A scan of all coding region variants of the human genome, identifies 13q12.2-rs9579139 and 15q24.1-rs2277598 as novel risk loci for pancreatic ductal adenocarcinoma

Author:

Giaccherini Matteo1ORCID,Gori Leonardo1,Gentiluomo Manuel1,Farinella Riccardo1,Cervena Klara23ORCID,Skieceviciene Jurgita4,Dijk Frederike5,Capurso Gabriele67,Vezakis Antonis8,Archibugi Livia67,Chammas Roger9,Hussein Tamás1011,Tavano Francesca12,Hegyi Péter101113,Lovecek Martin14,Izbicki Jakob R15,Brenner Hermann161718,Mohelnikova-Duchonova Beatrice19,Dell’Anna Giuseppe20,Kupcinskas Juozas4,Ermini Stefano21,Aoki Mateus Nóbrega22,Neoptolemos John P23,Gazouli Maria24ORCID,Pasquali Claudio25,Pezzilli Raffaele26,Talar-Wojnarowska Renata27,Oliverius Martin28,Al-Saeedi Mohammed23,Lucchesi Maurizio29,Furbetta Niccolò30,Carrara Silvia31,van Eijck Casper H J32,Maleckas Almantas33,Milanetto Anna Caterina25,Lawlor Rita T34,Schöttker Ben16,Boggi Ugo35,Morelli Luca30,Ginocchi Laura29,Ponz de Leon Pisani Ruggero20,Sperti Cosimo25,Zerbi Alessandro3637,Arcidiacono Paolo Giorgio20,Uzunoglu Faik G15,Bunduc Stefania103839,Holleczek Bernd40,Gioffreda Domenica12,Małecka-Wojciesko Ewa27,Kiudelis Mindaugas33,Szentesi Andrea1341,van Laarhoven Hanneke W M42,Soucek Pavel43,Götz Mara15,Erőss Bálint101113,Cavestro Giulia Martina44,Basso Daniela25,Perri Francesco12,Landi Stefano1,Canzian Federico45ORCID,Campa Daniele1

Affiliation:

1. Department of Biology, University of Pisa , Pisa , Italy

2. Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences , Prague , Czech Republic

3. First Faculty of Medicine, Institute of Biology and Medical Genetics, Charles University , Prague , Czech Republic

4. Department of Gastroenterology, Institute for Digestive Research, Medical Academy, Lithuanian University of Health Sciences , Kaunas , Lithuania

5. Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Centers, University of Amsterdam , Amsterdam , The Netherlands

6. Digestive and Liver Disease Unit, S. Andrea Hospital, “Sapienza” University of Rome , Rome , Italy

7. Pancreato-Biliary Endoscopy and Endosonography Division, IRCCS San Raffaele Scientific Institute, Pancreas Translational and Clinical Research Center, Vita-Salute San Raffaele University , Milan , Italy

8. Department of Surgery, Aretaieio Hospital, Medical School, National and Kapodistrian University of Athens , Athens 11528 , Greece

9. Departamento de Radiologia e Oncologia, Instituto Do Câncer Do Estado de São Paulo (ICESP), Center for Translational Research in Oncology (LIM24), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP) , São Paulo , Brazil

10. Center for Translational Medicine, Semmelweis University , Budapest , Hungary

11. Division of Pancreatic Diseases, Heart and Vascular Center, Semmelweis University , Budapest , Hungary

12. Division of Gastroenterology and Research Laboratory, Fondazione IRCCS “Casa Sollievo della Sofferenza” Hospital , San Giovanni Rotondo, Foggia , Italy

13. Institute for Translational Medicine, Medical School, University of Pécs , Pécs , Hungary

14. Department of Surgery I, University Hospital Olomouc , Olomouc , Czech Republic

15. Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf , Hamburg , Germany

16. Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ) , Heidelberg , Germany

17. Division of Preventive Oncology, German Cancer Research Center (DKFZ) , Heidelberg , Germany

18. German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) , Heidelberg , Germany

19. Department of Oncology and Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital , Olomouc , Czech

20. Pancreatico/Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute , Milan , Italy

21. Blood Transfusion Service, Azienda Ospedaliero-Universitaria Meyer, Children’s Hospital , Florence , Italy

22. Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz) , Curitiba , Brazil

23. Department of General Surgery, University of Heidelberg , Heidelberg , Germany

24. Department of Basic Medical Sciences, Laboratory of Biology, Medical School, National and Kapodistrian University of Athens , Athens , Greece

25. Department of Surgery, Oncology and Gastroenterology-DiSCOG, University of Padova , Padua , Italy

26. Potenza County Medical Association , Potenza , Italy

27. Department of Digestive Tract Diseases, Medical University of Lodz , Lodz , Poland

28. Department of Surgery, University Hospital Kralovske Vinohrady, Third Faculty of Medicine, Charles University , Prague , Czech Republic

29. Department of Medical Oncology, Oncology of Massa Carrara, Azienda USL Toscana Nord Ovest , Carrara , Italy

30. General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa , Italy

31. Endoscopic Unit, Department of Gastroenterology, IRCCS Humanitas Research , Milan , Italy

32. Department of Surgery, Erasmus MC University Medical Center , Rotterdam , The Netherlands

33. Department of Surgery, Institute for Digestive Research, Medical Academy, Lithuanian University of Health Sciences , Kaunas , Lithuania

34. ARC-Net Centre for Applied Research on Cancer and Department of Diagnostics and Public Health, University of Verona , Verona , Italy

35. Division of General and Transplant Surgery, Pisa University Hospital , Pisa , Italy

36. Pancreatic Unit, IRCCS Humanitas Research Hospital , Milan , Italy

37. Department of Biomedical Sciences, Humanitas University , Milan , Italy

38. Carol Davila University of Medicine and Pharmacy , Bucharest , Romania

39. Center for Gastroenterology, Hepatology and Liver Transplant, Fundeni Clinical Institute , Bucharest , Romania

40. Saarland Cancer Registry , Saarbrücken , Germany

41. Department of Medicine, Centre for Translational Medicine, University of Szeged , Szeged , Hungary

42. Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, University of Amsterdam , Amsterdam , The Netherlands

43. Biomedical Center, Faculty of Medicine in Pilsen, Charles University , Pilsen , Czech Republic

44. Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute , 20132 Milan , Italy

45. Genomic Epidemiology Group, German Cancer Research Center (DKFZ) , Heidelberg , Germany

Abstract

Abstract Coding sequence variants comprise a small fraction of the germline genetic variability of the human genome. However, they often cause deleterious change in protein function and are therefore associated with pathogenic phenotypes. To identify novel pancreatic ductal adenocarcinoma (PDAC) risk loci, we carried out a complete scan of all common missense and synonymous SNPs and analysed them in a case–control study comprising four different populations, for a total of 14 538 PDAC cases and 190 657 controls. We observed a statistically significant association between 13q12.2-rs9581957-T and PDAC risk (P = 2.46 × 10−9), that is in linkage disequilibrium (LD) with a deleterious missense variant (rs9579139) of the URAD gene. Recent findings suggest that this gene is active in peroxisomes. Considering that peroxisomes have a key role as molecular scavengers, especially in eliminating reactive oxygen species, a malfunctioning URAD protein might expose the cell to a higher load of potentially DNA damaging molecules and therefore increase PDAC risk. The association was observed in individuals of European and Asian ethnicity. We also observed the association of the missense variant 15q24.1-rs2277598-T, that belongs to BBS4 gene, with increased PDAC risk (P = 1.53 × 10−6). rs2277598 is associated with body mass index and is in LD with diabetes susceptibility loci. In conclusion, we identified two missense variants associated with the risk of developing PDAC independently from the ethnicity highlighting the importance of conducting reanalysis of genome-wide association studies (GWASs) in light of functional data.

Funder

Fondazione Arpa

Fondazione Tizzi

Ministry of Health of the Czech Republic

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,General Medicine

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