TY - JOUR
T1 - Distinctive DNA methylation patterns of cell-free plasma DNA in women with malignant ovarian tumors
AU - Liggett, Thomas E.
AU - Melnikov, Anatoliy
AU - Yi, Qilong
AU - Replogle, Charles
AU - Hu, Wei
AU - Rotmensch, Jacob
AU - Kamat, Aparna
AU - Sood, Anil K.
AU - Levenson, Victor
N1 - Funding Information:
This work was supported in part by grants from Marsha Rivkin Foundation , NIH ( R21RR024420 ) and DOD ( W81XWH0710505 ) to V. V. L. Portions of this work were supported by The University of Texas M. D. Anderson Cancer Center Specialized Program of Research Excellence (SPORE) in Ovarian Cancer ( P50 CA083639 ), the Silicon Valley Foundation , and the Betty Ann Asche Murray Distinguished Professorship to A. K. S.
PY - 2011/1
Y1 - 2011/1
N2 - 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
AB - 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
KW - Benign
KW - Cell-free plasma DNA
KW - Malignant
KW - Methylation
KW - Ovarian
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U2 - 10.1016/j.ygyno.2010.09.019
DO - 10.1016/j.ygyno.2010.09.019
M3 - Article
C2 - 21056906
AN - SCOPUS:78649907173
SN - 0090-8258
VL - 120
SP - 113
EP - 120
JO - Gynecologic oncology
JF - Gynecologic oncology
IS - 1
ER -