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Cancer Prevention Research
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Research Article

DNA Methylation in Peripheral Blood and Risk of Gastric Cancer: A Prospective Nested Case–control Study

James A Chamberlain, Pierre-Antoine Dugué, Julie K. Bassett, Roger L. Milne, Jihoon E Joo, Ee Ming Wong, Maree T. Brinkman, Geoffrey W. Stuart, Alex Boussioutas, Melissa C. Southey, Graham G. Giles, Hazel Mitchell, Dallas R. English and Allison M. Hodge
James A Chamberlain
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
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Pierre-Antoine Dugué
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
2Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
3Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
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Julie K. Bassett
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
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Roger L. Milne
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
2Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
3Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
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Jihoon E Joo
4Genetic Epidemiology Laboratory, Department of Clinical Pathology, University of Melbourne, Victoria, Australia.
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Ee Ming Wong
3Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
4Genetic Epidemiology Laboratory, Department of Clinical Pathology, University of Melbourne, Victoria, Australia.
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Maree T. Brinkman
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
5Department of Complex Genetics and Epidemiology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands.
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Geoffrey W. Stuart
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
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Alex Boussioutas
6Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia.
7Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Victoria, Australia.
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Melissa C. Southey
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
3Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
4Genetic Epidemiology Laboratory, Department of Clinical Pathology, University of Melbourne, Victoria, Australia.
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Graham G. Giles
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
2Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
3Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
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Hazel Mitchell
8School of Biotechnology and Biomolecular Sciences, University of New South Wales, Kensington, New South Wales, Australia.
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Dallas R. English
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
2Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
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Allison M. Hodge
1Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
2Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
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  • For correspondence: allison.hodge@cancervic.org.au
DOI: 10.1158/1940-6207.CAPR-20-0003
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Abstract

DNA methylation in peripheral blood is a potential biomarker of gastric cancer risk which could be used for early detection. We conducted a prospective case–control study nested within the Melbourne Collaborative Cohort Study. Genomic DNA was prepared from blood samples collected a median of 12 years before diagnosis for cases (N = 168). Controls (N = 163) were matched to cases on sex, year of birth, country of birth, and blood sample type using incidence density sampling. Genome-wide DNA methylation was measured using the Infinium HumanMethylation450K Beadchip. Global measures of DNA methylation were defined as the median methylation M value, calculated for each of 13 CpG subsets representing genomic function, mean methylation and location, and reliability of measurement. Conditional logistic regression was conducted to assess associations between these global measures of methylation and gastric cancer risk, adjusting for Helicobacter pylori and other potential confounders. We tested nonlinear associations using quintiles of the global measure distribution. A genome-wide association study of DNA methylation and gastric cancer risk was also conducted (N = 484,989 CpGs) using conditional logistic regression, adjusting for potential confounders. Differentially methylated regions (DMR) were investigated using the R package DMRcate. We found no evidence of associations with gastric cancer risk for individual CpGs or DMRs (P > 7.6 × 10−6). No evidence of association was observed with global measures of methylation (OR 1.07 per SD of overall median methylation; 95% confidence interval, 0.80–1.44; P = 0.65). We found no evidence that blood DNA methylation is prospectively associated with gastric cancer risk.

Prevention Relevance: We studied DNA methylation in blood to try and predict who was at risk of gastric cancer before symptoms developed, by which stage survival is poor. We did not find any such markers, but the importance of early diagnosis in gastric cancer remains, and the search for markers continues.

Footnotes

  • Note: Supplementary data for this article are available at Cancer Prevention Research Online (http://cancerprevres.aacrjournals.org/).

  • Cancer Prev Res 2020;XX:XX–XX

  • Received January 2, 2020.
  • Revision received June 4, 2020.
  • Accepted September 15, 2020.
  • ©2020 American Association for Cancer Research.

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This OnlineFirst version was published on December 17, 2020
doi: 10.1158/1940-6207.CAPR-20-0003

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DNA Methylation in Peripheral Blood and Risk of Gastric Cancer: A Prospective Nested Case–control Study
James A Chamberlain, Pierre-Antoine Dugué, Julie K. Bassett, Roger L. Milne, Jihoon E Joo, Ee Ming Wong, Maree T. Brinkman, Geoffrey W. Stuart, Alex Boussioutas, Melissa C. Southey, Graham G. Giles, Hazel Mitchell, Dallas R. English and Allison M. Hodge
Cancer Prev Res December 17 2020 DOI: 10.1158/1940-6207.CAPR-20-0003

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DNA Methylation in Peripheral Blood and Risk of Gastric Cancer: A Prospective Nested Case–control Study
James A Chamberlain, Pierre-Antoine Dugué, Julie K. Bassett, Roger L. Milne, Jihoon E Joo, Ee Ming Wong, Maree T. Brinkman, Geoffrey W. Stuart, Alex Boussioutas, Melissa C. Southey, Graham G. Giles, Hazel Mitchell, Dallas R. English and Allison M. Hodge
Cancer Prev Res December 17 2020 DOI: 10.1158/1940-6207.CAPR-20-0003
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