Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization

Author:

Clavero Esther1,Sanchez-Maldonado José Manuel23ORCID,Macauda Angelica4,Ter Horst Rob56,Sampaio-Marques Belém7ORCID,Jurczyszyn Artur8ORCID,Clay-Gilmour Alyssa910,Stein Angelika4,Hildebrandt Michelle A. T.11,Weinhold Niels1213,Buda Gabriele14,García-Sanz Ramón15,Tomczak Waldemar16ORCID,Vogel Ulla17ORCID,Jerez Andrés18ORCID,Zawirska Daria19,Wątek Marzena2021,Hofmann Jonathan N.22,Landi Stefano23ORCID,Spinelli John J.2425,Butrym Aleksandra2627ORCID,Kumar Abhishek2829,Martínez-López Joaquín30,Galimberti Sara14ORCID,Sarasquete María Eugenia15,Subocz Edyta31ORCID,Iskierka-Jażdżewska Elzbieta32,Giles Graham G.333435ORCID,Rybicka-Ramos Malwina36,Kruszewski Marcin37,Abildgaard Niels38,Verdejo Francisco García39,Sánchez Rovira Pedro39,da Silva Filho Miguel Inacio40,Kadar Katalin41ORCID,Razny Małgorzata42,Cozen Wendy43,Pelosini Matteo44,Jurado Manuel1345,Bhatti Parveen4647,Dudzinski Marek48,Druzd-Sitek Agnieszka49,Orciuolo Enrico14,Li Yang550ORCID,Norman Aaron D.1051,Zaucha Jan Maciej52ORCID,Reis Rui Manuel5354ORCID,Markiewicz Miroslaw48ORCID,Rodríguez Sevilla Juan José55ORCID,Andersen Vibeke56,Jamroziak Krzysztof57,Hemminki Kari5859ORCID,Berndt Sonja I.22,Rajkumar Vicent60,Mazur Grzegorz61ORCID,Kumar Shaji K.60,Ludovico Paula7ORCID,Nagler Arnon62,Chanock Stephen J.22,Dumontet Charles63,Machiela Mitchell J.22,Varkonyi Judit64,Camp Nicola J.65,Ziv Elad66,Vangsted Annette Juul67,Brown Elizabeth E.68,Campa Daniele23,Vachon Celine M.10,Netea Mihai G.569,Canzian Federico4ORCID,Försti Asta7071ORCID,Sainz Juan2372ORCID

Affiliation:

1. Hematology Department, Virgen de las Nieves University Hospital, 18012 Granada, Spain

2. Genomic Oncology Area, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS, 18016 Granada, Spain

3. Instituto de Investigación Biosanataria IBs, Granada, 18014 Granada, Spain

4. Genomic Epidemiology Group, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany

5. Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands

6. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria

7. Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal

8. Plasma Cell Dyscrasias Center, Department of Hematology, Jagiellonian University Medical College, 31-066 Kraków, Poland

9. Department of Biostatistics and Epidemiology, Arnold School of Public Health, University of South Carolina, Greenville, SC 29208, USA

10. Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55902, USA

11. Department of Lymphoma–Myeloma, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA

12. Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA

13. Department of Internal Medicine V, University of Heidelberg, 69120 Heidelberg, Germany

14. Haematology Unit, Department of Clinical and Experimental Medicine, University of Pisa/AOUP, 56126 Pisa, Italy

15. Diagnostic Laboratory Unit in Hematology, University Hospital of Salamanca, IBSAL, CIBERONC, Centro de Investigación del Cáncer-IBMCC (USAL-CSIC), 37007 Salamanca, Spain

16. Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, 20-059 Lublin, Poland

17. National Research Centre for the Working Environment, DK-2100 Copenhagen, Denmark

18. Department of Hematology, Experimental Hematology Unit, Vall d’Hebron Institute of Oncology (VHIO), University Hospital Vall d’Hebron, 08035 Barcelona, Spain

19. Department of Hematology, University Hospital, 30-688 Kraków, Poland

20. Holycross Medical Oncology Center, 25-735 Kielce, Poland

21. Institute of Hematology and Transfusion Medicine, 00-791 Warsaw, Poland

22. Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA

23. Department of Biology, University of Pisa, 56126 Pisa, Italy

24. Division of Population Oncology, BC Cancer, Vancouver, BC V5Z 4E6, Canada

25. School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z4, Canada

26. Department of Cancer Prevention and Therapy, Wroclaw Medical University, 50-367 Wroclaw, Poland

27. Alfred Sokolowski Specialist Hospital in Walbrzych Oncology Support Centre for Clinical Trials, 58-309 Walbrzych, Poland

28. Institute of Bioinformatics, International Technology Park, Bangalore 560066, India

29. Manipal Academy of Higher Education (MAHE), Manipal 576104, India

30. Hospital 12 de Octubre, Complutense University, CNIO, CIBERONC, 28041 Madrid, Spain

31. Department of Hematology, Military Institute of Medicine, 04-141 Warsaw, Poland

32. Department of Hematology, Medical University of Lodz, 90-419 Lodz, Poland

33. Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC 3004, Australia

34. Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia

35. Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia

36. Department of Hematology, Specialist Hospital No. 1 in Bytom, Academy of Silesia, Faculty of Medicine, 40-055 Katowice, Poland

37. Department of Hematology, University Hospital No. 2, 85-168 Bydgoszcz, Poland

38. Department of Hematology, Odense University Hospital, DK-5000 Odense, Denmark

39. Department of Medical Oncology, Complejo Hospitalario de Jaén, 23007 Jaén, Spain

40. Division of Molecular Genetic Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany

41. St Johns Hospital, 62769 Budapest, Hungary

42. Department of Hematology, Rydygier Hospital, 31-826 Cracow, Poland

43. Division of Hematology/Oncology, Department of Medicine, School of Medicine, Department of Pathology, School of Medicine, Susan and Henry Samueli College of Health Sciences, Chao Family Comprehensive Cancer Center, University of California at Irvine, Irvine, CA 92697, USA

44. U.O. Dipartimento di Ematologia, Azienda USL Toscana Nord Ovest, 57124 Livorno, Italy

45. Department of Medicine, University of Granada, 18012 Granada, Spain

46. Cancer Control Research, BC Cancer, Vancouver, BC V5Z 4E6, Canada

47. Program in Epidemiology, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA

48. Department of Hematology, Institute of Medical Sciences, College of Medical Sciences, University of Rzeszow, 35-310 Rzeszow, Poland

49. Department of Lymphoproliferative Diseases, Maria Skłodowska Curie National Research Institute of Oncology, 02-781 Warsaw, Poland

50. Centre for Individualised Infection Medicine (CiiM) & TWINCORE, Joint Ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany

51. Genetic Epidemiology and Risk Assessment Program, Mayo Clinic Comprehensive Cancer Center, Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55902, USA

52. Department of Hematology and Transplantology, Medical University of Gdansk, 80-210 Gdansk, Poland

53. Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, 4710-057 Braga, Portugal and ICVS/3B’s-PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal

54. Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil

55. Department of Hematology, Hospital del Mar, 08003 Barcelona, Spain

56. Molecular Diagnostics and Clinical Research Unit, Institute of Regional Health Research, University Hospital of Southern Denmark, DK-6200 Aabenraa, Denmark

57. Department of Hematology, Transplantology and Internal Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland

58. Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany

59. Faculty of Medicine and Biomedical Center in Pilsen, Charles University in Prague, 30605 Pilsen, Czech Republic

60. Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN 55902, USA

61. Department of Internal Diseases, Occupational Medicine, Hypertension and Clinical Oncology, Wroclaw Medical University, 50-368 Wroclaw, Poland

62. Hematology Division, Chaim Sheba Medical Center, Tel Hashomer 52621, Israel

63. UMR INSERM 1052/CNRS 5286, University of Lyon, Hospices Civils de Lyon, 69008 Lyon, France

64. Semmelweis University, 1083 Budapest, Hungary

65. Division of Hematology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA

66. Department of Medicine, University of California San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA 94143, USA

67. Department of Hematology, Rigshospitalet, Copenhagen University, DK-2100 Copenhagen, Denmark

68. Department of Pathology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35294, USA

69. Department for Immunology & Metabolism, Life and Medical Sciences Institute (LIMES), University of Bonn, 53115 Bonn, Germany

70. Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany

71. Hopp Children’s Cancer Center (KiTZ), 69120 Heidelberg, Germany

72. Department of Biochemistry and Molecular Biology I, University of Granada, 18071 Granada, Spain

Abstract

Multiple myeloma (MM) arises following malignant proliferation of plasma cells in the bone marrow, that secrete high amounts of specific monoclonal immunoglobulins or light chains, resulting in the massive production of unfolded or misfolded proteins. Autophagy can have a dual role in tumorigenesis, by eliminating these abnormal proteins to avoid cancer development, but also ensuring MM cell survival and promoting resistance to treatments. To date no studies have determined the impact of genetic variation in autophagy-related genes on MM risk. We performed meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined correlations of statistically significant single nucleotide polymorphisms (SNPs; p < 1 × 10−9) with immune responses in whole blood, peripheral blood mononuclear cells (PBMCs), and monocyte-derived macrophages (MDM) from a large population of healthy donors from the Human Functional Genomic Project (HFGP). We identified SNPs in six loci, CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A associated with MM risk (p = 4.47 × 10−4−5.79 × 10−14). Mechanistically, we found that the ULK4rs6599175 SNP correlated with circulating concentrations of vitamin D3 (p = 4.0 × 10−4), whereas the IKBKErs17433804 SNP correlated with the number of transitional CD24+CD38+ B cells (p = 4.8 × 10−4) and circulating serum concentrations of Monocyte Chemoattractant Protein (MCP)-2 (p = 3.6 × 10−4). We also found that the CD46rs1142469 SNP correlated with numbers of CD19+ B cells, CD19+CD3− B cells, CD5+IgD− cells, IgM− cells, IgD−IgM− cells, and CD4−CD8− PBMCs (p = 4.9 × 10−4−8.6 × 10−4) and circulating concentrations of interleukin (IL)-20 (p = 0.00082). Finally, we observed that the CDKN2Ars2811710 SNP correlated with levels of CD4+EMCD45RO+CD27− cells (p = 9.3 × 10−4). These results suggest that genetic variants within these six loci influence MM risk through the modulation of specific subsets of immune cells, as well as vitamin D3−, MCP-2−, and IL20-dependent pathways.

Funder

Instituto de Salud Carlos III

the CRIS foundation against cancer, from the Cancer Network of Excellence

the Dietmar Hopp Foundation and the German Ministry of Education and Science

National Cancer Institute of the National Institutes of Health

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

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