Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk

Abstract 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, w...

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Main Authors: Kristina M. Jordahl, Amanda I. Phipps, Timothy W. Randolph, Lesley F. Tinker, Rami Nassir, Lifang Hou, Garnet L. Anderson, Karl T. Kelsey, Emily White, Parveen Bhatti
Format: Article
Language:English
Published: BMC 2020-11-01
Series:BMC Medical Genetics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12881-020-01172-1
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spelling doaj-2f1ea7d278404494b0d3bb30ff8d2e0a2021-04-02T16:13:48ZengBMCBMC Medical Genetics1471-23502020-11-012111910.1186/s12881-020-01172-1Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer riskKristina M. Jordahl0Amanda I. Phipps1Timothy W. Randolph2Lesley F. Tinker3Rami Nassir4Lifang Hou5Garnet L. Anderson6Karl T. Kelsey7Emily White8Parveen Bhatti9Department of Epidemiology, School of Public Health, University of WashingtonDepartment of Epidemiology, School of Public Health, University of WashingtonDivision of Public Health Sciences, Fred Hutchinson Cancer Research CenterDivision of Public Health Sciences, Fred Hutchinson Cancer Research CenterDepartment of Biochemistry and Molecular Medicine, University of CaliforniaDepartment of Preventive Medicine, Northwestern University Feinberg School of MedicineDivision of Public Health Sciences, Fred Hutchinson Cancer Research CenterDepartments of Epidemiology and Pathology and Laboratory Medicine, Brown UniversityDepartment of Epidemiology, School of Public Health, University of WashingtonDivision of Public Health Sciences, Fred Hutchinson Cancer Research CenterAbstract 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.http://link.springer.com/article/10.1186/s12881-020-01172-1Bladder cancer risk SNPsDNA methylationBladder cancerMediation analysis
collection DOAJ
language English
format Article
sources DOAJ
author Kristina M. Jordahl
Amanda I. Phipps
Timothy W. Randolph
Lesley F. Tinker
Rami Nassir
Lifang Hou
Garnet L. Anderson
Karl T. Kelsey
Emily White
Parveen Bhatti
spellingShingle Kristina M. Jordahl
Amanda I. Phipps
Timothy W. Randolph
Lesley F. Tinker
Rami Nassir
Lifang Hou
Garnet L. Anderson
Karl T. Kelsey
Emily White
Parveen Bhatti
Mediation by differential DNA methylation of known associations between single nucleotide polymorphisms and bladder cancer risk
BMC Medical Genetics
Bladder cancer risk SNPs
DNA methylation
Bladder cancer
Mediation analysis
author_facet Kristina M. Jordahl
Amanda I. Phipps
Timothy W. Randolph
Lesley F. Tinker
Rami Nassir
Lifang Hou
Garnet L. Anderson
Karl T. Kelsey
Emily White
Parveen Bhatti
author_sort Kristina M. Jordahl
title 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_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_sort mediation by differential dna methylation of known associations between single nucleotide polymorphisms and bladder cancer risk
publisher BMC
series BMC Medical Genetics
issn 1471-2350
publishDate 2020-11-01
description Abstract 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.
topic Bladder cancer risk SNPs
DNA methylation
Bladder cancer
Mediation analysis
url http://link.springer.com/article/10.1186/s12881-020-01172-1
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