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An Epigenetic Signature in Peripheral Blood Predicts Active Ovarian Cancer
- Source :
- PLoS ONE, PLoS ONE, Vol 4, Iss 12, p e8274 (2009)
- Publication Year :
- 2009
- Publisher :
- Public Library of Science (PLoS), 2009.
-
Abstract
- BACKGROUND:Recent studies have shown that DNA methylation (DNAm) markers in peripheral blood may hold promise as diagnostic or early detection/risk markers for epithelial cancers. However, to date no study has evaluated the diagnostic and predictive potential of such markers in a large case control cohort and on a genome-wide basis. PRINCIPAL FINDINGS:By performing genome-wide DNAm profiling of a large ovarian cancer case control cohort, we here demonstrate that active ovarian cancer has a significant impact on the DNAm pattern in peripheral blood. Specifically, by measuring the methylation levels of over 27,000 CpGs in blood cells from 148 healthy individuals and 113 age-matched pre-treatment ovarian cancer cases, we derive a DNAm signature that can predict the presence of active ovarian cancer in blind test sets with an AUC of 0.8 (95% CI (0.74-0.87)). We further validate our findings in another independent set of 122 post-treatment cases (AUC = 0.76 (0.72-0.81)). In addition, we provide evidence for a significant number of candidate risk or early detection markers for ovarian cancer. Furthermore, by comparing the pattern of methylation with gene expression data from major blood cell types, we here demonstrate that age and cancer elicit common changes in the composition of peripheral blood, with a myeloid skewing that increases with age and which is further aggravated in the presence of ovarian cancer. Finally, we show that most cancer and age associated methylation variability is found at CpGs located outside of CpG islands. SIGNIFICANCE:Our results underscore the potential of DNAm profiling in peripheral blood as a tool for detection or risk-prediction of epithelial cancers, and warrants further in-depth and higher CpG coverage studies to further elucidate this role.
- Subjects :
- Oncology
Aging
medicine.medical_specialty
Myeloid
Colorectal cancer
lcsh:Medicine
Biology
Epigenesis, Genetic
03 medical and health sciences
0302 clinical medicine
Breast cancer
Genetics and Genomics/Epigenetics
Internal medicine
medicine
Cluster Analysis
Humans
Genetic Predisposition to Disease
Epigenetics
lcsh:Science
Genetics and Genomics/Cancer Genetics
030304 developmental biology
Ovarian Neoplasms
0303 health sciences
Multidisciplinary
Genetics and Genomics/Functional Genomics
lcsh:R
dNaM
Genetics and Genomics/Bioinformatics
DNA Methylation
medicine.disease
3. Good health
medicine.anatomical_structure
CpG site
030220 oncology & carcinogenesis
Oncology/Gynecological Cancers
DNA methylation
Immunology
lcsh:Q
CpG Islands
Female
Ovarian cancer
Research Article
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....ec652a3ebd35aec825ff386b7e167aeb
- Full Text :
- https://doi.org/10.1371/journal.pone.0008274