Title: Bivariate Gaussian Mixture Model of GWAS (BGMG) quantifies polygenic overlap between complex traits beyond genetic correlation
Authors: last_name: Frei
first_name: Oleksandr
name: Oleksandr Frei
corresponding: yes
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
last_name: Holland
first_name: Dominic
name: Dominic Holland
affiliations: label: 2
institution: Center for Multimodal Imaging and Genetics, University of California at San Diego
country: USA
name: Center for Multimodal Imaging and Genetics, University of California at San Diego , La Jolla, CA 92037, USA
label: 3
institution: Department of Neurosciences, University of California
country: USA
name: Department of Neurosciences, University of California , San Diego, La Jolla, CA 92093, USA
notes: These authors contributed equally to this work.
last_name: Smeland
first_name: Olav B.
name: Olav B. Smeland
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
label: 4
institution: Division of Mental Health and Addiction, Oslo University Hospital
country: Norway
name: Division of Mental Health and Addiction, Oslo University Hospital , 0407 Oslo, Norway
notes: These authors contributed equally to this work.
last_name: Shadrin
first_name: Alexey A.
name: Alexey A. Shadrin
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
last_name: Fan
first_name: Chun Chieh
name: Chun Chieh Fan
affiliations: label: 2
institution: Center for Multimodal Imaging and Genetics, University of California at San Diego
country: USA
name: Center for Multimodal Imaging and Genetics, University of California at San Diego , La Jolla, CA 92037, USA
label: 5
institution: Department of Cognitive Sciences, University of California at San Diego
country: USA
name: Department of Cognitive Sciences, University of California at San Diego , La Jolla, CA 92093, USA
label: 6
institution: Department of Radiology, University of California
country: USA
name: Department of Radiology, University of California , San Diego, La Jolla, CA 92093, USA
last_name: Witoelar
first_name: Aree
name: Aree Witoelar
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
last_name: Wang
first_name: Yunpeng
name: Yunpeng Wang
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
label: 2
institution: Center for Multimodal Imaging and Genetics, University of California at San Diego
country: USA
name: Center for Multimodal Imaging and Genetics, University of California at San Diego , La Jolla, CA 92037, USA
label: 6
institution: Department of Radiology, University of California
country: USA
name: Department of Radiology, University of California , San Diego, La Jolla, CA 92093, USA
last_name: Djurovic
first_name: Srdjan
name: Srdjan Djurovic
affiliations: label: 7
institution: Department of Medical Genetics, Oslo University Hospital
country: Norway
name: Department of Medical Genetics, Oslo University Hospital , 0424, Oslo, Norway
label: 8
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Department of Clinical Science
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Department of Clinical Science , University of Bergen, 5020 Bergen, Norway
last_name: Thompson
first_name: Wesley
name: Wesley Thompson
affiliations: label: 9
institution: University of California
name: University of California , San Diego, Department of Family Medicine and Public Health
label: 10
institution: Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Capital Region of Denmark
name: 10 Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Capital Region of Denmark
last_name: Andreassen
first_name: Ole A.
name: Ole A. Andreassen
affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
label: 4
institution: Division of Mental Health and Addiction, Oslo University Hospital
country: Norway
name: Division of Mental Health and Addiction, Oslo University Hospital , 0407 Oslo, Norway
last_name: Dale
first_name: Anders M.
name: Anders M. Dale
corresponding: yes
affiliations: label: 2
institution: Center for Multimodal Imaging and Genetics, University of California at San Diego
country: USA
name: Center for Multimodal Imaging and Genetics, University of California at San Diego , La Jolla, CA 92037, USA
label: 3
institution: Department of Neurosciences, University of California
country: USA
name: Department of Neurosciences, University of California , San Diego, La Jolla, CA 92093, USA
label: 6
institution: Department of Radiology, University of California
country: USA
name: Department of Radiology, University of California , San Diego, La Jolla, CA 92093, USA
label: 11
institution: Department of Psychiatry, University of California
country: USA
name: 11 Department of Psychiatry, University of California , San Diego, La Jolla, CA, USA
Affiliations: label: 1
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine , University of Oslo, 0424 Oslo, Norway
label: 2
institution: Center for Multimodal Imaging and Genetics, University of California at San Diego
country: USA
name: Center for Multimodal Imaging and Genetics, University of California at San Diego , La Jolla, CA 92037, USA
label: 3
institution: Department of Neurosciences, University of California
country: USA
name: Department of Neurosciences, University of California , San Diego, La Jolla, CA 92093, USA
label: 4
institution: Division of Mental Health and Addiction, Oslo University Hospital
country: Norway
name: Division of Mental Health and Addiction, Oslo University Hospital , 0407 Oslo, Norway
label: 5
institution: Department of Cognitive Sciences, University of California at San Diego
country: USA
name: Department of Cognitive Sciences, University of California at San Diego , La Jolla, CA 92093, USA
label: 6
institution: Department of Radiology, University of California
country: USA
name: Department of Radiology, University of California , San Diego, La Jolla, CA 92093, USA
label: 7
institution: Department of Medical Genetics, Oslo University Hospital
country: Norway
name: Department of Medical Genetics, Oslo University Hospital , 0424, Oslo, Norway
label: 8
institution: NORMENT, KG Jebsen Centre for Psychosis Research, Department of Clinical Science
country: Norway
name: NORMENT, KG Jebsen Centre for Psychosis Research, Department of Clinical Science , University of Bergen, 5020 Bergen, Norway
label: 9
institution: University of California
name: University of California , San Diego, Department of Family Medicine and Public Health
label: 10
institution: Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Capital Region of Denmark
name: 10 Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Capital Region of Denmark
label: 11
institution: Department of Psychiatry, University of California
country: USA
name: 11 Department of Psychiatry, University of California , San Diego, La Jolla, CA, USA
Field: Biochemistry, Genetics and Molecular Biology
Document type: preprint
Year: 2017