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Andlauer, Till ; Guzman-Parra, José ; Streit, Fabian ; Strohmaier, Jana ; González, Maria José ; Flores, Susana Gil ; Cabaleiro Fabeiro, Francisco J. ; Rı́o Noriega, Francisco del ; Perez, Fermin Perez ; González, Jesus Haro ; Orozco Diaz, Guillermo ; de Diego-Otero, Yolanda ; Moreno-Kuestner, Berta ; Auburger, Georg ; Degenhardt, Franziska ; Heilmann-Heimbach, Stefanie ; Herms, Stefan ; Hoffmann, Per ; Frank, Josef ; Foo, Jerome Clifford ; Treutlein, Jens ; Witt, Stephanie H. ; Cichon, Sven ; Kogevinas, Manolis ; Rivas, Fabio ; Mayoral, Fermı́n ; Müller-Myhsok, Bertram ; Forstner, Andreas Josef ; Nöthen, Markus Maria ; Rietschel, Marcella
Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families as well as 438 subjects from an independent, sporadic BD case-control cohort were analysed. Polygenic risk scores (PRS) for BD, schizophrenia, and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had significantly higher PRS for all three psychiatric disorders than the independent controls, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and sporadic BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses, therefore, demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. The PRS explained only part of the observed phenotypic variance and rare variants might have also contributed to disease development.
Andlauer, Till ; Guzman-Parra, José ; Streit, Fabian ; Strohmaier, Jana ; González, Maria José ; Flores, Susana Gil ; Cabaleiro Fabeiro, Francisco J. ; Rı́o Noriega, Francisco del ; Perez, Fermin Perez ; González, Jesus Haro ; Orozco Diaz, Guillermo ; de Diego-Otero, Yolanda ; Moreno-Kuestner, Berta ; Auburger, Georg ; Degenhardt, Franziska ; Heilmann-Heimbach, Stefanie ; Herms, Stefan ; Hoffmann, Per ; Frank, Josef ; Foo, Jerome Clifford ; Treutlein, Jens ; Witt, Stephanie H. ; Cichon, Sven ; Kogevinas, Manolis ; Rivas, Fabio ; Mayoral, Fermı́n ; Müller-Myhsok, Bertram ; Forstner, Andreas Josef ; Nöthen, Markus Maria ; Rietschel, Marcella
Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families (166 BD, 78 major depressive disorder, 151 unaffected) as well as 438 subjects from an independent, BD case/control cohort (161 unrelated BD, 277 unrelated controls) were analysed. Polygenic risk scores (PRS) for BD, schizophrenia (SCZ), and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had higher PRS for all three psychiatric disorders than the independent controls, with BD and SCZ being significant after correction for multiple testing, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and unrelated BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. However, the PRS explained only part of the observed phenotypic variance, and rare variants might have also contributed to disease development.
Koromina, Maria ; Ravi, Ashvin ; Panagiotaropoulou, Georgia ; Schilder, Brian M. ; Humphrey, Jack ; Braun, Alice ; Bidgeli, Tim ; Chatzinakos, Chris ; Coombes, Brandon ; Kim, Jaeyoung ; Liu, Xiaoxi ; Terao, Chikashi ; O'Connell, Kevin S. ; Adams, Mark ; Adolfsson, Rolf ; Alda, Martin ; Alfredsson, Lars ; Andlauer, Till ; Andreassen, Ole A. ; Antoniou, Anastasia ; Baune, Bernhard T. ; Bengesser, Susanne ; Biernacka, Joanna ; Boehnke, Michael ; Bosch, Rosa ; Cairns, Murray ; Carr, Vaughan J. ; Casas Brugué, Miquel ; Catts, Stanley ; Cichon, Sven ; Corvin, Aiden ; Craddock, Nicholas ; Dafnas, Konstantinos ; Dalkner, Nina ; Dannlowski, Udo ; Degenhardt, Franziska ; Di Florio, Arianna ; Dikeos, Dimitris ; Fellendorf, Frederike Tabea ; Ferentinos, Panagiotis ; Forstner, Andreas Josef ; Forty, Liz ; Frye, Mark ; Fullerton, Janice M. ; Gawlik, Micha ; Gizer, Ian R. ; Gordon-Smith, Katherine ; Green, Melissa J. ; Grigoroiu-Serbanescu, Maria ; Guzman-Parra, José ; Hahn, Tim ; Henskens, Frans ; Hillert, Jan ; Jablensky, Assen V. ; Jones, Lisa ; Jones, Ian ; Jonsson, Lina ; Kelsoe, John R. ; Kircher, Tilo ; Kirov, George ; Kittel-Schneider, Sarah ; Kogevinas, Manolis ; Landén, Mikael ; Leboyer, Marion ; Lenger, Melanie ; Lissowska, Jolanta ; Lochner, Christine ; Loughland, Carmel ; MacIntyre, Donald ; Martin, Nicholas G. ; Maratou, Eirini ; Mathews, Carol A. ; Mayoral, Fermı́n ; McElroy, Susan L. ; McGregor, Nathaniel W. ; McIntosh, Andrew M. ; McQuillin, Andrew ; Michie, Patricia ; Milanova, Vihra ; Mitchell, Philip B. ; Moutsatsou, Paraskevi ; Mowry, Bryan ; Müller-Myhsok, Bertram ; Myers, Richard M. ; Nenadić, Igor ; Nöthen, Markus Maria ; O'Donovan, Claire ; O'Donovan, Michael ; Ophoff, Roel André ; Owen, Michael J. ; Pantelis, Christos ; Pato, Carlos ; Pato, Michele T. ; Patrinos, George P. ; Pawlak, Joanna M. ; Perlis, Roy H. ; Porichi, Evgenia ; Posthuma, Danielle ; Ramos-Quiroga, Josep Antoni ; Reif, Andreas ; Reininghaus, Eva Z. ; Ribasés, Marta ; Rietschel, Marcella ; Schall, Ulrich ; Schulze, Thomas Gerd ; Scott, Laura J. ; Scott, Rodney J. ; Serretti, Alessandro ; Shannon Weickert, Cynthia ; Smoller, Jordan W. ; Soler Artigas, Marı́a ; Stein, Dan J. ; Streit, Fabian ; Toma, Claudio ; Tooney, Paul ; Vieta, Eduard ; Vincent, John B. ; Waldman, Irwin D. ; Weickert, Thomas ; Witt, Stephanie H. ; Hong, Kyung Sue ; Ikeda, Masashi ; Iwata, Nakao ; Świątkowska, Beata ; Won, Hong-Hee ; Edenberg, Howard J. ; Ripke, Stephan ; Raj, Towfique ; Coleman, Jonathan R. I. ; Mullins, Niamh
Bipolar disorder (BD) is a heritable mental illness with complex etiology. While the largest published genome-wide association study identified 64 BD risk loci, the causal SNPs and genes within these loci remain unknown. We applied a suite of statistical and functional fine-mapping methods to these loci, and prioritized 22 likely causal SNPs for BD. We mapped these SNPs to genes, and investigated their likely functional consequences by integrating variant annotations, brain cell-type epigenomic annotations, brain quantitative trait loci, and results from rare variant exome sequencing in BD. Convergent lines of evidence supported the roles of SCN2A, TRANK1, DCLK3, INSYN2B, SYNE1, THSD7A, CACNA1B, TUBBP5, PLCB3, PRDX5, KCNK4, AP001453.3, TRPT1, FKBP2, DNAJC4, RASGRP1, FURIN, FES, YWHAE, DPH1, GSDMB, MED24, THRA, EEF1A2, and KCNQ2 in BD. These represent promising candidates for functional experiments to understand biological mechanisms and therapeutic potential. Additionally, we demonstrated that fine-mapping effect sizes can improve performance and transferability of BD polygenic risk scores across ancestrally diverse populations, and present a high-throughput fine-mapping pipeline (https://github.com/mkoromina/SAFFARI).
O’Connell, Kevin S. ; Koromina, Maria ; van der Veen, Tracey ; Boltz, Toni ; David, Friederike S. ; Kay Yang, Jessica Mei ; Lin, Keng-Han ; Wang, Xin ; Coleman, Jonathan R. I. ; Mitchell, Brittany L. ; McGrouther, Caroline C. ; Rangan, Aaditya V. ; Lind, Penelope A. ; Koch, Elise ; Harder, Arvid ; Parker, Nadine ; Bendl, Jaroslav ; Adorjan, Kristina ; Agerbo, Esben ; Albani, Diego ; Alemany, Silvia ; Alliey-Rodriguez, Ney ; Als, Thomas D. ; Andlauer, Till F. M. ; Antoniou, Anastasia ; Ask, Helga ; Bass, Nicholas ; Bauer, Michael ; Beins, Eva C. ; Bigdeli, Tim B. ; Pedersen, Carsten Bøcker ; Boks, Marco P. ; Børte, Sigrid ; Bosch, Rosa ; Brum, Murielle ; Brumpton, Ben M. ; Brunkhorst-Kanaan, Nathalie ; Budde, Monika ; Bybjerg-Grauholm, Jonas ; Byerley, William ; Cabana-Domínguez, Judit ; Cairns, Murray J. ; Carpiniello, Bernardo ; Casas, Miquel ; Cervantes, Pablo ; Chatzinakos, Chris ; Chen, Hsi-Chung ; Clarence, Tereza ; Clarke, Toni-Kim ; Claus, Isabelle ; Coombes, Brandon ; Corfield, Elizabeth C. ; Cruceanu, Cristiana ; Cuellar-Barboza, Alfredo ; Czerski, Piotr M. ; Dafnas, Konstantinos ; Dale, Anders M. ; Dalkner, Nina ; Degenhardt, Franziska ; DePaulo, J. Raymond ; Djurovic, Srdjan ; Drange, Ole Kristian ; Escott-Price, Valentina ; Fanous, Ayman H. ; Fellendorf, Frederike T. ; Ferrier, I. Nicol ; Forty, Liz ; Frank, Josef ; Frei, Oleksandr ; Freimer, Nelson B. ; Fullard, John F. ; Garnham, Julie ; Gizer, Ian R. ; Gordon, Scott D. ; Gordon-Smith, Katherine ; Greenwood, Tiffany A. ; Grove, Jakob ; Guzman-Parra, José ; Ha, Tae Hyon ; Hahn, Tim ; Haraldsson, Magnus ; Hautzinger, Martin ; Havdahl, Alexandra ; Heilbronner, Urs ; Hellgren, Dennis ; Herms, Stefan ; Hickie, Ian B. ; Hoffmann, Per ; Holmans, Peter A. ; Huang, Ming-Chyi ; Ikeda, Masashi ; Jamain, Stéphane ; Johnson, Jessica S. ; Jonsson, Lina ; Kalman, Janos L. ; Kamatani, Yoichiro ; Kennedy, James L. ; Kim, Euitae ; Kim, Jaeyoung ; Kittel-Schneider, Sarah ; Knowles, James A. ; Kogevinas, Manolis ; Kranz, Thorsten M. ; Krebs, Kristi ; Kushner, Steven A. ; Lavebratt, Catharina ; Lawrence, Jacob ; Leber, Markus ; Lee, Heon-Jeong ; Liao, Calwing ; Lucae, Susanne ; Lundberg, Martin ; MacIntyre, Donald J. ; Maier, Wolfgang ; Maihofer, Adam X. ; Malaspina, Dolores ; Manchia, Mirko ; Maratou, Eirini ; Martinsson, Lina ; Mattheisen, Manuel ; McGregor, Nathaniel W. ; McInnis, Melvin G. ; McKay, James D. ; Medeiros, Helena ; Meyer-Lindenberg, Andreas ; Millischer, Vincent ; Morris, Derek W. ; Moutsatsou, Paraskevi ; Mühleisen, Thomas W. ; O’Donovan, Claire ; Olsen, Catherine M. ; Panagiotaropoulou, Georgia ; Papiol, Sergi ; Pardiñas, Antonio F. ; Park, Hye Youn ; Perry, Amy ; Pfennig, Andrea ; Pisanu, Claudia ; Potash, James B. ; Quested, Digby ; Rapaport, Mark H. ; Regeer, Eline J. ; Rice, John P. ; Rivera, Margarita ; Schulte, Eva C. ; Senner, Fanny ; Shadrin, Alexey ; Shilling, Paul D. ; Sigurdsson, Engilbert ; Sindermann, Lisa ; Sirignano, Lea ; Siskind, Dan ; Slaney, Claire ; Sloofman, Laura G. ; Smeland, Olav B. ; Smith, Daniel J. ; Sobell, Janet L. ; Soler Artigas, Maria ; Stein, Dan J. ; Stein, Frederike ; Su, Mei-Hsin ; Sung, Heejong ; Świątkowska, Beata ; Terao, Chikashi ; Tesfaye, Markos ; Tesli, Martin ; Thorgeirsson, Thorgeir E. ; Thorp, Jackson G. ; Toma, Claudio ; Tondo, Leonardo ; Tooney, Paul A. ; Tsai, Shih-Jen ; Tsermpini, Evangelia Eirini ; Vawter, Marquis P. ; Vedder, Helmut ; Vreeker, Annabel ; Walters, James T. 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