Objective. Epithelial ovarian carcinoma (OvCa) is rarely detected early, and it is also difficult to determine whether an adnexal mass is benign or malignant. Previously, we noted differences in methylation patterns of cell-free plasma DNA (cfpDNA) in women without disease compared to patients with OvCa. In this work, we investigated whether methylation patterns of cfpDNA can differentiate between benign and malignant tumors. Methods. Methylation patterns in cfpDNA were determined in three cohorts (30 samples each) using a microarray-based assay (MethDet 56). Principal component analysis, supervised clustering, linear discrimination analysis, and 25 rounds of 5-fold cross-validation were used to determine informative genes and assess the sensitivity and specificity of differentiating between OvCa vs. healthy control (HC), benign ovarian disease (mostly serous cystadenoma, BOD) vs. HC, and OvCa vs. BUD samples. Results. Differential methylation of three promoters (RASSF1A, CALCA, and EP300) differentiated between OvCa vs. HC with a sensitivity of 90.0% and a specificity of 86.7%. Three different promoters (BRCA1, CALCA, and CDKN1C) were informative for differentiating between BUD vs. HC, with a sensitivity of 90.0% and a specificity of 76.7%. Finally, two promoters (RASSF1A and PGR-PROX) were informative for differentiating between OvCa vs. BUD, with a sensitivity of 80.0% and a specificity of 73.3%. Conclusions. This proof-of-principle data show that differential methylation of promoters in cfpDNA may be a useful biomarker to differentiate between certain benign and malignant ovarian tumors. (C) 2010 Elsevier Inc. All rights reserved.
机构:
State Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking UniversityState Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking University
Hu Zeng
Bo He
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Synthetic and Functional Biomolecules Center,College of Chemistry and Molecular Engineering,Peking UniversityState Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking University
Bo He
Chengqi Yi
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State Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking University
Synthetic and Functional Biomolecules Center,College of Chemistry and Molecular Engineering,Peking University
Peking-Tsinghua Center for Life Sciences,Academy for Advanced Interdisciplinary Studies,Peking UniversityState Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking University
Chengqi Yi
Jinying Peng
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State Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking UniversityState Key Laboratory of Protein and Plant Gene Research,School of Life Sciences,Peking University
机构:
Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
An, Shejuan
McCortney, Kathleen
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Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
McCortney, Kathleen
Walshon, Jordain
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Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
Walshon, Jordain
Leonard, Kaethe
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Ann & Robert H Lurie Childrens Hosp, Div Pediat Neurosurg, Chicago, IL USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
Leonard, Kaethe
Wray, Brian
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Northwestern Univ, Lurie Canc Ctr, Feinberg Sch Med, Quantitat Data Sci Core, Chicago, IL USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
Wray, Brian
McCord, Matthew
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Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
McCord, Matthew
DeCuypere, Michael
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Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA
Ann & Robert H Lurie Childrens Hosp, Div Pediat Neurosurg, Chicago, IL USANorthwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USA