Ovarian malignancy risk stratification of the adnexal mass using a multivariate index assay

被引:107
作者
Bristow, Robert E. [1 ]
Smith, Alan [2 ]
Zhang, Zhen [3 ]
Chan, Daniel W. [3 ]
Crutcher, Gillian [4 ]
Fung, Eric T. [4 ]
Munroe, Donald G. [5 ]
机构
[1] Univ Calif Irvine, Med Ctr, Orange, CA 92868 USA
[2] Appl Clin Intelligence, Bala Cynwyd, PA USA
[3] Johns Hopkins Med Inst, Baltimore, MD 21205 USA
[4] Vermillion Inc, Mountain View, CA USA
[5] Vermillion Inc, Austin, TX USA
关键词
Ovarian malignancy; Risk stratification; GYNECOLOGIC ONCOLOGISTS; CANCER TREATMENT; CARE; PATTERNS; WOMEN; SURVIVAL; SURGERY; VALIDATION; GUIDELINES; MANAGEMENT;
D O I
10.1016/j.ygyno.2012.11.022
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Objective. To validate the effectiveness of a multivariate index assay in identifying ovarian malignancy compared to clinical assessment and CA125-II, among women undergoing surgery for an adnexal mass after enrollment by non-gynecologic oncology providers. Methods. A prospective, multi-institutional trial enrolled female patients scheduled to undergo surgery for an adnexal mass from 27 non-gynecologic oncology practices. Pre-operative serum samples and physician assessment of ovarian cancer risk were correlated with final surgical pathology. Results. A total of 494 subjects were evaluable for multivariate index assay, CA125-II, and clinical impression. Overall, 92 patients (18.6%) had a pelvic malignancy. Primary ovarian cancer was diagnosed in 65 patients (13.2%), with 43.1% having FIGO stage I disease. For all ovarian malignancies, the sensitivity of the multivariate index assay was 95.7% (95%CI = 89.3-983) when combined with clinical impression. The multivariate index assay correctly predicted ovarian malignancy in 91.4% (95%CI = 77.6-97.0) of cases of early-stage disease, compared to 65.7% (95%CI = 49.2-79.2) for CA125-II. The multivariate index assay correctly identified 83.3% malignancies missed by clinical impression and 70.8% cases missed by CA125-II. Multivariate index assay was superior in predicting the absence of an ovarian malignancy, with a negative predictive value of 98.1% (95%CI = 95.2-99.2). Both clinical impression and CA125-II were more accurate at identifying benign disease. The multivariate index assay correctly predicted benign pathology in 204 patients (50.7%, 95%CI = 45.9-55.6) when combined with clinical impression. Conclusion. The multivariate index assay demonstrated higher sensitivity and negative predictive value for ovarian malignancy compared to clinical impression and CA125-II in an intended-use population of non-gynecologic oncology practices. (c) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:252 / 259
页数:8
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