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Alabi RO, Elmusrati M, Leivo I, Almangush A, Mäkitie AA. Machine learning explainability in nasopharyngeal cancer survival using LIME and SHAP. Sci Rep 2023; 13:8984. [PMID: 37268685 DOI: 10.1038/s41598-023-35795-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 05/24/2023] [Indexed: 06/04/2023] Open
Abstract
Nasopharyngeal cancer (NPC) has a unique histopathology compared with other head and neck cancers. Individual NPC patients may attain different outcomes. This study aims to build a prognostic system by combining a highly accurate machine learning model (ML) model with explainable artificial intelligence to stratify NPC patients into low and high chance of survival groups. Explainability is provided using Local Interpretable Model Agnostic Explanations (LIME) and SHapley Additive exPlanations (SHAP) techniques. A total of 1094 NPC patients were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database for model training and internal validation. We combined five different ML algorithms to form a uniquely stacked algorithm. The predictive performance of the stacked algorithm was compared with a state-of-the-art algorithm-extreme gradient boosting (XGBoost) to stratify the NPC patients into chance of survival groups. We validated our model with temporal validation (n = 547) and geographic external validation (Helsinki University Hospital NPC cohort, n = 60). The developed stacked predictive ML model showed an accuracy of 85.9% while the XGBoost had 84.5% after the training and testing phases. This demonstrated that both XGBoost and the stacked model showed comparable performance. External geographic validation of XGBoost model showed a c-index of 0.74, accuracy of 76.7%, and area under curve of 0.76. The SHAP technique revealed that age of the patient at diagnosis, T-stage, ethnicity, M-stage, marital status, and grade were among the prominent input variables in decreasing order of significance for the overall survival of NPC patients. LIME showed the degree of reliability of the prediction made by the model. In addition, both techniques showed how each feature contributed to the prediction made by the model. LIME and SHAP techniques provided personalized protective and risk factors for each NPC patient and unraveled some novel non-linear relationships between input features and survival chance. The examined ML approach showed the ability to predict the chance of overall survival of NPC patients. This is important for effective treatment planning care and informed clinical decisions. To enhance outcome results, including survival in NPC, ML may aid in planning individualized therapy for this patient population.
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Affiliation(s)
- Rasheed Omobolaji Alabi
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
- Department of Industrial Digitalization, School of Technology and Innovations, University of Vaasa, Vaasa, Finland.
| | - Mohammed Elmusrati
- Department of Industrial Digitalization, School of Technology and Innovations, University of Vaasa, Vaasa, Finland
| | - Ilmo Leivo
- Institute of Biomedicine, Pathology, University of Turku, Turku, Finland
| | - Alhadi Almangush
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Pathology, University of Helsinki, Helsinki, Finland
- Faculty of Dentistry, Misurata University, Misurata, Libya
| | - Antti A Mäkitie
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institute and Karolinska University Hospital, Stockholm, Sweden
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Yang L, Xue Y, Wei Z, Ren K, Liu Z, Chang T, Peng X, Su Y, Li Y. Local radiotherapy versus nonradiotherapy to distant lesions for metastatic nasopharyngeal carcinoma: A retrospective cohort study. Head Neck 2021; 44:615-623. [PMID: 34962007 DOI: 10.1002/hed.26953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 11/01/2021] [Accepted: 12/02/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND To evaluate the efficiency of local radiotherapy to metastatic lesions in patients with metastatic nasopharyngeal carcinoma (mNPC). METHODS The overall survival was observed and compared for mNPC patients who received local radiotherapy versus nonradiotherapy to metastatic lesions by using the Kaplan-Meier method and Cox analysis. RESULTS One hundred and nine patients with NPC were involved in this study, with 61 (56.0%) received radiotherapy to metastatic sites and 48 (44.0%) did not receive radiotherapy to metastatic sites. The 2- and 5-year OS for patients who received local radiotherapy to metastatic lesions were 65.8% and 35.7%, and for patients who did not receive radiotherapy to metastatic lesions were 45.3% and 26.2%. The multivariable adjusted hazard radios for local radiotherapy versus nonradiotherapy to metastatic lesions were 0.482 (95% confidence interval is 0.278-0.834, p = 0.009). CONCLUSIONS Local radiotherapy to metastatic lesions might be a protective factor for patients with mNPC.
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Affiliation(s)
- Lianlian Yang
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yinyin Xue
- Department of Radiation Oncology, Lung Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Zhigong Wei
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Kexing Ren
- Department of Radiation Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.,Department of Head and Neck, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Zheran Liu
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Tangel Chang
- Department of Radiation Oncology, University of Toledo, Toledo, Ohio, USA
| | - Xingchen Peng
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yonglin Su
- Department of Rehabilitation, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yan Li
- Department of Radiation Oncology, Lung Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
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Lin M, Yang Q, You R, Zou X, Duan CY, Liu YP, Huang PY, Xie YL, Wang ZQ, Liu T, Chen SY, Hua YJ, Chen MY. Metastatic characteristics associated with survival of synchronous metastatic nasopharyngeal carcinoma in non-epidemic areas. Oral Oncol 2021; 115:105200. [PMID: 33610003 DOI: 10.1016/j.oraloncology.2021.105200] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 01/04/2021] [Accepted: 01/21/2021] [Indexed: 12/09/2022]
Abstract
INTRODUCTION The current metastatic category (M) of nasopharyngeal carcinoma (NPC) is a "catch-all" category, we previously successfully established a M1 subdivision system based on prognostic metastatic characteristics in epidemic areas. We aimed to figure out metastatic characteristics associated with survival outcomes of NPC in non-epidemic areas. METHODS A total of 428 newly diagnosed de novo metastatic NPC patients from 2010 to 2016 were analyzed from the population-based Surveillance, Epidemiology, and End Results program. Cox proportional hazard ratios (HRs) were used to identify independent prognostic factors for survival. RESULTS The most frequently involved metastatic locations were the bones (53.04%), the lungs (36.68%), the livers (29.21%) and the distant lymph nodes (24.07%). Univariate analysis indicated that bone involvement (HR = 1.39, 95% CI = 1.09-1.77), liver involvement (HR = 1.44, 95% CI = 1.12-1.85) and multiple metastatic locations (HR = 1.32, 95% CI = 1.04-1.67) were negative prognostic factors of overall survival (OS) for patients with synchronous metastasis. We established a new M1 subdivision system based on metastatic characteristics: M1a, without bone and liver involvement; M1b, single bone or liver involvement; M1c, multiple metastatic locations including bone and/or liver. Multivariate analysis confirmed that our new subcategories were associated with significantly different OS (M1b vs M1a: HR = 1.54, 95% CI = 1.11-2.16; M1c vs M1a: HR = 2.03, 95% CI = 1.47-2.78). CONCLUSIONS Synchronous metastatic NPC patients with multiple metastatic locations involved bone and/or liver were prone to suffer from dismal OS and might need more attentions for selection of treatment modality.
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Affiliation(s)
- Mei Lin
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Qi Yang
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Rui You
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Xiong Zou
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Chong-Yang Duan
- Department of Biostatistics, School of Public Health, Southern Medical University, Guangzhou 510515, China
| | - You-Ping Liu
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Pei-Yu Huang
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Yu-Long Xie
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Zhi-Qiang Wang
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Ting Liu
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Si-Yuan Chen
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China
| | - Yi-Jun Hua
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China.
| | - Ming-Yuan Chen
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, China; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China.
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Chee J, Liu X, Eu D, Loh T, Ho F, Wong LC, Tham I, Tan CS, Goh BC, Lim CM. Defining a cohort of oligometastatic nasopharyngeal carcinoma patients with improved clinical outcomes. Head Neck 2020; 42:945-954. [DOI: 10.1002/hed.26061] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 11/23/2019] [Accepted: 12/17/2019] [Indexed: 02/06/2023] Open
Affiliation(s)
- Jeremy Chee
- Department of Otolaryngology‐Head and Neck Surgery National University Health System Singapore Singapore
| | - Xuandao Liu
- Department of Otolaryngology‐Head and Neck Surgery National University Health System Singapore Singapore
| | - Donovan Eu
- Department of Otolaryngology‐Head and Neck Surgery National University Health System Singapore Singapore
| | - Thomas Loh
- Department of Otolaryngology‐Head and Neck Surgery National University Health System Singapore Singapore
- National University Cancer Institute Singapore Singapore
| | - Francis Ho
- National University Cancer Institute Singapore Singapore
| | - Lea C. Wong
- National University Cancer Institute Singapore Singapore
| | - Ivan Tham
- National University Cancer Institute Singapore Singapore
| | - Chee S. Tan
- National University Cancer Institute Singapore Singapore
| | - Boon C. Goh
- National University Cancer Institute Singapore Singapore
| | - Chwee M. Lim
- Department of Otolaryngology‐Head and Neck Surgery National University Health System Singapore Singapore
- Department of Otorhinolaryngology‐Head and Neck Surgery Singapore General Hospital Singapore Singapore
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Prognostic model and optimal treatment for patients with stage IVc nasopharyngeal carcinoma at diagnosis. Sci Rep 2019; 9:19272. [PMID: 31848409 PMCID: PMC6917809 DOI: 10.1038/s41598-019-55586-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 11/24/2019] [Indexed: 11/08/2022] Open
Abstract
The treatment for patients with stage IVc nasopharyngeal carcinoma (NPC) at diagnosis was still controversial. In this study, we tried to build a prognostic score model and optimize the treatment for the patients. The prognostic model was based on the primary cohort involving 289 patients from 2002 to 2011 and the validation involving another 156 patients from 2012 to 2015.The prognostic model was built based on the hazard ratios of significant prognostic factors for overall survival (OS). By multivariate analysis, factors associated with poor OS were Karnofsky performance score ≤70, liver metastases, multiple-organ metastases, ≥2 metastatic lesions, lactate dehydrogenase >245 IU/I and poor response to chemotherapy (all P < 0.01). Based on these prognostic factors, patients were divided into the low-risk (0-2 points), intermediate-risk (3-6 points) and high-risk (≥7 points) groups. Five-year OS rates for the low-, intermediate- and high-risk groups were 49.3%, 9.7% and 0.0%, respectively (P < 0.01). Furthermore, loco-regional radiotherapy was associated with significantly better OS in low- and intermediate-risk patients, but not in high-risk patients. These results demonstrated that the prognostic score model based on six negative factors can effectively predict OS in patients with stage IVc NPC at diagnosis. Loco-regional radiotherapy may be beneficial for low- and intermediate-risk patients, but not for high-risk patients.
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Zhang B, Yan M, Zhang W, Ke ZY, Ma LG. Glycyrrhiza glabra suppresses nasopharyngeal carcinoma cell proliferation through inhibiting the expression of lncRNA, AK027294. Biosci Biotechnol Biochem 2019; 84:314-320. [PMID: 31589096 DOI: 10.1080/09168451.2019.1673695] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Glycyrrhiza glabra is considered as potential drug for nasopharyngeal carcinoma (NPC). However, whether the long noncoding RNAs' (lncRNAs) contributes to the anti-cancer function of this herb is unknown. In present study, we analyzed the differential expression of lncRNA between G. glabra-treated and untreated C666-1 cells. Out of those tumor-related lncRNAs, AK027294 had a strongest down-regulation upon G. glabra treatment. Knockdown of AK027294 suppresses the proliferation of C666-1 cells by inducing the apoptosis. Moreover, either G. glabra treatment or knockdown of AK027294 significantly increases the production of EZH1 (Enhancer of zeste 1 polycomb repressive complex 2 subunit). Collectively, we have identified a potential mechanism that the down-regulation of AK027294 contributes to the anti-cancer function of G. glabra and also provide the potential inter-relationship between AK027294 and EZH1.
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Affiliation(s)
- Bo Zhang
- Department of Otorhinolaryngology, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China
| | - Min Yan
- Department of Otorhinolaryngology, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China
| | - Wei Zhang
- Department of Otorhinolaryngology, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China
| | - Zhao-Yang Ke
- Department of Otorhinolaryngology, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China
| | - Ling-Guo Ma
- Department of Otorhinolaryngology, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China
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Zhao L, Lin Q, Gu J, Zhang H, Chen H, Lin Q. A Nomogram for the Prediction of Prognosis in Patients With Distant Metastases of Nasopharyngeal Carcinoma. Front Oncol 2019; 9:240. [PMID: 31024844 PMCID: PMC6460964 DOI: 10.3389/fonc.2019.00240] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 03/18/2019] [Indexed: 01/16/2023] Open
Abstract
Background: Patients with metastatic nasopharyngeal carcinoma (NPC) have heterogeneous survival outcomes. This study aimed to establish an effective prognostic nomogram for patients with NPC with distant metastases using easily determined factors. Methods: The nomogram was based on a retrospective study of 103 patients with metastatic NPC at the First Affiliated Hospital of Xiamen University during January 2009–March 2016. Nomogram performance was evaluated using a concordance index (C-index) and assessed using calibration plot. Bootstraps with 1,000 resamples were applied to these analyses. Results: In univariate and multivariate Cox proportional hazards model analyses, chemotherapy, metastatic liver involvement, number of tumor metastases, N stage and derived neutrophil–lymphocyte ratio correlated with overall survival (OS). The recurrence probability calibration curve indicated good agreement between nomogram-based predictions and actual observations. For OS predictions, the nomogram had a C-index of 0.824 (95% confidence interval, 0.74–0.91). The stratification by nomogram score of patients into different subgroups showed significant distinction. Conclusion: This novel nomogram comprises factors that are easily determined at most hospitals and can predict survival in patients with distant metastases of NPC. This model can precisely estimate the survival of individual patients and identify subgroups of patients requiring specific therapeutic strategies.
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Affiliation(s)
- Liang Zhao
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Qiuming Lin
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Jianwei Gu
- Department of Nuclear Medicine and Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Huan Zhang
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Haojun Chen
- Department of Nuclear Medicine and Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Qin Lin
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
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Wang G, Zhang L, Zhou Y, Sun Q, Xu H, Cai F, Xiang P, Chen Z, Jiang H. KAI1/CD82 Genetically Engineered Endothelial Progenitor Cells Inhibit Metastasis of Human Nasopharyngeal Carcinoma in a Mouse Model. Med Sci Monit 2018; 24:3146-3152. [PMID: 29755107 PMCID: PMC5975073 DOI: 10.12659/msm.907219] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Endothelial progenitor cells (EPCs) are regarded as promising targeted vectors for delivering therapeutic genes or agents in cancer therapy. The purpose of this study was to investigate the role of intravenously administered KAI1/CD82 genetically transduced EPCs in the tumorigenesis and metastasis of nasopharyngeal carcinoma (NPC). Material/Methods EPCs were isolated from human umbilical cord blood, expanded in culture, and stably transduced with lentiviral vectors expressing KAI1/CD82. The KAI1/CD82 EPCs were injected intravenously into nude mice bearing human NPC xenografts. Tumor growth and the incidence of liver and lung metastases were observed. Expression of KAI1/CD82 was determined by immunofluorescent staining. Results The NPC model was successfully established. Tumor growth was not suppressed when mice were injected with KAI1/CD82 EPCs (KAI1/CD82 EPCs group) compared with when non-transduced EPCs was present (EPCs group) or the control (1.485±0.234, 1.388±0.204, and 1.487±0.223g, respectively; P>0.05). However, the incidence of lung metastasis was significantly reduced in the KAI1/CD82+ EPCs group compared with the EPCs group and the control group (10%, 55% and 45%, respectively; P=0.005), and there was a significant decrease in the number of metastatic foci on the lung surface (17.50±3.54, 34.27±5.35, and 38.44±9.63 respectively; P=0.007). Moreover, KAI1/CD82 was expressed in lung metastatic foci of the KAI1/CD82 EPCs group, but not in the EPCs group and control group. Conclusions EPCs can be used as a delivery vehicle for suppressor genes KAI1/CD82 to NPC, and the migration of KAI1/CD82 genetically engineered EPCs can inhibit NPC lung metastasis in a mouse model.
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Affiliation(s)
- Gengming Wang
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Lei Zhang
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Yan Zhou
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Qian Sun
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Hongbo Xu
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Feng Cai
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Ping Xiang
- Central Laboratory, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
| | - Zhendong Chen
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Bengbu, Anhui, China (mainland)
| | - Hao Jiang
- Department of Radiotherapy, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China (mainland)
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Schulz D, Wirth M, Piontek G, Knopf A, Straube C, Pigorsch S, Combs SE, Pickhard A. Improved overall survival in head and neck cancer patients after specific therapy of distant metastases. Eur Arch Otorhinolaryngol 2018. [PMID: 29520497 DOI: 10.1007/s00405-018-4920-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
PURPOSE While metastases directed therapy for oligometastatic disease is recommended in different cancer entities, the treatment of solitary metastases in head and neck squamous cell carcinoma (HNSCC) patients is not clearly defined. METHODS A retrospective analysis was performed on data from 143 HNSCC patients treated between 2001 and 2016 in a tertiary university hospital. Clinical factors and outcome were measured using the median survival of patients receiving metastases specific therapy in comparison with matched control patients. RESULTS In 37 patients, distant metastases were treated specifically with either surgery and/or stereotactic ablative radiotherapy and had with 23.97 months a more than three times higher median survival than 10 untreated matched controls with potentially treatable distant metastases (7.07 months). CONCLUSIONS Our retrospective analysis demonstrates a significant survival benefit for HNSCC patients who received a specific therapy regarding distant metastasis irrespective of localization as compared to a matched control cohort.
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Affiliation(s)
- Dominik Schulz
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Markus Wirth
- Department of Otolaryngology Head and Neck Surgery, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.
| | - Guido Piontek
- Department of Otolaryngology Head and Neck Surgery, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Andreas Knopf
- Department of Otolaryngology Head and Neck Surgery, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Christoph Straube
- Department of Radiation Oncology and Radiotherapy, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Munich, Munich, Germany
| | - Steffi Pigorsch
- Department of Radiation Oncology and Radiotherapy, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Munich, Munich, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology and Radiotherapy, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Munich, Munich, Germany.,Department of Radiation Sciences (DRS), Institute for Innovative Radiotherapy (iRT), Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Anja Pickhard
- Department of Otolaryngology Head and Neck Surgery, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
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Yin Z, Zhang X, Wang Y, Wang P, Yuan Z. The combination of systemic therapy and locoregional radiotherapy prolongs survival in newly diagnosed metastatic nasopharyngeal carcinoma patients. Onco Targets Ther 2017; 10:5677-5683. [PMID: 29225474 PMCID: PMC5709994 DOI: 10.2147/ott.s150035] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background The purpose of this study is to assess the role of locoregional radiotherapy (RT) when used in combination with systemic chemotherapy, for patients with newly diagnosed metastatic nasopharyngeal carcinoma (NPC), in a non-endemic region of northern China. Methods In total, 611 patients with NPCs were newly diagnosed between June 2011 and June 2016 following visits to our hospital; of these, 32 patients presented with metastasis at initial diagnosis. Among these 32 patients, 29 had single-organ metastasis and 3 had multiple-organ metastasis. All patients were treated with RT for local and regional disease. Results The median follow-up for all patients was 20 months (range 9-59 months), and median survival was not achieved (some patients had succumbed) at the time of the last follow-up. The 2-year overall survival (OS) rate was 75.2%, and 3-year OS rate was 50.1%. There was a significant difference between patients with single- and multiple-organ metastasis: 2-year OS was 67.5% for single- vs 0% for multiple-organ metastasis (p=0.039). Patients treated with intensity-modulated RT had a better prognosis than patients treated by conventional RT: 2-year OS was 76.6% for single- vs 44.4% for multiple-organ metastasis (no significant difference was found between the 2 groups, p=0.297). For patients with progression (all were with distant disease progression), the median progression time was 8 months (6-22 months), and the median survival after disease progression was 6 months (2-14 months). Conclusion For patients with newly diagnosed metastatic NPCs, especially with single-organ metastasis, the addition of RT to systemic chemotherapy improved survival and disease control compared with historical cohort.
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Affiliation(s)
- Zhenzhen Yin
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Ximei Zhang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Youyou Wang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Peiguo Wang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Zhiyong Yuan
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
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11
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Chee J, Loh KS, Tham I, Ho F, Wong LC, Tan CS, Goh BC, Lim CM. Prognostic stratification of patients with metastatic nasopharyngeal carcinoma using a clinical and biochemical scoring system. J Cancer Res Clin Oncol 2017; 143:2563-2570. [PMID: 28849413 DOI: 10.1007/s00432-017-2496-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 08/07/2017] [Indexed: 10/19/2022]
Abstract
PURPOSE Metastatic nasopharyngeal cancer (NPC) is known to have poor survival outcomes. Clinical and biochemical parameters may impact survival outcomes among patients with metastatic NPC and may be used for prognostication. METHODS One-hundred and fifty-eight patients with metastatic NPC treated at a single tertiary institution were analyzed retrospectively. Multivariate analysis was carried out on patients who were given disease control treatment (n = 135). A numerical score derived from the regression coefficients of each identified independent variable was used to create prognostic groups (PG). A p value of less than 0.05 was considered significant. RESULTS Independent negative prognostic factors included ECOG status >1, LDH level >580 U/L, hemoglobin level <12.0 g/dL and having more than one metastatic organ involvement. Three PGs were obtained: low risk (total score = 0), intermediate risk (1-2) and high risk (3-4). Median survivals of the 3 groups (low, intermediate and high risk) were 57.1, 18.1 and 8.0 months for the three different risk groups, respectively (p < 0.001). CONCLUSION Risk stratification of patients with metastatic nasopharyngeal cancer is possible using a prognostic scoring system based on clinical and biochemical parameters. Patients with low-risk score may achieve good metastatic survival and may benefit from additional therapy for disease control.
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Affiliation(s)
- Jeremy Chee
- Department of Otolaryngology-Head and Neck Surgery, National University Health System, 1E Kent Ridge Road, NUHS Tower Block Level 7, Singapore, 119228, Singapore
| | - Kwok Seng Loh
- Department of Otolaryngology-Head and Neck Surgery, National University Health System, 1E Kent Ridge Road, NUHS Tower Block Level 7, Singapore, 119228, Singapore
| | - Ivan Tham
- Department of Radiation Oncology, National University Health System, Singapore, Singapore
| | - Francis Ho
- Department of Radiation Oncology, National University Health System, Singapore, Singapore
| | - Lea Choung Wong
- Department of Radiation Oncology, National University Health System, Singapore, Singapore
| | - Chee Seng Tan
- Department of Medical Oncology, National University Health System, Singapore, Singapore
| | - Boon Cher Goh
- Department of Medical Oncology, National University Health System, Singapore, Singapore
| | - Chwee Ming Lim
- Department of Otolaryngology-Head and Neck Surgery, National University Health System, 1E Kent Ridge Road, NUHS Tower Block Level 7, Singapore, 119228, Singapore.
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12
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Shen L, Li W, Wang S, Xie G, Zeng Q, Chen C, Shi F, Zhang Y, Wu M, Shu W, Pan C, Xia Y, Wu P. Image-based Multilevel Subdivision of M1 Category in TNM Staging System for Metastatic Nasopharyngeal Carcinoma. Radiology 2016; 280:805-14. [DOI: 10.1148/radiol.2016151344] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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13
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Zeng Z, Shen L, Wang Y, Shi F, Chen C, Wu M, Bai Y, Pan C, Xia Y, Wu P, Li W. A nomogram for predicting survival of nasopharyngeal carcinoma patients with metachronous metastasis. Medicine (Baltimore) 2016; 95:e4026. [PMID: 27399084 PMCID: PMC5058813 DOI: 10.1097/md.0000000000004026] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Patients with metachronous metastatic nasopharyngeal carcinoma (NPC) differ significantly in survival outcomes. The aim of this study is to build a clinically practical nomogram incorporating known tumor prognostic factors to predict survival for metastatic NPC patients in epidemic areas.A total of 860 patients with metachronous metastatic nasopharyngeal carcinoma were analyzed retrospectively. Variables assessed were age, gender, body mass index, Karnofsky Performance Status (KPS), Union for International Cancer Control (UICC) T and N stages, World Health Organization (WHO) histology type, serum lactate dehydrogenase (sLDH) level, serum Epstein-Barr virus (EBV) level, treatment modality, specific metastatic location (lung/liver/bone), number of metastatic location(s) (isolated vs multiple), and number of metastatic lesion(s) in metastatic location(s) (single vs multiple). The independent prognostic factors for overall survival (OS) by Cox-regression model were utilized to build the nomogram.Independent prognostic factors for OS of metastatic NPC patients included age, UICC N stage, KPS, sLDH, number of metastatic locations, number of metastatic lesions, involvement of liver metastasis, and involvement of bone metastasis. Calibration of the final model suggested a c-index of 0.68 (95% confidence interval [CI], 0.65-0.69). Based on the total point (TP) by nomogram, we further subdivided the study cohort into 4 groups. Group 1 (TP < 320, 208 patients) had the lowest risk of dying. Discrimination was visualized by the differences in survival between these 4 groups (group 2/group 1: hazard ratio [HR] = 1.61, 95%CI: 1.24-2.09; group 3/group 1: HR = 2.20, 95%CI: 1.69-2.86; and group 4/group 1: HR = 3.66, 95%CI: 2.82-4.75).The developed nomogram can help guide the prognostication of patients with metachronous metastatic NPC in epidemic areas.
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Affiliation(s)
- Zixun Zeng
- Zhong Shan Medical School, Sun Yat-sen University
| | - Lujun Shen
- Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
| | - Yue Wang
- Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
| | - Feng Shi
- Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
| | - Chen Chen
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou
| | - Ming Wu
- Zhong Shan Medical School, Sun Yat-sen University
| | - Yutong Bai
- Zhong Shan Medical School, Sun Yat-sen University
| | - Changchuan Pan
- Department of Medical Oncology, Sichuan Cancer Hospital and Institute, Chengdu, People's Republic of China
| | - Yunfei Xia
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou
| | - Peihong Wu
- Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
| | - Wang Li
- Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University
- Correspondence: Wang Li, Department of Medical Imaging and Interventional Radiology, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong, People's Republic of China (e-mail: )
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Liao KM, Chao TB, Tian YF, Lin CY, Lee SW, Chuang HY, Chan TC, Chen TJ, Hsing CH, Sheu MJ, Li CF. Overexpression of the PSAT1 Gene in Nasopharyngeal Carcinoma Is an Indicator of Poor Prognosis. J Cancer 2016; 7:1088-94. [PMID: 27326252 PMCID: PMC4911876 DOI: 10.7150/jca.15258] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 04/26/2016] [Indexed: 12/13/2022] Open
Abstract
Purpose: Nasopharyngeal carcinoma (NPC) is a common cancer in southern China and Southeast Asia, but risk stratification and treatment outcome in NPC patients remain suboptimal. Our study identified and validated metabolic drivers that are relevant to the pathogenesis of NPC using a published transcriptome. Phosphoserine aminotransferase 1 (PSAT1) is an enzyme that is involved in serine biosynthesis, and its overexpression is associated with colon cancer, non-small cell lung cancer and breast cancer. However, its expression has not been systemically evaluated in patients with NPC. Materials and Methods: We evaluated two public transcriptomes of NPC tissues and benign nasopharyngeal mucosal epithelial tissues that deposited in the NIH Gene Expression Omnibus database under accession number GSE34574 and GSE12452. We also performed immunohistochemical staining and assessment of PSAT1 in a total of 124 NPC patients received radiotherapy and were regularly followed-up until death or loss. The endpoints analyzed were local recurrence-free survival (LRFS), distant metastasis-free survival (DMFS), disease-specific survival (DSS), and overall survival (OS). Results: We retrospectively evaluated 124 patients with NPC and found that high PSAT1 expression was associated with poor prognosis of NPC and indicator of advanced tumor stage. High PSAT1 expression also correlated with an aggressive clinical course, with significantly shorter DSS (HR= 2.856, 95% CI 1.599 to 5.101), DMFS (HR= 3.305, 95% CI 1.720 to 6.347), LRFS (HR= 2.834, 95% CI 1.376 to 5.835), and OS HR= 2.935, 95% CI 1.646-5.234) in multivariate analyses. Conclusions: Our study showed that PSAT1 is a potential prognostic biomarker and higher expression of PSAT1 is associated with a poor prognosis in NPC.
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Affiliation(s)
- Kuang-Ming Liao
- 1. Department of Internal Medicine, Chi Mei Medical Center, Chiali, Taiwan
| | - Tung-Bo Chao
- 2. Departments of Colorectal Surgery, Yuan's General Hospital, Kaohsiung, Taiwan.; 3. Department of Health Business Administration, Meiho University, Pingtung, Taiwan
| | - Yu-Feng Tian
- 4. Division of General Surgery, Chi Mei Medical Center, Tainan, Taiwan; 5. Department of Health and NutritionChia Nan University of Pharmacy & Science, Tainan, Taiwan
| | - Ching-Yih Lin
- 6. Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan; 7. Department of Leisure, Recreation, and Tourism Management, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Sung-Wei Lee
- 8. Department of Radiation Oncology, Chi-Mei Medical Center, Liouying, Tainan, Taiwan
| | - Hua-Ying Chuang
- 1. Department of Internal Medicine, Chi Mei Medical Center, Chiali, Taiwan
| | - Ti-Chun Chan
- 9. Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan
| | - Tzu-Ju Chen
- 9. Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan
| | - Chung-Hsi Hsing
- 10. Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan
| | - Ming-Jen Sheu
- 6. Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Chien-Feng Li
- 9. Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan; 11. National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan; 12. Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan; 13. Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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15
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Tian YH, Zou WH, Xiao WW, Zeng L, Yuan X, Bai L, Lu T, Tian Y, Han F. Oligometastases in AJCC stage IVc nasopharyngeal carcinoma: A subset with better overall survival. Head Neck 2016; 38:1152-7. [PMID: 27220062 DOI: 10.1002/hed.24345] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2015] [Revised: 08/07/2015] [Accepted: 10/17/2015] [Indexed: 11/09/2022] Open
Affiliation(s)
- Yun-hong Tian
- Department of Radiation Oncology; Cancer Center of Guangzhou Medical University; Guangzhou China
| | - Wen-hui Zou
- Department of Radiation Oncology; Hui Zhou Municipal Central Hospital; Guangzhou China
| | - Wei-wei Xiao
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Guangdong Province People's Republic of China
| | - Lei Zeng
- Department of Radiation Oncology; Jiangxi Cancer Hospital; Nanchang Jiangxi China
| | - Xia Yuan
- Department of Medical Oncology; Hui Zhou Municipal Central Hospital; Guangzhou China
| | - Li Bai
- Department of Radiation Oncology; Hui Zhou Municipal Central Hospital; Guangzhou China
| | - Taixiang Lu
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Guangdong Province People's Republic of China
| | - Yunming Tian
- Department of Radiation Oncology; Hui Zhou Municipal Central Hospital; Guangzhou China
| | - Fei Han
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Guangdong Province People's Republic of China
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16
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Multimodality Treatment May Improve the Survival Rate of Patients with Metastatic Nasopharyngeal Carcinoma with Good Performance Status. PLoS One 2016; 11:e0146771. [PMID: 26757277 PMCID: PMC4710536 DOI: 10.1371/journal.pone.0146771] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Accepted: 12/22/2015] [Indexed: 11/19/2022] Open
Abstract
The aim of the present study was to evaluate the benefit of chemotherapy, combined with palliative radiotherapy (PRT) and other local treatments to the metastatic sites, for patients with metastatic nasopharyngeal carcinoma (NPC) who had a performance status 0-2. We conducted a retrospective review of available data from 197 biopsy-proven NPC patients who developed metastasis after their initial definitive treatment. These patients were grouped into three categories according to the different treatment paths that were followed: the best supportive care (64 patients), chemotherapy alone (55 patients), and multimodality treatment with chemotherapy combined with PRT and other local treatments to metastatic sites (78 patients). The 2-year metastatic survival rate of patients in the multimodality treatment group was 57.7%, which was significantly better than that of the patients in both the chemotherapy alone group and the best supportive care group (32.7% and 1.6%, respectively). The independent significant factors affecting survival were the disease-free interval prior to the detection of metastatic disease, the number of metastases, the number of chemotherapy cycles and the biological effective dose of PRT. In conclusion, multimodality treatment may improve survival of select patients with recurrent NPC with distant metastases.
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17
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Systemic chemotherapy followed by locoregional definitive intensity-modulated radiation therapy yields prolonged survival in nasopharyngeal carcinoma patients with distant metastasis at initial diagnosis. Med Oncol 2015. [DOI: 10.1007/s12032-015-0663-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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18
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Qiu F, Sun R, Deng N, Guo T, Cao Y, Yu Y, Wang X, Zou B, Zhang S, Jing T, Ling T, Xie J, Zhang Q. miR-29a/b enhances cell migration and invasion in nasopharyngeal carcinoma progression by regulating SPARC and COL3A1 gene expression. PLoS One 2015; 10:e0120969. [PMID: 25786138 PMCID: PMC4364736 DOI: 10.1371/journal.pone.0120969] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Accepted: 01/27/2015] [Indexed: 12/15/2022] Open
Abstract
Nasopharyngeal carcinoma (NPC) is a malignant tumor associated with a genetic predisposition, Epstein-Barr virus infection and chromosomal abnormalities. Recently, several miRNAs have been shown to target specific mRNAs to regulate NPC development and progression. However, the involvement of miRNAs in processes leading to NPC migration and invasion remains to be elucidated. We predicted that miR-29a/b are associated with dysregulated genes controlling NPC through an integrated interaction network of miRNAs and genes. miR-29a/b over-expression in NPC cell lines had no significant effect on proliferation, whereas miR-29b mildly increased the percentage of cells in the G1 phase with a concomitant decrease in the percentage of cells in S phase. Furthermore, we demonstrated that miR-29a/b might be responsible for increasing S18 cell migration and invasion, and only COL3A1 was identified as a direct target of miR-29b despite the fact that both SPARC and COL3A1 were inhibited by miR-29a/b over-expression. Meanwhile, SPARC proteins were increased in metastatic NPC tissue and are involved in NPC progression. Unexpectedly, we identified that miRNA-29b expression was elevated in the serum of NPC patients with a high risk of metastasis. The 5-year actuarial overall survival rates in NPC patients with high serum miR-29b expression was significantly shorter than those with low serum miR-29b expression; therefore, serum miR-29b expression could be a promising prognostic marker.
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Affiliation(s)
- Feifei Qiu
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Rui Sun
- State Key Laboratory of Oncology in Southern China; Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ning Deng
- Key Laboratory of Molecular Immunology and Antibody Engineering of Guangdong Province, Antibody Engineering Center in Jinan University, Guangzhou, China
| | - Tianyu Guo
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yange Cao
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Ying Yu
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Xuejun Wang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Bingcheng Zou
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Songmei Zhang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Tao Jing
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Tao Ling
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Jun Xie
- Key Laboratory of Tropical & Subtropical Fishery Resource Application & Cultivation, Ministry of Agriculture, Pearl River Fisheries Research Institute of CAFS, Guangzhou, Guangdong, China
- * E-mail: (QZ); (JX)
| | - Qing Zhang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
- * E-mail: (QZ); (JX)
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Chang JH, Ahn YC, Park H, Oh D, Noh JM, Sun JM, Ahn MJ, Park K. Fate of patients with nasopharyngeal cancer who developed distant metastasis as first failure after definitive radiation therapy. Head Neck 2014; 38 Suppl 1:E293-9. [PMID: 25545615 DOI: 10.1002/hed.23988] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2014] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND No consensus has been reached on the optimal treatment for patients with nasopharyngeal cancer (NPC) who develop distant metastasis after initial radiation therapy (RT). METHODS Two hundred eighty-two patients with NPC received curative RT (+/- chemotherapy). Forty-six patients (16.3%) who developed distant metastasis as first failure formed the study group for the current analysis. RESULTS The median interval from initial RT until distant metastasis was 11.6 months. With a median follow-up of 30 months among survivors, overall survival (OS) rates at 2 and 5 years were 53.7% and 30.5%, respectively. On multivariate analyses, 18F-fluorodeoxyglucose (FDG)-positron emission tomography (PET)/CT for initial staging, RT plus chemotherapy as initial treatment, metastatic lesion number <6, disease-free interval >9 months, distant metastasis only to lungs, and treatment with curative intent after distant metastasis were predictive of significantly better OS. CONCLUSION Combined with FDG-PET/CT, an aggressive treatment approach using locoregional modalities might be beneficial to patients with NPC with favorable prognostic factors, even after distant metastasis. © 2015 Wiley Periodicals, Inc. Head Neck 38: E293-E299, 2016.
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Affiliation(s)
- Ji Hyun Chang
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yong Chan Ahn
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyojung Park
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dongryul Oh
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jae Myoung Noh
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jong-Mu Sun
- Department of Medicine (Division of Hematology-Oncology), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Myung-Ju Ahn
- Department of Medicine (Division of Hematology-Oncology), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Keunchil Park
- Department of Medicine (Division of Hematology-Oncology), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Huang J, Li Q, Zheng Y, Shen J, Li B, Zou R, Wang J, Yuan Y. Partial hepatectomy for liver metastases from nasopharyngeal carcinoma: a comparative study and review of the literature. BMC Cancer 2014; 14:818. [PMID: 25376591 PMCID: PMC4233067 DOI: 10.1186/1471-2407-14-818] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 10/17/2014] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The management of liver metastases from nasopharyngeal carcinoma (NPC) has not been extensively investigated. This study aimed to compare the long-term outcome of patients with liver metastases from NPC who were treated by a partial hepatectomy or transcatheter hepatic artery chemoembolization (TACE). METHODS Between January 1993 and December 2010, 830 patients were diagnosed with liver metastases from NPC and exhibited a complete response to the primary cancer of the nasopharynx and regional lymph nodes. Fifteen patients with intrahepatic metastasis underwent R0 partial hepatectomy. As a parallel control group, another 15 patients with a resectable liver metastasis who underwent TACE were selected. Prior to the resection and TACE that were performed on patients in these two groups, radical radiotherapy with or without adjuvant chemotherapy was administered. Clinicopathological data and treatment outcomes were compared retrospectively. RESULTS No significant differences were observed between the two groups in terms of the clinicopathological features, which include gender ratio, liver function, accompanying cirrhosis, rate of infection with the hepatitis B virus, tumor size, tumor number, pathological type and preoperative comorbidities. The 1-, 3- and 5-year overall survival rates from the time of hepatectomy were 85.7%, 64.2% and 40.2%, respectively, with a median survival of 45.2 months, whereas the 1-, 3- and 5-year overall survival rates were 53.3%, 26.6% and 20.0% for patients in the control group (P = 0.039), respectively, with a median survival of 14.1 months. The actuarial median progression-free survival (PFS) of the patients in the resection group was 21.2 months, and the 1-, 3- and 5-year PFS rates were 70%, 53% and 18%, respectively. In the control group, the 1-, 3- and 5-year PFS rates were 27%, 7% and 0.0% (P = 0.007), respectively, with a median survival of 4.2 months. Thus far, 5 patients have survived for more than 5 years, and the longest survival time is 168.1 months. CONCLUSIONS For patients with limited liver metastases from NPC, hepatectomy provides a survival advantage over TACE. Due to the limited treatment options for patients with liver metastasis from NPC, hepatectomy should be recommended as an optimal treatment. Moreover, perioperative chemotherapy may be associated with an improved prognosis.
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Affiliation(s)
| | | | | | | | | | | | | | - Yunfei Yuan
- Department of Hepatobiliary Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Rd, E,, Guangzhou, Guangdong 510060, China.
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21
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Zeng L, Tian YM, Huang Y, Sun XM, Wang FH, Deng XW, Han F, Lu TX. Retrospective analysis of 234 nasopharyngeal carcinoma patients with distant metastasis at initial diagnosis: therapeutic approaches and prognostic factors. PLoS One 2014; 9:e108070. [PMID: 25247415 PMCID: PMC4172685 DOI: 10.1371/journal.pone.0108070] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 08/25/2014] [Indexed: 11/18/2022] Open
Abstract
Purpose The purpose of this retrospective study was to identify the independent prognostic factors and optimize the treatment for nasopharyngeal carcinoma (NPC) patients with distant metastasis at initial diagnosis. Methods A total of 234 patients referred between January 2001 and December 2010 were retrospectively analyzed. Among the 234 patients, 94 patients received chemotherapy alone (CT), and 140 patients received chemoradiotherapy (CRT). Clinical features, laboratory parameters and treatment modality were examined with univariate and multivariate analyses. Results The median overall survival (OS) time was 22 months (range, 2-125 months), and the 1-year, 2-year, 3-year overall survival rates were 82.2%, 51.3% and 34.1%. The overall response and disease control rates of metastatic lesions after chemotherapy were 56.0% and 89.8%. The factors associated with poor response were karnofsky performance score (KPS) <80, liver metastasis, lactate dehydrogenase (LDH)>245 IU/L, and number of chemotherapy cycles <4. The 3-year OS of patients receiving CRT was higher than those receiving CT alone (48.2% vs. 12.4%, p<0.001). Subgroup analysis showed that significantly improved survival was also achieved by radiotherapy of the primary tumor in patients who achieved complete remission (CR)/partial remission (PR) or stable disease (SD) of metastatic lesions after chemotherapy. Significant independent prognostic factors of OS were KPS, liver metastasis, levels of LDH, and multiple metastases. Treatment modality, response to chemotherapy and chemotherapy cycles were also associated with OS. Conclusion A combination of radiotherapy and chemotherapy seems to have survival benefits for selected patients with distant metastases at initial diagnosis. Clinical and laboratory characteristics can help to guide treatment selection. Prospective randomized studies are needed to confirm the result.
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Affiliation(s)
- Lei Zeng
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
- Department of Radiation Oncology, Jiangxi Cancer Hospital, Nanchang, PR China
| | - Yun-Ming Tian
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
| | - Ying Huang
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
| | - Xue-Ming Sun
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
| | - Feng-Hua Wang
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
| | - Xiao-Wu Deng
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
| | - Fei Han
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
- * E-mail: (FH); (TXL)
| | - Tai-Xiang Lu
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, PR China
- * E-mail: (FH); (TXL)
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Staging of nasopharyngeal carcinoma--the past, the present and the future. Oral Oncol 2013; 50:549-54. [PMID: 23838426 DOI: 10.1016/j.oraloncology.2013.06.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 06/10/2013] [Indexed: 01/25/2023]
Abstract
This article reviews the evolution of the International Union Against Cancer/American Joint Committee on Cancer staging system for nasopharyngeal carcinoma. With the increasing availability of newer imaging methods, more sophisticated radiotherapy techniques and rapidly evolving molecular assays, we also examine newer clinical features that might have impact on staging. A new version of the staging system taking into account of some of these factors is also proposed.
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Combined high-dose radiation therapy and systemic chemotherapy improves survival in patients with newly diagnosed metastatic nasopharyngeal cancer. Am J Clin Oncol 2012; 35:474-9. [PMID: 21577086 DOI: 10.1097/coc.0b013e31821a9452] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVES To investigate the efficacy of high-dose radiation therapy (RT) to the primary and regional disease in combination with systemic chemotherapy and local treatment to metastatic foci in patients with newly diagnosed metastatic nasopharyngeal carcinoma (NPC). METHODS One hundred and five consecutive patients with pathologically confirmed NPC with distant metastasis at diagnosis seen between 1995 and 2002 were reviewed. All were offered cisplatin-based chemotherapy, high-dose RT (>30 Gy) to the head and neck region, and active treatment to the metastatic foci. RESULTS Patients' median age was 46 years, and all had a Karnofsky Performance Score of ≥70. Eighty-nine patients (85%) had metastases confined to 1 organ. Ninety-six patients (91%) received at least 1 cycle of chemotherapy and 71 (68%) received greater than 65 Gy of radiation to the head and neck region. With a median follow-up time of 22 months (range: 2 to 142 mo), 90 patients had deceased, and the median survival time of the entire group was 25 months. The 2 and 5-year estimated overall survival rates were 50% and 17%, respectively. Radiation dose of greater than 65 Gy to the primary region (P = 0.05) and number of organs with metastases (single vs. multiple) (P = 0.002) were independent predictive factors for overall survival on log-rank tests. Only moderately severe acute toxicities, such as Radiation Therapy Oncology Group grade 3 mucositis, skin desquamation, and leukocytopenia were observed. No patient experienced grade 4 acute toxicities. CONCLUSIONS High-dose RT is indicated for local disease control in patients with metastatic NPC, and may improve survival when actively used with systemic chemotherapy and local treatment for metastatic foci. Patients with single-organ metastases have a better prognosis as compared with those with more widespread metastases.
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Loong HH, Ma BB, Leung SF, Mo F, Hui EP, Kam MK, Chan SL, Yu BK, Chan AT. Prognostic significance of the total dose of cisplatin administered during concurrent chemoradiotherapy in patients with locoregionally advanced nasopharyngeal carcinoma. Radiother Oncol 2012; 104:300-4. [DOI: 10.1016/j.radonc.2011.12.022] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Revised: 11/10/2011] [Accepted: 12/28/2011] [Indexed: 11/16/2022]
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Rao DP, Gu J, Meng XH, Zhang Q, Fu MQ, Liu Y, Chen F, Cao SM, Hong MH, Liu Q. An efficacy analysis for nasopharyngeal carcinoma screening of different screening intervals. J Int Med Res 2012; 40:525-36. [PMID: 22613413 DOI: 10.1177/147323001204000214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE To evaluate the impact of different screening intervals on screening for nasopharyngeal carcinoma (NPC). METHODS A Markov model was constructed, based on the natural history of NPC. The 5-year mortality rate of NPC was the major measurement to evaluate the efficacies of 16 screening strategies. Parameters for the model were derived from published literature. RESULTS Screening reduced the 5-year mortality rate for NPC by 20.4 - 43.3%, compared with the equivalent rate without screening. The 5 year mortality rate and the NPC pick-up rate with strategy A1 (annual screening) were 23.6% and 83.9%, respectively. Compared with strategy A1, strategy B1 (annual screening for seropositive subjects; biennial screening for seronegative subjects) had a similar 5-year mortality rate (24.0%) and a slightly smaller NPC pick-up rate (81.7%), but led to a 39.3% reduction in total screenings. Compared with all other strategies excluding strategy A1, strategy B1 achieved the lowest 5-year mortality rate and the largest NPC pick-up rate. CONCLUSIONS Strategy B1 had the highest efficacy for NPC screening.
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Affiliation(s)
- D P Rao
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
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Pan CC, Lu J, Yu JR, Chen P, Li W, Huang ZL, Zhao M, Huang ZM, Xia YF, Wu YH, Wu PH. Challenges in the modification of the M1 stage of the TNM staging system for nasopharyngeal carcinoma: A study of 1027 cases and review of the literature. Exp Ther Med 2012; 4:334-338. [PMID: 23139721 DOI: 10.3892/etm.2012.584] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Accepted: 05/03/2012] [Indexed: 12/17/2022] Open
Abstract
A series of modifications have been introduced to the TNM staging system over time for nasopharyngeal carcinoma (NPC), mainly focused on the T (primary tumor) and N (local node) components of the system. The M1 stage is a 'catch all' classification, covering a group of patients whose outlook ranges from potentially curable to incurable. Since the current M1 stage does not allow clinicians to stratify patients according to prognosis or guide therapeutic decision-making and allow comparison of results of radical and non-radical treatments, we aimed to subdivide the M1 stage according to a retrospective study of 1027 metastatic NPC patients and to review the relevant literature. Between 1995 and 2007, 1027 inpatients with distant metastasis from NPC were retrospectively analyzed. Various possible subdivisions of the M1 stage were considered, looking at different metastatic sites, the number of metastatic organs and the number of metastases. Survival rates were calculated using the Kaplan-Meier method and compared using the log-rank test. The most frequently involved metastatic sites were the bone, lung and liver. The incidence rates of solitary metastatic lesions and pulmonary metastasis were 16.2 and 41.3%. Despite the poor survival of these patients with a median survival of 30.8 months, patients in the metachronous metastatic group with metastases to the lung and/or solitary lesions, were defined as M1a, and were significantly associated with favorable median survival of 41.5 and 49.1 months in the univariate and multivariate analysis, respectively. Patients in the metachronous metastatic group with metastasis to the lung and/or solitary lesions (M1a) have a more favorable prognosis compared with those patients with multiple metastases located in other anatomic sites (M1b). These data, in one of the largest reported metastatic NPC cohorts, are the first to show the prognostic impact of metastatic status in NPC. As a powerful predictor, the potential clinical value of a modified M1 of the TNM system for NPC will facilitate patient counseling and individualize management.
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Affiliation(s)
- Chang-Chuan Pan
- Medical Oncology, Sichuan Cancer Hospital and Institute, The Second People's Hospital of Sichuan Province, Sichuan; ; Departments of Medical Imaging and Interventional Radiology
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Hsu CL, Chang KP, Lin CY, Chang HK, Wang CH, Lin TL, Liao CT, Tsang NM, Lee LY, Chan SC, Ng SH, Li HP, Chang YS, Wang HM. Plasma Epstein-Barr virus DNA concentration and clearance rate as novel prognostic factors for metastatic nasopharyngeal carcinoma. Head Neck 2011; 34:1064-70. [PMID: 22083949 DOI: 10.1002/hed.21890] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2011] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND To investigate the pretreatment copy number and the clearance rate of plasma Epstein-Barr virus (EBV) DNA as novel prognostic outcome markers for metastatic nasopharyngeal carcinoma (NPC). METHODS Seventy-three patients with metastatic NPC were treated at outpatient department. Plasma EBV DNA concentrations and half-life values of plasma viral clearance rates, were determined by real-time quantitative polymerase chain reaction. RESULTS Treatment response evaluated after 3 to 6 months of treatment showed that the overall response rate was 53.5%. The pretreatment plasma EBV DNA concentrations and the half-life of plasma EBV DNA clearance rates had significant effects on treatment response and overall survival prediction. In the chemotherapy regimen, gemcitabine plus cisplatin had a better treatment outcome than the cisplatin plus oral UFT and calcium folinate-based regimens. CONCLUSIONS The pretreatment plasma EBV DNA copy number and their clearance rates are significant predictors for NPC treatment outcome.
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Affiliation(s)
- Cheng-Lung Hsu
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan, Republic of China
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Cao X, Luo RZ, He LR, Li Y, Lin WQ, Chen YF, Wen ZS. Prognosticators and risk grouping in patients with lung metastasis from nasopharyngeal carcinoma: a more accurate and appropriate assessment of prognosis. Radiat Oncol 2011; 6:104. [PMID: 21871101 PMCID: PMC3179719 DOI: 10.1186/1748-717x-6-104] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2011] [Accepted: 08/26/2011] [Indexed: 11/17/2022] Open
Abstract
Background Lung metastases arising from nasopharyngeal carcinomas (NPC) have a relatively favourable prognosis. The purpose of this study was to identify the prognostic factors and to establish a risk grouping in patients with lung metastases from NPC. Methods A total of 198 patients who developed lung metastases from NPC after primary therapy were retrospectively recruited from January 1982 to December 2000. Univariate and multivariate analyses of clinical variables were performed using Cox proportional hazards regression models. Actuarial survival rates were plotted against time using the Kaplan-Meier method, and log-rank testing was used to compare the differences between the curves. Results The median overall survival (OS) period and the lung metastasis survival (LMS) period were 51.5 and 20.9 months, respectively. After univariate and multivariate analyses of the clinical variables, age, T classification, N classification, site of metastases, secondary metastases and disease-free interval (DFI) correlated with OS, whereas age, VCA-IgA titre, number of metastases and secondary metastases were related to LMS. The prognoses of the low- (score 0-1), intermediate- (score 2-3) and high-risk (score 4-8) subsets based on these factors were significantly different. The 3-, 5- and 10-year survival rates of the low-, intermediate- and high-risk subsets, respectively (P < 0.001) were as follows: 77.3%, 60% and 59%; 52.3%, 30% and 27.8%; and 20.5%, 7% and 0%. Conclusions In this study, clinical variables provided prognostic indicators of survival in NPC patients with lung metastases. Risk subsets would help in a more accurate assessment of a patient's prognosis in the clinical setting and could facilitate the establishment of patient-tailored medical strategies and supports.
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Affiliation(s)
- Xun Cao
- State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-Sen University, Guangzhou, China
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Cao X, He LR, Xie FY, Chen YF, Wen ZS. Factors determining the survival of nasopharyngeal carcinoma with lung metastasis alone: does combined modality treatment benefit? BMC Cancer 2011; 11:370. [PMID: 21864397 PMCID: PMC3170652 DOI: 10.1186/1471-2407-11-370] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2011] [Accepted: 08/24/2011] [Indexed: 11/28/2022] Open
Abstract
Background Nasopharyngeal carcinoma (NPC) with lung metastasis alone has been reported as a relatively favorable prognostic group, and combined modality treatment might be indicated for selected cases. However, the prognostic factors determining survival of this group and the indication of combined therapy have not been thoroughly studied. Methods We retrospectively reviewed 246 patients of NPC with lung metastasis(es) alone presented at diagnosis or as the first failure after primary treatment from 1993 to 2008 in an academic tertiary hospital. Univariate and multivariate survival analyses of post-metastasis survival (PMS) and overall survival (OS) were carried out to determine the prognostic factors. Results The 3-year, 5-year, and 10-year of PMS and OS for the whole cohort were 34.3%, 17.0%, 8.6% and 67.8%, 45.4%, 18.5%, respectively. The median PMS (45.6 months vs. 23.7 months) and OS (73.7 months vs. 46.2 months) of patients treated with combined therapy was significantly longer than that of those treated with chemotherapy alone (P < 0.001). Age, disease-free interval (DFI) and treatment modality were evaluated as independent prognostic factors of OS, while only age and treatment modality retain their independent significance in PMS analysis. In stratified survival analysis, compared to chemotherapy alone, combined therapy could benefit the patients with DFI > 1 year, but not those with DFI ≤ 1 year. Conclusions Age ≤ 45 years, DFI > 1 year, and the combined therapy were good prognostic factors for NPC patients with lung metastasis(es) alone. The combination of local therapy and the basic chemotherapy should be considered for these patients with DFI > 1 year.
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Affiliation(s)
- Xun Cao
- State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-Sen University, Guangzhou, China
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Risk subset of the survival for nasopharyngeal carcinoma patients with bone metastases: who will benefit from combined treatment? Oral Oncol 2011; 47:747-52. [PMID: 21665523 DOI: 10.1016/j.oraloncology.2011.05.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2011] [Revised: 05/15/2011] [Accepted: 05/18/2011] [Indexed: 11/20/2022]
Abstract
Bone metastasis from nasopharyngeal carcinoma (NPC) is the most frequent type of distant metastasis (DM). The purpose of this study was to elucidate survival, prognostic factors, and significant of treatment in NPC patients with bone metastasis. A total of 221 patients who developed single type of DM from NPC at the first failure after primary treatment were retrospectively recruited from January 1998 to October 2000. The correlation between disease-free interval (DFI) and clinicopathologic features was assessed by the Chi-square test. Univariate and multivariate analyses of clinicopathologic variables were performed using Cox proportional hazards regression models. Actuarial survival rates were plotted against time using the Kaplan-Meier method, and log-rank testing was used to compare the differences between the curves. The median overall survival (OS) of the whole cohort and bone metastatic NPC patients were 38.5 and 33.3months, respectively. After univariate and multivariate analyses of clinicopathologic variables, age, local recurrence, subsequent metastasis, DFI and treatment modality were independently significant prognostic factors. The outcomes of bone metastatic NPC patients in low- and high-risk subset were significantly different (49.5 vs. 19.4months, P<0.001). In stratified survival analysis, compared to chemotherapy alone, chemoradiotherapy (CRT) could benefit the patients in low-risk subset (P<0.001), but not those in high-risk subset (P=0.135). Our findings indicated that clinicopathologic variables could provide easily available prognostic factors for survival in NPC patients with bone metastasis. A subset of bone metastatic NPC patients would benefit from aggressive combined treatment and receive a long-term survival.
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Wang WY, Twu CW, Chen HH, Jan JS, Jiang RS, Chao JYC, Liang KL, Chen KW, Wu CT, Lin JC. Plasma EBV DNA clearance rate as a novel prognostic marker for metastatic/recurrent nasopharyngeal carcinoma. Clin Cancer Res 2010; 16:1016-24. [PMID: 20103659 DOI: 10.1158/1078-0432.ccr-09-2796] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE To investigate the prognostic effect of the concentrations and clearance rates of plasma EBV DNA in metastatic/recurrent nasopharyngeal carcinoma (NPC). EXPERIMENTAL DESIGN Thirty relapsed and four previously nontreated metastatic NPC patients were treated according to the consensus guidelines of the head and neck cancer team in our hospital (i.v. chemotherapy first, followed by local irradiation boost and oral maintenance chemotherapy where applicable). Multiple plasma samples were collected during the first month of chemotherapy. Circulating EBV DNA concentrations were measured by a real-time quantitative PCR. The half-life values (t(1/2)) of plasma EBV DNA clearance were calculated. The associations between clinical outcome and plasma EBV DNA assays were analyzed. RESULTS Tumor response evaluated after 12 weeks of treatment showed 14 complete responses (41.2%), 12 partial responses (35.3%), 7 stable diseases (20.6%), and 1 progression disease (2.9%). The plasma EBV DNA concentrations have no significant effects on outcome prediction. The t(1/2) of plasma EBV DNA clearance ranged from 1.85 to 28.29 days (median, 3.99). Patients with a short t(1/2) of plasma EBV DNA clearance have significantly higher complete response rate and overall survival than those with long t(1/2). Multivariate analysis revealed a significant effect of the t(1/2) of plasma EBV DNA clearance on survival. CONCLUSIONS The clearance rates of plasma EBV DNA during the first month of chemotherapy can predict tumor response and patient survival. Early change of chemotherapy regimen may be considered for patients with slow plasma EBV DNA clearance rate.
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Affiliation(s)
- Wen-Yi Wang
- Department of Nursing, Hung Kuang University,Taiwan
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Ayadi W, Karray-Hakim H, Feki L, Khabir A, Boudawara T, Ghorbel A, Daoud J, Frikha M, Hammami A. IgA antibodies against the Epstein-Barr nuclear antigen1 as a valuable biomarker for the diagnosis of nasopharyngeal carcinoma in Tunisian patients. J Med Virol 2009; 81:1412-21. [DOI: 10.1002/jmv.21532] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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