Evidence map›Paper›PMID 42477112›Full record

SynthesisNature genetics2026

Genome-wide association analyses of borderline personality disorder identify 11 loci and highlight shared risk with mental and somatic disorders.

Fabian Streit, Swapnil Awasthi, Alisha S M Hall, Alice Braun, Maria Niarchou, Eirini Marouli, Oladapo Babajide, Josef Frank, Lea Zillich, Carolin M Callies and 144 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in Nature genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

154 authors.

Fabian Streit *Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany. fabian.streit@zi-mannheim.de.ORCID http://orcid.org/0000-0003-1080-4339
Swapnil Awasthi *Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0002-9692-8123
Alisha S M HallDepartment of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-1684-6663
Alice BraunDepartment of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0003-1145-0261
Maria NiarchouDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.ORCID http://orcid.org/0000-0002-8855-7393
Eirini MarouliWilliam Harvey Research Institute, Faculty of Medicine and Dentistry, Queen Mary University London, London, UK.ORCID http://orcid.org/0000-0001-6179-1609
Oladapo BabajideWilliam Harvey Research Institute, Faculty of Medicine and Dentistry, Queen Mary University London, London, UK.
Josef FrankDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0003-4867-9465
Lea ZillichDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Carolin M CalliesDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Diana AvetyanDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-0126-7474
Eric ZillichDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Joonas NaamankaHector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0003-3092-7416
Jean GonzalezDepartment of Psychiatry, University of California San Diego, La Jolla, CA, USA.
Arvid HarderDepartment of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden.
Yi LuDepartment of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-9933-3654
Zouhair AherrahrouInstitute for Cardiogenetics, University of Lübeck, Lübeck, Germany.ORCID http://orcid.org/0000-0002-1241-8733
Zain-Ul-Abideen AhmadSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, UK.ORCID http://orcid.org/0000-0002-6940-8851
Helga AskPsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway.ORCID http://orcid.org/0000-0003-0149-5319
Anthony BatzlerDepartment of Quantitative Health Sciences, Division of Computational Biology, Mayo Clinic, Rochester, MN, USA.
Michael E BenrosCopenhagen Research Centre for Biological and Precision Psychiatry, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-4939-9465
Odette M Brand-de WildeNetherlands Institute for Personality Disorders, Halsteren, Netherlands.
Søren BrunakDepartment of Public Health & Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-0316-5866
Mie T BruunClinical Immunology Research Unit, Department of Clinical Immunology, Odense University Hospital, Odense, Denmark.ORCID http://orcid.org/0000-0002-8819-5388
Lea A N ChristoffersenDepartment of Clinical Immunology, Zealand University Hospital, Køge, Denmark.
Lucía Colodro-CondeBrain and Mental Health Research Program, QIMR Berghofer, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0002-9004-364X
Brandon J CoombesDepartment of Quantitative Health Sciences, Division of Computational Biology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0003-4322-5923
Elizabeth C CorfieldPsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway.ORCID http://orcid.org/0000-0002-0119-157X
Norbert DahmenDepartment of Psychiatry and Psychotherapy, University Medical Center, University of Mainz, Mainz, Germany.
Maria DidriksenDepartment of Neuroscience, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-4856-496X
Khoa M DinhDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
Srdjan DjurovicDepartment of Medical Genetics, Oslo University Hospital, Oslo, Norway.ORCID http://orcid.org/0000-0002-8140-8061
Joseph DowsettDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.ORCID http://orcid.org/0000-0001-5381-2633
Ole Kristian DrangeCentre for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0003-2766-7190
Helene DukalDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-6188-807X
Susanne EdelmannDepartment of Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany.ORCID http://orcid.org/0000-0002-6266-9303
Christian ErikstrupDepartment of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0001-6551-6647
Mariana K EspinolaDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Eva FassbinderDepartment of Psychiatry and Psychotherapy, Christian-Albrechts-Universität zu Kiel, Kiel, Germany.
Annika FauconDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.ORCID http://orcid.org/0000-0003-4509-0428
Diana S Ferreira de SáDepartment of Psychology, Division of Clinical Psychology and Psychotherapy, Saarland University, Saarbrücken, Germany.ORCID http://orcid.org/0000-0001-6557-5743
Jerome C FooDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Maria GillesDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Alfonso Gutiérrez-ZotesHospital Universitari Institut Pere Mata (HUIPM), Institute de Recerca Biomédica Catalunya Sud (IRB-CatSud) previously IISPV-CERCA, Universitat Rovira i Virgili (URV), Reus, Spain.
Thomas F HansenNeurogenomic, Translational Research Centre, Copenhagen University Hospital, Glostrup, Denmark.ORCID http://orcid.org/0000-0001-6703-7762
Magnus HaraldssonLandspitali University Hospital, Reykjavik, Iceland.
R Patrick HarperBradford District Care NHS Foundation Trust, Bradford, UK.
Alexandra HavdahlPsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway.ORCID http://orcid.org/0000-0002-9268-0423
Urs HeilbronnerInstitute of Psychiatric Phenomics and Genomics (IPPG), LMU University Hospital, LMU Munich, Munich, Germany.ORCID http://orcid.org/0000-0001-7135-762X
Stefan HermsHuman Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland.ORCID http://orcid.org/0000-0002-2786-8200
Henrik HjalgrimDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-4436-6798
Christopher HübelSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, UK.
Gitta A JacobInstitute for Psychology, Department of Clinical Psychology and Psychotherapy, University of Freiburg, Freiburg, Germany.
Bitten AagaardDepartment of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark.ORCID http://orcid.org/0000-0001-8306-1332
Anders JorgensenDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0001-6012-6965
Martin JungkunzInstitute for Medical and Data Ethics, Heidelberg University, Faculty of Medicine, Heidelberg, Germany.
Nikolaus KleindienstDepartment of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Nora KnoblichDepartment of Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany.
Stefanie KoglinDepartment of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Campus Benjamin Franklin, Berlin, Germany.
Julia KraftDepartment of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0001-7306-1179
Kristi KrebsEstonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia.ORCID http://orcid.org/0000-0003-0494-2751
Christopher W LeeFaculty of Health and Medical Sciences, University of Western Australia, Perth, Western Australia, Australia.ORCID http://orcid.org/0000-0001-8902-9480
Yuhao LinSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, UK.
Stefanie LisDepartment of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-8051-2756
Amanda LisowayMolecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Ioannis A MalogiannisFirst Department of Psychiatry, Eginition Hospital Medical School, National and Kapodistrian University of Athens, Athens, Greece.
Amy MartinsenDepartment of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
Tolou MaslahatiDepartment of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Campus Benjamin Franklin, Berlin, Germany.ORCID http://orcid.org/0000-0003-1232-3512
Katharina MerzDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.
Andreas Meyer-LindenbergDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Susan MikkelsenDepartment of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark.
Christina MikkelsenDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-2945-6197
Arian MobascherDepartment of Psychiatry and Psychotherapy, University Medical Center, University of Mainz, Mainz, Germany.
Gerard MuntanéHospital Universitari Institut Pere Mata (HUIPM), Institute de Recerca Biomédica Catalunya Sud (IRB-CatSud) previously IISPV-CERCA, Universitat Rovira i Virgili (URV), Reus, Spain.
Asmundur OddssondeCODE genetics / AMGEN, Reykjavik, Iceland.ORCID http://orcid.org/0000-0002-4606-5163
Sisse R OstrowskiDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0001-5288-3851
Teemu PalviainenInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-7847-8384
Ole B V PedersenDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-2312-5976
Geir PedersenDepartment of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Liam QuinnDepartment of Clinical Immunology, Zealand University Hospital, Køge, Denmark.
Matthias A ReinhardDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.
Florian A RuthsSouth London and Maudsley NHS Foundation Trust, London, UK.
Björn H SchottDepartment of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany.
Michael SchredlDepartment of Psychiatry and Psychotherapy, Sleep Laboratory, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-8031-6608
Emanuel SchwarzHector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-0261-5063
Cornelia E SchwarzeDepartment of Clinical Psychology and Psychotherapy, Charlotte Fresenius University, Wiesbaden, Germany.
Michael SchwinnDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-6151-369X
Tabea Sarah SendDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Engilbert SigurdssonLandspitali University Hospital, Reykjavik, Iceland.ORCID http://orcid.org/0000-0001-9404-7982
Katja Simon-KellerDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Astros T SkuladottirdeCODE genetics / AMGEN, Reykjavik, Iceland.
Joaquim SolerCentro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Institut de Recerca Biomèdica Sant Pau (IIB-Sant Pau), Barcelona, Spain.
Anne SonleyBorderline Personality Disorder Clinic, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Erik SørensenDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-5002-9077
Hreinn StefanssondeCODE genetics / AMGEN, Reykjavik, Iceland.ORCID http://orcid.org/0000-0002-9331-6666
Peter StraubDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Jaana SuvisaariFinnish Institute for Health and Welfare (THL), Helsinki, Finland.ORCID http://orcid.org/0000-0001-7167-0990
Martin TesliMental health and suicide, Norwegian Institute of Public Health, Oslo, Norway.
Jacob TræholtDepartment of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.ORCID http://orcid.org/0009-0003-5395-342X
Henrik UllumStatens Serum Institut, Copenhagen, Denmark.
Maja P VölkerDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
G Bragi WaltersdeCODE genetics / AMGEN, Reykjavik, Iceland.ORCID http://orcid.org/0000-0002-5415-6487
Rujia WangSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, UK.
Christian C WittDepartment of Anaesthesiology and Operative Intensive Care, University Hospital Mannheim, Medical Faculty Mannheim/Heidelberg University, Mannheim, Germany.
Gerhard ZarbockIVAH, Institut für Verhaltenstherapie-Ausbildung Hamburg, gemeinnützige GmbH, Hamburg, Germany.
Peter ZillDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.
John-Anker ZwartDepartment of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
DBDS Genomic Consortium
GLAD Study
HUNT All-In Psychiatry
Ole A AndreassenCentre for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0002-4461-3568
Arnoud ArntzDepartment of Clinical Psychology, University of Amsterdam, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0002-7992-2272
Joanna M BiernackaDepartment of Quantitative Health Sciences, Division of Computational Biology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0001-9350-4440
Martin BohusDepartment of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Gerome BreenSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, UK.ORCID http://orcid.org/0000-0003-2053-1792
Alexander L ChapmanDepartment of Psychology, Faculty of Arts and Social Sciences, Simon Fraser University, Vancouver, British Columbia, Canada.
Sven CichonDepartment of Biomedicine, University of Basel, Basel, Switzerland.ORCID http://orcid.org/0000-0002-9475-086X
Lea K DavisDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Michael DeuschleDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0001-5038-1137
Sebastian EulerDepartment of Consultation Psychiatry and Psychosomatics, University Hospital Zurich, Zurich, Switzerland.
Sabine C HerpertzGerman Center for Mental Health (DZPG), Partner Site Mannheim-Heidelberg-Ulm, Mannheim-Heidelberg-Ulm, Germany.
Benjamin HummelenDepartment of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Andrea JobstDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.
Jaakko KaprioInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-3716-2455
James L KennedyMolecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0002-8733-3806
Kelli LehtoEstonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia.
Klaus LiebDepartment of Psychiatry and Psychotherapy, University Medical Center, University of Mainz, Mainz, Germany.
Lourdes MartorellHospital Universitari Institut Pere Mata (HUIPM), Institute de Recerca Biomédica Catalunya Sud (IRB-CatSud) previously IISPV-CERCA, Universitat Rovira i Virgili (URV), Reus, Spain.ORCID http://orcid.org/0000-0003-4999-2197
Shelley McMainDepartment of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
Richard MusilDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-0792-8413
Vanessa NieratschkerDepartment of Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany.
Markus M NöthenInsitute of Human Genetics, University Hospital Bonn & University of Bonn, Bonn, Germany.ORCID http://orcid.org/0000-0002-8770-2464
Frank PadbergDepartment of Psychiatry and Psychotherapy, LMU University Hospital Munich, Ludwig Maximilian University Munich, Munich, Germany.ORCID http://orcid.org/0000-0001-7638-8310
Aarno PalotieInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-2527-5874
Juan C PascualCentro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Institut de Recerca Biomèdica Sant Pau (IIB-Sant Pau), Barcelona, Spain.ORCID http://orcid.org/0000-0001-8039-9346
Nader PerroudDepartment of Psychiatric, University Hospitals of Geneva, Geneva, Switzerland.
Josep A Ramos-QuirogaBiomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.ORCID http://orcid.org/0000-0003-1622-0350
Ted Reichborn-KjennerudPsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway.ORCID http://orcid.org/0000-0003-4653-0034
Marta RibasesBiomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.ORCID http://orcid.org/0000-0003-1039-1116
Stefan RoepkeDepartment of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Campus Benjamin Franklin, Berlin, Germany.ORCID http://orcid.org/0000-0003-3165-8684
Dan RujescuDepartment of Psychiatry, University of Halle, Halle, Germany.ORCID http://orcid.org/0000-0002-1432-313X
Sandra Sanchez-RoigeDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.ORCID http://orcid.org/0000-0001-6137-5699
Claudia SchillingDepartment of Psychiatry and Psychotherapy, Sleep Laboratory, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0001-7631-1452
Christian SchmahlGerman Center for Mental Health (DZPG), Partner Site Mannheim-Heidelberg-Ulm, Mannheim-Heidelberg-Ulm, Germany.
Kari StefanssondeCODE genetics / AMGEN, Reykjavik, Iceland.ORCID http://orcid.org/0000-0003-1676-864X
Thorgeir E ThorgeirssondeCODE genetics / AMGEN, Reykjavik, Iceland.
Gustavo TureckiDouglas Institute, Department of Psychiatry, McGill University, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0003-4075-2736
Elisabet VilellaHospital Universitari Institut Pere Mata (HUIPM), Institute de Recerca Biomédica Catalunya Sud (IRB-CatSud) previously IISPV-CERCA, Universitat Rovira i Virgili (URV), Reus, Spain.ORCID http://orcid.org/0000-0002-1887-5919
Thomas WergeDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-1829-0766
Bendik S WinsvoldDepartment of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.ORCID http://orcid.org/0000-0003-4171-8919
Johannes WregeMedical Faculty, University of Basel, Basel, Switzerland.
Marcella RietschelDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-5236-6149
Stephan RipkeDepartment of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0003-3622-835X
Stephanie H WittDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany. stephanie.witt@zi-mannheim.de.ORCID http://orcid.org/0000-0002-1571-1468

Funding

5/7 Psychiatric Genomics Consortium: Advancing Discovery and ImpactR01MH124873 · NIMH · CARDIFF UNIVERSITY · PI LEWIS, CATHRYN, O'DONOVAN, MICHAEL · 2021 to 2025
$2.6M
Graduate Training Program in BioinformaticsT32GM139790 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAFNA, VINEET, GAASTERLAND, THERESA · 2021 to 2025
$2.1M
Brain and Behavior Research Foundation (Brain & Behavior Research Foundation) #31537Deutsche Forschungsgemeinschaft (German Research Foundation) 402170461Deutsche Forschungsgemeinschaft (German Research Foundation) 514201724Deutsche Forschungsgemeinschaft (German Research Foundation) CRC 1436 SP A05Deutsche Forschungsgemeinschaft (German Research Foundation) NI 1332/16-1DH | National Institute for Health Research (NIHR) IS-BRC-1215-20018EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 945151Eesti Teadusagentuur (Estonian Research Council) PSG615Health and Care Research Wales (Ymchwil Iechyd a Gofal Cymru) National Centre for Mental HealthNIGMS NIH HHS T32 GM139790NIMH NIH HHS R01 MH124873NordForsk 164218Norges Forskningsråd (Research Council of Norway) 223273Norges Forskningsråd (Research Council of Norway) 274611Norges Forskningsråd (Research Council of Norway) 296030Norges Forskningsråd (Research Council of Norway) 324252Norges Forskningsråd (Research Council of Norway) 336085Novo Nordisk Fonden (Novo Nordisk Foundation) NNF14CC0001Novo Nordisk Fonden (Novo Nordisk Foundation) NNF17OC0027594Novo Nordisk Fonden (Novo Nordisk Foundation) NNF23OC0082015RCUK | MRC | Medical Research Foundation MC_PC_17,217U.S. Department of Health & Human Services | National Institutes of Health (NIH) T32GM139790U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01 MH124873
6 · The paper itself

Abstract

Borderline personality disorder (BPD) is a severe mental health condition influenced by environmental risk factors (for example, interpersonal trauma) and genetic factors. We conducted the largest genome-wide association study (GWAS) meta-analysis of BPD so far, with a discovery sample of 12,339 cases and 1,041,717 controls, and a replication study of 685 cases and 107,750 controls (all participants of European ancestry). We identified 11 independent associated genomic loci and 9 risk genes in gene-based analyses. We observed a single-nucleotide polymorphism heritability of 17.3% and derived polygenic scores (PGS) that predicted 4.6% of the phenotypic variance in BPD on the liability scale. BPD showed the strongest positive genetic correlations with GWAS of post-traumatic stress disorder, depression, attention deficit hyperactivity disorder, antisocial behavior, and measures of suicide and self-harm. Phenome-wide analyses in Vanderbilt University Medical Center Biobank and UK Biobank using BPD-PGS confirmed these associations and also identified associations with other medical conditions, including obstructive pulmonary disease and diabetes. These analyses highlight BPD as a polygenic disorder, with the genetic risk showing substantial overlap with psychiatric and physical health conditions.

Indexed as

Borderline Personality DisorderGenetic LociGenetic Predisposition to DiseaseGenome-Wide Association StudyAttention Deficit Disorder with HyperactivityCase-Control StudiesFemaleGenetic Risk ScoreHumansMaleMultifactorial InheritancePhenotypePolymorphism, Single NucleotideRisk FactorsStress Disorders, Post-Traumatic

Identifiers

PMID42477112
PMCPMC13447106

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.