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Huang H, Pan Y, Mai Q, Zhang C, Du Q, Liao Y, Qin S, Chen Y, Huang J, Li J, Liu T, Zou Q, Zhou Y, Yuan L, Wang W, Liang Y, Pan CY, Liu J, Yao S. Targeting CDCP1 boost CD8+ T cells-mediated cytotoxicity in cervical cancer via the JAK/STAT signaling pathway. J Immunother Cancer 2024; 12:e009416. [PMID: 39455095 PMCID: PMC11529519 DOI: 10.1136/jitc-2024-009416] [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] [Accepted: 10/10/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND Cervical cancer remains a global health challenge. The identification of new immunotherapeutic targets may provide a promising platform for advancing cervical cancer treatment. OBJECTIVE This study aims to investigate the role of CUB domain-containing protein 1 (CDCP1) in cervical cancer progression and evaluate its potential as a therapeutic target. METHODS We performed comprehensive analyses using patient cohorts and preclinical models to examine the association between CDCP1 expression and cervical cancer prognosis. Then in immunodeficient and immunocompetent mouse models, we further investigated the impact of CDCP1 on the tumor immune microenvironment, focusing on its effects on tumor-infiltrating T cells, including cytotoxic T lymphocytes (CTLs) and regulatory T cells (Tregs). Mechanistic studies were performed to elucidate the pathways involved in CDCP1-mediated immune modulation, in particular its interaction with the T cell receptor CD6 and the activation of the JAK-STAT signaling pathway. RESULTS Our results show that CDCP1 overexpression is associated with poor prognosis and T cell infliction in cervical cancer. Specifically, it affects the activity of CTLs and Tregs. Mechanistically, CDCP1 binds to CD6 and inhibits the JAK-STAT pathway of T cells. The study further demonstrates that targeting CDCP1 with the inhibitor 8-prenylnaringenin (8PN) effectively suppresses tumor growth in vivo and enhances antitumor immunity. CONCLUSIONS CDCP1 plays a critical role in cervical cancer progression by modulating the tumor immune microenvironment. Targeting CDCP1 offers a promising therapeutic strategy to improve the outcome of patients with cervical cancer.
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Affiliation(s)
- Hua Huang
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Yuwen Pan
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Qiuwen Mai
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Chunyu Zhang
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Qiqiao Du
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Yuandong Liao
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Shuhang Qin
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Yili Chen
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Jiaming Huang
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Jie Li
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Tianyu Liu
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Qiaojian Zou
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Yijia Zhou
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Li Yuan
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Wei Wang
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Yanchun Liang
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Chao Yun Pan
- Department of Biochemistry, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Junxiu Liu
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
| | - Shuzhong Yao
- Department of Obstetrics and Gynecology, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
- Guangdong Provincial Clinical Research Center for Obstetrical and Gynecological Diseases, Guangzhou, Guangdong, China
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Zong Y, Chang Y, Huang K, Liu J, Zhao Y. The role of BATF2 deficiency in immune microenvironment rearrangement in cervical cancer - New biomarker benefiting from combination of radiotherapy and immunotherapy. Int Immunopharmacol 2024; 126:111199. [PMID: 37995570 DOI: 10.1016/j.intimp.2023.111199] [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: 07/14/2023] [Revised: 10/25/2023] [Accepted: 11/06/2023] [Indexed: 11/25/2023]
Abstract
Despite the significant progress in immunotherapy for certain cancers, including cervical cancer, most patients remain unresponsive or derive limited benefits from combined radiotherapy and chemotherapy. The factors underlying treatment resistance are unknown and there are few reliable predictive biomarkers. BATF2 is a member of the basic leucine zipper transcription factor family and is involved in immune response and immune cell development. However, the role of BATF2 in the immune microenvironment of patients with cervical cancer after radiotherapy remains unclear. In this study, immunohistochemistry and multicolour immunofluorescence analyses of patient tumor samples were used to assess BATF2 expression. We found that cervical cancer patients with high BATF2 expression had higher infiltration levels of CD4+ T cells, CD8+ T cells, and macrophages within the tumor than those with low expression levels. Furthermore, BATF2 expression was positively correlated with the prognosis of patients after concurrent chemoradiotherapy. A wild-type mouse model with BATF2-knockdown U14 cell-derived subcutaneous tumors and a Batf2-/- mouse model with wild-type U14 cell-derived subcutaneous tumors were used to assess CD8+ T cell infiltration and function. As expected, the knockdown of BATF2 in the U14 cell line substantially promoted tumor growth, which was mediated by a reduction in CD8+ T cell infiltration and antitumor function in vivo. Additionally, the Batf2-/- mouse model demonstrated that host BATF2 is also involved in controlling tumor growth. Furthermore, the combination of radiotherapy and anti-PD-1 therapy showed synergistic antitumour effects. These findings collectively suggest that BATF2 may serve as a potent positive regulator of the tumor immune microenvironment of cervical cancer after radiotherapy, and has the potential to be a prognostic biomarker to guide the application of a combination of radiotherapy and immunotherapy.
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Affiliation(s)
- Yan Zong
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Yu Chang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Kexin Huang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jun Liu
- Department of Thoracic Surgery, Zhongnan Hospital of Wuhan University, Wuhan 430022, China.
| | - Yingchao Zhao
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
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Shi YY, Wang AJ, Liu XL, Dai MY, Cai HB. Stapled peptide PROTAC induced significantly greater anti-PD-L1 effects than inhibitor in human cervical cancer cells. Front Immunol 2023; 14:1193222. [PMID: 37325638 PMCID: PMC10262918 DOI: 10.3389/fimmu.2023.1193222] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/16/2023] [Indexed: 06/17/2023] Open
Abstract
Introduction Immune checkpoint inhibitors (ICIs) are monoclonal antibodies that target immune checkpoints that suppress immune cell activity. Low efficiency and high resistance are currently the main barriers to their clinical application. As a representative technology of targeted protein degradation, proteolysis-targeting chimeras (PROTACs) are considered to have potential for addressing these limitations. Methods We synthesized a stapled peptide-based PROTAC (SP-PROTAC) that specifically targeted palmitoyltransferase ZDHHC3 and resulted in the decrease of PD-L1 in human cervical cancer cell lines. Flow cytometry, confocal microscopy, protein immunoblotting, Cellular Thermal Shift Assay (CETSA), and MTT assay analyses were conducted to evaluate the effects of the designed peptide and verify its safety in human cells. Results In cervical cancer celllines C33A and HeLa, the stapled peptide strongly downregulated PD-L1 to < 50% of baseline level at 0.1 μM. DHHC3 expression decreased in both dosedependentand time-dependent manners. MG132, the proteasome inhibitor, can alleviate the SP-PROTAC mediated degradation of PD-L1 in human cancer cells. In a co-culture model of C33A and T cells, treatment with the peptide induced IFN-γ and TNF-α release in a dose-dependent manner by degrading PD-L1. These effects were more significant than that of the PD-L1 inhibitor, BMS-8. Conclusions Cells treated with 0.1 μM of SP-PROTAC or BMS-8 for 4 h revealed that the stapled peptide decreased PD-L1 more effectively than BMS-8. DHHC3-targeting SP-PROTAC decreased PD-L1 in human cervical cancer more effectively than the inhibitor BMS-8.
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Affiliation(s)
- Yu-Ying Shi
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, Hubei, China
- Hubei Cancer Clinical Study Center, Wuhan, Hubei, China
| | - An-Jin Wang
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, Hubei, China
- Hubei Cancer Clinical Study Center, Wuhan, Hubei, China
| | - Xue-Lian Liu
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, Hubei, China
- Hubei Cancer Clinical Study Center, Wuhan, Hubei, China
| | - Meng-Yuan Dai
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, Hubei, China
- Hubei Cancer Clinical Study Center, Wuhan, Hubei, China
| | - Hong-Bing Cai
- Department of Gynecological Oncology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, Hubei, China
- Hubei Cancer Clinical Study Center, Wuhan, Hubei, China
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Hong Y, Liu J, Kong W, Li H, Cui Y, Liu Y, Deng Z, Ma D, Zhang K, Li J, Li M. WASH regulates the oxidative stress Nrf2/ARE pathway to inhibit proliferation and promote apoptosis of HeLa cells under the action of Jolkinolide B. PeerJ 2022; 10:e13499. [PMID: 35855902 PMCID: PMC9288166 DOI: 10.7717/peerj.13499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/05/2022] [Indexed: 01/25/2023] Open
Abstract
Jolkinolide B (JB), a diterpenoid compound isolated from the roots of Euphorbia fischeriana, has gained research attention for its antitumor effects. In recent years, JB reportedly displayed anti-tumor activity in solid tumors, such as breast, ovarian, and prostate cancer, and leukemia. In this study, we evaluated the effect of JB on HeLa cells with a focus on cell growth inhibition and related mechanisms. HeLa cells were cultured in vitro and divided into a blank control group, HeLa-Scramble (0, 0.25, 0.5 mM), and Wiskott-Aldrich syndrome protein and SCAR homolog (WASH) protein silenced group, HeLa-shWASH (0, 0.25, 0.5 mM). Morphological changes were observed using an inverted microscope. The inhibition rate of cell proliferation was detected using the WST-1 method. Flow cytometry Brdu+PI double standard method was used to detect cell replication ability and FITC+PI double standard method was used to detect cell apoptosis rate. Western blot was used to verify the expression of Nrf2, HO-1, WASH, Bax, Bcl-2, and PCNA. The mRNA expression of cytokines (IL-1α, IL-6, and IL-8) was detected using RT-qPCR. The results showed that JB induced cell apoptosis and arrested cells at the G2/M phase in HeLa-shWASH cells compared with HeLa-Scramble cells (P < 0.05, P < 0.01, respectively). In addition, JB upregulated IL-1α, IL-6, and IL-8 in HeLa-shWASH cells. We conclude that WASH protein participates in JB-induced regulation of the Nrf2/ARE pathway, aggravates inflammatory responses, and promotes cancer cell apoptosis, thus inhibiting the proliferation and invasion abilities of HeLa cells. JB may have anti-tumor effects and potential clinical value for the treatment of cervical cancer.
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Affiliation(s)
- Yu Hong
- Qiqihaer Medical University, Qiqihaer, China
| | - Jicheng Liu
- Qiqihaer Medical University, Qiqihaer, China
| | | | - Hui Li
- Qiqihaer Medical University, Qiqihaer, China
| | - Ying Cui
- Qiqihaer Medical University, Qiqihaer, China
| | - Yuchao Liu
- Qiqihaer Medical University, Qiqihaer, China,Baotou Medical College, Baotou, China
| | - Zhihui Deng
- Qiqihaer Medical University, Qiqihaer, China
| | - Dezhi Ma
- Qiqihaer Medical University, Qiqihaer, China
| | | | - Jinghui Li
- Qiqihaer Medical University, Qiqihaer, China
| | - Minhui Li
- Qiqihaer Medical University, Qiqihaer, China,Baotou Medical College, Baotou, China,Inner Mongolia Hospital of Traditional Chinese Medicine, Hohhot, China
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Combining Intravoxel Incoherent Motion Diffusion Weighted Imaging and Texture Analysis for a Nomogram to Predict Early Treatment Response to Concurrent Chemoradiotherapy in Cervical Cancer Patients. JOURNAL OF ONCOLOGY 2022; 2021:9345353. [PMID: 34976060 PMCID: PMC8720018 DOI: 10.1155/2021/9345353] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 12/10/2021] [Indexed: 12/30/2022]
Abstract
This study aimed to predict early treatment response to concurrent chemoradiotherapy (CCRT) by combining intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI) with texture analysis (TA) for cervical cancer patients and to develop a nomogram for estimating the risk of residual tumor. Ninty-three cervical cancer patients underwent conventional MRI and IVIM-DWI before CCRT. We conducted TA using T2WI. The patients were allocated to partial response (PR) and complete response (CR) groups on the basis of posttreatment MRI. Multivariate logistic regression analysis on IVIM-DWI parameters and texture features was employed to filter the independent predictors and construct the predictive nomogram. Its discrimination and calibration performances were estimated. Multivariate analysis on the IVIM-DWI parameters showed that D and f were independent predictors (OR = 4.029 and 0.889, resp.; p < 0.05). However, the multivariate analysis on the texture features indicated that GLCM-correlation, GLRLM-LRE, and GLSZM-ZE were independent predictors (OR = 43.789, 9.774, and 23.738, resp.;p < 0.05). The combination of IVIM-DWI parameters and texture features exhibited the highest predictive performance (AUC = 0.975). The nomogram to identify the patients with high-risk residual tumors exhibited an acceptable predictive performance and stability with a C-index of 0.953. Decision curve analysis demonstrated the clinical use of the nomogram. The results demonstrate that D, f, GLCM-correlation, GLRLM-LRE, and GLSZM-ZE were independent predictors for cervical cancer. The nomogram combining IVIM-DWI parameters and texture features makes it possible to identify cervical cancer patients at a high risk of residual tumor after CCRT.
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Manganaro L, Nicolino GM, Dolciami M, Martorana F, Stathis A, Colombo I, Rizzo S. Radiomics in cervical and endometrial cancer. Br J Radiol 2021; 94:20201314. [PMID: 34233456 PMCID: PMC9327743 DOI: 10.1259/bjr.20201314] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Radiomics is an emerging field of research that aims to find associations between quantitative information extracted from imaging examinations and clinical data to support the best clinical decision. In the last few years, some papers have been evaluating the role of radiomics in gynecological malignancies, mainly focusing on ovarian cancer. Nonetheless, cervical cancer is the most frequent gynecological malignancy in developing countries and endometrial cancer is the most common in western countries. The purpose of this narrative review is to give an overview of the latest published papers evaluating the role of radiomics in cervical and endometrial cancer, mostly evaluating association with tumor prognostic factors, with response to therapy and with prediction of recurrence and distant metastasis.
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Affiliation(s)
- Lucia Manganaro
- Department of Radiological, Oncological and Pathological Sciences; University of Rome Sapienza (IT), Rome, Italy
| | - Gabriele Maria Nicolino
- Post-graduate School in Radiodiagnostics, Università degli Studi di Milano, Via Festa del Perdono 7, Milan, Italy
| | - Miriam Dolciami
- Department of Radiological, Oncological and Pathological Sciences; University of Rome Sapienza (IT), Rome, Italy
| | - Federica Martorana
- Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland
| | - Anastasios Stathis
- Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland.,Facoltà di Scienze biomediche, Università della Svizzera italiana (USI), Via Buffi 13, 6900, Lugano (CH), Switzerland
| | - Ilaria Colombo
- Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland
| | - Stefania Rizzo
- Facoltà di Scienze biomediche, Università della Svizzera italiana (USI), Via Buffi 13, 6900, Lugano (CH), Switzerland.,Istituto di Imaging della Svizzera Italiana (IIMSI), Ente Ospedaliero Cantonale, Via Tesserete 46, Lugano (CH), Switzerland
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Ferrall L, Lin KY, Roden RBS, Hung CF, Wu TC. Cervical Cancer Immunotherapy: Facts and Hopes. Clin Cancer Res 2021; 27:4953-4973. [PMID: 33888488 DOI: 10.1158/1078-0432.ccr-20-2833] [Citation(s) in RCA: 184] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/12/2021] [Accepted: 04/08/2021] [Indexed: 11/16/2022]
Abstract
It is a sad fact that despite being almost completely preventable through human papillomavirus (HPV) vaccination and screening, cervical cancer remains the fourth most common cancer to affect women worldwide. Persistent high-risk HPV (hrHPV) infection is the primary etiologic factor for cervical cancer. Upward of 70% of cases are driven by HPV types 16 and 18, with a dozen other hrHPVs associated with the remainder of cases. Current standard-of-care treatments include radiotherapy, chemotherapy, and/or surgical resection. However, they have significant side effects and limited efficacy against advanced disease. There are a few treatment options for recurrent or metastatic cases. Immunotherapy offers new hope, as demonstrated by the recent approval of programmed cell death protein 1-blocking antibody for recurrent or metastatic disease. This might be augmented by combination with antigen-specific immunotherapy approaches, such as vaccines or adoptive cell transfer, to enhance the host cellular immune response targeting HPV-positive cancer cells. As cervical cancer progresses, it can foster an immunosuppressive microenvironment and counteract host anticancer immunity. Thus, approaches to reverse suppressive immune environments and bolster effector T-cell functioning are likely to enhance the success of such cervical cancer immunotherapy. The success of nonspecific immunostimulants like imiquimod against genital warts also suggest the possibility of utilizing these immunotherapeutic strategies in cervical cancer prevention to treat precursor lesions (cervical intraepithelial neoplasia) and persistent hrHPV infections against which the licensed prophylactic HPV vaccines have no efficacy. Here, we review the progress and challenges in the development of immunotherapeutic approaches for the prevention and treatment of cervical cancer.
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Affiliation(s)
- Louise Ferrall
- Department of Pathology, The Johns Hopkins University, Baltimore, Maryland
| | - Ken Y Lin
- Department of Obstetrics and Gynecology and Women's Health, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Richard B S Roden
- Department of Pathology, The Johns Hopkins University, Baltimore, Maryland.,Department of Oncology, The Johns Hopkins University, Baltimore, Maryland.,Department of Obstetrics and Gynecology, The Johns Hopkins University, Baltimore, Maryland
| | - Chien-Fu Hung
- Department of Pathology, The Johns Hopkins University, Baltimore, Maryland.,Department of Oncology, The Johns Hopkins University, Baltimore, Maryland.,Department of Obstetrics and Gynecology, The Johns Hopkins University, Baltimore, Maryland
| | - T-C Wu
- Department of Pathology, The Johns Hopkins University, Baltimore, Maryland. .,Department of Oncology, The Johns Hopkins University, Baltimore, Maryland.,Department of Obstetrics and Gynecology, The Johns Hopkins University, Baltimore, Maryland.,Department of Molecular Microbiology and Immunology, The Johns Hopkins University, Baltimore, Maryland
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Chen Z, Ling K, Zhu Y, Deng L, Li Y, Liang Z. Rucaparib antagonize multidrug resistance in cervical cancer cells through blocking the function of ABC transporters. Gene 2020; 759:145000. [DOI: 10.1016/j.gene.2020.145000] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 06/16/2020] [Accepted: 07/21/2020] [Indexed: 01/02/2023]
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Urologic Complications Requiring Intervention Following High-dose Pelvic Radiation for Cervical Cancer. Urology 2020; 151:107-112. [PMID: 32961221 DOI: 10.1016/j.urology.2020.09.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 09/02/2020] [Accepted: 09/13/2020] [Indexed: 12/09/2022]
Abstract
OBJECTIVE To identify the incidence of radiation-induced urologic complication requiring procedural intervention following high-dose radiotherapy for cervical carcinoma, and to identify predictors of complication occurrence. MATERIALS AND METHODS We performed a retrospective chart review of cervical cancer patients undergoing radiotherapy with primary focus on procedural complications (Clavien-Dindo ≥ III). Clinical data were collected including radiation dose, procedure performed, timing of complication, and need for additional procedures. Univariate and multivariate logistic regression modeling was performed to assess predictive value of demographic and clinical variables. RESULTS A total of 126 patients with FIGO stage 1A2-4B cervical cancer were included in study analysis, with 18 patients experiencing procedural complication (14.3%). A total of 22 complications were identified, representing an average of 1.2 complications per patient with complication. The most common complications were ureteral stricture and radiation cystitis. The most common nononcologic procedures performed in the treatment of these complications were ureteral stenting, percutaneous nephrostomy tube placement, and cystoscopy. Notably, a total of 259 procedures were performed in the treatment of urologic complications, representing 14.4 procedures per patient and 24.6 procedures per patient with ureteral stricture. Logistic regression demonstrated active smoking at the time of diagnosis to be a predictor of procedural complication. CONCLUSION Radiotherapy in the treatment of cervical cancer is associated with a high rate of urologic procedural complication. These complications often require numerous procedures and long-term management given their complexity. These findings suggest a need for awareness and plans for multidisciplinary management of urologic complications in this patient population.
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Yang LP, Feng HQ, Ma JC, Wu H, Liu CR, Hou JD. SIRT2 expression exhibits potential to serve as a biomarker for disease surveillance and prognosis in the management of cervical cancer patients. Medicine (Baltimore) 2020; 99:e18668. [PMID: 32176025 PMCID: PMC7440089 DOI: 10.1097/md.0000000000018668] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 11/28/2019] [Accepted: 12/05/2019] [Indexed: 12/15/2022] Open
Abstract
This study aimed to compare the sirtuin 2 (SIRT2) expression between tumor tissue and adjacent tissue, and to investigate the association of tumor SIRT2 expression with clinical characteristics and survival profiles in cervical cancer patients.One hundred ninety-one cervical cancer patients were reviewed in this retrospective study. All patients underwent surgical resection and had well-preserved tumor tissue and adjacent tissue, which were obtained for SIRT2 expression detection by immunohistochemistry (IHC). Clinical parameters were obtained. Disease free survival (DFS) and overall survival (OS) were calculated.Both SIRT2 expression by IHC score (P < .001) and the percentage of SIRT2 high expression (defined as IHC score >3) (P < .001) were declined in tumor tissue compared with paired adjacent tissue. In addition, SIRT2 expression in tumor tissue was negatively correlated with tumor size (P = .047), lymph node metastasis (P = .009) and FIGO stage (P = .001). And the DFS (P = .007) as well as OS (P = .008) were better in patients with SIRT2 high expression compared with patents with SIRT2 low expression. Univariate Cox's proportional hazards regression model analyses revealed that high SIRT2 expression in tumor tissue was a predictive factor for more prolonged DFS (P = .009) and OS (P = .011), while multivariate Cox's proportional hazards regression model analysis disclosed that it lacks independent predictive value for DFS (P = .084) or OS (P = .132).SIRT2 expression exhibits potential to serve as a biomarker for disease surveillance and prognosis in the management of cervical cancer patients.
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Affiliation(s)
| | | | | | - Hong Wu
- Department of Gynaecology and Obstetrics
| | - Cai-ru Liu
- Department of Gynaecology and Obstetrics
| | - Jun-de Hou
- Department of Anesthesiology, HanDan Central Hospital, Handan 056008, China
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Giles SL, Imseeh G, Rivens I, ter Haar GR, Taylor A, deSouza NM. MR guided high intensity focused ultrasound (MRgHIFU) for treating recurrent gynaecological tumours: a pilot feasibility study. Br J Radiol 2019; 92:20181037. [PMID: 31084495 PMCID: PMC6592075 DOI: 10.1259/bjr.20181037] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 03/07/2019] [Accepted: 04/01/2019] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE To assess the feasibility of targeting recurrent gynaecological tumours with MR guided high intensity focused ultrasound (MRgHIFU). METHODS 20 patients with recurrent gynaecological tumours were prospectively scanned on a Philips/Profound 3 T Achieva MR/ Sonalleve HIFU system. Gross tumour volume (GTV) and planning target volume (PTV) were delineated on T 2W and diffusion-weighted imaging (DWI). Achievable treatment volumes that (i) assumed bowel and/or urogenital tract preparation could be used to reduce risk of damage to organs-at-risk (TVoptimal), or (ii) assumed no preparations were possible (TVno-prep) were compared with PTV on virtual treatment plans. Patients were considered treatable if TVoptimal ≥ 50 % PTV. RESULTS 11/20 patients (55%) were treatable if preparation strategies were used: nine had central pelvic recurrences, two had tumours in metastatic locations. Treatable volume ranged from 3.4 to 90.3 ml, representing 70 ± 17 % of PTVs. Without preparation, 6/20 (30%) patients were treatable (four central recurrences, two metastatic lesions). Limiting factors were disease beyond reach of the HIFU transducer, and bone obstructing tumour access. DWI assisted tumour outlining, but differences from T 2W imaging in GTV size (16.9 ± 23.0%) and PTV location (3.8 ± 2.8 mm in phase-encode direction) limited its use for treatment planning. CONCLUSIONS Despite variation in size and location within the pelvis, ≥ 50 % of tumour volumes were considered targetable in 55 % patients while avoiding adjacent critical structures. A prospective treatment study will assess safety and symptom relief in a second patient cohort. ADVANCES IN KNOWLEDGE Target size, location and access make MRgHIFU a viable treatment modality for treating symptomatic recurrent gynaecological tumours within the pelvis.
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Affiliation(s)
- Sharon L Giles
- The CRUK Cancer Imaging Centre, The Institute of Cancer Research and The Royal Marsden Hospital, London, United Kingdom
| | - Georgios Imseeh
- Department of Gynae-Oncology, The Royal Marsden Hospital, London, United Kingdom
| | - Ian Rivens
- Therapeutic Ultrasound, The Institute of Cancer Research, London, United Kingdom
| | - Gail R ter Haar
- Therapeutic Ultrasound, The Institute of Cancer Research, London, United Kingdom
| | - Alexandra Taylor
- Department of Gynae-Oncology, The Royal Marsden Hospital, London, United Kingdom
| | - Nandita M deSouza
- The CRUK Cancer Imaging Centre, The Institute of Cancer Research and The Royal Marsden Hospital, London, United Kingdom
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12
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Meng J, Liu S, Zhu L, Zhu L, Wang H, Xie L, Guan Y, He J, Yang X, Zhou Z. Texture Analysis as Imaging Biomarker for recurrence in advanced cervical cancer treated with CCRT. Sci Rep 2018; 8:11399. [PMID: 30061666 PMCID: PMC6065361 DOI: 10.1038/s41598-018-29838-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 07/18/2018] [Indexed: 01/13/2023] Open
Abstract
This prospective study explored the application of texture features extracted from T2WI and apparent diffusion coefficient (ADC) maps in predicting recurrence of advanced cervical cancer patients treated with concurrent chemoradiotherapy (CCRT). We included 34 patients with advanced cervical cancer who underwent pelvic MR imaging before, during and after CCRT. Radiomic feature extraction was performed by using software at T2WI and ADC maps. The performance of texture parameters in predicting recurrence was evaluated. After a median follow-up of 31 months, eleven patients (32.4%) had recurrence. At four weeks after CCRT initiated, the most textural parameters (four T2 textural parameters and two ADC textural parameters) showed significant difference between the recurrence and nonrecurrence group (P values range, 0.002~0.046). Among them, RunLengthNonuniformity (RLN) from T2 and energy from ADC maps were the best selected predictors and together yield an AUC of 0.885. The support vector machine (SVM) classifier using ADC textural parameters performed best in predicting recurrence, while combining T2 textural parameters may add little value in prognosis. T2 and ADC textural parameters have potential as non-invasive imaging biomarkers in early predicting recurrence in advanced cervical cancer treated with CCRT.
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Affiliation(s)
- Jie Meng
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China
| | - Shunli Liu
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China
| | - Lijing Zhu
- The Comprehensive Cancer Centre of Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, China, Nanjing, 210008
| | - Li Zhu
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China
| | - Huanhuan Wang
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China
| | - Li Xie
- The Comprehensive Cancer Centre of Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, China, Nanjing, 210008
| | - Yue Guan
- School of Electronic Science and Engineering, Nanjing University, 210046, Nanjing, China
| | - Jian He
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China.
| | - Xiaofeng Yang
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, Georgia, 30322, USA.
| | - Zhengyang Zhou
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, 210008, Nanjing, China.
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13
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Scher N, Castelli J, Depeursinge A, Bourhis J, Prior JO, Herrera FG, Ozsahin M. ( 18F)-FDG PET/CT parameters to predict survival and recurrence in patients with locally advanced cervical cancer treated with chemoradiotherapy. Cancer Radiother 2018; 22:229-235. [PMID: 29650390 DOI: 10.1016/j.canrad.2017.10.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 09/27/2017] [Accepted: 10/04/2017] [Indexed: 11/26/2022]
Abstract
PURPOSE To identify predictive (18F)-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT)-based parameters for locoregional control, disease-free survival and overall survival, by testing different thresholds of metabolic tumor volume and total lesion glycolysis in patients with locally-advanced cervical cancer. PATIENTS AND METHODS Thirty-seven patients treated with standard chemoirradiation underwent a pretreatment (18F)-FDG-PET/CT. Using different thresholds of maximum standardized uptake value, the following PET parameters were computed: maximum standardized uptake value, mean standardized uptake value, metabolic tumor volume and total lesion glycolysis for primary tumor and lymph nodes and a new parameter combining the metabolic tumor volume and the distance between lymph nodes and the primary tumor, namely metabolic node distance. Correlation between PET and clinical parameters with clinical outcome (overall survival, disease-free survival, and locoregional control) was assessed using univariate and multivariate analyses (Cox model). RESULTS In univariate analyses, PET/CT parameters associated with overall survival and disease-free survival were: metabolic tumor volume and total lesion glycolysis of the primary tumor, total lesion glycolysis of lymph nodes and metabolic node distance. The most predictive threshold segmentation for metabolic tumor volume and total lesion glycolysis was 48% of maximum standardized uptake value for the primary tumor and 30% for the lymph nodes. In multivariate Cox analysis, the total lesion glycolysis of primary tumor 48% and metabolic node distance were the two independent risk factors for overall survival (P<0.01), disease-free survival (P<0.01) and locoregional control (P=0.046). CONCLUSION Total lesion glycolysis of primary tumor and distance between the invaded positive lymph node and the primary tumor seem to have the highest predictive value when compared to classical clinical prognostic parameters and may be useful to identify high risk groups at time of diagnosis and to tailor the therapeutic approach in locally-advanced cervical cancer.
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Affiliation(s)
- N Scher
- Department of Radiation Oncology, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland.
| | - J Castelli
- Department of Radiation Oncology, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland; Inserm, U1099, campus de Beaulieu, 35000 Rennes, France; LTSI, université de Rennes 1, campus de Beaulieu, 35000 Rennes, France
| | - A Depeursinge
- École polytechnique fédérale de Lausanne, 1015 Lausanne, Switzerland; University of Applied Sciences Western Switzerland, 3960 Sierre, Switzerland
| | - J Bourhis
- Department of Radiation Oncology, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland
| | - J O Prior
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland
| | - F G Herrera
- Department of Radiation Oncology, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland
| | - M Ozsahin
- Department of Radiation Oncology, Lausanne University Hospital, 46, rue du Bugnon, 1011 Lausanne, Switzerland
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Viswanathan C, Faria S, Devine C, Patnana M, Sagebiel T, Iyer RB, Bhosale PR. [18F]-2-Fluoro-2-Deoxy-D-glucose-PET Assessment of Cervical Cancer. PET Clin 2018; 13:165-177. [PMID: 29482748 DOI: 10.1016/j.cpet.2017.11.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
This article provides an overview of PET in cervical cancer, primarily with regard to the use of 18F-2-fluoro-2-deoxy-d-glucose-PET/computed tomography. A brief discussion of upcoming technologies, such as PET/MR imaging, is presented.
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Affiliation(s)
- Chitra Viswanathan
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA.
| | - Silvana Faria
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
| | - Catherine Devine
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
| | - Madhavi Patnana
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
| | - Tara Sagebiel
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
| | - Revathy B Iyer
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
| | - Priya R Bhosale
- Department of Diagnostic Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1473, Houston, TX 77030-4008, USA
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The clinical and prognostic value of CXCL8 in cervical carcinoma patients: immunohistochemical analysis. Biosci Rep 2017; 37:BSR20171021. [PMID: 28883082 PMCID: PMC5629562 DOI: 10.1042/bsr20171021] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 08/31/2017] [Accepted: 09/04/2017] [Indexed: 01/08/2023] Open
Abstract
Cysteine-X-cysteine ligand 8 (CXCL8) was originally discovered as a proinflammatory chemokine. Recently, CXCL8 has been shown to act as an oncogene in several types of human cancers. However, the clinical and prognostic significance of CXCL8 in cervical cancer is poorly understood. In our study, we found that CXCL8 was highly expressed in cervical cancer tissues compared with normal cervical tissues in microarray datasets (GSE9750 and GSE7803). CXCL8 mRNA and protein expressions were increased in cervical cancer tissues and cell lines compared with normal cervical tissues and cervical epithelial cell lines. CXCL8 protein expression was significantly correlated with clinical stage, distant metastasis, histological type, and histological grade. CXCL8 high expression was a poor independent prognostic parameter for cervical cancer patients. In conclusion, CXCL8 is highly expressed in cervical cancer tissues and cell lines, and correlated with malignant status and prognosis in cervical cancer patients.
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Kanjanapan Y, Deb S, Young RJ, Bressel M, Mileshkin L, Rischin D, Hofman MS, Narayan K, Siva S. Glut-1 expression in small cervical biopsies is prognostic in cervical cancers treated with chemoradiation. Clin Transl Radiat Oncol 2017; 2:53-58. [PMID: 29658001 PMCID: PMC5893520 DOI: 10.1016/j.ctro.2017.01.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2016] [Revised: 01/10/2017] [Accepted: 01/11/2017] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND/PURPOSE Chemoradiation (CRT) is standard therapy for locally advanced cervical cancer (LACC). However, there is a lack of biomarkers to identify patients at high relapse-risk. We examine metabolic (glucose transporter-1 [Glut-1]), hypoxic (hypoxia inducible factor [HIF-1α]; carbonic anhydrase [CA-9]) and proliferative (Ki-67) markers for prognostic utility in LACC. MATERIALS/METHODS 60 LACC patients treated with CRT had pre-treatment biopsies. Immunohistochemistry was performed for Glut-1, HIF-1a and CA-9, to generate a histoscore from intensity and percentage staining; and Ki-67 scored by percentage of positive cells. For each biomarker, treatment response and survival was compared between low and high-staining groups by logrank testing and multivariate analyses. RESULTS High Glut-1 expression was associated with inferior progression-free survival (PFS), (hazard ratio [HR] 2.8, p = 0.049) and overall survival (OS), (HR 5.0, p = 0.011) on multifactor analysis adjusting for stage, node positivity, tumour volume and uterine corpus invasion. High Glut-1 correlated with increased risk of distant failure (HR 14.6, p = 0.001) but not local failure. Low Glut-1 was associated with higher complete metabolic response rate on post-therapy positron emission tomography scan (odds ratio 3.4, p = 0.048). Ki-67 was significantly associated with PFS only (HR 1.19 per 10 units increase, p = 0.033). Biomarkers for hypoxia were not associated with outcome. CONCLUSIONS High Glut-1 in LACC is associated with poor outcome post CRT. If prospectively validated, Glut-1 may help select patients for more intensive treatment regimens.
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Affiliation(s)
- Yada Kanjanapan
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Siddhartha Deb
- Department of Anatomical Pathology, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
| | - Richard J. Young
- Translational Research Laboratory, Research Division, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Mathias Bressel
- Centre for Biostatistics and Clinical Trials, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Linda Mileshkin
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
| | - Danny Rischin
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
| | - Michael S. Hofman
- Division of Cancer Imaging, Nuclear Medicine Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
| | - Kailash Narayan
- Division of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
| | - Shankar Siva
- Division of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
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