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

被引:93
|
作者
Liggett, Thomas E. [2 ]
Melnikov, Anatoliy [1 ]
Yi, Qilong [3 ]
Replogle, Charles [3 ]
Hu, Wei [4 ]
Rotmensch, Jacob [5 ]
Kamat, Aparna [4 ]
Sood, Anil K. [4 ]
Levenson, Victor [1 ]
机构
[1] Rush Univ, Med Ctr, Dept Radiat Oncol, Chicago, IL 60612 USA
[2] Rush Univ, Med Ctr, Dept Neurol Sci, Multiple Sclerosis Ctr, Chicago, IL 60612 USA
[3] ScienceDocs Inc, Portland, OR 97225 USA
[4] Univ Texas Houston, MD Anderson Canc Ctr, Dept Gynecol Oncol, Houston, TX 77030 USA
[5] Rush Univ, Med Ctr, Gynecol Canc Ctr, Chicago, IL 60612 USA
关键词
Cell-free plasma DNA; Methylation; Ovarian; Benign; Malignant; CYTOREDUCTIVE SURGERY; BRCA1; PROMOTER; CA125; LEVELS; CPG ISLAND; CANCER; SURVIVAL; RASSF1A; HYPERMETHYLATION; INACTIVATION; ULTRASOUND;
D O I
10.1016/j.ygyno.2010.09.019
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
引用
收藏
页码:113 / 120
页数:8
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