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Genome-wide DNA Methylation Measurements in Prostate Tissues Uncovers Novel Prostate Cancer Diagnostic Biomarkers and Transcription Factor Binding Patterns

Overview
Journal BMC Cancer
Publisher Biomed Central
Specialty Oncology
Date 2017 Apr 18
PMID 28412973
Citations 34
Authors
Affiliations
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Abstract

Background: Current diagnostic tools for prostate cancer lack specificity and sensitivity for detecting very early lesions. DNA methylation is a stable genomic modification that is detectable in peripheral patient fluids such as urine and blood plasma that could serve as a non-invasive diagnostic biomarker for prostate cancer.

Methods: We measured genome-wide DNA methylation patterns in 73 clinically annotated fresh-frozen prostate cancers and 63 benign-adjacent prostate tissues using the Illumina Infinium HumanMethylation450 BeadChip array. We overlaid the most significantly differentially methylated sites in the genome with transcription factor binding sites measured by the Encyclopedia of DNA Elements consortium. We used logistic regression and receiver operating characteristic curves to assess the performance of candidate diagnostic models.

Results: We identified methylation patterns that have a high predictive power for distinguishing malignant prostate tissue from benign-adjacent prostate tissue, and these methylation signatures were validated using data from The Cancer Genome Atlas Project. Furthermore, by overlaying ENCODE transcription factor binding data, we observed an enrichment of enhancer of zeste homolog 2 binding in gene regulatory regions with higher DNA methylation in malignant prostate tissues.

Conclusions: DNA methylation patterns are greatly altered in prostate cancer tissue in comparison to benign-adjacent tissue. We have discovered patterns of DNA methylation marks that can distinguish prostate cancers with high specificity and sensitivity in multiple patient tissue cohorts, and we have identified transcription factors binding in these differentially methylated regions that may play important roles in prostate cancer development.

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References
1.
Harrow J, Denoeud F, Frankish A, Reymond A, Chen C, Chrast J . GENCODE: producing a reference annotation for ENCODE. Genome Biol. 2006; 7 Suppl 1:S4.1-9. PMC: 1810553. DOI: 10.1186/gb-2006-7-s1-s4. View

2.
Gallagher W, Bergin O, Rafferty M, Kelly Z, Nolan I, Fox E . Multiple markers for melanoma progression regulated by DNA methylation: insights from transcriptomic studies. Carcinogenesis. 2005; 26(11):1856-67. DOI: 10.1093/carcin/bgi152. View

3.
Mahapatra S, Klee E, Young C, Sun Z, Jimenez R, Klee G . Global methylation profiling for risk prediction of prostate cancer. Clin Cancer Res. 2012; 18(10):2882-95. DOI: 10.1158/1078-0432.CCR-11-2090. View

4.
Pruitt K, Brown G, Hiatt S, Thibaud-Nissen F, Astashyn A, Ermolaeva O . RefSeq: an update on mammalian reference sequences. Nucleic Acids Res. 2013; 42(Database issue):D756-63. PMC: 3965018. DOI: 10.1093/nar/gkt1114. View

5.
Partin A, Van Neste L, Klein E, Marks L, Gee J, Troyer D . Clinical validation of an epigenetic assay to predict negative histopathological results in repeat prostate biopsies. J Urol. 2014; 192(4):1081-7. PMC: 4337855. DOI: 10.1016/j.juro.2014.04.013. View