A novel multiple biomarker panel for the early detection of high-grade serous ovarian carcinoma

被引:63
作者
Han, Chanhee [1 ]
Bellone, Stefania [1 ]
Siegel, Eric R. [2 ]
Altwerger, Gary [1 ]
Menderes, Gulden [1 ]
Bonazzoli, Elena [1 ]
Egawa-Takata, Tomomi [1 ]
Pettinella, Francesca [1 ]
Bianchi, Anna [1 ]
Riccio, Francesco [1 ]
Zammataro, Luca [1 ]
Yadav, Ghanshyam [1 ]
Marto, Jarrod A. [3 ,4 ]
Penet, Marie-France [5 ,6 ]
Levine, Douglas A. [7 ]
Drapkin, Ronny [8 ]
Patel, Abhijit [9 ]
Litkouhi, Babak [1 ]
Ratner, Elena [1 ]
Silasi, Dan-Arin [1 ]
Huang, Gloria S. [1 ]
Azodi, Masoud [1 ]
Schwartz, Peter E. [1 ]
Santin, Alessandro D. [1 ]
机构
[1] Yale Univ, Sch Med, Dept Obstet Gynecol & Reprod Sci, 333 Cedar St, New Haven, CT 06520 USA
[2] Univ Arkansas Med Sci, Dept Biostat, Little Rock, AR 72205 USA
[3] Dana Farber Canc Inst, Dept Canc Biol, Dept Oncol Pathol, Blais Prote Ctr, Boston, MA 02115 USA
[4] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[5] Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Div Canc Imaging Res, Baltimore, MD 21205 USA
[6] Johns Hopkins Univ, Sch Med, Sidney Kimmel Comprehens Canc Ctr, Baltimore, MD 21205 USA
[7] NYU Langone Hlth, Laura & Isaac Perlmutter Canc Ctr, Div Gynecol Oncol, New York, NY 10016 USA
[8] Univ Penn, Perelman Sch Med, Penn Ovarian Canc Res Ctr, Dept Obstet & Gynecol, Philadelphia, PA 19104 USA
[9] Yale Sch Med, Dept Therapeut Radiol, New Haven, CT 06510 USA
关键词
Biomarkers; Ovarian cancer; Serous ovarian cancer; Early detection; GENE-EXPRESSION PROFILES; MALIGNANCY ALGORITHM; COLLABORATIVE TRIAL; SIMPLE PLEX(TM); E-CADHERIN; CANCER; HE-4; RISK; CA125; DIAGNOSIS;
D O I
10.1016/j.ygyno.2018.03.050
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Introduction. Since the majority of patients are diagnosed at an advanced stage, ovarian cancer remains the most lethal gynecologic malignancy. There is no single biomarker with the sensitivity and specificity required for effective cancer screening; therefore, we investigated a panel of novel biomarkers for the early detection of high-grade serous ovarian carcinoma. Methods. Twelve serum biomarkers with high differential gene expression and validated antibodies were selected: IL-1Ra, IL-6, Dkk-1, uPA, E-CAD, ErbB2, SLPI, HE4, CA125, LCN2, MSLN, and OPN. They were tested using Simple Plex (TM), a multi-analyte immunoassay platform, in samples collected from 172 patients who were either healthy, had benign gynecologic pathologies, or had high-grade serous ovarian adenocarcinomas. The receiver operating characteristic (ROC) curve, ROC area under the curve (AUC), and standard error (SE) of the AUC were obtained. Univariate ROC analyses and multivariate ROC analyses with the combination of multiple biomarkers were performed. Results. The 4-marker panel consisting of CA125, HE4, E-CAD, and IL-6 had the highest ROC AUC. When evaluated for the ability to distinguish early stage ovarian cancer from a non-cancer control, not only did this 4-marker panel (AUC = 0.961) performed better than CA 125 alone (AUC = 0.851; P = 0.0150) and HE4 alone (AUC = 0.870; P = 0.0220), but also performed significantly better than the 2- marker combination of CA125 HE4 (AUC = 0.922; P = 0.0278). The 4-marker panel had the highest average sensitivity under the region of its ROC curve corresponding to specificity ranging from 100% down to-95%. Conclusion. The four-marker panel, CA125, HE4, E-CAD, and IL-6, shows potential in detecting serous ovarian cancer at earlier stages. Additional validation studies using the biomarker combination in ovarian cancer patients are warranted. (C) 2018 Elsevier Inc. All rights reserved.
引用
收藏
页码:585 / 591
页数:7
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