Genomics yields biological and phenotypic insights into bipolar disorder

. 2025 Mar ; 639 (8056) : 968-975. [epub] 20250122

Jazyk angličtina Země Velká Británie, Anglie Médium print-electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid39843750

Grantová podpora
001 World Health Organization - International

Odkazy

PubMed 39843750
DOI 10.1038/s41586-024-08468-9
PII: 10.1038/s41586-024-08468-9
Knihovny.cz E-zdroje

Bipolar disorder is a leading contributor to the global burden of disease1. Despite high heritability (60-80%), the majority of the underlying genetic determinants remain unknown2. We analysed data from participants of European, East Asian, African American and Latino ancestries (n = 158,036 cases with bipolar disorder, 2.8 million controls), combining clinical, community and self-reported samples. We identified 298 genome-wide significant loci in the multi-ancestry meta-analysis, a fourfold increase over previous findings3, and identified an ancestry-specific association in the East Asian cohort. Integrating results from fine-mapping and other variant-to-gene mapping approaches identified 36 credible genes in the aetiology of bipolar disorder. Genes prioritized through fine-mapping were enriched for ultra-rare damaging missense and protein-truncating variations in cases with bipolar disorder4, highlighting convergence of common and rare variant signals. We report differences in the genetic architecture of bipolar disorder depending on the source of patient ascertainment and on bipolar disorder subtype (type I or type II). Several analyses implicate specific cell types in the pathophysiology of bipolar disorder, including GABAergic interneurons and medium spiny neurons. Together, these analyses provide additional insights into the genetic architecture and biological underpinnings of bipolar disorder.

Academic Psychiatry Newcastle University Newcastle upon Tyne UK

Analytic and Translational Genetics Unit Massachusetts General Hospital Boston MA USA

APHP Nord DMU Neurosciences GHU Saint Louis Lariboisière Fernand Widal Département de Psychiatrie et de Médecine Addictologique Paris France

Banner University Medical Center Phoenix AZ USA

Biochemistry and Molecular Biology Indiana University School of Medicine Indianapolis IN USA

Bioinformatics Research Centre Aarhus University Aarhus Denmark

Biometric Psychiatric Genetics Research Unit Alexandru Obregia Clinical Psychiatric Hospital Bucharest Romania

Brain and Mind Centre The University of Sydney Sydney New South Wales Australia

Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto Ontario Canada

Cancer Detection and Therapies Program Hunter Medical Research Institute University of Newcastle Newcastle New South Wales Australia

Cancer Epidemiology and Prevention M Sklodowska Curie National Research Institute of Oncology Warsaw Poland

Carl T Hayden Veterans Affairs Medical Center Phoenix AZ USA

Center for Disease Neurogenomics Icahn School of Medicine at Mount Sinai New York NY USA

Center for Genomics and Personalized Medicine CGPM Aarhus Denmark

Center for GeoGenetics GLOBE Institute University of Copenhagen Copenhagen Denmark

Center for Molecular Medicine Karolinska University Hospital Stockholm Sweden

Center for Molecular Medicine Stockholm Sweden

Center for Multimodal Imaging and Genetics Departments of Neurosciences Radiology and Psychiatry University of California San Diego CA USA

Center for Neonatal Screening Department for Congenital Disorders Statens Serum Institut Copenhagen Denmark

Center for Neurobehavioral Genetics Semel Institute for Neuroscience and Human Behavior Los Angeles CA USA

Center for Precision Medicine and Translational Therapeutics James J Peters VA Medical Center Bronx NY USA

Center for Precision Psychiatry University of Oslo Oslo Norway

Center for Statistical Genetics and Department of Biostatistics University of Michigan Ann Arbor MI USA

Centre for Brain and Mental Health Research The University of Newcastle Newcastle New South Wales Australia

Centre for Human Genetics University of Marburg Marburg Germany

Centre for Integrated Register based Research Aarhus University Aarhus Denmark

Centre for Neuroimaging and Cognitive Genomics School of Biological and Chemical Sciences University of Galway Galway Ireland

Centre for Neuropsychiatric Genetics and Genomics Division of Psychological Medicine and Clinical Neurosciences Cardiff University Cardiff UK

Centre for Psychiatry Research SLSO Region Stockholm Stockholm Sweden

Centro de Biología Molecular Severo Ochoa Universidad Autónoma de Madrid and CSIC Madrid Spain

Charles Bronfman Institute for Personalized Medicine Icahn School of Medicine at Mount Sinai New York NY USA

Clinic for Psychiatry and Psychotherapy University Hospital Cologne Cologne Germany

Clinical Institute of Neuroscience Hospital Clinic University of Barcelona IDIBAPS CIBERSAM Barcelona Spain

Comprehensive Center for Clinical Neurosciences and Mental Health Medical University of Vienna Vienna Austria

Department of Biochemistry and Molecular Biology 2 Faculty of Pharmacy University of Granada Granada Spain

Department of Biomedical and Neuromotor Sciences University of Bologna Bologna Italy

Department of Biomedical Sciences University of Cagliari Cagliari Italy

Department of Biomedicine and the iSEQ Center Aarhus University Aarhus Denmark

Department of Biomedicine Human Genetics Aarhus University Aarhus Denmark

Department of Biomedicine University of Basel Basel Switzerland

Department of Brain and Cognitive Sciences Seoul National University College of Natural Sciences Seoul Republic of Korea

Department of Child and Adolescent Psychiatry Psychology Erasmus MC Sophia Children Hospital Erasmus University Rotterdam The Netherlands

Department of Child and Adolescent Psychiatry Psychosomatics and Psychotherapy University Hospital Essen University of Duisburg Essen Duisburg Germany

Department of Clinical Medicine University of Copenhagen Copenhagen Denmark

Department of Clinical Neuroscience Centre for Psychiatry Research Karolinska Institutet Stockholm Sweden

Department of Clinical Neuroscience Karolinska Institutet Stockholm Sweden

Department of Clinical Science University of Bergen Bergen Norway

Department of Clinical Sciences Psychiatry Umeå University Medical Faculty Umeå Sweden

Department of Environmental Epidemiology Nofer Institute of Occupational Medicine Lodz Poland

Department of Epidemiology and Biostatistics School of Public Health SUNY Downstate Health Sciences University Brooklyn NY USA

Department of Genetic Epidemiology in Psychiatry Central Institute of Mental Health Medical Faculty Mannheim Heidelberg University Mannheim Germany

Department of Genetics and Bioinformatics Norwegian Institute of Public Health Oslo Norway

Department of Genetics and Genomic Sciences Icahn School of Medicine at Mount Sinai New York NY USA

Department of Genetics and Genomics College of Medicine and Health Sciences United Arab Emirates University Al Ain United Arab Emirates

Department of Genetics Microbiology and Statistics Faculty of Biology Universitat de Barcelona Barcelona Spain

Department of Genetics University of North Carolina at Chapel Hill Chapel Hill NC USA

Department of Human Genetics David Geffen School of Medicine University of California Los Angeles Los Angeles CA USA

Department of Human Genetics University of Chicago Chicago IL USA

Department of Medical and Molecular Genetics Indiana University School of Medicine Indianapolis IN USA

Department of Medical Biochemistry and Biophysics Karolinska Institutet Stockholm Sweden

Department of Medical Epidemiology and Biostatistics Karolinska Institutet Stockholm Sweden

Department of Medical Genetics Oslo University Hospital Ullevål Oslo Norway

Department of Medicine and Surgery Kore University of Enna Enna Italy

Department of Mental Disorders Norwegian Institute of Public Health Oslo Norway

Department of Mental Health Faculty of Medicine and Health Sciences Norwegian University of Science and Technology Trondheim Norway

Department of Neurology and Neurosurgery Faculty of Medicine McGill University Montreal Québec Canada

Department of Neurology Klinikum rechts der Isar School of Medicine Technical University of Munich Munich Germany

Department of Neurology Oslo University Hospital Oslo Norway

Department of Neuropsychiatry Seoul National University Bundang Hospital Seongnam Republic of Korea

Department of Neuropsychiatry Seoul National University College of Medicine Seoul Republic of Korea

Department of Neuroscience Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Milano Italy

Department of Neuroscience Norges Teknisk Naturvitenskapelige Universitet Fakultet for naturvitenskap og teknologi Trondheim Norway

Department of Neuroscience SUNY Upstate Medical University Syracuse NY USA

Department of Pathology Faculty of Medicine and Health Sciences Clinical Bioinformatics Unit Erasmus University Medical Center Rotterdam Rotterdam The Netherlands

Department of Physiology and Pharmacology Karolinska Institutet Stockholm Sweden

Department of Psychiatric Genetics Poznan University of Medical Sciences Poznan Poland

Department of Psychiatry Amsterdam University Medical Center Amsterdam The Netherlands

Department of Psychiatry and Behavioral Neuroscience University of Chicago Chicago IL USA

Department of Psychiatry and Behavioral Sciences Emory University School of Medicine Atlanta GA USA

Department of Psychiatry and Behavioral Sciences Johns Hopkins University School of Medicine Baltimore MD USA

Department of Psychiatry and Behavioral Sciences SUNY Downstate Health Sciences University Brooklyn NY USA

Department of Psychiatry and Behavioral Sciences SUNY Upstate Medical University Syracuse NY USA

Department of Psychiatry and Biobehavioral Science Semel Institute David Geffen School of Medicine University of California Los Angeles Los Angeles CA USA

Department of Psychiatry and Forensic Medicine Universitat Autònoma de Barcelona Barcelona Spain

Department of Psychiatry and Human Behavior School of Medicine University of California Irvine CA USA

Department of Psychiatry and Neurobehavioral Science University College Cork Cork Ireland

Department of Psychiatry and Neuropsychology School for Mental Health and Neuroscience Maastricht University Medical Center Maastricht The Netherlands

Department of Psychiatry and Psychology Mayo Clinic Rochester MN USA

Department of Psychiatry and Psychotherapy Central Institute of Mental Health Medical Faculty Mannheim University of Heidelberg Mannheim Germany

Department of Psychiatry and Psychotherapy Charité Universitätsmedizin Berlin Germany

Department of Psychiatry and Psychotherapy Clinical Division of General Psychiatry Medical University of Vienna Vienna Austria

Department of Psychiatry and Psychotherapy University Hospital Carl Gustav Carus Technische Universität Dresden Dresden Germany

Department of Psychiatry and Psychotherapy University Hospital LMU Munich Munich Germany

Department of Psychiatry and Psychotherapy University Medical Center Göttingen Göttingen Germany

Department of Psychiatry and Psychotherapy University of Bonn School of Medicine and University Hospital Bonn Bonn Germany

Department of Psychiatry and Psychotherapy University of Marburg Marburg Germany

Department of Psychiatry College of Medicine National Taiwan University Taipei Taiwan

Department of Psychiatry Dalhousie University Halifax Nova Scotia Canada

Department of Psychiatry Erasmus MC University Medical Center Rotterdam Rotterdam The Netherlands

Department of Psychiatry Fujita Health University School of Medicine Toyoake Japan

Department of Psychiatry Harvard Medical School Boston MA USA

Department of Psychiatry Hospital Namsos Namsos Norway

Department of Psychiatry Hospital Universitari Vall d'Hebron Barcelona Spain

Department of Psychiatry Icahn School of Medicine at Mount Sinai New York NY USA

Department of Psychiatry Korea University College of Medicine Seoul Republic of Korea

Department of Psychiatry Laboratory of Psychiatric Genetics Poznan University of Medical Sciences Poznan Poland

Department of Psychiatry Massachusetts General Hospital Boston MA USA

Department of Psychiatry McGill University Montreal Québec Canada

Department of Psychiatry Melbourne Medical School The University of Melbourne Melbourne Victoria Australia

Department of Psychiatry Mood Disorders Program McGill University Health Center Montreal Québec Canada

Department of Psychiatry Nagoya University Graduate School of Medicine Nagoya Japan

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Department of Psychiatry Psychosomatic Medicine and Psychotherapy University Hospital Frankfurt Frankfurt am Main Germany

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Department of Psychological Medicine Institute of Psychiatry Psychology and Neuroscience King's College London London UK

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Department of Public Health and Institute of Epidemiology and Preventive Medicine College of Public Health National Taiwan University Taipei Taiwan

Department of Quantitative Health Sciences Research Mayo Clinic Rochester MN USA

Department of Research Innovation and Education Division of Clinical Neuroscience Oslo University Hospital Oslo Norway

Department of Translational Research in Psychiatry Max Planck Institute of Psychiatry Munich Germany

Discipline of Psychiatry and Mental Health School of Clinical Medicine Faculty of Medicine and Health University of New South Wales Sydney New South Wales Australia

Division of Mental Health and Addiction Oslo University Hospital Oslo Norway

Division of Mental Health and Addiction University of Oslo Institute of Clinical Medicine Oslo Norway

Division of Psychiatry and Psychotherapeutic Medicine Medical University of Graz Graz Austria

Division of Psychiatry Centre for Clinical Brain Sciences The University of Edinburgh Edinburgh UK

Division of Psychiatry Centre for Clinical Brain Sciences University of Edinburgh Edinburgh UK

Division of Psychiatry Haukeland Universitetssjukehus Bergen Norway

Division of Psychiatry National Yang Ming Chiao Tung University Taipei Taiwan

Division of Psychiatry University College London London UK

Division of Psychiatry University of Edinburgh Edinburgh UK

eCODE Genetics Amgen Reykjavik Iceland

Estonian Genome Centre Institute of Genomics University of Tartu Tartu Estonia

Faculty of Medicine and Dentistry University of Bergen Bergen Norway

Faculty of Medicine Department of Psychiatry School of Health Sciences University of Iceland Reykjavik Iceland

Faculty of Medicine University of Iceland Reykjavik Iceland

Faculty of Medicine University of Queensland Brisbane Queensland Australia

Flatiron Institute New York NY USA

Friedman Brain Institute Icahn School of Medicine at Mount Sinai New York NY USA

Fundació Privada d'Investigació Sant Pau Barcelona Spain

Genetic Cancer Susceptibility Group International Agency for Research on Cancer Lyon France

Genetics and Computational Biology QIMR Berghofer Medical Research Institute Brisbane Queensland Australia

German Centre for Mental Health partner site Mannheim Heidelberg Ulm Mannheim Germany

Hector Institute for Artificial Intelligence in Psychiatry Central Institute of Mental Health Medical Faculty Mannheim Heidelberg University Mannheim Germany

HudsonAlpha Institute for Biotechnology Huntsville AL USA

Human and Systems Genetics Working Group Department of Genetics Stellenbosch University Stellenbosch South Africa

Human Genetics and Computational Biomedicine Pfizer Global Research and Development Groton CT USA

Human Genetics Branch Intramural Research Program National Institute of Mental Health Bethesda MD USA

Human Genetics Institute of New Jersey Rutgers University Piscataway NJ USA

HUNT Center for Molecular and Clinical Epidemiology Department of Public Health and Nursing Faculty of Medicine and Health Sciences Norwegian University of Science and Technology Trondheim Norway

HUNT Research Center Department of Public Health and Nursing Faculty of Medicine and Health Sciences Norwegian University of Science and Technology Trondheim Norway

Hunter Medical Research Institute New Lambtion Heights New South Wales Australia

Institute for Genomic Health SUNY Downstate Medical Center College of Medicine Brooklyn NY USA

Institute for Genomics in Health SUNY Downstate Health Sciences University Brooklyn NY USA

Institute for Translational Psychiatry University of Münster Münster Germany

Institute of Biological Psychiatry Mental Health Services Copenhagen University Hospital Copenhagen Denmark

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Institute of Environmental Medicine Karolinska Institutet Stockholm Sweden

Institute of Human Genetics University of Bonn School of Medicine and University Hospital Bonn Bonn Germany

Institute of Medical Genetics and Pathology University Hospital Basel Basel Switzerland

Institute of Medical Sciences University of Toronto Toronto Ontario Canada

Institute of Neuroscience and Medicine Research Centre Jülich Jülich Germany

Institute of Neuroscience and Physiology University of Gothenburg Gothenburg Sweden

Institute of Neurosciences 'Federico Olóriz' Biomedical Research Center University of Granada Granada Spain

Institute of Psychiatric Phenomics and Genomics LMU University Hospital LMU Munich Munich Germany

Instituto de Investigación Biosanitaria ibs GRANADA Granada Spain

Instituto de Salud Carlos 3 Biomedical Network Research Centre on Mental Health Madrid Spain

iPSYCH The Lundbeck Foundation Initiative for Integrative Psychiatric Research Aarhus Denmark

iSEQ Center for Integrative Sequencing Aarhus University Aarhus Denmark

ISGlobal Barcelona Spain

JRD Data Science Janssen Research and Development Titusville NJ USA

K G Jebsen Center for Genetic Epidemiology Department of Public Health and Nursing Faculty of Medicine and Health Sciences Norwegian University of Science and Technology Trondheim Norway

KG Jebsen Centre for Neurodevelopmental disorders University of Oslo Oslo Norway

Laboratory for Statistical and Translational Genetics RIKEN Center for Integrative Medical Sciences Yokohama Japan

Laboratory of Complex Trait Genomics Department of Computational Biology and Medical Sciences Graduate School of Frontier Sciences The University of Tokyo Tokyo Japan

Landspitali University Hospital Reykjavik Iceland

Me Inc Sunnyvale CA USA

Medical and Population Genetics Broad Institute Cambridge MA USA

Melbourne Neuropsychiatry Centre Department of Psychiatry The University of Melbourne Melbourne Victoria Australia

Mental Health and Neuroscience QIMR Berghofer Medical Research Institute Brisbane Queensland Australia

Mental Health Department University Regional Hospital Biomedicine Institute Málaga Spain

Mental Health Services in the Capital Region of Denmark Mental Health Center Copenhagen University of Copenhagen Copenhagen Denmark

Monash Institute of Pharmaceutical Sciences Monash University Parkville Victoria Australia

Montreal Neurological Institute and Hospital McGill University Montréal Québec Canada

Munich Cluster for Systems Neurology Munich Germany

National and Kapodistrian University of Athens 1st Department of Psychiatry Eginition Hospital Athens Greece

National and Kapodistrian University of Athens 2nd Department of Psychiatry Attikon General Hospital Athens Greece

National and Kapodistrian University of Athens Medical School Clinical Biochemistry Laboratory Attikon General Hospital Athens Greece

National Centre for Register Based Research Aarhus University Aarhus Denmark

National Institute of Mental Health Klecany Czech Republic

NCRR and CIRRAU Aarhus BSS Aarhus University Aarhus Denmark

Neurogenetics Section Centre for Addiction and Mental Health Toronto Ontario Canada

Neuropsychiatric Genetics Research Group Department of Psychiatry and Trinity Translational Medicine Institute Trinity College Dublin Dublin Ireland

Neuroscience Research Australia Sydney New South Wales Australia

Neuroscience Therapeutic Area Janssen Research and Development Titusville NJ USA

New York University New York NY USA

Nic Waals Institute Lovisenberg Diaconal Hospital Oslo Norway

NIHR Maudsley BRC King's College London London UK

Northwestern University Chicago IL USA

Oasi Research Institute IRCCS Troina Italy

Outpatient Clinic for Bipolar Disorder Altrecht Utrecht The Netherlands

Oxford Health NHS Foundation Trust Warneford Hospital Oxford UK

Population Health QIMR Berghofer Medical Research Institute Brisbane Queensland Australia

Precision Medicine Research Program Hunter Medical Research Institute New Lambton New South Wales Australia

Programa SJD MIND Escoles Hospital Sant Joan de Déu Institut de Recerca Sant Joan de Déu Esplugues de Llobregat Spain

PROMENTA Research Centre Department of Psychology University of Oslo Oslo Norway

PsychGen Centre for Genetic Epidemiology and Mental Health Norwegian Institute of Public Health Oslo Norway

Psychiatric and Neurodevelopmental Genetics Unit Massachusetts General Hospital Boston MA USA

Psychiatric Genetics Unit Group of Psychiatry Mental Health and Addictions Vall d'Hebron Research Institut Universitat Autònoma de Barcelona Barcelona Spain

Psychiatry and the Behavioral Sciences University of Southern California Los Angeles CA USA

Psychiatry Brain Center UMC Utrecht Utrecht The Netherlands

Psychiatry Indiana University School of Medicine Indianapolis IN USA

Psychiatry North East London NHS Foundation Trust Ilford UK

Psychiatry Psychiatrisches Zentrum Nordbaden Wiesloch Germany

Psychiatry St Olavs University Hospital Trondheim Norway

Psychiatry University of California San Francisco San Francisco CA USA

Psychiatry University of Pennsylvania Philadelphia PA USA

Psychological Medicine University of Worcester Worcester UK

Psychosis Research Unit Aarhus University Hospital Psychiatry Risskov Denmark

Research and Communication Unit for Musculoskeletal Health Division of Clinical Neuroscience Oslo University Hospital Ullevål Oslo Norway

Research Institute Lindner Center of HOPE Mason OH USA

Research Psychiatry Veterans Affairs San Diego Healthcare System San Diego CA USA

Rutgers Health Rutgers University Piscataway NJ USA

SA MRC Unit on Risk and Resilience in Mental Disorders Department of Psychiatry Stellenbosch University Stellenbosch South Africa

SAMRC Unit on Risk and Resilience in Mental Disorders Dept of Psychiatry and Neuroscience Institute University of Cape Town Cape Town South Africa

Samsung Advanced Institute for Health Sciences and Technology Sungkyunkwan University Samsung Medical Center Seoul Republic of Korea

Samsung Genome Institute Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Republic of Korea

School of Biomedical Science and Pharmacy University of Newcastle Newcastle New South Wales Australia

School of Biomedical Sciences and Faculty of Medicine The University of Queensland Brisbane Queensland Australia

School of Biomedical Sciences and Pharmacy The University of Newcastle Callaghan New South Wales Australia

School of Biomedical Sciences Faculty of Medicine and Health University of New South Wales Sydney New South Wales Australia

School of Biomedical Sciences Queensland University of Technology Brisbane Queensland Australia

School of Medicine and Public Health University of Newcastle Newcastle New South Wales Australia

School of Psychology and Counselling Queensland University of Technology Brisbane Queensland Australia

School of Psychology The University of Queensland Brisbane Queensland Australia

Section of Psychiatry Department of Medical Sciences and Public Health University of Cagliari Cagliari Italy

Social Genetic and Developmental Psychiatry Centre King's College London London UK

South London and Maudsley NHS Foundation Trust Bethlem Royal Hospital Kent UK

Stanley Center for Psychiatric Research Broad Institute Cambridge MA USA

The Florey Institute of Neuroscience and Mental Health The University of Melbourne Parkville Victoria Australia

The School of Biomedical Sciences and Pharmacy Faculty of Medicine Health and Wellbeing University of Newcastle Newcastle New South Wales Australia

Translational Psychiatry Department of Molecular Medicine and Surgery Karolinska Institutet Stockholm Sweden

Unit of Clinical Psychiatry University Hospital Agency of Cagliari Cagliari Italy

Université Paris Cité INSERM Optimisation Thérapeutique en Neuropsychopharmacologie UMRS 1144 Paris France

Université Paris Est Créteil INSERM IMRB Translational Neuropsychiatry Créteil France

University Hospital of Psychiatry and Psychotherapy University of Bern Bern Switzerland

University of Liverpool Liverpool UK

University of Newcastle Newcastle New South Wales Australia

University of Patras School of Health Sciences Department of Pharmacy Laboratory of Pharmacogenomics and Individualized Therapy Patras Greece

University of Queensland Brisbane Queensland Australia

VA NY Harbor Healthcare System Brooklyn NY USA

Virginia Institute for Psychiatric and Behavioral Genetics Virginia Commonwealth University Richmond VA USA

Zayed Center for Health Sciences United Arab Emirates University Al Ain United Arab Emirates

Zobrazit více v PubMed

Carvalho, A. F., Firth, J. & Vieta, E. Bipolar disorder. N. Engl. J. Med. 383, 58–66 (2020). PubMed DOI

Lichtenstein, P. et al. Common genetic determinants of schizophrenia and bipolar disorder in Swedish families: a population-based study. Lancet 373, 234–239 (2009). PubMed DOI

Mullins, N. et al. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology. Nat. Genet. 53, 817–829 (2021). PubMed DOI PMC

Palmer, D. S. et al. Exome sequencing in bipolar disorder identifies AKAP11 as a risk gene shared with schizophrenia. Nat. Genet. 54, 541–547 (2022). PubMed DOI PMC

McIntyre, R. S. et al. Bipolar disorders. Lancet 396, 1841–1856 (2020). PubMed DOI

Aghababaie-Babaki, P. et al. Global, regional, and national burden and quality of care index (QCI) of bipolar disorder: a systematic analysis of the Global Burden of Disease Study 1990 to 2019. Int. J. Soc. Psychiatry 69, 1958–1970 (2023). PubMed DOI

Geddes, J. R. & Miklowitz, D. J. Treatment of bipolar disorder. Lancet 381, 1672–1682 (2013). PubMed DOI

American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders (DSM-5®) (American Psychiatric Association, 2013).

Reed, G. M. et al. Innovations and changes in the ICD-11 classification of mental, behavioural and neurodevelopmental disorders. World Psychiatry 18, 3–19 (2019). PubMed DOI PMC

Psychiatric GWAS Consortium Bipolar Disorder Working Group. Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4. Nat. Genet. 43, 977–983 (2011). DOI

Stahl, E. A. et al. Genome-wide association study identifies 30 loci associated with bipolar disorder. Nat. Genet. 51, 793–803 (2019). PubMed DOI PMC

Ching, C. R. K. et al. What we learn about bipolar disorder from large-scale neuroimaging: findings and future directions from the ENIGMA Bipolar Disorder Working Group. Hum. Brain Mapp. 43, 56–82 (2022). PubMed DOI

Bulik-Sullivan, B. K. et al. LD score regression distinguishes confounding from polygenicity in genome-wide association studies. Nat. Genet. 47, 291–295 (2015). PubMed DOI PMC

McGrath, J. J. et al. Age of onset and cumulative risk of mental disorders: a cross-national analysis of population surveys from 29 countries. Lancet Psychiatry 10, 668–681 (2023). PubMed DOI PMC

Holland, D. et al. Beyond SNP heritability: polygenicity and discoverability of phenotypes estimated with a univariate Gaussian mixture model. PLoS Genet. 16, e1008612 (2020). PubMed DOI PMC

Frei, O. et al. Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation. Nat. Commun. 10, 2417 (2019). PubMed DOI PMC

Merikangas, K. R. et al. Prevalence and correlates of bipolar spectrum disorder in the World Mental Health Survey Initiative. Arch. Gen. Psychiatry 68, 241–251 (2011). PubMed DOI PMC

Ikeda, M. et al. A genome-wide association study identifies two novel susceptibility loci and trans population polygenicity associated with bipolar disorder. Mol. Psychiatry 23, 639–647 (2018). PubMed DOI

Frei, O. et al. Improved functional mapping of complex trait heritability with GSA-MiXeR implicates biologically specific gene sets. Nat. Genet. https://doi.org/10.1038/s41588-024-01771-1 (2024).

Cuéllar-Partida, G. et al. Complex-Traits Genetics Virtual Lab: a community-driven web platform for post-GWAS analyses. Preprint at bioRxiv https://doi.org/10.1101/518027 (2019).

Ge, T., Chen, C.-Y., Ni, Y., Feng, Y.-C. A. & Smoller, J. W. Polygenic prediction via Bayesian regression and continuous shrinkage priors. Nat. Commun. 10, 1776 (2019). PubMed DOI PMC

de Leeuw, C. A., Mooij, J. M., Heskes, T. & Posthuma, D. MAGMA: generalized gene-set analysis of GWAS data. PLoS Comput. Biol. 11, e1004219 (2015). PubMed DOI PMC

Siletti, K. et al. Transcriptomic diversity of cell types across the adult human brain. Science 382, eadd7046 (2023). PubMed DOI

Finucane, H. K. et al. Partitioning heritability by functional annotation using genome-wide association summary statistics. Nat. Genet. 47, 1228–1235 (2015). PubMed DOI PMC

Yao, S. et al. Connecting genomic results for psychiatric disorders to human brain cell types and regions reveals convergence with functional connectivity. Preprint at medRxiv https://doi.org/10.1101/2024.01.18.24301478 (2024).

Weissbrod, O. et al. Functionally informed fine-mapping and polygenic localization of complex trait heritability. Nat. Genet. 52, 1355–1363 (2020). PubMed DOI PMC

McLaren, W. et al. The Ensembl Variant Effect Predictor. Genome Biol. 17, 122 (2016). PubMed DOI PMC

Singh, T. et al. Rare coding variants in ten genes confer substantial risk for schizophrenia. Nature 604, 509–516 (2022). PubMed DOI PMC

Olfson, E. et al. Rare de novo damaging DNA variants are enriched in attention-deficit/hyperactivity disorder and implicate risk genes. Nat. Commun. 15, 5870 (2024).

Gusev, A. et al. Integrative approaches for large-scale transcriptome-wide association studies. Nat. Genet. 48, 245–252 (2016). PubMed DOI PMC

Bhattacharya, A. et al. Isoform-level transcriptome-wide association uncovers genetic risk mechanisms for neuropsychiatric disorders in the human brain. Nat. Genet. 55, 2117–2128 (2023). PubMed DOI PMC

Fulco, C. P. et al. Activity-by-contact model of enhancer–promoter regulation from thousands of CRISPR perturbations. Nat. Genet. 51, 1664–1669 (2019). PubMed DOI PMC

Nasser, J. et al. Genome-wide enhancer maps link risk variants to disease genes. Nature 593, 238–243 (2021). PubMed DOI PMC

Koopmans, F. et al. SynGO: an evidence-based, expert-curated knowledge base for the synapse. Neuron 103, 217–234.e4 (2019). PubMed DOI PMC

Kang, H. J. et al. Spatio-temporal transcriptome of the human brain. Nature 478, 483–489 (2011). PubMed DOI PMC

Gaspar, H. A. & Breen, G. Drug enrichment and discovery from schizophrenia genome-wide association results: an analysis and visualisation approach. Sci. Rep. 7, 12460 (2017). PubMed DOI PMC

Cannon, M. et al. DGIdb 5.0: rebuilding the drug-gene interaction database for precision medicine and drug discovery platforms. Nucleic Acids Res. 52, D1227–D1235 (2024). PubMed DOI

Reigstad, C. S. et al. Gut microbes promote colonic serotonin production through an effect of short-chain fatty acids on enterochromaffin cells. FASEB J. 29, 1395–1403 (2015). PubMed DOI

Ortega, M. A. et al. Microbiota–gut–brain axis mechanisms in the complex network of bipolar disorders: potential clinical implications and translational opportunities. Mol. Psychiatry 28, 2645–2673 (2023). PubMed DOI PMC

Huang, S. et al. Lithium carbonate alleviates colon inflammation through modulating gut microbiota and T

Trubetskoy, V. et al. Mapping genomic loci implicates genes and synaptic biology in schizophrenia. Nature 604, 502–508 (2022). PubMed DOI PMC

Kloiber, S. et al. Neurodevelopmental pathways in bipolar disorder. Neurosci. Biobehav. Rev. 112, 213–226 (2020).

Jonsson, L., Song, J., Joas, E., Pålsson, E. & Landén, M. Polygenic scores for psychiatric disorders associate with year of first bipolar disorder diagnosis: a register-based study between 1972 and 2016. Psychiatry Res. 339, 116081 (2024). PubMed DOI

Zimmerman, M., Ruggero, C. J., Chelminski, I. & Young, D. Is bipolar disorder overdiagnosed? J. Clin. Psychiatry 69, 935–940 (2008). PubMed DOI

Zimmerman, M., Ruggero, C. J., Chelminski, I. & Young, D. Psychiatric diagnoses in patients previously overdiagnosed with bipolar disorder. J. Clin. Psychiatry 71, 26–31 (2010). PubMed DOI

Sollis, E. et al. The NHGRI-EBI GWAS Catalog: knowledgebase and deposition resource. Nucleic Acids Res. 51, D977–D985 (2023). PubMed DOI

Li, X. & Zhao, H. Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms. PLoS Genet. 16, e1009089 (2020). PubMed DOI PMC

Kichaev, G. et al. Leveraging polygenic functional enrichment to improve GWAS power. Am. J. Hum. Genet. 104, 65–75 (2019). PubMed DOI

Thalamuthu, A. et al. Genome-wide interaction study with major depression identifies novel variants associated with cognitive function. Mol. Psychiatry 27, 1111–1119 (2022). PubMed DOI

Bryc, K., Durand, E. Y., Macpherson, J. M., Reich, D. & Mountain, J. L. The genetic ancestry of African Americans, Latinos, and European Americans across the United States. Am. J. Hum. Genet. 96, 37–53 (2015). PubMed DOI PMC

Duncan, L. et al. Analysis of polygenic risk score usage and performance in diverse human populations. Nat. Commun. 10, 3328 (2019). PubMed DOI PMC

Lewis, C. M. & Vassos, E. Polygenic risk scores: from research tools to clinical instruments. Genome Med. 12, 44 (2020). PubMed DOI PMC

Yengo, L. et al. A saturated map of common genetic variants associated with human height. Nature 610, 704–712 (2022). PubMed DOI PMC

Wray, N. R. et al. Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression. Nat. Genet. 50, 668–681 (2018). PubMed DOI PMC

Cai, N. et al. Minimal phenotyping yields genome-wide association signals of low specificity for major depression. Nat. Genet. 52, 437–447 (2020). PubMed DOI PMC

Legge, S. E. et al. Genetic and phenotypic features of schizophrenia in the UK Biobank. JAMA Psychiatry https://doi.org/10.1001/jamapsychiatry.2024.0200 (2024). PubMed DOI PMC

Lam, M. et al. RICOPILI: rapid imputation for consortias pipeline. Bioinformatics 36, 930–933 (2020). PubMed DOI

Price, A. L. et al. Principal components analysis corrects for stratification in genome-wide association studies. Nat. Genet. https://doi.org/10.1038/ng1847 (2006).

Loh, P.-R. et al. Reference-based phasing using the Haplotype Reference Consortium panel. Nat. Genet. 48, 1443–1448 (2016). PubMed DOI PMC

Das, S. et al. Next-generation genotype imputation service and methods. Nat. Genet. 48, 1284–1287 (2016). PubMed DOI PMC

McCarthy, S. et al. A reference panel of 64,976 haplotypes for genotype imputation. Nat. Genet. 48, 1279–1283 (2016). PubMed DOI PMC

Chang, C. C. et al. Second-generation PLINK: rising to the challenge of larger and richer datasets. Gigascience 4, 7 (2015). PubMed DOI PMC

Willer, C. J., Li, Y. & Abecasis, G. R. METAL: fast and efficient meta-analysis of genomewide association scans. Bioinformatics 26, 2190–2191 (2010). PubMed DOI PMC

Chen, W. et al. Improved analyses of GWAS summary statistics by reducing data heterogeneity and errors. Nat. Commun. 12, 7117 (2021). PubMed DOI PMC

Yang, J., Lee, S. H., Goddard, M. E. & Visscher, P. M. GCTA: a tool for genome-wide complex trait analysis. Am. J. Hum. Genet. 88, 76–82 (2011). PubMed DOI PMC

Yang, J. et al. Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits. Nat. Genet. 44, 369–375 (2012). PubMed DOI PMC

Demontis, D. et al. Genome-wide analyses of ADHD identify 27 risk loci, refine the genetic architecture and implicate several cognitive domains. Nat. Genet. 55, 198–208 (2023). PubMed DOI PMC

Brown, B. C., Asian Genetic Epidemiology Network Type 2 Diabetes Consortium, Ye, C. J., Price, A. L. & Zaitlen, N. Transethnic genetic-correlation estimates from summary statistics. Am. J. Hum. Genet. 99, 76–88 (2016). PubMed DOI PMC

Hübel, C. et al. Genomics of body fat percentage may contribute to sex bias in anorexia nervosa. Am. J. Med. Genet. B Neuropsychiatr. Genet. 180, 428–438 (2019). PubMed DOI

Zhu, Z. et al. Causal associations between risk factors and common diseases inferred from GWAS summary data. Nat. Commun. 9, 224 (2018). PubMed DOI PMC

Shadrin, A. A. et al. Dissecting the genetic overlap between three complex phenotypes with trivariate MiXeR. Preprint at medRxiv https://doi.org/10.1101/2024.02.23.24303236 (2024).

R Core Team. R: A Language and Environment for Statistical Computing. R Foundation http://www.R-project.org/ (2013).

Lee, S. H., Goddard, M. E., Wray, N. R. & Visscher, P. M. A better coefficient of determination for genetic profile analysis. Genet. Epidemiol. 36, 214–224 (2012). PubMed DOI

Ashburner, M. et al. Gene Ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat. Genet. 25, 25–29 (2000). PubMed DOI PMC

Gazal, S. et al. Linkage disequilibrium-dependent architecture of human complex traits shows action of negative selection. Nat. Genet. 49, 1421–1427 (2017). PubMed DOI PMC

Kingma, D. P. & Ba, J. Adam: a method for stochastic optimization. Preprint at https://arxiv.org/abs/1412.6980 (2014).

Habib, N. et al. Massively parallel single-nucleus RNA-seq with DroNc-seq. Nat. Methods 14, 955–958 (2017). PubMed DOI PMC

Lake, B. B. et al. Integrative single-cell analysis of transcriptional and epigenetic states in the human adult brain. Nat. Biotechnol. 36, 70–80 (2017). PubMed DOI PMC

Skene, N. G. et al. Genetic identification of brain cell types underlying schizophrenia. Nat. Genet. 50, 825–833 (2018). PubMed DOI PMC

Zeisel, A. et al. Molecular architecture of the mouse nervous system. Cell 174, 999–1014.e22 (2018).

Saunders, A. et al. Molecular diversity and specializations among the cells of the adult mouse brain. Cell 174, 1015–1030 (2018). PubMed DOI PMC

Watanabe, K., Umićević Mirkov, M., de Leeuw, C. A., van den Heuvel, M. P. & Posthuma, D. Genetic mapping of cell type specificity for complex traits. Nat. Commun. 10, 3222 (2019). PubMed DOI PMC

Zhu, Z. et al. Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets. Nat. Genet. 48, 481–487 (2016). PubMed DOI

Qi, T. et al. Genetic control of RNA splicing and its distinct role in complex trait variation. Nat. Genet. 54, 1355–1363 (2022). PubMed DOI PMC

Qi, T. et al. Identifying gene targets for brain-related traits using transcriptomic and methylomic data from blood. Nat. Commun. 9, 2282 (2018). PubMed DOI PMC

Shrine, N. et al. Multi-ancestry genome-wide association analyses improve resolution of genes and pathways influencing lung function and chronic obstructive pulmonary disease risk. Nat. Genet. 55, 410–422 (2023). PubMed DOI PMC

Roth, B. L., Lopez, E., Patel, S. & Kroeze, W. K. The multiplicity of serotonin receptors: uselessly diverse molecules or an embarrassment of riches? Neuroscientist 6, 252–262 (2000). DOI

Mendez, D. et al. ChEMBL: towards direct deposition of bioassay data. Nucleic Acids Res. 47, D930–D940 (2019). PubMed DOI

Sheils, T. K. et al. TCRD and Pharos 2021: mining the human proteome for disease biology. Nucleic Acids Res. 49, D1334–D1346 (2021). PubMed DOI

Yoo, M. et al. DSigDB: drug signatures database for gene set analysis. Bioinformatics 31, 3069–3071 (2015). PubMed DOI PMC

Morselli Gysi, D. & Barabási, A.-L. Noncoding RNAs improve the predictive power of network medicine. Proc. Natl Acad. Sci. USA 120, e2301342120 (2023). PubMed DOI PMC

Menche, J. et al. Disease networks. Uncovering disease–disease relationships through the incomplete interactome. Science 347, 1257601 (2015). PubMed DOI PMC

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