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

Natalia Pervjakova(Estonian Academy of Sciences), Gunn-Helen Moen(The University of Queensland), Maria Carolina Borges(At Bristol), Teresa Ferreira(University of Oxford), James P. Cook(University of Liverpool), Catherine Allard(Université de Sherbrooke), Robin N. Beaumont(University of Exeter), Mickaël Canouil(Centre National de la Recherche Scientifique), Gad Hatem(Lund University), Anni Heiskala(University of Oulu), Anni Joensuu(University of Helsinki), Ville Karhunen(St Mary's Hospital), Soo Heon Kwak(Seoul National University Hospital), Frederick T. J. Lin(Northwestern University), Jun Liu(Erasmus MC), Sheryl L. Rifas‐Shiman(Harvard University), Claudia H.T. Tam(Chinese University of Hong Kong), Wing Hung Tam(Chinese University of Hong Kong), Guðmar Þorleifsson(deCODE Genetics (Iceland)), Toby Andrew(Centre National de la Recherche Scientifique), Juha Auvinen(University of Oulu), Bishwajit Bhowmik, Amélie Bonnefond(Centre National de la Recherche Scientifique), Fabien Delahaye(Centre National de la Recherche Scientifique), Ayşe Demirkan(Erasmus MC), Philippe Froguel(Centre National de la Recherche Scientifique), Kadri Haller‐Kikkatalo(University of Tartu), Hildur Harðardóttir(University of Iceland), Sandra Hummel(TUM Klinikum), Akhtar Hussain(Nord University), Eero Kajantie(Norwegian University of Science and Technology), Elina Keikkala(Oulu University Hospital), Amna Khamis(Centre National de la Recherche Scientifique), Jari Lahti(University of Helsinki), Tove Lekva(Oslo University Hospital), Sanna Mustaniemi(Oulu University Hospital), Christine Sommer(Oslo University Hospital), Aili Tagoma(University of Tartu), Evangelia Tzala(St Mary's Hospital), Raivo Uibo(University of Tartu), Marja Vääräsmäki(Oulu University Hospital), Pia Villa(University of Helsinki), Kåre I. Birkeland(Oslo University Hospital), Luigi Bouchard(Université de Sherbrooke), Cornelia M. van Duijn(Erasmus MC), Sarah Finer(Queen Mary University of London), Leif Groop(University of Helsinki), Esa Hämäläinen(University of Eastern Finland), Geoffrey Hayes(Northwestern University), G. A. Hitman(Queen Mary University of London), Hak Chul Jang(Seoul National University), Marjo‐Riitta Järvelin(St Mary's Hospital), Anne Karen Jenum(University of Oslo), Hannele Laivuori(University of Helsinki), Ronald C.W.(Chinese University of Hong Kong), Olle Melander(Lund University), Emily Oken(Harvard University), Kyong Soo Park(Seoul National University), Patrice Perron(Université de Sherbrooke), Rashmi B. Prasad(Lund University), Elisabeth Qvigstad(Oslo University Hospital), Sylvain Sebért(University of Oulu), Kāri Stefánsson(deCODE Genetics (Iceland)), Valgerður Steinthórsdóttir(deCODE Genetics (Iceland)), Tiinamaija Tuomi(University of Helsinki), Marie‐France Hivert(Université de Sherbrooke), Paul W. Franks(Harvard University), Mark I. McCarthy(Centre for Human Genetics), Cecilia M. Lindgren(Broad Institute), Rachel M. Freathy(University of Exeter), Deborah A Lawlor(At Bristol), Andrew P. Morris(University of Manchester), Reedik Mägi(Estonian Academy of Sciences)
Human Molecular Genetics
February 25, 2022
Cited by 122Open Access
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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.


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