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Zhong Q, Li X, Du Q, Liang Q, Luo D, Wen J, Yue H, Liu W, Zhu X, Li J. A machine learning based prediction model for short term efficacy of nasopharyngeal carcinoma. Sci Rep 2025; 15:17707. [PMID: 40399535 PMCID: PMC12095505 DOI: 10.1038/s41598-025-02897-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 05/16/2025] [Indexed: 05/23/2025] Open
Abstract
The radiological dosimetric parameters and clinical features were screened by machine learning to construct a prediction model for the short-term efficacy of locally advanced Nasopharyngeal Carcinoma (LANPC). Patients diagnosed with Nasopharyngeal Carcinoma were retrospectively collected in the study. Twenty-four clinical features and twelve radiological dosimetric features were included. Three machine learning algorithms were used to construct predictive models for the short-term efficacy of LANPC. Kaplan-Meier log-rank method was used to compare the prognosis of patients with different efficacies in the model. The reliability of the model was evaluated using the calibration curve and the area under the curve (AUC). There were 194 patients who met the inclusion criteria. Among the three models being constructed, Random forest (RSF) model showed the best predictive ability, with AUC values of 1.000 in the training group and 0.944 in the test group, followed by XGBoost decision tree (GBDT) model (0.866/0.849) and decision tree (DT) model (0.848/0.783). In RSF model, the 3-year and 5-year overall survival rates of patients in complete remission (CR) group were 98.9% (95% CI 0.9688-1.0000) and 89.7% (95% CI 0.8256-0.9752), respectively.While for patients in non-CR group, the 3-year and 5-year overall survival (OS) rate was 100% (95%CI 1.000~1.000) and 98.8% (95% CI 0.9652-1.0000), respectively. There has statistically significant difference between the two groups (P = 0.0037). RSF model constructed by machine-learning algorithm based on radiological dosimetric parameters and clinical characteristics can better predict the short-term efficacy of LANPC, and is an effective tool to evaluate the short-term efficacy of different LANPC patients during treatment.
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Affiliation(s)
- Qiulu Zhong
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Xiangde Li
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Qinghua Du
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Qianfu Liang
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Danjing Luo
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Jiaying Wen
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Haiying Yue
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Wenqi Liu
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Xiaodong Zhu
- Department of Radiation Oncology, Wuming Hospital of Guangxi Medical University, Nanning, 530000, China.
- Department of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, 530000, China.
| | - Jian Li
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China.
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Dwi Putra SE, Humardani FM, Sulistomo HW, Antonius Y, Jonathan J, Milyantono RC, Uthary A, Ikawaty R. Genetic variations and clinical significance in young-onset nasopharyngeal cancer: Analysis of EBV interaction with cellular receptor variants and viral glycoproteins. Heliyon 2025; 11:e41198. [PMID: 39790874 PMCID: PMC11712000 DOI: 10.1016/j.heliyon.2024.e41198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 12/11/2024] [Accepted: 12/12/2024] [Indexed: 01/12/2025] Open
Abstract
Nasopharyngeal cancer (NPC), although rare in young individuals worldwide, is significantly influenced by the Epstein-Barr virus (EBV). Considering EBV's widespread prevalence, understanding its role in NPC's future occurrence, disease progression, clinical symptoms, metastatic tendencies, and prognosis is crucial. In this study, we extensively analyzed two young patients with NPC, who displayed distinct clinical features. We utilized Whole Exome Sequencing (WES), concentrating on EBV-interacting receptors, and applied advanced in silico methods for a deeper investigation. These methods included structural analysis via SWISS-MODEL, stability assessments using PremPS, and molecular docking studies with ClusPro. Our focus was to analyze genetic variants identified by WES and confirm EBV presence using RT-qPCR. Our comparative study between the two subjects showed that the first had milder symptoms and a lower metastasis than the second. In the first subject, we identified unique genetic variants: NRP1 c.536T > C (p.Val179Ala) and MYH9 c.4876A > G (p.Ile1626Val). Notably, the NRP1 p.Val179Ala variant caused structural changes leading to protein instability. Molecular docking suggested that this variant enhances interaction more than the wild-type. RT-qPCR validation of EBV showed lower levels in subject one (mutant-NRP1) compared to subject two (wild-type-NRP1). This finding implies that the p.Val179Ala variant in subject one could obstruct EBV entry, possibly leading to less severe clinical symptoms Our research provides new insights into the genetic factors influencing the clinical presentation of NPC, identifying promising targets for further research and therapeutic interventions. However, additional validation in a larger cohort is required to elucidate the broader impact of these genetic variants.
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Affiliation(s)
| | - Farizky Martriano Humardani
- Magister in Biomedical Science Program, Faculty of Medicine Universitas Brawijaya, Malang, 65112, Indonesia
- Bioinformatics Research Center, Indonesia Bioinformatics and Biomolecular, Malang, 65162, Indonesia
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia
| | - Hikmawan Wahyu Sulistomo
- Magister in Biomedical Science Program, Faculty of Medicine Universitas Brawijaya, Malang, 65112, Indonesia
| | - Yulanda Antonius
- Faculty of Biotechnology, University of Surabaya, Surabaya, 60292, Indonesia
| | - Jonathan Jonathan
- Faculty of Biotechnology, University of Surabaya, Surabaya, 60292, Indonesia
| | | | - Artika Uthary
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia
| | - Risma Ikawaty
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia
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Deng Q, Hou Y, Zhang X, Zan H. A systematic review of the predictive value of radiomics for nasopharyngeal carcinoma prognosis. Medicine (Baltimore) 2024; 103:e39302. [PMID: 39213210 PMCID: PMC11365615 DOI: 10.1097/md.0000000000039302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 05/18/2024] [Accepted: 07/23/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Radiomics has been widely used in the study of tumours, which has predictive and prognostic value in nasopharyngeal carcinoma (NPC). Therefore, we collected relevant literature to explore the role of current radiomics in predicting the prognosis of NPC. METHODS We performed a systematic literature review and meta-analysis in accordance with the preferred reporting items in the systematic evaluation and meta-analysis guidelines. We included papers on radiomics published before May 5, 2024, to evaluate the predictive ability of radiomics for the prognosis of NPC. The methodological quality of the included articles was evaluated using the radiomics quality score. The area under the curve (AUC), combined sensitivity and combined specificity were used to evaluate the ability of radiomics models to predict the prognosis of NPC. RESULTS A total of 20 studies met the inclusion criteria for the current systematic review, and 13 papers were included in the meta-analysis. The radiomics quality score ranged from 7 to 20 (maximum score: 36). The diagnostic test forest plots showed that the diagnostic OR of radiology was 11.04 (95% CI: 5.11-23.87), while the ORs for sensitivity and 1-specificity were 0.75 (95% CI: 0.73-0.78) and 0.74 (95% CI: 0.72-0.76), respectively. It cannot be determined whether the combined model was superior to the radiomics model for predicting the prognosis of NPC. It is unclear whether the fact that the radiomics model was composed of features extracted from MRI is due to CT. The AUC of PFS was larger than that of disease-free survival (P < .05). The overall AUC value is 0.8265. CONCLUSION This study summarized all the studies that examined the predictive value of radiomics for NPC prognosis. Based on the summarized AUC values, as well as sensitivity and 1-specificity, it can be concluded that radiomics has good performance in predicting the prognosis of NPC. Radiomics models have certain advantages in predicting the effectiveness of PFS compared to predicting disease-free survival. It cannot be determined whether the combination model is superior to the radiomics model in predicting NPC prognosis, nor can it be determined whether imaging methods have differences in predictive ability. The findings confirmed and provided further evidence supporting the effectiveness of radiomics for the prediction of cancer prognosis.
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Affiliation(s)
- Qicheng Deng
- Department of Otolaryngology, Public Health Clinical Center of Chengdu, Chengdu, Sichuan Province, China
| | - Yijun Hou
- The Third People’s Hospital of Mianyang City, Mianyang, Sichuan Province, China
| | - Xi Zhang
- Nanchong Central Hospital, Sichuan Province, Nanchong, China
| | - Hongyu Zan
- Department of Otolaryngology, Public Health Clinical Center of Chengdu, Chengdu, Sichuan Province, China
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Fu X, Yang M, Zhang H, Wang Q, Fu Y, Liu Q. Microfluidic bead-based biosensor: Ultrasensitive ctDNA detection based on duplex-functional split-DNAzyme and dendritic enzyme-free signal amplification. Anal Biochem 2024; 687:115457. [PMID: 38184137 DOI: 10.1016/j.ab.2024.115457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 12/20/2023] [Accepted: 01/01/2024] [Indexed: 01/08/2024]
Abstract
Circulating tumor DNA (ctDNA) is a crucial cancer biomarker for early or noninvasive monitoring, which is essential for developing ultrasensitive and selective assays in cancer diagnosis and treatment. Herein, a cascade signal amplification of duplex-functional split-DNAzyme and dendritic probes was proposed for ultrasensitive and specific detection of nasopharyngeal carcinoma-associated Epstein-Barr virus (EBV) DNA on microfluidic microbead array chips. With the assistance of Pb2+, the duplex-functional split-DNAzyme recognizes EBV DNA and then rapidly cleaves the substrate strand. Subsequently, the released target could be recycled, and its exposed capture probe, triggered the dendritic enzyme-free signal amplification. As the enhanced mass transfer capability, target recycling, and dendritic DNA structure signal amplification inherent to microfluidic bead arrays were integrated, it achieved an excellent detection limit of 0.36 fM and a wide linear range of 1 fM∼103 fM. Further, it was applied to content detect simulated samples of EBV DNA, recovery ranged from 97.2 % to 108.1 %, and relative standard deviation (RSD) from 3.3 % to 5.9 %, exhibiting satisfactory recovery results. The developed microfluidic biosensor was a high-sensitivity and anti-interference system for ctDNA analysis, with minimal reagent volumes (microlitres) required. Thus, it is a promising platform for ctDNA at the lowest level at their earliest incidence.
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Affiliation(s)
- Xin Fu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Mei Yang
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - He Zhang
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China.
| | - Qing Wang
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Yu Fu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Qiong Liu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
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Lan K, Mao J, Sun X, Li S, Xie S, Sun R, Liu S, Mai H. Combined pre-treatment and middle-treatment Epstein-Barr virus DNA load contributes to prognostication and treatment modification in nasopharyngeal carcinoma patients. Ther Adv Med Oncol 2024; 16:17588359231221343. [PMID: 38188461 PMCID: PMC10771739 DOI: 10.1177/17588359231221343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 11/29/2023] [Indexed: 01/09/2024] Open
Abstract
Objective To investigate whether pre-treatment and middle-treatment plasma Epstein-Barr virus (EBV) DNA loads are useful predictors of prognosis and indicators of therapy modification in nasopharyngeal carcinoma (NPC) patients undergoing radical concurrent chemoradiotherapy (CCRT). Methods Plasma EBV DNA load was measured by quantitative polymerase chain reaction before treatment (pre-DNA) and during the second cycle of DDP (mid-DNA). The primary endpoint was 5-year progression-free survival (PFS). Results A total of 775 NPC patients treated with CCRT were included. In total, 553 patients with pre-DNA <4000 copies/mL and 222 with ⩾4000 copies/mL. A total of 559 patients had mid-DNA undetectable and 216 had detectable. Multivariate analysis showed that pre- and mid-DNA were independent prognostic predictors of PFS [hazard ratio (HR), 2.035; 95% confidence interval (CI), 1.406-2.944; p < 0.001; HR, 1.597; 95% CI, 1.101-2.316; p = 0.014]. The area under the curve of the combination of pre-DNA and mid-DNA for 5-year PFS was higher than that of pre-DNA, mid-DNA, and tumor node metastasis (TNM) stage (0.679 versus 0.622, 0.608, 0.601). In the low-risk group (pre-DNA <4000 copies/mL and undetectable mid-DNA), patients receiving ⩽200 mg/m2 showed similar efficacy as those receiving >200 mg/m2 cumulative cisplatin dose (CCD) but were associated with fewer all-grade late toxicities. However, in the high-risk group (pre-DNA ⩾4000 copies/mL or detectable mid-DNA), patients receiving >200 mg/m2 CCD showed a higher 5-year PFS (73.1% versus 58.6%, p = 0.027) and locoregional relapse-free survival (88.5% versus 76.1%, p = 0.028) than those receiving ⩽200 mg/m2 CCD. Conclusion The combination of pre-DNA and mid-DNA could be particularly useful for guiding risk stratification and early treatment modification for NPC treated with CCRT. A total of 200 mg/m2 cisplatin seemed to be the optimal dose for the low-risk patients, while >200 mg/m2 cisplatin may be adequate to achieve satisfactory survival outcomes in the high-risk group.
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Affiliation(s)
- Kaiqi Lan
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jingrong Mao
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
- Department of Clinical Nutrition, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xuesong Sun
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Suchen Li
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Siyi Xie
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Rui Sun
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, No. 651 Dongfeng East Road, Guangzhou 510060, ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
| | - Sailan Liu
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, No. 651 Dongfeng East Road, Guangzhou 510060, ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
| | - Haiqiang Mai
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, No. 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, Guangdong Provincial Clinical Research Center for Cancer, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
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Feng Y, Xu T, Xu Y, Wu Z, Hong H, Huang Y, Liao X, Fu X, Chen J, Qiu X, Ding J, Huang C, Li L, Chen C, Fei Z. Do all patients at the initial stage of nasopharyngeal carcinoma need bone metastasis screening? A retrospective study. Head Neck 2023; 45:1476-1485. [PMID: 36976818 DOI: 10.1002/hed.27360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 02/25/2023] [Accepted: 03/20/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND To identify patients at low risk of synchronous bone metastasis who should not receive bone scans when initially diagnosed with nasopharyngeal carcinoma (NPC). METHODS In total, 6652 patients were enrolled in the training cohort and 1919 patients in the multicenter external validation cohort. Logistic regression analyses were performed to assess independent predictors of synchronous bone metastasis for the nomogram model. RESULTS After risk stratification, 46.3% (3081/6652) patients were separated into the low-risk group with an incidence of 0.71% for synchronous bone metastasis. The odds ratio of the intermediate and high-risk groups was 5.61 and 23.82 times that of the low-risk group, respectively. For patients with high EBV DNA, we recommend routine screening for N2-3 female patients, but that all male subgroups are screened. CONCLUSIONS Bone scans should not be routine. Patients in the low-risk group should not be screened, which would avoid excessive radiation and economize iatrical resource.
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Affiliation(s)
- Ye Feng
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Ting Xu
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yiying Xu
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Ziyi Wu
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Huiling Hong
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yingying Huang
- Sun Yat-sen University Cancer Center, the State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, China
| | - Xiyi Liao
- The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xiaobin Fu
- The Second Attached Hospital of Fujian Medical University, Quanzhou, China
| | - Jiawei Chen
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Xiufang Qiu
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Jianming Ding
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Chaoxiong Huang
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Li Li
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Chuanben Chen
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Zhaodong Fei
- Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
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Ganapathi R, Kumar RR, Thomas KC, Rafi M, Reddiar KS, George PS, Ramadas K. Epstein-Barr virus dynamics and its prognostic impact on nasopharyngeal cancers in a non-endemic region. Ecancermedicalscience 2022; 16:1479. [PMID: 36819809 PMCID: PMC9934968 DOI: 10.3332/ecancer.2022.1479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Indexed: 12/05/2022] Open
Abstract
Background Epstein-Barr virus (EBV) DNA quantification in nasopharyngeal cancer (NPC) is an indicator of the tumour burden, stage and survival. Although EBV dynamics in endemic regions has been extensively studied and reported, the data from non-endemic regions is sparse. This study attempts to investigate the EBV dynamics in NPC patients from a non-endemic region and also to identify the factors impacting the outcomes. Materials and methods This was a prospective observational study conducted at a tertiary care centre in South India and enrolled patients with non-metastatic, biopsy proven NPC, who were suitable for radical chemo-radiotherapy with or without induction chemotherapy. Two blood samples, one prior to initiation of any anticancer treatment, and second at 6 weeks post treatment, were collected to quantify EBV DNA using real-time quantitative polymerase chain reaction. Antibodies against EBV viral capsid antigen (EBV VCA IgM), EBV Early Antigen (EBV EA IgG) and EBV Nuclear Antigen (EBV EBNA IgG) were also measured in the sample. The impact of EBV dynamics on the outcomes was then analysed. Results The study included a total of 35 patients. Thirty-three had identifiable EBV DNA (94.3%) and a histological diagnosis of non-keratinising undifferentiated type of squamous cell carcinoma. There was no correlation between the EBV DNA and anti-EBV antibodies. There was a significant association between composite stage and pre-treatment DNA titre (p = 0.030). The mean EBV DNA titre was lower for patients with no clinically demonstrable disease at last follow-up and the reduction in EBV DNA titres was significant (p = 0.020) for those patients who remained disease free. Conclusion Plasma EBV DNA is an accurate and reliable biomarker for NPC for WHO type 2 and 3 tumours even in non-endemic regions.
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Affiliation(s)
- Rajitha Ganapathi
- Department of Radiation Oncology, Regional Cancer Centre, Trivandrum, Kerala 695011, India (Current Address: Department of Health Services, Government of Kerala, Kerala 695035, India)
| | - Rejnish Ravi Kumar
- Department of Radiation Oncology, Regional Cancer Centre, Trivandrum, Kerala 695011, India (Current Address: Department of Health Services, Government of Kerala, Kerala 695035, India)
| | - Kainickal Cessal Thomas
- Department of Radiation Oncology, Regional Cancer Centre, Trivandrum, Kerala 695011, India (Current Address: Department of Health Services, Government of Kerala, Kerala 695035, India)
| | - Malu Rafi
- Department of Radiation Oncology, Regional Cancer Centre, Trivandrum, Kerala 695011, India (Current Address: Department of Health Services, Government of Kerala, Kerala 695035, India)
| | | | - Preethi Sara George
- Department of Cancer Epidemiology and Biostatistics, Regional Cancer Centre, Trivandrum, Kerala 695011, India
| | - Kunnambath Ramadas
- Department of Radiation Oncology, Regional Cancer Centre, Trivandrum, Kerala 695011, India (Current address: Director - Radiation and Allied Services, KARKINOS, Ernakulum, Kerala 682017, India)
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Dong C, Fu JT, Wu HR, Chao YC, Chen YC, Sung WW, Chen WJ, Chen CJ. Mortality-to-Incidence Ratio for Nasopharyngeal Carcinoma Is Associated with Health Expenditure. Healthcare (Basel) 2022; 10:1615. [PMID: 36141227 PMCID: PMC9498620 DOI: 10.3390/healthcare10091615] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 08/13/2022] [Accepted: 08/19/2022] [Indexed: 12/24/2022] Open
Abstract
Geographic and gender-specific disparity can be observed in nasopharyngeal carcinoma (NPC). While screening and more effective therapies, such as induction chemotherapy, could improve survival rates, they are costly. This study aims to explore the correlation between healthcare expenditure and the mortality-to-incidence ratio (MIR) in NPC. Data were obtained from the World Health Organization and the Global Cancer Observatory. The correlation was evaluated by Spearman's rank correlation coefficient. Most new cases and deaths occur in Asia, and more males are affected than females. Our study shows that countries with higher MIRs have lower levels of health expenditure regardless of the NPC's gender-specific incidence. Correspondingly, MIRs are all significantly negatively associated with current health expenditure (CHE) per capita and CHE as a percentage of gross domestic product (CHE/GDP) in both genders. CHE per capita and CHE/GDP have a significant impact on NPC outcomes. Moreover, economic status is a potential major factor in MIR differences between countries.
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Affiliation(s)
- Chen Dong
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Jing-Tong Fu
- Department of Pathology and Laboratory Medicine, Taichung Veterans General Hospital, Taichung 40201, Taiwan
| | - Han-Ru Wu
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Yu-Chi Chao
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Ying-Ching Chen
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Wen-Wei Sung
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
- Department of Urology, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Wen-Jung Chen
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
- Department of Urology, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Chih-Jung Chen
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
- Department of Pathology and Laboratory Medicine, Taichung Veterans General Hospital, Taichung 40201, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung 40227, Taiwan
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Fang ZY, Li KZ, Yang M, Che YR, Luo LP, Wu ZF, Gao MQ, Wu C, Luo C, Lai X, Zhang YY, Wang M, Xu Z, Li SM, Liu JK, Zhou P, Wang WD. Integration of MRI-Based Radiomics Features, Clinicopathological Characteristics, and Blood Parameters: A Nomogram Model for Predicting Clinical Outcome in Nasopharyngeal Carcinoma. Front Oncol 2022; 12:815952. [PMID: 35311119 PMCID: PMC8924617 DOI: 10.3389/fonc.2022.815952] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/08/2022] [Indexed: 12/24/2022] Open
Abstract
Purpose This study aimed to develop a nomogram model based on multiparametric magnetic resonance imaging (MRI) radiomics features, clinicopathological characteristics, and blood parameters to predict the progression-free survival (PFS) of patients with nasopharyngeal carcinoma (NPC). Methods A total of 462 patients with pathologically confirmed nonkeratinizing NPC treated at Sichuan Cancer Hospital were recruited from 2015 to 2019 and divided into training and validation cohorts at a ratio of 7:3. The least absolute shrinkage and selection operator (LASSO) algorithm was used for radiomics feature dimension reduction and screening in the training cohort. Rad-score, age, sex, smoking and drinking habits, Ki-67, monocytes, monocyte ratio, and mean corpuscular volume were incorporated into a multivariate Cox proportional risk regression model to build a multifactorial nomogram. The concordance index (C-index) and decision curve analysis (DCA) were applied to estimate its efficacy. Results Nine significant features associated with PFS were selected by LASSO and used to calculate the rad-score of each patient. The rad-score was verified as an independent prognostic factor for PFS in NPC. The survival analysis showed that those with lower rad-scores had longer PFS in both cohorts (p < 0.05). Compared with the tumor–node–metastasis staging system, the multifactorial nomogram had higher C-indexes (training cohorts: 0.819 vs. 0.610; validation cohorts: 0.820 vs. 0.602). Moreover, the DCA curve showed that this model could better predict progression within 50% threshold probability. Conclusion A nomogram that combined MRI-based radiomics with clinicopathological characteristics and blood parameters improved the ability to predict progression in patients with NPC.
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Affiliation(s)
- Zeng-Yi Fang
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,Department of Oncology, School of Clinical Medicine, Southwest Medical University, Luzhou, China.,Radiation Oncology, Key Laboratory of Sichuan Province, Chengdu, China
| | - Ke-Zhen Li
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,Department of Oncology, School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Man Yang
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Yu-Rou Che
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Li-Ping Luo
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,Radiation Oncology, Key Laboratory of Sichuan Province, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Zi-Fei Wu
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Ming-Quan Gao
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Chuan Wu
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Cheng Luo
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China
| | - Xin Lai
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China
| | - Yi-Yao Zhang
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Mei Wang
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Zhu Xu
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,Department of Oncology, School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Si-Ming Li
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jie-Ke Liu
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Peng Zhou
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Wei-Dong Wang
- Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China.,Department of Oncology, School of Clinical Medicine, Southwest Medical University, Luzhou, China.,Radiation Oncology, Key Laboratory of Sichuan Province, Chengdu, China.,School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
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10
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A systematic review and recommendations on the use of plasma EBV DNA for nasopharyngeal carcinoma. Eur J Cancer 2021; 153:109-122. [PMID: 34153713 DOI: 10.1016/j.ejca.2021.05.022] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 05/02/2021] [Accepted: 05/09/2021] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Nasopharyngeal carcinoma (NPC) is an endemic malignancy in Southeast Asia, particularly Southern China. The classical non-keratinising cell type is almost unanimously associated with latent Epstein-Barr virus (EBV) infection. Circulating plasma EBV DNA can be a useful biomarker in various clinical aspects, but comprehensive recommendations and international guidelines are still lacking. We conducted a systematic review of all original articles on the clinical application of plasma EBV DNA for NPC; we further evaluated its strengths and limitations for consideration as standard recommendations. METHODS The search terms 'nasopharyngeal OR nasopharynx', and 'plasma EBV DNA OR cell-free EBV OR cfEBV' were used to identify full-length articles published up to December 2020 in the English literature. Three authors independently reviewed the article titles, removed duplicates and reviewed the remaining articles for eligibility. RESULTS A total of 81 articles met the eligibility criteria. Based on the levels of evidence and grades of recommendation assessed, it is worth considering the inclusion of plasma EBV DNA in screening, pre-treatment work-up for enhancing prognostication and tailoring of treatment strategy, monitoring during radical treatment, post-treatment surveillance for early detection of relapse, and monitoring during salvage treatment for recurrent or metastatic NPC. One major limitation is the methodology of measurement requiring harmonisation for consistent comparability. CONCLUSIONS The current comprehensive review supports the inclusion of plasma EBV DNA in international guidelines in the clinical aspects listed, but methodological issues must be resolved before global application.
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11
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Lu H, Guo S, Liu L, Chen Q, Liang Y, Liu S, Sun X, Tang Q, Li X, Guo L, Mo H, Tang L, Mai H. Prognostic significance of a combined and controlled nutritional status score and EBV-DNA in patients with advanced nasopharyngeal carcinoma: a long-term follow-up study. Cancer Biol Med 2021; 19:j.issn.2095-3941.2020.0627. [PMID: 34132505 PMCID: PMC9088186 DOI: 10.20892/j.issn.2095-3941.2020.0627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 12/25/2020] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVE Several studies have reported that the controlling nutritional status (CONUT) score is a prognostic predictor for survival among patients with different types of cancer. We assessed the prognostic value of changes in the CONUT score during treatment and the ΔCONUT-EBV DNA score in patients with advanced nasopharyngeal carcinoma (NPC). METHODS We retrospectively analyzed 433 patients with advanced NPC having no evidence of metastasis from January 2007 to June 2011; the patients underwent radical concurrent chemoradiotherapy (CCRT) at Sun Yat-sen University Cancer Center and were grouped based on their ΔCONUT and ΔCONUT-EBV DNA scores. Kaplan-Meier curves were used to compare the patient outcomes according to the cut-off ΔCONUT score and the ΔCONUT-EBV DNA scoring system. RESULTS Among all patients, overall survival (OS) was independently predicted by a high ΔCONUT score (P = 0.031) and high EBV DNA (P < 0.001). The ΔCONUT-EBV DNA score [OS area under the curve (AUC) = 0.621; progression free survival (PFS)-AUC = 0.612; distant metastasis-free survival (DMFS)-AUC = 0.622] was more predictive of OS, PFS, and DMFS in patients with advanced NPC than the ΔCONUT score (OS-AUC = 0.547; PFS-AUC = 0.533; DMFS-AUC = 0.522) and pretreatment plasma EBV DNA levels alone (OS-AUC = 0.600; PFS-AUC = 0.591, DMFS-AUC = 0.610). The ΔCONUT-EBV DNA score was significantly correlated with OS, PFS, and DMFS in patients with advanced NPC treated with CCRT. CONCLUSIONS The ΔCONUT-EBV DNA score may be useful in clinical practice as a convenient biomarker for predicting the outcomes in patients with advanced NPC treated with CCRT.
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Affiliation(s)
- Hui Lu
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Radiation Oncology, Guangzhou Concord Cancer Center, Guangzhou 510045, China
| | - Shanshan Guo
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Liting Liu
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Qiuyan Chen
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Yujing Liang
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Sailan Liu
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Xuesong Sun
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Qingnan Tang
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Xiaoyun Li
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Ling Guo
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Haoyuan Mo
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Linquan Tang
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Haiqiang Mai
- State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
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12
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Li Q, Wang T, Huang Y, Li Q, Liu P, Grimm R, Fu C, Zhang Y, Gu Y. Whole-Tumor Histogram and Texture Imaging Features on Magnetic Resonance Imaging Combined With Epstein-Barr Virus Status to Predict Disease Progression in Patients With Nasopharyngeal Carcinoma. Front Oncol 2021; 11:610804. [PMID: 33767984 PMCID: PMC7986723 DOI: 10.3389/fonc.2021.610804] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 02/05/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: We aimed to investigate whether Epstein–Barr virus (EBV) could produce differences on MRI by examining the histogram and texture imaging features. We also sought to determine the predictive value of pretreatment MRI texture analyses incorporating with EBV status for disease progression (PD) in patients with primary nasopharyngeal carcinoma (NPC). Materials and Methods: Eighty-one patients with primary T2-T4 NPC and known EBV status who underwent contrast-enhanced MRI were included in this retrospective study. Whole-tumor-based histogram and texture features were extracted from pretreatment T1-weighted imaging (T1WI), T2-weighted imaging (T2WI), and contrast-enhanced (CE)-T1WI images. Mann–Whitney U-tests were performed to identify the differences in histogram and texture parameters between EBV DNA-positive and EBV DNA-negative NPC images. The effects of clinical variables as well as histogram and texture features were estimated by using univariate and multivariate logistic regression analyses. Receiver operating characteristic (ROC) curve analysis was used to predict the EBV status and PD. Finally, an integrated model with the best performance was built. Results: Of the 81 patients included, 54 had EBV DNA-positive NPC, and 27 had EBV DNA-negative NPC. Patients who were tested EBV DNA-positive had higher overall stage (P = 0.016), more lymphatic metastases (p < 0.0001), and easier distant metastases (P = 0.026) than the patients who were tested EBV DNA-negative. Tumor volume, T1WISkewness and T2WIKurtosis showed significant differences between the two groups. The combination of the three features achieved an AUC of 0.783 [95% confidence interval (CI) 0.678–0.888] with a sensitivity and specificity of 70.4 and 74.1%, respectively, in differentiating EBV DNA-positive tumors from EBV DNA-negative tumors. The combination of overall stage and tumor volume of T2WIKurtosis and EBV status was the most effective model for predicting PD in patients with primary NPC. The overall accuracy was 84.6%, with a sensitivity and specificity of 93.8 and 66.2%, respectively (AUC, 0.800; 95% CI 0.700–0.900). Conclusion: This study demonstrates that MRI-based radiological features and EBV status can be used as an aid tool for the evaluation of PD, in order to develop tailored treatment targeting specific characteristics of individual patients.
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Affiliation(s)
- Qiao Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - TingTing Wang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yan Huang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qin Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - PeiYao Liu
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Robert Grimm
- Magnetic Resonance Application Predevelopment, Siemens Healthcare, Erlangen, Germany
| | - CaiXia Fu
- Magnetic Resonance Applications Development, Siemens Shenzhen Magnetic Resonance Ltd., Shenzhen, China
| | - YunYan Zhang
- Department of Radiology, Shanghai Proton and Heavy Ion Center, Shanghai, China
| | - Yajia Gu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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13
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Li W, Yang C, Lv Z, Li J, Li Z, Yuan X, Wu S, Yuan Y, Cui L, Lu J, Chen J, Zhao F. Integrating pre- and post-treatment Plasma Epstein-Barr Virus DNA levels for better prognostic prediction of Nasopharyngeal Carcinoma. J Cancer 2021; 12:2715-2722. [PMID: 33854631 PMCID: PMC8040726 DOI: 10.7150/jca.56397] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/03/2021] [Indexed: 12/12/2022] Open
Abstract
Background: Pre- and post-treatment plasma Epstein‐Barr virus (EBV) DNA are important biomarkers for the prognosis of nasopharyngeal carcinoma (NPC). This study was performed to determine the prognostic potential of integrating EBV DNA levels in plasma measured pre-treatment (pre-EBV) and 3 months post-treatment (3 m-EBV). Materials and methods: A total of 543 incident non-metastatic NPC patients treated with intensity-modulated radiotherapy, with or without chemotherapy, were reviewed. Patients were divided into four subgroups based on pre-EBV and 3 m-EBV status. The data for pre-EBV and 3 m-EBV samples were integrated, and the predictability of the survival of patients with NPC was analyzed. Results: There were significant differences in the 5-year progression-free survival, distant metastasis-free survival, locoregional relapse-free survival, and overall survival among the four patient subgroups (P<0.001). Patients who tested negative for both pre-EBV and 3 m-EBV had the best prognosis, followed by patients who tested positive for pre-EBV and negative for 3 m-EBV, and those who tested negative for pre-EBV and positive for 3 m-EBV; however, patients who tested positive for both pre-EBV and 3 m-EBV had the poorest chances of survival. Multivariate analyses demonstrated that integration of pre-EBV and 3 m-EBV data was an independent predictor of NPC progression in patients. Receiver operating characteristic curve analysis further confirmed that the combination of pre-EBV and 3 m-EBV had a greater prognostic value than pre-EBV or 3 m-EBV alone. Conclusions: Integrating pre-EBV and 3 m-EBV data could provide more accurate risk stratification and better prognostic prediction in NPC.
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Affiliation(s)
- Wanxia Li
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China.,Department of Health Management, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Chao Yang
- Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Zehong Lv
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Junzheng Li
- Department of Otolaryngology-Head and Neck Surgery, Guangzhou Red Cross Hospital, Jinan University, Guangzhou 510220, Guangdong, China
| | - Zonghua Li
- Department of Otolaryngology, 942 Hospital of the Chinese People's Liberation Army, Yinchuan750001, Ningxia, China
| | - Xiaofei Yuan
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Shuting Wu
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Yue Yuan
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Linchong Cui
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Juan Lu
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Jing Chen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Feipeng Zhao
- Department of Otolaryngology-Head and Neck Surgery, the Affiliated Hospital of Southwest Medical University, Southwest Medical University, Luzhou 646000, Sichuan, China
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14
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Viet NH, Trung NQ, Dong LT, Trung LQ, Espinoza JL. Genetic variants in NKG2D axis and susceptibility to Epstein-Barr virus-induced nasopharyngeal carcinoma. J Cancer Res Clin Oncol 2021; 147:713-723. [PMID: 33392659 DOI: 10.1007/s00432-020-03475-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 11/18/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Nasopharyngeal carcinoma (NPC) is a rare epithelial carcinoma arising from the nasopharyngeal region. The pathogenesis of NPC is linked to Epstein-Barr virus (EBV) infection, although genetics and lifestyle factors appears to be also implicated. NKG2D is an immunoreceptor expressed by NK and T-cell subsets that recognizes MICA protein and other ligands on tumor cells. NKG2D interaction with MICA plays a role in the immunosurveillance to viruses and cancer. METHODS We investigated potential associations between functional polymorphisms in NKG2D and MICA genes with NPC susceptibility. We conducted a case-control study including 255 Vietnamese patients with EBV + non-differentiated NPC and 220 healthy controls. RESULTS We observed a significant association between the LNK/LNK genotype of rs1049174 (a variant associated with lower NKG2D receptor expression and reduced NK cell cytotoxicity) and increased susceptibility to NPC (adjusted OR = 1.66, 95% CI 1.07-2.59; p = 0.024). Similarly, the AA genotype of MICA rs2596542 was significantly associated with NPC (adjusted OR = 2.12; 95% CI 1.22-3.81; p = 0.009). In addition, tumor specimens of NPC patients with the AA genotype displayed a higher expression level of MICA proteins and showed higher EBV titers compared with tumor tissues from patients with the GG or GA genotypes. Higher EBV copy numbers were also observed in tumors with the A allele of MICA rs1051792 (also known as MICA-129 Met/Val) compared with those with the G allele; however, MICA rs1051792 variants were not associated with NPC susceptibility. These results suggest that genetic variants in components of the NKG2D axis may influence the individual susceptibility to EBV-induced NPC.
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Affiliation(s)
- Nguyen Hoang Viet
- Faculty of Medical Technology, Hanoi Medical University, Hanoi, Vietnam
- Center for Gene-Protein Research, Hanoi Medical University, Hanoi, Vietnam
| | - Nguyen Quang Trung
- Department of Otorhinolaryngology, Hanoi Medical University, Hanoi, Vietnam
| | - Le Thanh Dong
- Faculty of Medical Technology, Hanoi Medical University, Hanoi, Vietnam
| | - Ly Quoc Trung
- Faculty of Medicine and Pharmacy, Soc Trang Community College, Soc Trang, Vietnam
| | - J Luis Espinoza
- Faculty of Health Sciences, Kanazawa University, Kodatsuno 5-11-80, Kanazawa, 920-0942, Japan.
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15
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Li W, Chen J, Liang B, Li Z, Li J, Yuan X, Wu S, Zeng F, Peng X, Li Y, Lu J, Zhao F, Liu X. Long-term monitoring of dynamic changes in plasma EBV DNA for improved prognosis prediction of nasopharyngeal carcinoma. Cancer Med 2020; 10:883-894. [PMID: 33378109 PMCID: PMC7897970 DOI: 10.1002/cam4.3669] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/17/2020] [Accepted: 11/24/2020] [Indexed: 01/18/2023] Open
Abstract
Background This study was performed to investigate whether long‐term monitoring of dynamic changes in plasma Epstein‐Barr virus (EBV) DNA could improve prognosis prediction of nasopharyngeal carcinoma (NPC). Materials and methods About 1077 nonmetastatic NPC patients were recruited to retrospectively analyze the prognostic value of plasma EBV DNA load pretreatment and 3, 12, 24, and 36 months posttreatment. We also examined the prognostic value of dynamic changes in plasma EBV DNA at various time points. Results Patients with plasma EBV DNA load above optimal pre‐ and posttreatment cut‐offs had significantly worse five‐year progression‐free survival, distant metastasis‐free survival, locoregional relapse‐free survival, and overall survival (OS) at all‐time points, excluding only OS at 36 months posttreatment due to limited mortalities. Patients with persistently undetectable plasma EBV DNA at the first four time points had the best prognosis, followed by those with positive detection pretreatment and consistently negative detection posttreatment, those with negative detection pretreatment and positive detection at one time point posttreatment, and those with positive detection pretreatment and at one time point posttreatment, whereas patients with positive detection at ≥2 time points posttreatment had the worst prognosis. Cox proportional hazard models identified the dynamic change pattern as an independent prognostic factor, and receiver operating characteristic curve analysis demonstrated that the dynamic change at four time point was more valuable than any single time point for predicting disease progression, distant metastasis, locoregional relapse, and mortality. Conclusions Dynamic changes in plasma EBV DNA pre‐ and posttreatment could predict the long‐term survival outcome and provide accurate risk stratification in NPC.
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Affiliation(s)
- Wanxia Li
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Jing Chen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Bijun Liang
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Zonghua Li
- Department of Otolaryngology, 942 Hospital of the Chinese People's Liberation Army, Yinchuan, Ningxia, China
| | - Junzheng Li
- Department of Otolaryngology-Head and Neck Surgery, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Xiaofei Yuan
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Shuting Wu
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Fangfang Zeng
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Xinyu Peng
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Yanfei Li
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Juan Lu
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Feipeng Zhao
- Department of Otolaryngology-Head and Neck Surgery, The Affiliated Hospital of Southwest Medical University, Southwest Medical University, Luzhou, Sichuan, China
| | - Xiong Liu
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
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16
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Tan R, Phua SKA, Soong YL, Oon LLE, Chan KS, Lucky SS, Mong J, Tan MH, Lim CM. Clinical utility of Epstein-Barr virus DNA and other liquid biopsy markers in nasopharyngeal carcinoma. Cancer Commun (Lond) 2020; 40:564-585. [PMID: 32989921 PMCID: PMC7668470 DOI: 10.1002/cac2.12100] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 09/14/2020] [Indexed: 12/22/2022] Open
Abstract
Nasopharyngeal carcinoma (NPC) is a malignant epithelial tumor ubiquitously associated with the Epstein-Barr virus (EBV), which is highly prevalent in South China, Southeast Asia, and North Africa. Despite being a highly radio-sensitive and treatable cancer, a majority of NPC patients are diagnosed in their advanced stage, and locoregional and distant relapses following definitive treatment contribute largely to cancer-specific mortality among these patients. Given that EBV-driven NPC is the predominant variant seen in endemic regions, various EBV detection methods have been developed and are utilized in screening, prognostication, and post-treatment surveillance of NPC patients. While the Immunoglobulin A (IgA) serology assay is the most extensively studied EBV detection method, the detection of plasma EBV DNA released during replication or cellular apoptosis has shown superior outcomes in endemic population screening, prognostication, and detection of distant relapse. Furthermore, there is emerging evidence on the use of circulating tumor cells, microRNAs, DNA hypermethylation, and combination assays in various clinical scenarios. Herein, this paper provides a comprehensive overview of the relevant studies using various EBV detection techniques in the management of NPC. Specifically, the recent advances, clinical evidence, and challenges associated with the clinical application of EBV liquid biopsies in population screening, prognostication, and surveillance of NPC are presented.
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Affiliation(s)
- Rong Tan
- Yong Loo Lin School of MedicineNational University of SingaporeSingapore117599Singapore
| | - Sean Kean Ann Phua
- Yong Loo Lin School of MedicineNational University of SingaporeSingapore117599Singapore
| | - Yoke Lim Soong
- Department of Radiation OncologyNational Cancer CenterSingapore169608Singapore
| | - Lynette Lin Ean Oon
- Department of Molecular PathologySingapore General HospitalSingapore169608Singapore
| | - Kian Sing Chan
- Department of Molecular PathologySingapore General HospitalSingapore169608Singapore
| | | | - Jamie Mong
- Institute of Bioengineering and NanotechnologySingapore138669Singapore
| | - Min Han Tan
- Institute of Bioengineering and NanotechnologySingapore138669Singapore
- Lucence DiagnosticsSingapore159552Singapore
| | - Chwee Ming Lim
- Institute of Bioengineering and NanotechnologySingapore138669Singapore
- Department of Otorhinolaryngology‐Head and Neck SurgerySingapore General HospitalSingapore169608Singapore
- Surgery Academic Clinical ProgrammeDuke‐NUS Graduate Medical SchoolSingapore169857Singapore
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17
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Ma L, Chen F, Kong X, Xu T, Fei Z, Fang W, Wang B, Wu H. Outcomes and Experiences of Child-Bearing Women with Nasopharyngeal Carcinoma. Cancer Manag Res 2020; 12:8047-8054. [PMID: 32943937 PMCID: PMC7481289 DOI: 10.2147/cmar.s265371] [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: 05/31/2020] [Accepted: 08/14/2020] [Indexed: 12/08/2022] Open
Abstract
Purpose Nasopharyngeal carcinoma (NPC) is more common among women in Southeast Asia. An important issue is whether it is safe for them to bear children after treatment and when it is safe to do so. We conducted this study to explore the relation between fertility and prognosis in child-bearing women with NPC. Patients and Methods Child-bearing women were defined as young women between the ages of 18 and 30. A total of 127 eligible child-bearing NPC patients were identified from December 2003 to December 2014. The patients were divided into two groups, depending on whether or not they had post-therapeutic births. The Kaplan–Meier method was used for survival analyses. The Log rank test was used to compare two survival curves and the independent significances of different prognostic factors were assessed by Cox proportional hazards regression analysis. Results The 5-year overall survival (OS) and disease-free survival (DFS) in the Childbirth group were significantly higher than those in the Non-Childbirth group (100% vs 88.8%, P = 0.026 and 100% vs 77.5%, P = 0.007, respectively). In the Childbirth group, no difference was found in the 5-year DFS between different birth interval times, from 1 to 5 years after treatment. The clinical stage was identified as the risk factor of OS (HR = 101.725, 95% CI: 2.160–4790.910, P = 0.019), and consequent childbirth after treatment was associated with favorable DFS (HR = 0.148, 95% CI: 0.034–0.643, P = 0.011). Conclusion Post-therapeutic birth did not increase the mortality risk of child-bearing women with NPC. There was no significant correlation between the subsequent birth time window after treatment and the prognosis.
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Affiliation(s)
- Liqin Ma
- Department of Radiation Oncology, Fujian Cancer Hospital and Fujian Medical University Cancer Hospital, Fuzhou, People's Republic of China
| | - Fei Chen
- Fujian Medical University, Fuzhou, People's Republic of China
| | - Xiangquan Kong
- Department of Radiation Oncology, Fujian Medical University Affiliated Xiamen Humanity Hospital, Fuzhou, People's Republic of China
| | - Ting Xu
- Fujian Medical University, Fuzhou, People's Republic of China
| | - Zhaodong Fei
- Department of Radiation Oncology, Fujian Cancer Hospital and Fujian Medical University Cancer Hospital, Fuzhou, People's Republic of China
| | - Weining Fang
- Department of Radiation Oncology, Fujian Cancer Hospital and Fujian Medical University Cancer Hospital, Fuzhou, People's Republic of China
| | - Binyi Wang
- Department of Radiation Oncology, Fujian Cancer Hospital and Fujian Medical University Cancer Hospital, Fuzhou, People's Republic of China
| | - Haixia Wu
- Fujian Medical University, Fuzhou, People's Republic of China
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18
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Qu H, Huang Y, Zhao S, Zhou Y, Lv W. Prognostic value of Epstein-Barr virus DNA level for nasopharyngeal carcinoma: a meta-analysis of 8128 cases. Eur Arch Otorhinolaryngol 2020; 277:9-18. [PMID: 31659449 DOI: 10.1007/s00405-019-05699-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/14/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Plasma levels of Epstein-Barr virus (EBV) DNA have been employed to predict survival outcomes of patients with nasopharyngeal carcinoma (NPC). However, the prognostic value of subsequent EBV DNA levels (mid or post treatment) for NPC is needed to identify by a large cohort of patients. We performed a meta-analysis of studies including data from 8128 patients to evaluate the prognostic value of EBV DNA in NPC patients. METHODS We searched PubMed, Web of Science, and the Cochrane library for prospective and retrospective studies. Hazard ratios (HRs) and confidence intervals (CIs) were extracted from the studies or calculated and pooled to assess the association between EBV DNA levels pre-treatment (pre-DNA), mid-treatment (mid-DNA), and post-treatment (post-DNA) on clinical outcomes. RESULTS A total of 22 studies with 8128 patients was included for analysis. Pre-DNA levels predicted overall survival, progression-free survival, distant metastasis-free survival, and local-regional failure survival with HRs (95% CIs) of 2.70 (2.06, 3.54), 2.70 (2.12, 3.44), 3.49 (2.35, 5.17), and 2.00 (1.45, 2.76), respectively, and the corresponding HRs for post-DNA levels were 4.86 (3.30, 7.17), 6.29 (3.41, 11.60), 5.68 (2.71,11.93), respectively. Mid-DNA levels predicted overall survival and progression-free survival with an HR (95% CI) of 3.02 (1.54, 5.29) and 3.15 (2.05, 4.83). Subgroup analysis showed that the HR of post-DNA wasn't influenced by different detection time of post-DNA (P = 0.22, I2 = 33.2%). CONCLUSION The EBV DNA levels have a significant prognostic impact in patients with NPC. The effect of post-treatment EBV DNA level dominated that of pre-DNA and mid-DNA levels.
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Affiliation(s)
- Hongling Qu
- Department of Clinical Laboratory, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, 528300, Guangdong, People's Republic of China
| | - Yuli Huang
- Department of Cardiology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, Guangdong, People's Republic of China
| | - Shufen Zhao
- Department of Radiation Oncology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, Guangdong, People's Republic of China
| | - Yuanqing Zhou
- Department of Clinical Laboratory, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, 528300, Guangdong, People's Republic of China
| | - Weibiao Lv
- Department of Clinical Laboratory, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, 528300, Guangdong, People's Republic of China.
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19
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Sun L, Wang Y, Shi J, Zhu W, Wang X. Association of Plasma Epstein-Barr Virus LMP1 and EBER1 with Circulating Tumor Cells and the Metastasis of Nasopharyngeal Carcinoma. Pathol Oncol Res 2019; 26:1893-1901. [PMID: 31832991 DOI: 10.1007/s12253-019-00777-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 11/04/2019] [Indexed: 01/16/2023]
Abstract
Epstein-Barr virus (EBV) has been widely recognized to contribute to the development of nasopharyngeal carcinoma (NPC). The present study was to explore the association of plasma Epstein-Barr Virus LMP1 and EBER1 with circulating tumor cells (CTCs) and the metastasis of nasopharyngeal carcinoma. In the present study, we quantified the plasma levels of EBV DNA/RNAs, such as LMP1, LMP2, BART and EBER1 with real-time quantitative PCR, and CTCs with a CellSpotter Analyzer in NPC patients, with or without metastasis. Then the correlation of each biomarker with other biomarkers and tumor metastasis was analyzed. Our data indicated that the plasma levels of EBV LMP1, BART, EBER1, along with CTCs were significantly higher in metastatic NPC patients than in non-metastatic patients. Plasma LMP1 DNA and EBER1 discriminate metastatic NPC patients from non-metastatic patients, correlate with tumor stage and node stage for metastatic NPC patients. In summary, there were significantly higher plasma levels of Epstein-Barr Virus DNAs / RNAs in nasopharyngeal carcinoma patients. LMP1 DNA and EBER1 RNA correlated with the metastasis of nasopharyngeal carcinoma.
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Affiliation(s)
- Le Sun
- Department of Otolaryngology, Head & Neck Surgery, First Hospital of Jilin University, 71#, Xinmin Street, Changchun, 130021, People's Republic of China
| | - Yusheng Wang
- Department of Otolaryngology, Head & Neck Surgery, First Hospital of Jilin University, 71#, Xinmin Street, Changchun, 130021, People's Republic of China
| | - Jinfeng Shi
- Department of Otolaryngology, Head & Neck Surgery, First Hospital of Jilin University, 71#, Xinmin Street, Changchun, 130021, People's Republic of China
| | - Wei Zhu
- Department of Otolaryngology, Head & Neck Surgery, First Hospital of Jilin University, 71#, Xinmin Street, Changchun, 130021, People's Republic of China.
| | - Xin Wang
- Department of Otolaryngology, Head & Neck Surgery, First Hospital of Jilin University, 71#, Xinmin Street, Changchun, 130021, People's Republic of China.
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20
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Ou G, Xing S, Li J, Zhang L, Chen S. Circulating tumor cells: a valuable marker of poor prognosis for advanced nasopharyngeal carcinoma. Mol Med 2019; 25:50. [PMID: 31729954 PMCID: PMC6858770 DOI: 10.1186/s10020-019-0112-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 09/20/2019] [Indexed: 12/30/2022] Open
Abstract
Purpose To evaluate the prognostic value of circulating tumor cells (CTCs) in nasopharyngeal carcinoma (NPC). Methods Cox’s proportional hazards regression models were used to identify whether CTCs was a poor prognostic factor for NPC. Chi-square tests were used to analyze and compare the distribution characteristics of CTCs in NPC. ROC curve was used to estimate the cut-off point of CTCs. Kaplan-Meier survival analyses were used to observe the prognostic value of CTCs alone and in combined with Epstein-Barr Virus DNA (EBV-DNA). Results CTCs was confirmed to be an independent risk factor for poor prognosis of NPC by Cox’s regression models that enrolled 370 NPC cases and took age, gender, EBV-DNA and CTCs as variables. The proportion of CTCs in stage IV NPC was statistically different from that in stage III; the cut-off point of CTCs between stage IV (288 cases) and stage III (70 cases) NPC estimated by ROC curve was 0.5. The prognosis of advanced NPC patients became worse with the increase of CTCs count. The combined detection of CTCs and EBV-DNA could better predict the prognosis of NPC compared with the single detection of EBV-DNA.
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Affiliation(s)
- Guoping Ou
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Shan Xing
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Jianpei Li
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Lin Zhang
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
| | - Shulin Chen
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
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21
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Liu MZ, Fang SG, Huang W, Wang HY, Tian YM, Huang RD, Sun Z, Zhao C, Lu TX, Huang Y, Han F. Clinical characteristics and prognostic value of pre-retreatment plasma epstein-barr virus DNA in locoregional recurrent nasopharyngeal carcinoma. Cancer Med 2019; 8:4633-4643. [PMID: 31268626 PMCID: PMC6712460 DOI: 10.1002/cam4.2339] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 05/02/2019] [Accepted: 05/22/2019] [Indexed: 01/05/2023] Open
Abstract
PURPOSE To define the clinical characteristics and prognostic value of pre-retreatment plasma Epstein-Barr virus (EBV) DNA, we investigated EBV status in locoregional recurrent nasopharyngeal carcinoma (lrNPC) patients. METHODS Between April 2008 and August 2016, the data of patients with nonmetastatic lrNPC were retrospectively reviewed. The survival indexes of patients between different pre-retreatment EBV status groups were compared. RESULTS A total of 401 patients with nonmetastatic lrNPC were enrolled, and 197 (49.1%) patients had detectable pre-retreatment plasma EBV DNA. Treatment included radiotherapy alone (n = 37 patients), surgery alone (n = 105), radiotherapy (n = 208), surgery combined with radiotherapy (n = 20), chemotherapy and targeted therapy (n = 31). Median follow-up was 32 months. The 3-year locoregional relapse-free survival (LRRFS), distant metastasis-free survival (DMFS), and overall survival (OS) rates for the entire cohort were 64.8%, 89.4%, and 58.8%, respectively. The estimated 3-year LRRFS, DMFS, and OS rates for the pre EBV-positive group vs the pre EBV-negative group were 54.2% vs 75.0% (P < 0.001), 86.6% vs 91.9% (P = 0.05), 51.6% vs 65.9% (P = 0.01), respectively. Among patients in the clinical stage rI/II, there were 17 patients in the radiotherapy alone group and 49 patients in the surgery alone group. And there was no significant difference in overall survival between radiotherapy and surgery, even among the different pre-EBV statuses (P > 0.05). In terms of long-term toxic and side effects, the incidence of radioactive temporal lobe injury in the radiotherapy group was higher than that in the surgery group (35.3% vs 8.2%, P < 0.001), and no statistically significant difference was found in other long-term toxic and side effects. CONCLUSIONS The positive rate of pre-retreatment plasma EBV DNA in lrNPC is lower than primary NPC. The prognosis of EBV DNA negative group is better than positive group. For locally early-stage lrNPC, regardless of EBV DNA status, radiotherapy and surgery are available options and both can achieve better long-term survival.
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Affiliation(s)
- Ming-Zhu Liu
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Shuo-Gui Fang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Wei Huang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Han-Yu Wang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Yun-Ming Tian
- Department of Radiation Oncology, Hui Zhou Municipal Centre Hospital, Huizhou, Guangdong Province, People's Republic of China
| | - Run-Da Huang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Zhuang Sun
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Chong Zhao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Tai-Xiang Lu
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Ying Huang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
| | - Fei Han
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China.,State Key Laboratory of Oncology in South China, Guangzhou, Guangdong Province, People's Republic of China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong Province, People's Republic of China.,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of China
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22
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Xie X, Ren Y, Wang K, Yi B. Molecular Prognostic Value of Circulating Epstein–Barr Viral DNA in Nasopharyngeal Carcinoma: A Meta-Analysis of 27,235 Cases in the Endemic Area of Southeast Asia. Genet Test Mol Biomarkers 2019; 23:448-459. [PMID: 31199710 DOI: 10.1089/gtmb.2018.0304] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Xulin Xie
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Yupei Ren
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Kun Wang
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Bin Yi
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, P.R. China
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23
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You R, Liu Y, Lin M, Huang P, Tang L, Zhang Y, Pan Y, Liu W, Guo W, Zou X, Zhao K, Kang T, Liu L, Lin A, Hong M, Mai H, Zeng M, Chen M. Relationship of circulating tumor cells and Epstein–Barr virus DNA to progression‐free survival and overall survival in metastatic nasopharyngeal carcinoma patients. Int J Cancer 2019; 145:2873-2883. [DOI: 10.1002/ijc.32380] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 04/18/2019] [Accepted: 04/18/2019] [Indexed: 01/15/2023]
Affiliation(s)
- Rui You
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - You‐Ping Liu
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Mei Lin
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Pei‐Yu Huang
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Lin‐Quan Tang
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Yi‐Nuan Zhang
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Yi Pan
- Department of Radiotherapy, Guangdong General HospitalGuangdong Academy of Medical Science Guangzhou People's Republic of China
| | - Wan‐Li Liu
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
- Department of Clinical LaboratorySun Yat‐sen University Cancer Center Guangzhou People's Republic of China
| | - Wei‐Bang Guo
- Guangdong Lung Cancer InstituteGuangdong General Hospital Guangzhou People's Republic of China
| | - Xiong Zou
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Ke‐Ming Zhao
- Zhongshan School of MedicineSun Yat‐sen University Guangzhou People's Republic of China
| | - Ting Kang
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
- Department of Clinical LaboratorySun Yat‐sen University Cancer Center Guangzhou People's Republic of China
| | - Li‐Zhi Liu
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
- Department of Medical Imaging and Interventional RadiologySun Yat‐sen University Cancer Center Guangzhou People' Republic of China
| | - Ai‐Hua Lin
- Department of Medical Statistics and Epidemiology, School of Public HealthSun Yat‐sen University Guangzhou People's Republic of China
| | - Ming‐Huang Hong
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
- Department of Clinical Trials CenterSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
| | - Hai‐Qiang Mai
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Mu‐Sheng Zeng
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
| | - Ming‐Yuan Chen
- Department of Nasopharyngeal CarcinomaSun Yat‐sen University Cancer Center Guangzhou People's Republic of China
- Sun Yat‐sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy Guangzhou People's Republic of China
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24
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Analysis of Plasma EBV-DNA and Soluble Checkpoint Proteins in Nasopharyngeal Carcinoma Patients after Definitive Intensity-Modulated Radiotherapy. BIOMED RESEARCH INTERNATIONAL 2019; 2019:3939720. [PMID: 31192256 PMCID: PMC6525834 DOI: 10.1155/2019/3939720] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 04/21/2019] [Indexed: 12/12/2022]
Abstract
Background Tumor immunotherapy and immunological checkpoint-related proteins are research hotspots. Intensity-modulated radiotherapy (IMRT) is the main treatment for nasopharyngeal carcinoma (NPC). Hence, the evaluation of its effect is very important. The aim of this study was to assess the relationship between the concentrations of soluble checkpoint proteins, plasma EBV-DNA, and cytokines in NPC patients treated with IMRT. Methods In this study, the plasma samples of 37 NPC patients and 40 healthy controls were collected. Luminex MAGPIX was used to detect the concentrations of 32 plasma targets, including soluble programmed cell death 1 (sPD-1). RT-qPCR was used to measure EBV-DNA. Results The concentrations of 33 plasma targets were detected in NPC patients before and after IMRT to explore the changes after IMRT. The results showed that IMRT could increase the expression of sPD-1 and significantly reduce the level of EBV-DNA in the plasma of NPC patients. The expression level of sPD-1 in TNM I/II patients was significantly higher than that in III/IV patients. Besides, the concentrations of 12 other targets were significantly different after IMRT, including LAG-3, PD-L1, TIM-3, IFN-γ, IL-12p70, IL-1β, IL-5, IL-6, TNF-α, IL-10, IL-17A, and IL-22. High sPD-1 patients had longer survival than those with low sPD-1. Also, patients with lower EBV-DNA and TNM grades I and II/III had longer survival than those with higher EBV-DNA or TNM IV. Conclusions This study demonstrated that the concentration of sPD-1 was significantly increased and EBV-DNA was significantly reduced in the NPC patients after IMRT. Plasma EBV-DNA level was a highly specific and sensitive biomarker for NPC diagnosis. Both sPD-1 expression and EBV-DNA concentration in plasma were related to the survival of patients.
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Chen H, Ji M, Zong JF, Ko JMY, Dai W, Lung ML. Conventional and Novel Diagnostic Biomarkers and Approaches for Detection of Nasopharyngeal Carcinoma. NASOPHARYNGEAL CARCINOMA 2019:129-153. [DOI: 10.1016/b978-0-12-814936-2.00007-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Value of early evaluation of treatment response using 18F-FDG PET/CT parameters and the Epstein-Barr virus DNA load for prediction of outcome in patients with primary nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2018; 46:650-660. [DOI: 10.1007/s00259-018-4172-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 09/17/2018] [Indexed: 12/29/2022]
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Prognostic Value of Plasma EBV DNA for Nasopharyngeal Cancer Patients during Treatment with Intensity-modulated Radiation Therapy and Concurrent Chemotherapy. Radiol Oncol 2018; 52:195-203. [PMID: 30018524 PMCID: PMC6043877 DOI: 10.2478/raon-2018-0016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 02/04/2018] [Indexed: 12/24/2022] Open
Abstract
Background Plasma EBV DNA concentrations at the time of diagnosis (pre-EBV) and post treatment (post-EBV) have significant value for predicting the clinical outcome of nasopharyngeal cancer (NPC) patients. However, the prognostic value of the EBV concentration during radiation therapy (mid-EBV) has not been vigorously studied. Patients and methods This was a post hoc analysis of 105 detectable pre-EBV NPC patients from a phase II/III study comparing sequential (SEQ) versus simultaneous integrated boost (SIB) intensity-modulated radiation therapy (IMRT). Plasma EBV DNA concentrations were measured by PCR before commencement of IMRT, at the 5th week of radiation therapy and 3 months after the completion of IMRT. The objective was to identify the prognostic value of mid-EBV to predict overall survival (OS), progression-free survival (PFS) and distant metastasis-free survival (DMFS). Results A median pre-EBV was 6880 copies/ml. Mid-EBV and post-EBV were detectable in 14.3% and 6.7% of the patients, respectively. The median follow-up time was 45.3 months. The 3-year OS, PFS and DMFS rates were 86.0% vs. 66.7% (p = 0.043), 81.5% vs. 52.5% (p = 0.006), 86.1% vs. 76.6% (p = 0.150), respectively, for those with undetectable mid-EBV vs. persistently detectable mid-EBV. However, in the multivariate analysis, only persistently detectable post-EBV was significantly associated with a worse OS (hazard ratio (HR) = 6.881, 95% confident interval (CI) 1.699-27.867, p = 0.007), PFS (HR = 5.117, 95% CI 1.562–16.768, p = 0.007) and DMFS (HR = 129.071, 95%CI 19.031–875.364, p < 0.001). Conclusions Detectable post-EBV was the most powerful adverse prognostic factor for OS, PFS and DMFS; however, detectable mid-EBV was associated with worse OS, PFS especially Local-PFS (LPFS) and may facilitate adaptive treatment during the radiation treatment period.
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He S, Wang Y, Bao Y, Cai X, Yang X, Chen D, Chen Y, Lu L. Dynamic changes in plasma Epstein-Barr virus DNA load during treatment have prognostic value in nasopharyngeal carcinoma: a retrospective study. Cancer Med 2018; 7:1110-1117. [PMID: 29493874 PMCID: PMC5911595 DOI: 10.1002/cam4.1381] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 01/09/2018] [Accepted: 01/12/2018] [Indexed: 01/31/2023] Open
Abstract
Circulating plasma Epstein-Barr virus DNA (EBV DNA) is related to tumor recurrence and metastasis and has potential as a dynamic, sensitive, and specific marker in nasopharyngeal carcinoma (NPC). We investigated the clinical significance of assessing plasma EBV DNA load at various time points during treatment. Patients with NPC (n = 949) for whom plasma EBV DNA load was measured by real-time quantitative polymerase chain reaction (RT-qPCR) before treatment (pre-EBV) and at midtreatment (mid-EBV), end of treatment (end-EBV), and 3 months after completing treatment (3 m-EBV) were retrospectively assessed. Receiver operating characteristic (ROC) curve analysis was used to identify the optimal EBV DNA cutoff point for each time point. Overall survival (OS), distant metastasis-free survival (DMFS), and progression-free survival (PFS) were compared using Kaplan-Meier estimates. High pre-EBV, high mid-EBV, high end-EBV, and high 3 m-EBV were all associated with significantly poorer OS, DMFS, and PFS in the entire cohort. Detectable end-EBV and 3 m-EBV was associated with significantly poorer OS, DMFS, and PFS. Among patients with detectable end-EBV, adjuvant therapy significantly improved OS (HR 2.419; 95% CI 1.297-4.51, P = 0.03) and DMFS (HR 2.45; 95% CI 1.243-4.828, P = 0.04), but not PFS (P = 0.17). EBV DNA represents a dynamic biomarker for monitoring treatment and predicting survival in NPC. Assessing plasma EBV DNA before, during, and after chemoradiotherapy could be clinically valuable and enable selection of patients most likely to benefit from additional therapy and improve assessment of treatment response and disease surveillance. Further multicenter prospective investigations are warranted.
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Affiliation(s)
- Sha‐Sha He
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologySun Yat‐Sen University Cancer CenterGuangzhouGuangdongChina
| | - Yan Wang
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologyThe first affiliated hospital of Sun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Yong Bao
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologyThe first affiliated hospital of Sun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Xiu‐Yu Cai
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of VIP RegionSun Yat‐Sen University Cancer CenterGuangzhouGuangdongChina
| | - Xing‐Li Yang
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologySun Yat‐Sen University Cancer CenterGuangzhouGuangdongChina
| | - Dan‐Ming Chen
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologyThe first affiliated hospital of Sun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Yong Chen
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologyThe first affiliated hospital of Sun Yat‐Sen UniversityGuangzhouGuangdongChina
| | - Li‐Xia Lu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat sen University Cancer CenterGuangzhouGuangdongChina
- Department of Radiation OncologySun Yat‐Sen University Cancer CenterGuangzhouGuangdongChina
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