Distinctive DNA methylation patterns of cell-free plasma DNA in women with malignant ovarian tumors

Thomas E. Liggett, Anatoliy Melnikov, Qilong Yi, Charles Replogle, Wei Hu, Jacob Rotmensch, Aparna Kamat, Anil K. Sood, Victor Levenson

Research output: Contribution to journalArticle

76 Scopus citations

Abstract

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. BOD 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 BOD 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. BOD, 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. Research Highlights: ▶ Methylation patterns in cell-free DNA from blood can detect ovarian tumors ▶ These patterns are different in patients with benign and malignant tumors ▶ Methylation of blood DNA can be used for differential diagnosis of ovarian cancer

Original languageEnglish (US)
Pages (from-to)113-120
Number of pages8
JournalGynecologic oncology
Volume120
Issue number1
DOIs
StatePublished - Jan 2011

Keywords

  • Benign
  • Cell-free plasma DNA
  • Malignant
  • Methylation
  • Ovarian

ASJC Scopus subject areas

  • Obstetrics and Gynecology
  • Oncology

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