Appraising the causal relevance of DNA methylation for risk of lung cancer

Author:

Battram Thomas12ORCID,Richmond Rebecca C12ORCID,Baglietto Laura3,Haycock Philip C12,Perduca Vittorio4,Bojesen Stig E567,Gaunt Tom R12,Hemani Gibran12,Guida Florence8,Carreras-Torres Robert8,Hung Rayjean9,Amos Christopher I10,Freeman Joshua R11,Sandanger Torkjel M12,Nøst Therese H12,Nordestgaard Børge G567,Teschendorff Andrew E131415,Polidoro Silvia16,Vineis Paolo1617,Severi Gianluca181920,Hodge Allison M1920,Giles Graham G1920,Grankvist Kjell21,Johansson Mikael B22,Johansson Mattias8,Davey Smith George12,Relton Caroline L12

Affiliation:

1. MRC Integrative Epidemiology Unit

2. Population Health Sciences, University of Bristol, Bristol, UK

3. Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy

4. Laboratoire de Mathématiques Appliquées, Université Paris Descartes, Paris, France

5. Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark

6. Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

7. Copenhagen City Heart Study, Frederiksberg Hospital, Copenhagen University Hospital, Copenhagen, Denmark

8. Genetic Epidemiology Division, International Agency for Research on Cancer, Lyon, France

9. Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada

10. Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA

11. Department of Biostatistics and Epidemiology, University of Massachusetts, Amherst, MA, USA

12. Department of Community Medicine,Arctic University of Norway, Tromso, Norway

13. Department of Women's Cancer, Institute for Women's Health, University College London, London, UK

14. UCL Cancer Institute, University College London, London, UK

15. Chinese Academy of Sciences (CAS) Key Laboratory of Computational Biology, CAS–Max Planck Gesellschaft (MPG) Partner Institute for Computational Biology, Shanghai, China

16. Molecular and Genetic Epidemiology Unit, Italian Institute for Genomic Medicine (IIGM), Turin, Italy

17. Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK

18. CESP (Inserm U1018), Facultés de Médicine Université Paris-Sud, UVSQ, Université Paris-Saclay, Gustave Roussy, 94805, Villejuif, France

19. Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia

20. Centre for Epidemiology and Biostatistics, Melbourne School of Population & Global Health, University of Melbourne, Melbourne, VIC, Australia

21. Department of Medical Biosciences, Clinical Chemistry

22. Department of Radiation Sciences, Umeå University, Umeå, Sweden

Abstract

AbstractBackgroundDNA methylation changes in peripheral blood have recently been identified in relation to lung cancer risk. Some of these changes have been suggested to mediate part of the effect of smoking on lung cancer. However, limitations with conventional mediation analyses mean that the causal nature of these methylation changes has yet to be fully elucidated.MethodsWe first performed a meta-analysis of four epigenome-wide association studies (EWAS) of lung cancer (918 cases, 918 controls). Next, we conducted a two-sample Mendelian randomization analysis, using genetic instruments for methylation at CpG sites identified in the EWAS meta-analysis, and 29 863 cases and 55 586 controls from the TRICL-ILCCO lung cancer consortium, to appraise the possible causal role of methylation at these sites on lung cancer.ResultsSixteen CpG sites were identified from the EWAS meta-analysis [false discovery rate (FDR) < 0.05], for 14 of which we could identify genetic instruments. Mendelian randomization provided little evidence that DNA methylation in peripheral blood at the 14 CpG sites plays a causal role in lung cancer development (FDR > 0.05), including for cg05575921-AHRR where methylation is strongly associated with both smoke exposure and lung cancer risk.ConclusionsThe results contrast with previous observational and mediation analysis, which have made strong claims regarding the causal role of DNA methylation. Thus, previous suggestions of a mediating role of methylation at sites identified in peripheral blood, such as cg05575921-AHRR, could be unfounded. However, this study does not preclude the possibility that differential DNA methylation at other sites is causally involved in lung cancer development, especially within lung tissue.

Funder

Wellcome Trust PhD studentship

Cancer Research UK

UK Medical Research Council

Unit at the University of Bristol

University of Bristol RCUK

Wellcome

UK BBSRC

Publisher

Oxford University Press (OUP)

Subject

General Medicine,Epidemiology

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