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Arezzo F, Cormio G, Mongelli M, Cazzato G, Silvestris E, Kardhashi A, Cazzolla A, Lombardi C, Venerito V, Loizzi V. Machine learning applied to MRI evaluation for the detection of lymph node metastasis in patients with locally advanced cervical cancer treated with neoadjuvant chemotherapy. Arch Gynecol Obstet 2023; 307:1911-1919. [PMID: 36370209 DOI: 10.1007/s00404-022-06824-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/10/2022] [Indexed: 11/13/2022]
Abstract
PURPOSE Concurrent cisplatin-based chemotherapy and radiotherapy (CCRT) plus brachytherapy is the standard treatment for locally advanced cervical cancer (LACC). Platinum-based neoadjuvant chemotherapy (NACT) followed by radical hysterectomy is an alternative for patients with stage IB2-IIB disease. Therefore, the correct pre-treatment staging is essential to the proper management of this disease. Pelvic magnetic resonance imaging (MRI) is the gold standard examination but studies about MRI accuracy in the detection of lymph node metastasis (LNM) in LACC patients show conflicting data. Machine learning (ML) is emerging as a promising tool for unraveling complex non-linear relationships between patient attributes that cannot be solved by traditional statistical methods. Here we investigated whether ML might improve the accuracy of MRI in the detection of LNM in LACC patients. METHODS We analyzed retrospectively LACC patients who underwent NACT and radical hysterectomy from 2015 to 2020. Demographic, clinical and MRI characteristics before and after NACT were collected, as well as information about post-surgery histopathology. Random features elimination wrapper was used to determine an attribute core set. A ML algorithm, namely Extreme Gradient Boosting (XGBoost) was trained and validated with tenfold cross-validation. The performances of the algorithm were assessed. RESULTS Our analysis included n.92 patients. FIGO stage was IB2 in n.4/92 (4.3%), IB3 in n.42/92 (45%), IIA1 in n.1/92 (1.1%), IIA2 in n.16/92 (17.4%) and IIB in n.29/92 (31.5%). Despite detected neither at pre-treatment and post-treatment MRI in any patients, LNM occurred in n.16/92 (17%) patients. The attribute core set used to train ML algorithms included grading, histotypes, age, parity, largest diameter of lesion at either pre- and post-treatment MRI, presence/absence of fornix infiltration at pre-treatment MRI and FIGO stage. XGBoost showed a good performance (accuracy 89%, precision 83%, recall 78%, AUROC 0.79). CONCLUSIONS We developed an accurate model to predict LNM in LACC patients in NACT, based on a ML algorithm requiring few easy-to-collect attributes.
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Affiliation(s)
- Francesca Arezzo
- Gynecologic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Interdisciplinar Department of Medicine, Bari, Italy.
| | - Gennaro Cormio
- Gynecologic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy
- Obstetrics and Gynecology Unit, Interdisciplinar Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
| | - Michele Mongelli
- Obstetrics and Gynecology Unit, Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
| | - Gerardo Cazzato
- Department of Emergency and Organ Transplantation, Pathology Section, University of Bari "Aldo Moro", Bari, Italy
| | - Erica Silvestris
- Gynecologic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Interdisciplinar Department of Medicine, Bari, Italy
| | - Anila Kardhashi
- Gynecologic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Interdisciplinar Department of Medicine, Bari, Italy
| | - Ambrogio Cazzolla
- Gynecologic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Interdisciplinar Department of Medicine, Bari, Italy
| | - Claudio Lombardi
- Obstetrics and Gynecology Unit, Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
| | - Vincenzo Venerito
- Department of Emergency and Organ Transplantations, Rheumatology Unit, University of Bari "Aldo Moro", Bari, Italy
| | - Vera Loizzi
- Obstetrics and Gynecology Unit, Interdisciplinar Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
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Zhang Y, Wu C, Xiao Z, Lv F, Liu Y. A Deep Learning Radiomics Nomogram to Predict Response to Neoadjuvant Chemotherapy for Locally Advanced Cervical Cancer: A Two-Center Study. Diagnostics (Basel) 2023; 13:diagnostics13061073. [PMID: 36980381 PMCID: PMC10047639 DOI: 10.3390/diagnostics13061073] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/09/2023] [Accepted: 03/09/2023] [Indexed: 03/18/2023] Open
Abstract
Purpose: This study aimed to establish a deep learning radiomics nomogram (DLRN) based on multiparametric MR images for predicting the response to neoadjuvant chemotherapy (NACT) in patients with locally advanced cervical cancer (LACC). Methods: Patients with LACC (FIGO stage IB-IIIB) who underwent preoperative NACT were enrolled from center 1 (220 cases) and center 2 (independent external validation dataset, 65 cases). Handcrafted and deep learning-based radiomics features were extracted from T2WI, DWI and contrast-enhanced (CE)-T1WI, and radiomics signatures were built based on the optimal features. Two types of radiomics signatures and clinical features were integrated into the DLRN for prediction. The AUC, calibration curve and decision curve analysis (DCA) were employed to illustrate the performance of these models and their clinical utility. In addition, disease-free survival (DFS) was assessed by Kaplan–Meier survival curves based on the DLRN. Results: The DLRN showed favorable predictive values in differentiating responders from nonresponders to NACT with AUCs of 0.963, 0.940 and 0.910 in the three datasets, with good calibration (all p > 0.05). Furthermore, the DLRN performed better than the clinical model and handcrafted radiomics signature in all datasets (all p < 0.05) and slightly higher than the DL-based radiomics signature in the internal validation dataset (p = 0.251). DCA indicated that the DLRN has potential in clinical applications. Furthermore, the DLRN was strongly correlated with the DFS of LACC patients (HR = 0.223; p = 0.004). Conclusion: The DLRN performed well in preoperatively predicting the therapeutic response in LACC and could provide valuable information for individualized treatment.
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Affiliation(s)
- Yajiao Zhang
- College of Medical Informatics, Chongqing Medical University, Chongqing 400016, China;
| | - Chao Wu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Zhibo Xiao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Furong Lv
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yanbing Liu
- College of Medical Informatics, Chongqing Medical University, Chongqing 400016, China;
- Correspondence:
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3
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Palaia I, Santangelo G, Caruso G, Perniola G, Tibaldi V, Muzii L, Benedetti Panici P, Di Donato V. Long-term Quality of Life and Sexual Function After Neoadjuvant Chemotherapy and Radical Surgery for Locally Advanced Cervical Cancer. J Sex Med 2022; 19:613-619. [PMID: 35227622 DOI: 10.1016/j.jsxm.2022.01.519] [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: 07/13/2021] [Revised: 01/13/2022] [Accepted: 01/30/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Cervical cancer survivors report the worst quality of life (QoL) among all cancer survivors and this is mainly due to their younger age and the long-term treatment sequelae. AIM The purpose of this study is to assess the long-term QoL and sexual function of locally advanced cervical cancer (LACC) patients treated with neoadjuvant chemotherapy (NACT) and radical hysterectomy (RH) instead of the standard chemoradiotherapy. METHODS This is a retrospective case-control study including LACC patients (FIGO stage IIB-IVA) treated with the NACT-RH strategy and a control group of healthy women undergoing hysterectomy for uterine fibromatosis in the same period. OUTCOMES Main outcome measures were the EORTC QLQ-C30 and EORTC QLQ-CX24 for quality of life and Female Sexual Function Index (FSFI) for sexual function. RESULTS Overall, 96 patients were included: 48 LACC and 48 controls. The mean age at diagnosis was 45.5 ± 9.0 and 47.0 ± 7.8, respectively (P = .38). Compared to controls, LACC patients reported lower mean scores for the global health status (69.4 ± 22.6 vs 81.2 ± 24.3; Mean Difference (MD): -11.80 [95% CI: -21.19, -2.41]; P = .016), QLQ-C30 functional scale (80.1 ± 22.6 vs 92.4 ± 14.9; MD: -12.30 [95% CI: -19.96, -4.64]; P = .002), QLQ-Cx24 functional scale (55.5 ± 25.0 vs 80.4 ± 22.4; MD: -24.00 [95% CI: -34.40, -15.40]; P < .001), and the total FSFI (19.3 ± 9.6 vs 26.2 ± 9.9; MD: -6.90 [95% CI: -10.80, -3.00]; P < .001). On the other hand, LACC patients reported higher mean scores on the QLQ-C30 (16.9 ± 22.1 vs 8.4 ± 16.6; MD: 8.50 [95% CI: 0.68, 16.32]; P = .03) and QLQ-CX24 (26.0 ± 28.8 vs 15.0 ± 11.7; MD: 11.00 [95% CI: -2.21, 19.79]; P = .01) symptoms scales. CLINICAL IMPLICATIONS The confirmed poor quality of life even in surgically treated LACC survivors underlines the importance of tailoring parametrectomy based on lymph node status and developing personalized strategies. STRENGTHS AND LIMITATIONS The study assessed the long-term QoL and sexual function in the specific subpopulation of LACC patients treated with NACT-RH. Main limitations include the small sample size and the retrospective design. CONCLUSION LACC long-term survivors treated with NACT-RH experience poor QoL and sexual dysfunction. Palaia I, Santangelo G, Caruso G, et al. Long-term Quality of Life and Sexual Function After Neoadjuvant Chemotherapy and Radical Surgery for Locally Advanced Cervical Cancer. J Sex Med 2022;19:613-619.
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Affiliation(s)
- Innocenza Palaia
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Giusi Santangelo
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Giuseppe Caruso
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy.
| | - Giorgia Perniola
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Valentina Tibaldi
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Ludovico Muzii
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Pierluigi Benedetti Panici
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
| | - Violante Di Donato
- Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy
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Çakır C, Kılıç F, Dur R, Yüksel D, Ünsal M, Korkmaz V, Kılıç Ç, Kimyon Cömert G, Boran N, Türkmen O, Koç S, Turan T. Neoadjuvant chemotherapy for locally advanced stage (IB2-IIA2-IIB) cervical carcinoma: Experience of a tertiary center and comprehensive review of the literature. Turk J Obstet Gynecol 2021; 18:190-202. [PMID: 34580469 PMCID: PMC8480215 DOI: 10.4274/tjod.galenos.2021.70493] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objective: This study aimed to evaluate neoadjuvant chemotherapy (NACT) for locally advanced stage cervical carcinoma. Materials and Methods: Data of 43 patients with locally advanced cervical carcinoma who had NACT were reviewed. NACT protocols implemented included cisplatin/5-fluorauracil, cisplatin/UFT, and carboplatin/paclitaxel. After NACT, the patients were re-examined, and patients who had a tumor size ≤40 mm underwent Piver-Rutledge type III radical hysterectomy, while other patients received radiotherapy. Following NACT, clinical responses were assessed according to the criteria of the World Health Organization. Results: The mean age of the patients was 49.4 years, and the median follow-up duration was 48 (range, 5-228) months. The median tumor sizes were 50 and 30 mm before and after NACT, respectively. Complete clinical response was observed in 4 (9.3%) patients, partial clinical response in 8 (18.6%), and pathologic complete response in 3 (6.9%). Stable disease was noted in 30 (69.9%) patients and progression in 1 (2.3%) patient. After NACT, 31 patients have undergone radical surgical procedures. The 5-year disease-free survival rate was 72%, and the 5-year disease-specific survival rate was 91%. Age, International Federation of Gynaecology and Obstetrics 2009 stage, histopathologic type, NACT protocol, rate of decrease in tumor size after NACT, clinical response, number of courses, tumor size before NACT, tumor size after NACT, and lymph node metastasis were not associated with disease-free survival. Conclusion: Following NACT, a significant reduction in tumor dimension was observed, and the probability of radical surgery is increased. However, clinical response was not predictive of survival.
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Affiliation(s)
- Caner Çakır
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Fatih Kılıç
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Rıza Dur
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Dilek Yüksel
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Mehmet Ünsal
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Vakkas Korkmaz
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Çiğdem Kılıç
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Günsu Kimyon Cömert
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Nurettin Boran
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Osman Türkmen
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Sevgi Koç
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
| | - Taner Turan
- Etlik Zübeyde Hanım Women's Health Training and Research Hospital, Clinic of Obstetrics and Gynecology, Ankara, Turkey
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Hatcher JB, Oladeru O, Chang B, Malhotra S, Mcleod M, Shulman A, Dempsey C, Mula-Hussain L, Tassoto M, Sandwall P, Dieterich S, Sulieman L, Roa D, Li B. Impact of High-Dose-Rate Brachytherapy Training via Telehealth in Low- and Middle-Income Countries. JCO Glob Oncol 2021; 6:1803-1812. [PMID: 33216647 PMCID: PMC7713515 DOI: 10.1200/go.20.00302] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Our objective was to demonstrate the efficacy of a telehealth training course on high-dose-rate (HDR) brachytherapy for gynecologic cancer treatment for clinicians in low- and middle-income countries (LMICs). METHODS A 12-week course consisting of 16 live video sessions was offered to 10 cancer centers in the Middle East, Africa, and Nepal. A total of 46 participants joined the course, and 22 participants, on average, attended each session. Radiation oncologists and medical physicists from 11 US and international institutions prepared and provided lectures for each topic covered in the course. Confidence surveys of 15 practical competencies were administered to participants before and after the course. Competencies focused on HDR commissioning, shielding, treatment planning, radiobiology, and applicators. Pre- and post-program surveys of provider confidence, measured by 5-point Likert scale, were administered and compared. RESULTS Forty-six participants, including seven chief medical physicists, 16 senior medical physicists, five radiation oncologists, and three dosimetrists, representing nine countries attended education sessions. Reported confidence scores, both aggregate and paired, demonstrated increases in confidence in all 15 competencies. Post-curriculum score improvement was statistically significant (P < .05) for paired respondents in 11 of 15 domains. Absolute improvements were largest for confidence in applicator commissioning (2.3 to 3.8, P = .009), treatment planning system commissioning (2.2 to 3.9, P = .0055), and commissioning an HDR machine (2.2 to 4.0, P = .0031). Overall confidence in providing HDR brachytherapy services safely and teaching other providers increased from 3.1 to 3.8 and 3.0 to 3.5, respectively. CONCLUSION A 12-week, low-cost telehealth training program on HDR brachytherapy improved confidence in treatment delivery and teaching for clinicians in 10 participating LMICs.
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Affiliation(s)
- Jeremy B Hatcher
- Rayos Contra Cancer, Nashville, TN.,Vanderbilt University School of Medicine, Nashville, TN
| | - Oluwadamilola Oladeru
- Rayos Contra Cancer, Nashville, TN.,Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA
| | | | | | - Megan Mcleod
- Rayos Contra Cancer, Nashville, TN.,Vanderbilt University School of Medicine, Nashville, TN
| | - Adam Shulman
- Rayos Contra Cancer, Nashville, TN.,Radiating Hope, Salt Lake City, UT
| | - Claire Dempsey
- Calvary Mater Newcastle Hospital, University of Newcastle, Newcastle, Australia.,Department of Radiation Oncology, University of Washington
| | - Layth Mula-Hussain
- Rayos Contra Cancer, Nashville, TN.,Division of Radiation Oncology, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | - Sonja Dieterich
- Department of Radiation Oncology, University of California Davis, Davis, CA
| | - Lina Sulieman
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN
| | - Dante Roa
- Rayos Contra Cancer, Nashville, TN.,Department of Radiation Oncology, University of California Irvine, Irvine, CA
| | - Benjamin Li
- Rayos Contra Cancer, Nashville, TN.,Department of Radiation Oncology, University of California San Francisco, San Francisco, CA
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6
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Xu Y, Zhang M, Zhang J, Ng DM, Chen X, Si Y, Shi Y, Li X, Mao D, Yang L. Neoadjuvant chemotherapy increases the 5-year overall survival of patients with resectable cervical cancer: A systematic review and meta-analysis. Taiwan J Obstet Gynecol 2021; 60:433-441. [PMID: 33966724 DOI: 10.1016/j.tjog.2021.03.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2021] [Indexed: 11/17/2022] Open
Abstract
Cervical cancer is a global health challenge in women. Neoadjuvant chemotherapy (NACT) is a recent prospect for alternative cervical cancer treatments. This study investigated the efficacy of NACT against resectable cervical cancer based on the medium and long-term survival of patients with the disease. We searched through PubMed, Web of Science, EBSCO and Cochrane Library for relevant reports published by June 2020. The primary outcomes were 3-year and 5-year progression-free survival (PFS) and overall survival (OS) of patients with resectable cervical cancer. Overall, 22 publications encompassing 5627 patients fulfilled the inclusion criteria. We found NACT not to affect both 3-year PFS and OS as well as 5-year PFS of patients with resectable cervical cancer. However, NACT significantly improves the 5-year OS of patients with resectable cervical cancer (HR = 0.83, 95% CI: 0.73-0.94, p = 0.013). Subgroup analysis (RCTs, non-RCTs, NACT + surgery + AT vs. surgery + AT, NACT + surgery + AT vs. CCRT/RT/CRT) further revealed NACT had no significant effect on 5-year PFS of patients with resectable cervical cancer, converse to the 5-year OS subgroup analysis, which validated the beneficial effect of NACT in patients with resectable cervical cancer. In addition, the effect of NACT was most significant in the non-RCTs subgroup (p = 0.012). NACT may improve the long-term prognosis of patients with resectable cervical cancer. However, further large-scale multicenter studies are needed to validate this finding.
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Affiliation(s)
- Yunbao Xu
- Department of Radiotherapy and Chemotherapy, Hwamei Hospital, University of Chinese Academy of Sciences, Ningbo, Zhejiang, China; Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, Zhejiang, China
| | - Mengting Zhang
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Jiaying Zhang
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Derry Minyao Ng
- Medical College of Ningbo University, Ningbo, Zhejiang, China
| | - Xiaoxiao Chen
- Intensive Care Unit, Ningbo First Hospital, Ningbo, Zhejiang, China
| | - Yuexiu Si
- Basic Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Yetan Shi
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xiangyuan Li
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Danyi Mao
- Basic Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Lu Yang
- Department of Radiotherapy and Chemotherapy, Hwamei Hospital, University of Chinese Academy of Sciences, Ningbo, Zhejiang, China.
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Arezzo F, La Forgia D, Venerito V, Moschetta M, Tagliafico AS, Lombardi C, Loizzi V, Cicinelli E, Cormio G. A Machine Learning Tool to Predict the Response to Neoadjuvant Chemotherapy in Patients with Locally Advanced Cervical Cancer. APPLIED SCIENCES 2021; 11:823. [DOI: 10.3390/app11020823] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Despite several studies having identified factors associated with successful treatment outcomes in locally advanced cervical cancer, there is the lack of accurate predictive modeling for progression-free survival (PFS) in patients who undergo radical hysterectomy after neoadjuvant chemotherapy (NACT). Here we investigated whether machine learning (ML) may have the potential to provide a tool to predict neoadjuvant treatment response as PFS. In this retrospective observational study, we analyzed patients with locally advanced cervical cancer (FIGO stages IB2, IB3, IIA1, IIA2, IIB, and IIIC1) who were followed in a tertiary center from 2010 to 2018. Demographic and clinical characteristics were collected at either treatment baseline or at 24-month follow-up. Furthermore, we recorded data about magnetic resonance imaging (MRI) examinations and post-surgery histopathology. Proper feature selection was used to determine an attribute core set. Three different machine learning algorithms, namely Logistic Regression (LR), Random Forest (RFF), and K-nearest neighbors (KNN), were then trained and validated with 10-fold cross-validation to predict 24-month PFS. Our analysis included n. 92 patients. The attribute core set used to train machine learning algorithms included the presence/absence of fornix infiltration at pre-treatment MRI as well as of either parametrium invasion and lymph nodes involvement at post-surgery histopathology. RFF showed the best performance (accuracy 82.4%, precision 83.4%, recall 96.2%, area under receiver operating characteristic curve (AUROC) 0.82). We developed an accurate ML model to predict 24-month PFS.
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Affiliation(s)
- Francesca Arezzo
- Department of Biomedical Sciences and Human Oncology, Obstetrics and Gynecology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Daniele La Forgia
- SSD Radiodiagnostica Senologica, IRCCS Istituto Tumori “Giovanni Paolo II”, 70124 Bari, Italy
| | - Vincenzo Venerito
- Department of Emergency and Organ Transplantations, Rheumatology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Marco Moschetta
- Department of Emergency and Organ Transplantation, Breast Care Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Alberto Stefano Tagliafico
- Department of Health Sciences (DISSAL)—Radiology Section, University of Genova, 16132 Genova, Italy
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Claudio Lombardi
- Department of Biomedical Sciences and Human Oncology, Obstetrics and Gynecology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Vera Loizzi
- Interdisciplinar Department of Medicine, Obstetrics and Gynecology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Ettore Cicinelli
- Department of Biomedical Sciences and Human Oncology, Obstetrics and Gynecology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
| | - Gennaro Cormio
- Department of Biomedical Sciences and Human Oncology, Obstetrics and Gynecology Unit, University of Bari “Aldo Moro”, 70124 Bari, Italy
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8
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Zhang Y, Wang R, Feng Y, Ma F. The role of sialyltransferases in gynecological malignant tumors. Life Sci 2020; 263:118670. [PMID: 33121992 DOI: 10.1016/j.lfs.2020.118670] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/17/2020] [Accepted: 10/23/2020] [Indexed: 02/07/2023]
Abstract
Sialylation is the addition of sialic acids to the terminus of various glycoconjugates, and it is involved in many essential biological processes, such as cell adhesion, signal transduction, immune regulation, etc. The levels of sialylation in a cell are tightly regulated by two groups of enzymes, sialyltransferases (STs, responsible for sialylation) and sialidases (responsible for desialylation). Many studies have reported that the occurrence, development, and survival rates of tumors are significantly associated with STs' abnormal changes. In recent years, the morbidity and mortality rates of gynecological malignant tumors have been continuously rising, which has caused great harm to women's reproduction and health. Abnormal changes of STs in gynecological malignant tumor cell membranes cause the changes of expression of sialic acids, promoting cell migration and, eventually, leading to tumor metastasis. In this review, we outlined the biological characteristics of STs and summarized the expression profiles of 20 STs in different tumors via transcriptome data from Gene Expression Profiling Interactive Analysis (GEPIA) database. Moreover, STs' functions in four common gynecological tumors (ovarian cancer, cervical cancer, endometrial cancer, and gestational trophoblast tumor) were reviewed.
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Affiliation(s)
- Yue Zhang
- Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China; Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Ruohan Wang
- Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China; Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Ying Feng
- West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan 610041, China
| | - Fang Ma
- Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China; Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
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Huang Y, Liu L, Cai J, Yang L, Sun S, Zhao J, Xiong Z, Wang Z. The Efficacy and Response Predictors of Platinum-Based Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer. Cancer Manag Res 2020; 12:10469-10477. [PMID: 33122946 PMCID: PMC7588671 DOI: 10.2147/cmar.s270258] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 09/17/2020] [Indexed: 01/05/2023] Open
Abstract
Objective To assess the efficacy of platinum-based neoadjuvant chemotherapy (NACT) in patients with locally advanced cervical cancer (LACC) and investigate the pretreatment predictors of the response. Patients and Methods A total of 219 patients with International Federation of Gynecology and Obstetrics (FIGO 2009) stage IB2-IIA2 LACC who received platinum-based NACT from December 2007 to December 2017 were reviewed, and their clinical-pathological characteristics and follow-up data were retrospectively collected and analyzed. The baseline characteristics of age, FIGO stage, histology, tumor differentiation, tumor size, and clinical outcomes, including post-operative pathological risk factors, overall survival (OS), and progression-free survival (PFS) were compared between the responders and non-responders. Results The overall response rate was 58.9% (129/219), and 19 (8.7%) patients achieved pathologically complete remission. NACT responders showed significantly better OS and PFS than non-responders (POS= 0.002, PPFS= 0.002). The response to NACT was identified as an independent risk factor for OS (hazard ratio [HR] = 2.453, 95% confidence intervals [95% CI], 1.125-5.348, P = 0.024) and PFS (HR = 2.196, 95% CI, 1.183-4.076, P = 0.013), and patients with IB2/IIA1 and a tumor size of <5 cm tended to receive better response than patients with IIA2 (P = 0.004) and a tumor size of ≥5 cm (P = 0.027). Conclusion The response rate of platinum-based NACT was approximately 60%. The response to NACT was an independent risk factor for prognosis, and patients with earlier stage and smaller tumor tended to respond better to NACT.
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Affiliation(s)
- Yuhui Huang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Lin Liu
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Jing Cai
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Lu Yang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Si Sun
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Jing Zhao
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Zhoufang Xiong
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
| | - Zehua Wang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, People's Republic of China
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Li P, Fang Z, Li W, Hao M, Wang W, Kang S, Guo J, Yang Y, Ni Y, Zhao W, Lu A, Ling B, Li D, Lang J, Chen C, Liu P. Impact of neoadjuvant chemotherapy on the postoperative pathology of locally advanced cervical squamous cell carcinomas: 1:1 propensity score matching analysis. Eur J Surg Oncol 2020; 47:1069-1074. [PMID: 32980212 DOI: 10.1016/j.ejso.2020.09.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 09/02/2020] [Accepted: 09/15/2020] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVE To assess the impact of neoadjuvant chemotherapy on postoperative pathology for stage IB2 and IIA2 cervical squamous cell carcinoma. METHODS Postoperative pathology was compared between patients who received neoadjuvant chemotherapy followed by radical hysterectomy (NACT group) and patients who received upfront radical hysterectomy (URH group). Then, patients in the NACT group were divided into a chemotherapy-sensitive group and a chemotherapy-insensitive group according to their response to chemotherapy. RESULTS After 1:1 propensity score matching (PSM), the positive rates of lymphovascular space invasion (LVSI) (7.9% vs 17.7%, P = 0.001) and cervical deep stromal invasion (60.4% vs 76.2%, P < 0.001) in the NACT group were significantly lower than those in the URH group, while the positive rates of parametrial invasion, lymph node metastasis, and vaginal margin invasion were not significantly different between the two groups. The rate of positive lymph node metastasis in the chemotherapy-sensitive group was significantly lower than that in the URH group (18.1% vs 26.5%, P = 0.037). CONCLUSION Among patients with stage IB2 and IIA2 cervical squamous cell carcinomas, NACT can reduce the positive rate of intermediate-risk factors, such as deep cervical stromal invasion and LVSI, but cannot reduce the positive rate of high-risk factors. For patients who are chemotherapy sensitive, NACT can reduce the positive rate of lymph node metastasis.
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Affiliation(s)
- Pengfei Li
- Department of Obstetrics and Gynecology, Nan Fang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Ziyu Fang
- Department of Obstetrics and Gynecology, Nan Fang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Weili Li
- Department of Obstetrics and Gynecology, Nan Fang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Min Hao
- Department of Obstetrics and Gynecology, Second Hospital of Shanxi Medical University, Taiyuan, Shangxi, China
| | - Wuliang Wang
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Zhengzhou University, Henan, China
| | - Shan Kang
- Department of Gynecology, Fourth Hospital, Hebei Medical University, Shijiazhuang, China
| | - Jianxin Guo
- Department of Obstetrics and Gynecology, Daping Hospital, Army Medical University, Chonqing, China
| | - Ying Yang
- Department of Obstetrics and Gynecology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Yan Ni
- Department of Obstetrics and Gynecology, Yuncheng Central Hospital, Yuncheng, China
| | - Weidong Zhao
- Department of Gynaecology, Anhui Cancer Hospital, HeFei, China
| | - Anwei Lu
- Department of Gynecology, The Maternity and Child Care Hospital of Guizhou Province, Guiyang, China
| | - Bin Ling
- Department of Obstetrics and Gynecology, China-Japan Friendship Hospital, Beijing, China
| | - Donglin Li
- Department of Obstetrics and Gynecology, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jinghe Lang
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Peking Union Medical College, Beijing, China
| | - Chunlin Chen
- Department of Obstetrics and Gynecology, Nan Fang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
| | - Ping Liu
- Department of Obstetrics and Gynecology, Nan Fang Hospital, Southern Medical University, Guangzhou, Guangdong, China
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de la Torre M. Neoadjuvant chemotherapy in woman with early or locally advanced cervical cancer. Rep Pract Oncol Radiother 2018; 23:528-532. [PMID: 30534016 PMCID: PMC6277351 DOI: 10.1016/j.rpor.2018.09.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 08/23/2018] [Accepted: 09/06/2018] [Indexed: 10/28/2022] Open
Abstract
Cervical cancer is a major global health problem for women. Despite the screening and vaccines available today, it continues to be the fourth most common cancer in women worldwide with 85% of cases occurring in developing countries. Standard treatments for early or locally advanced cervical cancer are surgery (S) or concomitant chemo-radiotherapy (CT-RT). Neoadjuvant chemotherapy (NACT) prior to surgery or radiotherapy has been proposed and tested in clinical trials and has been included in clinical practice in some countries.In order to determine the true role of NACT either prior to S or RT in terms of achieving benefits in OS or DFS, randomized clinical trials and meta-analyses published from its beginnings to the present have been searched and analyzed in this study.The analysis of published clinical trials shows that NACT followed by S and NACT followed by RT have failed to demonstrate benefits in OS or DFS. Clinical trials comparing NACT followed by S versus exclusive RT have also been analyzed, where NACT followed by S could not show benefits for RT either. CONCLUSION Adding neoadjuvant chemotherapy to S or RT cannot be recommended outside the context of clinical trials.
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van Dam PA, Rolfo C, Ruiz R. Neoadjuvant trials can accelerate research on novel systemic treatment modalities in cancer of the uterine cervix. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2017; 43:2245-2247. [PMID: 29029937 DOI: 10.1016/j.ejso.2017.09.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 09/01/2017] [Indexed: 10/18/2022]
Affiliation(s)
- Peter A van Dam
- Multidisciplinary Oncologic Centre Antwerp (MOCA), Division of Gynecologic Oncology, Antwerp University Hospital, Edegem, Belgium.
| | - Christian Rolfo
- Phase I Early Clinical Trials Unit, Department of Medical Oncology, Antwerp University Hospital, Edegem, Belgium
| | - Rossna Ruiz
- Department of Medical Oncology, Instituto Nacional de Erfemedades Neoplasicas, Lima, Peru
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Marchetti C, De Felice F, Di Pinto A, Romito A, Musella A, Palaia I, Monti M, Tombolin V, Muzii L, Benedetti Panici P. Survival Nomograms after Curative Neoadjuvant Chemotherapy and Radical Surgery for Stage IB2-IIIB Cervical Cancer. Cancer Res Treat 2017; 50:768-776. [PMID: 28724282 PMCID: PMC6056954 DOI: 10.4143/crt.2017.141] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 07/17/2017] [Indexed: 11/29/2022] Open
Abstract
Purpose The purpose of this study was to develop nomograms for predicting the probability of overall survival (OS) and progression-free survival (PFS) in locally advanced cervical cancer treated with neoadjuvant chemotherapy and radical surgery. Materials and Methods Nomograms to predict the 5-year OS rates and the 2-year PFS rates were constructed. Calibration plots were constructed, and concordance indices were calculated. Evaluated variableswere body mass index, age, tumor size, tumor histology, grading, lymphovascular space invasion, positive parametria, and positive lymph nodes. Results In total 245 patients with locally advanced cervical cancer who underwent neoadjuvant chemotherapy and radical surgery were included for the construction of the nomogram. The 5-year OS and PFS were 72.6% and 66%, respectively. Tumor size, grading, and parametria status affected the rate of OS, whereas tumor size and positive parametria were the main independent PFS prognostic factors. Conclusion We constructed a nomogram based on clinicopathological features in order to predict 2-year PFS and 5-year OS in locally advanced cervical cancer primarily treated with neoadjuvant chemotherapy followed by radical surgery. This tool might be particularly helpful for assisting in the follow-up of cervical cancer patients who have not undergone concurrent chemoradiotherapy.
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Affiliation(s)
- Claudia Marchetti
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Francesca De Felice
- Department of Radiotherapy, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Anna Di Pinto
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Alessia Romito
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Angela Musella
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Innocenza Palaia
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Marco Monti
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Vincenzo Tombolin
- Department of Radiotherapy, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Ludovico Muzii
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - PierLuigi Benedetti Panici
- Department of Gynecological and Obstetrical Sciences and Urological Sciences, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
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Marth C, Landoni F, Mahner S, McCormack M, Gonzalez-Martin A, Colombo N. Cervical cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol 2017; 28:iv72-iv83. [PMID: 28881916 DOI: 10.1093/annonc/mdx220] [Citation(s) in RCA: 484] [Impact Index Per Article: 60.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023] Open
Affiliation(s)
- C Marth
- Department of Obstetrics and Gynecology, Medical University Innsbruck, Innsbruck, Austria
| | - F Landoni
- Department of Gynecologic Oncology, European Institute of Oncology, Milan, Italy
| | - S Mahner
- Department of Gynecology and Obstetrics, University of Munich, Munich, Germany
| | - M McCormack
- Department of Oncology, University College Hospital, London, UK
| | - A Gonzalez-Martin
- Medical Oncology Department, MD Anderson Cancer Center, Madrid, Spain
| | - N Colombo
- Department of Gynecologic Oncology, European Institute of Oncology, Milan, Italy
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Neoadjuvant Chemotherapy Followed by Chemoradiation in Cervical Carcinoma: A Review. Int J Gynecol Cancer 2017; 26:729-36. [PMID: 26905327 DOI: 10.1097/igc.0000000000000663] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVE Cervical cancer is a public health problem. A large proportion of patients have locally advanced (LA) disease at presentation and for this group, neoadjuvant chemotherapy (NACT) has an undefined role in the era of chemoradiotherapy. In countries with restricted access to radiotherapy, NACT may precipitate patients' access to an effective treatment approach. We carried out a systematic review to evaluate available data about NACT followed by chemoradiation. METHODS Studies evaluated the use of NACT followed by chemoradiotherapy. Search strategy was performed in MEDLINE, LILACS, and Cochrane Library from 2003 to 2013. Conference proceedings of American Society of Clinical Oncology annual meeting, International Journal of Gynecological Cancer Society biennial meeting, and European Society of Gynecological Oncology biennial meeting were also reviewed. Key words used were "cervical uterine cancer," "cervical uterine neoplasm," "neoadjuvant therapy," "neoadjuvant treatment," and "locally advanced." Data collected included author information, year of publication, study design, number of participants, eligibility criteria, treatment, response rate (RR), disease-free survival, overall survival, and toxicities. RESULTS Initial searches retrieved 7670 references. There were 7 eligible trials. Only 2 studies were published and a total of 323 participants were recruited. Patients with LA disease were eligible in most of them. Neoadjuvant chemotherapy consisted of paclitaxel combined with a platinum compound. Compliance was more than 90% in published trials. Response rate to NACT ranged from 67.8% to 70%. Major toxicity was hematological. Survival was evaluated in different points in time. Overall survival was up to 93% in 2 years, and in a poor prognostic group, 81% of patients were alive after 22 months. However, we must interpret these results with caution because of data limitation. CONCLUSIONS Our result raises the possibility of NACT as an alternative upfront treatment for these patients with a small risk of disease progression. In countries where radiotherapy network is limited, randomized clinical trials should clarify its role.
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16
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Zhang X, Pan C, Zhou L, Cai Z, Zhao S, Yu D. Knockdown of ST6Gal-I increases cisplatin sensitivity in cervical cancer cells. BMC Cancer 2016; 16:949. [PMID: 27986075 PMCID: PMC5162090 DOI: 10.1186/s12885-016-2981-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 11/30/2016] [Indexed: 01/04/2023] Open
Abstract
Background Sialyltransferase I (ST6Gal-I) is an enzyme involved in tumor metastasis that processes sialic acid precursors into their mature form, enabling them to regulate gene expression. However, the effect of ST6Gal-I on the biological behavior of cancer cells remain unclear. This study was the first to demonstrate the influence of ST6Gal-I on cisplatin sensitivity in cervical cancer cells. Methods Knockdown of ST6Gal-I was performed by shRNA and HeLa cells combination with cisplatin were tested. Results We showed that down-regulation of ST6Gal-I promoted cell apoptosis and inhibited proliferation and invasion in cervical cancer cells. Knockdown of ST6Gal-I by RNA interference increased the sensitivity of HeLa cells to cisplatin in vitro, and reduced tumor volume and suppressed subcutaneous tumor growth in response to cisplatin treatment in a xenograft mouse model in vivo. Conclusions The results provide new information that ST6Gal-I plays an important role in several biological or pathological processes including drug resistance in cervical cancer and may be a potential therapeutic target to improve the response to chemotherapy in cervical cancer patients. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2981-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Xiaopeng Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Anhui Medical University, Hefei, 23022, China
| | - Chunchen Pan
- Department of Otolaryngology-Head and Neck Surgery, Anhui Provincial Hospital, Anhui Medical University, Hefei, 23000, China
| | - Lei Zhou
- Department of Pathology, First Affiliated Hospital, Bengbu Medical College, 287 Changhuai Road, Bengbu, 233000, China
| | - Zhaogen Cai
- Department of Pathology, First Affiliated Hospital, Bengbu Medical College, 287 Changhuai Road, Bengbu, 233000, China
| | - Shufang Zhao
- Department of Pathology, First Affiliated Hospital, Bengbu Medical College, 287 Changhuai Road, Bengbu, 233000, China
| | - Donghong Yu
- Department of Pathology, First Affiliated Hospital, Bengbu Medical College, 287 Changhuai Road, Bengbu, 233000, China.
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Panici PB, Di Donato V, Palaia I, Visentin VS, Marchetti C, Perniola G, Musella A, Gasparri ML, Lecce F, Sabatucci I, Monti M, Muzii L. Type B versus Type C Radical Hysterectomy After Neoadjuvant Chemotherapy in Locally Advanced Cervical Carcinoma: A Propensity-Matched Analysis. Ann Surg Oncol 2016; 23:2176-2182. [DOI: 10.1245/s10434-015-4996-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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18
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Prognostic value of pathological response to neoadjuvant chemotherapy in bulky stage Ib2 and IIa cervical squamous cell cancer patients. Virchows Arch 2015; 468:329-36. [PMID: 26637198 DOI: 10.1007/s00428-015-1888-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 10/22/2015] [Accepted: 11/22/2015] [Indexed: 12/20/2022]
Abstract
Neoadjuvant chemotherapy (NAC) is widely used to treat patients with locally advanced cervical cancer. Optimal pathological response to neoadjuvant therapy has proven to be a good prognostic indicator for patient survival, but the prognostic significance of a partial response remains unclear. The aim of this study was to identify prognostic predictors for patients with partial response. We included in the study 190 patients with bulky stage Ib2 or IIa cervical squamous cell cancer, who underwent neoadjuvant chemotherapy followed by surgery. A novel pathological grading system, including optimal response (complete disappearance of tumor, grade 1), viable tumor cells occupying <(2)/3 (grade 2) or >(2)/3 (grade 3) of the tumor bed area and extra-cervical tumor deposits (grade 4), was developed and associations with disease-free survival and overall survival were studied. Survival analysis was conducted using log-rank testing and Cox regression analysis. We found statistically significant differences between 4 different pathological response groups both in terms of disease-free survival (p = 0.001) and overall survival (p = 0.003). Combining adjacent survival curves in the pathological grading system allowed us to identify response grade 2 patients with disease-free and overall survival similar to those of optimal response patients (p = 0.000, p = 0.002). Multivariate analyses showed that the pathological response grading system is the only independent predictor for progression-free survival and overall survival (p = 0.001 and p = 0.007). A response grading system based on pathological parameters may be useful to predict both progression-free and overall survival in bulky stage Ib2 and IIa cervical squamous cell cancer patients treated with NAC.
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Lapresa M, Parma G, Portuesi R, Colombo N. Neoadjuvant chemotherapy in cervical cancer: an update. Expert Rev Anticancer Ther 2015; 15:1171-81. [DOI: 10.1586/14737140.2015.1079777] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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20
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Papadia A, Bellati F, Bogani G, Ditto A, Martinelli F, Lorusso D, Donfrancesco C, Gasparri ML, Raspagliesi F. When Does Neoadjuvant Chemotherapy Really Avoid Radiotherapy? Clinical Predictors of Adjuvant Radiotherapy in Cervical Cancer. Ann Surg Oncol 2015; 22 Suppl 3:S944-51. [PMID: 26268452 DOI: 10.1245/s10434-015-4799-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Indexed: 11/18/2022]
Abstract
BACKGROUND The aim of this study was to identify clinical variables that may predict the need for adjuvant radiotherapy after neoadjuvant chemotherapy (NACT) and radical surgery in locally advanced cervical cancer patients. METHODS A retrospective series of cervical cancer patients with International Federation of Gynecology and Obstetrics (FIGO) stages IB2-IIB treated with NACT followed by radical surgery was analyzed. Clinical predictors of persistence of intermediate- and/or high-risk factors at final pathological analysis were investigated. Statistical analysis was performed using univariate and multivariate analysis and using a model based on artificial intelligence known as artificial neuronal network (ANN) analysis. RESULTS Overall, 101 patients were available for the analyses. Fifty-two (51 %) patients were considered at high risk secondary to parametrial, resection margin and/or lymph node involvement. When disease was confined to the cervix, four (4 %) patients were considered at intermediate risk. At univariate analysis, FIGO grade 3, stage IIB disease at diagnosis and the presence of enlarged nodes before NACT predicted the presence of intermediate- and/or high-risk factors at final pathological analysis. At multivariate analysis, only FIGO grade 3 and tumor diameter maintained statistical significance. The specificity of ANN models in evaluating predictive variables was slightly superior to conventional multivariable models. CONCLUSIONS FIGO grade, stage, tumor diameter, and histology are associated with persistence of pathological intermediate- and/or high-risk factors after NACT and radical surgery. This information is useful in counseling patients at the time of treatment planning with regard to the probability of being subjected to pelvic radiotherapy after completion of the initially planned treatment.
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Affiliation(s)
- Andrea Papadia
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Filippo Bellati
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy. .,Department of Gynecology Obstetrics and Urology, 'Sapienza' University of Rome, Rome, Italy.
| | - Giorgio Bogani
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Antonino Ditto
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Fabio Martinelli
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Domenica Lorusso
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Cristina Donfrancesco
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy.,Department of Gynecology Obstetrics and Urology, 'Sapienza' University of Rome, Rome, Italy
| | - Maria Luisa Gasparri
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan, Italy.,Department of Gynecology Obstetrics and Urology, 'Sapienza' University of Rome, Rome, Italy
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Bolla D, In-Albon S, Papadia A, Di Naro E, Gasparri ML, Mueller MM, Raio L. Doppler Ultrasound Flow Evaluation of the Uterine Arteries Significantly Correlates with Tumor Size in Cervical Cancer Patients. Ann Surg Oncol 2015; 22 Suppl 3:S959-63. [PMID: 26036189 DOI: 10.1245/s10434-015-4655-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Indexed: 11/18/2022]
Abstract
PURPOSE The aim of this present study was to evaluate the sonographic correlation between Doppler flow characteristics of the uterine arteries and tumor size in patients with cervical cancer, in order to establish a new potential marker to monitor treatment response. METHODS This was a retrospective cohort study of 25 patients who underwent a sonographic evaluation of Doppler flow characteristics of the uterine arteries before surgery or radiochemotherapy for early and locally advanced/advanced cervical cancer, respectively, was analyzed. The primary outcome was the correlation between Doppler flow characteristics of the uterine arteries and tumor size in patients with cervical cancer. RESULTS Median age was 49 (range 26-85) years, and mean tumor size was 40.8 ± 17 mm. A significant positive correlation was found between tumor diameter and the uterine artery end-diastolic velocity (r = 0.47, p < 0.05) as well as the peak systolic velocity (r = 0.41, p < 0.05). No correlation was found between tumor size and the pulsatility index or resistance index. CONCLUSIONS In cervical cancer, uterine artery velocity parameters are associated with tumor size. This finding could become particularly useful in the follow-up of locally advanced cervical cancer patients undergoing radiochemotherapy or in corroborating the selection of women with more possibility of a high response rate during neoadjuvant chemotherapy before surgery.
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Affiliation(s)
- Daniele Bolla
- Department of Gynecology and Obstetrics, University of Bern, Bern, Switzerland
| | - Sarah In-Albon
- Department of Gynecology and Obstetrics, University of Bern, Bern, Switzerland
| | - Andrea Papadia
- Department of Gynecology and Obstetrics, University of Bern, Bern, Switzerland.
| | - Edoardo Di Naro
- Department of Gynecology and Obstetrics, University of Bari, Bari, Italy
| | - Maria Luisa Gasparri
- Department of Gynecology and Obstetrics, "Sapienza" University of Rome, Rome, Italy
| | - Michael M Mueller
- Department of Gynecology and Obstetrics, University of Bern, Bern, Switzerland
| | - Luigi Raio
- Department of Gynecology and Obstetrics, University of Bern, Bern, Switzerland
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Scandurra G, Scibilia G, Banna GL, D'Agate G, Lipari H, Gieri S, Scollo P. Efficacy and tolerability of paclitaxel, ifosfamide, and cisplatin as a neoadjuvant chemotherapy in locally advanced cervical carcinoma. J Gynecol Oncol 2015; 26:118-24. [PMID: 25686397 PMCID: PMC4397227 DOI: 10.3802/jgo.2015.26.2.118] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 01/27/2015] [Accepted: 01/27/2015] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To evaluate the efficacy and tolerability of a neoadjuvant paclitaxel, ifosfamide, and cisplatin chemotherapy in patients with locally advanced cervical carcinoma. METHODS Patients with histologically confirmed locally advanced cervical carcinoma, aged ≥18 years, were treated with intravenous ifosfamide 5,000 mg/m² and mesna 5,000 mg/m², on day 1; intravenous paclitaxel 175 mg/m² and cisplatin 75 mg/m², on day 2; every 3 weeks for three cycles. Following chemotherapy, operable patients underwent radical hysterectomy and pelvic lymphadenectomy, and, if necessary, adjuvant radiotherapy. RESULTS One hundred fifty-two patients with median age 53 years (range, 24 to 79 years), FIGO stage IIB in 126 (89%), were treated with chemotherapy for median 3 cycles (range, 1 to 3). Treatment was delayed or withdrawn in 23 patients (15%). One hundred thirty-nine patients (91%) underwent surgery. Postchemotherapy pathological complete response rate was 18% (25 patients). Postoperative radiotherapy was administered in 100 patients (72%). The 5-year overall survival and progression-free survival were 87.3% (95% confidence interval [CI], 84.5 to 90.3) and 76.4% (95% CI, 73.5 to 79.5), respectively. CONCLUSION Neoadjuvant paclitaxel, ifosfamide, and cisplatin chemotherapy was feasible and effective in the treatment of locally advanced cervical carcinoma patients with older age and more advanced disease stage than reported in previous studies. Hematological and renal toxicity could be carefully prevented.
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Affiliation(s)
- Giuseppa Scandurra
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy.
| | - Giuseppe Scibilia
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy
| | - Giuseppe Luigi Banna
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy
| | - Gabriella D'Agate
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy
| | - Helga Lipari
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy
| | | | - Paolo Scollo
- Division of Gynecological and Medical Oncology, Department of Maternal and Child, Cannizzaro Hospital, Catania, Italy
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He L, Wu L, Su G, Wei W, Liang L, Han L, Kebria M, Liu P, Chen C, Yu Y, Zhong M, Wang W. The efficacy of neoadjuvant chemotherapy in different histological types of cervical cancer. Gynecol Oncol 2014; 134:419-25. [PMID: 24918866 DOI: 10.1016/j.ygyno.2014.06.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 05/29/2014] [Accepted: 06/01/2014] [Indexed: 12/28/2022]
Abstract
OBJECTIVE To determine whether the efficacy of neoadjuvant chemotherapy (NACT) is different among cervical cancer types, squamous cell carcinoma (SCC) and non-SCC, including adenocarcinoma of the cervix (ACC) and adenosquamous carcinoma (ASC). METHODS We searched PubMed, MEDLINE, ScienceDirect, Springerlink and CNKI for studies published between Jan 1987 and Sep 2012 and evaluated the studies published in English and Chinese on NACT and cervical carcinoma based on specific inclusion and exclusion criteria. Because there was a relative lack of relevant randomized controlled trials (RCTs), we included 2 RCTs and 9 observational studies in our analysis. Meta-analysis was applied to calculate the efficacy of NACT in different histological types of cervical cancer with 95% confidence intervals. The risk of bias was assessed by Begg's adjusted rank correlation test and Egger's regression asymmetry tests. RESULTS As many as 11 articles, 2 RCTs and 9 observational studies, were selected according to the eligibility criteria for a total of 1559 participants. For the short-term efficacy of NACT, either in terms of CR+PR or CR only, there was no difference between SCC and non-SCC when the data were pooled (P>0.05) in stratified studies based on the International Federation of Gynecology and Obstetrics (FIGO) stage (P>0.05) or histological type (P>0.05) or in observational studies (P>0.05). Nevertheless, SCC was associated with a higher short-term response rate than non-SCC in RCTs [6.57 (95%CI 1.72-25.12) in CR+PR]. For the long-term outcome of NACT, patients with SCC experienced a significant 5-year overall survival (OS) and progress-free survival (PFS) when compared to patients with non-SCC in pooled [1.47 (95%CI 1.06-2.06)] and observational studies [1.96 (95%CI 1.61-2.38)] other than RCTs (P>0.05). Moreover, this difference was especially obvious when the subgroup analysis was restricted to patients in stages above IIB [2.06 (95%CI 1.79-2.36)] rather than in stages IB-IIB [1.33 (95%CI 0.99-1.79)]. CONCLUSION Although no significant differences exist in the short-term efficacy of NACT, the histological type may be used to predict the long-term efficacy of NACT in patients with cervical cancer, especially those with FIGO stages above IIB.
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Affiliation(s)
- Lina He
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Lanfang Wu
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Guidong Su
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Wenfei Wei
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Li Liang
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Lingfei Han
- Department of Minimally Invasive Gynecologic Surgery, Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai 200040, PR China
| | - Mehdi Kebria
- Department of Ob/Gyn and Women's Health Institute, Cleveland Clinic, Cleveland, OH 44120, USA
| | - Ping Liu
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Chunlin Chen
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Yanhong Yu
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Mei Zhong
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China.
| | - Wei Wang
- Department of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China.
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Angioli R, Plotti F, Luvero D, Aloisi A, Guzzo F, Capriglione S, Terranova C, De Cicco Nardone C, Benedetti-Panici P. Feasibility and safety of carboplatin plus paclitaxel as neoadjuvant chemotherapy for locally advanced cervical cancer: a pilot study. Tumour Biol 2014; 35:2741-6. [PMID: 24234333 DOI: 10.1007/s13277-013-1361-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 10/27/2013] [Indexed: 11/28/2022] Open
Abstract
The aim of this study is to evaluate the efficacy and safety of the combination of carboplatin and paclitaxel as neoadjuvant chemotherapy (NACT) in patients affected by locally advanced cervical cancer. Between June 2007 and May 2012, all patients with a diagnosis of locally advanced cervical cancer (IB2–IIB) were eligible for this protocol. All patients have received 3 cycles of carboplatin (AUC6) and paclitaxel 175 mg/mq in neoadjuvant setting. The NACT-induced toxicity and the response to treatment were evaluated according to the World Health Organization (WHO) criteria. After NACT, all patients with complete or partial response were submitted to classical radical hysterectomy type III or C2, according to different classifications, and were submitted to four adjuvant cycles of platinum-based chemotherapy. The primary endpoints of the study were to evaluate the efficacy and feasibility of carboplatin regimen. Thirty-five patients with locally advanced cervical cancer were considered. A total of 23 patients completed 3 cycles of NACT. The overall clinical response rate after NACT was 78.3% including 43.5% (n = 10) with complete response, 34.8% (n = 8) with partial response, 17.4% (n = 4) with stable disease and 4.3% (n = 1) of those who suffered disease progression. The most common toxicity was haematologic, nausea/vomiting and neuropathy with grades 1 and 2 and occurred in 56.5, 56.5 and 17.4%, respectively. No renal toxicity was registered. Our results suggest that carboplatin is a well-tolerated drug with a response rate similar to standard cisplatin. Then, it represents, in neoadjuvant setting, a valid alternative in patients affected by locally advanced cervical cancer.
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Zhang H, Peng W, Zhang Y. Detection of cell apoptosis in pelvic lymph nodes of patients with cervical cancer after neoadjuvant chemotherapy. J Int Med Res 2014; 42:641-50. [PMID: 24651993 DOI: 10.1177/0300060513506328] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 08/05/2013] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To investigate if the administration of neoadjuvant chemotherapy (NACT) reduces pelvic lymph node metastasis by inducing tumour cell apoptosis in patients with cervical cancer. METHODS This study enrolled patients with stage Ib2-IIb cervical cancer who underwent surgery with (NACT group) or without (control group) prior cisplatin-based chemotherapy. Immunohistochemical staining of caspase-3 and an in situ terminal deoxynucleotidyl transferase-mediated deoxyuridine triphosphate nick end labelling assay were used to measure the levels of apoptosis in primary tumours and pelvic lymph nodes. RESULTS A total of 185 patients participated in the study: 102 in the NACT group and 83 in the control group. Treatment was considered to be clinically effective in 69.6% (71/102) of the NACT group. The rate of metastasis in the NACT group (20.6%; 21/102) was significantly lower than the control group (42.2%; 35/83). The level of caspase-3 immunostaining and the rate of apoptosis in primary tumours and pelvic lymph nodes in the NACT group were significantly higher than in the control group. CONCLUSIONS NACT appeared to limit pelvic node metastasis by inducing tumour cell apoptosis in patients with cervical cancer.
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Affiliation(s)
- Haiyan Zhang
- National Hepatobiliary and Enteric Surgery Research Centre, Changsha, Hunan Province, China
| | - Wei Peng
- National Hepatobiliary and Enteric Surgery Research Centre, Changsha, Hunan Province, China
| | - Yangde Zhang
- National Hepatobiliary and Enteric Surgery Research Centre, Changsha, Hunan Province, China
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Minig L, Colombo N, Zanagnolo V, Landoni F, Bocciolone L, Cárdenas-Rebollo JM, Iodice S, Maggioni A. Platinum-based neoadjuvant chemotherapy followed by radical surgery for cervical carcinoma international federation of gynecology and obstetrics stage IB2-IIB. Int J Gynecol Cancer 2013; 23:1647-54. [PMID: 24100590 DOI: 10.1097/igc.0b013e3182a616d2] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE The objective of this study was to determine the response rate to chemotherapy, as well as the progression-free survival (PFS), the overall survival (OS), and the main prognostic factors in patients treated at the European Institute of Oncology in Milan, Italy. METHODS Retrospective data were collected on patients with uterine cervical carcinoma, International Federation of Gynecology and Obstetrics (FIGO) stage IB2 to IIB, who underwent platinum-based neoadjuvant chemotherapy (NACT) followed by radical hysterectomy. RESULTS A total of 121 patients were studied. The median (range) age was 45 years old (23-69 years). The distribution of patients by International Federation of Gynecology and Obstetrics stage was as follows: n = 88 (73%) with stage IB2, n = 7 (6%) with stage IIA, and n = 26 (21%) with stage IIB. The median (range) tumor size was 50 mm (20-90 mm). Neoadjuvant chemotherapy involved a combination of cisplatin, paclitaxel, and ifosfamide in 80 patients (65%). Using this treatment, 112 patients (93%) received 3 cycles of NACT, whereas 6 (5%) received 4 cycles. Complete and partial pathology response was observed in 9 patients (7%) and 79 patients (66%), respectively. Adjuvant radiotherapy was not necessary in 65% of patients. A 5-year PFS and OS of 58% and 71%, respectively, were observed. Independent prognostic factors for PFS and OS were identified, including response to NACT, persistent lymph node metastases, and parametrial involvement. CONCLUSIONS Neoadjuvant chemotherapy in this group of tumors is a promising treatment strategy and should be discussed with patients. Although these results are comparable to those obtained by standard chemoradiation treatment, one strategy should not be recommended over the other until the results of the ongoing phase 3 trial for NACT are released.
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Affiliation(s)
- Lucas Minig
- *Gynecology Oncology Program, Hospital Universitario Madrid Sanchinarro, Centro Integral Oncológico Clara Campal, Madrid, Spain; †Gynecology Department, European Institute of Oncology, Milan, Italy; ‡Department of Applied Mathematics and Statistics CEU San Pablo University, Madrid, Spain; and §Division of Epidemiology and Biostatistics, European Institute of Oncology, Milan, Italy
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Gadducci A, Sartori E, Maggino T, Zola P, Cosio S, Zizioli V, Lapresa M, Piovano E, Landoni F. Pathological response on surgical samples is an independent prognostic variable for patients with Stage Ib2-IIb cervical cancer treated with neoadjuvant chemotherapy and radical hysterectomy: an Italian multicenter retrospective study (CTF Study). Gynecol Oncol 2013; 131:640-4. [PMID: 24096111 DOI: 10.1016/j.ygyno.2013.09.029] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Revised: 09/20/2013] [Accepted: 09/28/2013] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The purpose of this retrospective multicenter study was to correlate patterns of recurrences and clinical outcome of cervical cancer patients who underwent neoadjuvant chemotherapy [NACT] to surgery. METHODS This study was conducted on 333 patients with FIGO stage Ib2-IIb cervical cancer who underwent NACT to surgery with pelvic lymphadenectomy. The median follow-up was 66.5 months (range, 8-212 months). Overall optimal response rate was the sum of complete and optimal partial response rates. RESULTS An overall optimal response was obtained in 64 patients (19.2%). As for the 220 sub-optimal responders (66.1%), 127 patients had negative nodes and negative parametria and/or surgical margins, 75 patients had positive nodes with positive or negative parametria and/or surgical margins, and 18 patients had positive parametria and/or surgical margins with negative nodes. At the time of the present analysis, 79 (23.7%) of the 333 patients had a recurrence after a median time of 14.9 months (range, 4.5-123 months). Recurrent disease was pelvic in 50 (63.3%), extra-pelvic in 22 (27.9%), and both in 7 (8.8%). On multivariate analysis, pathological response to NACT was an independent prognostic variable for recurrence-free and overall survival. Patients who did not achieve an overall optimal response had a 2.757-fold higher risk of recurrence and a 5.413-fold higher risk of death than those who obtained an overall optimal response. CONCLUSIONS Results appear to suggest that the chemo-surgical approach is an effective therapeutic option for patients with stage Ib2-IIb cervical cancer and that pathological response to NACT is the strongest prognostic factor for the outcome.
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Affiliation(s)
- A Gadducci
- Department of Procreative Medicine, Division of Gynecology and Obstetrics, University of Pisa, Pisa, Italy
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Benedetti Panici P, Perniola G, Tomao F, Fischetti M, Savone D, Di Donato V, Angioli R, Muzii L. An Update of Laparoscopy in Cervical Cancer Staging: Is It a Useful Procedure? Oncology 2013; 85:160-5. [DOI: 10.1159/000351995] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Accepted: 05/09/2013] [Indexed: 11/19/2022]
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Wang Y, Wang G, Wei LH, Huang LH, Wang JL, Wang SJ, Li XP, Shen DH, Bao DM, Gao J. Neoadjuvant chemotherapy for locally advanced cervical cancer reduces surgical risks and lymph-vascular space involvement. CHINESE JOURNAL OF CANCER 2012; 30:645-54. [PMID: 21880186 PMCID: PMC4013327 DOI: 10.5732/cjc.011.10050] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Neoadjuvant chemotherapy (NACT), which can reduce the size and therefore increase the resectability of tumors, has recently evolved as a treatment for locally advanced cervical cancer. NACT has been reported to decrease the risk of pathologic factors related to prognosis of cervical cancer. To further assess the effects of NACT on surgery and the pathologic characteristics of cervical cancer, we reviewed 110 cases of locally advanced cervical cancer treated with radical hysterectomy with or without NACT at the People's Hospital of Peking University between January 2006 and December 2010. Of 110 patients, 68 underwent platinum-based NACT prior to surgery (NACT group) and 42 underwent primary surgery treatment (PST group). Our results showed 48 of 68 (70.6%) patients achieved a complete response or partial response to NACT. Estimated blood loss, operation time, and number of removed lymph nodes during surgery, as well as complication rates during and after surgery were not significantly different between the NACT group and the PST group. The rates of deep stromal invasion, positive parametria, positive surgical vaginal margins, and lymph node metastasis were not significantly different between the two groups. However, the rate of lymph-vascular space involvement (LVSI) was significantly lower in the NACT group than in the PST group (P = 0.021). In addition, the response rate of NACT was significantly higher in the patients with chemotherapeutic drugs administrated via artery than via vein. Our results suggest that NACT is a safe and effective treatment for locally advanced cervical cancer and significantly decreases the rate of LVSI.
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Affiliation(s)
- Yue Wang
- Department of Obstetrics & Gynecology, People's Hospital, Peking University, Beijing 100044, P. R. China
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Yamaguchi S, Nishimura R, Yaegashi N, Kiguchi K, Sugiyama T, Kita T, Kubushiro K, Kokawa K, Hiura M, Mizutani K, Yamamoto K, Takizawa K. Phase II study of neoadjuvant chemotherapy with irinotecan hydrochloride and nedaplatin followed by radical hysterectomy for bulky stage Ib2 to IIb, cervical squamous cell carcinoma: Japanese Gynecologic Oncology Group study (JGOG 1065). Oncol Rep 2012; 28:487-93. [PMID: 22614251 DOI: 10.3892/or.2012.1814] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2012] [Accepted: 04/03/2012] [Indexed: 11/05/2022] Open
Abstract
The efficacy and adverse events of neoadjuvant chemotherapy with irinotecan hydrochloride and nedaplatin were evaluated in patients with bulky stage Ib2 to IIb cervical squamous cell carcinoma. Eligibility included patients who received irinotecan (60 mg/m2) on days 1 and 8 and nedaplatin (80 mg/m2) on day 1 of a 21-day cycle. After 1-3 courses of chemotherapy, radical hysterectomy was performed. Sixty-eight patients were enrolled. Sixty-six were included in the full analysis set. Their median age was 47 years (range 22-71), the FIGO stage was Ib2 in 18 patients, IIa in 10, and IIb in 38. Radical hysterectomy was performed after NAC in 63 patients (95.5%). The number of administered courses of NAC was 1 in 13 patients, 2 in 43, and 3 in 10. The response rate, the primary endpoint of this study, was 75.8% (CR in 2 patients, PR in 48, SD in 12, PD in 0, and NE in 4). The mean number of treatment courses required for a response was 1.42 (1 course in 30 patients, 2 courses in 19, and 3 courses in 1). The incidences of grade 3 or 4 hematological toxicities were: neutropenia 72.2%, leukopenia 16.7%, anemia 13.6%, thrombocytopenia 7.6%, febrile neutropenia 1.5%, and elevations of alanine aminotransferase and aspartate aminotransferase 1.5%. Grade 3 or 4 non-hematologic toxicities were as follows: diarrhea 6.1%, nausea 3%, anorexia 1.5%, vomiting 1.5%, fever 1.5%, allergic reactions 1.5%, ileus 1.5% and vesicovaginal fistula 1.5%. Neoadjuvant chemotherapy with irinotecan and nedaplatin was an effective and well-tolerated treatment for patients with bulky stage Ib2 to IIb squamous cell carcinoma of the uterine cervix.
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Affiliation(s)
- Satoshi Yamaguchi
- Department of Gynecologic Oncology, Hyogo Cancer Center, Akashi, Hyogo 673-8558, Japan.
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Hu T, Li S, Chen Y, Shen J, Li X, Huang K, Yang R, Wu L, Chen Z, Jia Y, Wang S, Cheng X, Han X, Lin Z, Xing H, Qu P, Cai H, Song X, Tian X, Xu H, Xu J, Zhang Q, Xi L, Deng D, Wang H, Wang S, Lv W, Wang C, Xie X, Ma D. Matched-case comparison of neoadjuvant chemotherapy in patients with FIGO stage IB1-IIB cervical cancer to establish selection criteria. Eur J Cancer 2012; 48:2353-60. [PMID: 22503395 DOI: 10.1016/j.ejca.2012.03.015] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2012] [Accepted: 03/12/2012] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Neoadjuvant chemotherapy (NACT) for cervical cancer still remains controversial. NACT was evaluated to establish selection criteria. METHODS A matched-case comparison was designed for the NACT group (n=707) and primary surgery treatment (PST; n=707) group to investigate short-term responses and high/intermediate risk factors (HRFs/IRFs). The 5-year disease-free survival (DFS) and overall survival (OS) rates were stratified by NACT response, HRFs/IRFs, International Federation of Gynecology and Obstetrics (FIGO) stage and tumour size, respectively. RESULTS The clinical and pathological response rates were 79.3% and 14.9% in the NACT group. In comparison to the PST group, IRFs but not HRFs were significantly decreased (P<0.05), and the 5-year DFS rate was significantly improved in the NACT group (88.4% versus 83.1%, P=0.021). Moreover, the 5-year DFS and OS rates were favourably increased in the clinical responders in comparison to the PST group and the clinical non-responders (P<0.05). Compared to those of clinical non-responders, the 5-year DFS and OS rates of clinical responders, with or without HRFs, were also significantly increased (P<0.01). In stage IB2, the 5-year DFS and OS rates were significantly increased, whereas operation duration declined in the NACT group (P<0.05). For patients with stage IB tumours of 2-5 cm, the 5-year DFS and OS rates of clinical responders were significantly improved (P<0.05). CONCLUSIONS NACT is a suitable option for patients with cervical cancer, especially for NACT responders and patients with stage IB, which provides a new concept of fertility preservation for young patients.
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Affiliation(s)
- Ting Hu
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
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Qin J, Cheng X, Chen X, Zhang X, Lu W, Xie X. Value of three-dimensional power Doppler to predict clinical and histological response to neoadjuvant chemotherapy in locally advanced cervical carcinoma. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2012; 39:226-234. [PMID: 21845741 DOI: 10.1002/uog.10071] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
OBJECTIVE Platinum-based neoadjuvant chemotherapy followed by radical hysterectomy is an alternative therapeutic strategy for locally advanced cervical carcinoma but variables used to predict chemotherapy response are not well defined. We investigated the potential of three-dimensional (3D) power Doppler in predicting response to neoadjuvant chemotherapy. METHODS We enrolled 61 eligible patients with locally advanced cervical carcinoma who underwent neoadjuvant chemotherapy followed by surgery or radiation. Before the initial chemotherapy, we measured 3D power Doppler vascular indices, including vascularization index (VI), flow index (FI) and vascularization flow index (VFI), of the whole cervical carcinoma. We also measured two-dimensional (2D) hemodynamic parameters, such as resistance index and pulsatility index, at three random spots inside the tumor. The associations of all parameters with clinical and histological responses to chemotherapy were evaluated through univariable and multiple logistic regression analysis. RESULTS The clinical and histological response rates to chemotherapy were 70.5% and 70.7%, respectively. Univariable logistic regression analysis showed that VI, FI and VFI were significantly higher in clinical responders than in non-responders (P < 0.05), and that FI was significantly higher in histological responders (P = 0.012). Multiple logistic regression analysis showed that FI was the only significant factor associated with both clinical and histological responses. The best FI cut-off values were 35.3 and 37.3 for clinical response and histological response, respectively (with sensitivity 86.0% and 73.2%, and specificity 72.2% and 64.7%). Interestingly, none of the 2D hemodynamic parameters was significantly correlated with either response. CONCLUSION FI is a potential marker for predicting both clinical and histological responses to chemotherapy in patients with locally advanced cervical carcinoma.
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Affiliation(s)
- J Qin
- Department of Ultrasound, Women's Hospital, School of Medicine, Zhejiang University, Zhejiang, China
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Shen Y, Yang L, Wang Z. Treatment of early bulky cervical cancer with neoadjuvant paclitaxel, carboplatin and cisplatin prior to laparoscopical radical hysterectomy and pelvic lymphadenectomy. Oncol Lett 2011; 3:641-645. [PMID: 22740967 DOI: 10.3892/ol.2011.529] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2011] [Accepted: 09/29/2011] [Indexed: 11/06/2022] Open
Abstract
The objective of this study was to evaluate the efficacy and safety of neoadjuvant chemotherapy (NAC) with paclitaxel combined with carboplatin and cisplatin prior to laparoscopic radical hysterectomy and pelvic lymphadenectomy. A total of 19 patients who had bulky cervical cancer of International Federation of Gynecology and Obstetrics (FIGO) Stage Ib2 to IIb2 (lesion diameter >4 cm) received NAC with paclitaxel combined with carboplatin and cisplatin prior to laparoscopic radical hysterectomy and pelvic lymphadenectomy. The tumor diameter, the response rate, the resection rate and the lymph node metastasis rate after chemotherapy, as well as the toxicity were evaluated. All patients successfully received NAC, with the exception of 1 patient with FIGO Stage Ib2 and 7 cm tumor diameter, who rejected complete therapy. The tumor diameter was reduced from 4.93±0.81cm before NAC to 2.57±1.90 cm after treatment (P<0.01), and the overall response rate [complete remission (CR) + partial remission (PR)] was 78.9% (15/19). Two patients received radiotherapy after NAC, 1 patient was found to have cystic metastasis during the surgery and the operative rate was 83.3% (15/18). Pelvic lymph node metastasis was found in 2 of the 18 patients (11.1%) without parametrial and vaginal margin involvement. Hematological toxicity was the most common side effect and the 3-4 toxicity level was only 11.1% (2/18). In conclusion, NAC with paclitaxel, combined with carboplatin and cisplatin, followed by laparoscopic radical hysterectomy and pelvic lymphadenectomy was found to be effective and safe. Thus, NAC is the ideal treatment for patients with early bulky cervical cancer.
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Affiliation(s)
- Yi Shen
- Department of Gynaecology and Obstetrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P.R. China
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Yin M, Zhang H, Li H, Li X, Liu Y, Chen X, Lou G, Li K. The toxicity and long-term efficacy of nedaplatin and paclitaxel treatment as neoadjuvant chemotherapy for locally advanced cervical cancer. J Surg Oncol 2011; 105:206-11. [DOI: 10.1002/jso.22052] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2011] [Accepted: 07/08/2011] [Indexed: 11/07/2022]
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Huang X, Lan C, Huang H, Zhang Y, Huang H, Cao X, Huang Y, Guo Y, Wan T, Liu J. Neoadjuvant docetaxel combined with cisplatin and followed by radical surgery for the treatment of locally advanced (stage IB2 - IIB) cervical cancer: preliminary results of a single-institution experience. Expert Opin Pharmacother 2011; 12:165-73. [PMID: 21226631 DOI: 10.1517/14656566.2011.530657] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVES We aimed to determine the efficacy and toxicity of treating locally advanced cervical cancer (LACC) with a neoadjuvant chemotherapy (NAC) regimen combining docetaxel and cisplatin followed by radical surgery. METHODS We retrospectively reviewed the clinical records of patients with stage IB2 - IIB (tumor diameter ≥ 4 cm) disease admitted between January 2007 and July 2009 who, before radical hysterectomy and pelvic lymph node dissection, received two to three courses of an NAC regimen comprising docetaxel (75 mg/m²) and cisplatin (70 - 75 mg/m²). RESULTS Fifty-two patients with LACC received 109 cycles of NAC. The objective response rate was 86.5% (26.9% CR and 17.3% pathological CR). Stage IB2 disease had a more favorable response to NAC (95.7%, p = 0.019). Deep stromal invasion and lymph-vascular space metastasis rates were significantly lower in NAC responders (p = 0.033) than in nonresponders (p = 0.012). Most side effects of NAC were mild or moderate. Log-rank test showed the 2-year overall survival and progression-free survival rates were 100 and 90.3% for NAC responders, compared with only 57.1% (p = 0.000) and 68.6% for nonresponders (p = 0.012), respectively. CONCLUSION Neoadjuvant docetaxel combined with cisplatin yielded a high response rate with well tolerable toxicity for LACC and could decrease pathological risk factors in NAC responders.
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Affiliation(s)
- Xin Huang
- State Key Laboratory of Oncology in South China, 651 Dongfeng Road East, Guangzhou, People's Republic of China
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Multimodality approach in extra cervical locally advanced cervical cancer: Chemoradiation, surgery and intra-operative radiation therapy. A phase II trial. Eur J Surg Oncol 2011; 37:442-7. [DOI: 10.1016/j.ejso.2011.02.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Revised: 12/18/2010] [Accepted: 02/28/2011] [Indexed: 11/18/2022] Open
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Panici PB, Di Donato V, Plotti F, Musella A, Sansone M, Angioli R, Perniola G, Bellati F. Feasibility and safety of type C2 total extraperitoneal abdominal radical hysterectomy (TEARH) for locally advanced cervical cancer. Gynecol Oncol 2011; 120:423-9. [DOI: 10.1016/j.ygyno.2010.12.348] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2010] [Revised: 12/19/2010] [Accepted: 12/21/2010] [Indexed: 12/01/2022]
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Al-Mansour Z, Verschraegen C. Locally advanced cervical cancer: what is the standard of care? Curr Opin Oncol 2010; 22:503-12. [PMID: 20473164 DOI: 10.1097/cco.0b013e32833af426] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
PURPOSE OF REVIEW Carcinoma of the cervix remains a significant health problem for women worldwide. Locally advanced cervical cancer (LACC) is a common presentation that has been extensively studied in the last three decades. This article reviews the standard of care and discusses current topics of clinical research. RECENT FINDINGS A multidisciplinary approach to the treatment of cervical cancer has led to marked improvement in outcome. Main advances are with neoadjuvant chemotherapy, chemoradiation, and preventive vaccination. Concurrent chemoradiation with a platinum-based agent is the recommended treatment for LACC. Palliation with platinum agent remains the standard of care for inoperable patients who have metastatic or recurrent disease. SUMMARY This is a review of published and ongoing studies testing multidisciplinary and medical management of LACC, with a focus on newer chemotherapeutic approaches. Optimal multidisciplinary treatment planning improves the outcome of each patient diagnosed with cervical cancer.
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Affiliation(s)
- Zeina Al-Mansour
- The University of New Mexico Cancer Center, 1201 Camino de Salud, Albuquerque, NM 87131, USA
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Legge F, Fuoco G, Lorusso D, Lucidi A, Borriello M, Pisconti S, Scambia G, Ferrandina G. Pharmacotherapy of cervical cancer. Expert Opin Pharmacother 2010; 11:2059-75. [PMID: 20642372 DOI: 10.1517/14656566.2010.493556] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
IMPORTANCE OF THE FIELD Cervical cancer (CC) remains an important health problem. It is the second most frequent malignancy in women worldwide, with one-third of patients dying from pharmacoresistant disease. AREAS COVERED IN THIS REVIEW We reviewed pharmacotherapy approaches in the medical and multidisciplinary management of CC and conducted a systematic search of Pubmed for clinical trials, reviews and meta-analysis published in the last 20 years. Abstracts of the American Society of Clinical Oncology, European Society of Gynecological Oncology and International Gynecologic Cancer Society were also searched, together with the US National Institutes of Health clinical trial database. WHAT THE READER WILL GAIN The state-of-the art of cytotoxic and biologically targeted therapies in early, locally advanced and metastatic/recurrent CC is discussed. TAKE HOME MESSAGE Until recently, the role of pharmacotherapy in CC was restricted to palliation of advanced/metastatic or recurrent disease. During the past two decades, this reluctant attitude towards chemotherapy has been modified after a series of randomized trials demonstrated its beneficial contribution as an adjunct to radiotherapy or surgery in early and locally advanced CC. Moreover, new combinations of cytotoxics, together with novel molecular target agents, open new perspectives in the treatment of primary and recurrent CC.
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Affiliation(s)
- Francesco Legge
- Catholic University of Campobasso, Department of Oncology, Gynecologic Oncology Unit, 86100 Campobasso, Italy
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Watari H, Kanuma T, Ohta Y, Hassan MK, Mitamura T, Hosaka M, Minegishi T, Sakuragi N. Clusterin expression inversely correlates with chemosensitivity and predicts poor survival in patients with locally advanced cervical cancer treated with cisplatin-based neoadjuvant chemotherapy and radical hysterectomy. Pathol Oncol Res 2010; 16:345-52. [PMID: 20058210 DOI: 10.1007/s12253-009-9235-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2009] [Accepted: 12/01/2009] [Indexed: 12/24/2022]
Abstract
Overexpression of clusterin, an antiapoptotic molecule, has been reported to induce resistance to chemotherapy in a variety of cancer cell types. The aim of this study was to evaluate the significance of clusterin expression to predict response to platinum-based neoadjuvant chemotherapy and survival of patients with invasive cervical cancer who subsequently underwent radical hysterectomy. Biopsy specimens of invasive cervical cancer before neoadjuvant chemotherapy were obtained from 46 patients who subsequently underwent radical hysterectomy at Hokkaido University Hospital and Gunma University Hospital from 1994 to 2007. The expression of clusterin protein was analyzed by immunohistochemistry. Findings were evaluated in relation to several clinicopathological factors. Survival analyses were performed by the Kaplan-Meier curves and the log-rank test. Independent prognostic factors were determined by multivariate Cox regression analysis. Clusterin protein was mainly present in the cytoplasm of cervical cancer cells. The expression of clusterin protein in cervical cancer tissues before neoadjuvant chemotherapy was significantly related to poor response to chemotherapy among factors analyzed. Univariate analysis on prognostic factors showed that response to chemotherapy (p = 0.01), lymph node metastasis (p = 0.02), and clusterin expression (p = 0.02) were related to survival. Multivariate analysis revealed that lymph node metastasis (p = 0.03), and clusterin expression (p = 0.03) were independent prognostic factors for survival of cervical cancer patients. We conclude that clusterin expression could be a new molecular marker to predict response to platinum-based chemotherapy and survival of patients with cervical cancer treated with neoadjuvant chemotherapy and radical hysterectomy.
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Affiliation(s)
- Hidemichi Watari
- Department of Obstetrics and Gynecology, Hokkaido University Graduate School of Medicine, North 15 West 7 Kita-Ku, Sapporo, Japan.
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Park DC, Suh MJ, Yeo SG. Neoadjuvant paclitaxel and cisplatin in uterine cervical cancer: long-term results. Int J Gynecol Cancer 2009; 19:943-7. [PMID: 19574789 DOI: 10.1111/igc.0b013e3181a23c2e] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES To assess the effect of neoadjuvant chemotherapy with paclitaxel and cisplatin on long-term (5-year) survival of patients with stage IB2 to IIB cervical cancer. MATERIALS AND METHODS Forty-three consecutive patients with International Federation of Gynecology and Obstetrics stage IB2 to IIB uterine cervical cancer were treated with intravenous paclitaxel (60 mg/m), followed by intravenous cisplatin (60 mg/m) every 10 days. Two weeks after the third cycle of chemotherapy, the patients underwent surgery or radiation therapy, depending on overall condition. They were followed up, and 5-year survival rates and factors affecting prognosis were evaluated. RESULTS All of 43 patients underwent surgery. Of the 43 patients, 17 (39.5%) showed a complete response, 22 (51.2%) had a partial response to cisplatin-paclitaxel, making the overall response rate 90.7%; the remaining 4 patients (9.3%) had a stable disease. A down-staging response was seen in 72.1% (31/43) of patients showing a response. After surgery, patients received adjuvant therapy according to their pathological findings. Among the 43 patients, 37 were followed up. Kaplan-Meier analysis showed that the overall 2- and 5-year survival rates were 94.5% and 89.2%, respectively. Initial stage, response to neoadjuvant chemotherapy, differentiation, depth of invasion after chemotherapy, and metastasis were significantly correlated with survival. Differences in TA4, tumor size, and stage before and after chemotherapy were also significantly correlated with survival. In contrast, initial tumor size, carcinoembryonic antigen concentration, cell type, and lymphovascular invasion did not correlate significantly with survival rate. CONCLUSIONS Combination neoadjuvant chemotherapy with paclitaxel and cisplatin may improve long-term survival of patients with uterine cervical cancer.
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Affiliation(s)
- Dong Choon Park
- Department of Obstetrics and Gynecology, Saint Vincent's Hospital, Catholic University of Korea, Seoul, South Korea
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Movva S, Rodriguez L, Arias-Pulido H, Verschraegen C. Novel chemotherapy approaches for cervical cancer. Cancer 2009; 115:3166-80. [DOI: 10.1002/cncr.24364] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Kumar JV, Doval DC, Rao R, Rawal S. A retrospective study of patients with locally advanced cancer of the cervix treated with neoadjuvant chemotherapy followed by radical surgery. Int J Gynecol Cancer 2009; 19:417-22. [PMID: 19407570 DOI: 10.1111/igc.0b013e3181a1c6df] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
New concept of downstaging locally advanced cancer of the cervix (LACC) with neoadjuvant chemotherapy (NACT), to make it resectable, is of great interest and needs to be explored. This is a retrospective study of 56 LACC patients. Efficacy of NACT was measured in terms of optimal pathological response (OR). Percentage of patients who needed adjuvant radiotherapy and disease-free interval at 2 years was evaluated. Clinically, 49 patients (87.5%) responded well to NACT with TIP regimen (paclitaxel, ifosfamide, and cisplatin) and underwent radical surgery. Adjuvant radiation was given for adverse factors in histopathology. Recurrences were noted; 46.4% of patients were in stage 2b, followed by 25% in stage IIIb; 92.8% of patients had squamous cell carcinoma. Optimal pathological response was seen in 15 patients (30.6%) with complete response in 8 patients (16.3%). Four patients (8.2%) had deposits in the parametrium, and 11 (22.4%) had positive nodes. On gross examination, 48.9% of patients had complete disappearance of cervical growth, and there was no microscopic evidence of cervical malignancy in 16.3%. In 20.4% of patients, cervical cancer was reduced to cervical intraepithelial neoplasia or microinvasion. Thirty-four patients (69.4%) needed full adjuvant radiotherapy. Overall, 14 patients (25.92%) had recurrence, with 11 (22.44%) being in NACT and radical surgery group. At 2 years, disease-free interval for 49 patients who underwent radical surgery was 69%. This study suggests that LACC patients who respond to NACT are surgically resectable with pathological cure in some cases, who are then spared from adjuvant radiation, which is given when recurrence occurs. However, with advancing stage, the percentage of OR decreases, and the need of adjuvant radiation increases.
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Affiliation(s)
- Jaggi Vinita Kumar
- Department of Uro-Gynae, Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India.
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González-Martín A, González-Cortijo L, Carballo N, Garcia JF, Lapuente F, Rojo A, Chiva LM. The current role of neoadjuvant chemotherapy in the management of cervical carcinoma. Gynecol Oncol 2008; 110:S36-40. [DOI: 10.1016/j.ygyno.2008.05.012] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2008] [Accepted: 05/19/2008] [Indexed: 11/16/2022]
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NIWA T, YOSHIDA T, DOIUCHI T, ITO K, NAKAYAMA H, ODAGIRI K, INOUE T. Factors predicting tumour regression in locally advanced cervical adenocarcinoma treated with balloon-occluded intra-arterial chemotherapy. Br J Radiol 2008; 81:659-65. [DOI: 10.1259/bjr/98273076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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Panici PB, Palaia I, Bellati F. Reply. Am J Obstet Gynecol 2008. [DOI: 10.1016/j.ajog.2007.11.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Nishiyama Y, Yamamoto Y, Kanenishi K, Ohno M, Hata T, Kushida Y, Haba R, Ohkawa M. Monitoring the neoadjuvant therapy response in gynecological cancer patients using FDG PET. Eur J Nucl Med Mol Imaging 2007; 35:287-95. [DOI: 10.1007/s00259-007-0627-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2007] [Accepted: 09/28/2007] [Indexed: 12/01/2022]
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Benedetti Panici P, Bellati F, Pastore M, Manci N, Musella A, Pauselli S, Angelucci M, Muzii L, Angioli R. An update in neoadjuvant chemotherapy in cervical cancer. Gynecol Oncol 2007; 107:S20-2. [PMID: 17727927 DOI: 10.1016/j.ygyno.2007.07.041] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2007] [Accepted: 07/06/2007] [Indexed: 11/15/2022]
Abstract
More than two decades have passed since neoadjuvant chemotherapy has been introduced in the clinical practice. After several pilot studies, randomized trials and meta-analysis have confirmed the validity of this therapeutic strategy and in particular of neoadjuvant chemotherapy followed by radical surgery. Several open questions still remain unanswered and in particular no standard drug regiment is unanimously accepted. In this paper we describe how this treatment has evolved since its original introduction in the early eighties and describe possible drug regimens with their supporting evidence that can be adopted by physicians worldwide.
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Affiliation(s)
- Pieluigi Benedetti Panici
- Institute of Gynecology, Perinatology and Child Health, La Sapienza University, Viale del Policlinico, 155, 00100 Rome, Italy.
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Trimble EL, Davis J, Disaia P, Fujiwara K, Gaffney D, Kristensen G, Ledermann J, Pfisterer J, Quinn M, Reed N, Schoenfeldt M, Thigpen JT. Clinical trials in gynecological cancer. Int J Gynecol Cancer 2007; 17:547-56. [PMID: 17504371 DOI: 10.1111/j.1525-1438.2007.00667.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The Gynecologic Cancer Intergroup is comprised representatives from international gynecological cancer trials organizations, which collaborate in multicenter studies to answer the clinical challenges in gynecological cancer. This review article highlights the key clinical questions facing clinical trialists over the next decade, the information and infrastructure resources available for trials, and the methods of trial development. We cover human papillomavirus (HPV)-associated neoplasia, including cervical cancer, together with endometrial cancer, ovarian cancer, and vulvar cancer. Infrastructure for clinical trials includes a database for trials, templates for protocol development, patient educational material, and financial support for clinical trials. Other critical issues include support from government and charities and government regulations.
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Affiliation(s)
- E L Trimble
- National Cancer Institute-Cancer Therapy Evaluation Program, Bethesda, MD, USA.
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