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Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer
BACKGROUND: Smoking status, alcohol consumption and HPV infection (acquired through sexual activity) are the predominant risk factors for oropharyngeal cancer and are thought to alter the prognosis of the disease. Here, we conducted single-site and differentially methylated region (DMR) epigenome-wi...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7322918/ https://www.ncbi.nlm.nih.gov/pubmed/32600451 http://dx.doi.org/10.1186/s13148-020-00870-0 |
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author | Langdon, Ryan Richmond, Rebecca Elliott, Hannah R. Dudding, Tom Kazmi, Nabila Penfold, Chris Ingarfield, Kate Ho, Karen Bretherick, Andrew Haley, Chris Zeng, Yanni Walker, Rosie M. Pawlita, Michael Waterboer, Tim Gaunt, Tom Smith, George Davey Suderman, Matthew Thomas, Steve Ness, Andy Relton, Caroline |
author_facet | Langdon, Ryan Richmond, Rebecca Elliott, Hannah R. Dudding, Tom Kazmi, Nabila Penfold, Chris Ingarfield, Kate Ho, Karen Bretherick, Andrew Haley, Chris Zeng, Yanni Walker, Rosie M. Pawlita, Michael Waterboer, Tim Gaunt, Tom Smith, George Davey Suderman, Matthew Thomas, Steve Ness, Andy Relton, Caroline |
author_sort | Langdon, Ryan |
collection | PubMed |
description | BACKGROUND: Smoking status, alcohol consumption and HPV infection (acquired through sexual activity) are the predominant risk factors for oropharyngeal cancer and are thought to alter the prognosis of the disease. Here, we conducted single-site and differentially methylated region (DMR) epigenome-wide association studies (EWAS) of these factors, in addition to ∼ 3-year survival, using Illumina Methylation EPIC DNA methylation profiles from whole blood in 409 individuals as part of the Head and Neck 5000 (HN5000) study. Overlapping sites between each factor and survival were then assessed using two-step Mendelian randomization to assess whether methylation at these positions causally affected survival. RESULTS: Using the MethylationEPIC array in an OPC dataset, we found novel CpG associations with smoking, alcohol consumption and ~ 3-year survival. We found no CpG associations below our multiple testing threshold associated with HPV16 E6 serological response (used as a proxy for HPV infection). CpG site associations below our multiple-testing threshold (P(Bonferroni) < 0.05) for both a prognostic factor and survival were observed at four gene regions: SPEG (smoking), GFI1 (smoking), PPT2 (smoking) and KHDC3L (alcohol consumption). Evidence for a causal effect of DNA methylation on survival was only observed in the SPEG gene region (HR per SD increase in methylation score 1.28, 95% CI 1.14 to 1.43, P 2.12 × 10(−05)). CONCLUSIONS: Part of the effect of smoking on survival in those with oropharyngeal cancer may be mediated by methylation at the SPEG gene locus. Replication in data from independent datasets and data from HN5000 with longer follow-up times is needed to confirm these findings. |
format | Online Article Text |
id | pubmed-7322918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73229182020-06-30 Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer Langdon, Ryan Richmond, Rebecca Elliott, Hannah R. Dudding, Tom Kazmi, Nabila Penfold, Chris Ingarfield, Kate Ho, Karen Bretherick, Andrew Haley, Chris Zeng, Yanni Walker, Rosie M. Pawlita, Michael Waterboer, Tim Gaunt, Tom Smith, George Davey Suderman, Matthew Thomas, Steve Ness, Andy Relton, Caroline Clin Epigenetics Research BACKGROUND: Smoking status, alcohol consumption and HPV infection (acquired through sexual activity) are the predominant risk factors for oropharyngeal cancer and are thought to alter the prognosis of the disease. Here, we conducted single-site and differentially methylated region (DMR) epigenome-wide association studies (EWAS) of these factors, in addition to ∼ 3-year survival, using Illumina Methylation EPIC DNA methylation profiles from whole blood in 409 individuals as part of the Head and Neck 5000 (HN5000) study. Overlapping sites between each factor and survival were then assessed using two-step Mendelian randomization to assess whether methylation at these positions causally affected survival. RESULTS: Using the MethylationEPIC array in an OPC dataset, we found novel CpG associations with smoking, alcohol consumption and ~ 3-year survival. We found no CpG associations below our multiple testing threshold associated with HPV16 E6 serological response (used as a proxy for HPV infection). CpG site associations below our multiple-testing threshold (P(Bonferroni) < 0.05) for both a prognostic factor and survival were observed at four gene regions: SPEG (smoking), GFI1 (smoking), PPT2 (smoking) and KHDC3L (alcohol consumption). Evidence for a causal effect of DNA methylation on survival was only observed in the SPEG gene region (HR per SD increase in methylation score 1.28, 95% CI 1.14 to 1.43, P 2.12 × 10(−05)). CONCLUSIONS: Part of the effect of smoking on survival in those with oropharyngeal cancer may be mediated by methylation at the SPEG gene locus. Replication in data from independent datasets and data from HN5000 with longer follow-up times is needed to confirm these findings. BioMed Central 2020-06-29 /pmc/articles/PMC7322918/ /pubmed/32600451 http://dx.doi.org/10.1186/s13148-020-00870-0 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Langdon, Ryan Richmond, Rebecca Elliott, Hannah R. Dudding, Tom Kazmi, Nabila Penfold, Chris Ingarfield, Kate Ho, Karen Bretherick, Andrew Haley, Chris Zeng, Yanni Walker, Rosie M. Pawlita, Michael Waterboer, Tim Gaunt, Tom Smith, George Davey Suderman, Matthew Thomas, Steve Ness, Andy Relton, Caroline Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title | Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title_full | Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title_fullStr | Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title_full_unstemmed | Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title_short | Identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
title_sort | identifying epigenetic biomarkers of established prognostic factors and survival in a clinical cohort of individuals with oropharyngeal cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7322918/ https://www.ncbi.nlm.nih.gov/pubmed/32600451 http://dx.doi.org/10.1186/s13148-020-00870-0 |
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