Assessment of protein biomarkers for preoperative differential diagnosis between benign and malignant ovarian tumors

被引:10
作者
Landolfo, C. [1 ,2 ,3 ,4 ]
Achten, E. T. L. [2 ]
Ceusters, J. [2 ]
Baert, T. [2 ,5 ]
Froyman, W. [3 ,6 ]
Heremans, R. [3 ,6 ]
Vanderstichele, A. [7 ,8 ]
Thirion, G. [2 ]
Van Hoylandt, A. [2 ]
Claes, S. [9 ]
Oosterlynck, J. [10 ]
Van Rompuy, A. S. [11 ]
Schols, D. [9 ]
Billen, J. [10 ]
Van Calster, B. [3 ,12 ]
Bourne, T. [3 ,4 ,6 ]
Van Gorp, T. [6 ,7 ,8 ]
Vergote, I. [7 ,8 ]
Timmerman, D. [3 ,6 ]
Coosemans, A. [2 ]
机构
[1] IRCCS, Fdn Policlin Univ Agostino Gemelli, Dipartimento Sci Salute Donna Bambino & Sanita Pu, Rome, Italy
[2] Katholieke Univ Leuven, ImmunOvar Res Grp, Lab Tumor Immunol & Immunotherapy, Dept Oncol, Leuven, Belgium
[3] Katholieke Univ Leuven, Dept Dev & Regenerat, Leuven, Belgium
[4] Imperial Coll, Queen Charlottes & Chelsea Hosp, London, England
[5] Ev Kliniken Essen Mitte KEM, Dept Gynecol & Gynecol Oncol, Essen, Germany
[6] Univ Hosp Leuven, Dept Obstet & Gynecol, Leuven, Belgium
[7] Univ Hosp Leuven, Leuven Canc Inst, Dept Gynecol & Obstet, Leuven, Belgium
[8] Katholieke Univ Leuven, Lab Gynecol Oncol, Dept Oncol, Leuven, Belgium
[9] Rega Inst, Lab Virol & Chemotherapy, Dept Microbiol Immunol & Transplantat, Leuven, Belgium
[10] Univ Hosp Leuven, Dept Lab Med, Leuven, Belgium
[11] Univ Hosp Leuven, Dept Pathol, Leuven, Belgium
[12] Leiden Univ, Med Ctr, Dept Biomed Data Sci, Leiden, Netherlands
基金
比利时弗兰德研究基金会;
关键词
Ovarian neoplasms; Ovarian cancer; Diagnosis; Tumor markers; Immunosuppression; INFLAMMATORY MARKERS; CANCER-RISK; HE-4; CA125;
D O I
10.1016/j.ygyno.2020.09.025
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objective. To estimate the diagnostic value of tumor and immune related proteins in the discrimination between benign and malignant adnexal masses, and between different subgroups of tumors. Methods. In this exploratory diagnostic study, 254 patients with an adnexal mass scheduled for surgery were consecutively enrolled at the University Hospitals Leuven (128 benign, 42 borderline, 22 stage I, 55 stage II-IV, and 7 secondary metastatic tumors). The quantification of 33 serum proteins was done preoperatively, using multiplex high throughput immunoassays (Luminex) and electrochemiluminescence immuno-assay (ECLIA). We calculated univariable areas under the Receiver Operating Characteristic Curves (AUCs). To discriminate malignant from benign tumors, multivariable ridge logistic regression with backward elimination was performed, using bootstrapping to validate the resulting AUCs. Results. CA125 had the highest univariable AUC to discriminate malignant from benign tumors (0.85, 95% confidence interval 0.79-0.89). Combining CA125 with CA72.4 and HE4 increased the AUC to 0.87. For benign vs borderline tumors, CA125 had the highest univariable AUC (0.74). For borderline vs stage I malignancy, no proteins were promising. For stage I vs II-IV malignancy, CA125, HE4, CA72.4, CA15.3 and LAP had univariable AUCs >= 0.80. Conclusions. The results confirm the dominant role of CA125 for identifying malignancy, and suggest that other markers (HE4, CA72.4, CA15.3 and LAP) may help to distinguish between stage I and stage II-IV malignancies. However, further research is needed, also to investigate the added value over clinical and ultrasound predictors of malignancy, focusing on the differentiation between subtypes of malignancy. (C) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页码:811 / 819
页数:9
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