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Cohort-wide deep whole genome sequencing and the allelic architecture of complex traits

View ORCID ProfileArthur Gilly, View ORCID ProfileDaniel Suveges, View ORCID ProfileKaroline Kuchenbaecker, View ORCID ProfileMartin Pollard, View ORCID ProfileLorraine Southam, View ORCID ProfileKonstantinos Hatzikotoulas, View ORCID ProfileAliki-Eleni Farmaki, Thea Bjornland, View ORCID ProfileRyan Waples, View ORCID ProfileEmil V. R. Appel, View ORCID ProfileElisabetta Casalone, View ORCID ProfileGiorgio Melloni, View ORCID ProfileBritt Kilian, Nigel W. Rayner, View ORCID ProfileIoanna Ntalla, View ORCID ProfileKousik Kundu, View ORCID ProfileKlaudia Walter, View ORCID ProfileJohn Danesh, View ORCID ProfileAdam Butterworth, View ORCID ProfileInês Barroso, Emmanouil Tsafantakis, View ORCID ProfileGeorge Dedoussis, View ORCID ProfileIda Moltke, View ORCID ProfileEleftheria Zeggini
doi: https://doi.org/10.1101/283481
Arthur Gilly
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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Daniel Suveges
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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Karoline Kuchenbaecker
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
2Division of Psychiatry, University College of London, London W1T 7NF, United Kingdom
3UCL Genetics Institute, University College London, London WC1E 6BT, United Kingdom
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Martin Pollard
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
4Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, UK
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Lorraine Southam
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
5Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
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Konstantinos Hatzikotoulas
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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Aliki-Eleni Farmaki
6Department of Health Sciences, College of Life Sciences, University of Leicester, Leicester, UK
7Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University of Athens, Athens, Greece
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Thea Bjornland
8Department of Mathematical Sciences, Norwegian Institute of Science and Technology, Trondheim, Norway
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Ryan Waples
9The Bioinformatics Center, Department of Biology, University of Copenhagen, Copenhagen, Denmark
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Emil V. R. Appel
10Section for Metabolic Genetics, Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
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Elisabetta Casalone
11Human Genetics Foundation, University of Torino, Torino, Italy
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Giorgio Melloni
12Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
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Britt Kilian
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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Nigel W. Rayner
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
5Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
13Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Old Road, Headington, Oxford, OX3 7LE, UK
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Ioanna Ntalla
14William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
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Kousik Kundu
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
15Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT
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Klaudia Walter
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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John Danesh
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
16The National Institute for Health Research Blood and Transplant Unit (NIHR BTRU) in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort’s Causeway, Cambridge CB1 8RN, UK
17MRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort’s Causeway, Cambridge CB1 8RN, UK
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Adam Butterworth
16The National Institute for Health Research Blood and Transplant Unit (NIHR BTRU) in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort’s Causeway, Cambridge CB1 8RN, UK
17MRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort’s Causeway, Cambridge CB1 8RN, UK
18British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, UK
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Inês Barroso
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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Emmanouil Tsafantakis
19Anogia Medical Centre, Anogia, Greece
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George Dedoussis
7Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University of Athens, Athens, Greece
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Ida Moltke
9The Bioinformatics Center, Department of Biology, University of Copenhagen, Copenhagen, Denmark
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Eleftheria Zeggini
1Department of Human Genetics, Wellcome Sanger Institute, Hinxton CB10 1SA, United Kingdom
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  • For correspondence: Eleftheria@sanger.ac.uk
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Abstract

The role of rare variants in complex traits remains uncharted. Here, we conduct deep whole genome sequencing of 1,457 individuals from an isolated population, and test for rare variant burdens across six cardiometabolic traits. We identify a role for rare regulatory variation, which has hitherto been missed. We find evidence of rare variant burdens overlapping with, and mostly independent of established common variant signals (ADIPOQ and adiponectin, P=4.2×10−8; APOC3 and triglyceride levels, P=1.58×10−26; GGT1 and gamma-glutamyltransferase, P=2.3×10−6; UGT1A9 and bilirubin, P=1.9×10−8), and identify replicating evidence for a burden associated with triglyceride levels in FAM189A (P=2.26×10−8), indicating a role for this gene in lipid metabolism.

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Posted March 16, 2018.
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Cohort-wide deep whole genome sequencing and the allelic architecture of complex traits
Arthur Gilly, Daniel Suveges, Karoline Kuchenbaecker, Martin Pollard, Lorraine Southam, Konstantinos Hatzikotoulas, Aliki-Eleni Farmaki, Thea Bjornland, Ryan Waples, Emil V. R. Appel, Elisabetta Casalone, Giorgio Melloni, Britt Kilian, Nigel W. Rayner, Ioanna Ntalla, Kousik Kundu, Klaudia Walter, John Danesh, Adam Butterworth, Inês Barroso, Emmanouil Tsafantakis, George Dedoussis, Ida Moltke, Eleftheria Zeggini
bioRxiv 283481; doi: https://doi.org/10.1101/283481
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Cohort-wide deep whole genome sequencing and the allelic architecture of complex traits
Arthur Gilly, Daniel Suveges, Karoline Kuchenbaecker, Martin Pollard, Lorraine Southam, Konstantinos Hatzikotoulas, Aliki-Eleni Farmaki, Thea Bjornland, Ryan Waples, Emil V. R. Appel, Elisabetta Casalone, Giorgio Melloni, Britt Kilian, Nigel W. Rayner, Ioanna Ntalla, Kousik Kundu, Klaudia Walter, John Danesh, Adam Butterworth, Inês Barroso, Emmanouil Tsafantakis, George Dedoussis, Ida Moltke, Eleftheria Zeggini
bioRxiv 283481; doi: https://doi.org/10.1101/283481

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