Replication of 15 loci involved in human plasma protein N-glycosylation in 4802 samples from four cohorts

Author:

Sharapov Sodbo Zh1ORCID,Shadrina Alexandra S1,Tsepilov Yakov A23,Elgaeva Elizaveta E1,Tiys Evgeny S1,Feoktistova Sofya G1,Zaytseva Olga O4,Vuckovic Frano4,Cuadrat Rafael5,Jäger Susanne56,Wittenbecher Clemens567,Karssen Lennart C8,Timofeeva Maria910,Tillin Therese11,Trbojević-Akmačić Irena4ORCID,Štambuk Tamara4,Rudman Najda12,Krištić Jasminka4,Šimunović Jelena4,Momčilović Ana4,Vilaj Marija4,Jurić Julija4,Slana Anita4,Gudelj Ivan4,Klarić Thomas4,Puljak Livia13,Skelin Andrea414,Kadić Antonia Jeličić15,Van Zundert Jan1617,Chaturvedi Nishi11,Campbell Harry918,Dunlop Malcolm9,Farrington Susan M9,Doherty Margaret1920,Dagostino Concetta21,Gieger Christian22,Allegri Massimo23,Williams Frances24,Schulze Matthias B5625,Lauc Gordan4,Aulchenko Yurii S1

Affiliation:

1. Laboratory of Glycogenomics, Institute of Cytology and Genetics, Prospekt Akademika Lavrent'yeva, 10, Novosibirsk, 630090, Russia

2. Laboratory of Theoretical and Applied Functional Genomics, Novosibirsk State University, Pirogova 1, Novosibirsk, 630090, Russia

3. Laboratory of Recombination and Segregation Analysis, Institute of Cytology and Genetics, Prospekt Akademika Lavrent'yeva, 10, Novosibirsk, 630090, Russia

4. Genos Glycoscience Research Laboratory, Borongajska cesta 83h, 10000 Zagreb, Croatia

5. Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam- Rehbruecke, 14558 Nuthetal, Germany

6. German Center for Diabetes Research (DZD), ngolstädter Landstraβe 1, Neuherberg, 85764, Germany

7. Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA

8. PolyOmica, s-Hertogenbosch 5237, The Netherlands

9. Colon Cancer Genetics Group, Cancer Research UK Edinburgh Centre, Medical Research Council Institute of Genetics & Molecular Medicine, Western General Hospital, The University of Edinburgh, Edinburgh EH4 2XU, UK

10. D-IAS, Danish Institute for Advanced Study, Department of Public Health, University of Southern Denmark, , J.B. Winsløws Vej 9, DK-5000 Odense C, Denmark

11. MRC Unit for Lifelong Health & Ageing University College London, Gower Street, London, WC1E 6BT, UK

12. Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, 10000, Croatia

13. Catholic University of Croatia, Ilica, 242 Zagreb, 10000, Croatia

14. St. Catherine Specialty Hospital, 10000 Zagreb & 49210, Zabok, Croatia

15. University Hospital Center Split, Department of Pediatrics, Spinčićeva ul. 1, Split, 21000, Croatia

16. Department of Anesthesiology and Multidisciplinary Paincentre, ZOL, Genk/Lanaken, Belgium

17. Department of Anesthesiology and Pain Medicine, Maastricht University Medical Centre, P. Debyelaan 25, Maastricht, 6229 HX, The Netherlands

18. Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, The University of Edinburgh, Edinburgh EH8 9AG, UK

19. Institute of Technology Sligo, Department of Life Sciences, Ash Ln, Bellanode, Sligo, F91 YW50, Ireland

20. National Institute for Bioprocessing Research & Training, 24 Foster’s Ave, Belfield, Blackrock, Co.,Dublin, A94 X099, Ireland

21. Department of Medicine and Surgery, University of Parma, Via Gramsci 14, 43126 Parma, Italy

22. Institute of Epidemiology II, Research Unit of Molecular Epidemiology, Helmholtz Centre Munich, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany

23. Pain Therapy Department Policlinico Monza Hospital, 20090 Monza, Italy

24. Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, St Thomas’ Campus, Lambeth Palace Road, London SE1 7EH, UK

25. Institute of Nutrition Science, University of Potsdam, 14558 Nuthetal, Germany

Abstract

Abstract Human protein glycosylation is a complex process, and its in vivo regulation is poorly understood. Changes in glycosylation patterns are associated with many human diseases and conditions. Understanding the biological determinants of protein glycome provides a basis for future diagnostic and therapeutic applications. Genome-wide association studies (GWAS) allow to study biology via a hypothesis-free search of loci and genetic variants associated with a trait of interest. Sixteen loci were identified by three previous GWAS of human plasma proteome N-glycosylation. However, the possibility that some of these loci are false positives needs to be eliminated by replication studies, which have been limited so far. Here, we use the largest set of samples so far (4802 individuals) to replicate the previously identified loci. For all but one locus, the expected replication power exceeded 95%. Of the 16 loci reported previously, 15 were replicated in our study. For the remaining locus (near the KREMEN1 gene), the replication power was low, and hence, replication results were inconclusive. The very high replication rate highlights the general robustness of the GWAS findings as well as the high standards adopted by the community that studies genetic regulation of protein glycosylation. The 15 replicated loci present a good target for further functional studies. Among these, eight loci contain genes encoding glycosyltransferases: MGAT5, B3GAT1, FUT8, FUT6, ST6GAL1, B4GALT1, ST3GAL4 and MGAT3. The remaining seven loci offer starting points for further functional follow-up investigation into molecules and mechanisms that regulate human protein N-glycosylation in vivo.

Funder

MRC Human Genetics Unit Centre

CORE

Medical Research Council

Scottish Government Chief Scientist Office

Cancer Research UK

German Ministry of Education and Research (BMBF) and the State of Brandenburg

European Community

German Cancer Aid

European Union

Federal Ministry of Science, Germany

National Institute for Health Research University College London Hospitals Biomedical Research Centre

British Heart Foundation

Wellcome Trust

Medical Research Council, Diabetes UK

European Community’s Seventh Framework Programme

Croatian National Centre of Research Excellence in Personalized Healthcare

European Structural and Investment Funds IRI

PolyOmica

Federal Agency of Scientific Organizations

Russian Ministry of Science and Education

Russian Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Biochemistry

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