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Genomic dimensions deconstruct the clinical heterogeneity of bipolar disorder

Tracey van der Veen M. Tesfaye J. M. K. Yang T. Boltz F. David Shane Crinion M. Koromina Till F. M. Andlauer Tim B. Bigdeli B. Coombes T. A. Greenwood G. Panagiotaropoulou N. Parker Heejong Sung Nicholas J. Bass Jonathan R. I. Coleman J. Guzmán-Parra J. Kalman C. McGrouther Brittany L. Mitchell A. Rangan K. Scott A. Shadrin Daniel J. Smith A. Vreeker Kristina Adorjan D. Albani Silvia Alemany N. Alliey-Rodriguez A. Antoniou Michael Bauer E. Beins M. P. Boks R. Bosch B. Brumpton N. Brunkhorst-Kanaan M. Budde W. Byerley J. Cabana-Domínguez M. Cairns B. Carpiniello Miquel Casas P. Cervantes C. Chatzinakos T. Clarke I. Claus C. Cruceanu A. Cuéllar-Barboza P. Czerski K. Dafnas A. Dale N. Dalkner J. DePaulo Franziska Degenhardt S. Djurovic V. Escott-Price A. Fanous F. Fellendorf I. Ferrier L. Forty J. Frank O. Frei N. Freimer J. Garnham I. Gizer Scott D. Gordon K. Gordon-Smith T. Hahn M. Hamshere A. Harder M. Hautzinger U. Heilbronner Dennis Hellgren S. Herms I. Hickie P. Hoffmann Peter A. Holmans S. Jamain L. Jonsson James L. Kennedy S. Kittel-Schneider James A. Knowles Elise Koch M. Kogevinas T. Kranz S. Kushner C. Lavebratt J. Lawrence M. Leber P. Lind S. Lucae M. Lundberg D. Macintyre Wolfgang Maier A. Maihofer D. Malaspina M. Manchia E. Maratou L. Martinsson Melvin G. McInnis J. D. McKay H. Medeiros Andreas Meyer-Lindenberg V. Millischer D. Morris P. Moutsatsou Thomas W. Mühleisen C. O'Donovan C. Olsen S. Papiol A. Pardiñas A. Perry Andrea Pfennig C. Pisanu J. Potash D. Quested Mark H. Rapaport E. J. Regeer John P. Rice M. Rivera Eva C. Schulte F. Senner P. Shilling L. Sindermann L. Sirignano D. Siskind C. Slaney O. Smeland J. Sobell M. Artigas Dan J. Stein F. Stein B. Świątkowska Jackson G. Thorp Claudio Toma L. Tondo P. Tooney M. Vawter H. Vedder J. Walters S. Witt Allan H. Young P. Zandi L. Zillich R. Adolfsson L. Alfredsson L. Backlund B. T. Baune F. Bellivier S. Bengesser W. Berrettini Joanna M. Biernacka Douglas H. R. Blackwood M. Boehnke G. Breen V. Carr S. Catts S. Cichon A. Corvin N. Craddock U. Dannlowski D. Dikeos T. Esko B. Étain P. Ferentinos M. Frye J. Fullerton M. Gawlik E. Gershon Fernando S. Goes Melissa J. Green Joanna Hauser F. Henskens J. Hjerling-Leffler Ian R. Jones Lisa Jones René S. Kahn J. Kelsoe T. Kircher G. Kirov N. Kobayashi M. Landén M. Leboyer M. Lenger Qing-Qin S. Li J. Lissowska C. Loughland J. Luykx Nicholas G. Martin C. Mathews F. Mayoral Susan L. McElroy A. McIntosh S. Medland I. Melle P. Mitchell G. Morken Richard M. Myers Chiara Möser Bertram Müller-Myhsok B. Neale C. Nievergelt J. Nurnberger M. Nöthen Michael C. O'Donovan K. Oedegaard Tomas Olsson M. Owen S. Paciga C. Pantelis C. Pato M. Pato G. Patrinos Joanna Pawlak Roy H. Perlis J. Ramos-Quiroga A. Reif E. Reininghaus M. Ribasés M. Rietschel S. Ripke Guy A. Rouleau U. Schall M. Schalling P. R. Schofield Thomas G. Schulze Laura J. Scott R. Scott A. Serretti J. Smoller A. Squassina E. Stahl E. Stordal F. Streit P. Sullivan G. Turecki A. Vaaler E. Vieta J. Vincent Irwin D. Waldman C. Weickert T. Weickert D. Whiteman M. Alda Roel A. Ophoff K. O'Connell N. Mullins A. Forstner M. Grigoroiu-Serbanescu H. Edenberg F. McMahon O. Andreassen A. Di Florio A. McQuillin
Aug 2026 · Research Square · 0 citations
Medicine

TL;DR

Bipolar disorder’s genetic architecture appears hierarchical—a general liability resolving into dimensions of course and comorbidity, beyond subtypes, beyond subtypes.

Abstract

Bipolar disorder’s (BD) clinical heterogeneity has an unresolved genetic basis. We meta-analyzed genome-wide association studies (GWAS) of 16 BD subphenotypes in 226,032 individuals from 57 cohorts (38,022 cases); 10 advanced to multivariate and multi-trait analyses. Four factors (compulsive, psychotic, dysregulated, internalizing) explained 82.8% of shared genetic variance. BD1 and BD2 loaded on distinct factors despite a high genetic correlation; 87.0% of common-factor loci were significant in neither subtype. Unipolar mania aligned with psychosis over internalizing, and was distinguishable from BD1, and rapid cycling showed heritable cross-domain liability. We identified 356 risk loci, 158 novel, including the first univariate-GWAS associations for psychosis, unipolar mania, rapid cycling and schizoaffective disorder—and 249 credible genes (89 high-confidence), 12 with approved-drug or clinical-phase annotations. Cell-type association showed a midbrain dopaminergic–GABAergic gradient along the psychotic factor. BD’s genetic architecture appears hierarchical—a general liability resolving into dimensions of course and comorbidity, beyond subtypes.

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