de psychiatrie adulte, Université Bordeaux Segalen - Bordeaux 2-Hôpital Charles Perrens-Centre Expert Trouble Bipolaire, Mood Disorders Center of Ottawa (MDCO), University of Ottawa [Ottawa], University of Toronto, Georg-August-University [Göttingen], Osaka University Graduate School of Medicine, University of California [San Diego] (UC San Diego), University of California-University of California, Service de Psychiatrie et Psychologie Clinique, Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Hôpital Jeanne-d'Arc, Laboratory for Molecular Dynamics of Mental Disorders, RIKEN Center for Brain Science [Wako] (RIKEN CBS), RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN)-RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN), Mental Health Sciences Unit, University College of London [London] (UCL), Department of Adult Psychiatry, Institute of Epidemiology and Preventive Medicine, National Taiwan University [Taiwan] (NTU), Hokkaido University Graduate School of Medicine, Molecular Medicine and Surgery department, Karolinska Institutet [Stockholm], Center for Molecular Medicine, Karolinska University Hospital [Stockholm], Department of Pharmacy, Veterans Affairs San Diego Healthcare System, Skaggs School of Pharmacy and Pharmaceutical Sciences [San Diego], University of Antioquia, University of Napoli, School of Psychiatry, University of New South Wales [Sydney] (UNSW)-Black Dog Institute, Prague Psychiatric Center, University of Prague, Fujita Health University School of Medicine, Nagoya University Graduate School of Medicine, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Technische Universität Dresden = Dresden University of Technology (TU Dresden), University of Iowa [Iowa City], Center of Excellence in Neuroscience, CHU de Montréal, Department of Medicine, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CR CHUM), Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal (UdeM)-Université de Montréal (UdeM)-Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal (UdeM)-Université de Montréal (UdeM), Biometric Psychiatric Genetics Research Unit, Alexandru Obregia Psychiatric Hospital, McGill Group for Suicide Studies, Douglas Mental Health University Institute, Queensland Brain Institute, University of Queensland [Brisbane], Department of Mental Health, Johns Hopkins Bloomberg School of Public Health [Baltimore], Johns Hopkins University (JHU)-Johns Hopkins University (JHU), Department of Genetic Epidemiology in Psychiatry [Mannhein], Universität Heidelberg [Heidelberg]-Central Institute of Mental Health Mannheim, The work on assessment of lithium response has been supported by a grant from Canadian Institutes of Health Research #64410 to MA. MG-S was supported by Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii (UEFISCDI), Bucharest, Romania (grant no. 89/2012). JMA and AN were supported by a grant from the Swiss National Foundation (#32003B_125469/1 to JM Aubry). ConLiGen is in part supported by funds from the Intramural Research Program of the National Institute of Mental Health (NIMH) at the National Institutes of Health (NIH), Department of Health and Human Services, United States Government, Aubry, Jean-Michel, Universidade Estadual de Campinas = University of Campinas (UNICAMP), Universidade de São Paulo = University of São Paulo (USP)-Universidade de São Paulo = University of São Paulo (USP), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Georg-August-University = Georg-August-Universität Göttingen, University of California (UC)-University of California (UC), Guellaen, Georges, Université Bordeaux Segalen - Bordeaux 2-Centre hospitalier Charles Perrens [Bordeaux]-Centre Expert Trouble Bipolaire, and Ikeda, Kazutaka
Subjects: Male, Bipolar Disorder, Lithium (medication), Psychometrics, Psychopharmacology, Epidemiology, International Cooperation, lcsh:Medicine, Lithium, Maintenance Treatment, ConLiGen, ddc:616.89, 0302 clinical medicine, Antimanic Agents, Psychology, lcsh:Science, Reliability (statistics), Psychiatry, Genetics, 0303 health sciences, Multidisciplinary, ASSOCIATION, Genomics, Pharmacoepidemiology, 3. Good health, Mental Health, Phenotype, Treatment Outcome, MAPPING SUSCEPTIBILITY GENES, Behavioral Pharmacology, RELIABILITY, Lithium Compounds, Medicine, Female, Research Article, medicine.drug, Drugs and Devices, MAPPING SUSCEPTIBILITY GENES, PROPHYLACTIC LITHIUM, OBSERVER AGREEMENT, MOOD DISORDERS, ONSET, ASSOCIATION, RELIABILITY, MORTALITY, ILLNESS, AGE, ILLNESS, PROPHYLACTIC LITHIUM, 03 medical and health sciences, AGE, Neuropharmacology, Genomic Medicine, [SDV.BBM] Life Sciences [q-bio]/Biochemistry, Molecular Biology, Genome-Wide Association Studies, medicine, Humans, [SDV.BBM]Life Sciences [q-bio]/Biochemistry, Molecular Biology, Bipolar disorder, ddc:610, Biology, 030304 developmental biology, Mood Disorders, business.industry, MORTALITY, lcsh:R, Computational Biology, Reproducibility of Results, Models, Theoretical, medicine.disease, OBSERVER AGREEMENT, Mood disorders, Pharmacogenetics, Therapies, ONSET, lcsh:Q, Pharmacogenomics, business, 030217 neurology & neurosurgery, Kappa
Abstract: Objective: The assessment of response to lithium maintenance treatment in bipolar disorder (BD) is complicated by variable length of treatment, unpredictable clinical course, and often inconsistent compliance. Prospective and retrospective methods of assessment of lithium response have been proposed in the literature. In this study we report the key phenotypic measures of the "Retrospective Criteria of Long-Term Treatment Response in Research Subjects with Bipolar Disorder" scale currently used in the Consortium on Lithium Genetics (ConLiGen) study. Materials and Methods: Twenty-nine ConLiGen sites took part in a two-stage case-vignette rating procedure to examine inter-rater agreement [Kappa (\(\kappa\))] and reliability [intra-class correlation coefficient (ICC)] of lithium response. Annotated first-round vignettes and rating guidelines were circulated to expert research clinicians for training purposes between the two stages. Further, we analyzed the distributional properties of the treatment response scores available for 1,308 patients using mixture modeling. Results: Substantial and moderate agreement was shown across sites in the first and second sets of vignettes (\(\kappa\) = 0.66 and \(\kappa\) = 0.54, respectively), without significant improvement from training. However, definition of response using the A score as a quantitative trait and selecting cases with B criteria of 4 or less showed an improvement between the two stages (\(ICC_1 = 0.71\) and \(ICC_2 = 0.75\), respectively). Mixture modeling of score distribution indicated three subpopulations (full responders, partial responders, non responders). Conclusions: We identified two definitions of lithium response, one dichotomous and the other continuous, with moderate to substantial inter-rater agreement and reliability. Accurate phenotypic measurement of lithium response is crucial for the ongoing ConLiGen pharmacogenomic study.
Published: 2013

32. Replication Study and Meta-Analysis in European Samples Supports Association of the 3p21.1 Locus with Bipolar Disorder

Author: Anne Farmer, Roel A. Ophoff, Peter McGuffin, Lilia I. Abramova, Mads V. Hollegaard, Ole Mors, Omar Gustafsson, Thomas W. Mühleisen, Evangelos Vassos, Srdjan Djurovic, Gulja Babadjanova, Marcella Rietschel, Markus M. Nöthen, Gunnar Morken, Anders D. Børglum, Carmen C. Diaconu, David A. Collier, Lambertus A. Kiemeney, Kari Stefansson, M. Ruggeri, Ingrid Melle, Maria Grigoroiu-Serbanescu, Preben Bo Mortensen, Hreinn Stefansson, István Bitter, Ole A. Andreassen, Stacy Steinberg, Leonard H. van den Berg, Thomas Werge, Barbara Franke, Ruud van Winkel, Dan Rujescu, Vera Golimbet, Gerome Breen, János Réthelyi, Piotr M. Czerski, Joanna Hauser, Sarah Tosato, I. Alex Rubino, Olli Pietiläinen, Erik G. Jönsson, David St Clair, Sven Cichon, Gunter Kenis, Ditte Demontis, Engilbert Sigurdsson, Marc De Hert, Psychiatrie & Neuropsychologie, RS: MHeNs School for Mental Health and Neuroscience, Amsterdam Neuroscience, and Adult Psychiatry
Subjects: Male, Linkage disequilibrium, Genome-wide association study, Aetiology, screening and detection [ONCOL 5], Linkage Disequilibrium, PBRM1, statistics & numerical data [Databases, Genetic], 0302 clinical medicine, Gene Frequency, genome-wide association, bipolar disorder, PBRM1, SGENE, Databases, Genetic, Odds Ratio, genetics [Schizophrenia], genetics, SGENE, Genetics, bipolar disorder, 0303 health sciences, epidemiology [Europe], Single Nucleotide, Genomic disorders and inherited multi-system disorders [DCN PAC - Perception action and control IGMD 3], Europe, genetics [European Continental Ancestry Group], Pair 3, genetics [Chromosomes, Human, Pair 3], genetics [Polymorphism, Single Nucleotide], Female, Chromosomes, Human, Pair 3, Human, Genotype, European Continental Ancestry Group, 3p21.1, Locus (genetics), Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, White People, Chromosomes, Genomic disorders and inherited multi-system disorders DCN MP - Plasticity and memory [IGMD 3], 03 medical and health sciences, Databases, Bipolar Disorder, Humans, Genome-Wide Association Study, Schizophrenia, Genetic Predisposition to Disease, Genetic, medicine, ddc:610, Bipolar disorder, Polymorphism, Allele frequency, Settore MED/25 - Psichiatria, Biological Psychiatry, Molecular epidemiology Aetiology, screening and detection [NCEBP 1], 030304 developmental biology, Genetic association, Odds ratio, medicine.disease, schizophrenia, genome-wide association, polybromo 1, genetics [Bipolar Disorder], 030217 neurology & neurosurgery
Abstract: Item does not contain fulltext BACKGROUND: Common genetic polymorphisms at chromosome 3p21.1, including rs2251219 in polybromo 1 (PBRM1), have been implicated in susceptibility to bipolar affective disorder (BP) through genome-wide association studies. Subsequent studies have suggested that this is also a risk locus for other psychiatric phenotypes, including major depression and schizophrenia. METHODS: To replicate the association, we studied 2562 cases with BP and 25,439 control subjects collected from seven cohorts with either genome-wide association or individual genotyping of rs2251219 and tagging single nucleotide polymorphisms across the PBRM1 gene. Results from the different case-control groups were combined with the inverse variance weighting method. RESULTS: In our dataset, rs2251219 was associated with BP (odds ratio [OR] = .89, p = .003), and meta-analysis of previously published data with our nonoverlapping new data confirmed genome-wide significant association (OR = .875, p = 2.68 x 10(-9)). Genotypic data from the SGENE-plus consortium were used to examine the association of the same variant with schizophrenia in an overall sample of 8794 cases and 25,457 control subjects, but this was not statistically significant (OR = .97, p = .21). CONCLUSIONS: There is strong evidence of association of rs2251219 with BP. However, our data do not support association of this marker with schizophrenia. Because the region of association has high linkage disequilibrium, forming a large haplotype block across many genes, it is not clear which gene is causally implicated in the disorder.
Published: 2012

33. Genome-wide survey implicates the influence of copy number variants (CNVs) in the development of early-onset bipolar disorder

Author: Susanne Moebus, Torsten Paul, Sven Cichon, René Breuer, Nieratschker, Lutz Priebe, M. Rietschel, Britta Haenisch, Franziska Degenhardt, Thomas W. Mühleisen, Stefan Schreiber, Stephanie H. Witt, Wolfgang Maier, Markus M. Nöthen, Margrieta A. Alblas, Peter Propping, Manuel Mattheisen, Stefan Herms, Weingarten M, Marion Leboyer, Mark Lathrop, and Maria Grigoroiu-Serbanescu
Subjects: Adult, Male, congenital, hereditary, and neonatal diseases and abnormalities, Bipolar Disorder, endocrine system diseases, DNA Copy Number Variations, Medizin, Biology, Genome, Polymorphism, Single Nucleotide, 03 medical and health sciences, Cellular and Molecular Neuroscience, 0302 clinical medicine, Germany, mental disorders, Databases, Genetic, medicine, Humans, Genetic Predisposition to Disease, Copy-number variation, Bipolar disorder, Age of Onset, Molecular Biology, 030304 developmental biology, Early onset, Genetics, 0303 health sciences, Age Factors, medicine.disease, Psychiatry and Mental health, Case-Control Studies, Female, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: We used genome-wide single nucleotide polymorphism (SNP) data to search for the presence of copy number variants (CNVs) in 882 patients with bipolar disorder (BD) and 872 population-based controls. A total of 291 (33%) patients had an early age-at-onsetor =21 years (AOor =21 years). We systematically filtered for CNVs that cover at least 30 consecutive SNPs and which directly affect at least one RefSeq gene. We tested whether (a) the genome-wide burden of these filtered CNVs differed between patients and controls and whether (b) the frequency of specific CNVs differed between patients and controls. Genome-wide burden analyses revealed that the frequency and size of CNVs did not differ substantially between the total samples of BD patients and controls. However, separate analysis of patients with AOor =21 years and AO21 years showed that the frequency of microduplications was significantly higher (P=0.0004) and the average size of singleton microdeletions was significantly larger (P=0.0056) in patients with AOor =21 years compared with controls. A search for specific BD-associated CNVs identified two common CNVs: (a) a 160 kb microduplication on 10q11 was overrepresented in AOor = 21 years patients (9.62%) compared with controls (3.67%, P=0.0005) and (b) a 248 kb microduplication on 6q27 was overrepresented in the AOor = 21 years subgroup (5.84%) compared with controls (2.52%, P=0.0039). These data suggest that CNVs have an influence on the development of early-onset, but not later-onset BD. Our study provides further support for previous hypotheses of an etiological difference between early-onset and later-onset BD.
Published: 2011

34. Genetic anticipation and imprinting in bipolar I illness

Author: Stefan Milea, Radu Mihailescu, Pryia J. Wickramaratne, Maria Grigoroiu-Serbanescu, and Susan E. Hodge
Subjects: Proband, Adult, Male, Bipolar Disorder, Adolescent, media_common.quotation_subject, Imprinting, Psychological, Developmental psychology, 03 medical and health sciences, 0302 clinical medicine, Affection, medicine, Humans, Genetic Anticipation, 030212 general & internal medicine, Bipolar disorder, Imprinting (psychology), Age of Onset, Selection Bias, media_common, Age Factors, medicine.disease, 030227 psychiatry, Pedigree, Psychiatry and Mental health, Young age, Diagnostic Interview for Genetic Studies, Female, Age of onset, Psychology, Clinical psychology
Abstract: BackgroundThe study focused on: (1) the existence of genetic anticipation in a randomly selected sample of bipolar I patients using broad and narrow definitions of the affection status in the parental generation; (2) the relationship between anticipation and the age at investigation in probands and in their relatives; (3) the relationship between anticipation and imprinting.MethodOne hundred and fifteen bipolar I patients and their first- to third-degree relatives were diagnosed according to DSM–III–R criteria using the Diagnostic Interview for Genetic Studies and the Family Interview for Genetic Studies.ResultsAge at onset was found to be 6–10 years younger in probands with affected parents or uncles/aunts. Two-thirds of these families showed positive anticipation under both the broad and the narrow definitions of affection status in the parents' generation. The age at investigation was younger in probands showing positive anticipation. Anticipation was found only in probands inheriting the disorder from the paternal side.ConclusionsIn spite of the inevitable association between young current age and young age at onset, which could result in spurious anticipation effects, our findings suggest that this phenomenon is not the sole cause of observed anticipation.
Published: 1997

35. Genome-wide Association Study Identifies Genetic Variation in Neurocan as a Susceptibility Factor for Bipolar Disorder

Author: Martin Hautzinger, Manuel Mattheisen, Srdjan Djurovic, Jennifer Vollmer, Marian L. Hamshere, Michael Alexander, Alexander S. Tiganov, Maria Grigoroiu-Serbanescu, Johanna Sasse, Markus J. Schwarz, Scott D. Gordon, Michael Bauer, Lilia I. Abramova, René Breuer, H.-Erich Wichmann, Susanne Lucae, Susanne Moebus, Britta Haenisch, Carmen C. Diaconu, Grant W. Montgomery, Johannes Schumacher, Kari Stefansson, Jean-Pierre Kahn, Nicholas G. Martin, Wolfgang Maier, Piotr M. Czerski, Michael Steffens, Frank Bellivier, Ole A. Andreassen, Mark Lathrop, Joanna Hauser, Bertram Müller-Myhsok, Stéphane Jamain, Thomas F. Wienker, Omar Gustafsson, Hreinn Stefansson, Nicholas John Craddock, Lejla Kapur-Pojskić, Peter Tessmann, Chantal Henry, Fermín Mayoral, Michael Conlon O'Donovan, Jutta Kammerer-Ciernioch, Fabio Rivas, Liliana Oruc, Markus M. Nöthen, Alexander Chuchalin, Andreas Zimmer, Moritz Weingarten, Stefan Schreiber, Engilbert Sigurdsson, Sven Cichon, Adam Wright, Bruno Etain, Marcella Rietschel, Peter Propping, Franziska Degenhardt, Simon Heath, Thomas G. Schulze, Christine Schmäl, Galina Pantelejeva, Michael John Owen, Helmut Vedder, Christian Meesters, Andreas Reif, Gulja Babadjanova, Philip B. Mitchell, Jana Strohmaier, Thomas W. Mühleisen, Peter R. Schofield, Stefan Herms, Marion Leboyer, Stacy Steinberg, Sarah E. Medland, Lutz Priebe, and Xavier Miró
Subjects: Postmortem studies, Bipolar Disorder, Medizin, Genome-wide association study, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, 03 medical and health sciences, Mice, 0302 clinical medicine, Neurocan, Report, medicine, Genetics, Animals, Humans, Genetics(clinical), Genetic Predisposition to Disease, Bipolar disorder, Genetics (clinical), 030304 developmental biology, 0303 health sciences, Haplotype, Case-control study, Brain, Genetic Variation, Reproducibility of Results, Odds ratio, medicine.disease, 3. Good health, Case-Control Studies, 030217 neurology & neurosurgery, Follow-Up Studies, Genome-Wide Association Study
Abstract: We conducted a genome-wide association study (GWAS) and a follow-up study of bipolar disorder (BD), a common neuropsychiatric disorder. In the GWAS, we investigated 499,494 autosomal and 12,484 X-chromosomal SNPs in 682 patients with BD and in 1300 controls. In the first follow-up step, we tested the most significant 48 SNPs in 1729 patients with BD and in 2313 controls. Eight SNPs showed nominally significant association with BD and were introduced to a meta-analysis of the GWAS and the first follow-up samples. Genetic variation in the neurocan gene (NCAN) showed genome-wide significant association with BD in 2411 patients and 3613 controls (rs1064395, p = 3.02 × 10(-8); odds ratio = 1.31). In a second follow-up step, we replicated this finding in independent samples of BD, totaling 6030 patients and 31,749 controls (p = 2.74 × 10(-4); odds ratio = 1.12). The combined analysis of all study samples yielded a p value of 2.14 × 10(-9) (odds ratio = 1.17). Our results provide evidence that rs1064395 is a common risk factor for BD. NCAN encodes neurocan, an extracellular matrix glycoprotein, which is thought to be involved in cell adhesion and migration. We found that expression in mice is localized within cortical and hippocampal areas. These areas are involved in cognition and emotion regulation and have previously been implicated in BD by neuropsychological, neuroimaging, and postmortem studies.
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35 results on '"Maria Grigoroiu-Serbanescu"'

1. Genetic risk for psychiatric illness is associated with the number of hospitalizations of bipolar disorder patients

2. Sex-Dependent Shared and Nonshared Genetic Architecture Across Mood and Psychotic Disorders

3. Sex-Dependent Shared and Nonshared Genetic Architecture Across Mood and Psychotic Disorders

4. Dissecting the Shared Genetic Architecture of Suicide Attempt, Psychiatric Disorders, and Known Risk Factors

5. Characterization of Age and Polarity at Onset in Bipolar Disorder

6. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

7. Prediction of lithium response using genomic data

8. Genome-wide association study of over 40,000 bipolar disorder cases provides new insights into the underlying biology

9. The Genetics of the Mood Disorder Spectrum: Genome-wide Association Analyses of More Than 185,000 Cases and 439,000 Controls

10. Investigating polygenic burden in age at disease onset in bipolar disorder: Findings from an international multicentric study

11. Predictive power of the ADHD GWAS 2019 polygenic risk scores in independent samples of bipolar patients with childhood ADHD

12. Genomic Relationships, Novel Loci, and Pleiotropic Mechanisms across Eight Psychiatric Disorders

13. Genetic Overlap Between Alzheimer's Disease and Bipolar Disorder Implicates the MARK2 and VAC14 Genes

14. Polygenic scores for major depressive disorder and depressive symptoms predict response to lithium in patients with bipolar disorder

15. Applying polygenic risk scoring for psychiatric disorders to a large family with bipolar disorder and major depressive disorder

16. Analysis of the Influence of microRNAs in Lithium Response in Bipolar Disorder

17. Gene set enrichment analysis and expression pattern exploration implicate an involvement of neurodevelopmental processes in bipolar disorder

18. Association of polygenic score for schizophrenia and HLA antigen and inflammation genes with response to lithium in bipolar affective disorder: A genome-wide association study

19. High genetic loading of schizophrenia predicts poor response to lithium in patients with bipolar disorder: A polygenic score and cross-trait genetic analysis

20. Genome-wide association study identifies 30 Loci Associated with Bipolar Disorder

21. The cAMP responsive element-binding (CREB)-1 gene increases risk of major psychiatric disorders

22. Identification of shared risk loci and pathways for bipolar disorder and schizophrenia

23. Common variants at 2q11.2, 8q21.3, and 11q13.2 are associated with major mood disorders

24. Genome-wide association study of borderline personality disorder reveals genetic overlap with bipolar disorder, major depression and schizophrenia

25. Genome-wide association study identifies 30 loci associated with bipolar disorder

26. Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder

27. Genetic variants associated with response to lithium treatment in bipolar disorder:a genome-wide association study

28. Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder

29. Impact of a cis-associated gene expression SNP on chromosome 20q11.22 on bipolar disorder susceptibility, hippocampal structure and cognitive performance

30. Convergent Lines of Evidence Support LRP8 as a Susceptibility Gene for Psychosis

31. Assessment of Response to Lithium Maintenance Treatment in Bipolar Disorder: A Consortium on Lithium Genetics (ConLiGen) Report

32. Replication Study and Meta-Analysis in European Samples Supports Association of the 3p21.1 Locus with Bipolar Disorder

33. Genome-wide survey implicates the influence of copy number variants (CNVs) in the development of early-onset bipolar disorder

34. Genetic anticipation and imprinting in bipolar I illness

35. Genome-wide Association Study Identifies Genetic Variation in Neurocan as a Susceptibility Factor for Bipolar Disorder

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35 results on '"Maria Grigoroiu-Serbanescu"'

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