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Genomic analysis of diet composition finds novel loci and associations with health and lifestyle

S Fleur W Meddens, Ronald de Vlaming, Peter Bowers, Casper AP Burik, Richard Karlsson Linnér, Chanwook Lee, Aysu Okbay, Patrick Turley, Cornelius A Rietveld, Mark Alan Fontana, Mohsen Ghanbari, Fumiaki Imamura, George McMahon, Peter J van der Most, Voortman Trudy, Kaitlin H Wade, Emma L Anderson, Kim VE Braun, Pauline M Emmett, Tonũ Esko, Juan R Gonzalez, Jessica C Kiefte-de Jong, Jian’a Luan, Claudia Langenberg, Taulant Muka, Susan Ring, Fernando Rivadeneira, Josje D Schoufour, Harold Snieder, Frank JA van Rooij, Bruce HR Wolffenbuttel, 23andMe Research Team, EPIC-InterAct Consortium, Lifelines Cohort Study, George Davey Smith, Oscar H Franco, Nita G Forouhi, M Arfan Ikram, Andre G Uitterlinden, Jana V van Vliet-Ostaptchouk, Nick J Wareham, David Cesarini, K Paige Harden, James J Lee, Daniel J Benjamin, Carson C Chow, Philipp D Koellinger
doi: https://doi.org/10.1101/383406
S Fleur W Meddens
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The NetherlandsDepartment of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, De Boelelaan 1085, 1081 HV, Rotterdam, The NetherlandsErasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, Rotterdam, The Netherlands
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  • For correspondence: s.f.w.meddens@vu.nl p.d.koellinger@vu.nl carsonc@niddk.nih.gov daniel.benjamin@gmail.com
Ronald de Vlaming
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
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Peter Bowers
Department of Economics, Harvard University, Cambridge, Massachusetts 02138, USA
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Casper AP Burik
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
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Richard Karlsson Linnér
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The NetherlandsDepartment of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, De Boelelaan 1085, 1081 HV, Rotterdam, The NetherlandsErasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, Rotterdam, The Netherlands
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Chanwook Lee
Department of Economics, Harvard University, Cambridge, Massachusetts 02138, USA
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Aysu Okbay
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
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Patrick Turley
Analytical and Translational Genetics Unit, Massachusetts General Hospital, Richard B. Simches Research building, 185 Cambridge St, CPZN-6818, Boston, MA 02114, USAStanley Center for Psychiatric Genomics, The Broad Institute at Harvard and MIT, 75 Ames St, Cambridge, MA 02142, USABehavioral and Health Genomics Center, Center for Economic and Social Research, University of Southern California, 635 Downey Way, Los Angeles, CA 90089, USA
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Cornelius A Rietveld
Department of Applied Economics, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, The NetherlandsDepartment of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The NetherlandsErasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, Rotterdam, The Netherlands
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Mark Alan Fontana
Center for the Advancement of Value in Musculoskeletal Care, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USADepartment of Healthcare Policy and Research, Weill Cornell Medical College, Cornell University, 402 East 67th Street, New York, NY 10065, USA
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Mohsen Ghanbari
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The NetherlandsDepartment of Genetics, School of Medicine, Mashhad University of Medical Sciences, Azadi Square, University Campus, 9177948564, Mashhad, Iran
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Fumiaki Imamura
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
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George McMahon
Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Peter J van der Most
Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
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Voortman Trudy
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Kaitlin H Wade
Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Emma L Anderson
Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Kim VE Braun
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Pauline M Emmett
Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Tonũ Esko
Estonian Genome Center, University of Tartu, Tartu, 51010, Estonia
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Juan R Gonzalez
Barcelona Institute for Global Health (ISGlobal), Barcelona, 8003, SpainUniversitat Pompeu Fabra (UPF), Barcelona, 8003, SpainCIBER Epidemiologí y Salud Pública (CIBERESP), Madrid, 280229, Spain
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Jessica C Kiefte-de Jong
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The NetherlandsLeiden University College, Anna van Buerenplein 301, 2595 DG, Den Haag, The Netherlands
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Jian’a Luan
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
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Claudia Langenberg
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
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Taulant Muka
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Susan Ring
Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Fernando Rivadeneira
Department of Internal Medicine, Erasmus MC University Medical Center, Wytemaweg 80, Rotterdam, 3015 GE, The Netherlands
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Josje D Schoufour
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Harold Snieder
Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
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Frank JA van Rooij
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Bruce HR Wolffenbuttel
Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
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George Davey Smith
Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
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Oscar H Franco
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Nita G Forouhi
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
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M Arfan Ikram
Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
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Andre G Uitterlinden
Department of Internal Medicine, Erasmus MC University Medical Center, Wytemaweg 80, Rotterdam, 3015 GE, The Netherlands
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Jana V van Vliet-Ostaptchouk
Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
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Nick J Wareham
MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
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David Cesarini
Department of Economics, New York University, 19 W. 4th Street, New York, NY 10012, USA
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K Paige Harden
Department of Psychology, University of Texas at Austin, 108 E. Dean Keeton Stop #A8000, Austin, TX 78704, USA
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James J Lee
Department of Psychology, University of Minnesota Twin Cities, 75 East River Parkway, Minneapolis, MN 55455, USA
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Daniel J Benjamin
National Bureau of Economic Research, 1050 Massachusetts Ave, Cambridge, MA 02138, USABehavioral and Health Genomics Center, Center for Economic and Social Research, University of Southern California, 635 Downey Way, Los Angeles, CA 90089, USADepartment of Economics, University of Southern California, 635 Downey Way, Los Angeles, CA 90089, USA
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  • For correspondence: s.f.w.meddens@vu.nl p.d.koellinger@vu.nl carsonc@niddk.nih.gov daniel.benjamin@gmail.com
Carson C Chow
Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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  • For correspondence: s.f.w.meddens@vu.nl p.d.koellinger@vu.nl carsonc@niddk.nih.gov daniel.benjamin@gmail.com
Philipp D Koellinger
School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
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  • For correspondence: s.f.w.meddens@vu.nl p.d.koellinger@vu.nl carsonc@niddk.nih.gov daniel.benjamin@gmail.com
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Article Information

doi 
https://doi.org/10.1101/383406
History 
  • August 2, 2018.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.

Author Information

  1. S Fleur W Meddens1,2,3,*,
  2. Ronald de Vlaming1,
  3. Peter Bowers4,
  4. Casper AP Burik1,
  5. Richard Karlsson Linnér1,2,3,
  6. Chanwook Lee4,
  7. Aysu Okbay1,
  8. Patrick Turley5,6,7,
  9. Cornelius A Rietveld8,9,3,
  10. Mark Alan Fontana10,11,
  11. Mohsen Ghanbari9,12,
  12. Fumiaki Imamura13,
  13. George McMahon14,
  14. Peter J van der Most15,
  15. Voortman Trudy9,
  16. Kaitlin H Wade14,
  17. Emma L Anderson14,
  18. Kim VE Braun9,
  19. Pauline M Emmett16,
  20. Tonũ Esko17,
  21. Juan R Gonzalez18,19,20,
  22. Jessica C Kiefte-de Jong9,21,
  23. Jian’a Luan13,
  24. Claudia Langenberg13,
  25. Taulant Muka9,
  26. Susan Ring14,
  27. Fernando Rivadeneira22,
  28. Josje D Schoufour9,
  29. Harold Snieder15,
  30. Frank JA van Rooij9,
  31. Bruce HR Wolffenbuttel23,
  32. 23andMe Research Team, EPIC-InterAct Consortium, Lifelines Cohort Study,
  33. George Davey Smith14,
  34. Oscar H Franco9,
  35. Nita G Forouhi13,
  36. M Arfan Ikram9,
  37. Andre G Uitterlinden22,
  38. Jana V van Vliet-Ostaptchouk23,
  39. Nick J Wareham13,
  40. David Cesarini24,
  41. K Paige Harden25,
  42. James J Lee26,
  43. Daniel J Benjamin27,7,28,*,
  44. Carson C Chow29,* and
  45. Philipp D Koellinger1,*
  1. 1School of Business and Economics, VU University Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
  2. 2Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, De Boelelaan 1085, 1081 HV, Rotterdam, The Netherlands
  3. 3Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, Rotterdam, The Netherlands
  4. 4Department of Economics, Harvard University, Cambridge, Massachusetts 02138, USA
  5. 5Analytical and Translational Genetics Unit, Massachusetts General Hospital, Richard B. Simches Research building, 185 Cambridge St, CPZN-6818, Boston, MA 02114, USA
  6. 6Stanley Center for Psychiatric Genomics, The Broad Institute at Harvard and MIT, 75 Ames St, Cambridge, MA 02142, USA
  7. 7Behavioral and Health Genomics Center, Center for Economic and Social Research, University of Southern California, 635 Downey Way, Los Angeles, CA 90089, USA
  8. 8Department of Applied Economics, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, The Netherlands
  9. 9Department of Epidemiology, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 GE, Rotterdam, The Netherlands
  10. 10Center for the Advancement of Value in Musculoskeletal Care, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
  11. 11Department of Healthcare Policy and Research, Weill Cornell Medical College, Cornell University, 402 East 67th Street, New York, NY 10065, USA
  12. 12Department of Genetics, School of Medicine, Mashhad University of Medical Sciences, Azadi Square, University Campus, 9177948564, Mashhad, Iran
  13. 13MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus Cambridge, CB2 0QQ Cambridge, United Kingdom
  14. 14Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
  15. 15Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
  16. 16Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN, Bristol, United Kingdom
  17. 17Estonian Genome Center, University of Tartu, Tartu, 51010, Estonia
  18. 18Barcelona Institute for Global Health (ISGlobal), Barcelona, 8003, Spain
  19. 19Universitat Pompeu Fabra (UPF), Barcelona, 8003, Spain
  20. 20CIBER Epidemiologí y Salud Pública (CIBERESP), Madrid, 280229, Spain
  21. 21Leiden University College, Anna van Buerenplein 301, 2595 DG, Den Haag, The Netherlands
  22. 22Department of Internal Medicine, Erasmus MC University Medical Center, Wytemaweg 80, Rotterdam, 3015 GE, The Netherlands
  23. 23Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
  24. 24Department of Economics, New York University, 19 W. 4th Street, New York, NY 10012, USA
  25. 25Department of Psychology, University of Texas at Austin, 108 E. Dean Keeton Stop #A8000, Austin, TX 78704, USA
  26. 26Department of Psychology, University of Minnesota Twin Cities, 75 East River Parkway, Minneapolis, MN 55455, USA
  27. 27National Bureau of Economic Research, 1050 Massachusetts Ave, Cambridge, MA 02138, USA
  28. 28Department of Economics, University of Southern California, 635 Downey Way, Los Angeles, CA 90089, USA
  29. 29Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
  1. ↵*Correspondence and requests for materials should be addressed to SFWM (s.f.w.meddens{at}vu.nl), PDK (p.d.koellinger{at}vu.nl), CCC (carsonc{at}niddk.nih.gov), or DJB (daniel.benjamin{at}gmail.com).
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Genomic analysis of diet composition finds novel loci and associations with health and lifestyle
S Fleur W Meddens, Ronald de Vlaming, Peter Bowers, Casper AP Burik, Richard Karlsson Linnér, Chanwook Lee, Aysu Okbay, Patrick Turley, Cornelius A Rietveld, Mark Alan Fontana, Mohsen Ghanbari, Fumiaki Imamura, George McMahon, Peter J van der Most, Voortman Trudy, Kaitlin H Wade, Emma L Anderson, Kim VE Braun, Pauline M Emmett, Tonũ Esko, Juan R Gonzalez, Jessica C Kiefte-de Jong, Jian’a Luan, Claudia Langenberg, Taulant Muka, Susan Ring, Fernando Rivadeneira, Josje D Schoufour, Harold Snieder, Frank JA van Rooij, Bruce HR Wolffenbuttel, 23andMe Research Team, EPIC-InterAct Consortium, Lifelines Cohort Study, George Davey Smith, Oscar H Franco, Nita G Forouhi, M Arfan Ikram, Andre G Uitterlinden, Jana V van Vliet-Ostaptchouk, Nick J Wareham, David Cesarini, K Paige Harden, James J Lee, Daniel J Benjamin, Carson C Chow, Philipp D Koellinger
bioRxiv 383406; doi: https://doi.org/10.1101/383406
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Genomic analysis of diet composition finds novel loci and associations with health and lifestyle
S Fleur W Meddens, Ronald de Vlaming, Peter Bowers, Casper AP Burik, Richard Karlsson Linnér, Chanwook Lee, Aysu Okbay, Patrick Turley, Cornelius A Rietveld, Mark Alan Fontana, Mohsen Ghanbari, Fumiaki Imamura, George McMahon, Peter J van der Most, Voortman Trudy, Kaitlin H Wade, Emma L Anderson, Kim VE Braun, Pauline M Emmett, Tonũ Esko, Juan R Gonzalez, Jessica C Kiefte-de Jong, Jian’a Luan, Claudia Langenberg, Taulant Muka, Susan Ring, Fernando Rivadeneira, Josje D Schoufour, Harold Snieder, Frank JA van Rooij, Bruce HR Wolffenbuttel, 23andMe Research Team, EPIC-InterAct Consortium, Lifelines Cohort Study, George Davey Smith, Oscar H Franco, Nita G Forouhi, M Arfan Ikram, Andre G Uitterlinden, Jana V van Vliet-Ostaptchouk, Nick J Wareham, David Cesarini, K Paige Harden, James J Lee, Daniel J Benjamin, Carson C Chow, Philipp D Koellinger
bioRxiv 383406; doi: https://doi.org/10.1101/383406

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