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Bollino M, Geppert B, Lönnerfors C, Persson J. A selective anatomically based lymph node sampling can replace a side specific pelvic lymphadenectomy in endometrial cancer with failed sentinel node mapping. Eur J Cancer 2024; 204:114049. [PMID: 38657525 DOI: 10.1016/j.ejca.2024.114049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/26/2024] [Accepted: 04/04/2024] [Indexed: 04/26/2024]
Abstract
AIM To evaluate the locations of metastatic pelvic sentinel nodes (SLN) and the proportion of SLNs outside and within defined typical anatomical positions along the upper paracervical lymphatic pathway (UPP). PATIENTS AND METHODS Consecutive women with endometrial cancer (EC) of all risk groups underwent pelvic SLN-detection using cervically injected indocyanine green (ICG). A strict anatomically based algorithm and definitions of SLNs was adhered to. The positions of ICG-defined SLNs were intraoperatively depicted on an anatomical chart. All SLNs were examined using ultrastaging and immunohistochemistry. The proximal third of the obturator fossa and the interiliac area were defined as typical positions. The parauterine lymphovascular tissue (PULT) was separately removed. The proportions of metastatic SLNs, overall and isolated, typically, and atypically positioned were analyzed per woman. RESULTS A median of two (range 1-12) SLN metastases along the UPP including the PULT were found in 162 women. 41 of 162 women (25.3 %) had isolated metastases in the obturator fossa harboring 49.1 % of all SLN metastases. Three women (1,9 %) had isolated PULT metastases. SLN metastases outside typical positions were identified in 28/162 women (17.3 %); isolated metastases were seen in seven women (4.3 %), so 95.7 % of pelvic node positive women had at least one metastatic SLN located at a typical position. CONCLUSION A selective removal of lymph nodes at typical proximal obturator and interiliac positions and the PULT can replace a full side specific pelvic LND when SLN mapping is unsuccessful. The obturator fossa is the predominant location for metastatic disease.
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Affiliation(s)
- Michele Bollino
- Department of Obstetrics and Gynaecology, Division of Gynaecologic Oncology, Skåne University Hospital Lund, Lund University Faculty of Medicine, Department of Clinical Sciences, Obstetrics and Gynaecology, Lund, Sweden
| | - Barbara Geppert
- Department of Obstetrics and Gynaecology, Division of Gynaecologic Oncology, Skåne University Hospital Lund, Lund University Faculty of Medicine, Department of Clinical Sciences, Obstetrics and Gynaecology, Lund, Sweden
| | - Celine Lönnerfors
- Department of Obstetrics and Gynaecology, Division of Gynaecologic Oncology, Skåne University Hospital Lund, Lund University Faculty of Medicine, Department of Clinical Sciences, Obstetrics and Gynaecology, Lund, Sweden
| | - Jan Persson
- Department of Obstetrics and Gynaecology, Division of Gynaecologic Oncology, Skåne University Hospital Lund, Lund University Faculty of Medicine, Department of Clinical Sciences, Obstetrics and Gynaecology, Lund, Sweden.
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2
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Ebrahimi S, Lundström E, Batasin SJ, Hedlund E, Stålberg K, Ehman EC, Sheth VR, Iranpour N, Loubrie S, Schlein A, Rakow-Penner R. Application of PET/MRI in Gynecologic Malignancies. Cancers (Basel) 2024; 16:1478. [PMID: 38672560 PMCID: PMC11048306 DOI: 10.3390/cancers16081478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 03/23/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
The diagnosis, treatment, and management of gynecologic malignancies benefit from both positron emission tomography/computed tomography (PET/CT) and MRI. PET/CT provides important information on the local extent of disease as well as diffuse metastatic involvement. MRI offers soft tissue delineation and loco-regional disease involvement. The combination of these two technologies is key in diagnosis, treatment planning, and evaluating treatment response in gynecological malignancies. This review aims to assess the performance of PET/MRI in gynecologic cancer patients and outlines the technical challenges and clinical advantages of PET/MR systems when specifically applied to gynecologic malignancies.
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Affiliation(s)
- Sheida Ebrahimi
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
| | - Elin Lundström
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
- Department of Surgical Sciences, Radiology, Uppsala University, 751 85 Uppsala, Sweden
- Center for Medical Imaging, Uppsala University Hospital, 751 85 Uppsala, Sweden
| | - Summer J. Batasin
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
| | - Elisabeth Hedlund
- Department of Surgical Sciences, Radiology, Uppsala University, 751 85 Uppsala, Sweden
| | - Karin Stålberg
- Department of Women’s and Children’s Health, Uppsala University, 751 85 Uppsala, Sweden
| | - Eric C. Ehman
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Vipul R. Sheth
- Department of Radiology, Stanford University, Palo Alto, CA 94305, USA; (V.R.S.)
| | - Negaur Iranpour
- Department of Radiology, Stanford University, Palo Alto, CA 94305, USA; (V.R.S.)
| | - Stephane Loubrie
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
| | - Alexandra Schlein
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
| | - Rebecca Rakow-Penner
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA 92093, USA
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3
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Liu X, Qin X, Luo Q, Qiao J, Xiao W, Zhu Q, Liu J, Zhang C. A Transvaginal Ultrasound-Based Deep Learning Model for the Noninvasive Diagnosis of Myometrial Invasion in Patients with Endometrial Cancer: Comparison with Radiologists. Acad Radiol 2024:S1076-6332(23)00713-4. [PMID: 38182443 DOI: 10.1016/j.acra.2023.12.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/19/2023] [Accepted: 12/20/2023] [Indexed: 01/07/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to determine the feasibility of using the deep learning (DL) method to determine the degree (whether myometrial invasion [MI] >50%) of MI in patients with endometrial cancer (EC) based on ultrasound (US) images. MATERIALS AND METHODS From September 2017 to April 2023, 1289 US images of 604 patients with EC who underwent surgical resection at center 1, center 2 or center 3 were obtained and divided into a training set and an internal validation set. Ninety-five patients from center 4 and center 5 were randomly selected as the external testing set according to the same criteria as those for the primary cohort. This study evaluated three DL models trained on the training set and tested them on the validation and testing sets. The models' performance was analyzed based on accuracy, sensitivity, specificity, and area under the receiver operating characteristic curve (AUC), and the performance of the models was subsequently compared with that of 15 radiologists. RESULTS In the final clinical diagnosis of MI in patients with EC, EfficientNet-B6 showed the best performance in the testing set in terms of area under the curve (AUC) [0.814, 95% CI (0.746-0.882]; accuracy [0.802, 95% CI (0.733-0.855]; sensitivity [0.623]; specificity [0.879]; positive likelihood ratio (PLR) [6.750]; and negative likelihood ratio (NLR) [0.389]. The diagnostic efficacy of EfficientNet-B6 was significantly better than that of the 15 radiologists, with an average diagnostic accuracy of 0.681, average AUC of 0.678, AUC of the best performance of 0.739, accuracy of 0.716, sensitivity of 0.806, specificity 0.672, PLR2.457, and NLR 0.289. CONCLUSION Based on the preoperative US images of patients with EC, the DL model can accurately determine the degree of endometrial MI; the performance of this model is significantly better than that of radiologists, and it can effectively assist in clinical treatment decisions.
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Affiliation(s)
- Xiaoling Liu
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Rd, Shushan District, Hefei, 230022, Anhui, China (X.L., X.Q., Q.L., Q.Z., C.Z.); Department of Ultrasound, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College (University), Nanchong, Sichuan, China (X.L., X.Q.)
| | - Xiachuan Qin
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Rd, Shushan District, Hefei, 230022, Anhui, China (X.L., X.Q., Q.L., Q.Z., C.Z.); Department of Ultrasound, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College (University), Nanchong, Sichuan, China (X.L., X.Q.)
| | - Qi Luo
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Rd, Shushan District, Hefei, 230022, Anhui, China (X.L., X.Q., Q.L., Q.Z., C.Z.)
| | - Jing Qiao
- Department of Ultrasound, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China (J.Q.)
| | - Weihan Xiao
- North Sichuan Medical College, Nanchong, China (W.X.)
| | - Qiwei Zhu
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Rd, Shushan District, Hefei, 230022, Anhui, China (X.L., X.Q., Q.L., Q.Z., C.Z.)
| | - Jian Liu
- Department of Ultrasound, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China (J.L.)
| | - Chaoxue Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Rd, Shushan District, Hefei, 230022, Anhui, China (X.L., X.Q., Q.L., Q.Z., C.Z.).
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Li X, Dessi M, Marcus D, Russell J, Aboagye EO, Ellis LB, Sheeka A, Park WHE, Bharwani N, Ghaem-Maghami S, Rockall AG. Prediction of Deep Myometrial Infiltration, Clinical Risk Category, Histological Type, and Lymphovascular Space Invasion in Women with Endometrial Cancer Based on Clinical and T2-Weighted MRI Radiomic Features. Cancers (Basel) 2023; 15:cancers15082209. [PMID: 37190137 DOI: 10.3390/cancers15082209] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 05/17/2023] Open
Abstract
PURPOSE To predict deep myometrial infiltration (DMI), clinical risk category, histological type, and lymphovascular space invasion (LVSI) in women with endometrial cancer using machine learning classification methods based on clinical and image signatures from T2-weighted MR images. METHODS A training dataset containing 413 patients and an independent testing dataset consisting of 82 cases were employed in this retrospective study. Manual segmentation of the whole tumor volume on sagittal T2-weighted MRI was performed. Clinical and radiomic features were extracted to predict: (i) DMI of endometrial cancer patients, (ii) endometrial cancer clinical high-risk level, (iii) histological subtype of tumor, and (iv) presence of LVSI. A classification model with different automatically selected hyperparameter values was created. The area under the curve (AUC) of the receiver operating characteristic (ROC) curve, F1 score, average recall, and average precision were calculated to evaluate different models. RESULTS Based on the independent external testing dataset, the AUCs for DMI, high-risk endometrial cancer, endometrial histological type, and LVSI classification were 0.79, 0.82, 0.91, and 0.85, respectively. The corresponding 95% confidence intervals (CI) of the AUCs were [0.69, 0.89], [0.75, 0.91], [0.83, 0.97], and [0.77, 0.93], respectively. CONCLUSION It is possible to classify endometrial cancer DMI, risk, histology type, and LVSI using different machine learning methods.
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Affiliation(s)
- Xingfeng Li
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Michele Dessi
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Diana Marcus
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
- Chelsea and Westminster Hospital, 369 Fulham Rd., London SW10 9NH, UK
| | - James Russell
- The Imaging Department, Imperial College Healthcare NHS Trust, UK Hammersmith Hospital, Du Cane Road, London W12 0HS, UK
| | - Eric O Aboagye
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Laura Burney Ellis
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Alexander Sheeka
- The Imaging Department, Imperial College Healthcare NHS Trust, UK Hammersmith Hospital, Du Cane Road, London W12 0HS, UK
| | - Won-Ho Edward Park
- The Imaging Department, Imperial College Healthcare NHS Trust, UK Hammersmith Hospital, Du Cane Road, London W12 0HS, UK
| | - Nishat Bharwani
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
- The Imaging Department, Imperial College Healthcare NHS Trust, UK Hammersmith Hospital, Du Cane Road, London W12 0HS, UK
| | - Sadaf Ghaem-Maghami
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Andrea G Rockall
- Department of Surgery and Cancer, Imperial College Hammersmith Campus, Du Cane Road, London W12 0NN, UK
- The Imaging Department, Imperial College Healthcare NHS Trust, UK Hammersmith Hospital, Du Cane Road, London W12 0HS, UK
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Rodolakis A, Scambia G, Planchamp F, Acien M, Di Spiezio Sardo A, Farrugia M, Grynberg M, Pakiž M, Pavlakis K, Vermeulen N, Zannoni G, Zapardiel I, Tryde Macklon K. ESGO/ESHRE/ESGE Guidelines for the fertility-sparing treatment of patients with endometrial carcinoma. Facts Views Vis Obgyn 2023; 15:3-23. [PMID: 37010330 PMCID: PMC10392114 DOI: 10.52054/fvvo.15.1.065] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
Abstract
Background: The standard surgical treatment of endometrial carcinoma (EC) consisting of total hysterectomy with bilateral salpingo-oophorectomy drastically affects the quality of life of patients and creates a challenge for clinicians. Recent evidence-based guidelines of the European Society of Gynaecological Oncology (ESGO), the European SocieTy for Radiotherapy & Oncology (ESTRO) and the European Society of Pathology (ESP) provide comprehensive guidelines on all relevant issues of diagnosis and treatment in EC in a multidisciplinary setting. While also addressing work-up for fertility preservation treatments and the management and follow-up for fertility preservation, it was considered relevant to further extend the guidance on fertility sparing treatment.
Objectives: To define recommendations for fertility-sparing treatment of patients with endometrial carcinoma.
Materials and Methods: ESGO/ESHRE/ESGE nominated an international multidisciplinary development group consisting of practicing clinicians and researchers who have demonstrated leadership and expertise in the care and research of EC (11 experts across Europe). To ensure that the guidelines are evidence-based, the literature published since 2016, identified from a systematic search was reviewed and critically appraised. In the absence of any clear scientific evidence, judgment was based on the professional experience and consensus of the development group. The guidelines are thus based on the best available evidence and expert agreement. Prior to publication, the guidelines were reviewed by 95 independent international practitioners in cancer care delivery and patient representatives.
Results: The multidisciplinary development group formulated 48 recommendations for fertility-sparing treatment of patients with endometrial carcinoma in four sections: patient selection, tumour clinicopathological characteristics, treatment and special issues.
Conclusions: These recommendations provide guidance to professionals caring for women with endometrial carcinoma, including but not limited to professionals in the field of gynaecological oncology, onco-fertility, reproductive surgery, endoscopy, conservative surgery, and histopathology, and will help towards a holistic and multidisciplinary approach for this challenging clinical scenario.
What is new? A collaboration was set up between the ESGO, ESHRE and ESGE, aiming to develop clinically relevant and evidence-based guidelines focusing on key aspects of fertility-sparing treatment in order to improve the quality of care for women with endometrial carcinoma across Europe and worldwide.
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Rodolakis A, Scambia G, Planchamp F, Acien M, Di Spiezio Sardo A, Farrugia M, Grynberg M, Pakiz M, Pavlakis K, Vermeulen N, Zannoni G, Zapardiel I, Macklon KLT. ESGO/ESHRE/ESGE Guidelines for the fertility-sparing treatment of patients with endometrial carcinoma . Hum Reprod Open 2023; 2023:hoac057. [PMID: 36756380 PMCID: PMC9900425 DOI: 10.1093/hropen/hoac057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Indexed: 02/08/2023] Open
Abstract
STUDY QUESTION How should fertility-sparing treatment of patients with endometrial carcinoma be performed? SUMMARY ANSWER Forty-eight recommendations were formulated on fertility-sparing treatment of patients with endometrial carcinoma. WHAT IS KNOWN ALREADY The standard surgical treatment of endometrial carcinoma consisting of total hysterectomy with bilateral salpingo-oophorectomy drastically affects the quality of life of patients and creates a challenge for clinicians. Recent evidence-based guidelines of the European Society of Gynaecological Oncology (ESGO), the European SocieTy for Radiotherapy & Oncology (ESTRO) and the European Society of Pathology (ESP) provide comprehensive guidelines on all relevant issues of diagnosis and treatment in endometrial carcinoma in a multidisciplinary setting. While addressing also work-up for fertility preservation treatments and the management and follow-up for fertility preservation, it was considered relevant to further extend the guidance on fertility-sparing treatment. STUDY DESIGN SIZE DURATION A collaboration was set up between the ESGO, the European Society of Human Reproduction and Embryology (ESHRE) and the European Society for Gynaecological Endoscopy (ESGE), aiming to develop clinically relevant and evidence-based guidelines focusing on key aspects of fertility-sparing treatment in order to improve the quality of care for women with endometrial carcinoma across Europe and worldwide. PARTICIPANTS/MATERIALS SETTING METHODS ESGO/ESHRE/ESGE nominated an international multidisciplinary development group consisting of practising clinicians and researchers who have demonstrated leadership and expertise in the care and research of endometrial carcinoma (11 experts across Europe). To ensure that the guidelines are evidence-based, the literature published since 2016, identified from a systematic search was reviewed and critically appraised. In the absence of any clear scientific evidence, judgement was based on the professional experience and consensus of the development group. The guidelines are thus based on the best available evidence and expert agreement. Prior to publication, the guidelines were reviewed by 95 independent international practitioners in cancer care delivery and patient representatives. MAIN RESULTS AND THE ROLE OF CHANCE The multidisciplinary development group formulated 48 recommendations in four sections; patient selection, tumour clinicopathological characteristics, treatment and special issues. LIMITATIONS REASONS FOR CAUTION Of the 48 recommendations, none could be based on level I evidence and only 16 could be based on level II evidence, implicating that 66% of the recommendations are supported only by observational data, professional experience and consensus of the development group. WIDER IMPLICATIONS OF THE FINDINGS These recommendations provide guidance to professionals caring for women with endometrial carcinoma, including but not limited to professionals in the field of gynaecological oncology, onco-fertility, reproductive surgery, endoscopy, conservative surgery and histopathology, and will help towards a holistic and multidisciplinary approach for this challenging clinical scenario. STUDY FUNDING/COMPETING INTERESTS All costs relating to the development process were covered from ESGO, ESHRE and ESGE funds. There was no external funding of the development process or manuscript production. G.S. has reported grants from MSD Italia S.r.l., advisory boards for Storz, Bayer, Astrazeneca, Metronic, TESARO Bio Italy S.r.l and Johnson & Johnson, and honoraria for lectures from Clovis Oncology Italy S.r.l. M.G. has reported advisory boards for Gedeon Richter and Merck. The other authors have reported no conflicts of interest. DISCLAIMER This document represents the views of ESHRE, ESGO and ESGE which are the result of consensus between the relevant stakeholders and where relevant based on the scientific evidence available at the time of preparation. The recommendations should be used for informational and educational purposes. They should not be interpreted as setting a standard of care, or be deemed inclusive of all proper methods of care nor exclusive of other methods of care reasonably directed to obtaining the same results. They do not replace the need for application of clinical judgement to each individual presentation, nor variations based on locality and facility type.
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Affiliation(s)
- Alexandros Rodolakis
- Correspondence address. Unit of Gynaecologic Oncology, Alexandra Hospital, National and Kapodistrian University of Athens School of Health Sciences, Athens 115 28, Greece. E-mail:
| | - Giovanni Scambia
- Fondazione Policlinico Universitario A. Gemelli IRCCS—Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Maribel Acien
- Obstetrics and Gynecology Department, San Juan University Hospital, Miguel Hernández University, Alicante, Spain
| | - Attilio Di Spiezio Sardo
- Gynecology and Obstetrics Unit, Department of Public Health, School of Medicine, University of Naples Federico II, Napoli, Campania, Italy
| | | | - Michael Grynberg
- AP-HP, Department of Reproductive Medicine & Fertility Preservation, Hôpital Antoine-Béclère, Clamart, France,AP-HP, Department of Reproductive Medicine & Fertility Preservation, Hôpital Jean Verdier, Bondy, France,University Paris-Saclay, Saint-Aubin, France
| | - Maja Pakiz
- Department for Gynecologic and Breast Oncology, University Medical Centre, Maribor, Slovenia
| | - Kitty Pavlakis
- 1st Pathology Department, Alexandra Hospital, National and Kapodistrian University of Athens School of Health Sciences, Athens, Greece,Pathology Department, “IASO” Women's Hospital, Athens, Greece
| | - Nathalie Vermeulen
- European Society of Human Reproduction and Embryology, Strombeek-Bever, Belgium
| | - Gianfranco Zannoni
- Department of Pathology, Dipartimento Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ignacio Zapardiel
- Department of Gynecologic Oncology, La Paz University Hospital, Madrid, Spain
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Rodolakis A, Scambia G, Planchamp F, Acien M, Di Spiezio Sardo A, Farrugia M, Grynberg M, Pakiz M, Pavlakis K, Vermeulen N, Zannoni G, Zapardiel I, Macklon KLT. ESGO/ESHRE/ESGE Guidelines for the fertility-sparing treatment of patients with endometrial carcinoma. Int J Gynecol Cancer 2023; 33:208-222. [PMID: 36746507 DOI: 10.1136/ijgc-2022-004047] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
The standard surgical treatment of endometrial carcinoma, consisting of total hysterectomy with bilateral salpingo-oophorectomy, drastically affects the quality of life of patients and creates a challenge for clinicians. Recent evidence-based guidelines of the European Society of Gynaecological Oncology (ESGO), the European SocieTy for Radiotherapy and Oncology (ESTRO), and the European Society of Pathology (ESP) provide comprehensive information on all relevant issues of diagnosis and treatment in endometrial carcinoma in a multidisciplinary setting. While addressing also work-up for fertility preservation treatments and the management and follow-up for fertility preservation, it was considered relevant to further extend the guidance on fertility-sparing treatment.A collaboration was set up between the ESGO, the European Society of Human Reproduction and Embryology (ESHRE), and the European Society for Gynaecological Endoscopy (ESGE), aiming to develop clinically relevant and evidence-based guidelines focusing on key aspects of fertility-sparing treatment (patient selection, tumor clinicopathological characteristics, treatment, special issues) in order to improve the quality of care for women with endometrial carcinoma across Europe and worldwide.ESGO/ESHRE/ESGE nominated an international multidisciplinary development group consisting of practicing clinicians and researchers who have demonstrated leadership and expertise in the care and research of endometrial carcinoma (11 experts from across Europe). To ensure that the guidelines are evidence-based, the literature published since 2016, identified by a systematic search, was reviewed and critically appraised. In the absence of any clear scientific evidence, judgment was based on the professional experience and consensus of the development group. The guidelines are thus based on the best available evidence and expert agreement. Prior to publication, the guidelines were reviewed by 95 independent international practitioners in cancer care delivery and patient representatives.
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Affiliation(s)
- Alexandros Rodolakis
- Unit of Gynaecologic Oncology, Alexandra Hospital, National and Kapodistrian University of Athens School of Health Sciences, Athens, Greece
| | - Giovanni Scambia
- Fondazione Policlinico Universitario A. Gemelli IRCCS - Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Maribel Acien
- Obstetrics and Gynecology Department, San Juan University Hospital, Miguel Hernández University, Alicante, Spain
| | - Attilio Di Spiezio Sardo
- Gynecology and Obstetrics Unit, Department of Public Health, School of Medicine, University of Naples Federico II, Napoli, Campania, Italy
| | | | - Michael Grynberg
- AP-HP, Department of Reproductive Medicine & Fertility Preservation, Hôpital Antoine-Béclère, Clamart, France.,AP-HP, Department of Reproductive Medicine & Fertility Preservation, Hôpital Jean Verdier, Bondy, France.,University Paris-Saclay, Saint-Aubin, France
| | - Maja Pakiz
- Department for Gynecologic and Breast Oncology, University Medical Centre, Maribor, Slovenia
| | - Kitty Pavlakis
- 1st Pathology Department, Alexandra Hospital, National and Kapodistrian University of Athens School of Health Sciences, Athens, Greece.,Pathology Department, "IASO" Women's Hospital, Athens, Greece
| | - Nathalie Vermeulen
- European Society of Human Reproduction and Embryology, Strombeek-Bever, Belgium
| | - Gianfranco Zannoni
- Department of Pathology, Dipartimento Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ignacio Zapardiel
- Department of Gynecologic Oncology, La Paz University Hospital, Madrid, Spain
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8
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Rodolakis A, Scambia G, Planchamp F, Acien M, Di Spiezio Sardo A, Farrugia M, Grynberg M, Pakiž M, Pavlakis K, Vermeulen N, Zannoni G, Zapardiel I, Tryde Macklon KL. ESGO/ESHRE/ESGE Guidelines for the fertility-sparing treatment of patients with endometrial carcinoma. Facts Views Vis Obgyn 2023; 15. [PMID: 36739613 DOI: 10.52054/fvvo.14.4.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background The standard surgical treatment of endometrial carcinoma (EC) consisting of total hysterectomy with bilateral salpingo-oophorectomy drastically affects the quality of life of patients and creates a challenge for clinicians. Recent evidence-based guidelines of the European Society of Gynaecological Oncology (ESGO), the European SocieTy for Radiotherapy & Oncology (ESTRO) and the European Society of Pathology (ESP) provide comprehensive guidelines on all relevant issues of diagnosis and treatment in EC in a multidisciplinary setting. While also addressing work-up for fertility preservation treatments and the management and follow-up for fertility preservation, it was considered relevant to further extend the guidance on fertility sparing treatment. Objectives To define recommendations for fertility-sparing treatment of patients with endometrial carcinoma. Materials and Methods ESGO/ESHRE/ESGE nominated an international multidisciplinary development group consisting of practicing clinicians and researchers who have demonstrated leadership and expertise in the care and research of EC (11 experts across Europe). To ensure that the guidelines are evidence-based, the literature published since 2016, identified from a systematic search was reviewed and critically appraised. In the absence of any clear scientific evidence, judgment was based on the professional experience and consensus of the development group. The guidelines are thus based on the best available evidence and expert agreement. Prior to publication, the guidelines were reviewed by 95 independent international practitioners in cancer care delivery and patient representatives. Results The multidisciplinary development group formulated 48 recommendations for fertility-sparing treatment of patients with endometrial carcinoma in four sections: patient selection, tumour clinicopathological characteristics, treatment and special issues. Conclusions These recommendations provide guidance to professionals caring for women with endometrial carcinoma, including but not limited to professionals in the field of gynaecological oncology, onco-fertility, reproductive surgery, endoscopy, conservative surgery, and histopathology, and will help towards a holistic and multidisciplinary approach for this challenging clinical scenario. What is new? A collaboration was set up between the ESGO, ESHRE and ESGE, aiming to develop clinically relevant and evidence-based guidelines focusing on key aspects of fertility-sparing treatment in order to improve the quality of care for women with endometrial carcinoma across Europe and worldwide.
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Levine EM, Fernandez CM. The Expanding Role of Sonography in the Clinical Practice of Modern Obstetrics and Gynecology: A Clinical Perspective. JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY 2023. [DOI: 10.1177/87564793231153641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
A list of gynecologic diagnoses is provided, which shows the use of sonography in significantly assisting the practice of modern clinical gynecology. The clinical value of this technology to assist in formulating diagnoses for the presenting patients is discussed. Sonography has become a necessary tool for today’s practice of gynecology, and women’s health, in general.
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Affiliation(s)
- Elliot M. Levine
- School of Medicine, Rosalind Franklin University, North Chicago, IL, USA
- Advocate Illinois Masonic Medical Center, Chicago, IL, USA
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10
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Yang X, Yin J, Fu Y, Shen Y, Zhang C, Yao S, Xu C, Xia M, Lou G, Liu J, Lin B, Wang J, Zhao W, Zhang J, Cheng W, Guo H, Guo R, Xue F, Wang X, Han L, Li X, Zhang P, Zhao J, Li W, Dou Y, Wang Z, Liu J, Li K, Chen G, Sun C, Sun P, Lu W, Yao Q. Preoperative and intraoperative assessment of myometrial invasion in patients with FIGO stage I non-endometrioid endometrial carcinoma-a large-scale, multi-center, and retrospective study. Diagn Pathol 2023; 18:8. [PMID: 36698195 PMCID: PMC9878924 DOI: 10.1186/s13000-023-01294-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/16/2023] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION Myometrial invasion is a prognostic factor for lymph node metastases and decreased survival in non-endometrioid endometrial carcinoma patients. Herein, we explored the mode of myometrial invasion diagnosis in FIGO stage I non-endometrioid carcinoma and evaluated the differences in diagnostic efficiency among intraoperative frozen section (IFS), intraoperative gross examination (IGE), magnetic resonance imaging (MRI), and computed tomography (CT) in clinical practice. Finally, we suggested which test should be routinely performed. METHOD This was a historical cohort study nationwide with 30 centers in China between January 2000 and December 2019. Clinical data, including age, histology, method of myometrial invasion evaluation (MRI, CT, IGE, and IFS), and final diagnosis of postoperative paraffin sections, were collected from 490 non-endometrioid endometrial carcinoma (serous, clear cell, undifferentiated, mixed carcinoma, and carcinosarcoma) women in FIGO stage I. RESULTS Among the 490 patients, 89.59% presented myometrial invasion. The methods reported for myometrial invasion assessment were IFS in 23.47%, IGE in 69.59%, MRI in 37.96%, and CT in 10.20% of cases. The highest concordance was detected between IFS and postoperative paraffin sections (Kappa = 0.631, accuracy = 93.04%), followed by IGE (Kappa = 0.303, accuracy = 82.40%), MRI (Kappa = 0.131, accuracy = 69.35%), and CT (Kappa = 0.118, accuracy = 50.00%). A stable diagnostic agreement between IFS and the final results was also found through the years (2000-2012: Kappa = 0.776; 2013-2014: Kappa = 0.625; 2015-2016: Kappa = 0.545; 2017-2019: Kappa = 0.652). CONCLUSION In China, the assessment of myometrial invasion in non-endometrioid endometrial carcinoma is often performed via IGE, but the reliability is relatively low in contrast to IFS. In clinical practice, IFS is a reliable method that can help accurately assess myometrial invasion and intraoperative decision-making (lymph node dissection or not). Hence, it should be routinely performed in non-endometrioid endometrial carcinoma patients.
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Affiliation(s)
- Xiaohang Yang
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Jingjing Yin
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yu Fu
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yuanming Shen
- grid.13402.340000 0004 1759 700XWomen’s Hospital, School of Medicine, Zhejiang University, Hangzhou, 310000 China
| | - Chuyao Zhang
- grid.488530.20000 0004 1803 6191Department of Gynecologic Oncology, Sun Yat-Sen University Cancer Center, 651 Dongfeng E Rd, Guangzhou, 510060 China
| | - Shuzhong Yao
- grid.412615.50000 0004 1803 6239Department of Obstetrics and Gynecology, The First Affiliated Hospital of Sun Yat-Sen University, No 58. Zhong Shan ER Lu, Guangzhou, 510080 China
| | - Congjian Xu
- grid.412312.70000 0004 1755 1415Department of Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Min Xia
- grid.440323.20000 0004 1757 3171Department of Gynecology and Obstetrics, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO 20 Yuhuangding East Road, Yantai, Shandong 264000 China
| | - Ge Lou
- grid.412651.50000 0004 1808 3502Department of Gynecology Oncology, Harbin Medical University Cancer Hospital, Harbin, 150086 China
| | - Jihong Liu
- grid.488530.20000 0004 1803 6191Department of Gynecologic Oncology, Sun Yat-Sen University Cancer Center, 651 Dongfeng E Rd, Guangzhou, 510060 China
| | - Bei Lin
- grid.412467.20000 0004 1806 3501Department of Obstetrics and Gynecology, Shengjing Hospital Affiliated to China Medical University, No. 36, Sanhao Street, Heping District, Shenyang, Liaoning 110004 China
| | - Jianliu Wang
- grid.411634.50000 0004 0632 4559Peking University People’s Hospital, Beijing, 100044 China
| | - Weidong Zhao
- grid.59053.3a0000000121679639The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230001 China
| | - Jieqing Zhang
- grid.256607.00000 0004 1798 2653Department of Gynecologic Oncology, Guangxi Medical University Cancer Hospital, 71 Hedi Road, Nanning, Guangxi 530021 China
| | - Wenjun Cheng
- grid.412676.00000 0004 1799 0784The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Gulou District, Nanjing, Jiangsu 210029 China
| | - Hongyan Guo
- grid.411642.40000 0004 0605 3760The Third Hospital of Peking University, 49 North Garden Rd., Haidian District, Beijing, China
| | - Ruixia Guo
- grid.412633.10000 0004 1799 0733Department of Gynecology and Obstetrics, The First Affiliated Hospital of Zhengzhou University, No.1, Jianshe East Road, Zhengzhou, 450052 China
| | - Fengxia Xue
- grid.412645.00000 0004 1757 9434Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, 154 Anshan Dao, Heping District, Tianjin, 300052 China
| | - Xipeng Wang
- grid.412987.10000 0004 0630 1330Department of Gynecology and Obstetrics, XinHua Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, 200092 China
| | - Lili Han
- grid.410644.3Department of Gynecology, People’s Hospital of Xinjiang Uygur Autonomous Region, No. 91 Tianchi Street, Tianshan District, Urumqi, 830001 China
| | - Xiaomao Li
- grid.412558.f0000 0004 1762 1794Department of Gynecology and Obstetrics, The Third Affiliated Hospital, Sun Yat-Sen University, No. 600 Tianhe Road, Tianhe District, Guangzhou, 510630 China
| | - Ping Zhang
- grid.452704.00000 0004 7475 0672Department of Gynecology, The Second Hospital of Shandong University, 247 Bei Yuan Street, Jinan, Shandong 250033 China
| | - Jianguo Zhao
- grid.410626.70000 0004 1798 9265Department of Gynecologic Oncology, Tianjin Central Hospital of Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China ,grid.216938.70000 0000 9878 7032Tianjin Clinical Research Center for Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China ,grid.216938.70000 0000 9878 7032Branch of National Clinical Research Center for Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China
| | - Wenting Li
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yingyu Dou
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Zizhuo Wang
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Jingbo Liu
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Kezhen Li
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Gang Chen
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Chaoyang Sun
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Pengming Sun
- grid.256112.30000 0004 1797 9307Fujian Provincial Women & Children’s Hospital, Fujian Provincial Maternity & Children Health Hospital, Fujian Medical University, Fuzhou, Fujian 350000 China
| | - Weiguo Lu
- grid.13402.340000 0004 1759 700XWomen’s Hospital, School of Medicine, Zhejiang University, Hangzhou, 310000 China
| | - Qin Yao
- grid.412521.10000 0004 1769 1119Department of Obstetrics and Gynecology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, Shandong 266003 China
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Åkesson Å, Adok C, Dahm-Kähler P. Recurrence and survival in endometrioid endometrial cancer - a population-based cohort study. Gynecol Oncol 2023; 168:127-134. [PMID: 36434947 DOI: 10.1016/j.ygyno.2022.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 11/10/2022] [Accepted: 11/13/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to investigate recurrences and survival in endometrioid endometrial cancer (EC) in a complete population-based cohort. METHODS A regional population-based study including women with endometrioid EC, identified by the Swedish Quality Registry for Gynecological Cancer (SQRGC), where primary surgery was performed between 2010 and 2017. Patient characteristics and outcomes, including recurrences, were retrieved from the SQRGC and completed by records reviews. Overall (OS), net (NS) and disease-free survival (DFS) were calculated using the Kaplan-Meier method. The Fine and Gray proportional subdistribution hazards' regression model was used for risk factors for recurrence. RESULTS There were 1630 women included in the study, whereof 136 (8.3%) had a recurrence with a median time to recurrence of 22.5 months (range 3.2-59.3). One site of recurrence was diagnosed in 69.1%, while 27.2% being only vaginal. The total 5-year OS was 88.0%(95% CI:86.4-89.7) and the 5-year NS 98.6%(95% CI:96.5-100.7). If no recurrence occurred, the OS was 91.9%(95% CI:90.4-93.3) and NS 102.8%(95% CI:100.9-104.8). For only vaginal recurrence, 5-year OS was 77.0%(95% CI:64.0-92.6) compared to 36.1%(95% CI:27.5-47.3) for all other recurrences. The total 5-year DFS was 83.9%(95% CI:82.0-85.7). In the multivariable analysis, age, FIGO stage and primary treatment were found independent factors for recurrence with a HR of 1.29(95% CI:1.11-1.51;p = 0.001) for age, 2.78(95% CI:1.80-4.29;p < 0.001) for FIGO stage III and 1.84(95% CI:1.22-2.78;p 0.004) for adjuvant treatment. CONCLUSION There is an overall low recurrence rate for endometrioid ECs with a minor portion being only vaginal, associated with a favorable survival in contrast to other recurrences with a poor prognosis. Age, FIGO stage III and adjuvant treatment were found independent prognostic factors for recurrence.
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Affiliation(s)
- Åsa Åkesson
- The Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden; The Institute of Clinical Sciences, Sahlgrenska Academy at the University of Gothenburg, Sweden.
| | - Claudia Adok
- Regional Cancer Center Western Sweden, Gothenburg, Sweden
| | - Pernilla Dahm-Kähler
- The Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden; The Institute of Clinical Sciences, Sahlgrenska Academy at the University of Gothenburg, Sweden
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12
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Jiang X, Song J, Zhang A, Cheng W, Duan S, Liu X, Chen T. Preoperative Assessment of MRI-Invisible Early-Stage Endometrial Cancer With MRI-Based Radiomics Analysis. J Magn Reson Imaging 2022. [PMID: 36259352 DOI: 10.1002/jmri.28492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 10/07/2022] [Accepted: 10/07/2022] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Radiomics-based analyses have demonstrated impact on studies of endometrial cancer (EC). However, there have been no radiomics studies investigating preoperative assessment of MRI-invisible EC to date. PURPOSE To develop and validate radiomics models based on sagittal T2-weighted images (T2WI) and T1-weighted contrast-enhanced images (T1CE) for the preoperative assessment of MRI-invisible early-stage EC and myometrial invasion (MI). STUDY TYPE Retrospective. POPULATION One hundred fifty-eight consecutive patients (mean age 50.7 years) with MRI-invisible endometrial lesions were enrolled from June 2016 to March 2022 and randomly divided into the training (n = 110) and validation cohort (n = 48) using a ratio of 7:3. FIELD STRENGTH/SEQUENCE 3-T, T2WI, and T1CE sequences, turbo spin echo. ASSESSMENT Two radiologists performed image segmentation and extracted features. Endometrial lesions were histopathologically classified as benign, dysplasia, and EC with or without MI. In the training cohort, 28 and 20 radiomics features were selected to build Model 1 and Model 2, respectively, generating rad-score 1 (RS1) and rad-score 2 (RS2) for evaluating MRI-invisible EC and MI. STATISTICAL TESTS The least absolute shrinkage and selection operator logistic regression method was used to select radiomics features. Mann-Whitney U tests and Chi-square test were used to analyze continuous and categorical variables. Receiver operating characteristic curve (ROC) and decision curve analysis were used for performance evaluation. The area under the ROC curve (AUC), accuracy, sensitivity, specificity, positive predictive value, and negative predictive value were calculated. A P-value <0.05 was considered statistically significant. RESULTS Model 1 had good performance for preoperative detecting of MRI-invisible early-stage EC in the training and validation cohorts (AUC: 0.873 and 0.918). In addition, Model 2 had good performance in assessment of MI of MRI-invisible endometrial lesions in the training and validation cohorts (AUC: 0.854 and 0.834). DATA CONCLUSION MRI-based radiomics models may provide good performance for detecting MRI-invisible EC and MI. EVIDENCE LEVEL 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Xiaoting Jiang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jiacheng Song
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Aining Zhang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wenjun Cheng
- Department of Gynaecology and Obstetrics, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Shaofeng Duan
- GE Healthcare, Precision Health Institution, Shanghai, China
| | - Xisheng Liu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ting Chen
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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13
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Current Approaches to the Management of Patients with Endometrial Cancer. Cancers (Basel) 2022; 14:cancers14184500. [PMID: 36139659 PMCID: PMC9497194 DOI: 10.3390/cancers14184500] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/06/2022] [Accepted: 09/13/2022] [Indexed: 02/07/2023] Open
Abstract
Simple Summary New data, the development of new methods of treatment and management and the rising incidence of endometrial cancer require constant reviewing, in order to inform healthcare professionals about the current approaches to endometrial cancer. This review aims to present old, new and emerging perspectives in the management of endometrial cancer and evaluate the existing therapeutic strategies, by assessing the different surgical routes, the position of adjuvant therapies in the treatment of endometrial cancer and the implementation of SLNB. Upon reviewing literature data, it became clear that minimally invasive surgery is becoming gradually the preferred route of surgery, whereas SLNB is gaining more ground and could yield important information about the management needed in low-risk and high-risk endometrial cancer. Abstract The incidence of endometrial cancer (EC) is rising and healthcare professionals need to be informed about the latest data on the constant developments in the field of its management. With particular interest in the classification and management of EC, we surveyed current literature, national and international data, and guidelines, as well as the latest studies to present the most recent data regarding the management of EC. It became evident that despite the consensus on low-risk EC, there are still controversies surrounding the management of high-risk EC, especially regarding the role of sentinel lymph node biopsy (SLNB). Our aim is to present the old and new perspectives in the management of EC, the different available surgical routes, the possible desire for fertility preservation, the role of adjuvant therapies and the focus on the advantages and the limitations of the implementation of SLNB in therapeutic strategies. It became evident throughout our search and based on literature data that minimally invasive surgery (MIS) leads to satisfying outcomes, thus becoming gradually the preferred route of surgery, while SLNB could provide essential information and guidance about the overall management needed in cases of both low-risk and high-risk EC.
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14
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Di Spiezio Sardo A, Saccone G, Carugno J, Pacheco L, Zizolfi B, Haimovich S, Clark T. Endometrial biopsy under direct hysteroscopic visualisation versus blind endometrial sampling for the diagnosis of endometrial hyperplasia and cancer: Systematic review and meta-analysis. Facts Views Vis Obgyn 2022; 14:103-110. [DOI: 10.52054/fvvo.14.2.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Background: Endometrial cancer is the most common gynaecological neoplasia in western countries. Diagnosis of endometrial cancer requires an endometrial biopsy. A good quality endometrial biopsy allows not only the identification of the pathology, but also preoperative histologic subtype classification. Endometrial biopsy can be performed under direct hysteroscopic visualisation, but also using blind sampling techniques
Objectives: To compare endometrial biopsy performed under direct hysteroscopic visualisation versus blind sampling for the diagnosis of endometrial hyperplasia and cancer.
Materials and Methods: Systematic review and meta-analysis. Electronic databases were searched from their inception until March 2022.We included all studies comparing endometrial biopsy performed under direct hysteroscopic visualisation versus blind endometrial sampling.
Main outcome measures: Sample adequacy, failure rate to detect endometrial cancer or endometrial hyperplasia, and rate of detection of endometrial cancer. The summary measures were reported as relative risk (RR) with 95% of confidence interval (CI).
Results: Four studies with a total of 1,295 patients were included. Endometrial biopsy under direct hysteroscopic visualisation was associated with a significantly higher rate of sample adequacy (RR 1.13, 95% CI 1.10 to 1.17), and significantly lower risk of failure to detect endometrial cancer or endometrial hyperplasia (RR 0.16, 95% CI 0.03 to 0.92) compared to blind endometrial sampling. However, there was no significant difference between endometrial biopsies taken under direct hysteroscopic visualisation or blindly, with or without a preceding diagnostic hysteroscopy, in the rate of detection of endometrial cancer (RR 0.18, 95% CI 0.03 to 1.06).
Conclusion: Hysteroscopic endometrial biopsy under direct visualisation is associated with significantly higher rate of sample adequacy and is comparable to blind endometrial sampling for the diagnosis of endometrial cancer and precancer.
What is new? Hysteroscopic endometrial biopsy under direct visualisation would be expected to reduce diagnostic failure for endometrial cancer compared to blind endometrial sampling.
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Mandato VD, Palicelli A, Torricelli F, Mastrofilippo V, Leone C, Dicarlo V, Tafuni A, Santandrea G, Annunziata G, Generali M, Pirillo D, Ciarlini G, Aguzzoli L. Should Endometrial Cancer Treatment Be Centralized? BIOLOGY 2022; 11:biology11050768. [PMID: 35625496 PMCID: PMC9138425 DOI: 10.3390/biology11050768] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/10/2022] [Accepted: 05/13/2022] [Indexed: 05/17/2023]
Abstract
Endometrial cancer (EC) is the most common malignancy of the female genital tract in Western and emerging countries. In 2012, new cancer cases numbered 319,605, and 76,160 cancer deaths were diagnosed worldwide. ECs are usually diagnosed after menopause; 70% of ECs are diagnosed at an early stage with a favorable prognosis and a 5-year overall survival rate of 77%. On the contrary, women with advanced or recurrent disease have extremely poor outcomes because they show a low response rate to conventional chemotherapy. EC is generally considered easy to treat, although it presents a 5-year mortality of 25%. Though the guidelines (GLs) recommend treatment in specialized centers by physicians specializing in gynecologic oncology, most women are managed by general gynecologists, resulting in differences and discrepancies in clinical management. In this paper we reviewed the literature with the aim of highlighting where the treatment of EC patients requires gynecologic oncologists, as suggested by the GLs. Moreover, we sought to identify the causes of the lack of GL adherence, suggesting useful changes to ensure adequate treatment for all EC patients.
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Affiliation(s)
- Vincenzo Dario Mandato
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
- Correspondence:
| | - Andrea Palicelli
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
| | - Federica Torricelli
- Laboratory of Translational Research, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy;
| | - Valentina Mastrofilippo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Chiara Leone
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Vittoria Dicarlo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Alessandro Tafuni
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
- Pathology Unit, Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Giacomo Santandrea
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Gianluca Annunziata
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Matteo Generali
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Debora Pirillo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Gino Ciarlini
- Unit of Surgical Gynecol Oncology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (G.C.); (L.A.)
| | - Lorenzo Aguzzoli
- Unit of Surgical Gynecol Oncology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (G.C.); (L.A.)
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Liu D, Yang L, Du D, Zheng T, Liu L, Wang Z, Du J, Dong Y, Yi H, Cui Y. Multi-Parameter MR Radiomics Based Model to Predict 5-Year Progression-Free Survival in Endometrial Cancer. Front Oncol 2022; 12:813069. [PMID: 35433486 PMCID: PMC9008734 DOI: 10.3389/fonc.2022.813069] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 02/21/2022] [Indexed: 12/26/2022] Open
Abstract
BackgroundRelapse is the major cause of mortality in patients with resected endometrial cancer (EC). There is an urgent need for a feasible method to identify patients with high risk of relapse.PurposeTo develop a multi-parameter magnetic resonance imaging (MRI) radiomics-based nomogram model to predict 5-year progression-free survival (PFS) in EC.MethodsFor this retrospective study, 202 patients with EC followed up for at least 5 years after hysterectomy. A radiomics signature was extracted from T2-weighted imaging (T2WI), apparent diffusion coefficient (ADC) and a dynamic contrast-enhanced three-dimensional volumetric interpolated breath-hold examination (3D-VIBE). The radiomics score (RS) was calculated based on the least absolute shrinkage and selection operator (LASSO) regression. We have developed a radiomics based nomogram model (ModelN) incorporating the RS and clinical and conventional MR (cMR) risk factors. The performance was evaluated by the receiver operating characteristic curve (ROC), calibration curve and decision curve analysis (DCA).ResultsThe ModelN demonstrated a good calibration and satisfactory discrimination, with a mean area under the curve (AUC) of 0.840 and 0.958 in the training and test cohorts, respectively. In comparison with clinical prediction model (ModelC), the discrimination ability of ModelN showed an improvement with P < 0.001 for the training cohort and P=0.032 for the test cohort. Compared to the radiomics prediction model (ModelR), ModelN discrimination ability showed an improvement for the training cohort with P = 0.021, with no statistically significant difference in the test cohort (P = 0.106). Calibration curves suggested a good fit for probability (Hosmer–Lemeshow test, P = 0.610 and P = 0.956 for the training and test cohorts, respectively).ConclusionThis multi-parameter nomogram model incorporating clinical and cMR findings is a valid method to predict 5-year PFS in patients with EC.
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Affiliation(s)
- Defeng Liu
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Linsha Yang
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Dan Du
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Tao Zheng
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Lanxiang Liu
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Zhanqiu Wang
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Juan Du
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Yanchao Dong
- Department of Intervention, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Huiling Yi
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Yujie Cui
- Medical Imaging Center, First Hospital of Qinhuangdao, Qinhuangdao, China
- *Correspondence: Yujie Cui,
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