Epigenetic markers of multiple myeloma risk in peripheral blood DNA
Principal Investigator
Name
Kathryn Barry
Degrees
Ph.D., M.P.H.
Institution
University of Maryland School of Medicine
Position Title
Assistant Professor
Email
About this CDAS Project
Study
PLCO
(Learn more about this study)
Project ID
2015-0058
Initial CDAS Request Approval
Mar 9, 2015
Title
Epigenetic markers of multiple myeloma risk in peripheral blood DNA
Summary
Global DNA hypomethylation and gene-specific hypermethylation have been observed in multiple myeloma. However, it is unknown whether altered DNA methylation levels in peripheral blood DNA are associated with the subsequent risk of developing multiple myeloma. We propose to conduct a prospective study to investigate DNA methylation levels at specific CpG sites throughout the genome in relation to the risk of multiple myeloma using pre-diagnostic blood samples from 200 cases and 400 controls in the Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial. We will quantify DNA methylation levels at specific CpG sites using the Illumina Infinium HumanMethylation450 BeadChip. We will use principal components analysis to evaluate the association between global DNA methylation across all evaluated CpG sites and the risk of multiple myeloma. Additionally, we will conduct separate logistic regression models for each CpG site to identify individual sites whose methylation levels are associated with risk. We will also use clustering analysis to identify DNA methylation signatures associated with risk. By evaluating a large number of specific CpG sites in this epigenome-wide study, we anticipate that our findings may provide important insights about mechanisms of myelomagenesis and may also suggest targets for the prevention or treatment of multiple myeloma.
Aims
The aim of the proposed study is to prospectively evaluate the association between DNA methylation levels at CpG sites throughout the genome in peripheral blood DNA and the risk of multiple myeloma.
Collaborators
Gabriella Andreotti (DCEG)
Jonathan Hofmann (DCEG)
Kathryn Barry (University of Maryland School of Medicine)
Lee Moore (DCEG)
Michael Alavanja (DCEG)
Jianxin Shi (DCEG)
Sonja Berndt (DCEG)