Association Study between Polymorphisms in DNA Methylation–Related Genes and Testicular Germ Cell Tumor Risk

Author:

Grasso Chiara1ORCID,Popovic Maja1ORCID,Isaevska Elena1ORCID,Lazzarato Fulvio1ORCID,Fiano Valentina1ORCID,Zugna Daniela1ORCID,Pluta John2ORCID,Weathers Benita2ORCID,D'Andrea Kurt2ORCID,Almstrup Kristian34ORCID,Anson-Cartwright Lynn5ORCID,Bishop D. Timothy6ORCID,Chanock Stephen J.7ORCID,Chen Chu89ORCID,Cortessis Victoria K.10ORCID,Dalgaard Marlene D.11ORCID,Daneshmand Siamak12ORCID,Ferlin Alberto13ORCID,Foresta Carlo13ORCID,Frone Megan N.7ORCID,Gamulin Marija14ORCID,Gietema Jourik A.15ORCID,Greene Mark H.7ORCID,Grotmol Tom16ORCID,Hamilton Robert J.5ORCID,Haugen Trine B.17ORCID,Hauser Russ18ORCID,Karlsson Robert19ORCID,Kiemeney Lambertus A.20ORCID,Lessel Davor21ORCID,Lista Patrizia22ORCID,Lothe Ragnhild A.2324ORCID,Loveday Chey25ORCID,Meijer Coby15ORCID,Nead Kevin T.26ORCID,Nsengimana Jérémie27ORCID,Skotheim Rolf I.2328ORCID,Turnbull Clare2529ORCID,Vaughn David J.3031ORCID,Wiklund Fredrik19ORCID,Zheng Tongzhang32ORCID,Zitella Andrea33ORCID,Schwartz Stephen M.89ORCID,McGlynn Katherine A.7ORCID,Kanetsky Peter A.34ORCID,Nathanson Katherine L.231ORCID,Richiardi Lorenzo1ORCID

Affiliation:

1. 1Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy.

2. 2Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.

3. 3Department of Growth and Reproduction, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark.

4. 4Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

5. 5Department of Surgery (Urology), University of Toronto and The Princess Margaret Cancer Centre, Toronto, Ontario, Canada.

6. 6Department of Haematology and Immunology, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom.

7. 7Division of Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland.

8. 8Program in Epidemiology, Fred Hutchinson Cancer Center, Seattle, Washington.

9. 9Department of Epidemiology, University of Washington, Seattle, Washington.

10. 10Department of Population and Public Health Sciences, and Obstetrics and Gynecology, Keck School of Medicine at the University of Southern California, Los Angeles, California.

11. 11Department of Health Technology, Technical University of Denmark, Lyngby, Denmark.

12. 12Department of Urology, Keck School of Medicine at the University of Southern California, Los Angeles, California.

13. 13Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy.

14. 14Department of Oncology, University Hospital Centre Zagreb, University of Zagreb School of Medicine, Zagreb, Croatia.

15. 15Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.

16. 16Department of Research, Cancer Registry of Norway, Oslo, Norway.

17. 17Faculty of Health Sciences, OsloMet – Oslo Metropolitan University, Oslo, Norway.

18. 18Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts.

19. 19Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.

20. 20Radboud University Medical Center, Nijmegen, the Netherlands.

21. 21Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

22. 22Division of Medical Oncology, AOU “Città della Salute e della Scienza di Torino”, Turin, Italy.

23. 23Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital-Radiumhospitalet, Oslo, Norway.

24. 24Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.

25. 25Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom.

26. 26Department of Epidemiology, University of Texas MD Anderson Cancer Center, Houston, Texas.

27. 27Biostatistics Research Group, Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, United Kingdom.

28. 28Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway.

29. 29Royal Marsden NHS Foundation Hospital, London, United Kingdom.

30. 30Division of Hematology and Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.

31. 31Abramson Cancer Center, Perelman School of Medicine, Philadelphia, Pennsylvania.

32. 32Department of Epidemiology, Brown School of Public Health, Brown University, Providence, Rhode Island.

33. 33Division of Urology, Department of Surgical Science, AOU “Città della Salute e della Scienza di Torino”, University of Turin, Turin, Italy.

34. 34Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.

Abstract

Abstract Background: Testicular germ cell tumors (TGCT), histologically classified as seminomas and nonseminomas, are believed to arise from primordial gonocytes, with the maturation process blocked when they are subjected to DNA methylation reprogramming. SNPs in DNA methylation machinery and folate-dependent one-carbon metabolism genes have been postulated to influence the proper establishment of DNA methylation. Methods: In this pathway-focused investigation, we evaluated the association between 273 selected tag SNPs from 28 DNA methylation–related genes and TGCT risk. We carried out association analysis at individual SNP and gene-based level using summary statistics from the Genome Wide Association Study meta-analysis recently conducted by the international Testicular Cancer Consortium on 10,156 TGCT cases and 179,683 controls. Results: In individual SNP analyses, seven SNPs, four mapping within MTHFR, were associated with TGCT risk after correction for multiple testing (q ≤ 0.05). Queries of public databases showed that three of these SNPs were associated with MTHFR changes in enzymatic activity (rs1801133) or expression level in testis tissue (rs12121543, rs1476413). Gene-based analyses revealed MTHFR (q = 8.4 × 10–4), methyl-CpG–binding protein 2 (MECP2; q = 2 × 10–3), and ZBTB4 (q = 0.03) as the top TGCT-associated genes. Stratifying by tumor histology, four MTHFR SNPs were associated with seminoma. In gene-based analysis MTHFR was associated with risk of seminoma (q = 2.8 × 10–4), but not with nonseminomatous tumors (q = 0.22). Conclusions: Genetic variants within MTHFR, potentially having an impact on the DNA methylation pattern, are associated with TGCT risk. Impact: This finding suggests that TGCT pathogenesis could be associated with the folate cycle status, and this relation could be partly due to hereditary factors.

Publisher

American Association for Cancer Research (AACR)

Subject

Oncology,Epidemiology

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