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Cappuccio S, Marchetti C, Altıntaş DA, Oliva R, Russo SA, Costantini B, Giannarelli D, Quagliozzi L, Scambia G, Fagotti A. Low-grade versus high-grade serous ovarian cancer: comparison of surgical outcomes after secondary cytoreductive surgery. Int J Gynecol Cancer 2024; 34:293-299. [PMID: 38135438 DOI: 10.1136/ijgc-2023-004854] [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] [Indexed: 12/24/2023] Open
Abstract
OBJECTIVE Retrospective series have shown secondary cytoreductive surgery improves oncological outcomes in recurrent low-grade serous ovarian cancer. We aim to compare surgical procedures and complications between patients with low-grade and high-grade recurrent serous ovarian cancer. METHODS This retrospective single-institution study includes patients with recurrent low-grade and high-grade serous ovarian cancer undergoing surgery between January 2012 to December 2021. Patients were propensity matched 1:3 for residual tumor at first surgery, presence of ascites and performance status. Complexity of surgery and postoperative complications were analyzed. RESULTS A total of 116 patients undergoing secondary cytoreductive surgery were included with 29 patients (25%) having low-grade ovarian cancer. The median age of the patients was 54 years (range: 19-85) and 57 years (range: 29-78) in low-grade and high-grade ovarian cancer, respectively (p=0.13). Stages III/IV at diagnosis were more frequent in patients with high-grade ovarian cancers (p<0.001). Peritoneal involvement was higher in low-grade compared with high-grade ovarian cancer as shown by the higher rate of diaphragmatic (41.4% vs 21.8%, p=0.05), abdominal wall (41.4% vs 18.4%, p=0.02) and pelvic (51.7% vs 21.8%, p=0.01) peritonectomy. Multiple bowel resections were higher in low-grade ovarian cancer (24.1% vs 8.0%, p=0.04), while high-grade ovarian cancer had a higher rate of nodal recurrences (73.2%% vs 37.9%, p=0.03). Overall, surgical complexity was higher in low-grade ovarian cancer (58.6% vs 36.8%; p=0.05), with higher median estimated blood loss (400 vs 200 mL; p=0.01) compared with high-grade. Complete cytoreduction was achieved in 26 patients (89.7%) with low-grade and 84 (96.6%) with high-grade (p=0.16) ovarian cancer, with no significant differences in postoperative complications. CONCLUSIONS Secondary cytoreductive surgery in low-grade serous ovarian cancer patients was associated with higher complexity, multiple bowel resections, and higher median estimated blood loss than in high-grade serous ovarian cancer. The comparable rate of postoperative complications suggests that secondary cytoreductive surgery in this group of patients is feasible in expert centers.
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Affiliation(s)
- Serena Cappuccio
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Claudia Marchetti
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | | | | | | | - Barbara Costantini
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- UniCamillus, Rome, Italy
| | - Diana Giannarelli
- Epidemiology and Biostatistics Facility, G-STeP Generator, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Lorena Quagliozzi
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Giovanni Scambia
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Anna Fagotti
- Department of Women, Child and Public Health Sciences, Gynecologic Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
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de Jong D, Thangavelu A, Broadhead T, Chen I, Burke D, Hutson R, Johnson R, Kaufmann A, Lodge P, Nugent D, Quyn A, Theophilou G, Laios A. Prerequisites to improve surgical cytoreduction in FIGO stage III/IV epithelial ovarian cancer and subsequent clinical ramifications. J Ovarian Res 2023; 16:214. [PMID: 37951927 PMCID: PMC10638711 DOI: 10.1186/s13048-023-01303-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 10/26/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND No residual disease (CC 0) following cytoreductive surgery is pivotal for the prognosis of women with advanced stage epithelial ovarian cancer (EOC). Improving CC 0 resection rates without increasing morbidity and no delay in subsequent chemotherapy favors a better outcome in these women. Prerequisites to facilitate this surgical paradigm shift and subsequent ramifications need to be addressed. This quality improvement study assessed 559 women with advanced EOC who had cytoreductive surgery between January 2014 and December 2019 in our tertiary referral centre. Following implementation of the Enhanced Recovery After Surgery (ERAS) pathway and prehabilitation protocols, the surgical management paradigm in advanced EOC patients shifted towards maximal surgical effort cytoreduction in 2016. Surgical outcome parameters before, during, and after this paradigm shift were compared. The primary outcome measure was residual disease (RD). The secondary outcome parameters were postoperative morbidity, operative time (OT), length of stay (LOS) and progression-free-survival (PFS). RESULTS R0 resection rate in patients with advanced EOC increased from 57.3% to 74.4% after the paradigm shift in surgical management whilst peri-operative morbidity and delays in adjuvant chemotherapy were unchanged. The mean OT increased from 133 + 55 min to 197 + 85 min, and postoperative high dependency/intensive care unit (HDU/ICU) admissions increased from 8.1% to 33.1%. The subsequent mean LOS increased from 7.0 + 2.6 to 8.4 + 4.9 days. The median PFS was 33 months. There was no difference for PFS in the three time frames but a trend towards improvement was observed. CONCLUSIONS Improved CC 0 surgical cytoreduction rates without compromising morbidity in advanced EOC is achievable owing to the right conditions. Maximal effort cytoreductive surgery should solely be carried out in high output tertiary referral centres due to the associated substantial prerequisites and ramifications.
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Affiliation(s)
- Diederick de Jong
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Amudha Thangavelu
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Timothy Broadhead
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Inga Chen
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Dermot Burke
- Department of Surgery, Colorectal Surgery Service, St. James's University Hospital LTHT, Leeds, UK
| | - Richard Hutson
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Racheal Johnson
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Angelika Kaufmann
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Peter Lodge
- Department of Surgery, Hepatobilliary Surgery and Liver Transplant Service, St. James's University Hospital LTHT, Leeds, UK
| | - David Nugent
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Aaron Quyn
- Department of Surgery, Hepatobilliary Surgery and Liver Transplant Service, St. James's University Hospital LTHT, Leeds, UK
| | - Georgios Theophilou
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK
| | - Alexandros Laios
- Department of Gynaecological Oncology, ESGO Centre of Excellence in advanced ovarian cancer surgery, St. James's University Hospital, LTHT, Beckett Street, Leeds, LS9 7TF, UK.
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3
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Laios A, Kalampokis E, Johnson R, Munot S, Thangavelu A, Hutson R, Broadhead T, Theophilou G, Nugent D, De Jong D. Development of a Novel Intra-Operative Score to Record Diseases' Anatomic Fingerprints (ANAFI Score) for the Prediction of Complete Cytoreduction in Advanced-Stage Ovarian Cancer by Using Machine Learning and Explainable Artificial Intelligence. Cancers (Basel) 2023; 15:cancers15030966. [PMID: 36765924 PMCID: PMC9913185 DOI: 10.3390/cancers15030966] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The Peritoneal Carcinomatosis Index (PCI) and the Intra-operative Mapping for Ovarian Cancer (IMO), to a lesser extent, have been universally validated in advanced-stage epithelial ovarian cancer (EOC) to describe the extent of peritoneal dissemination and are proven to be powerful predictors of the surgical outcome with an added sensitivity of assessment at laparotomy of around 70%. This leaves room for improvement because the two-dimensional anatomic scoring model fails to reflect the patient's real anatomy, as seen by a surgeon. We hypothesized that tumor dissemination in specific anatomic locations can be more predictive of complete cytoreduction (CC0) and survival than PCI and IMO tools in EOC patients. (2) Methods: We analyzed prospectively data collected from 508 patients with FIGO-stage IIIB-IVB EOC who underwent cytoreductive surgery between January 2014 and December 2019 at a UK tertiary center. We adapted the structured ESGO ovarian cancer report to provide detailed information on the patterns of tumor dissemination (cancer anatomic fingerprints). We employed the extreme gradient boost (XGBoost) to model only the variables referring to the EOC disseminated patterns, to create an intra-operative score and judge the predictive power of the score alone for complete cytoreduction (CC0). Receiver operating characteristic (ROC) curves were then used for performance comparison between the new score and the existing PCI and IMO tools. We applied the Shapley additive explanations (SHAP) framework to support the feature selection of the narrated cancer fingerprints and provide global and local explainability. Survival analysis was performed using Kaplan-Meier curves and Cox regression. (3) Results: An intra-operative disease score was developed based on specific weights assigned to the cancer anatomic fingerprints. The scores range from 0 to 24. The XGBoost predicted CC0 resection (area under curve (AUC) = 0.88 CI = 0.854-0.913) with high accuracy. Organ-specific dissemination on the small bowel mesentery, large bowel serosa, and diaphragmatic peritoneum were the most crucial features globally. When added to the composite model, the novel score slightly enhanced its predictive value (AUC = 0.91, CI = 0.849-0.963). We identified a "turning point", ≤5, that increased the probability of CC0. Using conventional logistic regression, the new score was superior to the PCI and IMO scores for the prediction of CC0 (AUC = 0.81 vs. 0.73 and 0.67, respectively). In multivariate Cox analysis, a 1-point increase in the new intra-operative score was associated with poorer progression-free (HR: 1.06; 95% CI: 1.03-1.09, p < 0.005) and overall survival (HR: 1.04; 95% CI: 1.01-1.07), by 4% and 6%, respectively. (4) Conclusions: The presence of cancer disseminated in specific anatomical sites, including small bowel mesentery, large bowel serosa, and diaphragmatic peritoneum, can be more predictive of CC0 and survival than the entire PCI and IMO scores. Early intra-operative assessment of these areas only may reveal whether CC0 is achievable. In contrast to the PCI and IMO scores, the novel score remains predictive of adverse survival outcomes.
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Affiliation(s)
- Alexandros Laios
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
- Correspondence:
| | - Evangelos Kalampokis
- Information Systems Lab, Department of Business Administration, University of Macedonia, 54636 Thessaloniki, Greece
| | - Racheal Johnson
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Sarika Munot
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Amudha Thangavelu
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Richard Hutson
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Tim Broadhead
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Georgios Theophilou
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - David Nugent
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
| | - Diederick De Jong
- Department of Gynaecologic Oncology, St James’s University Hospital, Leeds LS9 7TF, UK
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4
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Ghirardi V, Fagotti A, Ansaloni L, Valle M, Roviello F, Sorrentino L, Accarpio F, Baiocchi G, Piccini L, De Simone M, Coccolini F, Visaloco M, Bacchetti S, Scambia G, Marrelli D. Diagnostic and Therapeutic Pathway of Advanced Ovarian Cancer with Peritoneal Metastases. Cancers (Basel) 2023; 15:407. [PMID: 36672356 PMCID: PMC9856580 DOI: 10.3390/cancers15020407] [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: 11/10/2022] [Revised: 12/27/2022] [Accepted: 12/30/2022] [Indexed: 01/11/2023] Open
Abstract
Over two thirds of ovarian cancer patients present with advanced stage disease at the time of diagnosis. In this scenario, standard treatment includes a combination of cytoreductive surgery and carboplatinum-paclitaxel-based chemotherapy. Despite the survival advantage of patients treated with upfront cytoreductive surgery compared to women undergoing neo-adjuvant chemotherapy (NACT) and interval debulking surgery (IDS) due to high tumor load or poor performance status has been demonstrated by multiple studies, this topic is still a matter of debate. As a consequence, selecting the adequate treatment through an appropriate diagnostic pathway represents a crucial step. Aiming to assess the likelihood of leaving no residual disease at the end of surgery, the role of the CT scan as a predictor of cytoreductive outcomes has shown controversial results. Similarly, CA 125 level as an expression of tumor load demonstrated limited applicability. On the contrary, laparoscopic assessment of disease distribution through a validated scoring system was able to identify, with the highest specificity, patients undergoing suboptimal cytoreduction and therefore best suitable for NACT-IDS. Against this background, with this article, we aim to provide a comprehensive review of available evidence on the diagnostic and treatment pathways of advanced ovarian cancer.
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Affiliation(s)
- Valentina Ghirardi
- UOC Ginecologia Oncologica, Dipartimento per la Salute della Donna e del Bambino e della Salute Pubblica, Fondazione Policlinico Universitario a Gemelli (IRCCS), Catholic University of Sacred Heart, 00167 Rome, Italy
| | - Anna Fagotti
- UOC Ginecologia Oncologica, Dipartimento per la Salute della Donna e del Bambino e della Salute Pubblica, Fondazione Policlinico Universitario a Gemelli (IRCCS), Catholic University of Sacred Heart, 00167 Rome, Italy
| | - Luca Ansaloni
- Unit of General Surgery, San Matteo Hospital, 27100 Pavia, Italy
| | - Mario Valle
- Peritoneal Tumours Unit, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
| | - Franco Roviello
- Unit of General Surgery and Surgical Oncology, Department of Medicine, Surgery, and Neurosciences, University of Siena, 53100 Siena, Italy
| | - Lorena Sorrentino
- SC Chirurgia Generale d’Urgenza ed Oncologica, AOU Policlinico di Modena, 41124 Modena, Italy
| | - Fabio Accarpio
- CRS and HIPEC Unit, Pietro Valdoni, Umberto I Policlinico di Roma, 00161 Roma, Italy
| | - Gianluca Baiocchi
- Department of Clinical and Experimental Sciences, University of Brescia, ASST Spedali Civili, 25123 Brescia, Italy
| | - Lorenzo Piccini
- General and Peritoneal Surgery, Department of Surgery, Pisa University Hospital, 56100 Pisa, Italy
| | | | - Federico Coccolini
- General, Emergency and Trauma Surgery, Pisa University Hospital, 56100 Pisa, Italy
| | - Mario Visaloco
- U.O.C Pronto Soccorso Generale. Con O.B.I., Azienda Ospedaliera Universitaria “G. Martino”, 98124 Messina, Italy
| | - Stefano Bacchetti
- AOUD Center Advanced Surgical Oncology, DAME University of Udine, 33100 Udine, Italy
| | - Giovanni Scambia
- UOC Ginecologia Oncologica, Dipartimento per la Salute della Donna e del Bambino e della Salute Pubblica, Fondazione Policlinico Universitario a Gemelli (IRCCS), Catholic University of Sacred Heart, 00167 Rome, Italy
| | - Daniele Marrelli
- Unit of General Surgery and Surgical Oncology, Department of Medicine, Surgery, and Neurosciences, University of Siena, 53100 Siena, Italy
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Pawłowska A, Skiba W, Suszczyk D, Kuryło W, Jakubowicz-Gil J, Paduch R, Wertel I. The Dual Blockade of the TIGIT and PD-1/PD-L1 Pathway as a New Hope for Ovarian Cancer Patients. Cancers (Basel) 2022; 14:5757. [PMID: 36497240 PMCID: PMC9740841 DOI: 10.3390/cancers14235757] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/17/2022] [Accepted: 11/19/2022] [Indexed: 11/25/2022] Open
Abstract
The prognosis for ovarian cancer (OC) patients is poor and the five-year survival rate is only 47%. Immune checkpoints (ICPs) appear to be the potential targets in up-and-coming OC treatment. However, the response of OC patients to immunotherapy based on programmed cell death pathway (PD-1/PD-L1) inhibitors totals only 6-15%. The promising approach is a combined therapy, including other ICPs such as the T-cell immunoglobulin and ITIM domain/CD155/DNAX accessory molecule-1 (TIGIT/CD155/DNAM-1) axis. Preclinical studies in a murine model of colorectal cancer showed that the dual blockade of PD-1/PD-L1 and TIGIT led to remission in the whole studied group vs. the regression of the tumors with the blockade of a single pathway. The approach stimulates the effector activity of T cells and NK cells, and redirects the immune system activity against the tumor. The understanding of the synergistic action of the TIGIT and PD-1/PD-L1 blockade is, however, poor. Thus, the aim of this review is to summarize the current knowledge about the mode of action of the dual TIGIT and PD-1/PD-L1 blockade and its potential benefits for OC patients. Considering the positive impact of this combined therapy in malignancies, including lung and colorectal cancer, it appears to be a promising approach in OC treatment.
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Affiliation(s)
- Anna Pawłowska
- Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland
| | - Wiktoria Skiba
- Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland
| | - Dorota Suszczyk
- Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland
| | - Weronika Kuryło
- Students’ Scientific Association, Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland
| | - Joanna Jakubowicz-Gil
- Department of Functional Anatomy and Cytobiology, Maria Curie-Skłodowska University, Akademicka 19, 20-033 Lublin, Poland
| | - Roman Paduch
- Department of Virology and Immunology, Institute of Microbiology and Biotechnology, Faculty of Biology and Biotechnology, Maria Curie-Skłodowska University, Akademicka 19, 20-033 Lublin, Poland
| | - Iwona Wertel
- Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland
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De Jong D, Otify M, Chen I, Jackson D, Jayasinghe K, Nugent D, Thangavelu A, Theophilou G, Laios A. Survival and Chemosensitivity in Advanced High Grade Serous Epithelial Ovarian Cancer Patients with and without a BRCA Germline Mutation: More Evidence for Shifting the Paradigm towards Complete Surgical Cytoreduction. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58111611. [PMID: 36363568 PMCID: PMC9699274 DOI: 10.3390/medicina58111611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/03/2022] [Accepted: 11/04/2022] [Indexed: 11/09/2022]
Abstract
Background and Objectives: Approximately 10−15% of high-grade serous ovarian cancer (HGSOC) cases are related to BRCA germline mutations. Better survival rates and increased chemosensitivity are reported in patients with a BRCA 1/2 germline mutation. However, the FIGO stage and histopathological entity may have been confounding factors. This study aimed to compare chemotherapy response and survival between patients with and without a BRCA 1/2 germline mutation in advanced HGSOC receiving neoadjuvant chemotherapy (NACT). Materials and Methods: A cohort of BRCA-tested advanced HGSOC patients undergoing cytoreductive surgery following NACT was analyzed for chemotherapy response and survival. Neoadjuvant chemotherapy served as a vehicle to assess chemotherapy response on biochemical (CA125), histopathological (CRS), biological (dissemination), and surgical (residual disease) levels. Univariate and multivariate analyses for chemotherapy response and survival were utilized. Results: Thirty-nine out of 168 patients had a BRCA ½ germline mutation. No differences in histopathological chemotherapy response between the patients with and without a BRCA ½ germline mutation were observed. Survival in the groups of patients was comparable Irrespective of the BRCA status, CRS 2 and 3 (HR 7.496, 95% CI 2.523−22.27, p < 0.001 & HR 4.069, 95% CI 1.388−11.93, p = 0.011), and complete surgical cytoreduction (p = 0.017) were independent parameters for a favored overall survival. Conclusions: HGSOC patients with or without BRCA ½ germline mutations, who had cytoreductive surgery, showed comparable chemotherapy responses and subsequent survival. Irrespective of BRCA status, advanced-stage HGSOC patients have a superior prognosis with complete surgical cytoreduction and good histopathological response to chemotherapy.
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Affiliation(s)
- Diederick De Jong
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Mohamed Otify
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Inga Chen
- Department of Obstetrics and Gynaecology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - David Jackson
- Department of Medical Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Kelum Jayasinghe
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - David Nugent
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Amudha Thangavelu
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Georgios Theophilou
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
| | - Alexandros Laios
- ESGO Center of Excellence for Advanced Ovarian Cancer Surgery, Department of Gynaecological Oncology, St James’s University Hospital, Leeds Teaching Hospitals Trust, Leeds LS9 7TF, UK
- Correspondence: ; Tel.: +44-(0)-1132068251
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7
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Bonsang-Kitzis H, Panchbhaya N, Bats AS, Pujade-Lauraine E, Pautier P, Ngô C, Le Frère-Belda MA, Kalbacher E, Floquet A, Berton-Rigaud D, Lefeuvre-Plesse C, Fabbro M, Ray-Coquard I, Lécuru F. Surgical Implications of Advanced Low-Grade Serous Ovarian Cancer: Analysis of the Database of the Tumeurs Malignes Rares Gynécologiques Network. Cancers (Basel) 2022; 14:cancers14092345. [PMID: 35565475 PMCID: PMC9105599 DOI: 10.3390/cancers14092345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 04/26/2022] [Accepted: 04/28/2022] [Indexed: 11/19/2022] Open
Abstract
Simple Summary Low-grade serous carcinoma is a recent entity. The surgical management of advanced stages is modeled on that of high-grade tumors, with the use of neoadjuvant chemotherapy in the case of carcinosis not amenable to complete primary resection. We retrospectively analyzed data from the French national network dedicated to rare gynecologic tumors. We compared disease extension, surgical characteristics, postoperative course and survival after primary surgery vs. interval debulking. Carcinosis was more extended in the case of neoadjuvant chemotherapy. However, chemotherapy did not reduce surgical complexity, nor late postoperative morbidity. Surprisingly, progression-free and overall survival were similar after complete macroscopic or minimal resection (residuals < 2.5 mm). Survival was similar in the case of residuals ≥2.5 mm or more and nonoperated patients. Neoadjuvant chemotherapy does not improve the resectability of advanced low-grade serous cancers. Primary cytoreduction with complete or with minimal residuals should be preferred when feasible. Abstract The surgical specificities of advanced low-grade serous ovarian carcinoma (LGSOC) have been little investigated. Our objective was to describe surgical procedures/complications in primary (PDS) compared to interval debulking surgery (neoadjuvant chemotherapy and interval debulking surgery, NACT-IDS) and to assess the survival (progression-free (PFS) and overall survival (OS)) in patients with advanced LGSOC. We retrospectively analyzed advanced LGSOC from a nationwide registry (January 2000 to July 2017). A total of 127 patients were included (48% PDS and 35% NACT-IDS). Peritoneal carcinomatosis was more severe (p = 0.01 to 0.0001, according to sites), surgery more complex (p = 0.03) and late postoperative morbidity more frequent (p = 0.03) and more severe in the NACT-IDS group. PFS and OS were similar in patients with CC0 and CC1 residual disease after PDS or IDS. Prognosis was poorest for NACT-IDS patients with CC2/CC3 resection (PFS: HR = 2.31, IC95% (1.3–4.58); p = 0.005; OS: HR = 4.98, IC95% (1.59–15.61); p = 0.006). NACT has no benefit in terms of surgical outputs in patients with advanced LGSOC. Patients with complete resection or minimal residual disease (CC0 and CC1) have similar prognoses. On the other hand, patients with CC2 and more residual disease have similar survival rates compared to nonoperated patients. Primary cytoreduction with complete or with minimal residuals should be preferred when feasible.
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Affiliation(s)
- Hélène Bonsang-Kitzis
- Gynecological and Breast Surgery and Cancerology Center, RAMSAY-Générale de Santé, Hôpital Privé des Peupliers, 75013 Paris, France; (H.B.-K.); (C.N.)
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
| | - Nabilah Panchbhaya
- Department of Obsterics and Gynecology, Hôpital Lariboisière, Assistance Publique—Hôpitaux de Paris, 75020 Paris, France;
| | - Anne-Sophie Bats
- Department of Breast and Gynecological Surgical Oncology, Hôpital Européen Georges Pompidou, Assistance Publique—Hôpitaux de Paris, 75015 Paris, France;
- School of Medicine, Université de Paris, 75005 Paris, France
| | - Eric Pujade-Lauraine
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- School of Medicine, Université de Paris, 75005 Paris, France
- Women Cancer Center and Clinical Research, Hôpital Hôtel-Dieu, Assistance Publique—Hôpitaux de Paris, 75006 Paris, France
| | - Patricia Pautier
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Institut Gustave Roussy, 94000 Villejuif, France
| | - Charlotte Ngô
- Gynecological and Breast Surgery and Cancerology Center, RAMSAY-Générale de Santé, Hôpital Privé des Peupliers, 75013 Paris, France; (H.B.-K.); (C.N.)
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
| | - Marie-Aude Le Frère-Belda
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Pathology, Hôpital Européen Georges Pompidou, Assistance Publique—Hôpitaux de Paris, 75015 Paris, France
| | - Elsa Kalbacher
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Hôpital Jean Minjoz, 25000 Besançon, France
| | - Anne Floquet
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Institut Bergonié, 33000 Bordeaux, France
| | - Dominique Berton-Rigaud
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Institut de Cancérologie de l’Ouest-René Gauducheau, 44000 Saint Herblain, France
| | - Claudia Lefeuvre-Plesse
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Centre Eugène Marquis, 35000 Rennes, France
| | - Michel Fabbro
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, 33000 Montpellier, France
| | - Isabelle Ray-Coquard
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Department of Medical Oncology, Centre Léon Bérard, 69000 Lyon, France
- School of Medicine, Claude Bernard University, 69000 Lyon, France
| | - Fabrice Lécuru
- GINECO/TMRG Network, 75008 Paris, France; (E.P.-L.); (P.P.); (M.-A.L.F.-B.); (E.K.); (A.F.); (D.B.-R.); (C.L.-P.); (M.F.); (I.R.-C.)
- Women Cancer Center and Clinical Research, Hôpital Hôtel-Dieu, Assistance Publique—Hôpitaux de Paris, 75006 Paris, France
- Department of Breast, Gynecology and Reconstructive Surgery, Institut Curie, 75005 Paris, France
- Correspondence:
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8
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Parafiniuk K, Skiba W, Pawłowska A, Suszczyk D, Maciejczyk A, Wertel I. The Role of the Adipokine Resistin in the Pathogenesis and Progression of Epithelial Ovarian Cancer. Biomedicines 2022; 10:920. [PMID: 35453670 PMCID: PMC9028191 DOI: 10.3390/biomedicines10040920] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/14/2022] [Accepted: 04/15/2022] [Indexed: 02/07/2023] Open
Abstract
Obesity is a civilization disease associated with an increased risk of developing cardiovascular diseases, diabetes, and some malignancies. The results concerning the relationship between obesity and epithelial ovarian cancer (EOC) are inconclusive. The higher incidence of neoplasms in obese subjects has led to the development of the adipokine hypothesis. Omental adipocyte cells interact with cancer cells, promoting their migration and metastasis via the secretion of adipokines, growth factors, and hormones. One of the adipokines is resistin. It was shown in vitro that resistin stimulates the growth and differentiation of ovarian cancer cells. Moreover, it increases the level of angiogenesis factors, e.g., matrix metalloproteinase 2 (MMP-2) and vascular epithelial growth factor (VEGF). Additionally, resistin induces epithelial-mesenchymal transition (EMT) and stemness in EOC cell lines. A positive correlation has been shown between a higher level of resistin expression and the stage of histological differentiation of EOC or the occurrence of lymph node metastases. In addition, the overexpression of resistin has been found to act as an independent factor determining disease-free survival as well as overall survival in EOC patients. Growing evidence supports the finding that resistin plays an important role in some mechanisms leading to the progression of EOC, though this issue still requires further research.
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Affiliation(s)
- Klaudia Parafiniuk
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
| | - Wiktoria Skiba
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
| | - Anna Pawłowska
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
| | - Dorota Suszczyk
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
| | - Aleksandra Maciejczyk
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
- Department of Functional Anatomy and Cytobiology, Institute of Biological Sciences, Maria Curie-Sklodowska University, Akademicka 19, 20-033 Lublin, Poland
| | - Iwona Wertel
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 4a, 20-093 Lublin, Poland; (K.P.); (A.P.); (D.S.); (A.M.); (I.W.)
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9
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Laios A, Kalampokis E, Johnson R, Thangavelu A, Tarabanis C, Nugent D, De Jong D. Explainable Artificial Intelligence for Prediction of Complete Surgical Cytoreduction in Advanced-Stage Epithelial Ovarian Cancer. J Pers Med 2022; 12:607. [PMID: 35455723 PMCID: PMC9030484 DOI: 10.3390/jpm12040607] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 03/31/2022] [Accepted: 04/06/2022] [Indexed: 02/04/2023] Open
Abstract
Complete surgical cytoreduction (R0 resection) is the single most important prognosticator in epithelial ovarian cancer (EOC). Explainable Artificial Intelligence (XAI) could clarify the influence of static and real-time features in the R0 resection prediction. We aimed to develop an AI-based predictive model for the R0 resection outcome, apply a methodology to explain the prediction, and evaluate the interpretability by analysing feature interactions. The retrospective cohort finally assessed 571 consecutive advanced-stage EOC patients who underwent cytoreductive surgery. An eXtreme Gradient Boosting (XGBoost) algorithm was employed to develop the predictive model including mostly patient- and surgery-specific variables. The Shapley Additive explanations (SHAP) framework was used to provide global and local explainability for the predictive model. The XGBoost accurately predicted R0 resection (area under curve [AUC] = 0.866; 95% confidence interval [CI] = 0.8−0.93). We identified “turning points” that increased the probability of complete cytoreduction including Intraoperative Mapping of Ovarian Cancer Score and Peritoneal Carcinomatosis Index < 4 and <5, respectively, followed by Surgical Complexity Score > 4, patient’s age < 60 years, and largest tumour bulk < 5 cm in a surgical environment of optimized infrastructural support. We demonstrated high model accuracy for the R0 resection prediction in EOC patients and provided novel global and local feature explainability that can be used for quality control and internal audit.
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Affiliation(s)
- Alexandros Laios
- Department of Gynaecologic Oncology, St James's University Hospital, Leeds LS9 7TF, UK
| | - Evangelos Kalampokis
- Department of Business Administration, University of Macedonia, 54636 Thessaloniki, Greece
- Center for Research & Technology HELLAS (CERTH), 6th km Charilaou-Thermi Rd., 57001 Thessaloniki, Greece
| | - Racheal Johnson
- Department of Gynaecologic Oncology, St James's University Hospital, Leeds LS9 7TF, UK
| | - Amudha Thangavelu
- Department of Gynaecologic Oncology, St James's University Hospital, Leeds LS9 7TF, UK
| | - Constantine Tarabanis
- Department of Internal Medicine, School of Medicine, New York University, NYU, Langone Health, New York, NY 10016, USA
| | - David Nugent
- Department of Gynaecologic Oncology, St James's University Hospital, Leeds LS9 7TF, UK
| | - Diederick De Jong
- Department of Gynaecologic Oncology, St James's University Hospital, Leeds LS9 7TF, UK
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