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Large-Scale Genome-Wide Meta Analysis of Polycystic Ovary Syndrome Suggests Shared Genetic Architecture for Different Diagnosis Criteria

Felix Day, Tugce Karaderi, Michelle R. Jones, View ORCID ProfileCindy Meun, Chunyan He, Alex Drong, Peter Kraft, Nan Lin, Hongyan Huang, Linda Broer, Reedik Magi, Richa Saxena, Triin Laisk-Podar, Margrit Urbanek, M. Geoffrey Hayes, Gudmar Thorleifsson, Juan Fernandez-Tajes, Anubha Mahajan, Benjamin H. Mullin, Bronwyn G.A. Stuckey, Timothy D. Spector, Scott G. Wilson, Mark O. Goodarzi, Lea Davis, Barbara Obermeyer-Pietsch, André G. Uitterlinden, Verneri Anttila, Benjamin M Neale, Marjo-Riitta Jarvelin, Bart Fauser, Irina Kowalska, Jenny A. Visser, Marianne Anderson, Ken Ong, Elisabet Stener-Victorin, David Ehrmann, Richard S. Legro, Andres Salumets, Mark I. McCarthy, Laure Morin-Papunen, Unnur Thorsteinsdottir, Kari Stefansson, 23andMe Research Team, Unnur Styrkarsdottir, John Perry, Andrea Dunaif, Joop Laven, Steve Franks, Cecilia M. Lindgren, Corrine K. Welt
doi: https://doi.org/10.1101/290502
Felix Day
1MRC Epidemiology Unit, University of Cambridge, United Kingdom
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Tugce Karaderi
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
3Department of Biological Sciences, Faculty of Arts and Sciences, Eastern Mediterranean University, Famagusta, Cyprus
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Michelle R. Jones
4Center for Bioinformatics & Functional Genomics, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA
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Cindy Meun
5Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynaecology, Erasmus University Medical Centre, Rotterdam, The Netherlands
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  • ORCID record for Cindy Meun
Chunyan He
6Department of Internal Medicine, University of Kentucky College of Medicine
7University of Kentucky Markey Cancer Center
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Alex Drong
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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Peter Kraft
8Departments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public Health
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Nan Lin
6Department of Internal Medicine, University of Kentucky College of Medicine
7University of Kentucky Markey Cancer Center
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Hongyan Huang
8Departments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public Health
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Linda Broer
9Department of Internal Medicine, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Reedik Magi
10Estonian Genome Center, University of Tartu, Tartu, Estonia
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Richa Saxena
11Broad Institute of Harvard and MIT and Massachusetts General Hospital, Harvard Medical School, Boston, United States of America
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Triin Laisk-Podar
12Department of Obstetrics and Gynaecology, University of Tartu, Estonia
10Estonian Genome Center, University of Tartu, Tartu, Estonia
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Margrit Urbanek
13Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
14Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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M. Geoffrey Hayes
13Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
14Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
15Department of Anthropology, Northwestern University, Evanston, Illinois
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Gudmar Thorleifsson
16deCODE genetics/Amgen, Reykjavik, Iceland
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Juan Fernandez-Tajes
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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Anubha Mahajan
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
17Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford
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Benjamin H. Mullin
18Department of Endocrinology & Diabetes, Sir Charles Gairdner Hospital, Nedlands, Western Australia
19School of Medicine and Pharmacology, University of Western Australia, Crawley, Western Australia
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Bronwyn G.A. Stuckey
18Department of Endocrinology & Diabetes, Sir Charles Gairdner Hospital, Nedlands, Western Australia
19School of Medicine and Pharmacology, University of Western Australia, Crawley, Western Australia
20Keogh Institute for Medical Research, Nedlands. Western Australia
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Timothy D. Spector
21Department of Twin Research & Genetic Epidemiology, King’s College London, London, UK
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Scott G. Wilson
18Department of Endocrinology & Diabetes, Sir Charles Gairdner Hospital, Nedlands, Western Australia
19School of Medicine and Pharmacology, University of Western Australia, Crawley, Western Australia
21Department of Twin Research & Genetic Epidemiology, King’s College London, London, UK
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Mark O. Goodarzi
22Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, USA
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Lea Davis
23Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
24Vanderbilt Genomics Institute, Vanderbilt University Medical Center, Nashville, TN
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Barbara Obermeyer-Pietsch
25Division of Endocrinology and Diabetology, Department of Internal Medicine Medical University of Graz, Austria
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André G. Uitterlinden
9Department of Internal Medicine, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Verneri Anttila
26Stanley Center for Psychiatric Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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Benjamin M Neale
27Massachusetts General Hospital and Harvard Medical School, Boston, USA
26Stanley Center for Psychiatric Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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Marjo-Riitta Jarvelin
28Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, London, United Kingdom
29Center for Life Course Health Research, Faculty of Medicine, University of Oulu, 90014 Oulu, Finland
30Biocenter Oulu, P.O. Box 5000, Aapistie 5A, FI-90014, University of Oulu, Finland
31Unit of Primary Care, Oulu University Hospital, Kajaanintie 50, P.O. Box 20, FI-90220 Oulu 90029 OYS, Finland
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Bart Fauser
32Department of Reproductive Medicine and Gynaecology, University Medical Center Utrecht, The Netherlands
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Irina Kowalska
33Department of Internal Medicine and Metabolic Disorders, Medical University of Białystok, Białystok, Poland
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Jenny A. Visser
34Department of Internal Medicine, Section of Endocrinology, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Marianne Anderson
35Odense University Hospital, University of Southern Denmark, 5000 Odense C, Denmark
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Ken Ong
1MRC Epidemiology Unit, University of Cambridge, United Kingdom
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Elisabet Stener-Victorin
36Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
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David Ehrmann
37Department of Medicine, Section of Adult and Paediatric Endocrinology, Diabetes, and Metabolism, The University of Chicago, Illinois, United States of America
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Richard S. Legro
38Department of Obstetrics and Gynecology and Public Health Sciences, Penn State University College of Medicine, Hershey, Pennsylvania, United States of America
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Andres Salumets
39Competence Centre on Health Technologies, Tartu, Estonia
40Institute of Clinical Medicine, Department of Obstetrics and Gynecology, University of Tartu, Tartu, Estonia
41Institute of Bio- and Translational Medicine, University of Tartu, Tartu, Estonia
42Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki
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Mark I. McCarthy
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
17Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford
43Oxford NIHR Biomedical Research Centre, Churchill Hospital, Oxford, UK
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Laure Morin-Papunen
44Department of Obstetrics and Gynecology, University of Oulu and Oulu University Hospital, Medical Research Center, PEDEGO Research Unit, Oulu, Finland
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Unnur Thorsteinsdottir
16deCODE genetics/Amgen, Reykjavik, Iceland
45Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
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Kari Stefansson
16deCODE genetics/Amgen, Reykjavik, Iceland
45Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
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4623andMe, Inc., Mountain View, CA, 94041
Unnur Styrkarsdottir
16deCODE genetics/Amgen, Reykjavik, Iceland
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John Perry
1MRC Epidemiology Unit, University of Cambridge, United Kingdom
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Andrea Dunaif
47Division of Endocrinology, Diabetes and Bone Disease, Icahn School of Medicine at Mount Sinai, New York, NY 10029
13Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Joop Laven
5Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynaecology, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Steve Franks
48Institute of Reproductive & Developmental Biology, Department of Surgery & Cancer, Imperial College London, London, United Kingdom
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Cecilia M. Lindgren
2The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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  • For correspondence: cwelt@u2m2.utah.edu
Corrine K. Welt
49Division of Endocrinology, Metabolism and Diabetes, University of Utah, Salt Lake City, UT, 84112
50Reproductive Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts
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  • For correspondence: cwelt@u2m2.utah.edu
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Abstract

Polycystic ovary syndrome (PCOS) is a disorder characterized by hyperandrogenism, ovulatory dysfunction and polycystic ovarian morphology. Affected women frequently have metabolic disturbances including insulin resistance and dysregulation of glucose homeostasis. PCOS is diagnosed with two different sets of diagnostic criteria, resulting in a phenotypic spectrum of PCOS cases. The genetic similarities between cases diagnosed with different criteria have been largely unknown. Previous studies in Chinese and European subjects have identified 16 loci associated with risk of PCOS. We report a meta-analysis from 10,074 PCOS cases and 103,164 controls of European ancestry and characterisation of PCOS related traits. We identified 3 novel loci (near PLGRKT, ZBTB16 and MAPRE1), and provide replication of 11 previously reported loci. Identified variants were associated with hyperandrogenism, gonadotropin regulation and testosterone levels in affected women. Genetic correlations with obesity, fasting insulin, type 2 diabetes, lipid levels and coronary artery disease indicate shared genetic architecture between metabolic traits and PCOS. Mendelian randomization analyses suggested variants associated with body mass index, fasting insulin, menopause timing, depression and male-pattern balding play a causal role in PCOS. Only one locus differed in its association by diagnostic criteria, otherwise the genetic architecture was similar between PCOS diagnosed by self-report and PCOS diagnosed by NIH or Rotterdam criteria across common variants at 13 loci.

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Large-Scale Genome-Wide Meta Analysis of Polycystic Ovary Syndrome Suggests Shared Genetic Architecture for Different Diagnosis Criteria
Felix Day, Tugce Karaderi, Michelle R. Jones, Cindy Meun, Chunyan He, Alex Drong, Peter Kraft, Nan Lin, Hongyan Huang, Linda Broer, Reedik Magi, Richa Saxena, Triin Laisk-Podar, Margrit Urbanek, M. Geoffrey Hayes, Gudmar Thorleifsson, Juan Fernandez-Tajes, Anubha Mahajan, Benjamin H. Mullin, Bronwyn G.A. Stuckey, Timothy D. Spector, Scott G. Wilson, Mark O. Goodarzi, Lea Davis, Barbara Obermeyer-Pietsch, André G. Uitterlinden, Verneri Anttila, Benjamin M Neale, Marjo-Riitta Jarvelin, Bart Fauser, Irina Kowalska, Jenny A. Visser, Marianne Anderson, Ken Ong, Elisabet Stener-Victorin, David Ehrmann, Richard S. Legro, Andres Salumets, Mark I. McCarthy, Laure Morin-Papunen, Unnur Thorsteinsdottir, Kari Stefansson, 23andMe Research Team, Unnur Styrkarsdottir, John Perry, Andrea Dunaif, Joop Laven, Steve Franks, Cecilia M. Lindgren, Corrine K. Welt
bioRxiv 290502; doi: https://doi.org/10.1101/290502
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Large-Scale Genome-Wide Meta Analysis of Polycystic Ovary Syndrome Suggests Shared Genetic Architecture for Different Diagnosis Criteria
Felix Day, Tugce Karaderi, Michelle R. Jones, Cindy Meun, Chunyan He, Alex Drong, Peter Kraft, Nan Lin, Hongyan Huang, Linda Broer, Reedik Magi, Richa Saxena, Triin Laisk-Podar, Margrit Urbanek, M. Geoffrey Hayes, Gudmar Thorleifsson, Juan Fernandez-Tajes, Anubha Mahajan, Benjamin H. Mullin, Bronwyn G.A. Stuckey, Timothy D. Spector, Scott G. Wilson, Mark O. Goodarzi, Lea Davis, Barbara Obermeyer-Pietsch, André G. Uitterlinden, Verneri Anttila, Benjamin M Neale, Marjo-Riitta Jarvelin, Bart Fauser, Irina Kowalska, Jenny A. Visser, Marianne Anderson, Ken Ong, Elisabet Stener-Victorin, David Ehrmann, Richard S. Legro, Andres Salumets, Mark I. McCarthy, Laure Morin-Papunen, Unnur Thorsteinsdottir, Kari Stefansson, 23andMe Research Team, Unnur Styrkarsdottir, John Perry, Andrea Dunaif, Joop Laven, Steve Franks, Cecilia M. Lindgren, Corrine K. Welt
bioRxiv 290502; doi: https://doi.org/10.1101/290502

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