Evaluating the risk of ovarian cancer before surgery using the ADNEX model: a multicentre external validation study

被引:76
作者
Sayasneh, A. [1 ,2 ]
Ferrara, L. [3 ,4 ]
De Cock, B. [5 ]
Saso, S. [3 ]
Al-Memar, M. [3 ]
Johnson, S. [6 ]
Kaijser, J. [7 ]
Carvalho, J. [3 ]
Husicka, R. [3 ]
Smith, A. [8 ]
Stalder, C. [3 ]
Blanco, M. C. [4 ]
Ettore, G. [4 ]
Van Calster, B. [5 ]
Timmerman, D. [5 ,9 ]
Bourne, T. [1 ,3 ,5 ]
机构
[1] Imperial Coll London, Dept Surg & Canc, Hammersmith Campus,Du Cane Rd, London W12 0HS, England
[2] Guys & St Thomas Hosp, Dept Obstet & Gynaecol, Westminster Bridge Rd, London SE1 7EH, England
[3] Imperial Coll London, Queen Charlottes & Chelsea Hosp, Early Pregnancy & Acute Gynecol Unit, Du Cane Rd, London W12 0HS, England
[4] Garibaldi Nesima Hosp, Dept Obstet & Gynecol, Via Palermo 636, I-95122 Catania, Italy
[5] Katholieke Univ Leuven, Dept Dev & Regenerat, Herestr 49,Box 805, B-3000 Louvain, Belgium
[6] Southampton Univ Hosp, Princess Anne Hosp, Southampton SO16 5YA, Hants, England
[7] Ikazia Ziekenhuis Rotterdam, Dept Obstet & Gynecol, Montessoriweg 1, NL-3083 AN Rotterdam, Netherlands
[8] Imperial Coll London, Queen Charlottes & Chelsea Hosp, Ultrasound Scan Dept, Du Cane Rd, London W12 0HS, England
[9] Univ Hosp Leuven, Dept Obstet & Gynecol, Herestr 49,Box 7003, B-3000 Louvain, Belgium
关键词
diagnostic imaging; ovarian neoplasm; statistical models; ultrasonography; PREDICTION MODELS; REGRESSION; BENIGN; TUMOR; DISTINGUISH; BORDERLINE; MASSES; RULES;
D O I
10.1038/bjc.2016.227
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The International Ovarian Tumour Analysis (IOTA) group have developed the ADNEX (The Assessment of Different NEoplasias in the adneXa) model to predict the risk that an ovarian mass is benign, borderline, stage I, stages II-IV or metastatic. We aimed to externally validate the ADNEX model in the hands of examiners with varied training and experience. Methods: This was a multicentre cross-sectional cohort study for diagnostic accuracy. Patients were recruited from three cancer centres in Europe. Patients who underwent transvaginal ultrasonography and had a histological diagnosis of surgically removed tissue were included. The diagnostic performance of the ADNEX model with and without the use of CA125 as a predictor was calculated. Results: Data from 610 women were analysed. The overall prevalence of malignancy was 30%. The area under the receiver operator curve (AUC) for the ADNEX diagnostic performance to differentiate between benign and malignant masses was 0.937 (95% CI: 0.915-0.954) when CA125 was included, and 0.925 (95% CI: 0.902-0.943) when CA125 was excluded. The calibration plots suggest good correspondence between the total predicted risk of malignancy and the observed proportion of malignancies. The model showed good discrimination between the different subtypes. Conclusions: The performance of the ADNEX model retains its performance on external validation in the hands of ultrasound examiners with varied training and experience.
引用
收藏
页码:542 / 548
页数:7
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