Estimating risk of endometrial malignancy and other intracavitary uterine pathology in women without abnormal uterine bleeding using IETA-1 multinomial regression model: validation study

被引:0
|
作者
Heremans, R. [1 ,2 ]
Wynants, L. [2 ,3 ]
Valentin, L. [4 ,5 ]
Leone, F. P. G. [6 ]
Pascual, M. A. [7 ]
Fruscio, R. [8 ]
Testa, A. C. [9 ]
Buonomo, F. [10 ]
Guerriero, S. [11 ]
Epstein, E. [12 ,13 ]
Bourne, T. [2 ,14 ]
Timmerman, D. [1 ,2 ]
Van den Bosch, T. [1 ,2 ,15 ]
机构
[1] Univ Hosp Leuven, Dept Obstet & Gynecol, Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Dev & Regenerat, Leuven, Belgium
[3] Maastricht Univ, CAPHRI Care & Publ Hlth Res Inst, Dept Epidemiol, Maastricht, Netherlands
[4] Lund Univ, Skane Univ Hosp Malmo, Dept Obstet & Gynecol, Malmo, Sweden
[5] Lund Univ, Dept Clin Sci Malmo, Malmo, Sweden
[6] Clin Sci Inst Luigi Sacco, Dept Obstet & Gynecol, Milan, Italy
[7] Hosp Univ Dexeus, Dept Obstet Gynecol & Reprod, Barcelona, Spain
[8] Univ Milano Bicocca, Fdn IRCCS San Gerardo dei Tontori, Dept Med & Surg, UOC Gynecol, Monza, Italy
[9] Fdn Policlin Univ A Gemelli, Dipartimento Sci Salute Donna Bambino & Sanit Pubb, IRCCS, I-00168 Rome, Italy
[10] IRCCS Burlo Garofolo, Inst Maternal & Child Hlth, Trieste, Italy
[11] Univ Cagliari, Policlin Univ Duilio Casula, Dept Obstet & Gynecol, Cagliari, Italy
[12] Karolinska Inst, Dept Clin Sci & Educ, Stockholm, Sweden
[13] Soder Sjukhuset, Dept Obstet & Gynecol, Stockholm, Sweden
[14] Imperial Coll London, Queen Charlottes & Chelsea Hosp, Dept Obstet & Gynaecol, London, England
[15] Univ Hosp KU Leuven, Dept Obstet & Gynecol, Herestr 49, B-3000 Leuven, Belgium
关键词
asymptomatic disease; decision support techniques; diagnosis; endometrial neoplasms; endometrium; incidental findings; ultrasonography; ASYMPTOMATIC POSTMENOPAUSAL WOMEN; THICKNESS; CANCER; ACCURACY; DISEASE;
D O I
10.1002/uog.27530
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Objectives To assess the ability of the International Endometrial Tumor Analysis (IETA)-1 polynomial regression model to estimate the risk of endometrial cancer (EC) and other intracavitary uterine pathology in women without abnormal uterine bleeding. Methods This was a retrospective study, in which we validated the IETA-1 model on the IETA-3 study cohort (n = 1745). The IETA-3 study is a prospective observational multicenter study. It includes women without vaginal bleeding who underwent a standardized transvaginal ultrasound examination in one of seven ultrasound centers between January 2011 and December 2018. The ultrasonography was performed either as part of a routine gynecological examination, during follow-up of non-endometrial pathology, in the work-up before fertility treatment or before treatment for uterine prolapse or ovarian pathology. Ultrasonographic findings were described using IETA terminology and were compared with histology, or with results of clinical and ultrasound follow-up of at least 1 year if endometrial sampling was not performed. The IETA-1 model, which was created using data from patients with abnormal uterine bleeding, predicts four histological outcomes: (1) EC or endometrial intraepithelial neoplasia (EIN); (2) endometrial polyp or intracavitary myoma; (3) proliferative or secretory endometrium, endometritis, or endometrial hyperplasia without atypia; and (4) endometrial atrophy. The predictors in the model are age, body mass index and seven ultrasound variables (visibility of the endometrium, endometrial thickness, color score, cysts in the endometrium, non-uniform echogenicity of the endometrium, presence of a bright edge, presence of a single dominant vessel). We analyzed the discriminative ability of the model (area under the receiver-operating-characteristics curve (AUC); polytomous discrimination index (PDI)) and evaluated calibration of its risk estimates (observed/expected ratio). Results The median age of the women in the IETA-3 cohort was 51 (range, 20-85) years and 51% (887/1745) of the women were postmenopausal. Histology showed EC or EIN in 29 (2%) women, endometrial polyps or intracavitary myomas in 1094 (63%), proliferative or secretory endometrium, endometritis, or hyperplasia without atypia in 144 (8%) and endometrial atrophy in 265 (15%) women. The endometrial sample had insufficient material in five (0.3%) cases. In 208 (12%) women who did not undergo endometrial sampling but were followed up for at least 1 year without clinical or ultrasound signs of endometrial malignancy, the outcome was classified as benign. The IETA-1 model had an AUC of 0.81 (95% CI, 0.73-0.89, n = 1745) for discrimination between malignant (EC or EIN) and benign endometrium, and the observed/expected ratio for EC or EIN was 0.51 (95% CI, 0.32-0.82). The model was able to categorize the four histological outcomes with considerable accuracy: the PDI of the model was 0.68 (95% CI, 0.62-0.73) (n = 1532). The IETA-1 model discriminated very well between endometrial atrophy and all other intracavitary uterine conditions, with an AUC of 0.96 (95% CI, 0.95-0.98). Including only patients in whom the endometrium was measurable (n = 1689), the model's AUC was 0.83 (95% CI, 0.75-0.91), compared with 0.62 (95% CI, 0.52-0.73) when using endometrial thickness alone to predict malignancy (difference in AUC, 0.21; 95% CI, 0.08-0.32). In postmenopausal women with measurable endometrial thickness (n = 848), the IETA-1 model gave an AUC of 0.81 (95% CI, 0.71-0.91), while endometrial thickness alone gave an AUC of 0.70 (95% CI, 0. 60-0.81) (difference in AUC, 0.11; 95% CI, 0.01-0.20). Conclusion The IETA-1 model discriminates well between benign and malignant conditions in the uterine cavity in patients without abnormal bleeding, but it overestimates the risk of malignancy. It also discriminates well between the four histological outcome categories. (c) 2023 International Society of Ultrasound in Obstetrics and Gynecology.
引用
收藏
页码:556 / 563
页数:8
相关论文
共 15 条
  • [1] The Risk of Endometrial Malignancy and Other Endometrial Pathology in Women with Abnormal Uterine Bleeding: An Ultrasound-Based Model Development Study by the IETA Group
    Wynants, Laure
    Verbakel, Jan Yvan Jos
    Valentin, Lil
    De Cock, Bavo
    Pascual, M. Angela
    Leone, Francesco P. G.
    Sladkevicius, Povilas
    Heremans, Ruben
    Alcazar, Juan Luis
    Votino, Angelo
    Fruscio, Robert
    Epstein, Elisabeth
    Bourne, Tom
    Calster, Ben Van
    Timmerman, Dirk
    Van den Bosch, Thierry
    [J]. GYNECOLOGIC AND OBSTETRIC INVESTIGATION, 2022, 87 (01) : 54 - 61
  • [2] Ultrasound features of endometrial pathology in women without abnormal uterine bleeding: results from the International Endometrial Tumor Analysis study (IETA3)
    Heremans, R.
    Van Den Bosch, T.
    Valentin, L.
    Wynants, L.
    Pascual, M. A.
    Fruscio, R.
    Testa, A. C.
    Buonomo, F.
    Guerriero, S.
    Epstein, E.
    Bourne, T.
    Timmerman, D.
    Leone, F. P. G.
    [J]. ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2022, 60 (02) : 243 - 255
  • [3] Risk assessment for endometrial cancer in women with abnormal vaginal bleeding: Results from the prospective IETA-1 cohort study
    Verbakel, Jan Yvan
    Heremans, Ruben
    Wynants, Laure
    Epstein, Elisabeth
    De Cock, Bavo
    Pascual, Maria Angela
    Leone, Francesco Paolo Giuseppe
    Sladkevicius, Povilas
    Alcazar, Juan Luis
    Van Pachterbeke, Catherine
    Jokubkiene, Ligita
    Fruscio, Robert
    Bourne, Tom
    Van Calster, Ben
    Timmerman, Dirk
    Van den Bosch, Thierry
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2022, 159 (01) : 103 - 110
  • [4] Development and Validation of a Nomogram Prediction Model for Endometrial Malignancy in Patients with Abnormal Uterine Bleeding
    Ruan, Hengchao
    Chen, Suhan
    Li, Jingyi
    Ma, Linjuan
    Luo, Jie
    Huang, Yizhou
    Ying, Qian
    Zhou, Jianhong
    [J]. YONSEI MEDICAL JOURNAL, 2023, 64 (03) : 197 - 203
  • [5] Risk stratification for endometrial hyperplasia and malignancy in women age ≤ 45 with abnormal uterine bleeding
    Patel, A.
    McCann, G.
    Mankus, E.
    [J]. AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2022, 226 (03) : S1318 - S1318
  • [6] Risk stratification for endometrial hyperplasia and malignancy in women age ≤45 with abnormal uterine bleeding
    Patel, Anjali
    McCann, Georgia
    Mankus, Erin
    [J]. GYNECOLOGIC ONCOLOGY, 2022, 166 : S199 - S199
  • [7] Value of endometrial thickness measurement for diagnosing focal intrauterine pathology in women without abnormal uterine bleeding
    Dreisler, E.
    Sorensen, S. Stampe
    Ibsen, P. H.
    Lose, G.
    [J]. ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2009, 33 (03) : 344 - 348
  • [8] Rate of Significant Endometrial Pathology in Women at Low Risk for Endometrial Hyperplasia or Cancer Presenting with Abnormal Uterine Bleeding
    Sattanakho, Pattarawadee
    Kleebkaow, Pilaiwan
    Sangkomkumhang, Ussanee
    Booranabunyat, Sukjai
    Buppasiri, Pranom
    [J]. PRAGMATIC AND OBSERVATIONAL RESEARCH, 2020, 11 : 13 - 18
  • [9] Typical ultrasound features of various endometrial pathologies described using International Endometrial Tumor Analysis (IETA) terminology in women with abnormal uterine bleeding
    Van den Bosch, T.
    Verbakel, J. Y.
    Valentin, L.
    Wynants, L.
    De Cock, B.
    Pascual, M. A.
    Leone, F. P. G.
    Sladkevicius, P.
    Alcazar, J. L.
    Votino, A.
    Fruscio, R.
    Lanzani, C.
    Van Holsbeke, C.
    Rossi, A.
    Jokubkiene, L.
    Kudla, M.
    Jakab, A.
    Domali, E.
    Epstein, E.
    Van Pachterbeke, C.
    Bourne, T.
    Van Calster, B.
    Timmerman, D.
    [J]. ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2021, 57 (01) : 164 - 172
  • [10] Endometrial Cut Off Thickness as Predictor of Endometrial Pathology in Perimenopausal Women with Abnormal Uterine Bleeding: A Cross-Sectional Study
    Kumari, Prity
    Gaikwad, Harsha S.
    Nath, Banashree
    [J]. OBSTETRICS AND GYNECOLOGY INTERNATIONAL, 2022, 2022