Multi-ancestry genome-wide association study of gestational diabetes mellitus highlights genetic links with type 2 diabetes

Author:

Pervjakova Natalia12,Moen Gunn-Helen3456789ORCID,Borges Maria-Carolina8910,Ferreira Teresa1112,Cook James P13,Allard Catherine14ORCID,Beaumont Robin N1516ORCID,Canouil Mickaël171819,Hatem Gad2021,Heiskala Anni2223,Joensuu Anni242526,Karhunen Ville222327,Kwak Soo Heon28,Lin Frederick T J2930,Liu Jun3132,Rifas-Shiman Sheryl33,Tam Claudia H34,Tam Wing Hung35,Thorleifsson Gudmar36,Andrew Toby1718193738,Auvinen Juha2223,Bhowmik Bishwajit39,Bonnefond Amélie1718193738,Delahaye Fabien171819,Demirkan Ayse314041,Froguel Philippe1718193738,Haller-Kikkatalo Kadri4243,Hardardottir Hildur4445,Hummel Sandra4647,Hussain Akhtar3948,Kajantie Eero49505152,Keikkala Elina495051,Khamis Amna1718193738,Lahti Jari53,Lekva Tove54,Mustaniemi Sanna495051,Sommer Christine5556,Tagoma Aili4243,Tzala Evangelia27,Uibo Raivo4243,Vääräsmäki Marja505149,Villa Pia M5758,Birkeland Kåre I3459,Bouchard Luigi606162,Duijn Cornelia M3132,Finer Sarah6364,Groop Leif20216566,Hämäläinen Esa67,Hayes Geoffrey M29306869,Hitman Graham A6364,Jang Hak C7071,Järvelin Marjo-Riitta222327,Jenum Anne Karen7273,Laivuori Hannele65667475,Ma Ronald C347677,Melander Olle2021,Oken Emily33,Park Kyong Soo287178,Perron Patrice147980,Prasad Rashmi B2021,Qvigstad Elisabeth555634,Sebert Sylvain2223,Stefansson Kari3644,Steinthorsdottir Valgerdur36,Tuomi Tiinamaija65662021818283,Hivert Marie-France33798084,Franks Paul W8586,McCarthy Mark I87888990,Lindgren Cecilia M1112899091,Freathy Rachel M1516,Lawlor Deborah A891092,Morris Andrew P9394ORCID,Mägi Reedik12ORCID

Affiliation:

1. Estonian Genome Centre , Institute of Genomics, , Tartu 51010 , Estonia

2. University of Tartu , Institute of Genomics, , Tartu 51010 , Estonia

3. Institute of Clinical Medicine , Faculty of Medicine, , Oslo , Norway

4. University of Oslo , Faculty of Medicine, , Oslo , Norway

5. Diamantina Institute, The University of Queensland , Woolloongabba QLD 4102 , Australia

6. K.G. Jebsen Center for Genetic Epidemiology , Department of Public Health and Nursing, , Trondheim , Norway

7. NTNU, Norwegian University of Science and Technology , Department of Public Health and Nursing, , Trondheim , Norway

8. Population Health Science , Bristol Medical School, , Bristol , UK

9. University of Bristol , Bristol Medical School, , Bristol , UK

10. MRC Integrative Epidemiology Unit, University of Bristol , Bristol , UK

11. Big Data Institute , Li Ka Shing Center for Health for Health Information and Discovery, , Oxford , UK

12. Oxford University , Li Ka Shing Center for Health for Health Information and Discovery, , Oxford , UK

13. Department of Health Data Science, University of Liverpool , Liverpool , UK

14. Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke (CRCHUS), Universite de Sherbrooke , Quebec , Canada

15. Institute of Biomedical and Clinical Science , College of Medicine and Health, , Exeter , UK

16. University of Exeter , College of Medicine and Health, , Exeter , UK

17. Inserm U1283 , CNRS UMR 8199, , Lille F-59000 , France

18. European Genomic Institute for Diabetes, Institut Pasteur de Lille , CNRS UMR 8199, , Lille F-59000 , France

19. University of Lille, Lille University Hospital , Lille F-59000 , France

20. Department of Clinical Sciences , Lund University, Skåne University Hospital, , Malmö SE-20502 , Sweden

21. Lund University Diabetes Centre , Lund University, Skåne University Hospital, , Malmö SE-20502 , Sweden

22. Centre for Life-Course Health Research , Faculty of Medicine, , Oulu , Finland

23. University of Oulu , Faculty of Medicine, , Oulu , Finland

24. Department of Public Health Solutions, Finnish Institute for Health and Welfare , Helsinki , Finland

25. Research Program for Clinical and Molecular Metabolism , Faculty of Medicine, , Helsinki , Finland

26. University of Helsinki , Faculty of Medicine, , Helsinki , Finland

27. School of Public Health, Department of Epidemiology and Biostatistics , Imperial College London, St Mary's Hospital, London, UK

28. Department of Internal Medicine, Seoul National University Hospital , Seoul , Republic of Korea

29. Division of Endocrinology , Metabolism, and Molecular Medicine, Department of Medicine, , Chicago, IL 60611 , USA

30. Northwestern University Feinberg School of Medicine , Metabolism, and Molecular Medicine, Department of Medicine, , Chicago, IL 60611 , USA

31. Department of Epidemiology, Erasmus Medical Center , Rotterdam , the Netherlands

32. Nuffield Department of Population Health, University of Oxford , Oxford , UK

33. Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute , Boston, MA , USA

34. Department of Medicine and Therapeutics, The Chinese University of Hong Kong , Hong Kong SAR , The People's Republic of China

35. Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong , Hong Kong SAR , The People's Republic of China

36. deCODE Genetics/Amgen, Inc. , Reykjavik , Iceland

37. Department of Metabolism , Digestion and Reproduction, , London , UK

38. Imperial College London , Digestion and Reproduction, , London , UK

39. Centre of Global Health Research, Diabetic Association of Bangladesh , Dhaka , Bangladesh

40. Section of Statistical Multi-omics , Department of Clinical and Experimental Research, , Surrey , UK

41. University of Surrey , Department of Clinical and Experimental Research, , Surrey , UK

42. Department of Immunology , Institute of Biomedicine and Translational Medicine, , Tartu , Estonia

43. University of Tartu , Institute of Biomedicine and Translational Medicine, , Tartu , Estonia

44. Faculty of Medicine, University of Iceland , Reykjavik , Iceland

45. Livio Reykjavik , Reykjavik , Iceland

46. Institute of Diabetes Research, Helmholtz Zentrum München, German Research Center for Environmental Health , Munich-Neuherberg , Germany

47. Forschergruppe Diabetes, Technical University Munich, at Klinikum rechts der Isar , Munich , Germany

48. Faculty of Health Sciences, Nord University , Bodø , Norway

49. Population Health Unit, Finnish Institute for Health and Welfare , Helsinki and Oulu , Finland

50. PEDEGO Research Unit , MRC Oulu, , Oulu , Finland

51. Oulu University Hospital and University of Oulu , MRC Oulu, , Oulu , Finland

52. Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology , Trondheim , Norway

53. Department of Psychology and Logopedics, University of Helsinki , Helsinki , Finland

54. Research Institute of Internal Medicine, Oslo University Hospital , Oslo , Norway

55. Department of Endocrinology , Morbid Obesity and Preventive Medicine, , Oslo , Norway

56. Oslo University Hospital , Morbid Obesity and Preventive Medicine, , Oslo , Norway

57. Department of Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital , Helsinki , Finland

58. Hyvinkää Hospital, Helsinki and Uusimaa Hospital District , Hyvinkää , Finland

59. Department of Transplantation Medicine, Oslo University Hospital , Oslo , Norway

60. Department of Biochemistry and Functional Genomics , Faculty of Medicine and Health Sciences, , Quebec , Canada

61. Universite de Sherbrooke , Faculty of Medicine and Health Sciences, , Quebec , Canada

62. Department of Medical Biology, Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-St-Jean – Hôpital de Chicoutimi , Québec , Canada

63. Centre for Genomics and Child Health , Blizard Institute, Barts and the London School of Medicine and Dentistry, , London , UK

64. Queen Mary University of London , Blizard Institute, Barts and the London School of Medicine and Dentistry, , London , UK

65. Institute for Molecular Medicine Finland (FIMM) , Helsinki Institute of Life Science, , Helsinki , Finland

66. University of Helsinki , Helsinki Institute of Life Science, , Helsinki , Finland

67. Department of Clinical Chemistry, University of Eastern Finland , Kuopio , Finland

68. Center for Genetic Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611 , USA

69. Department of Anthropology, Northwestern University , Evanston, IL 60208 , USA

70. Department of Internal Medicine, Seoul National University Bundang Hospital , Seongnam , Republic of Korea

71. Department of Internal Medicine, Seoul National University College of Medicine , Seoul , Republic of Korea

72. General Practice Research Unit (AFE) , Department of General Practice, , Post Box 1130 Blindern, Oslo 0318 , Norway

73. Institute of Health and Society, Faculty of Medicine, University of Oslo , Department of General Practice, , Post Box 1130 Blindern, Oslo 0318 , Norway

74. Department of Obstetrics and Gynecology, Tampere University, Hospital and Faculty of Medicine and Health Technology, Center for Child, Adolescent, and Maternal Health, Tampere University , Tampere , Finland

75. Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital , Helsinki , Finland

76. Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong , Hong Kong SAR , The People's Republic of China

77. Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong , Hong Kong SAR , The People's Republic of China

78. Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University , Seoul , Republic of Korea

79. Department of Medicine , Faculty of Medicine and Health Sciences, , Québec , Canada

80. University of Sherbrook , Faculty of Medicine and Health Sciences, , Québec , Canada

81. Department of Endocrinology , Abdominal Centre, , Helsinki , Finland

82. Helsinki University Hospital , Abdominal Centre, , Helsinki , Finland

83. Folkhalsan Research Center , Helsinki , Finland

84. Diabetes Unit , Massachusetts General Hospital, Boston, MA, USA

85. Department of Clinical Sciences, Lund University , Malmö , Sweden

86. Department of Nutrition, Harvard School of Public Health , Boston, MA , USA

87. Oxford Centre for Diabetes , Endocrinology and Metabolism, Radcliffe Department of Medicine, , Oxford , UK

88. University of Oxford , Endocrinology and Metabolism, Radcliffe Department of Medicine, , Oxford , UK

89. Wellcome Centre for Human Genetics , Nuffield Department of Medicine, , Oxford , UK

90. University of Oxford , Nuffield Department of Medicine, , Oxford , UK

91. Program in Medical and Population Genetics, Broad Institute , Boston, MA , USA

92. Bristol NIHR Biomedical Research Centre , Bristol , UK

93. Centre for Genetics and Genomics Versus Arthritis , Centre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Sciences, , Manchester , UK

94. University of Manchester , Centre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Sciences, , Manchester , UK

Abstract

Abstract Gestational diabetes mellitus (GDM) is associated with increased risk of pregnancy complications and adverse perinatal outcomes. GDM often reoccurs and is associated with increased risk of subsequent diagnosis of type 2 diabetes (T2D). To improve our understanding of the aetiological factors and molecular processes driving the occurrence of GDM, including the extent to which these overlap with T2D pathophysiology, the GENetics of Diabetes In Pregnancy Consortium assembled genome-wide association studies of diverse ancestry in a total of 5485 women with GDM and 347 856 without GDM. Through multi-ancestry meta-analysis, we identified five loci with genome-wide significant association (P < 5 × 10−8) with GDM, mapping to/near MTNR1B (P = 4.3 × 10−54), TCF7L2 (P = 4.0 × 10−16), CDKAL1 (P = 1.6 × 10−14), CDKN2A-CDKN2B (P = 4.1 × 10−9) and HKDC1 (P = 2.9 × 10−8). Multiple lines of evidence pointed to the shared pathophysiology of GDM and T2D: (i) four of the five GDM loci (not HKDC1) have been previously reported at genome-wide significance for T2D; (ii) significant enrichment for associations with GDM at previously reported T2D loci; (iii) strong genetic correlation between GDM and T2D and (iv) enrichment of GDM associations mapping to genomic annotations in diabetes-relevant tissues and transcription factor binding sites. Mendelian randomization analyses demonstrated significant causal association (5% false discovery rate) of higher body mass index on increased GDM risk. Our results provide support for the hypothesis that GDM and T2D are part of the same underlying pathology but that, as exemplified by the HKDC1 locus, there are genetic determinants of GDM that are specific to glucose regulation in pregnancy.

Funder

UK Medical Research Council and Wellcome

Wellcome

Swedish Research Council

UK Medical Research Council

UK Economic and Social Science Research Council

British Heart Foundation

National Institute for Health Research

Academy of Finland

Publisher

Oxford University Press (OUP)

Subject

Genetics (clinical),Genetics,Molecular Biology,General Medicine

Reference69 articles.

1. Hyperglycaemia and adverse pregnancy outcome (HAPO) study: associations with maternal body mass index;Metzger;BJOG An Int. J. Obstet. Gynaecol.,2010

2. Association between hyperglycaemia and adverse perinatal outcomes in south Asian and white British women: analysis of data from the born in Bradford cohort;Farrar;Lancet Diabetes Endocrinol.,2015

3. Hyperglycaemia and risk of adverse perinatal outcomes: systematic review and meta-analysis. Hyperglycaemia and risk of adverse perinatal outcomes: systematic review and meta-analysis;Farrar;BMJ,2016

4. Gestational diabetes and the risk of late stillbirth: a case–control study from England, UK;Stacey;BJOG An Int. J. Obstet. Gynaecol.,2019

5. Subsequent pregnancy after gestational diabetes mellitus;Kwak;Diabetes Care,2008

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