Authors: Tracey Van Der Veen, Markos Tesfaye, Jessica Mei Yang, Toni Boltz, Friederike David, Shane Crinion, Maria Koromina, Till F Andlauer, Tim Bigdeli, Brandon Coombes, Tiffany Greenwood, Georgia Panagiotaropoulou, Nadine Parker, Heejong Sung, Nicholas Bass, Jonathan R Coleman, José Guzman Parra, Janos Kalman, Caroline Mcgrouther, Brittany Mitchell, Aaditya Rangan, Katie Scott, Alexey Shadrin, Daniel Smith, Annabel Vreeker, Kristina Adorjan, Diego Albani, Silvia Alemany, Ney Alliey Rodriguez, Anastasia Antoniou, Michael Bauer, Eva Beins, Marco Boks, Rosa Bosch, Ben Brumpton, Nathalie Brunkhorst Kanaan, Monika Budde, William Byerley, Judit Cabana Domínguez, Murray Cairns, Bernardo Carpiniello, Miquel Casas, Pablo Cervantes, Chris Chatzinakos, Toni-kim Clarke, Isabelle Claus, Cristiana Cruceanu, Alfredo Cuellar Barboza, Piotr Czerski, Konstantinos Dafnas, Anders Dale, Nina Dalkner, J Depaulo, Franziska Degenhardt, Srdjan Djurovic, Valentina Escott Price, Ayman Fanous, Frederike Fellendorf, I Ferrier, Liz Forty, Josef Frank, Oleksandr Frei, Nelson Freimer, Julie Garnham, Ian Gizer, Scott Gordon, Katherine Gordon Smith, Tim Hahn, L Marian, Arvid Harder, Martin Hautzinger, Urs Heilbronner, Dennis Hellgren, Stefan Herms, Ian Hickie, Per Hoffmann, Peter Holmans, Stéphane Jamain, Lina Jonsson, James Kennedy, Sarah Kittel Schneider, James Knowles, Elise Koch, Manolis Kogevinas, Thorsten Kranz, Steven Kushner, Catharina Lavebratt, Jacob Lawrence, Markus Leber, Penelope Lind, Susanne Lucae, Martin Lundberg, Donald Macintyre, Wolfgang Maier, Adam Maihofer, Dolores Malaspina, Mirko Manchia, Eirini Maratou, Lina Martinsson, Melvin Mcinnis, James Mckay, Helena Medeiros, Andreas Meyer Lindenberg, Vincent Millischer, Derek Morris, Paraskevi Moutsatsou, Thomas Mühleisen, Claire 'donovan, Catherine Olsen, Sergi Papiol, Antonio Pardiñas, Amy Perry, Andrea Pfennig, Claudia Pisanu, James Potash, Digby Quested, Mark Rapaport, Eline Regeer, John Rice, Margarita Rivera, Eva Schulte, Fanny Senner, Paul Shilling, Lisa Sindermann, Lea Sirignano, Dan Siskind, Claire Slaney, Olav Smeland, Janet Sobell, Maria Artigas, Dan Stein, Frederike Stein, Beata Swiatkowska, Jackson Thorp, Claudio Toma, Leonardo Tondo, Paul Tooney, Marquis Vawter, Helmut Vedder, James T Walters, Stephanie Witt, Allan Young, Peter Zandi, Lea Zillich, Bernhard Baune, Frank Bellivier, Susanne Bengesser, Wade Berrettini, Joanna Biernacka, Douglas Blackwood, Michael Boehnke, Gerome Breen, Vaughan Carr, Stanley Catts, Sven Cichon, Aiden Corvin, Nicholas Craddock, Udo Dannlowski, Dimitris Dikeos, Tõnu Esko, Bruno Etain, Panagiotis Ferentinos, Mark Frye, Janice Fullerton, Micha Gawlik, Elliot Gershon, Fernando Goes, Melissa Green, Joanna Hauser, Frans Henskens, Jens Hjerling Leffler, Ian Jones, Lisa Jones, René Kahn, John Kelsoe, Tilo Kircher, George Kirov, Nene Kobayashi, Mikael Landén, Marion Leboyer, Melanie Lenger, Qingqin Li, Jolanta Lissowska, Carmel Loughland, Jurjen Luykx, Nicholas Martin, Carol Mathews, Fermin Mayoral, Susan Mcelroy, Andrew Mcintosh, Sarah Medland, Ingrid Melle, Philip Mitchell, Gunnar Morken, Richard Myers, Chiara Möser, Bertram Müller Myhsok, Benjamin Neale, Caroline Nievergelt, John Nurnberger, Markus Nöthen, Michael O'donovan, Ketil Oedegaard, Tomas Olsson, Michael Owen, Sara Paciga, Christos Pantelis, Carlos Pato, Michele Pato, George Patrinos, Joanna Pawlak, Roy Perlis, Josep Ramos Quiroga, Andreas Reif, Eva Reininghaus, Marta Ribasés, Marcella Rietschel, Stephan Ripke, Guy Rouleau, Ulrich Schall, Martin Schalling, Peter Schofield, Thomas Schulze, Laura Scott, Rodney Scott, Alessandro Serretti, Jordan Smoller, Alessio Squassina, Eli Stahl, Eystein Stordal, Fabian Streit, Patrick Sullivan, Gustavo Turecki, Arne Vaaler, Eduard Vieta, John Vincent, Irwin Waldman, Cynthia Weickert, Thomas Weickert, David Whiteman, Martin Alda, Roel Ophoff, Kevin O'connell, Niamh Mullins, Andreas Forstner, Maria Grigoroiu Serbanescu, Howard Edenberg, Francis Mcmahon, Ole Andreassen, Arianna Di Florio, Andrew Mcquillin
Description:The clinical heterogeneity of bipolar disorder (BD) is a major obstacle to improving diagnosis, predicting patient outcomes, and developing personalized treatments. A genetic approach is needed to deconstruct the disorder and uncover its fundamental biology. Previous genetic studies focusing on broad diagnostic categories have been limited in their ability to parse this complexity. To test the hypothesis that clinically distinct subphenotypes of BD are associated with different underlying common variant genetic architectures. This multicenter study included a primary genome-wide association study (GWAS) of up to 23,819 bipolar disorder (BD) cases and 163,839 controls. These results were integrated via multi-trait analysis of GWAS (MTAG) with external summary statistics for BD (59,287 cases; 781,022 controls) and schizophrenia (SCZ; 53,386 cases; 77,258 controls). Sample overlap was statistically accounted for. The primary outcomes were the genetic dimensions underlying BD heterogeneity, differentiated by single nucleotide polymorphism (SNP)-heritability (h 2 SNP ), genetic correlations, genomic loci ( P ≤5×10 -8 ), and functional, cell-type, and gene-expression pathway analyses. We identified four genetically-informed dimensions of BD: Severe Illness, Core Mania, Externalizing/Impulsive Comorbidity, and Internalizing/Affective Comorbidity. The analyses yielded up to 181 subphenotype-associated loci, 53 of which are novel. The Severe Illness Dimension was characterized by a unique neuro-immune signature (a protective association with HLA-DMB , P =2.50×10 -273 ) evident only when leveraging SCZ genetic data. The Internalizing/Affective dimension was associated with neurodevelopmental genes (e.g., DCC ). Notably, the rapid-cycling subphenotype showed a unique signature of strong negative selection, a finding not observed in other subphenotypes. The clinical heterogeneity of bipolar disorder appears to be defined by a complex and multi-layered genetic architecture. The presented findings provide an empirical framework that may advance psychiatric nosology beyond its current diagnostic boundaries. These results may also inform future research to identify targets for personalized interventions. The delineation of these genetically-informed dimensions offers specific, biologically-grounded hypotheses for subsequent therapeutic discovery. Establishing such a framework is an essential step toward refining diagnostic criteria and developing more effective, personalized treatments. This work lays the foundation for a transition from a uniform treatment model to the paradigm of precision psychiatry. Question: What are the distinct genetic architectures underlying the clinical heterogeneity of bipolar disorder?Findings: In this genetic study of 23,819 bipolar disorder (BD) cases and 163,839 controls, clinical heterogeneity mapped onto four genetically-informed dimensions. A severe illness dimension was defined by a neuro-immune signature ( HLA-DMB ) shared with schizophrenia. An affective comorbidity dimension was distinguished by neurodevelopmental pathways involving axonal guidance ( DCC ). Notably, the rapid-cycling phenotype showed evidence of purifying selection, suggesting influence by rare, highly penetrant alleles. Meaning: These findings provide a data-driven biological framework for bipolar disorder, guiding future research toward patient stratification and targeted therapeutics.