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Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk
BACKGROUND: Though bladder cancer has been the subject of many well-powered genome-wide association studies, the mechanisms involving bladder-cancer-associated single nucleotide polymorphisms (SNPs) remain largely unknown. This study focuses on rs798766, rs401681, rs2294008, and rs8102137, which hav...
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/PMC7678190/ https://www.ncbi.nlm.nih.gov/pubmed/33213418 http://dx.doi.org/10.1186/s12881-020-01172-1 |
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author | Jordahl, Kristina M. Phipps, Amanda I. Randolph, Timothy W. Tinker, Lesley F. Nassir, Rami Hou, Lifang Anderson, Garnet L. Kelsey, Karl T. White, Emily Bhatti, Parveen |
author_facet | Jordahl, Kristina M. Phipps, Amanda I. Randolph, Timothy W. Tinker, Lesley F. Nassir, Rami Hou, Lifang Anderson, Garnet L. Kelsey, Karl T. White, Emily Bhatti, Parveen |
author_sort | Jordahl, Kristina M. |
collection | PubMed |
description | BACKGROUND: Though bladder cancer has been the subject of many well-powered genome-wide association studies, the mechanisms involving bladder-cancer-associated single nucleotide polymorphisms (SNPs) remain largely unknown. This study focuses on rs798766, rs401681, rs2294008, and rs8102137, which have been associated with bladder cancer and are also cis-acting methylation quantitative loci (mQTL). METHODS: Among 412 bladder cancer cases and 424 controls from the Women’s Health Initiative (WHI), we assessed whether the effects of these SNPs on bladder cancer are mediated through proximal DNA methylation changes in pre-diagnostic blood at mQTL-associated CpG sites, which we refer to as natural indirect effects (NIEs). We used a multiple-mediator mediation model for each of the four mQTL adjusted for matching variables and potential confounders, including race/ethnicity, smoking status, and pack-years of smoking. RESULTS: While not statistically significant, our results suggest that substantial proportions of the modest effects of rs401681 (OR(NIE) = 1.05, 95% confidence interval (CI) = 0.89 to 1.25; NIE percent = 98.5%) and rs2294008 (OR(NIE) = 1.10, 95% CI = 0.90 to 1.33; NIE percent = 77.6%) on bladder cancer risk are mediated through differential DNA methylation at nearby mQTL-associated CpG sites. The suggestive results indicate that rs2294008 may affect bladder cancer risk through a set of genes in the lymphocyte antigen 6 family, which involves genes that bind to and modulate nicotinic acetylcholine receptors. There was no suggestive evidence supporting mediation for rs8102137 and rs798766. CONCLUSIONS: Though larger studies are necessary, the methylation changes associated with rs401681 and rs2294008 at mQTL-associated CpG sites may be relevant for bladder carcinogenesis, and this study demonstrates how multi-omic data can be integrated to help understand the downstream effects of genetics variants. |
format | Online Article Text |
id | pubmed-7678190 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76781902020-11-20 Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk Jordahl, Kristina M. Phipps, Amanda I. Randolph, Timothy W. Tinker, Lesley F. Nassir, Rami Hou, Lifang Anderson, Garnet L. Kelsey, Karl T. White, Emily Bhatti, Parveen BMC Med Genet Research Article BACKGROUND: Though bladder cancer has been the subject of many well-powered genome-wide association studies, the mechanisms involving bladder-cancer-associated single nucleotide polymorphisms (SNPs) remain largely unknown. This study focuses on rs798766, rs401681, rs2294008, and rs8102137, which have been associated with bladder cancer and are also cis-acting methylation quantitative loci (mQTL). METHODS: Among 412 bladder cancer cases and 424 controls from the Women’s Health Initiative (WHI), we assessed whether the effects of these SNPs on bladder cancer are mediated through proximal DNA methylation changes in pre-diagnostic blood at mQTL-associated CpG sites, which we refer to as natural indirect effects (NIEs). We used a multiple-mediator mediation model for each of the four mQTL adjusted for matching variables and potential confounders, including race/ethnicity, smoking status, and pack-years of smoking. RESULTS: While not statistically significant, our results suggest that substantial proportions of the modest effects of rs401681 (OR(NIE) = 1.05, 95% confidence interval (CI) = 0.89 to 1.25; NIE percent = 98.5%) and rs2294008 (OR(NIE) = 1.10, 95% CI = 0.90 to 1.33; NIE percent = 77.6%) on bladder cancer risk are mediated through differential DNA methylation at nearby mQTL-associated CpG sites. The suggestive results indicate that rs2294008 may affect bladder cancer risk through a set of genes in the lymphocyte antigen 6 family, which involves genes that bind to and modulate nicotinic acetylcholine receptors. There was no suggestive evidence supporting mediation for rs8102137 and rs798766. CONCLUSIONS: Though larger studies are necessary, the methylation changes associated with rs401681 and rs2294008 at mQTL-associated CpG sites may be relevant for bladder carcinogenesis, and this study demonstrates how multi-omic data can be integrated to help understand the downstream effects of genetics variants. BioMed Central 2020-11-19 /pmc/articles/PMC7678190/ /pubmed/33213418 http://dx.doi.org/10.1186/s12881-020-01172-1 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 Article Jordahl, Kristina M. Phipps, Amanda I. Randolph, Timothy W. Tinker, Lesley F. Nassir, Rami Hou, Lifang Anderson, Garnet L. Kelsey, Karl T. White, Emily Bhatti, Parveen Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title | Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title_full | Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title_fullStr | Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title_full_unstemmed | Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title_short | Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
title_sort | mediation by differential dna methylation of known associations between single nucleotide polymorphisms and bladder cancer risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7678190/ https://www.ncbi.nlm.nih.gov/pubmed/33213418 http://dx.doi.org/10.1186/s12881-020-01172-1 |
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