Role of artificial intelligence applied to ultrasound in gynecology oncology: A systematic review.

The aim of this paper was to explore the role of artificial intelligence (AI) applied to ultrasound imaging in gynecology oncology. Web of Science, PubMed, and Scopus databases were searched. All studies were imported to RAYYAN QCRI software. The overall quality of the included studies was assessed using QUADAS-AI tool. Fifty studies were included, of these 37/50 (74.0%) on ovarian masses or ovarian cancer, 5/50 (10.0%) on endometrial cancer, 5/50 (10.0%) on cervical cancer, and 3/50 (6.0%) on other malignancies. Most studies were at high risk of bias for subject selection (i.e., sample size, source, or scanner model were not specified; data were not derived from open-source datasets; imaging preprocessing was not performed) and index test (AI models was not externally validated) and at low risk of bias for reference standard (i.e., the reference standard correctly classified the target condition) and workflow (i.e., the time between index test and reference standard was reasonable). Most studies presented machine learning models (33/50, 66.0%) for the diagnosis and histopathological correlation of ovarian masses, while others focused on automatic segmentation, reproducibility of radiomics features, improvement of image quality, prediction of therapy resistance, progression-free survival, and genetic mutation. The current evidence supports the role of AI as a complementary clinical and research tool in diagnosis, patient stratification, and prediction of histopathological correlation in gynecological malignancies. For example, the high performance of AI models to discriminate between benign and malignant ovarian masses or to predict their specific histology can improve the diagnostic accuracy of imaging methods.

Comparison of the ADNEX and ROMA risk prediction models for the diagnosis of ovarian cancer: a multicentre external validation in patients who underwent surgery.

BACKGROUND: Several diagnostic prediction models to help clinicians discriminate between benign and malignant adnexal masses are available. This study is a head-to-head comparison of the performance of the Assessment of Different NEoplasias in the adneXa (ADNEX) model with that of the Risk of Ovarian Malignancy Algorithm (ROMA). METHODS: This is a retrospective study based on prospectively included consecutive women with an adnexal tumour scheduled for surgery at five oncology centres and one non-oncology centre in four countries between 2015 and 2019. The reference standard was histology. Model performance for ADNEX and ROMA was evaluated regarding discrimination, calibration, and clinical utility. RESULTS: The primary analysis included 894 patients, of whom 434 (49%) had a malignant tumour. The area under the receiver operating characteristic curve (AUC) was 0.92 (95% CI 0.88-0.95) for ADNEX with CA125, 0.90 (0.84-0.94) for ADNEX without CA125, and 0.85 (0.80-0.89) for ROMA. ROMA, and to a lesser extent ADNEX, underestimated the risk of malignancy. Clinical utility was highest for ADNEX. ROMA had no clinical utility at decision thresholds <27%. CONCLUSIONS: ADNEX had better ability to discriminate between benign and malignant adnexal tumours and higher clinical utility than ROMA. CLINICAL TRIAL REGISTRATION: clinicaltrials.gov NCT01698632 and NCT02847832.

Comparison of clinical and ultrasound examinations in assessing the parametria in patients with deep infiltrating endometriosis: a multicentre prospective study.

RESEARCH QUESTION: How do clinical rectovaginal examination and transvaginal ultrasound examination perform in the diagnosis of parametrial infiltration in patients with endometriosis? DESIGN: This was a multicentre prospective observational study. Patients with suspected deep endometriosis at clinical examination and/or at ultrasound evaluation and scheduled for surgery were included. Following multicentre multidisciplinary meetings, consensus was obtained on terms and methodology to define the parametrium at pelvic anatomy, ultrasound and surgery. Sensitivity, specificity, accuracy, and positive and negative likelihood ratios were calculated for clinical and ultrasound examinations with respect to surgery. RESULTS: In total, 195 women were selected for the present study and 164 were included in the analysis. Ultrasound examination had good to high specificity (>80%) for all parameters, except the left lateral parametrium (78.8%). The sensitivity of ultrasound examination was good to high for fixity of the right and left ovaries, uterosacral ligaments, retrocervix and rectovaginal space; and low for the anterior and lateral parametria, vagina, bladder and bowel. Clinical examination had good to high specificity for fixity of the left ovary, anterior parametrium, right uterosacral ligament, retrocervix and vagina; and low specificity for fixity of the right ovary, lateral parametrium, left uterosacral ligament and rectovaginal space. The sensitivity of clinical examination was good for the uterosacral ligaments and rectovaginal space, and low for the remaining parameters. CONCLUSION: Ultrasound examination provided good specificity for all the parameters, but sensitivity was low for the anterior and lateral parametria. Clinical examination provided good specificity for the anterior and posterior parametria, but sensitivity was low for the anterior and lateral parametria. Further prospective studies are needed to validate this methodology and confirm the results.

Transvaginal ultrasound-guided biopsy in patients with suspicious primary advanced tubo-ovarian carcinoma.

OBJECTIVE: To assess the accuracy of pathological diagnosis by transvaginal ultrasound-guided biopsy versus surgery in patients with suspicious primary advanced tubo-ovarian carcinoma. The Feasibility, adequacy, and safety of the procedure were also evaluated. METHODS: Consecutive women with pre-operative suspicious primary advanced tubo-ovarian carcinoma presenting between July 2019 and September 2021 were enrolled. Accuracy was calculated including only cases who underwent surgery. Feasibility was defined as the number of cases in which ultrasound-guided biopsy was possible according to tumor characteristics (morphology and site). Adequacy was defined as the number of conclusive diagnoses out of the samples collected. Safety was defined by the number of major complications which were defined as hospitalization, surgery, and/or blood transfusion. RESULTS: A total of 278 patients were eligible for the study; 158 were enrolled, while 120 were excluded for logistic reasons or patient refusal. Ultrasound-guided biopsy was not feasible in 30 (19%) patients. The samples obtained in the remaining 128 patients were all adequate (100%), and no major complications were noted. A total of 26 (20%) patients started neoadjuvant chemotherapy on the basis of the diagnosis obtained by ultrasound, whereas 102 (80%) patients underwent surgery. Accuracy of ultrasound-guided biopsy versus surgery was 94% (96/102), with six false negative cases at ultrasound (6%). Site (prevesical peritoneum) and size (<8 mm) of the nodules resulted as major predictive factors for ultrasound-guided biopsy failure (false negative). Ultrasound-guided biopsy correctly identified 86 primary invasive tubo-ovarian carcinomas and 10 metastatic tumors. CONCLUSION: Ultrasound-guided biopsy is a feasible, safe, and accurate method to provide histological diagnosis in suspicious advanced tubo-ovarian cancer patients.

Diagnostic performance of ultrasound in assessing the extension of disease in advanced ovarian cancer.

BACKGROUND: Surgical exploration remains the gold standard for evaluating the extension of disease and predicting resectability. A laparoscopy-based scoring model was developed by Fagotti and colleagues in 2006 and updated in 2015, based on the intraoperative presence or absence of some specific cancer features. The model proved an overall accuracy rate of 77% to 100% and is considered the reference test for assessing resectability in our institution. OBJECTIVE: The primary aim of the study was to analyze the agreement between preoperative ultrasound examination and laparoscopic findings in assessing the extension of intraabdominal disease using 6 parameters described by Fagotti's score. STUDY DESIGN: This was a prospective single-center observational study. Between January 2019 and June 2020, consecutive patients with clinical or radiological suspicion of ovarian or peritoneal cancer were assessed with preoperative ultrasound examination and assigned a score based on the 6 Fagotti score parameters (great omentum, liver surface, lesser omentum/stomach/spleen, parietal peritoneum, diaphragms, bowel disease). Presence of mesenteral retraction of the small bowel and miliary carcinomatosis on the serosa were also evaluated. Each parameter was correlated with laparoscopic findings. Concordance was calculated between ultrasound and laparoscopic parameters using Cohen's kappa. RESULTS: Cohen's kappa ranged from 0.70 to 0.90 for carcinomatosis on the small or large bowel, supracolic omentum, liver surface, and diaphragms. Cohen's kappa test was lower for carcinomatosis on the parietal peritoneum (k=0.63) and on the lesser omentum or lesser curvature of the stomach or spleen (k=0.54). The agreement between ultrasound and surgical predictive index value (score) was k=0.74. For the evaluation of mesenteral retraction and miliary carcinomatosis, the agreement was low (k=0.57 and k=0.36, respectively). CONCLUSION: The results of ultrasound and laparoscopy in the assessment of intraabdominal tumor spread were in substantial agreement for almost all the parameters. Ultrasound examination can play a useful role in the preoperative management of patients with ovarian cancer when used in dedicated referral centers.

A Laparoscopic Adjusted Model Able to Predict the Risk of Intraoperative Capsule Rupture in Early-stage Ovarian Cancer: Laparoscopic Ovarian Cancer Spillage Score (LOChneSS Study).

STUDY OBJECTIVE: To identify preoperative/intraoperative patient and tumor characteristics associated with an increased risk of tumor spillage during minimally invasive surgery (MIS) for early-stage ovarian cancer (OC). The secondary end point was to develop a score system able to estimate the risk of tumor rupture during MIS. DESIGN: Retrospective observational study. SETTING: Patients with International Federation of Gynecology and Obstetrics stage I OC. PATIENTS: Patients aged ≥18 years old, with International Federation of Gynecology and Obstetrics stage IA to IC1 OC of any histology. INTERVENTIONS: Preoperative and intraoperative characteristics of patients treated with MIS for early-stage OC at Policlinico Universitario Agostino Gemelli, IRCCS in Rome, Italy, from January 1, 2001, to December 31, 2017, were collected. MEASUREMENTS AND MAIN RESULTS: A total of 151 patients were included. Previous pelvic surgery was more represented in patients with nonruptured tumors (46.0% vs 63.4%; p = .042). In addition, a larger tumor diameter (p <.001), a higher body mass index (p = .032), ultrasound characteristics (p = .029), and adhesions to large bowel (14% vs 2.0%; p = .003), uterus (44% vs 6.9%; p <.001), contralateral ovary (8.0% vs 0%; p = .004), ovarian fossa (64% vs 14.9%; p <.001), and pouch of Douglas peritoneum (32% vs 4.0%; p <.001) increased rupture rate. At multivariate analysis, a larger tumor diameter (p <.001) and adhesions to ovarian fossa peritoneum (p = .007) were independently associated with intraoperative cancer spillage and included in the score calculation. A disease-free survival (DFS) difference between the rupture group and the no-rupture group was detected (5-year DFS, 74.9% vs 94.4%; p = .011), with superimposable overall survival (5-year overall survival, 91.2% vs 97.9%; p = .089). CONCLUSION: Some preoperative/intraoperative characteristics increase the risk of tumor rupture during MIS for early-stage OC. A laparoscopic predictive model of capsule disruption could be considered to intraoperatively tailor surgical approach to prevent tumor spillage and avoid affecting patient's DFS.

Management of ovarian masses in pregnancy: patient selection for interventional treatment.

OBJECTIVE: The management of pregnant women with an adnexal tumor is still challenging and in the literature few data are available. The aim of this study was to describe the management and outcome of patients with ovarian masses detected during pregnancy. As secondary aims, we evaluated the prevalence of malignancy in the International Ovarian Tumor Analysis (IOTA) morphological classes of ovarian masses diagnosed during pregnancy, and created an algorithm for the management of patients with adnexal masses during pregnancy. METHODS: This was a retrospective single centered study including patients with adnexal masses detected at any trimester during pregnancy between January 2000 and December 2019. Clinical, ultrasound, surgical, and histological data were retrieved from medical records as well as information on management (ultrasound follow-up vs surgery). Indications for surgery were recorded in terms of suspicion of malignancy based on pattern recognition of the ultrasound examiner or on symptoms or prevention of complications, such as torsion, rupture, or obstacle to normal full-term pregnancy. All masses were described using IOTA terminology. RESULTS: A total of 113 patients were selected for the analysis. Of these, 48 (42%) patients had surveillance and 65 (58%) patients underwent surgery (11 primary ovarian tumors, one recurrence of ovarian cancer, four metastases to the ovary, 20 borderline tumors, and 29 benign lesions). Indications for surgery were suspicious malignancy in 41/65 (63.1%) cases and symptoms or prevention of complications in 24/65 (36.9%) cases. All patients in the surveillance group showed no morphological changes of the ovarian lesions at 6 months after delivery. According to the IOTA ultrasound morphological category, the prevalence of malignancy was 0% (0/37) in the unilocular cyst group, 27% (4/15) in the multilocular group, 35% (11/31) in the unilocular solid group, 70% (14/20) in the multilocular solid group, and 70% (7/10) in the solid group. Neither obstetric nor neonatal complications were reported for patients in the surveillance group or in those with benign, borderline, or primary epithelial invasive histology. In contrast, two neonatal deaths were observed in patients with ovarian choriocarcinoma and ovarian metastases. Three of the four patients with ovarian metastases died after pregnancy. CONCLUSIONS: IOTA ultrasound morphological classification seems useful in the characterization of ovarian masses during pregnancy. A clinical and morphological based algorithm for counseling patients has been designed.

Diagnostic performance of ultrasound in assessing the extension of the disease in patients with suspicion of malignant ovarian tumor: correlation between ultrasound parameters and Fagotti's score.

BACKGROUND: A radical surgical approach represents the mainstay treatment for gynecological malignancy, and preoperative staging of ovarian cancer is crucial. Ultrasound evaluation is widely recognized as the gold standard technique for the characterization of ovarian masses due to a high sensitivity for malignancy. In addition, its accuracy in defining intra-abdominal ovarian cancer spread has been previously proposed. PRIMARY OBJECTIVE: To analyze the agreement between preoperative ultrasound examination and laparoscopic findings in assessing the extension of intra-abdominal disease using six parameters as described by Fagotti's score. STUDY HYPOTHESIS: When performed by expert examiners, ultrasound can be an accurate technique to assess tumor spread in ovarian cancer and therefore to predict surgical resectability. TRIAL DESIGN: This is a single-center prospective observational study. Patients with clinical and/or radiological suspicion of advanced ovarian or peritoneal cancer will be assessed with preoperative ultrasound and assigned a score based on the six Fagotti's laparoscopic score parameters. Each parameter will then be correlated with laparoscopic findings. MAJOR INCLUSION/EXCLUSION CRITERIA: Eligible patients include women 18-75 years of age with clinical and/or imaging suggestive of advanced ovarian or peritoneal cancer, and an ECOG performance status 0-3. PRIMARY ENDPOINTS: Sensitivity and specificity of ultrasound in detecting carcinomatosis, using the parameters of Fagotti's score as a reference standard. Agreement between preoperative ultrasound examination and laparoscopic findings in assessing the extension of intra-abdominal disease as described in Fagotti's score. SAMPLE SIZE: 240 patients. ESTIMATE DATES FOR COMPLETING ACCRUAL AND PRESENTING RESULTS: The accrual started in January 2019. Enrollment should be completed approximately by October 2020 and the results will be analyzed by December 2020. TRIAL REGISTRATION: The study received the Ethical Committee approval on July 19 2018 (Protocol 28967/18 ID:2172).

Clinical and ultrasound characteristics of vaginal lesions.

OBJECTIVE: Ultrasound examination represents the most important diagnostic method to preoperatively assess gynecological diseases. However, the ultrasound characteristics of vaginal pathologies are poorly investigated. The aim of this study was to describe the clinical and ultrasound characteristics of vaginal lesions detected at ultrasound. METHODS: This was a single center, prospective, observational study including patients with vaginal masses examined from January 2017 to May 2019. Morphologic sonographic characteristics of the lesions were described as unilocular, multilocular, unilocular-solid, multilocular-solid, and solid. For the analysis, patients were grouped into a 'malignant group', including patients with confirmed malignancy at final histology, and a 'benign group', including patients with a confirmed benign pathology at final histology and patients without a histological diagnosis but with a lesion that manifested no changes during follow-up. RESULTS: 44 patients were enrolled. 22 (50%) of 44 lesions were benign: 12 (54.5%) of these underwent ultrasound follow-up and did not show any changes at the 12 month follow-up whereas 10 (45.5%) lesions had surgical excision which confirmed the benign nature. The remaining 22 (50%) of 44 lesions underwent surgery because of suspicion of malignancy: histology confirmed a malignancy in 20 (90.9%) of 22 cases. Benign lesions were described as follow: 11/24 (45.8%) unilocular, 3/24 (12.5%) multilocular with two locules, and 10/24 (41.7%) solid lesions. Malignant lesions were solid in 19/20 (95%) cases and multilocular-solid in 1/20 (5%). Most benign lesions had a color score of 1-2 (20/24, 83.4%) while malignant lesions had a color score of 3-4 (18/20, 90%). CONCLUSION: A typical ultrasound image of a benign lesion was a unilocular cyst or hypoechoic solid mass with no or minimal vascularization on color Doppler examination. Malignant vaginal lesions were hypoechoic solid tumors with irregular margins and moderate/rich vascularization or multilocular-solid. Ultrasound should be used to supplement the clinician in the management of vaginal lesions.

Surveillance alone in stage I malignant ovarian germ cell tumors: a MITO (Multicenter Italian Trials in Ovarian cancer) prospective observational study.

OBJECTIVE: The aim of this study was to analyze the oncological outcome of stage I malignant ovarian germ cell tumors patients included in the MITO-9 study to identify those who might be recommended routine surveillance alone after complete surgical staging. METHODS: MITO-9 was a prospective observational study analyzing data collected between January 2013 and December 2019. Three groups were identified: group A included 13 patients stage IA dysgerminoma and IAG1 immature teratoma; group B included 29 patients with stage IB-C dysgerminomas, IA-C G2-G3 immature teratomas and stage IA mixed malignant ovarian germ cell tumors and yolk sac tumors; and group C included five patients (two patients with stage IC1 and one patient with stage IC2 yolk sac tumors and two patients with mixed-stage IC2 malignant ovarian germ cell tumors). RESULTS: A total of 47 patients with stage I conservatively treated malignant ovarian germ cell tumors were analyzed. Two patients in group B were excluded from the routine surveillance alone group due to positive surgical restaging. Therefore, a total of 45 patients were included in the study. Median follow-up was 46.2 months (range; 6-83). In total, 14 of 45 patients (31.1%) received chemotherapy, while 31 (68.9%%) underwent surveillance alone. One patient in group A, with stage IA dysgerminoma had a relapse, successfully managed with conservative surgery and chemotherapy. None of the patients in group B and C relapsed. All patients were alive at completion of the study. Overall, among 31 patients (68.9%) who underwent surveillance alone, only one patient relapsed but was treated successfully. CONCLUSIONS: Our data showed that close surveillance alone could be an alternative option to avoid adjuvant chemotherapy in properly staged IB-C dysgerminomas, IA-IC G2-G3 immature teratomas, and IA mixed malignant ovarian germ cell tumors with yolk sac tumor component.

Role of transvaginal ultrasound-guided biopsy in gynecology.

BACKGROUND: Ultrasound-guided biopsy is an easy technique for obtaining tissue samples. It is commonly used for different types of tumors, such as breast and prostate cancers, in order to plan early and adequate treatment. OBJECTIVE: To evaluate the indications, adequacy, and safety of transvaginal ultrasound-guided biopsy in women with pelvic lesions suspected of gynecologic malignancy. METHODS: A retrospective study including all patients who had undergone transvaginal ultrasound-guided biopsy between April 2015 and May 2018 was carried out at the division of gynecologic oncology. Inclusion criteria were the presence at imaging of abdominal or pelvic tumors in patients considered not ideal candidates for primary gynecological surgery, or the origin and/or nature of the tumor was unclear and further management required histological verification. Patients with planned surgery were excluded from the study. Transvaginal biopsies were performed with a 18 G/25 cm core-cut biopsy needle and histology was obtained. Tru-cut biopsies were performed using an automatic bioptic gun with a 18 G/25 cm core-cut biopsy needle. Results are presented as absolute frequency (percentage) for nominal variables and as median (range) for continuous variables. RESULTS: A total of 62 women were analyzed. An adequate sample for histological analysis was obtained in all cases. Histopathological examinations showed 24 (38.7%) benign lesions (fibrosis, inflammation, uterine or ovarian myoma) and 38 (61.3%) malignant tumors, distributed as follows: 34 (89.5%) malignant gynecological lesions and 4 (10.5%) non-gynecological malignant tumors. Among the malignant lesions, there were 12/38 (31.6%) primary tumors, 24/38 (63.2%) recurrent tumors, and 2/38 (5.3%) metastases from non-genital cancer. Ten patients eventually underwent surgery. Final histology was not in agreement with the results from transvaginal ultrasound-guided biopsy in 2 of 10 patients (20%); in particular, benign disease at transvaginal ultrasound-guided biopsy was malignant at final histology (two cases of recurrence of cervical cancer). Three patients (4.8%) had pain during the procedure, which was controlled by oral analgesic therapy and lasted for no longer than 10 min. No major complications were registered. CONCLUSIONS: Transvaginal ultrasound-guided biopsy is a minimally invasive method to obtain adequate material for histological diagnosis and could avoid unnecessary surgical procedures, costly CT-guided procedures, or prolonged waiting times.

Ultrasound features and clinical outcome of patients with malignant ovarian masses diagnosed during pregnancy: experience of a gynecological oncology ultrasound center.

OBJECTIVE: The number of women diagnosed with ovarian masses during pregnancy has increased in recent years and the management of these women can be controversial. We aim to describe ultrasound characteristics and clinical outcomes of patients with malignant ovarian masses diagnosed during pregnancy. METHODS: Patients with a histological diagnosis of malignant ovarian mass detected during pregnancy who underwent pre-operative ultrasound by experienced ultrasound examiners between December 2000 and November 2017 were included in this retrospective observational study. Ultrasound characteristics of the masses were described using International Ovarian Tumor Analysis terminology. Patients with ovarian masses but without histopathological reports were excluded. Results are presented as absolute frequency (percentage) for nominal variables and as median (range) for continuous variables. Results A total of 22 patients were included in the analysis. The median age was 32.5 (range 23-42) years and median gestational age at diagnosis was 13.5 (range 4-30) weeks. Eight (36.4%) patients had a serous/endocervical-type borderline tumor, seven (31.8%) patients had a primary epithelial ovarian carcinoma, five (22.8%) patients had a metastatic tumor to the ovary, and two (9%) patients had a mucinous borderline tumor. At ultrasound, mucinous borderline tumors were multilocular (1/2, 50%) or multilocular-solid (1/2, 50%) lesions. Serous/endocervical-type borderline tumors were unilocular-solid (3/8, 37.5%) or multilocular-solid (5/8, 62.5%) masses and all had papillary projections. Most invasive epithelial ovarian cancers were multilocular-solid masses (5/7, 71.4%). All metastatic tumors appeared as solid masses. No patients with borderline tumors had a cesarean section due to disease, whereas most patients with epithelial ovarian carcinomas (4/7, 57.2%) and with ovarian metastases (3/5, 60%) had a cesarean section due to disease. No neonatal complication was reported for patients with borderline tumors or epithelial ovarian carcinomas, whereas two of three newborns of patients with metastatic tumor died of the disease. CONCLUSION: At ultrasound, morphological features of malignant ovarian masses detected during pregnancy are similar to those described in non-pregnant patients. The likelihood of undergoing cesarean section increases with malignant disease in the ovary.

GestaTIonal TrophoblAstic NeoplasIa Ultrasound assessMent: TITANIUM study.

BACKGROUND: There are limited data on ultrasound morphologic features of gestational trophoblastic neoplasia. A predictive model to determine predictors of response to therapy would be ideal in the management of patients with this rare disease. PRIMARY OBJECTIVES AND STUDY HYPOTHESIS: TITANIUM is a prospective, multicenter, observational study aiming to describe ultrasound features of gestational trophoblastic neoplasia and to investigate the role of ultrasound in identifying patients at high risk of resistance to single-drug therapy. The study hypothesis is that ultrasound could improve the International Federation of Gynecology and Obstetrics (FIGO) scoring system for early identification of patients predisposed to single-drug resistance. TRIAL DESIGN AND MAJOR INCLUSION/EXCLUSION CRITERIA: Patients eligible have a diagnosis of gestational trophoblastic neoplasia according to FIGO or the criteria set by Charing Cross Hospital, London, UK. At diagnosis, patients are classified as low-risk (score 0-6) or high-risk (score >6) according to the FIGO risk scoring system, and a baseline ultrasound scan is performed. Patients receive treatment according to local protocol at each institution. Follow-up ultrasound examinations are performed at 1, 4, 10, 16, and 22 months after start of chemotherapy, and at each scan, serum human chorionic gonadotropin (hCG) level, and chemotherapy treatment, if any, are recorded. PRIMARY ENDPOINTS: Our aims are to define ultrasound features of gestational trophoblastic neoplasia and to develop a predictive model of resistance to single-drug therapy in low-risk patients. SAMPLE SIZE: The sample size was calculated assuming that 70% of patients with gestational trophoblastic neoplasia are at low risk, and estimating the rate of resistance to single-drug therapy in this group to be 40%. Assuming a dropout rate of 10%, we should recruit at least 120 patients. With this sample size, we can attempt to create a mathematical model with three variables (either two ultrasound parameters in addition to the risk score or three ultrasound variables statistically significant at univariate analysis) to predict resistance to single-drug therapy in low-risk patients. ESTIMATED DATES FOR COMPLETING ACCRUAL AND PRESENTING RESULTS: The accrual started in February 2019. Additional referral centers for gestational trophoblastic disease, with similar ultrasound expertise, are welcome to participate in the study. Enrollment should be completed by December 2021, and analysis will be conducted in December 2023. TRIAL REGISTRATION: The study received the Ethical Committee approval of the Coordinator Center (Rome) in January 2019 (Protocol No. 0004668/19).

Estrogen receptor ß: Potential target for therapy in adult granulosa cell tumors?

OBJECTIVE: Adult granulosa cell tumor (AGCT) is a rare form of sex-cord stromal ovarian tumors. Due to their origin, AGCTs secrete estrogens, and thus, estrogen receptor (ER)-mediated signaling has been considered as a possible target for therapy. The aim of the present study was to get insights into estrogen receptor status and activity in AGCTs, as a strategy to provide molecular support for personalized hormonal treatments. METHODS: We evaluated by immunohistochemistry the expression of ERα, ERß isoforms (i.e. ERß1, ERß2 and ERß5), progesterone and androgen receptor (PR, AR) in 20 untreated AGCTs and 12 unmatched recurrent lesions. Thereafter, we visualized by immunofluorescence, the subcellular distribution of cytoplasmic receptors, and by the proximity ligation assays (PLA) we characterized in situ their ability to interact with other proteins involved in the apoptotic cascade. RESULTS: Primary AGCTs predominantly expressed ERß isoforms, along with PR and AR, while only 30% of patients showed ERα expression. Recurrent tumors were associated with a decrease in AR levels. From mechanistic studies it emerges that ERß2, and to a lesser extent ERß1 and AR, are mitochondrial components in cancer cells and that ERß2 can act as a binding partner of proteins involved in the apoptotic cascade, in turn potentially inhibiting apoptosis. CONCLUSIONS: As in other endocrine tumors, ERß may play a role in the pathogenesis of AGCT; it is crucial to understand estrogen receptor-mediated pathways before planning hormonal treatment strategies in AGCT.

Endometrial cancer off-line staging using two-dimensional transvaginal ultrasound and three-dimensional volume contrast imaging: Intermethod agreement, interrater reliability and diagnostic accuracy.

OBJECTIVES: The aim is to estimate agreement between two-dimensional transvaginal ultrasound (2D-TVS) and three-dimensional volume contrast imaging (3D-VCI) in diagnosing deep myometrial invasion (MI) and cervical stromal involvement (CSI) of endometrial cancer and to compare the two methods regarding inter-rater reliability and diagnostic accuracy. METHODS: Fifteen ultrasound experts assessed off-line de-identified 3D-VCI volumes and 2D-TVU video clips from 58 patients with biopsy-confirmed endometrial cancer regarding the presence of deep (≥50%) MI and CSI. Video clips and 3D volumes were assessed independently. Interrater reliability was measured using kappa statistics. Histological diagnosis after hysterectomy served as gold standard. Accuracy measurements were correlated to rater experience using Spearman's rank correlation coefficient (ρ). RESULTS: Agreement between 2D-TVU and 3D-VCI for diagnosing MI was median 76% (range 64-93%) and for CSI median 88% (range 79-97%). Interrater reliability was better for 2D-TVU than for 3D-VCI (Fleiss' kappa 0.41 vs. 0.31 for MI and 0.55 vs. 0.45 for CSI). Median accuracy for diagnosing deep MI was 76% (range 59-84%) with 2D-TVU and 69% (range 52-83%) for 3D-VCI; the corresponding figures for CSI were 88% (range 81-93%) and 86% (range 72-95%). Accuracy was significantly correlated to how many cases the raters assessed annually. CONCLUSIONS: Off-line assessment of MI and CSI in women with endometrial cancer using 3D-VCI has lower interrater reliability and lower accuracy than 2D-TVU video clip assessment. Since accuracy was correlated to the number of cases assessed annually it is advised to centralize these examinations to high-volume centres.

Role of Intraoperative Ultrasound to Extend the Application of Minimally Invasive Surgery for Treatment of Recurrent Gynecologic Cancer.

STUDY OBJECTIVE: To describe the potential role of intraoperative ultrasound (IOUS) in the detection and localization of recurrent disease in gynecologic cancer patients during minimally invasive surgery (MIS). DESIGN: A prospective cohort study (Canadian Task Force classification II-1). SETTING: A university hospital. PATIENTS: Fifty-one gynecologic cancer patients with isolated recurrent disease. INTERVENTIONS: IOUS during secondary cytoreductive surgery (SCS) by MIS. MEASUREMENTS AND MAIN RESULTS: From November 2015 to February 2017 51 gynecologic cancer patients with isolated recurrent disease and candidates for SCS were treated by MIS. Recurrent tumor was preoperatively assessed at clinical examination, transvaginal and transabdominal sonography, and radiologic evaluation in all women. Twelve of 51 women (23.5%) needed IOUS. Type of disease was ovarian in 5 women (42%), endometrial in 4 (33%), cervical in 1 (8%), vaginal cancer in 1 (8%), and uterine sarcoma in 1 (8%). Recurrence was localized deep in the pelvis in 7 cases (58%), lymph nodes in 3 (25%), and extraperitoneal in 2 cases (17%). Recurrence was dimmed in the surgical field, due to either presence of adherences, deep anatomic position, small size, and/or lack of tactile feeling. IOUS was able to identify the lesions in all women, allowing MIS (83% laparoscopy and 17% robotic) complete cytoreduction, with no conversion to laparotomy. Median operative time was 150 minutes (range, 77-280). No intraoperative/postoperative complications occurred. Histologic examination confirmed the presence of recurrence in 11 of 12 cases (92%), whereas the remaining case showed inflammatory tissue. With a median follow-up time of 15 months (range, 6-19), all patients except 2 were still alive. CONCLUSIONS: About 1 of 4 patients (25%) with single gynecologic cancer recurrence needs IOUS to benefit from MIS for complete secondary cytoreduction.

Hormone receptor expression profile of low-grade serous ovarian cancers.

OBJECTIVE: Low-grade serous ovarian carcinomas (LGSOCs) are a histological subtype of epithelial ovarian tumors, accounting for fewer than 5% of all cases of ovarian carcinoma. Due to the chemoresistant nature of this subtype a search for more effective systemic therapies is actively ongoing, hormonal therapy showing some degree of activity in this clinical setting. The present study ought to investigate the hormone receptor status of LGSOCs, as a strategy to provide molecular support for patient-tailored hormonal treatments. METHODS: Estrogen receptor α (ERα), ERß isoforms (i.e. ERß1, ERß2 and ERß5), progesterone and androgen receptor (PR, AR) expression was evaluated by immunohistochemistry in 25 untreated LGSOC primary tumors, 6 matched metastases and 6 micropapillary variant of serous borderline tumors (micropapillary SBOTs). In vitro cellular models were used to provide insights into clinical observations. RESULTS: Our results showed prominent expression of nuclear ERα, ERß2, ERß5 and PR in LGSOC primary tissues, while metastatic lesions also exhibit considerable cytoplasmic ERß2 levels. Notably, a higher expression of ERß1 protein was determined in micropapillary SBOTs compared to LGSOCs. In vitro experiments on LGSOC cell lines (i.e. HOC-7 and VOA-1056) revealed low/absent ERα, PR and AR protein expression, whereas the three ERß isoforms were all present. Proliferation of HOC-7 and VOA-1056 was not modulated by either the endogenous or the selective synthetic ligands. CONCLUSIONS: These novel findings highlight the need of assessing relative levels of ERα and ERß isoforms in the total receptor pool in future clinical studies investigating molecular predictors of response to hormonal therapy in LGSOC.

Early postoperative bladder training in patients submitted to radical hysterectomy: is it still necessary? A randomized trial.

OBJECTIVES: To evaluate the role of bladder training during postoperative hospital stay in patients submitted to nerve-sparing radical hysterectomy, and to identify any clinical or surgical factor associated with postoperative bladder dysfunction. DESIGN, SETTING, AND PARTICIPANTS: Parallel group randomized single institution trial, on gynaecologic malignancies patients conducted in Catholic University of Sacred Heart Rome, between April 2009 and November 2011. Randomization was on 1:1, using a block randomized computer-generated list. INTERVENTIONS: Patients underwent Querleu-Morrow type B2 or C1 radical hysterectomy. After 2 days from surgery, patients were randomized to perform or not bladder training (scheduled clamping and unclamping of the trans-urethral catheter every three hours). Main outcome measures Necessity and duration of clean intermittent self catheterization. RESULTS: Randomized participants were 111 women (bladder training arm n = 55; control arm n = 56). A total of 22 women (19.8%) required clean intermittent self catheterization, equally distributed in the two arms. At univariate analysis, only the type of radical hysterectomy was significantly associated with need of clean intermittent self catheterization (type C1 vs. type B2; p = 0.013). At univariate analysis, duration of clean intermittent self-catheterization was not associated with age, BMI, type of hysterectomy and of neo-adjuvant treatment. CONCLUSIONS: Functional bladder disfunctions are the most common long-term complications following radical hysterectomy. Systematic postoperative bladder training following nerve-sparing radical hysterectomy does not influence the rate of urinary retention or re-admission for bladder catheterization.