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Yamada T, Kawamura M, Oie Y, Kozai Y, Okumura M, Nagai N, Yanagi Y, Nimura K, Ishihara S, Naganawa S. The current state and future perspectives of radiotherapy for cervical cancer. J Obstet Gynaecol Res 2024. [PMID: 38885951 DOI: 10.1111/jog.15998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 05/25/2024] [Indexed: 06/20/2024]
Abstract
Radiotherapy is an effective treatment method for cervical cancer and is typically administered as external beam radiotherapy followed by intracavitary brachytherapy. In Japan, center shielding is used in external beam radiotherapy to shorten treatment time and reduce the doses delivered to the rectum or bladder. However, it has several challenges, such as uncertainties in calculating the cumulative dose. Recently, external beam radiotherapy has been increasingly performed with intensity-modulated radiotherapy, which reduces doses to the rectum or bladder without center shielding. In highly conformal radiotherapy, uncertainties in treatment delivery, such as inter-fractional anatomical structure movements, affect treatment outcomes; therefore, image-guided radiotherapy is essential for appropriate and safe performance. Regarding intracavitary brachytherapy, the use of magnetic resonance imaging-based image-guided adaptive brachytherapy is becoming increasingly widespread because it allows dose escalation to the tumor and accurately evaluates the dose delivered to the surrounding normal organs. According to current evidence, a minimal dose of D90% of the high-risk clinical target volume is significantly relevant to local control. Further improvements in target coverage have been achieved with combined interstitial and intracavity brachytherapy for massive tumors with extensive parametrical involvement. Introducing artificial intelligence will enable faster and more accurate generation of brachytherapy plans. Charged-particle therapies have biological and dosimetric advantages, and current evidence has proven their effectiveness and safety in cervical cancer treatment. Recently, radiotherapy-related technologies have advanced dramatically. This review provides an overview of technological innovations and future perspectives in radiotherapy for cervical cancer.
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Affiliation(s)
- Takehiro Yamada
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Mariko Kawamura
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yumi Oie
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuka Kozai
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Masayuki Okumura
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Naoya Nagai
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yusuke Yanagi
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Department of Radiology, Toyota Memorial Hospital, Toyota, Japan
| | - Kenta Nimura
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Department of Radiology, Tosei General Hospital, Seto, Japan
| | - Shunichi Ishihara
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Biswal SS, Sarkar B, Goyal M. Determining the library size for the optimal output plan in the RapidPlan knowledge-based planning system using multicriteria optimization. Br J Radiol 2024; 97:1153-1161. [PMID: 38637944 PMCID: PMC11135798 DOI: 10.1093/bjr/tqae084] [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: 09/29/2023] [Revised: 03/06/2024] [Accepted: 04/16/2024] [Indexed: 04/20/2024] Open
Abstract
OBJECTIVES The aim of this study was to determine the number of trade-off explored (TO) library plans required for building a RapidPlan (RP) library that would generate the optimal clinical treatment plan. METHODS We developed 2 RP models, 1 each for the 2 clinical sites, head and neck (HN) and cervix. The models were created using 100 plans and were validated using 70 plans (VP) for each site respectively. Each of the 2 libraries comprising 100 TO plans was divided into 5 different subsets of library plans comprising 20, 40, 60, 80, and 100 plans, leading to 5 different RP models for each site. For every validation patient, a TO plan (TO_VP) was created. For every patient, 5 RP plans were automatically generated using RP models. The dosimetric parameters of the 6 plans (TO_VP + 5 RP plans) were compared using Pearson correlation and Greenhouse-Geisser analysis. RESULTS Planning target volume (PTV) dose volume parameters PTVD95% in 6 competing plans varied between 97.6 ± 0.7% and 98.1 ± 0.6% in HN cases and 98.8 ± 0.3% and 99.0 ± 0.4% in cervix cases. Overall, for both sites, the mean variations in organ at risk (OAR) doses or volumes were within 50 cGy, 0.5%, and 0.2 cc between library plans, and if TO_VP was included the variations deteriorated to 180 cGy, 0.4%, and 15 cc. All OARs in both sites, except D0.1 ccspine, showed a statistically insignificant variation between all plans. CONCLUSIONS Dosimetric variation among various output plans generated from 5 RP libraries is minimal and clinically insignificant. The optimal output plan can be derived from the least-weighted library consisting of 20 plans. ADVANCES IN KNOWLEDGE This article shows that, when the constituent plans are subjected to trade-off exploration, the number of constituent plans for a knowledge-based planning module is not relevant in terms of its dosimetric output.
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Affiliation(s)
- Subhra S Biswal
- Department of Radiation Oncology, Apollo Multispeciality Hospitals, Kolkata, West Bengal-700054, India
- Institute of Applied Science and Humanities, GLA University, Mathura, UP-281406, India
| | - Biplab Sarkar
- Department of Radiation Oncology, Apollo Multispeciality Hospitals, Kolkata, West Bengal-700054, India
- Institute of Applied Science and Humanities, GLA University, Mathura, UP-281406, India
| | - Monika Goyal
- Institute of Applied Science and Humanities, GLA University, Mathura, UP-281406, India
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Wu D, Zhou R, Chen H, Pan Y, Tang Y, Zhou D. The Role of Traditional Chinese Medicine in the Management of Cervical Cancer. THE AMERICAN JOURNAL OF CHINESE MEDICINE 2024:1-13. [PMID: 38790084 DOI: 10.1142/s0192415x24500411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
Globally, cervical cancer poses a substantial public health challenge, with low and middle-income countries bearing the highest burden [Rajkhowa, P., D.S. Patil, S.M. Dsouza, P. Narayanan and H. Brand. Evidence on factors influencing HPV vaccine implementation in South Asia: a scoping review. Glob. Public Health 18: 2288269, 2023]. The incidence rate ranks second highest among female malignant tumors in China, following only breast cancer. The prognosis of advanced cervical cancer is extremely poor, with a 5-year progression-free survival (PFS) rate of only 15%, and the treatment of advanced recurrent or metastatic cervical cancer remains a huge challenge. An increasing amount of evidence suggests that traditional Chinese medicine (TCM) can significantly enhance sensitivity to chemotherapeutic drugs, strengthen antitumor effects, and notably improve adverse reactions associated with cancer such as fatigue and bone marrow suppression. In recent years, the therapeutic effects and mechanisms of Chinese herbal medicines, such as the Guizhi-Fuling-decoction, the compound Yangshe granule, Huangqi, and Ginseng, herbal monomers (e.g., Ginsenoside Rh2, Tanshinone IIA, and Tetrandrine), and the related extracts and compound formulations, have received extensive attention for the treatment of cervical cancer. This paper reviews the research progress of TCM in cervical cancer. In addition, we reported a case of an advanced cervical cancer patient with multiple abdominal and pelvic metastasis who initially received chemotherapy, was then treated with TCM alone, and subsequently survived for 22 years. The model of whole-process management with TCM can enable more cancer patients to obtain longer survival periods.
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Affiliation(s)
- Dailin Wu
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, P. R. China
| | - Ruisheng Zhou
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, P. R. China
| | - Hongyu Chen
- Internal Medicine-Oncology, Shenzhen Hospital of Guangzhou University of Traditional Chinese Medicine, Shenzhen 518034, P. R. China
| | - Yanli Pan
- Gushengtang Medicine-Oncology, Guangzhou 518112, P. R. China
| | - Ying Tang
- Institute of Tumor, Guangzhou University of Chinese Medicine, Guangzhou 510405, P. R. China
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou 510405, P. R. China
| | - Daihan Zhou
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, P. R. China
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Hunsberger KS, Treiman S, Monk BJ, Tewari KS, Taunk NK, Chase DM. A systematic review of stage IVA cervical cancer treatment: Challenges in the management of an understudied group. Gynecol Oncol 2024; 187:120-127. [PMID: 38759518 DOI: 10.1016/j.ygyno.2024.04.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 04/15/2024] [Accepted: 04/30/2024] [Indexed: 05/19/2024]
Abstract
OBJECTIVE Stage IVA patients comprise a small proportion of participants in cervical cancer trials, yet survival outcomes are disproportionately poor. We aim to perform a systematic review evaluating stage IVA cervical cancer. METHODS This systematic review was completed via PRISMA 2020 guidelines using two databases. Inclusion criteria comprised Phase III trials (2004-2024) assessing stage IVA cervical cancer including patients by stage. Searches had MeSH terms: ((cervical cancer) AND (stage IVA) AND (locally advanced)). 761 were articles identified, including books, trials, reviews, and meta-analyses. Of the articles identified, 12 met inclusion criteria. RESULTS A total of 133 (3.8% of study populations) stage IVA and 818 (40% of study populations) stage III-IVA cervical cancer patients were analyzed. Two studies (stage IVA n = 15; 3.1%) established cisplatin as chemoradiotherapy agent of choice, while one study (stage IVA n = 2; 1%) showed no benefit with cisplatin versus radiotherapy alone. Four studies (stage IVA n = 32; 3.6%; stages IIIB-IVA n = 220; 24%) found no benefit with adjuvant chemotherapy, with one analyzing stage IIIB-IVA patients (progression-free survival (PFS) hazard ratio (HR) = 0.84; 95% confidence interval (CI): 0.57-1.23). Three studies (stage IVA n = 71; 5%) found no benefit adding immunomodulator (stage IVA overall survival HR = 3.48; 95% CI: 0.52-23.29), hypoxic cell sensitizer, or immunotherapy (stage III-IVA PFS HR = 0.71; 95% CI: 0.49-1.03) to chemoradiotherapy. One study (stages III-IVA n = 598; 56%) found benefit adding immunotherapy to chemoradiotherapy (stage III-IVA PFS HR = 0.58; 95% CI: 0.42-0.8). One study (stage IVA n = 13; 3.5%) showed benefit with induction chemotherapy. CONCLUSION Trials have not included substantial IVA patients to draw reasonable conclusions. Despite mixed results for immunotherapy, adjuvant chemotherapy, and induction chemotherapy, the exact benefit for stage IVA patients remains unknown. Future clinical trials should include a greater number of stage IVA cervical cancer patients and analyze them individually.
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Affiliation(s)
- Kyra S Hunsberger
- The University of Arizona, College of Medicine - Phoenix, Phoenix, Arizona
| | - Sierra Treiman
- Creighton University School of Medicine, Phoenix, Arizona
| | - Bradley J Monk
- The University of Arizona, College of Medicine - Phoenix, Phoenix, Arizona; Creighton University School of Medicine, Phoenix, Arizona
| | - Krishnansu S Tewari
- Division of Gynecologic Oncology, University of California, Irvine College of Medicine, Irvine, California
| | - Neil K Taunk
- Division of Gynecologic Oncology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Dana M Chase
- Division of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
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Wu Y, Jiang P, Chen Z, Li W, Dong B, Zhang Y. Efficacy and safety of different chemotherapy regimens concurrent with radiotherapy in the treatment of locally advanced cervical cancer. BMC Cancer 2024; 24:589. [PMID: 38745137 PMCID: PMC11094845 DOI: 10.1186/s12885-024-12358-8] [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: 11/17/2023] [Accepted: 05/07/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Evaluate the efficacy and safety of different chemotherapy regimens concurrent with radiotherapy in treating locally advanced cervical cancer (LACC). METHODS Retrospective data was collected from LACC patients who were treated at our institution. These patients were categorized into three groups: the single-agent cisplatin (DDP) chemoradiotherapy group, the paclitaxel plus cisplatin (TP) chemoradiotherapy group, and the nanoparticle albumin-bound (nab-) paclitaxel combined with cisplatin (nPP) chemoradiotherapy group. The primary endpoints were overall survival (OS) and progression-free survival (PFS) and the secondary endpoints were objective response rate (ORR) and incidence of adverse events (AEs). RESULTS A total of 124 patients were enrolled (32 in the DDP group, 41 in the TP group, and 51 in the nPP group). There were differences in OS (P = 0.041, HR 0.527, 95% CI 0.314-0.884) and PFS (P = 0.003, HR 0.517, 95% CI 0.343-0.779) between the three groups. Notably, the 2-year OS rate was significantly higher in the nPP group compared to the DDP group (92.2% vs. 85.4%, P = 0.012). The 2-year PFS rates showed a marked increase in the TP group (78.0% vs. 59.4%, P = 0.048) and the nPP group (88.2% vs. 59.4%, P = 0.001) relative to the DPP group, with multiple comparisons indicating that the 2-year PFS rate was significantly superior in the nPP group versus the DDP group (88.2% vs. 59.4%, P = 0.001). Moreover, the ORR was also significantly higher in the nPP group than in the DDP group (P = 0.013); and no statistically significant differences were found in the incidence of AEs among the groups (P > 0.05). CONCLUSIONS In LACC treatment, the two cisplatin-based doublet chemotherapy regimens are associated with better outcomes, with the nab-paclitaxel plus cisplatin regimen showing better efficacy than the paclitaxel plus cisplatin regimen. Furthermore, the AEs associated with these regimens were deemed tolerable. These findings could provide a reference for the clinical treatment of LACC. However, further prospective studies are needed to verify it.
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Affiliation(s)
- Yaping Wu
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China
| | - Peng Jiang
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China
| | - Zhiying Chen
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China
| | - Wei Li
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China
| | - Bin Dong
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China
| | - Yongchun Zhang
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, 266003, China.
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Konnerth D, Gaasch A, Zinn A, Rogowski P, Rottler M, Walter F, Knoth J, Sturdza A, Oelmann J, Grawe F, Bodensohn R, Belka C, Corradini S. Hematologic Toxicity and Bone Marrow-Sparing Strategies in Chemoradiation for Locally Advanced Cervical Cancer: A Systematic Review. Cancers (Basel) 2024; 16:1842. [PMID: 38791920 PMCID: PMC11120218 DOI: 10.3390/cancers16101842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 04/30/2024] [Accepted: 05/02/2024] [Indexed: 05/26/2024] Open
Abstract
The standard treatment for locally advanced cervical cancer typically includes concomitant chemoradiation, a regimen known to induce severe hematologic toxicity (HT). Particularly, pelvic bone marrow dose exposure has been identified as a contributing factor to this hematologic toxicity. Chemotherapy further increases bone marrow suppression, often necessitating treatment interruptions or dose reductions. A systematic search for original articles published between 1 January 2006 and 7 January 2024 that reported on chemoradiotherapy for locally advanced cervical cancer and hematologic toxicities was conducted. Twenty-four articles comprising 1539 patients were included in the final analysis. HT of grade 2 and higher was observed across all studies and frequently exceeded 50%. When correlating active pelvic bone marrow and HT, significant correlations were found for volumes between 10 and 45 Gy and HT of grade 3 and higher. Several dose recommendations for pelvic bone and pelvic bone marrow sparing to reduce HT were established, including V10 < 90-95%, V20 < 65-86.6% and V40 < 22.8-40%. Applying dose constraints to the pelvic bone/bone marrow is a promising approach for reducing HT, and thus reliable implementation of therapy. However, prospective randomized controlled trials are needed to define precise dose constraints and optimize clinical strategies.
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Affiliation(s)
- Dinah Konnerth
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Aurelie Gaasch
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Annemarie Zinn
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Paul Rogowski
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Maya Rottler
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Franziska Walter
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Johannes Knoth
- Department of Radiation Oncology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Alina Sturdza
- Department of Radiation Oncology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Jan Oelmann
- Department of Radiation Oncology, Göttingen University Hospital, 37075 Göttingen, Germany
| | - Freba Grawe
- DKFZ Hector Cancer Institute at the University Medical Center Mannheim, 69120 Heidelberg, Germany
- Department of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University Mannheim, 68167 Mannheim, Germany
| | - Raphael Bodensohn
- Department of Radiation Oncology, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Claus Belka
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Stefanie Corradini
- Department of Radiation Oncology, University Hospital, LMU Munich, 81377 Munich, Germany
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Wang Y, Qiu H, Lin R, Hong W, Lu J, Ling H, Sun X, Yang C. Advancements in the Understanding of Small-Cell Neuroendocrine Cervical Cancer: Where We Stand and What Lies Ahead. J Pers Med 2024; 14:462. [PMID: 38793044 PMCID: PMC11122604 DOI: 10.3390/jpm14050462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 04/04/2024] [Accepted: 04/26/2024] [Indexed: 05/26/2024] Open
Abstract
Small-cell neuroendocrine cervical carcinoma (SCNCC) is a rare yet aggressive gynecological malignancy associated with dismal clinical outcomes. Its rarity has led to a limited number of retrospective studies and an absence of prospective research, posing significant challenges for evidence-based treatment approaches. As a result, most gynecologic oncology centers have limited experience with this tumor, emphasizing the urgent need for a comprehensive review and summary. This article systematically reviews the pathogenesis, immunohistochemical and molecular characteristics, prognostic factors, and clinical management of gynecologic SCNCC. We specifically focused on reviewing the distinct genomic characteristics of SCNCC identified via next-generation sequencing technologies, including loss of heterozygosity (LOH), somatic mutations, structural variations (SVs), and microRNA alterations. The identification of these actionable genomic events offers promise for discovering new molecular targets for drug development and enhancing therapeutic outcomes. Additionally, we delve deeper into key clinical challenges, such as determining the optimal treatment modality between chemoradiation and surgery for International Federation of Gynecology and Obstetrics (FIGO) stage I phase patients within a precision stratification framework, as well as the role of targeted therapy within the homologous recombination (HR) pathway, immune checkpoint inhibitors (ICIs), and prophylactic cranial irradiation (PCI) in the management of SCNCC. Finally, we anticipate the utilization of multiple SCNCC models, including cancer tissue-originated spheroid (CTOS) lines and patient-derived xenografts (PDXs), to decipher driver events and develop individualized therapeutic strategies for clinical application.
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Affiliation(s)
- Yan Wang
- Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou First People’s Hospital, Hangzhou 310006, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Hui Qiu
- Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Rongjie Lin
- Department of Radiotherapy, West China Xiamen Hospital of Sichuan University, Xiamen 361021, China
| | - Weiwei Hong
- Department of Medical Oncology, The First Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Jiahao Lu
- Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Huan Ling
- Department of Ultrasound in Gynecology and Obstetrics, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Xiaoge Sun
- Department of Radiation Oncology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot 750306, China
| | - Chunxu Yang
- Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
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Greenman M, McNamara B, Mutlu L, Santin AD. Targeting cervical cancer with anti-PD-1 antibodies: what is new? Expert Opin Biol Ther 2024:1-4. [PMID: 38391293 DOI: 10.1080/14712598.2024.2323596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 02/22/2024] [Indexed: 02/24/2024]
Affiliation(s)
- Michelle Greenman
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale University School of Medicine, CT, USA
| | - Blair McNamara
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale University School of Medicine, CT, USA
| | - Levent Mutlu
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale University School of Medicine, CT, USA
| | - Alessandro D Santin
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale University School of Medicine, CT, USA
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Liu H, Cui Y, Chang C, Zhou Z, Zhang Y, Ma C, Yin Y, Wang R. Development and validation of a 18F-FDG PET/CT radiomics nomogram for predicting progression free survival in locally advanced cervical cancer: a retrospective multicenter study. BMC Cancer 2024; 24:150. [PMID: 38291351 PMCID: PMC10826285 DOI: 10.1186/s12885-024-11917-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/24/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND The existing staging system cannot meet the needs of accurate survival prediction. Accurate survival prediction for locally advanced cervical cancer (LACC) patients who have undergone concurrent radiochemotherapy (CCRT) can improve their treatment management. Thus, this present study aimed to develop and validate radiomics models based on pretreatment 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)-computed tomography (CT) images to accurately predict the prognosis in patients. METHODS The data from 190 consecutive patients with LACC who underwent pretreatment 18F-FDG PET-CT and CCRT at two cancer hospitals were retrospectively analyzed; 176 patients from the same hospital were randomly divided into training (n = 117) and internal validation (n = 50) cohorts. Clinical features were selected from the training cohort using univariate and multivariate Cox proportional hazards models; radiomic features were extracted from PET and CT images and filtered using least absolute shrinkage and selection operator and Cox proportional hazard regression. Three prediction models and a nomogram were then constructed using the previously selected clinical, CT and PET radiomics features. The external validation cohort that was used to validate the models included 23 patients with LACC from another cancer hospital. The predictive performance of the constructed models was evaluated using receiver operator characteristic curves, Kaplan Meier curves, and a nomogram. RESULTS In total, one clinical, one PET radiomics, and three CT radiomics features were significantly associated with progression-free survival in the training cohort. Across all three cohorts, the combined model displayed better efficacy and clinical utility than any of these parameters alone in predicting 3-year progression-free survival (area under curve: 0.661, 0.718, and 0.775; C-index: 0.698, 0.724, and 0.705, respectively) and 5-year progression-free survival (area under curve: 0.661, 0.711, and 0.767; C-index, 0.698, 0.722, and 0.676, respectively). On subsequent construction of a nomogram, the calibration curve demonstrated good agreement between actually observed and nomogram-predicted values. CONCLUSIONS In this study, a clinico-radiomics prediction model was developed and successfully validated using an independent external validation cohort. The nomogram incorporating radiomics and clinical features could be a useful clinical tool for the early and accurate assessment of long-term prognosis in patients with LACC patients who undergo concurrent chemoradiotherapy.
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Affiliation(s)
- Huiling Liu
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China
| | - Yongbin Cui
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Cheng Chang
- Department of Nuclear Medicine, Third Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Zichun Zhou
- School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China
| | - Yalin Zhang
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China
- Xinjiang Key Laboratory of Oncology, Urumqi, China
- Key Laboratory of Cancer Immunotherapy and Radiotherapy, Chinese Academy of Medical Sciences, Urumqi, China
| | - Changsheng Ma
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Yong Yin
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
| | - Ruozheng Wang
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China.
- Xinjiang Key Laboratory of Oncology, Urumqi, China.
- Key Laboratory of Cancer Immunotherapy and Radiotherapy, Chinese Academy of Medical Sciences, Urumqi, China.
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Huo G, Liu W, Chen P. Cost-effectiveness of tisotumab vedotin as a second- or third-line therapy for cervical cancer. J Gynecol Oncol 2024; 35:35.e58. [PMID: 38330381 DOI: 10.3802/jgo.2024.35.e58] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/12/2023] [Accepted: 01/05/2024] [Indexed: 02/10/2024] Open
Abstract
OBJECTIVE To evaluate the cost-effectiveness of tisotumab vedotin to treat recurrent or metastatic cervical cancer in second- or third-line from the U.S. payer perspective. METHODS A Markov model with three-state was employed to simulate recurrent or metastatic cervical cancer patients who were administered either tisotumab vedotin or investigator's choice of chemotherapy based on the phase II, open-labeled innovaTV 301 randomized clinical trial. The data on cost and health preferences were collected from the literature. RESULTS Tisotumab vedotin generated an additional 0.25 quality-adjusted life-years (QALYs) compared to chemotherapy, but at an additional cost of $206,779. This results in incremental cost-effectiveness ratios of 839,107.88 per QALY. The results of the univariate sensitivity analysis indicated that cost of tisotumab vedotin, utility of progressive disease and progression-free survival had the greatest impacts on the outcomes. Probability sensitivity analysis showed that tisotumab vedotin had a 0% chance of being considered cost-effective. CONCLUSION Tisotumab vedotin was unlikely cost-effective compared to chemotherapy for recurrent or metastatic cervical cancer patients at a willingness-to-pay threshold of $150,000/QALY from the perspective of a U.S. payer. Lowering the prices of tisotumab vedotin could potentially enhance its cost-effectiveness.
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Affiliation(s)
- Gengwei Huo
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy of Tianjin, Tianjin, China
- Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Wenjie Liu
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy of Tianjin, Tianjin, China
- Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Peng Chen
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy of Tianjin, Tianjin, China
- Tianjin's Clinical Research Center for Cancer, Tianjin, China.
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11
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Liu L, Lin J, Deng S, Yu H, Xie N, Sun Y. A novel nomogram and risk stratification for early metastasis in cervical cancer after radical radiotherapy. Cancer Med 2023; 12:21798-21806. [PMID: 37994611 PMCID: PMC10757092 DOI: 10.1002/cam4.6745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 11/08/2023] [Accepted: 11/13/2023] [Indexed: 11/24/2023] Open
Abstract
OBJECT This study aimed to establish an effective risk nomogram to predict the early distant metastasis (EDM) probability of cervical cancer (CC) patients treated with radical radiotherapy to aid individualized clinical decision-making. METHODS A total of 489 patients with biopsy-confirmed CC between December 2018 and January 2021 were enrolled. Logistic regression with the stepwise backward method was used to identify independent risk factors. The nomogram efficacy was evaluated by using the area under the receiver operating characteristic curve (AUC), C-index by 1000 bootstrap replications, etc. Finally, patients were divided into high- and low-risk groups of EDM based on the cut-off value of nomogram points. RESULTS 36 (7.36%) CC patients had EDM, and 20 (55.6%) EDM had more than one metastatic site involved. Age below 51 (OR = 2.298, p < 0.001), tumor size larger than 4.5 cm (OR = 3.817, p < 0.001) and radiotherapy (OR = 3.319, p < 0.001) were independent risk factors of EDM. For the nomogram model, C-index was 0.701 (95% CI = 0.604-0.798), and 0.675 (95% CI = 0.578-0.760) after 1000 bootstrap resampling validations. The Hosmer-Lemeshow test demonstrated no overfitting (p = 0.924). According to the Kaplan-Meier curve of risk score, patients with high risk were more prone to get EDM (p < 0.001). CONCLUSION This is the first research to focus on EDM in CC patients. We have developed a robust scoring system to predict the risk of EDM in CC patients to screen out appropriate cases for consolidation therapy and more intensive follow-up.
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Affiliation(s)
- Linying Liu
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
| | - Jie Lin
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
| | - Sufang Deng
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
| | - Haijuan Yu
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
| | - Ning Xie
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
| | - Yang Sun
- Department of GynecologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouChina
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12
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Wu RR, Zhou YM, Xie XY, Chen JY, Quan KR, Wei YT, Xia XY, Chen WJ. Delta radiomics analysis for prediction of intermediary- and high-risk factors for patients with locally advanced cervical cancer receiving neoadjuvant therapy. Sci Rep 2023; 13:19409. [PMID: 37938596 PMCID: PMC10632513 DOI: 10.1038/s41598-023-46621-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 11/02/2023] [Indexed: 11/09/2023] Open
Abstract
This study aimed to assess the feasibility of using magnetic resonance imaging (MRI)-based Delta radiomics characteristics extrapolated from the Ax LAVA + C series to identify intermediary- and high-risk factors in patients with cervical cancer undergoing surgery following neoadjuvant chemoradiotherapy. A total of 157 patients were divided into two groups: those without any intermediary- or high-risk factors and those with one intermediary-risk factor (negative group; n = 75). Those with any high-risk factor or more than one intermediary-risk factor (positive group; n = 82). Radiomics characteristics were extracted using Ax-LAVA + C MRI sequences. The data was divided into training (n = 126) and test (n = 31) sets in an 8:2 ratio. The training set data features were selected using the Mann-Whitney U test and the Least Absolute Shrinkage and Selection Operator (LASSO) test. The best radiomics features were then analyzed to build a preoperative predictive radiomics model for predicting intermediary- and high-risk factors in cervical cancer. Three models-the clinical model, the radiomics model, and the combined clinic and radiomics model-were developed in this study utilizing the random forest Algorithm. The receiver operating characteristic (ROC) curve, decision curve analysis (DCA), accuracy, sensitivity, and specificity were used to assess the predictive efficacy and clinical benefits of each model. Three models were developed in this study to predict intermediary- and high-risk variables associated with postoperative pathology for patients who underwent surgery after receiving neoadjuvant radiation. In the training and test sets, the AUC values assessed using the clinical model, radiomics model, and combined clinical and radiomics models were 0.76 and 0.70, 0.88 and 0.86, and 0.91 and 0.89, respectively. The use of machine learning algorithms to analyze Delta Ax LAVA + C MRI radiomics features can aid in the prediction of intermediary- and high-risk factors in patients with cervical cancer receiving neoadjuvant therapy.
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Affiliation(s)
- Rong-Rong Wu
- Department of Radiation Oncology, Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yi-Min Zhou
- School of Nuclear Science and Technology, University of South China, Hengyang, China
| | - Xing-Yun Xie
- Department of Radiation Oncology, Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Jin-Yang Chen
- College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China
| | - Ke-Run Quan
- Department of Radiation Oncology, Xiangtan City Central Hospital Xiangtan, Hengyang, China
| | - Yu-Ting Wei
- Department of Radiation Oncology, Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Xiao-Yi Xia
- Department of Radiation Oncology, Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Wen-Juan Chen
- Department of Radiation Oncology, Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
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13
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Xin Z, Yan W, Feng Y, Yunzhi L, Zhang Y, Wang D, Chen W, Peng J, Guo C, Chen Z, Wang X, Zhu J, Lei J. An MRI-based machine learning radiomics can predict short-term response to neoadjuvant chemotherapy in patients with cervical squamous cell carcinoma: A multicenter study. Cancer Med 2023; 12:19383-19393. [PMID: 37772478 PMCID: PMC10587964 DOI: 10.1002/cam4.6525] [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: 03/30/2023] [Revised: 08/28/2023] [Accepted: 08/30/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND AND PURPOSE Neoadjuvant chemotherapy (NACT) has become an essential component of the comprehensive treatment of cervical squamous cell carcinoma (CSCC). However, not all patients respond to chemotherapy due to individual differences in sensitivity and tolerance to chemotherapy drugs. Therefore, accurately predicting the sensitivity of CSCC patients to NACT was vital for individual chemotherapy. This study aims to construct a machine learning radiomics model based on magnetic resonance imaging (MRI) to assess its efficacy in predicting NACT susceptibility among CSCC patients. METHODS This study included 234 patients with CSCC from two hospitals, who were divided into a training set (n = 180), a testing set (n = 20), and an external validation set (n = 34). Manual radiomic features were extracted from transverse section MRI images, and feature selection was performed using the recursive feature elimination (RFE) method. A prediction model was then generated using three machine learning algorithms, namely logistic regression, random forest, and support vector machines (SVM), for predicting NACT susceptibility. The model's performance was assessed based on the area under the receiver operating characteristic curve (AUC), accuracy, and sensitivity. RESULTS The SVM approach achieves the highest scores on both the testing set and the external validation set. In the testing set and external validation set, the AUC of the model was 0.88 and 0.764, and the accuracy was 0.90 and 0.853, the sensitivity was 0.93 and 0.962, respectively. CONCLUSIONS Machine learning radiomics models based on MRI images have achieved satisfactory performance in predicting the sensitivity of NACT in CSCC patients with high accuracy and robustness, which has great significance for the treatment and personalized medicine of CSCC patients.
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Affiliation(s)
- Zhonghong Xin
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Wanying Yan
- Infervision Medical Technology Co., LtdBeijingChina
| | - Yibo Feng
- Infervision Medical Technology Co., LtdBeijingChina
| | - Li Yunzhi
- Department of RadiologyGansu Provincial Maternity and Child‐care HospitalLanzhouChina
| | - Yaping Zhang
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Dawei Wang
- Infervision Medical Technology Co., LtdBeijingChina
| | - Weidao Chen
- Infervision Medical Technology Co., LtdBeijingChina
| | - Jianhong Peng
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Cheng Guo
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Zixian Chen
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Xiaohui Wang
- Department of Gynecology and ObstetricsThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Jun Zhu
- Department of PathologyThe First Hospital of Lanzhou UniversityLanzhouChina
| | - Junqiang Lei
- Department of RadiologyThe First Hospital of Lanzhou UniversityLanzhouChina
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14
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Liu Q, Jiang N, Hao Y, Hao C, Wang W, Bian T, Wang X, Li H, zhang Y, Kang Y, Xie F, Li Y, Jiang X, Feng Y, Mao Z, Wang Q, Gao Q, Zhang W, Cui B, Dong T. Identification of lymph node metastasis in pre-operation cervical cancer patients by weakly supervised deep learning from histopathological whole-slide biopsy images. Cancer Med 2023; 12:17952-17966. [PMID: 37559500 PMCID: PMC10523985 DOI: 10.1002/cam4.6437] [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: 04/29/2023] [Revised: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Lymph node metastasis (LNM) significantly impacts the prognosis of individuals diagnosed with cervical cancer, as it is closely linked to disease recurrence and mortality, thereby impacting therapeutic schedule choices for patients. However, accurately predicting LNM prior to treatment remains challenging. Consequently, this study seeks to utilize digital pathological features extracted from histopathological slides of primary cervical cancer patients to preoperatively predict the presence of LNM. METHODS A deep learning (DL) model was trained using the Vision transformer (ViT) and recurrent neural network (RNN) frameworks to predict LNM. This prediction was based on the analysis of 554 histopathological whole-slide images (WSIs) obtained from Qilu Hospital of Shandong University. To validate the model's performance, an external test was conducted using 336 WSIs from four other hospitals. Additionally, the efficiency of the DL model was evaluated using 190 cervical biopsies WSIs in a prospective set. RESULTS In the internal test set, our DL model achieved an area under the curve (AUC) of 0.919, with sensitivity and specificity values of 0.923 and 0.905, respectively, and an accuracy (ACC) of 0.909. The performance of the DL model remained strong in the external test set. In the prospective cohort, the AUC was 0.91, and the ACC was 0.895. Additionally, the DL model exhibited higher accuracy compared to imaging examination in the evaluation of LNM. By utilizing the transformer visualization method, we generated a heatmap that illustrates the local pathological features in primary lesions relevant to LNM. CONCLUSION DL-based image analysis has demonstrated efficiency in predicting LNM in early operable cervical cancer through the utilization of biopsies WSI. This approach has the potential to enhance therapeutic decision-making for patients diagnosed with cervical cancer.
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Affiliation(s)
- Qingqing Liu
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Nan Jiang
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Yiping Hao
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Chunyan Hao
- Department of Pathology, School of Basic Medical Science, Cheeloo College of MedicineShandong UniversityJinan CityChina
- Department of PathologyQilu Hospital of Shandong UniversityJinan CityChina
| | - Wei Wang
- Department of PathologyAffiliated Hospital of Jining Medical UniversityJining CityChina
| | - Tingting Bian
- Department of Medical ImagingAffiliated Hospital of Jining Medical UniversityJining CityChina
| | - Xiaohong Wang
- Department of Obstetrics and GynecologyJinan People's HospitalJinan CityChina
| | - Hua Li
- Department of Obstetrics and GynecologyTai'an City Central HospitalTai'an CityChina
| | - Yan zhang
- Department of Obstetrics and GynecologyWeifang People's HospitalWeifang CityChina
| | - Yanjun Kang
- Department of Obstetrics and GynecologyWomen and Children's Hospital, Qingdao UniversityQingdao CityChina
| | - Fengxiang Xie
- Department of PathologyKingMed DiagnosticsJinan CityChina
| | - Yawen Li
- Department of PathologyQilu Hospital of Shandong UniversityJinan CityChina
| | - XuJi Jiang
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Yuan Feng
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Zhonghao Mao
- Cheeloo College of MedicineShandong UniversityJinan CityChina
| | - Qi Wang
- Department of Obstetrics and Gynecology, Shandong Provincial Qianfoshan HospitalShandong UniversityJinan CityChina
| | - Qun Gao
- Department of Obstetrics and GynecologyThe Affiliated Hospital of Qingdao UniversityQingdao CityChina
| | - Wenjing Zhang
- Department of Obstetrics and GynecologyQilu Hospital of Shandong UniversityJinan CityChina
| | - Baoxia Cui
- Department of Obstetrics and GynecologyQilu Hospital of Shandong UniversityJinan CityChina
| | - Taotao Dong
- Department of Obstetrics and GynecologyQilu Hospital of Shandong UniversityJinan CityChina
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15
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Liu L, Liu J, Lyu Q, Huang J, Chen Y, Feng C, Liu Y, Chen F, Wang Z. Disulfidptosis-associated LncRNAs index predicts prognosis and chemotherapy drugs sensitivity in cervical cancer. Sci Rep 2023; 13:12470. [PMID: 37528124 PMCID: PMC10394072 DOI: 10.1038/s41598-023-39669-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 07/28/2023] [Indexed: 08/03/2023] Open
Abstract
Disulfidptosis is a newly discovered form of cell death. Not yet clearly classified as programmed cell death or accidental cell death. This study aimed to create a novel disulfidptosis-related lncRNA index (DLI) that can be used to predict survival and chemotherapy drugs sensitivity in patients with cervical cancer. First of all, we found lncRNAs associated with disulfidptosis between cervical cancer tissues and normal tissues. By LASSO-Cox analysis, overlapping lncRNAs were then used to construct lncRNA index associated with disulfidptosis, which can be served to predict the prognosis of patients with CC, especially the chemotherapy drugs sensitivity. ROC curves and PCA based on DLI and clinical signatures were developed and demonstrated to have good predictive potential. In addition, differences in immune cell subset infiltration and differences in immune checkpoint expression between high-DLI and low-DLI groups were analyzed, and we investigated the relationship between the DLI and tumor mutation burden (TMB). In summary, we constructed a lncRNA prediction index associated with disulfidptosis. This has important clinical implications, including improving the predictive value of cervical cancer patients and providing a biomarker for cervical cancer guiding individualized treatment.
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Affiliation(s)
- Li Liu
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China
| | - Jun Liu
- Department of Obstetrics, Pingxiang Maternal and Child Health Hospital, Pingxiang, 337000, Jiangxi, China
| | - Qianbao Lyu
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China
| | - Jinzhi Huang
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China
| | - Yuanfeng Chen
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China
| | - Cuiyi Feng
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China
| | - Yaoyao Liu
- Geneplus-Beijing Institute, Beijing, 10000, China
| | - Fukun Chen
- Geneplus-Beijing Institute, Beijing, 10000, China
| | - Zhouyan Wang
- Department of Gynecology, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, No.1 Baojian Road, Shunde District, Foshan, 528300, Guangdong, China.
- Department of Pharmacy, Shunde Women and Children's Hospital (Maternity and Child Healthcare Hospital of Shunde Foshan), Guangdong Medical University, Foshan, 528300, Guangdong, China.
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16
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Ollivier L, Moreau Bachelard C, Renaud E, Dhamelincourt E, Lucia F. The abscopal effect of immune-radiation therapy in recurrent and metastatic cervical cancer: a narrative review. Front Immunol 2023; 14:1201675. [PMID: 37539054 PMCID: PMC10394237 DOI: 10.3389/fimmu.2023.1201675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 06/30/2023] [Indexed: 08/05/2023] Open
Abstract
Despite human papillomavirus vaccination and screening, in about 5% of cases, cervical cancer (CC) is discovered at an initial metastatic stage. Moreover, nearly one-third of patients with locally advanced CC (LACC) will have a recurrence of their disease during follow-up. At the stage of recurrent or metastatic CC, there are very few treatment options. They are considered incurable with a very poor prognosis. For many years, the standard of care was the combination of platinum-based drug and paclitaxel with the possible addition of bevacizumab. The most recent years have seen the development of the use of immune checkpoint inhibitors (ICIs) (pembrolizumab, cemiplimab and others) in patients with CC. They have shown long term responses with improved overall survival of patients in 1st line (in addition to chemotherapy) or 2nd line (as monotherapy) treatment. Another emerging drug is tisotumab vedotin, an antibody-drug conjugate targeting tissue factor. Radiation therapy (RT) often has a limited palliative indication in metastatic cancers. However, it has been observed that RT can induce tumor shrinkage both in distant metastatic tumors beyond the radiation field and in primary irradiated tumors. This is a rarely observed phenomenon, called abscopal effect, which is thought to be related to the immune system and allows a tumor response throughout the body. It would be the activation of the immune system induced by the irradiation of cancer cells that would lead to a specific type of apoptosis, the immunogenic cell death. Today, there is a growing consensus that combining RT with ICIs may boost abscopal response or cure rates for various cancers. Here we will review the potential abscopal effect of immune-radiation therapy in metastatic cervical cancer.
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Affiliation(s)
- Luc Ollivier
- Department of Radiation Oncology, Institut De Cancérologie De L’Ouest (ICO), Saint-Herblain, France
| | | | - Emmanuelle Renaud
- Department of Medical Oncology, CHRU Morvan, University Hospital, Brest, France
| | | | - Francois Lucia
- Radiation Oncology Department, University Hospital, Brest, France
- LaTIM, INSERM, UMR 1101, Univ Brest, Brest, France
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17
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Rodrigues M, Vanoni G, Loap P, Dubot C, Timperi E, Minsat M, Bazire L, Durdux C, Fourchotte V, Laas E, Pouget N, Castel-Ajgal Z, Marret G, Lesage L, Meseure D, Vincent-Salomon A, Lecompte L, Servant N, Vacher S, Bieche I, Malhaire C, Huchet V, Champion L, Kamal M, Amigorena S, Lantz O, Chevrier M, Romano E. Nivolumab plus chemoradiotherapy in locally-advanced cervical cancer: the NICOL phase 1 trial. Nat Commun 2023; 14:3698. [PMID: 37349318 PMCID: PMC10287640 DOI: 10.1038/s41467-023-39383-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 06/12/2023] [Indexed: 06/24/2023] Open
Abstract
Concurrent chemoradiotherapy (CRT) with blockade of the PD-1 pathway may enhance immune-mediated tumor control through increased phagocytosis, cell death, and antigen presentation. The NiCOL phase 1 trial (NCT03298893) is designed to determine the safety/tolerance profile and the recommended phase-II dose of nivolumab with and following concurrent CRT in 16 women with locally advanced cervical cancer. Secondary endpoints include objective response rate (ORR), progression free survival (PFS), disease free survival, and immune correlates of response. Three patients experience grade 3 dose-limiting toxicities. The pre-specified endpoints are met, and overall response rate is 93.8% [95%CI: 69.8-99.8%] with a 2-year PFS of 75% [95% CI: 56.5-99.5%]. Compared to patients with progressive disease (PD), progression-free (PF) subjects show a brisker stromal immune infiltrate, higher proximity of tumor-infiltrating CD3+ T cells to PD-L1+ tumor cells and of FOXP3+ T cells to proliferating CD11c+ myeloid cells. PF show higher baseline levels of PD-1 and ICOS-L on tumor-infiltrating EMRA CD4+ T cells and tumor-associated macrophages, respectively; PD instead, display enhanced PD-L1 expression on TAMs, higher peripheral frequencies of proliferating Tregs at baseline and higher PD-1 levels at week 6 post-treatment initiation on CD4 and CD8 T cell subsets. Concomitant nivolumab plus definitive CRT is safe and associated with encouraging PFS rates. Further validation in the subset of locally advanced cervical cancer displaying pre-existing, adaptive immune activation is warranted.
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Affiliation(s)
- Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Giulia Vanoni
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Pierre Loap
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Coraline Dubot
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Eleonora Timperi
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Mathieu Minsat
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Louis Bazire
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Catherine Durdux
- Hôpital Européen Georges Pompidou, Department of Radiation Oncology, Paris, France
| | | | - Enora Laas
- Service of Breast and Gynecologic Surgery, Institut Curie, Paris, France
| | - Nicolas Pouget
- Service of Breast and Gynecologic Surgery, Institut Curie, Paris, France
| | - Zahra Castel-Ajgal
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Gregoire Marret
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Laetitia Lesage
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Didier Meseure
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Anne Vincent-Salomon
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Lolita Lecompte
- Institut Curie Bioinformatics Platform, INSERM U900, Mines ParisTech, Paris, 75005, France
| | - Nicolas Servant
- Institut Curie Bioinformatics Platform, INSERM U900, Mines ParisTech, Paris, 75005, France
| | - Sophie Vacher
- Pharmacogenomics Unit, Service of Genetics, Institut Curie, Paris, France
| | - Ivan Bieche
- Pharmacogenomics Unit, Service of Genetics, Institut Curie, Paris, France
| | | | - Virginie Huchet
- Department of Nuclear Medicine, Institut Curie, Paris, 75005, France
| | - Laurence Champion
- Department of Nuclear Medicine, Institut Curie, Paris, 75005, France
| | - Maud Kamal
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Sebastian Amigorena
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Olivier Lantz
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Marion Chevrier
- Service of Biostatistics, Institut Curie, Paris, 75005, France
| | - Emanuela Romano
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France.
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France.
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Ciulla S, Celli V, Aiello AA, Gigli S, Ninkova R, Miceli V, Ercolani G, Dolciami M, Ricci P, Palaia I, Catalano C, Manganaro L. Post treatment imaging in patients with local advanced cervical carcinoma. Front Oncol 2022; 12:1003930. [PMID: 36465360 PMCID: PMC9710522 DOI: 10.3389/fonc.2022.1003930] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 09/26/2022] [Indexed: 10/29/2023] Open
Abstract
Cervical cancer (CC) is the fourth leading cause of death in women worldwide and despite the introduction of screening programs about 30% of patients presents advanced disease at diagnosis and 30-50% of them relapse in the first 5-years after treatment. According to FIGO staging system 2018, stage IB3-IVA are classified as locally advanced cervical cancer (LACC); its correct therapeutic choice remains still controversial and includes neoadjuvant chemo-radiotherapy, external beam radiotherapy, brachytherapy, hysterectomy or a combination of these modalities. In this review we focus on the most appropriated therapeutic options for LACC and imaging protocols used for its correct follow-up. We explore the imaging findings after radiotherapy and surgery and discuss the role of imaging in evaluating the response rate to treatment, selecting patients for salvage surgery and evaluating recurrence of disease. We also introduce and evaluate the advances of the emerging imaging techniques mainly represented by spectroscopy, PET-MRI, and radiomics which have improved diagnostic accuracy and are approaching to future direction.
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Affiliation(s)
- S Ciulla
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - V Celli
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - A A Aiello
- Department of Medical Sciences, University of Cagliari, Cagliari, Italy
| | - S Gigli
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - R Ninkova
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - V Miceli
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - G Ercolani
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - M Dolciami
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - P Ricci
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - I Palaia
- Department of Maternal and Child Health and Urological Sciences, Sapienza, University of Rome, Rome, Italy
| | - C Catalano
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
| | - L Manganaro
- Department of Radiological, Oncological and Pathological Sciences, Sapienza, University of Rome, Rome, Italy
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19
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Xie Y, Kong W, Zhao X, Zhang H, Luo D, Chen S. Immune checkpoint inhibitors in cervical cancer: Current status and research progress. Front Oncol 2022; 12:984896. [PMID: 36387196 PMCID: PMC9647018 DOI: 10.3389/fonc.2022.984896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 10/17/2022] [Indexed: 12/24/2022] Open
Abstract
Cervical cancer is the second most common gynecological malignant tumor endangering the health of women worldwide. Despite advances in the therapeutic strategies available to treat cervical cancer, the long-term prognosis of patients with recurrent and metastatic cervical cancer remains unsatisfactory. In recent years, immune checkpoint inhibitors (ICIs) have shown encouraging efficacy in the treatment of cervical cancer. ICIs have been approved for use in both first- and second-line cervical cancer therapies. This review summarizes the current knowledge of ICIs and the application of ICIs in clinical trials for the treatment of cervical cancer.
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20
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Gennigens C, Jerusalem G, Lapaille L, De Cuypere M, Streel S, Kridelka F, Ray-Coquard I. Recurrent or primary metastatic cervical cancer: current and future treatments. ESMO Open 2022; 7:100579. [PMID: 36108558 PMCID: PMC9588874 DOI: 10.1016/j.esmoop.2022.100579] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 07/19/2022] [Accepted: 08/12/2022] [Indexed: 11/12/2022] Open
Abstract
Despite screening programs for early detection and the approval of human papillomavirus vaccines, around 6% of women with cervical cancer (CC) are discovered with primary metastatic disease. Moreover, one-third of the patients receiving chemoradiation followed by brachytherapy for locally advanced disease will have a recurrence. At the end, the vast majority of recurrent or metastatic CC not amenable to locoregional treatments are considered incurable disease with very poor prognosis. Historically, cisplatin monotherapy, then a combination of cisplatin and paclitaxel were considered the standard of care. Ten years ago, the addition of bevacizumab to chemotherapy demonstrated favorable data in terms of response rate and overall survival. Even with this improvement, novel therapies are needed for the treatment of recurrent CC in first as well as later lines. In the last decades, a better understanding of the interactions between human papillomavirus infection and the host immune system response has focused interest on the use of immunotherapeutic drugs in CC patients. Indeed, immune checkpoint inhibitors (pembrolizumab, cemiplimab, and others) have recently emerged as novel therapeutic pillars that could provide durable responses with impact on overall survival in patients in the primary (in addition to chemotherapy) or recurrent (monotherapy) settings. Tisotumab vedotin, an antibody–drug conjugate targeting the tissue factor, is another emerging drug. Several trials in monotherapy or in combination with immunotherapy, chemotherapy, or bevacizumab showed very promising results. There is a high need for more potent biomarkers to better accurately determine which patients would receive the greatest benefit from all these aforementioned drugs, but also to identify patients with specific molecular characteristics that could benefit from other targeted therapies. The Cancer Genome Atlas Research Network identified several genes significantly mutated, potentially targetable. These molecular data have highlighted the molecular heterogeneity of CC. The majority of recurrent or metastatic CCs are considered incurable disease. Combination of chemotherapy with bevacizumab and pembrolizumab (PD-L1 CPS ≥1) is the new standard of care in first line. Tisotumab vedotin, an antibody–drug conjugate targeting the tissue factor, is another emerging drug. Need for more potent biomarkers to accurately determine which patients would receive the greatest benefit from these drugs.
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Affiliation(s)
- C Gennigens
- Department of Medical Oncology, CHU Liège, Liège, Belgium.
| | - G Jerusalem
- Department of Medical Oncology, CHU Liège, Liège, Belgium; Faculty of Medicine, University of Liège, Liège, Belgium
| | - L Lapaille
- Department of Medical Oncology, CHU Liège, Liège, Belgium
| | - M De Cuypere
- Department of Obstetrics and Gynaecology, CHU Liège, Liège, Belgium
| | - S Streel
- Department of Medical Oncology, CHU Liège, Liège, Belgium
| | - F Kridelka
- Faculty of Medicine, University of Liège, Liège, Belgium; Department of Obstetrics and Gynaecology, CHU Liège, Liège, Belgium
| | - I Ray-Coquard
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
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21
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Zhang Z, Zhang S, Lin B, Wang Q, Nie X, Shi Y. Combined treatment of marizomib and cisplatin modulates cervical cancer growth and invasion and enhances antitumor potential in vitro and in vivo. Front Oncol 2022; 12:974573. [PMID: 36110967 PMCID: PMC9468930 DOI: 10.3389/fonc.2022.974573] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
Proteasome inhibition is an attractive approach for anticancer therapy. Cisplatin (cis-diamminedichloroplatinum, CDDP) is widely used as a standard chemotherapy drug in the treatment of solid malignant tumors, such as cervical cancer, ovarian cancer, colorectal cancer, and lung cancer. However, the development of CDDP resistance largely limits its clinical application. Proteasome inhibitors may enhance traditional chemotherapy agent-induced cytotoxicity and apoptosis. Marizomib (NPI-0052, salinosporamide A, Mzb), a second-generation proteasome inhibitor, shows synergistic anticancer activity with some drugs. Currently, the effect of Mzb on cervical cancer cell proliferation remains unclear. In this study, we explored the role of Mzb in three cervical cancer cell lines, HeLa, CaSki, and C33A, representing major molecular subtypes of cervical cancer and xenografts. We found that Mzb alone showed noteworthy cytotoxic effects, and its combination with CDDP resulted in more obvious cytotoxicity and apoptosis in cervical cancer cell lines and xenografts. In order to investigate the mechanism of this effect, we probed whether Mzb alone or in combination with CDDP had a better antitumor response by enhancing CDDP-induced angiopoietin 1 (Ang-1) expression and inhibiting the expression of TEK receptor tyrosine kinase (Tie-2) in the Ang-1/Tie-2 pathway, FMS-like tyrosine kinase 3 ligand (Flt-3L) and stem cell factor (SCF) as identified by a cytokine antibody chip test. The results suggest that Mzb has better antitumor effects on cervical cancer cells and can sensitize cervical cancer cells to CDDP treatment both in vitro and in vivo. Accordingly, we conclude that the combination of CDDP with Mzb produces synergistic anticancer activity and that Mzb may be a potential effective drug in combination therapy for cervical cancer patients.
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Affiliation(s)
- Ziruizhuo Zhang
- Department of Pathology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Songcheng Zhang
- Department of Pediatrics, Nanyang Chinese Medicine Hospital, Nanyang, Henan, China
| | - Bingjie Lin
- Department of Pathology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Qixin Wang
- Department of Pathology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Xiaojing Nie
- Department of Pathology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China
- Xinjiang Key Laboratory of Molecular Biology for Endemic Diseases, Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Yonghua Shi
- Department of Pathology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China
- Xinjiang Key Laboratory of Molecular Biology for Endemic Diseases, Xinjiang Medical University, Urumqi, Xinjiang, China
- *Correspondence: Yonghua Shi,
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22
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Nguyen VT, Winterman S, Playe M, Benbara A, Zelek L, Pamoukdjian F, Bousquet G. Dose-Intense Cisplatin-Based Neoadjuvant Chemotherapy Increases Survival in Advanced Cervical Cancer: An Up-to-Date Meta-Analysis. Cancers (Basel) 2022; 14:cancers14030842. [PMID: 35159111 PMCID: PMC8834199 DOI: 10.3390/cancers14030842] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Although neoadjuvant chemotherapy has become standard care for many locally advanced cancer sites, the benefit of neoadjuvant chemotherapy remains unclear for the treatment of locally advanced cervical cancer. With this meta-analysis, we set out to demonstrate the benefit of using dose-intense cisplatin-based neoadjuvant chemotherapy in terms of overall survival and progression-free survival. Dose-intense cisplatin-based neoadjuvant chemotherapy followed by local therapy was significantly associated with a survival benefit in the treatment of locally advanced cervical carcinoma. Even though radiotherapy combined with weekly cisplatin-based chemotherapy remains standard of care for the treatment of locally advanced cervical cancer, our meta-analysis makes it possible to consider the use of dose-intense cisplatin-based neoadjuvant chemotherapy when local treatment is suboptimal and opens perspectives for designing new clinical trials in this setting. Abstract Purpose: We set out to demonstrate the benefit of using dose-intense cisplatin-based neoadjuvant chemotherapy in terms of overall survival and progression-free survival. Methods: We searched through MEDLINE and Cochrane Library databases up to May 2021 to identify randomized clinical trials comparing the benefit of using cisplatin-based neoadjuvant chemotherapy followed by local treatment with local treatment alone for the treatment of locally advanced cervical cancer. The PRISMA statement was applied. Results: Twenty-two randomized clinical trials were retrieved between 1991 and 2019, corresponding to 3632 women with FIGO stages IB2-IVA cervical cancer. More than 50% of the randomized clinical trials were assessed as having a low risk of bias. There was no benefit of neoadjuvant chemotherapy on overall survival, but there was significant heterogeneity across studies (I2 = 45%, p = 0.01). In contrast, dose-intense cisplatin at over 72.5 mg/m2/3 weeks was significantly associated with increased overall survival (RR = 0.87, p < 0.05) with no heterogeneity across the pooled studies (I2 = 36%, p = 0.11). The survival benefit was even greater when cisplatin was administered at a dose over 105 mg/m2/3 weeks (RR = 0.79, p < 0.05). Conclusion: Even though radiotherapy combined with weekly cisplatin-based chemotherapy remains standard of care for the treatment of locally advanced cervical cancer, our meta-analysis makes it possible to consider the use of dose-intense cisplatin-based neoadjuvant chemotherapy when local treatment is suboptimal and opens perspectives for designing new clinical trials in this setting. Neoadjuvant chemotherapy could be proposed when surgery is local treatment instead of standard chemoradiotherapy for the treatment of locally advanced cervical cancer.
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Affiliation(s)
- Van Tai Nguyen
- National Cancer Hospital, Department of Medical Oncology 1, Hanoi 10000, Vietnam;
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service d’Oncologie Médicale, 93000 Bobigny, France; (S.W.); (L.Z.)
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMR_S942, Université de Paris-Université Sorbonne Paris Nord, 93000 Bobigny, France;
| | - Sabine Winterman
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service d’Oncologie Médicale, 93000 Bobigny, France; (S.W.); (L.Z.)
| | - Margot Playe
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service de Médecine Nucléaire, 93000 Bobigny, France;
| | - Amélie Benbara
- Assistance Publique Hôpitaux de Paris, Hôpital Jean Verdier, Service de Gynécologie—Obstétrique, 93140 Bondy, France;
| | - Laurent Zelek
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service d’Oncologie Médicale, 93000 Bobigny, France; (S.W.); (L.Z.)
- Université Sorbonne Paris Nord, 9 Avenue Jean Baptiste Clément, 93439 Villetaneuse, France
| | - Frédéric Pamoukdjian
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMR_S942, Université de Paris-Université Sorbonne Paris Nord, 93000 Bobigny, France;
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service de Médecine Gériatrique, 93000 Bobigny, France
| | - Guilhem Bousquet
- Assistance Publique Hôpitaux de Paris, Hôpital Avicenne, Service d’Oncologie Médicale, 93000 Bobigny, France; (S.W.); (L.Z.)
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMR_S942, Université de Paris-Université Sorbonne Paris Nord, 93000 Bobigny, France;
- Université Sorbonne Paris Nord, 9 Avenue Jean Baptiste Clément, 93439 Villetaneuse, France
- Correspondence:
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23
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Cancer-Derived Exosomal miR-651 as a Diagnostic Marker Restrains Cisplatin Resistance and Directly Targets ATG3 for Cervical Cancer. DISEASE MARKERS 2021; 2021:1544784. [PMID: 34567283 PMCID: PMC8460390 DOI: 10.1155/2021/1544784] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/13/2021] [Indexed: 11/17/2022]
Abstract
Objective Cancer-derived exosomes can facilitate drug resistance in cervical cancer. However, the mechanisms remain elusive. Herein, we observed the roles of exosomal miR-651 in cisplatin resistance of cervical cancer. Methods Circulating miR-651 was detected in cervical cancer and healthy individuals. The diagnostic efficacy was determined. When transfected with miR-651 mimics, cisplatin resistance, apoptosis, and proliferation were assessed. The cancer-derived exosomes were separated and identified. We observed the uptake of PKH67-labeled exosomes by HeLa/S cells. After coculture with exosomes secreted by HeLa/S or HeLa/DDP cells, malignant behaviors were examined in HeLa/S cells. The interactions between ATG3 and miR-651 were validated by dual luciferase report. Biological behaviors were investigated for HeLa/S cells cocultured with exosomes secreted by miR-651 mimic-transfected HeLa/DDP cells. Results Downregulated circulating miR-651 was found in cancer subjects than healthy individuals. It possessed high sensitivity and accuracy in diagnosing cervical cancer (AUC = 0.9050). Lower miR-651 expression was confirmed in HeLa/DDP than HeLa/S cells. Forced miR-651 lessened cisplatin resistance and proliferation and elevated apoptosis in HeLa cells. ATG3 was a direct target of miR-651. The exosomes isolated from HeLa cells were rich in CD63, CD9, and CD81 proteins, thereby identifying the isolated exosomes. Exosomes secreted by HeLa/DDP cells can be absorbed by HeLa/S cells. When being cocultured with exosomes secreted by HeLa/DDP cells, malignant behaviors of HeLa/S cells were enhanced, which were ameliorated by miR-651 mimic exosomes. Conclusion Our findings showed that cancer-derived exosomal miR-651 restrained cisplatin resistance and directly targeted ATG3, indicating that exosomal miR-651 could be a therapeutic agent.
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