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Leder K, Sun R, Wang Z, Zhang X. Parameter estimation from single patient, single time-point sequencing data of recurrent tumors. J Math Biol 2024; 89:51. [PMID: 39382689 DOI: 10.1007/s00285-024-02149-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 08/09/2024] [Accepted: 09/22/2024] [Indexed: 10/10/2024]
Abstract
In this study, we develop consistent estimators for key parameters that govern the dynamics of tumor cell populations when subjected to pharmacological treatments. While these treatments often lead to an initial reduction in the abundance of drug-sensitive cells, a population of drug-resistant cells frequently emerges over time, resulting in cancer recurrence. Samples from recurrent tumors present as an invaluable data source that can offer crucial insights into the ability of cancer cells to adapt and withstand treatment interventions. To effectively utilize the data obtained from recurrent tumors, we derive several large number limit theorems, specifically focusing on the metrics that quantify the clonal diversity of cancer cell populations at the time of cancer recurrence. These theorems then serve as the foundation for constructing our estimators. A distinguishing feature of our approach is that our estimators only require a single time-point sequencing data from a single tumor, thereby enhancing the practicality of our approach and enabling the understanding of cancer recurrence at the individual level.
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Affiliation(s)
- Kevin Leder
- Department of Industrial and Systems Engineering, University of Minnesota, Twin Cities, MN, 55455, USA
| | - Ruping Sun
- Department of Laboratory Medicine & Pathology Masonic Cancer Center, University of Minnesota, Twin Cities, MN, 55455, USA
| | - Zicheng Wang
- School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China
| | - Xuanming Zhang
- Department of Industrial and Systems Engineering, University of Minnesota, Twin Cities, MN, 55455, USA.
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Simpson D, Ling J, Jing Y, Adamson B. Mapping the Genetic Interaction Network of PARP inhibitor Response. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.19.553986. [PMID: 37645833 PMCID: PMC10462155 DOI: 10.1101/2023.08.19.553986] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Genetic interactions have long informed our understanding of the coordinated proteins and pathways that respond to DNA damage in mammalian cells, but systematic interrogation of the genetic network underlying that system has yet to be achieved. Towards this goal, we measured 147,153 pairwise interactions among genes implicated in PARP inhibitor (PARPi) response. Evaluating genetic interactions at this scale, with and without exposure to PARPi, revealed hierarchical organization of the pathways and complexes that maintain genome stability during normal growth and defined changes that occur upon accumulation of DNA lesions due to cytotoxic doses of PARPi. We uncovered unexpected relationships among DNA repair genes, including context-specific buffering interactions between the minimally characterized AUNIP and BRCA1-A complex genes. Our work thus establishes a foundation for mapping differential genetic interactions in mammalian cells and provides a comprehensive resource for future studies of DNA repair and PARP inhibitors.
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Affiliation(s)
- Danny Simpson
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Jia Ling
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Yangwode Jing
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA
| | - Britt Adamson
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
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Ramaswamy A, Proudfoot JA, Ross AE, Davicioni E, Schaeffer EM, Hu JC. Prostate Cancer Tumor Volume and Genomic Risk. EUR UROL SUPPL 2023; 48:90-97. [PMID: 36743402 PMCID: PMC9895765 DOI: 10.1016/j.euros.2022.12.002] [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] [Accepted: 12/09/2022] [Indexed: 01/09/2023] Open
Abstract
Background Despite the historic association of higher prostate cancer volume with worse oncologic outcomes, little is known about the impact of tumor volume on cancer biology. Objective To characterize the relationship between tumor volume (measured by percent positive cores [PPC]) and cancer biology (measured by Decipher genomic risk classifier [GC]) in men who underwent prostate biopsy. Design setting and participants Prostate biopsies from 52 272 men profiled with Decipher captured in a population-based prospective tumor registry were collected from 2016 to 2021. Outcome measurements and statistical analysis The degree of distribution and correlation of PPC with a GC score across grade group (GG) strata were examined using the Mann-Whitney U test, Pearson correlation coefficient, and multivariable linear regression controlled for clinicopathologic characteristics. Results and limitations A total of 38 921 (74%) biopsies passed quality control (14 331 GG1, 16 159 GG2, 5661 GG3, 1775 GG4, and 995 GG5). Median PPC and GC increased with sequentially higher GG. There was an increasingly positive correlation (r) between PPC and GC in GG2-5 prostate cancer (r [95% confidence interval {CI}]: 0.07 [0.5, 0.8] in GG2, 0.15 [0.12, 0.17] in GG3, 0.20 [0.15, 0.24] in GG4, and 0.25 [0.19, 0.31] in GG5), with no correlation in GG1 disease (r = 0.01, 95% CI [-0.001, 0.03]). In multivariable linear regression, GC was significantly associated with higher PPC for GG2-5 (all p < 0.05) but was not significantly associated with PPC for GG1. Limitations include retrospective design and a lack of final pathology from radical prostatectomy specimens. Conclusions Higher tumor volume was associated with worse GC for GG2-5 prostate cancer, whereas tumor volume was not associated with worse GC for GG1 disease. The finding that tumor volume is not associated with worse cancer biology in GG1 disease encourages active surveillance for most patients irrespective of tumor volume. Patient summary We studied the relationship between prostate cancer tumor volume and cancer biology, as measured by the Decipher genomic risk score, in men who underwent prostate biopsy. We found that tumor volume was not associated with worse cancer biology for low-grade prostate cancer. Our findings reassuringly support recent guidelines to recommend active surveillance for grade group 1 prostate cancer in most patients, irrespective of tumor volume.
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Affiliation(s)
- Ashwin Ramaswamy
- Department of Urology, Weill Cornell Medicine, New York, NY, USA
| | | | - Ashley E. Ross
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Edward M. Schaeffer
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jim C. Hu
- Department of Urology, Weill Cornell Medicine, New York, NY, USA,Corresponding author. 525 East 68th Street Starr 946, New York, NY 10065, USA. Tel. +1 (646) 962-9600; Fax: +1 (646) 962-0715.
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Zhou YM, Liu X, Yang Y, Wang SL, Fang H, Song YW, Liu YP, Jin J, Li N, Lu NN, Jing H, Tang Y, Chen B, Zhang WW, Zhai YR, Men K, Dai JR, Deng M, Qi SN, Li YX. Effects of gross tumor volume and radiation dose on survival and locoregional recurrence in early-stage extranodal NK/T-cell lymphoma treated with intensity-modulated radiation therapy. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04472-6. [DOI: 10.1007/s00432-022-04472-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 11/07/2022] [Indexed: 11/16/2022]
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Xiang Z, He T, Zeng Y, Liu F, Shao B, Yang T, Ma J, Wang X, Yu S, Liu L. Epstein-Barr virus DNA change level combined with tumor volume reduction ratio after inductive chemotherapy as a better prognostic predictor in locally advanced nasopharyngeal carcinoma. Cancer Med 2022; 12:1102-1113. [PMID: 35852473 PMCID: PMC9883421 DOI: 10.1002/cam4.4964] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 05/09/2022] [Accepted: 06/06/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND To explore the prognosis predicting ability of the combined factors, Epstein-Barr virus DNA change level (EBVCL) and tumor volume reduction ratio (TVRR) after inductive chemotherapy (IC), in locally advanced nasopharyngeal carcinoma (LANPC). METHODS From 2010 to 2018, 299 LANPC patients were included in this retrospective study. Receiver operating characteristic (ROC) curve analysis was performed to acquire the best critical values. According to the best critical values of EBVCL and TVRR, patients were stratified into low- and high-risk groups. Kaplan-Meier and ROC curve analyses were utilized to verify the prognostic ability of the new predictor (EBVCL+TVRR). The prognostic values among EBVCL+TVRR, EBVCL, TVRR, TNM stage, and the RECIST 1.1 criteria were compared by ROC curve. The primary end points were overall survival (OS), progression-free survival (PFS), distant metastasis-free survival (DMFS), and locoregional failure-free survival (LRFFS). RESULTS ROC curve analyses of TVRR on three-year survival showed the best critical values of TVRR was 32.72% for OS, 30.21% for PFS and LRFFS, 29.87% for DMFS. The best critical value of EBVCL was 127 copies/ml for OS, and 87.7 copies/ml for PFS, DMFS, and LRFFS. The three-year OS, PFS, DMFS, and LRFFS for low- and high-risk groups were 97.7% versus 78.3% (hazard ratio [HR] = 0.2398; 95% confidence interval [CI]: 0.1277-0.4502; p < 0.0001), 91.1% versus 60.9% (HR = 0.3294; 95% CI: 0.2050-0.5292; p < 0.0001), 94.2% versus 68.7% (HR = 0.2413; 95% CI: 0.1284-0.4535; p < 0.0001) and 97.8% versus 77.9% (HR = 0.3078; 95% CI: 0.1700-0.5573; p = 0.0001), respectively. The maximal area under ROC curve of EBVCL+TVRR, EBVCL, TVRR, TNM stage, and RECIST 1.1 criteria for three-year OS was 0.829, 0.750, 0.711, 0.555, and 0.605, respectively. CONCLUSION The new-developed indicator (EBVCL+TVRR) could better predict the LANPC patient's survival after IC compared with TNM stage system or RECIST 1.1 criteria.
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Affiliation(s)
- Zhong‐zheng Xiang
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Tao He
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Yuan‐yuan Zeng
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Fang Liu
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Bian‐fei Shao
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Tian Yang
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Jia‐chun Ma
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Xi‐ran Wang
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Si‐ting Yu
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China
| | - Lei Liu
- Department of Head and Neck OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China,State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanP.R. China,Department of Radiation OncologyCancer Center, West China Hospital of Sichuan UniversityChengduSichuanP.R. China
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Yan G, Feng Y, Wu M, Li C, Wei Y, Hua L, Zhao G, Hu Z, Yao S, Hou L, Chen X, Liu Q, Huang Q. Prognostic significance of MRI-based late-course tumor volume in locoregionally advanced nasopharyngeal carcinoma. Radiat Oncol 2022; 17:111. [PMID: 35761414 PMCID: PMC9235113 DOI: 10.1186/s13014-022-02087-2] [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: 03/05/2022] [Accepted: 06/20/2022] [Indexed: 11/27/2022] Open
Abstract
Background To validate tumor volume-based imaging markers for predicting local recurrence-free survival (LRFS) in locoregionally advanced nasopharyngeal carcinoma patients, who underwent induction chemotherapy followed by definitive intensity-modulated radiotherapy. Methods We enrolled 145 patients with stage III–IVA nasopharyngeal carcinoma in this retrospective study. Pre-treatment tumor volume (Vpre) and late-course volume (LCV) were measured based on the MRIs scanned before treatment and during the first 3 days in the sixth week of radiotherapy, respectively. The volume regression rate (VRR) was calculated according to Vpre and LCV. Receiver operating characteristic (ROC) curves were used to identify the cut-off best separating patient subgroups in assessing the prognostic value of Vpre, LCV and VRR. The Kaplan–Meier method was used for survival analysis. Prognostic analyses were performed using univariate and multivariate COX proportional hazard models. Results The LCV was 5.3 ± 0.5 (range 0–42.1) cm3; The VRR was 60.4 ± 2.2% (range 2.9–100.0). The median follow-up period was 36 months (range 6–98 months). The cut-off value of LCV determined by the ROC was 6.8 cm3 for LRFS prediction (sensitivity 68.8%; specificity 79.8%). The combination of LCV and VRR for LRFS prediction (AUC = 0.79, P < 0.001, 95% CI 0.67–0.90), LCV (AUC = 0.74, P = 0.002, 95% CI 0.60–0.88) and Vpre (AUC = 0.71, P = 0.007, 95% CI 0.56–0.85) are better than T category (AUC = 0.64, P = 0.062, 95% CI 0.50–0.79) alone. Patients with LCV ≤ 6.8 cm3 had significantly longer LRFS (P < 0.001), disease-free survival (DFS, P < 0.001) and overall survival (OS, P = 0.005) than those with LCV > 6.8 cm3. Multivariate Cox regression showed LCV was the only independent prognostic factor for local control (HR = 7.80, 95% CI 2.69–22.6, P < 0.001). Conclusions LCV is a promising prognostic factor for local control and chemoradiosensitivity in patients with locoregionally advanced NPC. The LCV, and the combination of LCV with VRR are more robust predictors for patient survival than T category.
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Affiliation(s)
- Ge Yan
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Yan Feng
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Mingyao Wu
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Chao Li
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, CB3 0WA, UK.,Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Yiran Wei
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Li Hua
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Guoqi Zhao
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Zhekai Hu
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Shengyu Yao
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Lingtong Hou
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Xuming Chen
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Qianqian Liu
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Qian Huang
- The Comprehensive Cancer Center and Shanghai Key Laboratory of Pancreatic Diseases, School of Medicine, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, 201620, China. .,Cancer Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201620, China.
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Dogan O, Yaprak G, Ozyurt H, Bicakci B, Demircioglu F, Algul E, Isik N. Is fractionated robotic stereotactic body radiosurgery optional salvage treatment for the re-irradiation of locally recurrent nasopharyngeal carcinoma? J Cancer Res Ther 2022; 18:66-71. [DOI: 10.4103/jcrt.jcrt_114_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Li S, Shen L. The change in tumor volume after induction chemotherapy with docetaxel plus cisplatin in 259 nasopharyngeal carcinoma patients. Eur Arch Otorhinolaryngol 2021; 278:3027-3035. [PMID: 33386968 DOI: 10.1007/s00405-020-06477-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 11/05/2020] [Indexed: 11/29/2022]
Abstract
PURPOSE To assess the tumor volume change after induction chemotherapy with docetaxel plus cisplatin (DP) in nasopharyngeal carcinoma (NPC). METHODS A total of 259 non-metastatic NPC patients who received DP induction chemotherapy were retrospectively reviewed. Gross tumor volume of nasopharynx and lymph nodes (GTVnx and GTVnd) were contoured before and after chemotherapy. Univariate and multivariate analyses were performed to identify factors associated with tumor volume reduction. RESULTS For GTVnx, the mean volume before and after chemotherapy were 43.2 cm3 vs 37.4 cm3 (p < 0.001) and the mean relative volume reduction was 12.7%. For GTVnd, the mean volume before and after chemotherapy were 24.6 cm3 vs 17.6 cm3 (p < 0.001) and the mean relative volume reduction was 13.9%. There was a positive linear correlation between the reduction of GTVnx and GTVnd (r = 0.351, p < 0.001). For GTVnx volume reduction, pretreatment GTVnx volume (≤ 20 cm3 vs > 20 cm3, OR = 4.644, p = 0.001) and chemotherapy cycle (2 cycles vs 3 cycles, OR = 2.418, p = 0.009) were independently associated factors. For GTVnd volume reduction, pretreatment GTVnd volume (≤ 8 cm3 vs > 8 cm3, OR = 7.472, p < 0.001) and chemotherapy cycle (2 cycles vs 3 cycles, OR = 2.621, p = 0.007) were independently associated factors. CONCLUSION DP induction chemotherapy reduces tumor volumes moderately in NPC. Larger pre-treatment tumor volumes and three cycles of chemotherapy are associated with higher likelihood of tumor volume reduction.
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Affiliation(s)
- Shan Li
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, 410008, Hunan Province, China
| | - Liangfang Shen
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, 410008, Hunan Province, China.
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Zhang CD, Li M, Hong YJ, Cai ZM, Huang KC, Lin ZX, Yang ZN. Development and Validation of Prognostic Nomograms Based on Gross Tumor Volume and Cervical Nodal Volume for Nasopharyngeal Carcinoma Patients With Concurrent Chemoradiotherapy. Front Oncol 2021; 11:682271. [PMID: 34262866 PMCID: PMC8273655 DOI: 10.3389/fonc.2021.682271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/07/2021] [Indexed: 02/05/2023] Open
Abstract
PURPOSE Our study aimed to establish and validate prognostic nomograms based on gross tumor volume (GTV) and cervical nodal volume (CNV) for nasopharyngeal carcinoma (NPC) patients treated with two cycles of concurrent chemoradiotherapy (CCRT). METHODS From 2012 to 2015, 620 eligible patients who received radical treatment at the Cancer Hospital of Shantou University Medical College were recruited for a nomogram study. Variables were determined in a training set of 463 patients from 2012 to 2014 by X-tile analysis, univariate and multivariate Cox proportional hazard analyses, and the least absolute shrinkage and selection operator (LASSO). Another cohort of 157 patients in 2015 was validated with bootstrap resampling. The concordance index (C-index) and calibration curves were applied to assess its predictive discriminative and accuracy ability, while decision curve analysis (DCA), X-tile analysis and Kaplan-Meier curve for clinical application. RESULTS Independent prognostic variables for overall survival (OS) were age, GTV, CNV, cranial nerve, positive cervical lymph node laterality below the caudal border of cricoid cartilage (LNBC), and were selected for the nomogram. Optimal prognostic factors including Karnofsky performance status (KPS), age, GTV, CNV, LNBC were incorporated in the nomogram for progression-free survival (PFS). In the training set, the C-index of our nomograms for OS and PFS were 0.755 (95% CI, 0.704 to 0.807) and 0.698 (95% CI, 0.652 to 0.744). The calibration curve showed good agreement between nomogram-predicted and actual survival. DCA indicated that our nomograms were of clinical benefit. CONCLUSION Our nomograms are capable of effective prognostic prediction for patients with NPC.
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Affiliation(s)
- Cui-Dai Zhang
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Shantou University Medical College, Shantou University, Shantou, China
- *Correspondence: Zhi-Ning Yang, ; Cui-Dai Zhang,
| | - Mei Li
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
| | - Ying-Ji Hong
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
| | - Ze-Man Cai
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Shantou University Medical College, Shantou University, Shantou, China
| | - Kai-Chun Huang
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Shantou University Medical College, Shantou University, Shantou, China
| | - Zhi-Xiong Lin
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
| | - Zhi-Ning Yang
- Department of Radiation Oncology, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- Nasopharyngeal Carcinoma Research Center, Cancer Hospital, Shantou University Medical College, Shantou University, Shantou, China
- *Correspondence: Zhi-Ning Yang, ; Cui-Dai Zhang,
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Sekhar H, Kochhar R, Carrington B, Kaye T, Tolan D, Saunders MP, Sperrin M, Sebag-Montefiore D, van Herk M, Renehan AG. Three-dimensional (3D) magnetic resonance volume assessment and loco-regional failure in anal cancer: early evaluation case-control study. BMC Cancer 2020; 20:1165. [PMID: 33256671 PMCID: PMC7706015 DOI: 10.1186/s12885-020-07613-7] [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: 07/15/2020] [Accepted: 11/03/2020] [Indexed: 11/23/2022] Open
Abstract
Background The primary aim was to test the hypothesis that deriving pre-treatment 3D magnetic resonance tumour volume (mrTV) quantification improves performance characteristics for the prediction of loco-regional failure compared with standard maximal tumour diameter (1D) assessment in patients with squamous cell carcinoma of the anus undergoing chemoradiotherapy. Methods We performed an early evaluation case-control study at two UK centres (2007–2014) in 39 patients with loco-regional failure (cases), and 41 patients disease-free at 3 years (controls). mrTV was determined using the summation of areas method (Volsum). Reproducibility was assessed using intraclass concordance correlation (ICC) and Bland-Altman limits of agreements. We derived receiver operating curves using logistic regression models and expressed accuracy as area under the curve (ROCAUC). Results The median time per patient for Volsum quantification was 7.00 (inter-quartile range, IQR: 0.57–12.48) minutes. Intra and inter-observer reproducibilities were generally good (ICCs from 0.79 to 0.89) but with wide limits of agreement (intra-observer: − 28 to 31%; inter-observer: − 28 to 46%). Median mrTVs were greater for cases (32.6 IQR: 21.5–53.1 cm3) than controls (9.9 IQR: 5.7–18.1 cm3, p < 0.0001). The ROCAUC for mrT-size predicting loco-regional failure was 0.74 (95% CI: 0.63–0.85) improving to 0.82 (95% CI: 0.72–0.92) when replaced with mrTV (test for ROC differences, p = 0.024). Conclusion Preliminary results suggest that the replacement of mrTV for mrT-size improves prediction of loco-regional failure after chemoradiotherapy for squamous cell carcinoma of the anus. However, mrTV calculation is time consuming and variation in its reproducibility are drawbacks with the current technology. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-020-07613-7.
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Affiliation(s)
- Hema Sekhar
- Division of Molecular & Clinical Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Wilmslow Road, Manchester, M20 4BX, UK.
| | - Rohit Kochhar
- Department of Radiology, The Christie NHS Foundation Trust, Manchester, UK
| | | | - Thomas Kaye
- Department of Clinical Radiology, St James' University Hospital, Leeds, UK
| | - Damian Tolan
- Department of Clinical Radiology, St James' University Hospital, Leeds, UK
| | - Mark P Saunders
- Department of Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Matthew Sperrin
- Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - David Sebag-Montefiore
- Leeds Institute of Cancer & Pathology, University of Leeds, St James' University Hospital, Leeds, UK
| | - Marcel van Herk
- Division of Molecular & Clinical Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Wilmslow Road, Manchester, M20 4BX, UK
| | - Andrew G Renehan
- Division of Molecular & Clinical Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Wilmslow Road, Manchester, M20 4BX, UK
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Li Y, He K, Ma M, Qi X, Bai Y, Liu S, Gao Y, Lyu F, Jia C, Zhao B, Gao X. Using deep learning to model the biological dose prediction on bulky lung cancer patients of partial stereotactic ablation radiotherapy. Med Phys 2020; 47:6540-6550. [PMID: 33012059 DOI: 10.1002/mp.14518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 07/24/2020] [Accepted: 08/16/2020] [Indexed: 11/07/2022] Open
Abstract
PURPOSE To develop a biological dose prediction model considering tissue bio-reactions in addition to patient anatomy for achieving a more comprehensive evaluation of tumor control and promoting the automatic planning of bulky lung cancer. METHODS A database containing images and partial stereotactic ablation boost radiotherapy (P-SABR) plans of 94 bulky lung cancer patients was studied. Patient-specific parameters of gross tumor boost volume (GTVb), planning gross target volume (PGTV), and identified organs at risk (OARs) were extracted via Numpy and simple ITK. The original dose and structure maps for P-SABR patients were resampled to have a voxel resolution of 3.9 × 3.9 × 3 mm3 . Biological equivalent dose (BED) distributions were reprogrammed based on physical dose volumes. A developed deep learning architecture, Nestnet, was adopted as the training framework. We utilized two approaches for data organization to correlate the structures and BED: (a) BED programming before training model (B-Nestnet); (b) BED programming after the training process (D-B Nestnet). The early-stop mechanism was adopted on the validation set to avoid overfitting. The evaluation criteria of predictive accuracy contain the minimum BED of GTVb and PGTV, the maximum and the mean BED of all targets, BED-volume metrics. For comparison, we also used the original Unet for BED prediction. The absolute differences were statistically analyzed with the paired-samples t test. RESULTS The statistical outcomes demonstrate that D-B Nestnet model predicts biological dose distributions accurately. The average absolute biases of [max, mean] BED for GTVb, PGTV are [2.1%, 3.3%] and [2.1%, 4.7%], respectively. Averaging across most of OARs, the D-B Nestnet model is capable of predicting the errors of the max and mean BED within 6.3% and 6.1%, respectively. While the compared models performed worse with averaged max and mean BED prediction errors surpassing 10% on some specific OARs. CONCLUSIONS The study developed a D-B Nestnet model capable of predicting BED distribution accurately for bulky lung cancer patients in P-SABR. The predicted BED map enables a quick intuitive evaluation of tumor ablation, modification of the ablation range to improve BED of tumor targets, and quality assessment. It represents a major step forward toward automated P-SABR planning on bulky lung cancer in real clinical practice.
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Affiliation(s)
- Yue Li
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Kanghui He
- School of Aeronautic Science and Engineering, Beihang University, Beijing, China
| | - Mingwei Ma
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Xin Qi
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Yun Bai
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Siwei Liu
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Yan Gao
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Feng Lyu
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Chenghao Jia
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
| | - Bo Zhao
- Department of Engineering Physics, Tsinghua University, Beijing, China.,Key Laboratory of Particle & Radiation Imaging, Ministry of Education, Tsinghua University, Beijing, China
| | - Xianshu Gao
- Department of Radiation Oncology, Peking University First Hospital, Beijing, China
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12
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Zhou X, He X, Xue F, Ou X, Hu C. Impact of Paranasal Sinus Invasion on Oncologic and Dosimetric Outcomes in Nasopharyngeal Carcinoma Following Intensity-Modulated Radiation Therapy—Implications for Risk Stratification and Planning Optimization. Front Oncol 2020; 10:407. [PMID: 32373507 PMCID: PMC7179663 DOI: 10.3389/fonc.2020.00407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 03/09/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Xin Zhou
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiayun He
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Xiayun He
| | - Fen Xue
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaomin Ou
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Chaosu Hu
- Department of Radiation Oncology, 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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Ni W, Qi W, Xu F, Cao W, Xu C, Chen J, Gao Y. Prognostic value of nasopharynx tumour volume in local-regional advanced nasopharyngeal carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:223. [PMID: 32309370 PMCID: PMC7154488 DOI: 10.21037/atm.2020.01.03] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
Abstract
Background To investigate the prognostic value of pretreatment primary gross tumor with (GTVp) and without retropharyngeal lymph nodes (GTVnx) for predicting survival outcomes in patients with local-regional advanced nasopharyngeal carcinoma (NPC) after intensity-modulated radiation therapy (IMRT). Methods From Jan 2012 to Dec 2017, 148 patients with local-regional advanced NPC who had undergone definitive radiotherapy were identified. GTVnx volume and retropharyngeal lymph nodes (GTVrLNs) volume were measured based on registration of MRI with contrast-enhanced CT images. The Kaplan-Meier method was used for survival analysis. Univariate and multivariate prognostic analyses was performed by using the Cox proportional hazard model. Receiver operating characteristic (ROC) curves were used to identify the cut-off point and assess the prognostic value for GTVnx, GTVp and GTVrLNs. Results The median follow-up time for the entire group was 27 months (ranging 7 to 80 months). The 3-year overall survival (OS) rate was 85%, and the 3-year local failure-free rate (LFFR), distant failure-free rate (DFFR) and disease-free survival (DFS) rates were 93%, 81%, and 73%, respectively. A positive correlation between GTVnx or GTVp volume and T stage was observed (both P<0.001). The 3-year LFFR, OS, and DFS rate, but not for DMFS, in NPC patients with GTVnx ≤42.7 cm3 was significantly better than those with >42.7 cm3 (all P<0.05). Multivariate analysis indicated that GTVnx volume (P=0.041) was the only independent prognostic factor for LFFR, while age and AJCC stage were two independent prognostic factors for OS. Conclusions The GTVnx is an independent prognostic factor for local control, while the prognostic value of GTVrLNs is limited. Physicians are recommended to distinguish between GTVnx and retropharyngeal lymph nodes (RLN) involvement when assessing the risk for local recurrence in advanced NPC.
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Affiliation(s)
- Weiqiong Ni
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Weixiang Qi
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Fei Xu
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Weiguo Cao
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Cheng Xu
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Jiayi Chen
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
| | - Yunsheng Gao
- Department of Radiation Oncology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai 200025, China
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14
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Prognostic efficacy of extensive invasion of primary tumor volume for T3-4 nasopharyngeal carcinoma receiving intensity-modulated radiotherapy. Oral Oncol 2020; 100:104478. [DOI: 10.1016/j.oraloncology.2019.104478] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 10/19/2019] [Accepted: 11/13/2019] [Indexed: 12/12/2022]
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15
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Chen FP, Wen DW, Li F, Lin L, Kou J, Zheng WH, Li L, Zhou GQ, Sun Y. The Role of Post-Neoadjuvant Chemotherapy Tumor Volume for Prognostication and Treatment Guidance in Loco-Regionally Advanced Nasopharyngeal Carcinoma. Cancers (Basel) 2019; 11:cancers11111632. [PMID: 31652988 PMCID: PMC6893427 DOI: 10.3390/cancers11111632] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 10/16/2019] [Accepted: 10/21/2019] [Indexed: 12/08/2022] Open
Abstract
The value of post-neoadjuvant chemotherapy (NACT) tumor volume for prognostication in loco-regionally advanced nasopharyngeal carcinoma (LA-NPC) is unascertained. Here, we recruited 4109 histologically proven LA-NPC (stage III-IVA) that were treated with radical chemo-intensive-modulated radiotherapy (IMRT). Post-NACT gross primary tumor (GTVp) and lymph node (GTVnd) volumes of each patient were calculated from planning computed tomography (CT). We observed similar linear association between GTVp/GTVnd and overall survival (OS); thresholds of 52 cm3 for GTVp and 12 cm3 for GTVnd were consistent for risk discretization for OS, disease-free survival (DFS), distant metastasis-free survival (DMFS), and local relapse-free survival (LRFS). Recursive partitioning analysis (RPA) modelling incorporating T-/N-categories and GTVp/GTVnd yielded four T-N-volume (TNV) risk groupings with disparate OS (p < 0.001). TNV risk stratification outperformed GTVp/GTVnd and eighth edition TNM for predicting OS (AUC 0.643 vs. 0.541–0.591; p < 0.001), DFS (0.629 vs. 0.545–0.580; p < 0.001), and DMFS (0.652 vs. 0.522–0.621; p < 0.001). NACT + concurrent chemoradiotherapy (CCRT) over NACT + IMRT was not superior for low- and low–intermediate-risk groupings (p > 0.05 for both), but superior for intermediate- and high-risk groupings in terms of OS (HR 0.68 (95% CI 0.47–0.99) for intermediate risk, 0.73 (0.55–0.97) for high risk; both p < 0.05). Overall, GTVp/GTVnd represent effective indicators for prognostication and decision-making in LA-NPC after NACT.
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Affiliation(s)
- Fo-Ping Chen
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Dan-Wan Wen
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Feng Li
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Li Lin
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Jia Kou
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Wei-Hong Zheng
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Li Li
- Department of imaging Diagnosis and Interventional Center, State Key Laboratory of Oncology in Southern China, Sun Yat-sen University Cancer Center, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Guan-Qun Zhou
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
| | - Ying Sun
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangdong 510060, China.
- Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Collaborative Innovation Center for Cancer Medicine, No. 651 Dongfeng Eastern Road, Guangdong 510060, China.
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16
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Guo R, Mao YP, Tang LL, Chen L, Sun Y, Ma J. The evolution of nasopharyngeal carcinoma staging. Br J Radiol 2019; 92:20190244. [PMID: 31298937 PMCID: PMC6774596 DOI: 10.1259/bjr.20190244] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 05/25/2019] [Accepted: 06/01/2019] [Indexed: 12/24/2022] Open
Abstract
The prevalence of nasopharyngeal carcinoma is characterized by an unbalanced distribution: the disease is particularly prevalent in East and Southeast Asia. In this article, we review the evolution of the International Union Against Cancer/American Joint Committee on Cancer staging system for nasopharyngeal carcinoma. With the increasing using of newer imaging methods, more advanced radiotherapy techniques and systemic chemotherapy, we also discuss newer clinical features that might affect staging. Finally, we propose the future direction of staging and potential prognostic factors that have a major influence on the treatment outcomes of this disease.
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Affiliation(s)
- Rui Guo
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
| | - Yan-Ping Mao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
| | - Ling-Long Tang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
| | - Lei Chen
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
| | - Ying Sun
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
| | - Jun Ma
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People’s Republic of China
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17
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Li M, Liu F, Zhang F, Zhou W, Jiang X, Yang Y, Qu K, Wang Y, Ma Q, Wang T, Bai L, Wang Z, Song X, Zhu Y, Yuan R, Gao Y, Liu Y, Jin Y, Li H, Xiang S, Ye Y, Zhang Y, Jiang L, Hu Y, Hao Y, Lu W, Chen S, Gu J, Zhou J, Gong W, Zhang Y, Wang X, Liu X, Liu C, Liu H, Liu Y, Liu Y. Genomic ERBB2/ ERBB3 mutations promote PD-L1-mediated immune escape in gallbladder cancer: a whole-exome sequencing analysis. Gut 2019; 68:1024-1033. [PMID: 29954840 DOI: 10.1136/gutjnl-2018-316039] [Citation(s) in RCA: 115] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 05/18/2018] [Accepted: 05/22/2018] [Indexed: 02/05/2023]
Abstract
OBJECTIVES Patients with gallbladder carcinoma (GBC) lack effective treatment methods largely due to the inadequacy of both molecular characterisation and potential therapeutic targets. We previously uncovered a spectrum of genomic alterations and identified recurrent mutations in the ErbB pathway in GBC. Here, we aimed to study recurrent mutations of genes and pathways in a larger cohort of patients with GBC and investigate the potential mechanisms and clinical significance of these mutations. DESIGN We performed whole-exome sequencing (WES) in 157 patients with GBC. Functional experiments were applied in GBC cell lines to explore the oncogenic roles of ERBB2/ERBB3 hotspot mutations, their correlation with PD-L1 expression and the underlying mechanisms. ERBB inhibitors and a PD-L1 blocker were used to evaluate the anticancer activities in co-culture systems in vitro and in vivo. RESULTS WES identified ERBB2 and ERBB3 mutations at a frequency of 7%-8% in the expanded cohort, and patients with ERBB2/ERBB3 mutations exhibited poorer prognoses. A set of in vitro and in vivo experiments revealed increased proliferation/migration on ERBB2/ERBB3 mutation. Ectopic expression of ERBB2/ERBB3 mutants upregulated PD-L1 expression in GBC cells, effectively suppressed normal T-cell-mediated cytotoxicity in vitro through activation of the PI3K/Akt signalling pathway and contributed to the growth and progression of GBC in vivo. Treatment with an ERBB2/ERBB3 inhibitor or a PD-L1 monoclonal antibody reversed these immunosuppressive effects, and combined therapy revealed promising therapeutic activities. CONCLUSIONS ERBB2/ERBB3 mutations may serve as useful biomarkers in identifying patients who are sensitive to ERBB2/ERBB3 inhibitors and PD-L1 monoclonal antibody treatment. TRIAL REGISTRATION NUMBER NCT02442414;Pre-results.
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Affiliation(s)
- Maolan Li
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Fatao Liu
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Fei Zhang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Weiping Zhou
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Xiaoqing Jiang
- Department of Biliary Tract Surgery I, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Yuan Yang
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Kai Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, China
| | - Yueqi Wang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qiang Ma
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Ting Wang
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Lu Bai
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Zheng Wang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Xiaoling Song
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yidi Zhu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Ruiyan Yuan
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yuan Gao
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yongchen Liu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yunpeng Jin
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Huaifeng Li
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Shanshan Xiang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yuanyuan Ye
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yijian Zhang
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Lin Jiang
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yunping Hu
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yajuan Hao
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Wei Lu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Shili Chen
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Jun Gu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Jian Zhou
- Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Wei Gong
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Yong Zhang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuefeng Wang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
| | - Xiyong Liu
- Department of Molecular Pharmacology, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Chang Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, China
| | - Houbao Liu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yun Liu
- Department of Oncology, Fudan University Pudong Medical Center, Shanghai, China
| | - Yingbin Liu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, China
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18
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Nishio N, Fujimoto Y, Hiramatsu M, Maruo T, Tsuzuki H, Mukoyama N, Yokoi S, Wada A, Kaneko Furukawa M, Furukawa M, Sone M. Diagnosis of cervical lymph node metastases in head and neck cancer with ultrasonic measurement of lymph node volume. Auris Nasus Larynx 2019; 46:889-895. [PMID: 30857763 DOI: 10.1016/j.anl.2019.02.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 01/16/2019] [Accepted: 02/05/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The purpose of this study was to evaluate the usefulness of ultrasound (US) volume measurement of the cervical lymph nodes for diagnosing nodal metastasis in patients with head and neck cancer using a node-by-node comparison. METHODS Thirty-four consecutive patients with head and neck cancer from one tertiary university hospital were prospectively enrolled from 2012 to 2017. Patients with histologically proven squamous cell primary tumors in the head and neck region scheduled to undergo a therapeutic neck dissection were eligible. For each patient, 1-4 target lymph nodes were selected from the planned neck dissection levels. Lymph nodes with thickness >20 mm or in a cluster were excluded. Node-by-node comparisons between the pre-operative US assessment, the post-operative actual measurements and histopathological results were performed for all target lymph nodes. Quantitative measurements, such as three diameters, ratios of the three diameters and volume were analyzed in this study. Lymph node volume was calculated using the ellipsoid formula. RESULTS Patients comprised 28 men and 6 women with a mean age of 60.0 years (range, 29-80 years) at the time of surgery. In total, 67 target lymph nodes were analyzed in this study and the thickness ranged from 3.9 to 20.0 mm (mean 8.0 mm). There was a strong correlation between the US volume and post-operative actual volume (ρ = 0.87, p < 0.01). The US volume measured 2156 ± 2156 mm3 for the tumor positive nodes, which was significantly greater than the US volume of 512 ± 315 mm3 for tumor negative nodes (p < 0.01). Significant differences between tumor positive and tumor negative nodes were found in five variables (volume, thickness, major axis, minor axis and ratio of minor axis to thickness) for total lymph nodes. To identify predictors of lymph node metastasis, ROC curves of the US variables of target lymph nodes were compared, of which 4 variables were considered acceptable for predicting the lymph node metastasis: volume (AUC 0.86), thickness (AUC 0.86), major axis (AUC 0.79), and minor axis (AUC 0.79) for total lymph nodes. The optimal cut-off level for US volume in total lymph nodes was found to be 1242 mm3, whereby a 62% sensitivity and 98% specificity was reached (likelihood ratio: 25.2). CONCLUSION Pre-operative ultrasonic volume measurement of the cervical lymph nodes was useful for early detection of cervical nodal metastasis in head and neck cancer.
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Affiliation(s)
- Naoki Nishio
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan; Department of Otolaryngology, Stanford University, Stanford, CA, USA.
| | - Yasushi Fujimoto
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Mariko Hiramatsu
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takashi Maruo
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hidenori Tsuzuki
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Nobuaki Mukoyama
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Sayaka Yokoi
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Akihisa Wada
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | | | - Masaki Furukawa
- Department of Otorhinolaryngology, Hiro-Yama Clinic, Tokyo, Japan
| | - Michihiko Sone
- Department of Otorhinolaryngology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Tubin S, Popper HH, Brcic L. Novel stereotactic body radiation therapy (SBRT)-based partial tumor irradiation targeting hypoxic segment of bulky tumors (SBRT-PATHY): improvement of the radiotherapy outcome by exploiting the bystander and abscopal effects. Radiat Oncol 2019; 14:21. [PMID: 30696472 PMCID: PMC6352381 DOI: 10.1186/s13014-019-1227-y] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 01/20/2019] [Indexed: 12/31/2022] Open
Abstract
Background Despite the advances in oncology, patients with bulky tumors have worse prognosis and often receive only palliative treatments. Bulky disease represents an important challenging obstacle for all currently available radical treatment options including conventional radiotherapy. The purpose of this study was to assess a retrospective outcome on the use of a newly developed unconventional stereotactic body radiation therapy (SBRT) for PArtial Tumor irradiation of unresectable bulky tumors targeting exclusively their HYpoxic segment (SBRT-PATHY) that exploits the non-targeted effects of radiotherapy: bystander effects (local) and the abscopal effects (distant). Materials and methods Twenty-three patients with bulky tumors received partial bulky irradiation in order to induce the local non-targeted effect of radiation (bystander effect). The hypoxic tumor segment, called the bystander tumor volume (BTV), was defined using PET and contrast-enhanced CT, as a hypovascularized-hypometabolic junctional zone between the central necrotic and peripheral hypervascularized-hypermetabolic tumor segment. Based on tumor site and volume, the BTV was irradiated with 1–3 fractions of 10–12 Gy prescribed to 70% isodose-line. The pathologic lymph nodes and metastases were not irradiated in order to assess the distant non-targeted effects of radiation (abscopal effect). No patient received any systemic therapy. Results At the time of analysis, with median follow-up of 9.4 months (range: 4–20), 87% of patients remained progression-free. The bystander and abscopal response rates were 96 and 52%, respectively. Median shrinkage of partially irradiated bulky tumor expressing intensity of the bystander effect was 70% (range 30–100%), whereas for the non-irradiated metastases (intensity of the abscopal effect), it was 50% (range 30–100%). No patient experienced acute or late toxicity of any grade. Conclusions SBRT-PATHY showed very inspiring results on exploitation of the radiation-hypoxia-induced non-targeted effects that need to be confirmed through our ongoing prospective trial. Present study has been retrospectively registered by the local ethic committee under study number A 26/18.
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Affiliation(s)
- Slavisa Tubin
- KABEG Klinikum Klagenfurt, Institute of Radiation Oncology, Feschnigstraße 11, 9020, Klagenfurt am Wörthersee, Austria.
| | - Helmut H Popper
- Medical University of Graz, Diagnostic and Research Institute of Pathology, Neue Stiftingtalstrasse 6, 8036, Graz, Austria
| | - Luka Brcic
- Medical University of Graz, Diagnostic and Research Institute of Pathology, Neue Stiftingtalstrasse 6, 8036, Graz, Austria
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Xiang Z, Liu F, Yan R, Zeng Y, He T, Zeng Z, Zhu Z, Bai L, Ma J, Liu L. The prognostic value of volumetric reduction of the target lesions after induction chemotherapy in locoregionally advanced nasopharyngeal carcinoma. Head Neck 2019; 41:1863-1872. [PMID: 30620441 DOI: 10.1002/hed.25620] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 11/11/2018] [Accepted: 12/12/2018] [Indexed: 02/06/2023] Open
Affiliation(s)
- Zhong‐zheng Xiang
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Fang Liu
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Ruo‐nan Yan
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Yuan‐yuan Zeng
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Tao He
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Zhen Zeng
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Zhi‐hui Zhu
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Long Bai
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Jia‐chun Ma
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
| | - Lei Liu
- Department of Head and Neck Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China HospitalSichuan University Chengdu Sichuan P.R. China
- Department of Radiation Oncology, Cancer Center, West China HospitalSichuan University Chengdu Sichuan P.R. China
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21
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Jeong Y, Lee SW. Tumor volume/metabolic information can improve the prognostication of anatomy based staging system for nasopharyngeal cancer? Evaluation of the 8th edition of the AJCC/UICC staging system for nasopharyngeal cancer. Radiat Oncol J 2018; 36:295-303. [PMID: 30630268 PMCID: PMC6361247 DOI: 10.3857/roj.2018.00430] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 12/17/2018] [Indexed: 12/31/2022] Open
Abstract
Purpose We evaluated prognostic value of the 8th edition of the American Joint Committee on Cancer/International Union for Cancer Control (AJCC/UICC) staging system for nasopharyngeal cancer and investigated whether tumor volume/metabolic information refined prognostication of anatomy based staging system. Materials and Methods One hundred thirty-three patients with nasopharyngeal cancer who were staged with magnetic resonance imaging (MRI) and treated with intensity-modulated radiotherapy (IMRT) between 2004 and 2013 were reviewed. Multivariate analyses were performed to evaluate prognostic value of the 8th edition of the AJCC/UICC staging system and other factors including gross tumor volume and maximum standardized uptake value of primary tumor (GTV-T and SUV-T). Results Median follow-up period was 63 months. In multivariate analysis for overall survival (OS), stage group (stage I-II vs. III-IVA) was the only significant prognostic factor. However, 5-year OS rates were not significantly different between stage I and II (100% vs. 96.2%), and between stage III and IVA (80.1% vs. 71.7%). Although SUV-T and GTV-T were not significant prognostic factors in multivariate analysis, those improved prognostication of stage group. The 5-year OS rates were significantly different between stage I-II, III-IV (SUV-T ≤ 16), and III-IV (SUV-T > 16) (97.2% vs. 78% vs. 53.8%), and between stage I, II-IV (GTV-T ≤ 33 mL), and II-IV (GTV-T > 33 mL) (100% vs. 87.3% vs. 66.7%). Conclusion Current anatomy based staging system has limitations on prognostication for nasopharyngeal cancer despite the most accurate assessment of tumor extent by MRI. Tumor volume/metabolic information seem to improve prognostication of current anatomy based staging system, and further studies are needed to confirm its clinical significance.
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Affiliation(s)
- Yuri Jeong
- Department of Radiation Oncology, Wonkwang University Hospital, Wonkwang University School of Medicine, Iksan, Korea
| | - Sang-Wook Lee
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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22
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Lee VH, Lam KO, Chang AT, Lam TC, Chiang CL, So TH, Choi CW, Lee AW. Management of Nasopharyngeal Carcinoma: Is Adjuvant Therapy Needed? J Oncol Pract 2018; 14:594-602. [PMID: 30312564 DOI: 10.1200/jop.18.00219] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Nasopharyngeal carcinoma of the undifferentiated histologic subtype is endemic and prevalent in southeast Asia. The dramatic improvement of treatment outcomes and overall prognosis during the past few decades has been attributed to advances in disease screening and diagnosis, diagnostic imaging, radiotherapy techniques, use of combination systemic therapy, and dedicated clinical and biomarker surveillance. The current practice of treating patients with advanced locoregional disease using cisplatin concurrent with conventional fractionated radiotherapy, followed by adjuvant cisplatin and fluorouracil, was established in 1998 when the landmark Intergroup-0099 Study demonstrated a survival benefit with the addition of systemic therapy. There is little doubt regarding the need for concurrent chemotherapy, but there has been uncertainty about the magnitude of the benefit attributed to the adjuvant phase. Furthermore, instead of one-size-fits-all recommendations, it will be ideal if we can tailor adjuvant therapy to high-risk patients only to avoid unnecessary toxicities. In addition, recent evidence suggests that induction chemotherapy before concurrent chemoradiation can achieve better outcomes, especially in distant control, even in the modern era of intensity-modulated radiation therapy. This article provides a comprehensive review of key literature on the current management of locoregionally advanced nasopharyngeal carcinoma and highlights future research directions to unravel these controversies.
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Affiliation(s)
- Victor H. Lee
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Ka-On Lam
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Amy T. Chang
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Tai-Chung Lam
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Chi-Leung Chiang
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Tsz-Him So
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Cheuk-Wai Choi
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
| | - Anne W. Lee
- The University of Hong Kong, Hong Kong, Special Administrative Region; and The University of Hong Kong-Shenzhen Hospital, Shenzhen, People’s Republic of China
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Giambattista J, McVicar N, Hamilton S, Martin M, Maas B, Ho C, Wu J, Tran E, Hay J, Berthelet E. Magnetic Resonance Imaging Volumetry of Primary Nasopharyngeal Cancer in Patients Treated with Induction Gemcitabine and Cisplatin Followed by Concurrent Cisplatin and Volumetric Modulated Arc Therapy. Cureus 2018; 10:e3296. [PMID: 30443466 PMCID: PMC6235650 DOI: 10.7759/cureus.3296] [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] [Indexed: 11/24/2022] Open
Abstract
Introduction The addition of induction chemotherapy (IC) to the standard concurrent chemoradiotherapy (CCRT) is under consideration in locally advanced nasopharyngeal carcinoma (LANPC). To-date, no studies have reported primary gross tumour volume (GTVp) changes using gemcitabine and cisplatin as the IC phase in LANPC. We investigated the timing and magnitude of GTVp response throughout sequential gemcitabine and cisplatin IC and CCRT for LANPC. Toxicity and tumour control probability (TCP) analyses are also presented Methods Ten patients with LANPC underwent sequential IC and CCRT between 2011 and 2015. All patients had magnetic resonance imaging (MRI) at three time points: before IC (MRI0), after IC (MRI1), and three months after CCRT (MRI3). Five of the 10 patients had an additional MRI four to five weeks into CCRT (MRI2). GTVp contours were delineated retrospectively using contrast-enhanced MRIs, and each GTVp underwent secondary review by a neuroradiologist. Acute toxicities were graded retrospectively via chart review based on the National Cancer Institute Common Terminology for Adverse Events version 4.0 (NCI CTCAE v4.0). Results Mean GTVp reduction between MRI0 - MRI1 was from 68 cc to 47 cc and from 47 cc to 9 cc between MRI1 - MRI3. In patients with MRI2, the mean GTVp reduction between MRI1 - MRI2 was from 57 cc to 32 cc. Tumour control probability estimates increased by 0.11 after IC. Patients tolerated the treatment well with one Grade IV toxicity event. Conclusion The observed GTVp response and improved tumor control probability support further investigation into the use of IC in LANPC.
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Affiliation(s)
- Joshua Giambattista
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Nevin McVicar
- Medical Physics, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Sarah Hamilton
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Montgomery Martin
- Radiology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Benjamin Maas
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Cheryl Ho
- Medical Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Jonn Wu
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Eric Tran
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - John Hay
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
| | - Eric Berthelet
- Radiation Oncology, British Columbia Cancer, Vancouver Cancer Centre, Vancouver, CAN
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Chen C, Fei Z, Huang C, Ding J, Chen L. Prognostic value of tumor burden in nasopharyngeal carcinoma. Cancer Manag Res 2018; 10:3169-3175. [PMID: 30214309 PMCID: PMC6126477 DOI: 10.2147/cmar.s169459] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The prognostic value of primary tumor volume (TV) in nasopharyngeal carcinoma (NPC) has been confirmed. However, studies of the prognosis value of tumor burden, including TV and nodal volume (NV), have been relatively infrequent. Therefore, the aim of this study was to evaluate the prognostic value of tumor burden in NPC patients treated with intensity-modulated radiotherapy. METHODS Receiver operating characteristics curves were generated to determine rational cutoff points for TV and NV. The volumes identified included 12.5, 25.0, and 50.0 mL, and 0, 12.5, and 25 mL, respectively. According to these cutoff volumes, four subgroups were established for TV as TV1-TV4, and four subgroups were established for NV as NV0-NV3. Then, the entire cohort (992 NPC patients) was divided into 16 subgroups according to these four levels of TV and NV. Based on similarities in the 5-year overall survival (OS) rates for these 16 subgroups, four patient groups were established, G1-G4. RESULTS The mean TV and NV values for our cohort were 39.5±30.8 mL and 16.5±17.6 mL, respectively. The 5-year distant failure-free rate, the 5-year disease-free survival rate, and the 5-year OS rate for G3 and G4 were significantly lower than those for G1 and G2. In particular, the OS curves of the four patient groups were significantly separated. A multivariate analysis identified TV >50 mL, T-stage (3-4), and N-stage (2-3) as adverse prognostic factors for OS. CONCLUSIONS The results of this study demonstrate that tumor burden has a significant prognostic value for NPC patients treated with intensity-modulated radiotherapy. Hence, tumor burden, including TV and NV, should be incorporated into the current staging system for NPC to improve prognostic significance.
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Affiliation(s)
- Chuanben Chen
- Department of Radiation Oncology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, Fujian, People's Republic of China,
- Provincial Clinical College, Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Zhaodong Fei
- Department of Radiation Oncology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, Fujian, People's Republic of China,
- Provincial Clinical College, Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Chaoxiong Huang
- Provincial Clinical College, Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Jianming Ding
- Department of Radiation Oncology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, Fujian, People's Republic of China,
- Provincial Clinical College, Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Lisha Chen
- Department of Radiation Oncology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, Fujian, People's Republic of China,
- Provincial Clinical College, Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
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25
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Interobserver variations in the delineation of target volumes and organs at risk and their impact on dose distribution in intensity-modulated radiation therapy for nasopharyngeal carcinoma. Oral Oncol 2018; 82:1-7. [DOI: 10.1016/j.oraloncology.2018.04.025] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 04/10/2018] [Accepted: 04/30/2018] [Indexed: 12/13/2022]
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Kunheri B, Agarwal G, Sunil PS, Nair AR, Pushpaja KU. Nasopharyngeal carcinoma: Experience and treatment outcome with radical conformal radiotherapy from a tertiary care center in India. Indian J Cancer 2018; 54:502-507. [PMID: 29798947 DOI: 10.4103/ijc.ijc_287_17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND AND AIM The majority of nasopharyngeal carcinoma (NPC) reports on the outcome and prognostic factors are from endemic high-risk regions. Data on the outcome of Indian patients are sparse. In this study, we retrospectively analyzed the outcome of NPC patients treated radically with conformal radiotherapy (RT). The primary objective was to assess the outcome, and the secondary objectives were to assess treatment-related morbidities and the impact of various prognostic factors on the outcome. MATERIALS AND METHODS Sixty-eight patients with biopsy-proven NPC who received radical conformal RT, i.e., three-dimensional conformal RT or intensity-modulated RT (IMRT) during 2004-2013 were analyzed. All patients received conformal RT with or without chemotherapy. Statistical analysis was performed using Statistical Package for the Social Sciences (SPSS, version 20.0) software, IBM, USA. Survival analysis was performed using Kaplan-Meier method. For calculating the hazard ratio of the prognostic factors, univariate and multivariate Cox regression analyses were done. Chi-square test was used to determine the association. RESULTS In this study, with a median follow-up of 43 months, the overall survival (OS), disease-free survival, and cause-specific survival were 91, 85.2, and 98.4% at 2 years and 78.3, 72.8, and 88.2% at 3 years, respectively. The locoregional failure was low (3%), and the 5-year cause-specific survival with chemoradiation was excellent (79%), even with 50% of the patients being nonmetastatic Stage IV. Eleven out of 12 failures were distant metastases. The treatment-related late morbidities were acceptable and better with IMRT. Significant prognostic factors affecting the outcome were composite stage of the disease and the interval between diagnosis and treatment initiation. CONCLUSION In locally-advanced NPC, excellent local control is possible with modern conformal RT with concurrent chemotherapy. Distant metastases remain a therapeutic challenge despite systemic chemotherapy. Novel systemic therapies are needed in the future for improving the OS of these patients.
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Affiliation(s)
- Beena Kunheri
- Department of Radiotherapy, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, Kerala, India
| | - Gunjan Agarwal
- Department of Radiotherapy, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, Kerala, India
| | - P S Sunil
- Department of Radiotherapy, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, Kerala, India
| | - Anoop Ramesan Nair
- Department of Radiotherapy, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, Kerala, India
| | - K U Pushpaja
- Department of Radiotherapy, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, Kerala, India
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Yao JJ, Zhou GQ, Wang YQ, Wang SY, Zhang WJ, Jin YN, Zhang F, Li L, Liu LZ, Cheng ZB, Ma J, Qi ZY, Sun Y. Prognostic values of the integrated model incorporating the volume of metastatic regional cervical lymph node and pretreatment serum Epstein-Barr virus DNA copy number in predicting distant metastasis in patients with N1 nasopharyngeal carcinoma. CHINESE JOURNAL OF CANCER 2017; 36:98. [PMID: 29284539 PMCID: PMC5747160 DOI: 10.1186/s40880-017-0264-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 12/12/2017] [Indexed: 01/08/2023]
Abstract
Background According to the 7th edition of the American Joint Committee on Cancer (AJCC) staging system, over 50% of patients with nasopharyngeal carcinoma (NPC) have N1 disease at initial diagnosis. However, patients with N1 NPC are relatively under-researched, and the metastasis risk of this group is not well-stratified. This study aimed to evaluate the prognostic values of gross tumor volume of metastatic regional lymph node (GTVnd) and pretreatment serum copy number of Epstein–Barr virus (EBV) DNA in predicting distant metastasis of patients with N1 NPC, and to develop an integrated prognostic model that incorporates GTVnd and EBV DNA copy number for this group of patients. Methods The medical records of 787 newly diagnosed patients with nonmetastatic, histologically proven N1 NPC who were treated at Sun Yat-sen University Cancer Center between November 2009 and February 2012 were analyzed. Computed tomography-derived GTVnd was measured using the summation-of-area technique. Blood samples were collected before treatment to quantify plasma EBV DNA. The receiver operating characteristic (ROC) curve analysis was used to evaluate the cut-off point for GTVnd, and the area under the ROC curve was used to assess the predicted validity of GTVnd. The survival rates were assessed by Kaplan–Meier analysis, and the survival curves were compared using a log-rank test. Multivariate analysis was conducted using the Cox proportional hazard regression model. Results The 5-year distant metastasis-free survival (DMFS) rates for patients with GTVnd > 18.9 vs. ≤ 18.9 mL were 82.2% vs. 93.2% (P < 0.001), and for patients with EBV DNA copy number > 4000 vs. ≤ 4000 copies/mL were 83.5% vs. 93.9% (P < 0.001). After adjusting for GTVnd, EBV DNA copy number, and T category in the Cox regression model, both GTVnd > 18.9 mL and EBV DNA copy number > 4000 copies/mL were significantly associated with poor prognosis (both P < 0.05). According to combination of GTVnd and EBV DNA copy number, all patients were divided into low-, moderate-, and high-risk groups, with the 5-year DMFS rates of 96.1, 87.4, and 73.8%, respectively (P < 0.001). Multivariate analysis confirmed the prognostic value of this model for distant metastatic risk stratification (hazard ratio [HR], 4.17; 95% confidence interval [CI] 2.34–7.59; P < 0.001). Conclusions GTVnd and serum EBV DNA copy number are independent prognostic factors for predicting distant metastasis in NPC patients with N1 disease. The prognostic model incorporating GTVnd and EBV DNA copy number may improve metastatic risk stratification for this group of patients.
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Affiliation(s)
- Ji-Jin Yao
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China.,Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, 519001, P. R. China
| | - Guan-Qun Zhou
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Ya-Qin Wang
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Si-Yang Wang
- Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, 519001, P. R. China
| | - Wang-Jian Zhang
- Department of Medical Statistics and Epidemiology & Health Information Research Center & Guangdong Key Laboratory of Medicine, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, 510080, P. R. China
| | - Ya-Nan Jin
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Fan Zhang
- Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, 519001, P. R. China
| | - Li Li
- Department of Imaging Diagnosis and Interventional Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Li-Zhi Liu
- Department of Imaging Diagnosis and Interventional Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Zhi-Bin Cheng
- Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong, 519001, P. R. China
| | - Jun Ma
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China
| | - Zhen-Yu Qi
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China.
| | - Ying Sun
- Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P. R. China.
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Dejaco D, Steinbichler T, Schartinger VH, Fischer N, Anegg M, Dudas J, Posch A, Widmann G, Riechelmann H. Prognostic value of tumor volume in patients with head and neck squamous cell carcinoma treated with primary surgery. Head Neck 2017; 40:728-739. [PMID: 29272056 DOI: 10.1002/hed.25040] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 05/02/2017] [Accepted: 11/07/2017] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Tumor volume in head and neck squamous cell carcinoma (HNSCC) was mainly measured in nonsurgically treated patients. We analyzed the influence of tumor volume on complete response (CR), overall survival (OS), and clear surgical margins also in primarily surgically treated patients. METHODS In contrast-enhanced CTs, the tumor volumes of patients with incident HNSCC were measured. RESULTS The tumor volumes of 259 patients were measured, of which 125 patients (48%) underwent primary surgery and 102 patients (84%) had clear margins. The tumor volume was not an independent factor for CR at the primary tumor site. Risk of death increased by 1.4% per mL of tumor volume (95% confidence interval [CI] 0.8%-2.0%; P < .001). The OS was better in patients treated with primary surgery, if the tumor volume was ≤12 mL (P < .001). Risk of involved margins increased by 4.5% per mL of tumor volume (95% CI 0.9%-8.3%; P = .003). The predicted probability of clear margins was ≥80% in tumor volumes ≤ 16 mL. CONCLUSION The tumor volume had an impact on CR, OS, and clear margins. The tumor volume may also aid in selecting HNSCC treatment.
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Affiliation(s)
- Daniel Dejaco
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Teresa Steinbichler
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Volker H Schartinger
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Natalie Fischer
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Maria Anegg
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Jozsef Dudas
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Andrea Posch
- Department of Radiation Oncology, Medical University of Innsbruck, Innsbruck, Austria
| | - Gerlig Widmann
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Herbert Riechelmann
- Department of Otorhinolaryngology - Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
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Song Y, Xiao H, Yang Z, Geng M, Ma J, Ren Y, Liu Y, Wang G. The predictive value of pre- and post-induction chemotherapy plasma EBV DNA level and tumor volume for the radiosensitivity of locally advanced nasopharyngeal carcinoma. EXCLI JOURNAL 2017; 16:1268-1275. [PMID: 29333129 PMCID: PMC5763095 DOI: 10.17179/excli2017-752] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 11/13/2017] [Indexed: 11/10/2022]
Abstract
This study was dedicated to investigate the predictive value of pre- and post-induction chemotherapy plasma EBV (Epstein-Barr Virus) DNA level and tumor volume for the radiosensitivity of locally advanced NPC. 129 previously untreated locally advanced NPC patients were enrolled. Plasma EBV-DNA copy number and tumor volume was detected before and after induction chemotherapy. The tumor volume was also measured after radiotherapy. Among 129 patients, 98 were positive for EBV DNA. The residual gross target volume of the primary tumor (GTVnx) and GTVnd after radiotherapy was positively correlated with post-induction chemotherapy EBV copy number (rho=0.357, P<0.001; rho=0.356, P<0.001, respectively). Univariate logistic regression analyses showed that the AUC of ROC curves of post-induction chemotherapy tumor volume, tumor regression rate before and after induction chemotherapy, post-induction EBV copy number, EBV decrease rate for predicting no residual nasopharyngeal tumor were 0.859, 0.782, 0.678 and 0.657, respectively. Multivariate logistic analyses showed that T stage, post-induction chemotherapy EBV copy number and tumor volume were independent predictors for no residual nasopharyngeal tumor after radiotherapy. The changes in plasma EBV DNA and tumor volume during treatment could be used to predict the sensitivity of locally advanced NPC patients in response to intensity-modulated radiation therapy (IMRT).
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Affiliation(s)
- Yang Song
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - He Xiao
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Zhenzhou Yang
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Mingying Geng
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Jungang Ma
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Yujiang Ren
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Yun Liu
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
| | - Ge Wang
- Department of Oncology, Third Affiliated Hospital of Third Military Medical University, Chongqing, China
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Yan DF, Zhang WB, Ke SB, Zhao F, Yan SX, Wang QD, Teng LS. The prognostic value of pretreatment tumor apparent diffusion coefficient values in nasopharyngeal carcinoma. BMC Cancer 2017; 17:678. [PMID: 29020937 PMCID: PMC5637091 DOI: 10.1186/s12885-017-3658-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 09/26/2017] [Indexed: 11/10/2022] Open
Abstract
Background Diffusion-weighted MR imaging (DWI) has increasingly contributed to the management of nasopharyngeal carcinoma (NPC) patients. The objective of this paper was to explore the prognostic significance of apparent diffusion coefficient (ADC) values in 93 NPC patients. Methods This retrospective study included 93 newly diagnosed NPC patients. Pretreatment ADC values were determined and compared with patients’ age, gender, alcohol intake, smoking, tumor volume, pathological type, tumor stage, and nodal stage. Using the Kaplan-Meier method, overall survival (OS), local relapse-free survival (LRFS), and distant metastasis-free survival (DMFS) were calculated and the values compared between the low and high ADC groups. Multivariate analysis of ADC values and other 9 clinical parameters was performed using a Cox proportional hazards model to test the independent significance for OS, LRFS and DMFS. Results The mean ADC value for the initial nasopharyngeal tumors was 0.72 × 10−3 mm2/s (range: 0.48–0.97 × 10−3 mm2/s). There was no significant difference between pretreatment ADCs and patient’ gender, age, smoking, alcohol intake, or tumor stage. A significant difference in the ADCs for different N stages (P = 0.022) and correlation with initial tumor volume (r = −0.26, P = 0.012) were observed. In comparison, the ADC value for undifferentiated carcinoma was lower than that for other 3 pathological types. With a median follow-up period of 50 months, the 3-year and 5-year OS rates were 88.2% and 83.3%, respectively, 3-year and 5-year LRFS rates were 93.5% and 93.3%, respectively, and 3-year and 5-year DMFS rates were 83.9% and 83.3%, respectively. Patients with tumor ADC values ≥0.72 × 10−3 mm2/s exhibited longer OS and LRFS periods compared with tumor ADC values <0.72 × 10−3 mm2/s, with P values 0.036 and 0.018, respectively. In addition, patients with deaths or recurrences or distant metastasis had significant lower ADC values than those without disease failures. According to a multivariate analysis using the Cox proportional hazard test, ADC values showed a significant correlation with OS (P = 0.0004), LRFS (P = 0.0009), and DMFS (P < 0.0001), respectively. Conclusions Pretreatment tumor ADC values supposed to be a noninvasive important prognostic parameter for NPC.
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Affiliation(s)
- Dan-Fang Yan
- Department of Radiation Oncology, the First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou, Zhejiang, 310003, People's Republic of China
| | - Wen-Bao Zhang
- Department of Radiation Oncology, the First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou, Zhejiang, 310003, People's Republic of China
| | - Shan-Bao Ke
- Department of Radiation Oncology, Henan Province People's Hospital, Zhengzhou, Henan, 450000, China
| | - Feng Zhao
- Department of Radiation Oncology, the First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou, Zhejiang, 310003, People's Republic of China
| | - Sen-Xiang Yan
- Department of Radiation Oncology, the First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou, Zhejiang, 310003, People's Republic of China.
| | - Qi-Dong Wang
- Department of Radiology, the First Affiliated Hospital, College of Medicine, Zhejiang University, Zhejiang, Hangzhou, 310003, China
| | - Li-Song Teng
- Department of Oncology, the First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Zhejiang, Hangzhou, 310003, China.
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Cervical nodal volume for prognostication and risk stratification of patients with nasopharyngeal carcinoma, and implications on the TNM-staging system. Sci Rep 2017; 7:10387. [PMID: 28871162 PMCID: PMC5583337 DOI: 10.1038/s41598-017-10423-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 08/07/2017] [Indexed: 11/10/2022] Open
Abstract
We aim to evaluate the quantitative parameters of 18F-FDG PET/CT (metabolic parameters) and MRI (morphologic parameters) for prognostication and risk stratification in nasopharyngeal carcinoma (NPC). 200 (147 males, aged 50 ± 13 years-old, mean ± S.D.) newly diagnosed patients with NPC (TxNxM0) were prospectively recruited. Primary tumor and nodal lesions were identified and segmented for both morphologic (volume, VOL) and metabolic (SUV and MTV) quantification. Independent predictive factors for recurrence free survival (RFS) and overall survival (OS) were morphologic nodal volume (VOL_N, p < 0.001), TNM-stage (p = 0.022), N-Stage (p = 0.024) for RFS, and VOL_N (p = 0.014) for OS. Using Classification and Regression Tree (CART) analysis, three risk-layers were identified for RFS: Stage I/II with VOL_N < 18cc (HR = 1), stage III /IV with VOL_N < 18cc (HR = 2.93), VOL_N ≥ 18cc (HR = 7.84) regardless of disease stage (p < 0.001). For OS, two risk layers were identified: VOL_N < 18cc (HR = 1), VOL_N ≥ 18cc (HR = 4.23) (p = 0.001). The 18cc threshold for morphologic nodal volume was validated by an independent cohort (n = 105). Based on the above risk-classification, 35 patients (17.5%) would have a higher risk than suggested by the TNM-staging system. Thus, morphologic nodal volume is an important factor in prognostication and risk stratification in NPC, and should be incorporated into the staging system, while PET parameters have no advantage for this purpose in our cohort.
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Nakanishi Y, Wakisaka N, Kondo S, Endo K, Sugimoto H, Hatano M, Ueno T, Ishikawa K, Yoshizaki T. Progression of understanding for the role of Epstein-Barr virus and management of nasopharyngeal carcinoma. Cancer Metastasis Rev 2017; 36:435-447. [PMID: 28819752 PMCID: PMC5613035 DOI: 10.1007/s10555-017-9693-x] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Nasopharyngeal carcinoma (NPC) is very common in southern China and Southeast Asia. In regions where NPC is endemic, undifferentiated subtypes constitute most cases and are invariably associated with Epstein-Barr virus (EBV) infection, whereas the differentiated subtype is more common in other parts of the world. Undifferentiated NPC is a unique malignancy with regard to its epidemiology, etiology, and clinical presentation. Clinically, NPC is highly invasive and metastatic, but sensitive to both chemotherapy and radiotherapy (RT). Overall prognosis has dramatically improved over the past three decades because of advances in management, including the improvement of RT technology, the broader application of chemotherapy, and more accurate disease staging. Despite the excellent local control with modern RT, distant failure remains a challenging problem. Advances in molecular technology have helped to elucidate the molecular pathogenesis of NPC. This article reviews the contribution of EBV gene products to NPC pathogenesis and the current management of NPC.
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Affiliation(s)
- Yosuke Nakanishi
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Naohiro Wakisaka
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Satoru Kondo
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Kazuhira Endo
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Hisashi Sugimoto
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Miyako Hatano
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Takayoshi Ueno
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Kazuya Ishikawa
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan
| | - Tomokazu Yoshizaki
- Division of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kanazawa University, 13-1 Takaramachi, Kanazawa, 920-8640, Japan.
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Liang SB, Teng JJ, Hu XF, Yang XL, Luo M, Fang XN, Liu DS, Chen Y, Fu LW. Prognostic value of total tumor volume in patients with nasopharyngeal carcinoma treated with intensity-modulated radiotherapy. BMC Cancer 2017; 17:506. [PMID: 28754109 PMCID: PMC5534070 DOI: 10.1186/s12885-017-3480-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 07/11/2017] [Indexed: 01/18/2023] Open
Abstract
Background Few studies have evaluated the prognostic value of total tumor volume (TTV), which reflects both the primary tumor volume and nodal tumor volume, in NPC. Furthermore, the relationship between TTV and survival remains unknown. The purpose of this study was to evaluate the prognostic value of TTV in patients with NPC treated with intensity-modulated radiation therapy (IMRT). Methods TTV was retrospectively assessed in 455 patients with newly diagnosed, non-metastatic NPC. All patients were treated using IMRT; 91.1% (288/316) of patients with stage III-IVb also received cisplatin-based chemotherapy. Receiver operating characteristic (ROC) curves were used to identify the optimal TTV cut-off point and examine the prognostic value of combined TTV with current clinical stage. Results Mean TTV was 11.1 cm3 (range, 0.3–27.9 cm3) in stage I, 22.5 cm3 (1.3–92.4 cm3) in stage II, 40.6 cm3 in stage III (3.2–129.2 cm3), and 77.5 cm3 in stage IVa-b (7.1–284.1 cm3). For all patients, the 4-year estimated FFS, OS, DMFS, and LRRFS rates for patients with a TTV ≤ 28 vs. > 28 cm3 were 93 vs. 71.4% (P < 0.001), 95.1 vs. 75.4% (P < 0.001), 94.5 vs. 79.4% (P < 0.001), and 96.2 vs. 88% (P = 0.001). TTV was an independent prognostic factor for FFS, OS, DMFS and LRRFS in all patients. In stage III-IVb, 4-year estimated FFS, OS, DMFS, and LRRFS for a TTV ≤28 vs. >28 cm3 were 88.9 vs. 70.5% (P = 0.001), 96.2 vs. 72.7% (P < 0.001), 91.2 vs. 78.3% (P = 0.008), and 93.8 vs. 87.6% (P = 0.063). TTV was an independent prognostic factor for FFS, OS and DMFS in stage III-IVb. Receiver operating characteristic (ROC) curve analysis curves revealed adding TTV to clinical stage had superior prognostic value for treatment failure compared to clinical stage alone (P = 0.016). Conclusions TTV is an important prognosticator for treatment outcome and significantly improves the prognostic value of the current staging system for patients with NPC treated with IMRT.
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Affiliation(s)
- Shao-Bo Liang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China.,Department of Radiation Oncology, Cancer Center, First People's Hospital of Foshan Affiliated to Sun Yat-sen University, Foshan, China
| | - Jian-Jian Teng
- Department of Radiation Oncology, Cancer Center, First People's Hospital of Foshan Affiliated to Sun Yat-sen University, Foshan, China
| | - Xue-Feng Hu
- Department of Radiation Oncology, Cancer Center, First People's Hospital of Foshan Affiliated to Sun Yat-sen University, Foshan, China
| | - Xing-Li Yang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China
| | - Min Luo
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China
| | - Xiao-Na Fang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China
| | - Dong-Sheng Liu
- Department of Medical Statistics, First People's Hospital of Foshan Affiliated to Sun Yat-sen University, Foshan, China
| | - Yong Chen
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China. .,Department of Radiation Oncology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
| | - Li-Wu Fu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China.
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Jin YN, Yao JJ, Wang SY, Zhang WJ, Zhou GQ, Zhang F, Cheng ZB, Ma J, Mo HY, Sun Y. Prognostic value of primary gross tumor volume and standardized uptake value of 18F-FDG in PET/CT for distant metastasis in locoregionally advanced nasopharyngeal carcinoma. Tumour Biol 2017; 39:1010428317717843. [PMID: 28671052 DOI: 10.1177/1010428317717843] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Distant metastasis has become the predominant model of treatment failures in patients with locoregionally advanced nasopharyngeal carcinoma. Effort should therefore be made to stratify locoregionally advanced nasopharyngeal carcinoma patients into different groups based on the risk of metastasis to improve prognosis and tailor individualized treatments. This study aims to assess the value of primary gross tumor volume and the maximum standardized uptake value for predicting distant metastasis-free survival of patients with locoregionally advanced nasopharyngeal carcinoma. A total of 294 locoregionally advanced nasopharyngeal carcinoma patients who were identified from prospectively maintained database and underwent fluor-18-fluorodeoxyglucose positron emission tomography/computed tomography imaging before treatment were included. The maximum standardized uptake value was recorded for the primary tumor (SUVmax-P) and neck lymph nodes (SUVmax-N). Computed tomography-derived primary gross tumor volume was measured using the summation-of-area technique. At 5 years, the distant metastasis-free survival rate was 83.7%. The cut-off of the SUVmax-P, SUVmax-N, and primary gross tumor volume for distant metastasis-free survival was 8.95, 5.75, and 31.3 mL, respectively, by receiver operating characteristic curve. In univariate analysis, only SUVmax-N (hazard ratio: 7.01; 95% confidence interval: 1.70-28.87; p < 0.01) and clinical stage (hazard ratio: 3.03; 95% confidence interval: 1.67-5.47; p = 0.007) were confirmed as independent predictors of distant metastasis-free survival. A prognostic model was derived by SUVmax-N and clinical stage: low risk (SUVmax-N < 5.75 regardless of clinical stage), medium risk (stage III and SUVmax-N ≥ 5.75), and high risk (stage IV and SUVmax-N ≥ 5.75). Multivariate analysis revealed that SUVmax-N and the prognostic model remained independent prognostic factors for distant metastasis-free survival (p = 0.023 and p < 0.001, respectively), but the clinical stage became insignificant (p = 0.133). Furthermore, the adjusted hazard ratios for the prognostic model were higher than SUVmax-N (hazard ratio = 6.27 vs 5.21, respectively). In summary, compared with SUVmax-P, SUVmax-N may be a better predictor of distant metastasis-free survival for patients with locoregionally advanced nasopharyngeal carcinoma. Combining SUVmax-N with clinical stage gives a more precise picture in predicting distant metastasis.
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Affiliation(s)
- Ya-Nan Jin
- 1 Department of Nasopharyngeal Carcinoma, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Ji-Jin Yao
- 2 Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China.,3 Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, P.R. China
| | - Si-Yang Wang
- 3 Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, P.R. China
| | - Wang-Jian Zhang
- 4 Department of Medical Statistics and Epidemiology & Health Information Research Center & Guangdong Key Laboratory of Medicine, School of Public Health, Sun Yat-sen University, Guangzhou, P.R. China
| | - Guan-Qun Zhou
- 2 Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Fan Zhang
- 3 Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, P.R. China
| | - Zhi-Bin Cheng
- 3 Department of Radiation Oncology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, P.R. China
| | - Jun Ma
- 2 Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Hao-Yuan Mo
- 1 Department of Nasopharyngeal Carcinoma, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Ying Sun
- 2 Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
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A Study of 358 Cases of Locally Advanced Nasopharyngeal Carcinoma Receiving Intensity-Modulated Radiation Therapy: Improving the Seventh Edition of the American Joint Committee on Cancer T-Staging System. BIOMED RESEARCH INTERNATIONAL 2017; 2017:1419676. [PMID: 28265567 PMCID: PMC5318629 DOI: 10.1155/2017/1419676] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 11/30/2016] [Accepted: 12/28/2016] [Indexed: 11/18/2022]
Abstract
To evaluate the rationality and limitations of the seventh edition of the American Joint Committee on Cancer (the 7th AJCC edition) T-staging system for locally advanced nasopharyngeal carcinoma (NPC). The prognosis of 358 patients with stage T3/T4 NPC treated with intensity-modulated radiotherapy (IMRT) was analyzed with the Kaplan–Meier method or the log-rank test. The 7th AJCC staging system of NPC has some limitations in that the T category is neither the significant factor in OS/LRFS nor the independent prognostic factor in OS/LRFS/DMFS/DFS (P > 0.05). After adjustment by anatomic structures, univariate analysis has shown that the adjusted-T category has statistical significance between T3 and T4 for OS (86.4% and 71.3%, P = 0.002), LRFS (97% and 90.9%, P = 0.048), DMFS (90.9% and 77.2%, P = 0.001), and DFS (86.2% and 67.5%, P = 0.000), and multivariate analysis has shown that the adjusted-T category is an independent prognostic factor for OS/DMFS/DFS (with the exception of LRFS). Then, GTV-P was taken into consideration. Multivariate analysis showed that these nT categories serve as suitable independent prognostic factors for OS/DMFS/DFS (P < 0.001) and LRFS (HR = 3.131; 95% CI, 1.090–8.990; P = 0.043). The 7th AJCC staging system has limitations and should be improved by including the modifications suggested, such as anatomic structures and tumor volume adjustment.
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He YX, Wang Y, Cao PF, Shen L, Zhao YJ, Zhang ZJ, Chen DM, Yang TB, Huang XQ, Qin Z, Dai YY, Shen LF. Prognostic value and predictive threshold of tumor volume for patients with locally advanced nasopharyngeal carcinoma receiving intensity-modulated radiotherapy. CHINESE JOURNAL OF CANCER 2016; 35:96. [PMID: 27852284 PMCID: PMC5112747 DOI: 10.1186/s40880-016-0159-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 06/21/2016] [Indexed: 11/18/2022]
Abstract
Background Gross target volume of primary tumor (GTV-P) is very important for the prognosis prediction of patients with nasopharyngeal carcinoma (NPC), but it is unknown whether the same is true for locally advanced NPC patients treated with intensity-modulated radiotherapy (IMRT). This study aimed to clarify the prognostic value of tumor volume for patient with locally advanced NPC receiving IMRT and to find a suitable cut-off value of GTV-P for prognosis prediction. Methods Clinical data of 358 patients with locally advanced NPC who received IMRT were reviewed. Receiver operating characteristic (ROC) curves were used to identify the cut-off values of GTV-P for the prediction of different endpoints [overall survival (OS), local relapse-free survival (LRFS), distant metastasis-free survival (DMFS), and disease-free survival (DFS)] and to test the prognostic value of GTV-P when compared with that of the American Joint Committee on Cancer T staging system. Results The 358 patients with locally advanced NPC were divided into two groups by the cut-off value of GTV-P as determined using ROC curves: 219 (61.2%) patients with GTV-P ≤46.4 mL and 139 (38.8%) with GTV-P >46.4 mL. The 3-year OS, LRFS, DMFS, and DFS rates were all higher in patients with GTV-P ≤46.4 mL than in those with GTV-P > 46.4 mL (all P < 0.05). Multivariate analysis indicated that GTV-P >46.4 mL was an independent unfavorable prognostic factor for patient survival. The ROC curve verified that the predictive ability of GTV-P was superior to that of T category (P < 0.001). The cut-off values of GTV-P for the prediction of OS, LRFS, DMFS, and DFS were 46.4, 57.9, 75.4 and 46.4 mL, respectively. Conclusion In patients with locally advanced NPC, GTV-P >46.4 mL is an independent unfavorable prognostic indicator for survival after IMRT, with a prognostic value superior to that of T category.
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Affiliation(s)
- Yu-Xiang He
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Ying Wang
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Peng-Fei Cao
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, P. R. China
| | - Lin Shen
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Ya-Jie Zhao
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Zi-Jian Zhang
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Deng-Ming Chen
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, P. R. China
| | - Tu-Bao Yang
- School of Public Health, Central South University, Changsha, Hunan, 410008, P. R. China
| | - Xin-Qiong Huang
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Zhou Qin
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - You-Yi Dai
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China
| | - Liang-Fang Shen
- Department of Oncology, Xiangya Hospital, Central South University, No. 87, Xiangya Road, Changsha, Hunan, 410008, P. R. China.
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Niu ZJ, Li T, Liang ZG, Chen XQ, Zhao W, Zhu XD. The Value of Tumor Diameter in Predicting Prognosis of Nasopharyngeal Carcinoma Treated with Intensity-Modulated Radiotherapy. Otolaryngol Head Neck Surg 2016; 156:305-311. [PMID: 28145845 DOI: 10.1177/0194599816674661] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Zhi-Jie Niu
- Department of Radiation Oncology, Affiliated Cancer Hospital of Guangxi Medical University, Cancer Institute of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Tao Li
- Department of Radiation, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Zhong-Guo Liang
- Department of Radiation Oncology, Affiliated Cancer Hospital of Guangxi Medical University, Cancer Institute of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xiao-Qian Chen
- Department of Radiation Oncology, Affiliated Cancer Hospital of Guangxi Medical University, Cancer Institute of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Wei Zhao
- Department of Radiation Oncology, Affiliated Cancer Hospital of Guangxi Medical University, Cancer Institute of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xiao-Dong Zhu
- Department of Radiation Oncology, Affiliated Cancer Hospital of Guangxi Medical University, Cancer Institute of Guangxi Zhuang Autonomous Region, Nanning, China
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Qin L, Wu F, Lu H, Wei B, Li G, Wang R. Tumor Volume Predicts Survival Rate of Advanced Nasopharyngeal Carcinoma Treated with Concurrent Chemoradiotherapy. Otolaryngol Head Neck Surg 2016; 155:598-605. [PMID: 27071443 DOI: 10.1177/0194599816644408] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 03/23/2016] [Indexed: 11/15/2022]
Abstract
Objective To delineate the prognostic value of primary gross tumor volume (GTVp) for patients with locoregionally advanced nasopharyngeal carcinoma (NPC) treated with concurrent chemoradiotherapy. Study Design Analysis of prognostic variables in a prospective cohort. Setting Department of Radiotherapy, First Affiliated Hospital of Guangxi Medical University, China. Subjects and Methods Between January 2006 and August 2008, 249 patients with stage III-IVb NPC, all treated by intensity-modulated radiotherapy plus concurrent chemotherapy, were included in this multicenter prospective study. GTVp was measured with treatment-planning computed tomography or magnetic resonance imaging scans. Results GTVp was significantly associated with locoregional control, distant metastasis, and overall survival for patients with advanced NPC. Furthermore, T classification was not an independent prognostic factor. In receiver operator receiver operating characteristic curve analysis, 33 mL was determined as the cutoff points of GTVp for OS and locoregional control. Patients with a GTVp ≥33 mL had poorer OS, worse locoregional control, and more distant metastasis than patients with a GTVp <33 mL ( P = .006, .009, .002, and .007, respectively). Conclusions GTVp had significant prognostic value for patients with advanced NPC. The incorporation of GTVp could improve the current TNM classification system.
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Affiliation(s)
- Li Qin
- Department of Radiation Oncology, First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
- Department of Radiation Oncology, Liuzhou Worker Hospital, Liuzhou, People’s Republic of China
| | - Fang Wu
- Department of Radiation Oncology, First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Heming Lu
- Department of Radiation Oncology, People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, People’s Republic of China
| | - Bo Wei
- Department of Epidemiology and Social Medicine, Guangxi Medical University, Nanning, People’s Republic of China
| | - Guisheng Li
- Department of Radiation Oncology, Liuzhou Worker Hospital, Liuzhou, People’s Republic of China
| | - Rensheng Wang
- Department of Radiation Oncology, First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
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Pan JJ, Ng WT, Zong JF, Lee SWM, Choi HCW, Chan LLK, Lin SJ, Guo QJ, Sze HCK, Chen YB, Xiao YP, Kan WK, O'Sullivan B, Xu W, Le QT, Glastonbury CM, Colevas AD, Weber RS, Lydiatt W, Shah JP, Lee AWM. Prognostic nomogram for refining the prognostication of the proposed 8th edition of the AJCC/UICC staging system for nasopharyngeal cancer in the era of intensity-modulated radiotherapy. Cancer 2016; 122:3307-3315. [PMID: 27434142 DOI: 10.1002/cncr.30198] [Citation(s) in RCA: 111] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 06/12/2016] [Accepted: 06/20/2016] [Indexed: 12/26/2022]
Abstract
BACKGROUND The objective of this study was to develop a nomogram for refining prognostication for patients with nondisseminated nasopharyngeal cancer (NPC) staged with the proposed 8th edition of the American Joint Committee on Cancer (AJCC)/Union for International Cancer Control (UICC) staging system. METHODS Consecutive patients who had been investigated with magnetic resonance imaging, staged with the proposed 8th edition of the AJCC/UICC staging system, and irradiated with intensity-modulated radiotherapy from June 2005 to December 2010 were analyzed. A cohort of 1197 patients treated at Fujian Provincial Cancer Hospital was used as the training set, and the results were validated with 412 patients from Pamela Youde Nethersole Eastern Hospital. Cox regression analyses were performed to identify significant prognostic factors for developing a nomogram to predict overall survival (OS). The discriminative ability was assessed with the concordance index (c-index). A recursive partitioning algorithm was applied to the survival scores of the combined set to categorize the patients into 3 risk groups. RESULTS A multivariate analysis showed that age, gross primary tumor volume, and lactate dehydrogenase were independent prognostic factors for OS in addition to the stage group. The OS nomogram based on all these factors had a statistically higher bias-corrected c-index than prognostication based on the stage group alone (0.712 vs 0.622, P <.01). These results were consistent for both the training cohort and the validation cohort. Patients with <135 points were categorized as low-risk, patients with 135 to <160 points were categorized as intermediate-risk, and patients with ≥160 points were categorized as high-risk. Their 5-year OS rates were 92%, 84%, and 58%, respectively. CONCLUSIONS The proposed nomogram could improve prognostication in comparison with the TNM stage group. This could aid in risk stratification for individual NPC patients. Cancer 2016;122:3307-3315. © 2016 American Cancer Society.
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Affiliation(s)
- Jian Ji Pan
- Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China.,Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fujian, China
| | - Wai Tong Ng
- Department of Clinical Oncology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Jing Feng Zong
- Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China.,Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fujian, China
| | - Sarah W M Lee
- Department of Clinical Oncology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Horace C W Choi
- Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong, China
| | - Lucy L K Chan
- Department of Clinical Oncology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Shao Jun Lin
- Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China.,Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fujian, China
| | - Qiao Juan Guo
- Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China.,Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fujian, China
| | - Henry C K Sze
- Department of Clinical Oncology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Yun Bin Chen
- Department of Radiology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China
| | - You Ping Xiao
- Department of Radiology, Fujian Provincial Cancer Hospital, Provincial Clinical College of Fujian Medical University, Fujian, China
| | - Wai Kuen Kan
- Department of Diagnostic Radiology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Brian O'Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre/University of Toronto, Toronto, Ontario, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Quynh Thu Le
- Department of Radiation Oncology, Stanford University, Stanford, California
| | - Christine M Glastonbury
- Department of Clinical Radiology, University of California San Francisco, San Francisco, California
| | - A Dimitrios Colevas
- Department of Medicine (Oncology), Stanford Cancer Institute, Stanford University, Stanford, California
| | - Randal S Weber
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - William Lydiatt
- Department of Otolaryngology, University of Nebraska Medical Center, Omaha, Nebraska
| | - Jatin P Shah
- Department of Head and Neck Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anne W M Lee
- Department of Clinical Oncology, University of Hong Kong/University of Hong Kong-Shenzhen Hospital, Hong Kong, China.
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Lu L, Li J, Zhao C, Xue W, Han F, Tao T, Chang H, Jia W, Lu T. Prognostic efficacy of combining tumor volume with Epstein-Barr virus DNA in patients treated with intensity-modulated radiotherapy for nasopharyngeal carcinoma. Oral Oncol 2016; 60:18-24. [PMID: 27531868 DOI: 10.1016/j.oraloncology.2016.06.013] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 06/17/2016] [Accepted: 06/18/2016] [Indexed: 01/11/2023]
Abstract
OBJECTIVES To evaluate the prognostic effect of combining tumor volume with pre-treatment plasma Epstein-Barr virus DNA (EBV DNA) in patients treated with intensity-modulated radiotherapy (IMRT) for nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS A total of 180 consecutive NPC patients enrolled in this observational, prospective study and underwent IMRT. Tumor volume was delineated with IMRT planning system and plasma EBV DNA level was quantified by polymerized chain-reaction assay. The effects of tumor volume and EBV DNA level, either alone or in combination, on 5-year overall survival (OS) were cross-compared. RESULTS The 5-year OS in patients with gross tumor volume of nasopharynx (GTVnx)⩽20cc and >20cc was significantly different (P=0.001). The 5-year OS in patients with EBV DNA <6800copies/mL and ⩾6800copies/mL was also significantly different (P<0.001). Based on the combination of GTVnx with EBV DNA, the 5-year OS in different subgroups was: low-risk (100%), intermediate-risk (87.8%, 95% CI: 70.6-95.2%) and high-risk (61.3%, 95% CI: 47.9-72.2%). Patients with small tumor volume and high EBV DNA level had a worse prognosis than those with large tumor and low EBV DNA level. Patients with low EBV DNA levels, and either small or large tumor volumes, had favorable prognosis. According to small or large tumor volume, patients with high EBV DNA level were divided into intermediaterisk and high-risk subgroups. CONCLUSION Combining tumor volume with pre-treatment plasma EBV DNA level altered survival-risk definition for subgroups of NPC patients and this combination, more than individual factors alone, improved the accuracy of prognostic evaluation.
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Affiliation(s)
- Lixia Lu
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Jiaxin Li
- Department of Radiation Oncology, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan Road II, Guangzhou 510080, China
| | - Chong Zhao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Wenqiong Xue
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Fei Han
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Tang Tao
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China; Department of Molecular Diagnostics, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China
| | - Hui Chang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Weihua Jia
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Taixiang Lu
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou 510060, China; Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China.
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Law BKH, King AD, Bhatia KS, Ahuja AT, Kam MKM, Ma BB, Ai QY, Mo FKF, Yuan J, Yeung DKW. Diffusion-Weighted Imaging of Nasopharyngeal Carcinoma: Can Pretreatment DWI Predict Local Failure Based on Long-Term Outcome? AJNR Am J Neuroradiol 2016; 37:1706-12. [PMID: 27151750 DOI: 10.3174/ajnr.a4792] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 02/27/2016] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE Pretreatment prediction of patients with nasopharyngeal carcinoma who will fail conventional treatment would potentially allow these patients to undergo more intensive treatment or closer posttreatment monitoring. The aim of the study was to determine the ability of pretreatment DWI to predict local failure in patients with nasopharyngeal carcinoma based on long-term clinical outcome. MATERIALS AND METHODS One hundred fifty-eight patients with pretreatment DWI underwent analysis of the primary tumor to obtain the ADC mean, ADC skewness, ADC kurtosis, volume, and T-stage. Univariate and multivariate analyses using logistic regression were performed to compare the ADC parameters, volume, T-stage, and patient age in primary tumors with local failure and those with local control, by using a minimum of 5-year follow-up to confirm local control. RESULTS Local control was achieved in 131/158 (83%) patients (range, 60.3-117.7 months) and local failure occurred in 27/158 (17%) patients (range, 5.2-79.8 months). Compared with tumors with local control, those with local failure showed a significantly lower ADC skewness (ADC values with the greatest frequencies were shifted away from the lower ADC range) (P = .006) and lower ADC kurtosis (curve peak broader) (P = .024). The ADC skewness remained significant on multivariate analysis (P = .044). There was a trend toward higher tumor volumes in local failure, but the volume, together with T-stage and ADC mean, were not significantly different between the 2 groups. CONCLUSIONS Pretreatment DWI of primary tumors found that the skewness of the ADC distribution curve was a predictor of local failure in patients with nasopharyngeal carcinoma, based on long-term clinical outcome.
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Affiliation(s)
- B K H Law
- From the Departments of Imaging and Interventional Radiology (B.K.H.L., A.D.K., K.S.B., A.T.A., Q.Y.A.)
| | - A D King
- From the Departments of Imaging and Interventional Radiology (B.K.H.L., A.D.K., K.S.B., A.T.A., Q.Y.A.)
| | - K S Bhatia
- From the Departments of Imaging and Interventional Radiology (B.K.H.L., A.D.K., K.S.B., A.T.A., Q.Y.A.)
| | - A T Ahuja
- From the Departments of Imaging and Interventional Radiology (B.K.H.L., A.D.K., K.S.B., A.T.A., Q.Y.A.)
| | - M K M Kam
- Clinical Oncology (M.K.M.K., B.B.M., F.K.F.M., D.K.W.Y.), The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong S.A.R., China
| | - B B Ma
- Clinical Oncology (M.K.M.K., B.B.M., F.K.F.M., D.K.W.Y.), The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong S.A.R., China
| | - Q Y Ai
- From the Departments of Imaging and Interventional Radiology (B.K.H.L., A.D.K., K.S.B., A.T.A., Q.Y.A.)
| | - F K F Mo
- Clinical Oncology (M.K.M.K., B.B.M., F.K.F.M., D.K.W.Y.), The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong S.A.R., China
| | - J Yuan
- Medical Physics and Research Department (J.Y.), Hong Kong Sanatorium and Hospital, Happy Valley, Hong Kong S.A.R., China
| | - D K W Yeung
- Clinical Oncology (M.K.M.K., B.B.M., F.K.F.M., D.K.W.Y.), The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong S.A.R., China
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Zang J, Li C, Zhao LN, Wang JH, Xu M, Luo SQ, Hitchcock YJ, Shi M. Prognostic Model of Death and Distant Metastasis for Nasopharyngeal Carcinoma Patients Receiving 3DCRT/IMRT in Nonendemic Area of China. Medicine (Baltimore) 2016; 95:e3794. [PMID: 27227955 PMCID: PMC4902379 DOI: 10.1097/md.0000000000003794] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Revised: 03/26/2016] [Accepted: 04/25/2016] [Indexed: 12/22/2022] Open
Abstract
Few studies were conducted to explore the prognostic factors for nonendemic nasopharyngeal carcinoma (NPC) in the era of 3-dimensional conformal radiation therapy (3DCRT)/intensity-modulated radiation therapy (IMRT). The aim of this study was to evaluate the potential prognostic factors for nonendemic NPC.Between January 2004 and December 2011, a total of 393 nonendemic NPC patients receiving 3DCRT/IMRT were reviewed according to the inclusion and exclusion criteria. The prognostic factors we analyzed included age, T stage, N stage, lymph node diameter, primary tumor volume, WHO histology types, and cranial nerve related symptoms. All patients were staged according to the 7th edition of the American Joint Committee on Cancer (AJCC) system. The factors found to be associated with the endpoints by univariate analyses were then entered into multivariate Cox proportional hazards regression analysis.The median follow-up time was 61.4 months (range: 4-130 months). The 5-year local recurrent-free survival (LRFS), nodal relapse-free survival (NRFS), distant metastasis free survival (DMFS), and disease-specific survival (DSS) for all patients were 89.3%, 96.4%, 73.5%, and 74.3%, respectively. Multivariate analysis indicated that N stage (N2-3), WHO pathologic type II, and primary tumor volume (>23 mL) were 3 independent prognostic factors for DSS and DMFS. According to the number of prognostic factors, patients were divided into 3 risk groups: low-risk group (patients without any risk factors); intermediate-risk group (patients with only 1 risk factor); and high-risk group (patients with more than 2 risk factors). The 5-year DSS for low, intermediate, and high-risk groups were 91.5%, 75.2%, and 49.3%, respectively (P < 0.001). The 5-year DMFS for low, intermediate, and high-risk groups were 89.4%, 77.9%, and 49.4%, respectively (P < 0.001).Advanced N stage (N2-3), larger tumor volume (>23 mL), and histological WHO type II are independently prognostic factors for nonendemic NPC patients in China.
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Affiliation(s)
- Jian Zang
- From the Department of Radiation Oncology (JZ, L-NZ, j-HW, MX, S-QL, MS), XiJing Hospital; Department of Health Statistics (CL), Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, Shanxi, China; and Department of Radiation Oncology (YJH), Huntsman Cancer Hospital, University of Utah, Salt Lake City, UT
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Göral A, Aslan C, Bolat Küçükzeybek B, Işık D, Hoşnuter M, Durgun M. Platelet-Rich Fibrin Improves the Viability of Diced Cartilage Grafts in a Rabbit Model. Aesthet Surg J 2016; 36:NP153-62. [PMID: 26961991 DOI: 10.1093/asj/sjv193] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Diced cartilage may be wrapped with synthetic or biological materials before grafting to a recipient site. These materials have unique advantages and disadvantages, and a gold standard is not available. OBJECTIVES The authors investigated the effects of platelet-rich fibrin (PRF) on the survival of cartilage grafts in a rabbit model. METHODS In this experimental study, diced cartilage pieces from the ears of 9 male rabbits were left unwrapped or were wrapped with PRF, oxidized regenerated cellulose, or fascia. Specimens then were placed into subcutaneous pockets prepared on the backs of the rabbits. The animals were sacrificed 2 months after the procedure, and the grafts were excised for macroscopic and histopathologic examination. RESULTS The cartilage graft wrapped with PRF showed superior viability compared with the cartilage graft wrapped with oxidized regenerated cellulose. No significant differences were found among the other groups. The groups were not significantly different in terms of rates of inflammation, fibrosis, or vascularization. CONCLUSIONS PRF enhances the viability of diced cartilage grafts and should be considered an appropriate biological wrapping material for cartilage grafting.
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Affiliation(s)
- Ali Göral
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
| | - Cem Aslan
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
| | - Betül Bolat Küçükzeybek
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
| | - Dağhan Işık
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
| | - Mübin Hoşnuter
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
| | - Mustafa Durgun
- Dr Göral is a Specialist, Department of Plastic, Reconstructive, and Aesthetic Surgery, Manisa Merkezefendi State Hospital, Manisa, Turkey. Dr Aslan is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, İzmir University School of Medicine, İzmir, Turkey. Dr Küçükzeybek is a Specialist, Department of Pathology, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey. Dr Işık is an Associate Professor, Dr Hoşnuter is a Professor, and Dr Durgun is an Assistant Professor, Department of Plastic, Reconstructive, and Aesthetic Surgery, Kâtip Çelebi University Atatürk Training and Research Hospital, İzmir, Turkey
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Wang WT, Li Y, Ma J, Chen XB, Qin JJ. Serum carcinoembryonic antigen levels before initial treatment are associated with EGFR mutations and EML4- ALK fusion gene in lung adenocarcinoma patients. Asian Pac J Cancer Prev 2016; 15:3927-32. [PMID: 24935562 DOI: 10.7314/apjcp.2014.15.9.3927] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Epidermal growth factor receptor (EGFR) mutations and echinoderm microtubule associated protein like 4-anaplastic lymphoma kinase (EML4-ALK) define specific molecular subsets of lung adenocarcinomas with distinct clinical features. Our purpose was to analyze clinical features and prognostic value of EGFR gene mutations and the EML4-ALK fusion gene in lung adenocarcinoma. PATIENTS AND METHODS EGFR gene mutations and the EML4-ALK fusion gene were detected in 92 lung adenocarcinoma patients in China. Tumor marker levels before first treatment were measured by electrochemiluminescence immunoassay. RESULTS EGFR mutations were found in 40.2% (37/92) of lung adenocarcinoma patients, being identified at high frequencies in never-smokers (48.3% vs. 26.5% in smokers; P=0.040) and in patients with abnormal serum carcinoembryonic antigen (CEA) levels before the initial treatment (58.3% vs. 28.6%, P=0.004). Multivariate analysis revealed that a higher serum CEA level before the initial treatment was independently associated with EGFR gene mutations (95%CI: 1.476~11.343, P=0.007). We also identified 8 patients who harbored the EML4-ALK fusion gene (8.7%, 8/92). In concordance with previous reports, younger age was a clinical feature for these (P=0.008). Seven of the positive cases were never smokers, and no coexistence with EGFR mutation was discovered. In addition, the frequency of the EML4-ALK fusion gene among patients with a serum CEA concentration below 5 ng/ml seemed to be higher than patients with a concentration over 5 ng/ml (P=0.021). No significant difference was observed for time to progression and overall survival between EML4-ALK-positive group and EML4-ALK-negative group or between patients with and without an EGFR mutation. CONCLUSIONS The serum CEA level before the initial treatment may be helpful in screening population for EGFR mutations or EML4-ALK fusion gene presence in lung adenocarcinoma patients.
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Affiliation(s)
- Wen-Tao Wang
- Department of Thoracic Surgery, the Affiliated Tumor Hospital of Zhengzhou University, Zhengzhou, China E-mail :
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Zaghloul MS, Eldebawy E, Ahmed S, Ammar H, Khalil E, Abdelrahman H, Zekri W, Elzomor H, Taha H, Elnashar A. Does primary tumor volume predict the outcome of pediatric nasopharyngeal carcinoma?: A prospective single-arm study using neoadjuvant chemotherapy and concomitant chemotherapy with intensity modulated radiotherapy. Asia Pac J Clin Oncol 2016; 12:143-50. [PMID: 26913709 DOI: 10.1111/ajco.12460] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/06/2016] [Indexed: 12/23/2022]
Affiliation(s)
- Mohamed S Zaghloul
- Radiation Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Eman Eldebawy
- Radiation Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Soha Ahmed
- Radiation Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hany Ammar
- Radiation Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ehab Khalil
- Radiation Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hany Abdelrahman
- Pediatric Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Wael Zekri
- Pediatric Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hosam Elzomor
- Pediatric Oncology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hala Taha
- Pathology Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
| | - Amr Elnashar
- Research Departments, Children's Cancer Hospital, Egypt and National Cancer Institute, Cairo University, Cairo, Egypt
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He Y, Wang Y, Shen L, Zhao Y, Cao P, Lei M, Chen D, Yang T, Shen L, Cao S. Prognostic value of the distance between the primary tumor and brainstem in the patients with locally advanced nasopharyngeal carcinoma. BMC Cancer 2016; 16:114. [PMID: 26884234 PMCID: PMC4756467 DOI: 10.1186/s12885-016-2148-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2015] [Accepted: 02/08/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Brainstem dose limitations influence radiation dose reaching to tumor in the patients with locally-advanced nasopharyngeal cancer (NPC). METHODS A retrospective analysis of the prognostic value of the distance between the primary tumor and brainstem (Dbs) in 358 patients with locally-advanced NPC after intensity-modulated radiation therapy (IMRT). Receiver operating characteristic (ROC) curves were used to identify the cut-off value to analyze the impact of Dbs on tumor dose coverage and prognosis. RESULTS The three-year overall survival (OS), local relapse-free survival (LRFS), distant metastasis-free survival (DMFS), and disease-free survival (DFS) were 88.8 vs. 78.4% (P = 0.007), 96.5 vs. 91.1% (P = 0.018), 87.8 vs. 79.3% (P = 0.067), and 84.1 vs. 69.6% (P = 0.002) for the patients with the Dbs > 4.7 vs. ≤ 4.7 mm, respectively. ROC curves revealed Dbs (4.7 mm) combined with American Joint Committee on Cancer (AJCC) T classification had a significantly better prognostic value for OS (P < 0.05). CONCLUSIONS Dbs (≤ 4.7 mm) is an independent negative prognostic factor for OS/LRFS/DFS and enhances the prognostic value of T classification in the patients with locally-advanced NPC.
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Affiliation(s)
- Yuxiang He
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Ying Wang
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Lin Shen
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Yajie Zhao
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Pengfei Cao
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Mingjun Lei
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Dengming Chen
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Tubao Yang
- School of Public Health, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Liangfang Shen
- Department of Oncology, Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
| | - Shousong Cao
- Xiangya Hospital, Central South University, Hunan Province, No. 87, Xiangya Road, Changsha, Hunan Province, 410008, PR China.
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Bruce JP, Hui ABY, Shi W, Perez-Ordonez B, Weinreb I, Xu W, Haibe-Kains B, Waggott DM, Boutros PC, O'Sullivan B, Waldron J, Huang SH, Chen EX, Gilbert R, Liu FF. Identification of a microRNA signature associated with risk of distant metastasis in nasopharyngeal carcinoma. Oncotarget 2015; 6:4537-50. [PMID: 25738365 PMCID: PMC4414210 DOI: 10.18632/oncotarget.3005] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 12/21/2014] [Indexed: 12/23/2022] Open
Abstract
Purpose Despite significant improvement in locoregional control in the contemporary era of nasopharyngeal carcinoma (NPC) treatment, patients still suffer from a significant risk of distant metastasis (DM). Identifying those patients at risk of DM would aid in personalized treatment in the future. MicroRNAs (miRNAs) play many important roles in human cancers; hence, we proceeded to address the primary hypothesis that there is a miRNA expression signature capable of predicting DM for NPC patients. Methods and results The expression of 734 miRNAs was measured in 125 (Training) and 121 (Validation) clinically annotated NPC diagnostic biopsy samples. A 4-miRNA expression signature associated with risk of developing DM was identified by fitting a penalized Cox Proportion Hazard regression model to the Training data set (HR 8.25; p < 0.001), and subsequently validated in an independent Validation set (HR 3.2; p = 0.01). Pathway enrichment analysis indicated that the targets of miRNAs associated with DM appear to be converging on cell-cycle pathways. Conclusions This 4-miRNA signature adds to the prognostic value of the current “gold standard” of TNM staging. In-depth interrogation of these 4-miRNAs will provide important biological insights that could facilitate the discovery and development of novel molecularly targeted therapies to improve outcome for future NPC patients.
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Affiliation(s)
- Jeff P Bruce
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Angela B Y Hui
- Department of Medicine, Stanford University, Stanford, CA, United States
| | - Wei Shi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Bayardo Perez-Ordonez
- Department of Pathology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Ilan Weinreb
- Department of Pathology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Wei Xu
- Division of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Benjamin Haibe-Kains
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Daryl M Waggott
- Department of Medicine, Stanford University, Stanford, CA, United States
| | - Paul C Boutros
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Informatics and Biocomputing Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.,Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Brian O'Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - John Waldron
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Shao Hui Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Eric X Chen
- Division of Medical Oncology, University of Toronto, Toronto, ON, Canada
| | - Ralph Gilbert
- Department of Otolaryngology, University of Toronto, Toronto, ON, Canada
| | - Fei-Fei Liu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
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48
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Zeng L, Guo P, Li JG, Han F, Li Q, Lu Y, Deng XW, Zhang QY, Lu TX. Prognostic score models for survival of nasopharyngeal carcinoma patients treated with intensity-modulated radiotherapy and chemotherapy. Oncotarget 2015; 6:39373-83. [PMID: 26415223 PMCID: PMC4770779 DOI: 10.18632/oncotarget.5781] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Accepted: 09/04/2015] [Indexed: 02/05/2023] Open
Abstract
PURPOSE To establish accurate prognostic score models to predict survival for patients with nasopharyngeal carcinoma (NPC), treated with intensity-modulated radiotherapy (IMRT) and chemotherapy. MATERIALS AND METHODS Six hundred and seventy-five patients with newly diagnosed, nonmetastatic and histologically proven NPC who were treated with IMRT and chemotherapy were analyzed retrospectively. Samples were split randomly into a training set (n = 338) and a test set (n = 337) to analyze. All data from the training set were used to perform an extensive survival analysis and to develop multivariate nomograms based on Cox regression. Data from the test set was used as an external validation set. Risk group stratification was proposed for the nomograms. RESULTS The nomograms are able to predict survival with a C-index for external validation of local recurrence-free survival (LRFS; 0.66, 95% CI: 0.58-0.74), distant metastasis-free survival (DMFS; 0.73, 95% CI: 0.66-0.79), and disease-specific survival (DSS; 0.73, 95% CI: 0.67-0.79). The calibration curve for probability of survival showed good agreement between prediction by nomogram and actual observation. The C-index of the nomogram for LRFS, DMFS and DSS were statistically higher than the C-index values of the AJCC seventh edition (P < 0.001). In the test set, the nomogram discrimination was also superior to the AJCC Staging systems (P < 0.001). The stratification in risk groups allows significant distinction between Kaplan-Meier curves for outcome. CONCLUSIONS Prognostic score models were successfully established and validated to predict LRFS, DMFS, and DSS over a 5-year period after IMRT and chemotherapy, which will be useful for individual treatment.
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Affiliation(s)
- Lei Zeng
- State Key Laboratory Oncology in South China, Collaborative Innovation Center of Cancer Medicine, PR China
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, PR China
- Department of Radiation Oncology, Jiangxi Cancer Hospital, Nanchang, PR China
| | - Pi Guo
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, PR China
| | - Jin-Gao Li
- Department of Radiation Oncology, Jiangxi Cancer Hospital, Nanchang, PR China
| | - Fei Han
- State Key Laboratory Oncology in South China, Collaborative Innovation Center of Cancer Medicine, PR China
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, PR China
| | - Qiang Li
- Department of Radiation Oncology, Jiangxi Cancer Hospital, Nanchang, PR China
| | - Yong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, PR China
| | - Xiao-Wu Deng
- State Key Laboratory Oncology in South China, Collaborative Innovation Center of Cancer Medicine, PR China
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, PR China
| | - Qing-Ying Zhang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, PR China
| | - Tai-Xiang Lu
- State Key Laboratory Oncology in South China, Collaborative Innovation Center of Cancer Medicine, PR China
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, PR China
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Sze H, Blanchard P, Ng WT, Pignon JP, Lee AWM. Chemotherapy for Nasopharyngeal Carcinoma - Current Recommendation and Controversies. Hematol Oncol Clin North Am 2015; 29:1107-22. [PMID: 26568551 DOI: 10.1016/j.hoc.2015.07.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Radiotherapy is the primary treatment of nasopharyngeal carcinoma and combination chemotherapy can enhance treatment outcomes for locoregionally advanced disease. The Intergroup 0099 study using concurrent-adjuvant cisplatin-based chemoradiotherapy was the first trial to demonstrate a survival benefit. Since then, there have been attempts to further improve the treatment results by altering the chemotherapy sequence, using different chemotherapeutic agents or schedules, and extending the use of chemotherapy to early-stage disease. This review provides an overview of the data and highlights the current controversies behind international guidelines.
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Affiliation(s)
- Henry Sze
- Department of Clinical Oncology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Queen Mary Hospital, 102 Pokfulam Road, Hong Kong, China; Department of Clinical Oncology, The University of Hong Kong - Shenzhen Hospital, 1 Haiyuan First Road, Futian District, Shenzhen, Guangdong 518053, China
| | - Pierre Blanchard
- Department of Radiation Oncology, Research in Epidemiology and Population Health, INSERM U1018, Paris-Saclay University, Gustave-Roussy, 114 rue Edouard Vaillant, 94 805 Villejuif Cedex, France.
| | - Wai Tong Ng
- Department of Clinical Oncology, Pamela Youde Nethersole Eastern Hospital, 3 Lock Man Road, Chai Wan, Hong Kong, China
| | - Jean-Pierre Pignon
- Department of Biostatistics and Epidemiology, Ligue National Contre le Cancer Platform of Meta-analyses in Oncology, Research in Epidemiology and Population Health, INSERM U1018, Paris-Saclay University, Gustave-Roussy, 114 rue Edouard Vaillant, 94 805 Villejuif Cedex, France
| | - Anne W M Lee
- Department of Clinical Oncology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Queen Mary Hospital, 102 Pokfulam Road, Hong Kong, China; Department of Clinical Oncology, The University of Hong Kong - Shenzhen Hospital, 1 Haiyuan First Road, Futian District, Shenzhen, Guangdong 518053, China
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50
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Petsalaki E, Helbig AO, Gopal A, Pasculescu A, Roth FP, Pawson T. SELPHI: correlation-based identification of kinase-associated networks from global phospho-proteomics data sets. Nucleic Acids Res 2015; 43:W276-82. [PMID: 25948583 PMCID: PMC4489257 DOI: 10.1093/nar/gkv459] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 04/27/2015] [Indexed: 12/13/2022] Open
Abstract
While phospho-proteomics studies have shed light on the dynamics of cellular signaling, they mainly describe global effects and rarely explore mechanistic details, such as kinase/substrate relationships. Tools and databases, such as NetworKIN and PhosphoSitePlus, provide valuable regulatory details on signaling networks but rely on prior knowledge. They therefore provide limited information on less studied kinases and fewer unexpected relationships given that better studied signaling events can mask condition- or cell-specific ‘network wiring’. SELPHI is a web-based tool providing in-depth analysis of phospho-proteomics data that is intuitive and accessible to non-bioinformatics experts. It uses correlation analysis of phospho-sites to extract kinase/phosphatase and phospho-peptide associations, and highlights the potential flow of signaling in the system under study. We illustrate SELPHI via analysis of phospho-proteomics data acquired in the presence of erlotinib—a tyrosine kinase inhibitor (TKI)—in cancer cells expressing TKI-resistant and -sensitive variants of the Epidermal Growth Factor Receptor. In this data set, SELPHI revealed information overlooked by the reporting study, including the known role of MET and EPHA2 kinases in conferring resistance to erlotinib in TKI sensitive strains. SELPHI can significantly enhance the analysis of phospho-proteomics data contributing to improved understanding of sample-specific signaling networks. SELPHI is freely available via http://llama.mshri.on.ca/SELPHI.
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Affiliation(s)
- Evangelia Petsalaki
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada
| | - Andreas O Helbig
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, Ontario, M5G 1X5, Canada
| | - Anjali Gopal
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada
| | - Adrian Pasculescu
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada
| | - Frederick P Roth
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada Donnelly Centre and Departments of Molecular Genetics and Computer Science, University of Toronto, Toronto, Ontario, M5G 1X8, Canada Center for Cancer Systems Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, 02215, USA Canadian Institute for Advanced Research, Toronto, Ontario, M5G 1Z8, Canada
| | - Tony Pawson
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X8, Canada
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