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Liu M, Chen X, Ding H, Shu Q, Zheng Y, Chen Y, Cai L. Comparison of [ 18F]FDG and [ 68 Ga]pentixafor PET/CT in Nasopharyngeal Carcinoma. Mol Imaging Biol 2024; 26:658-667. [PMID: 38627276 DOI: 10.1007/s11307-024-01913-1] [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: 12/12/2023] [Revised: 03/11/2024] [Accepted: 03/30/2024] [Indexed: 07/28/2024]
Abstract
PURPOSE This study aimed to explore the feasibility of [68 Ga]pentixafor positron emission tomography/computed tomography (PET/CT) in patients with nasopharyngeal carcinoma (NPC). PROCEDURES This prospective study included patients with NPC who underwent [68 Ga]pentixafor PET/CT and 2-[18F]fuoro-2-deoxy-D-glucose ([18F]FDG) PET/CT within one week between November 2022 and March 2023. The [68 Ga]pentixafor and [18F]FDG uptakes in primary and metastatic lesions were measured and compared. RESULTS Twenty-five participants (21 patients for initial stage and four patients for recurrence detection) were enrolled in our study. The participants underwent [18F]FDG PET/CT and [68 Ga]pentixafor PET/CT. [68 Ga]pentixafor PET/CT had the same detection rate as [18F]FDG for primary tumor (96% vs. 96%). The [68 Ga]pentixafor maximum standard uptake value (SUVmax) and target-to-background ratio (TBR) of primary tumors were lower than those of [18F]FDG (SUVmax: 8.13 ± 2.78 vs. 14.25 ± 6.45; P < 0.01; TBR: 5.17 ± 2.14 vs. 9.81 ± 5.30, P < 0.01). The difference between tumor volume of [68 Ga]pentixafor (TVpentixafor) and tumor volume of [18F]FDG (TVFDG) showed no significance (median: 16.01 vs. 9.56, P = 0.332). In the detection of suspected metastatic cervical lymph nodes (CLNs), [68 Ga]pentixafor PET possessed a lower SUVmax than [18F]FDG PET/CT (SUVmax: 6.86 ± 2.63 vs. 10.39 ± 5.28, P < 0.01), but there was no significant difference in the detection rate between [68 Ga]pentixafor and [18F]FDG PET/CT (96 vs. 98, P = 0.613). CONCLUSIONS [68 Ga]pentixafor is a promising imaging tracer for detecting primary and metastatic NPC. [68 Ga]pentixafor PET/CT is comparable to [18F]FDG PET/CT in the detection rate of primary tumors and metastatic cervical lymph nodes in nasopharyngeal carcinoma, but [68 Ga]pentixafor uptake was heterogeneous. [68 Ga]pentixafor PET/CT may help select patients most likely to benefit from CXCR4-directed endoradiotherapy. CLINICAL TRIAL REGISTRATION NO ChiCTR2200065902.
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Affiliation(s)
- Mengna Liu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Xi Chen
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Haoyuan Ding
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Qiaoqiao Shu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Yun Zheng
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
| | - Yue Chen
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Liang Cai
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China.
- Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China.
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Xu H, Wang A, Zhang C, Ren J, Zhou P, Liu J. Intra- and peritumoral MRI radiomics assisted in predicting radiochemotherapy response in metastatic cervical lymph nodes of nasopharyngeal cancer. BMC Med Imaging 2023; 23:66. [PMID: 37254101 DOI: 10.1186/s12880-023-01026-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/23/2023] [Indexed: 06/01/2023] Open
Abstract
BACKGROUND To establish and validate radiomic models combining intratumoral (Intra) and peritumoral (Peri) features obtained from pretreatment MRI for the prediction of treatment response of lymph node metastasis from nasopharyngeal cancer (NPC). METHODS One hundred forty-five NPC patients (102 in the training and 43 in the validation set) were retrospectively enrolled. Radiomic features were extracted from Intra and Peri regions on the metastatic cervical lymph node, and selected with the least absolute shrinkage and selection operator (LASSO). Multivariate logistic regression analysis was applied to build radiomic models. Sensitivity, specificity, accuracy, and the area under the curve (AUC) of receiver operating characteristics were employed to evaluate the predictive power of each model. RESULTS The AUCs of the radiomic model of Intra, Peri, Intra + Peri, and Clinical-radiomic were 0.910, 0.887, 0.934, and 0.941, respectively, in the training set and 0.737, 0.794, 0.774, and 0.783, respectively, in the validation set. There were no significant differences in prediction performance among the radiomic models in the training and validation sets (all P > 0.05). The calibration curve of the radiomic model of Peri demonstrated good agreement between prediction and observation in the training and validation sets. CONCLUSIONS The pretreatment MRI-based radiomics model may be useful in predicting the treatment response of metastatic lymph nodes of NPC. Besides, the generalization ability of the radiomic model of Peri was better than that of Intra and Intra + Peri.
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Affiliation(s)
- Hao Xu
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Ai Wang
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Chi Zhang
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Jing Ren
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Peng Zhou
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China.
| | - Jieke Liu
- Department of Radiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China.
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Ding H, Liang J, Qiu L, Xu T, Cai L, Wan Q, Wang L, Liu Y, Chen Y. Prospective comparison of 68Ga-FAPI-04 and 18F-FDG PET/CT for tumor staging in nasopharyngeal carcinoma. Front Oncol 2022; 12:1047010. [PMID: 36568172 PMCID: PMC9772829 DOI: 10.3389/fonc.2022.1047010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
Purpose To explore the difference in the effectiveness of gallium-68 fibroblast activation protein inhibitor (68Ga-FAPI-04) PET/CT and fluorine-18 fluorodeoxyglucose (18F-FDG) PET/CT for the initial staging of patients with nasopharyngeal carcinoma (NPC). Methods The Affiliated Hospital of Southwest Medical University hosted this single-center prospective investigation (Clinical Trials registration No.ChiCTR2100044131) between March 2020 and September 2021. Within a week, all subjects underwent MR scans, 68Ga-FAPI-04 PET/CT, and 18F-FDG PET/CT in order. The effectiveness of medical staging employing 68Ga-FAPI-04 and 18F-FDG PET/CT was compared. Results Twenty-eight patients with primary NPC were evaluated (mean age53 ± 11 years). 68Ga-FAPI-04 PET/CT indicated an elevated recognition rate for diagnosing primary tumors (28/28 [100%] vs. 27/28 [96%]) and lymph node metastases (263/285 [92%] vs. 228/285 [80%]), but a lower detection rate for distant metastases (5/7 [71%] vs. 7/7 [100%]) compared with 18F-FDG PET/CT. A significant association between the maximum standard uptake value (SUVmax) of 18F-FDG PET and 68Ga-FAPI-04 PET was found in the primary cancers (r = 0.691, p < 0.001). In comparison to 18F-FDG PET/CT, 68Ga-FAPI-04 PET/CT upstaged the T stage in five patients while downstaging the N stage in seven patients. 68Ga-FAPI-04 PET/CT corrected the overall staging of five patients on18F-FDG PET/CT. Conclusion 68Ga-FAPI-04 PET/CT is preferable to 18F-FDG PET/CT for NPC staging in terms of the detection efficiency for primary tumors and lymph node metastasis. This is especially true when evaluating the primary cancer and any spread to contiguous tissues. It is possible to improve the staging assessment of NPC by using 68Ga-FAPI-04 PET/CT in conjunction with 18F-FDG PET/CT.
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Affiliation(s)
- Haoyuan Ding
- Jinan University, Guangzhou, Guangdong, China,Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Juan Liang
- Department of Ultrasound, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Lin Qiu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Tingting Xu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Liang Cai
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Qiang Wan
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Li Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Ya Liu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China,*Correspondence: Yue Chen, ; Ya Liu,
| | - Yue Chen
- Jinan University, Guangzhou, Guangdong, China,Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, Sichuan, China,Institute of Nuclear Medicine, Southwest Medical University, Luzhou, Sichuan, China,*Correspondence: Yue Chen, ; Ya Liu,
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Yang C, Jiang Z, Cheng T, Zhou R, Wang G, Jing D, Bo L, Huang P, Wang J, Zhang D, Jiang J, Wang X, Lu H, Zhang Z, Li D. Radiomics for Predicting Response of Neoadjuvant Chemotherapy in Nasopharyngeal Carcinoma: A Systematic Review and Meta-Analysis. Front Oncol 2022; 12:893103. [PMID: 35600395 PMCID: PMC9121398 DOI: 10.3389/fonc.2022.893103] [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: 03/10/2022] [Accepted: 03/31/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose This study examined the methodological quality of radiomics to predict the effectiveness of neoadjuvant chemotherapy in nasopharyngeal carcinoma (NPC). We performed a meta-analysis of radiomics studies evaluating the bias risk and treatment response estimation. Methods Our study was conducted through a literature review as per the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We included radiomics-related papers, published prior to January 31, 2022, in our analysis to examine the effectiveness of neoadjuvant chemotherapy in NPC. The methodological quality was assessed using the radiomics quality score. The intra-class correlation coefficient (ICC) was employed to evaluate inter-reader reproducibility. The pooled area under the curve (AUC), pooled sensitivity, and pooled specificity were used to assess the ability of radiomics to predict response to neoadjuvant chemotherapy in NPC. Lastly, the Quality Assessment of Diagnostic Accuracy Studies technique was used to analyze the bias risk. Results A total of 12 studies were eligible for our systematic review, and 6 papers were included in our meta-analysis. The radiomics quality score was set from 7 to 21 (maximum score: 36). There was satisfactory ICC (ICC = 0.987, 95% CI: 0.957–0.996). The pooled sensitivity and specificity were 0.88 (95% CI: 0.71–0.95) and 0.82 (95% CI: 0.68–0.91), respectively. The overall AUC was 0.91 (95% CI: 0.88–0.93). Conclusion Prediction response of neoadjuvant chemotherapy in NPC using machine learning and radiomics is beneficial in improving standardization and methodological quality before applying it to clinical practice.
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Affiliation(s)
- Chao Yang
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Zekun Jiang
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Tingting Cheng
- Department of General Practice, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Rongrong Zhou
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.,Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Guangcan Wang
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Di Jing
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.,Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Linlin Bo
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Pu Huang
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Jianbo Wang
- Department of Radiation Oncology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Daizhou Zhang
- Shandong Provincial Key Laboratory of Mucosal and Transdermal Drug Delivery Technologies, Shandong Academy of Pharmaceutical Sciences, Jinan, China
| | - Jianwei Jiang
- Optical and Digital Image Processing Division, Qingdao NovelBeam Technology Co., Ltd., Qingdao, China
| | - Xing Wang
- Software Research and Development Center, Shangdong AccurDx Diagnosis of Biotech Co., Ltd., Jinan, China
| | - Hua Lu
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
| | - Zijian Zhang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.,Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Dengwang Li
- Shandong Key Laboratory of Medical Physics and Image Processing, Shandong Institute of Industrial Technology for Health Sciences and Precision Medicine, School of Physics and Electronics, Shandong Normal University, Jinan, China
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Zhao L, Pang Y, Wang Y, Chen J, Zhuang Y, Zhang J, Zhao L, Sun L, Wu H, Chen X, Lin Q, Chen H. Somatostatin receptor imaging with [ 68Ga]Ga-DOTATATE positron emission tomography/computed tomography (PET/CT) in patients with nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2021; 49:1360-1373. [PMID: 34665275 DOI: 10.1007/s00259-021-05587-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 10/10/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE To explore the feasibility of [68Ga]Ga-DOTATATE positron emission tomography/computed tomography (PET/CT) in patients with non-keratinizing nasopharyngeal carcinoma (NPC) and to evaluate whether [68Ga]Ga-DOTATATE PET/CT could be used for non-invasive determination of somatostatin receptor 2 (SSTR2) expression in NPC. METHODS This prospective study included patients with NPC who underwent [68Ga]Ga-DOTATATE PET/CT between February and May 2021. The [68Ga]Ga-DOTATATE and [18F]FDG uptakes in primary and metastatic NPC lesions were calculated and compared, and the [68Ga]Ga-DOTATATE uptake between SSTR2 score groups was analysed. RESULTS A total of 36 participants (25 patients, initial staging; 11 patients, recurrence detection) were included; 33 patients also underwent [18F]FDG PET/CT for staging/restaging as a part of their routine diagnostic workup. [68Ga]Ga-DOTATATE PET/CT showed an intense tracer uptake in primary and metastatic NPC lesions. The radiotracer uptake was higher with [68Ga]Ga-DOTATATE than with [18F]FDG PET in primary NPC lesions (SUVmax: 12.03 vs. 10.07, P = 0.048; tumour-to-brain ratio: 36.16 vs. 0.86, P < 0.001) and regional lymph node metastases (median SUVmax: 9.11 vs. 6.12, P < 0.001) and comparable in bone and visceral metastases. Importantly, most NPC lesions showed intense SSTR2 expression (85.7%), which was strongly correlated with the [68Ga]Ga-DOTATATE uptake. The SUVmax of SSTR2-negative lesions was significantly lower than that of SSTR2-positive lesions (SUVmax: 4.95 vs. 12.61, P = 0.013). CONCLUSION [68Ga]Ga-DOTATATE PET/CT is a promising imaging modality for detecting primary and metastatic NPC, with favourable image contrast and comparable diagnostic efficacy when compared to [18F]FDG PET/CT. An intense SSTR2 expression was observed in most NPCs, and this expression was significantly correlated with the [68Ga]Ga-DOTATATE uptake.
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Affiliation(s)
- Liang Zhao
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yizhen Pang
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yuhuan Wang
- Department of Pathology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Jianhao Chen
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yanzhen Zhuang
- Department of Pathology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Jingjing Zhang
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and Faculty of Engineering, National University of Singapore, Singapore, Singapore
| | - Long Zhao
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Long Sun
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Hua Wu
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xiaoyuan Chen
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and Faculty of Engineering, National University of Singapore, Singapore, Singapore.
- Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Nanomedicine Translational Research Program, NUS Center for Nanomedicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
| | - Qin Lin
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Haojun Chen
- Department of Nuclear Medicine & Minnan PET Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
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Xu H, Liu J, Huang Y, Zhou P, Ren J. MRI-based radiomics as response predictor to radiochemotherapy for metastatic cervical lymph node in nasopharyngeal carcinoma. Br J Radiol 2021; 94:20201212. [PMID: 33882240 DOI: 10.1259/bjr.20201212] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE To establish and substantiate MRI-based radiomic models to predict the treatment response of metastatic cervical lymph node to radiochemotherapy in patients with nasopharyngeal carcinoma (NPC). METHODS A total of 145 consecutive patients with NPC were enrolled including 102 in primary cohort and 43 in validation cohort. Metastatic lymph nodes were diagnosed according to radiologic criteria and treatment response was evaluated according to the Response Evaluation Criteria in Solid Tumors. A total of 2704 radiomic features were extracted from contrast-enhanced T1 weighted imaging (CE- T1WI) and T2 weighted imaging (T2WI) for each patient, and were selected to construct radiomic signatures for CE-T1WI, T2WI, and combined CE-T1WI and T2WI, respectively. The area under curve (AUC) of receiver operating characteristic, sensitivity, specificity, and accuracy were used to estimate the performance of these radiomic models in predicting treatment response of metastatic lymph node. RESULTS No significant difference of AUC was found among radiomic signatures of CE-T1WI, T2WI, and combined CE-T1WI and T2WI in the primary and validation cohorts (all p > 0.05). For combined CE-T1WI and T2WI data set, 12 features were selected to develop the radiomic signature. The AUC, sensitivity, specificity, and accuracy were 0.927 (0.878-0.975), 0.911 (0.804-0.970), 0.826 (0.686-0.922), and 0.872 (0.792-0.930) in primary cohort, and were 0.772 (0.624-0.920), 0.792 (0.578-0.929), 0.790 (0.544-0.939), and 0.791 (0.640-0.900) in validation cohort. CONCLUSION MRI-based radiomic models were developed to predict the treatment response of metastatic cervical lymph nodes to radiochemotherapy in patients with NPC, which might facilitate individualized therapy for metastatic lymph nodes before treatment. ADVANCES IN KNOWLEDGE Predicting the response in patients with NPC before treatment may allow more individualizing therapeutic strategy and avoid unnecessary side-effects and costs. Radiomic features extracted from metastatic cervical lymph nodes showed promising application for predicting the treatment response in NPC.
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Affiliation(s)
- Hao Xu
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.,Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jieke Liu
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.,Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Ying Huang
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Peng Zhou
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.,Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jing Ren
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.,Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
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Zhao L, Pang Y, Zheng H, Han C, Gu J, Sun L, Wu H, Wu S, Lin Q, Chen H. Clinical utility of [ 68Ga]Ga-labeled fibroblast activation protein inhibitor (FAPI) positron emission tomography/computed tomography for primary staging and recurrence detection in nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2021; 48:3606-3617. [PMID: 33792760 DOI: 10.1007/s00259-021-05336-w] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 03/23/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE This study aimed to explore the clinical utility of [68Ga]Ga-labeled fibroblast activation protein inhibitor ([68Ga]Ga-FAPI) positron emission tomography/computed tomography (PET/CT) relative to [18F]-fluorodeoxyglucose ([18F]FDG) PET/CT and magnetic resonance imaging (MRI) for primary staging and recurrence detection in nasopharyngeal carcinoma (NPC). METHODS This retrospective analysis utilized a sub-cohort of patients from a previously acquired database. Patients with NPC who underwent [18F]FDG and [68Ga]Ga-FAPI PET/CT between October 2019 and November 2020 were included. The radiotracer uptake and clinical staging/restaging performances of [18F]FDG and [68Ga]Ga-FAPI PET/CT were compared. RESULTS Forty-five participants (39 for initial assessment, 6 for recurrence detection) were included. In treatment-naïve participants, [68Ga]Ga-FAPI PET/CT showed higher radiotracer uptake than [18F]FDG PET/CT in primary tumors (16.18 vs. 10.11, P < 0.001), regional lymph nodes (11.42 vs. 7.37, P < 0.001), and bone and visceral metastases (6.94 vs. 3.11, P < 0.001). Compared with the [18F]FDG-based TNM stage, the [68Ga]Ga-FAPI-based TNM stage was upgraded in ten patients (26%), resulting in management changes in seven patients (18%). Compared with MRI, [68Ga]Ga-FAPI PET/CT upgraded and underestimated the T stage in four and two patients, respectively. In post-treatment patients, [68Ga]Ga-FAPI PET/CT yielded more true-positive findings than [18F]FDG PET/CT in detecting local recurrence. CONCLUSION [68Ga]Ga-FAPI PET/CT is a promising imaging modality for the diagnosis of primary and metastatic NPC. The exact tumor geographic imaging obtained through [68Ga]Ga-FAPI PET/CT may be a supplement to MRI for T staging and radiotherapy planning.
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Affiliation(s)
- Liang Zhao
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.,Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yizhen Pang
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hua Zheng
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Chengkun Han
- Department of Radiology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Jianwei Gu
- Department of Radiology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Long Sun
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hua Wu
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Sangang Wu
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Qin Lin
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Haojun Chen
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
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8
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Lee A, Chow JCH, Lee NY. Treatment Deescalation Strategies for Nasopharyngeal Cancer: A Review. JAMA Oncol 2020; 7:2774310. [PMID: 33355642 DOI: 10.1001/jamaoncol.2020.6154] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
IMPORTANCE Since the advent of modern radiotherapy techniques and incorporation of systemic chemotherapy for nasopharyngeal cancer, locoregional control has been excellent. However, the rate of treatment-related complications, many of which are irreversible, remains high. New approaches are being explored to determine whether the toxic effects of treatment can be relieved while maintaining disease control. This review presents the current state of deescalation strategies for nasopharyngeal cancer. OBSERVATIONS A review of the literature shows that deescalation approaches can be generally categorized into deescalating systemic therapy vs deescalating radiotherapy. This review discusses studies that have explored sparing chemotherapy in selected patients with stage II cancer as well as altering the chemotherapy scheduling, dosing, and agent from the current standard of care, cisplatin. Deescalating radiotherapy has involved decreasing the dose and the treatment volume. In many cases, these approaches are being guided by measuring Epstein-Barr virus DNA levels, which is a robust biomarker for screening, treatment monitoring, and surveillance. Ongoing work with various imaging modalities, such as fluorodeoxyglucose positron emission tomography and dynamic contrast-enhanced or diffusion-weighted magnetic resonance imaging sequences, have shown promise as another biomarker to safely guide practitioners toward deescalation. CONCLUSIONS AND RELEVANCE Various strategies to deescalate treatment in nasopharyngeal cancer have been explored, and outcomes have remained excellent in most approaches. Patient selection remains key, and long-term outcomes and late complications are still to be determined. Continued investigation with prospective, multi-institutional studies are needed to better elucidate how treatment for nasopharyngeal carcinoma can best be individualized and deescalated.
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Affiliation(s)
- Anna Lee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- now with Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston
| | - James C H Chow
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong Special Administrative Region, People's Republic of China
| | - Nancy Y Lee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
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9
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Yongfeng P, Chuner J, Lei W, Fengqin Y, Zhimin Y, Zhenfu F, Haitao J, Yangming J, Fangzheng W. The Usefulness of Pretreatment MR-Based Radiomics on Early Response of Neoadjuvant Chemotherapy in Patients With Locally Advanced Nasopharyngeal Carcinoma. Oncol Res 2020; 28:605-613. [PMID: 33523792 PMCID: PMC7962941 DOI: 10.3727/096504020x16022401878096] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The aim of this study was to explore the predictive role of pretreatment MRI-based radiomics on early response of neoadjuvant chemotherapy (NAC) in locoregionally advanced nasopharyngeal carcinoma (NPC) patients. Between January 2016 and December 2016, a total of 108 newly diagnosed NPC patients who were hospitalized in the Cancer Hospital of the University of Chinese Academy of Sciences were reviewed. All patients had complete data of enhanced MR of nasopharynx before treatment, and then received two to three cycles of TP-based NAC. After 2 cycles of NAC, enhanced MR of nasopharynx was conducted again. Compared with the enhanced MR images before treatment, the response after NAC was evaluated. According to the evaluation criteria of RECIST1.1, 108 cases were divided into two groups: 52 cases for the NAC-sensitive group and 56 cases for the NAC-resistance group. ITK-SNAP software was used to manually sketch and segment the region of interest (ROI) of nasopharyngeal tumor on the MR enhanced T1WI sequence image. The parameters were analyzed and extracted by using AI Kit software. ANOVA/MW test, correlation analysis, and LASSO were used to select texture features. We used multivariate logistic regressions to select texture features and establish a predictive model. The ROC curve was used to evaluate the efficiency of the predictive model. A total of 396 texture features were obtained by using feature calculation. After all features were screened, we selected two features including ClusterShade_angle135_offset4 and Correlation_AllDirection_offshe1_SD. Based on these two features, we established a predictive model by using multivariate logistic regression. The AUC of the two features used alone (0.804, 95% CI=0.6020.932; 0.762, 95% CI=0.5560.905) was smaller than the combination of these two features (0.905, 95% CI=0.7240.984, p=0.0005). Moreover, the sensitivity values of the two features used alone and the combined use were 92.9%, 51.7%, and 85.7%, respectively, while the specificity values were 66.7%, 91.7%, and 83.3%, respectively, in the early response of NAC for NPC. The predictive model based on MRI-enhanced sequence imaging could distinguish the sensitivity and resistance to NAC and provide new biomarkers for the early prediction of the curative effect in NPC patients.
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Affiliation(s)
- Piao Yongfeng
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Jiang Chuner
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Wang Lei
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Yan Fengqin
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Ye Zhimin
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Fu Zhenfu
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Jiang Haitao
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
| | - Jiang Yangming
- Department of Digital Earth, Institute of Remote Sensing and Digital Earth, CASBeijingP.R. China
| | - Wang Fangzheng
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang CancerHospital),ZhejiangP.R. China
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10
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Chong WQ, Lim CM, Sinha AK, Tan CS, Chan GHJ, Huang Y, Kumarakulasinghe NB, Sundar R, Jeyasekharan AD, Loh WS, Tay JK, Yadav K, Wang L, Wong AL, Kong LR, Soo RA, Lau JA, Soon YY, Goh RM, Ho FCH, Chong SM, Lee SC, Loh KS, Tai BC, Lim YC, Goh BC. Integration of Antiangiogenic Therapy with Cisplatin and Gemcitabine Chemotherapy in Patients with Nasopharyngeal Carcinoma. Clin Cancer Res 2020; 26:5320-5328. [PMID: 32816944 DOI: 10.1158/1078-0432.ccr-20-1727] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 06/26/2020] [Accepted: 08/04/2020] [Indexed: 12/08/2022]
Abstract
PURPOSE Induction cisplatin and gemcitabine chemotherapy is a standard treatment for locally advanced nasopharyngeal carcinoma (NPC). Inhibition of VEGF axis has been shown to promote maturation of microvasculature and improve perfusion. We conducted a four-arm study to assess the effect of two doses of either sunitinib or bevacizumab with chemotherapy in NPC. PATIENTS AND METHODS Patients with treatment-naïve locally advanced NPC were treated with three cycles of 3-weekly cisplatin and gemcitabine preceded by 1 week of anti-VEGF therapy for each cycle, followed by standard concurrent chemoradiation: arm A patients received 7 days of 12.5 mg/day sunitinib; arm B 7 days of 25 mg/day sunitinib; arm C bevacizumab 7.5 mg/kg infusion; arm D bevacizumab 2.5 mg/kg infusion. Patients with metastatic NPC were treated with up to six cycles of similar treatment without concurrent chemoradiation. RESULTS Complete metabolic response (mCR) by whole body 18FDG PET was highest in arm C (significant difference in four groups Fisher exact test P = 0.001; type 1 error = 0.05), with 42% mCR (95% confidence interval, 18-67) and 3-year relapse-free survival of 88% in patients with locally advanced NPC. Significant increase in pericyte coverage signifying microvascular maturation and increased immune cell infiltration was observed in posttreatment tumor biopsies in Arm C. Myelosuppression was more profound in sunitinib containing arms, and tolerability was established in arm C where hypertension was the most significant toxicity. CONCLUSIONS Bevacizumab 7.5 mg/kg with cisplatin and gemcitabine was well tolerated. Promising tumor response was observed and supported mechanistically by positive effects on tumor perfusion and immune cell trafficking into the tumor.
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Affiliation(s)
- Wan Qin Chong
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Chwee Ming Lim
- Department of Otolaryngology - Head and Neck Surgery, National University of Singapore, Singapore
| | - Arvind Kumar Sinha
- Department of Diagnostic Imaging, National University Health System, Singapore
| | - Chee Seng Tan
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Gloria Hui Jia Chan
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Yiqing Huang
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | | | - Raghav Sundar
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Anand D Jeyasekharan
- Department of Haematology-Oncology, National University Cancer Institute, Singapore.,Cancer Science Institute of Singapore, NUS, Singapore
| | - Woei Shyang Loh
- Department of Otolaryngology - Head and Neck Surgery, National University of Singapore, Singapore
| | - Joshua K Tay
- Department of Otolaryngology - Head and Neck Surgery, National University of Singapore, Singapore
| | - Kritika Yadav
- Cancer Science Institute of Singapore, NUS, Singapore
| | - Lingzhi Wang
- Cancer Science Institute of Singapore, NUS, Singapore.,Department of Pharmacology, National University of Singapore, Singapore
| | - Andrea L Wong
- Department of Haematology-Oncology, National University Cancer Institute, Singapore.,Cancer Science Institute of Singapore, NUS, Singapore
| | - Li Ren Kong
- Cancer Science Institute of Singapore, NUS, Singapore
| | - Ross Andrew Soo
- Department of Haematology-Oncology, National University Cancer Institute, Singapore.,Cancer Science Institute of Singapore, NUS, Singapore
| | | | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute, Singapore
| | - Robby Miguel Goh
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Francis Cho Hao Ho
- Department of Radiation Oncology, National University Cancer Institute, Singapore
| | - Siew Meng Chong
- Department of Pathology, National University of Singapore, Singapore
| | - Soo Chin Lee
- Department of Haematology-Oncology, National University Cancer Institute, Singapore.,Cancer Science Institute of Singapore, NUS, Singapore
| | - Kwok Seng Loh
- Department of Otolaryngology - Head and Neck Surgery, National University of Singapore, Singapore
| | - Bee Choo Tai
- School of Public Health, National University of Singapore, Singapore
| | - Yaw Chyn Lim
- Department of Pathology, National University of Singapore, Singapore.,Department of Physiology, National University of Singapore, Singapore
| | - Boon Cher Goh
- Department of Haematology-Oncology, National University Cancer Institute, Singapore. .,Cancer Science Institute of Singapore, NUS, Singapore.,Department of Pharmacology, National University of Singapore, Singapore
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11
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Zhao L, Zhuang Y, Fu K, Chen P, Wang Y, Zhuo J, Liao X, Chen H, Lin Q. Usefulness of [ 18F]fluorodeoxyglucose PET/CT for evaluating the PD-L1 status in nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2020; 47:1065-1074. [PMID: 31897588 DOI: 10.1007/s00259-019-04654-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 12/09/2019] [Indexed: 02/07/2023]
Abstract
PURPOSE To explore the relationship between [18F]fluorodeoxyglucose (18F-FDG uptake) and PD-L1 expression and determine the usefulness of 18F-FDG PET/CT for evaluating the PD-L1 status in tumour cells (TCs) and tumour-infiltrating immune cells (TIICs) in patients with nasopharyngeal carcinoma (NPC). METHODS We retrospectively evaluated the records of 84 eligible patients who received an initial histopathological diagnosis of NPC between December 2016 and March 2019. All tissue specimens and PET/CT images were collected prior to treatment. High PD-L1 expression in TCs and TIICs was defined as ≥ 50% of stained cells. RESULTS There was a significant difference in 18F-FDG uptake according to the PD-L1 status in TCs and TIICs. Univariate analysis showed that PD-L1 expression in TCs was associated with tumour maximum standardized uptake value (SUVmax) (P < 0.001), primary tumour total lesion glycolysis (TLG; P < 0.001), and T stage (P = 0.044), but not with plasma Epstein-Barr virus (EBV) load (P = 0.816), whereas PD-L1 expression in TIICs was related to SUVmax (P = 0.011), TLG (P = 0.001), T stage (P = 0.028), and plasma EBV load (P = 0.003). In multivariate logistic regression, PD-L1 expression in TCs was positively associated with SUVmax (P = 0.003) and TLG (P = 0.001), and in TIICs, negatively associated with SUVmax (P = 0.038) and plasma EBV load (P = 0.025). CONCLUSIONS 18F-FDG uptake in NPC lesions was positively correlated with PD-L1 expression in TCs and negatively correlated with PD-L1 expression in TIICs. Thus, 18F-FDG PET/CT may be useful for evaluating the PD-L1 status in patients with NPC.
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Affiliation(s)
- Liang Zhao
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Yanzhen Zhuang
- Department of Pathology, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Kaili Fu
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Peiqiong Chen
- Department of Pathology, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Yuhuan Wang
- Department of Pathology, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Jianfang Zhuo
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Xiyi Liao
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Haojun Chen
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China.
| | - Qin Lin
- Department of Radiation Oncology, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China.
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12
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Zhao L, Gong J, Xi Y, Xu M, Li C, Kang X, Yin Y, Qin W, Yin H, Shi M. MRI-based radiomics nomogram may predict the response to induction chemotherapy and survival in locally advanced nasopharyngeal carcinoma. Eur Radiol 2019; 30:537-546. [PMID: 31372781 DOI: 10.1007/s00330-019-06211-x] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 03/21/2019] [Accepted: 04/02/2019] [Indexed: 01/30/2023]
Abstract
OBJECTIVES To establish and validate a radiomics nomogram for prediction of induction chemotherapy (IC) response and survival in nasopharyngeal carcinoma (NPC) patients. METHODS One hundred twenty-three NPC patients (100 in training and 23 in validation cohort) with multi-MR images were enrolled. A radiomics nomogram was established by integrating the clinical data and radiomics signature generated by support vector machine. RESULTS The radiomics signature consisting of 19 selected features from the joint T1-weighted (T1-WI), T2-weighted (T2-WI), and contrast-enhanced T1-weighted MRI images (T1-C) showed good prognostic performance in terms of evaluating IC response in two cohorts. The radiomics nomogram established by integrating the radiomics signature with clinical data outperformed clinical nomogram alone (C-index in validation cohort, 0.863 vs 0.549; p < 0.01). Decision curve analysis demonstrated the clinical utility of the radiomics nomogram. Survival analysis showed that IC responders had significant better PFS (progression-free survival) than non-responders (3-year PFS 84.81% vs 39.75%, p < 0.001). Low-risk groups defined by radiomics signature had significant better PFS than high-risk groups (3-year PFS 76.24% vs 48.04%, p < 0.05). CONCLUSIONS Multiparametric MRI-based radiomics could be helpful for personalized risk stratification and treatment in NPC patients receiving IC. KEY POINTS • MRI Radiomics can predict IC response and survival in non-endemic NPC. • Radiomics signature in combination with clinical data showed excellent predictive performance. • Radiomics signature could separate patients into two groups with different prognosis.
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Affiliation(s)
- Lina Zhao
- Department of Radiation Oncology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Jie Gong
- Life Sciences Research Center, School of Life Sciences and Technology, Xidian University, Xi'an, 710126, China
| | - Yibin Xi
- Department of Radiology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Man Xu
- Department of Radiation Oncology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Chen Li
- Department of Radiology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Xiaowei Kang
- Department of Radiology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Yutian Yin
- Department of Radiation Oncology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Wei Qin
- Life Sciences Research Center, School of Life Sciences and Technology, Xidian University, Xi'an, 710126, China.
| | - Hong Yin
- Department of Radiology, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Mei Shi
- Department of Radiation Oncology, Xijing Hospital, Air Force Medical University, Xi'an, China.
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13
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Value of early evaluation of treatment response using 18F-FDG PET/CT parameters and the Epstein-Barr virus DNA load for prediction of outcome in patients with primary nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2018; 46:650-660. [DOI: 10.1007/s00259-018-4172-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 09/17/2018] [Indexed: 12/29/2022]
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14
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Šedienė S, Kulakienė I, Rudžianskas V, Ambrazienė R. The Role of 18-Fluoro-2-Deoxy-Glucose Positron Emission Tomography/Computed Tomography as Response and Prognosis Predictive Factor of Concurrent Chemoradiotherapy after Induction Chemotherapy in Head and Neck Squamous Cell Carcinoma: A Prospective Study. ACTA ACUST UNITED AC 2018; 54:medicina54020031. [PMID: 30344262 PMCID: PMC6037264 DOI: 10.3390/medicina54020031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 05/04/2018] [Accepted: 05/11/2018] [Indexed: 01/27/2023]
Abstract
Background and objectives: The importance of induction chemotherapy (ICT) followed by concurrent chemoradiotherapy (CCRT) has been re-established in recent years aiming at fewer metastatic sites and better control of the disease. We prospectively studied the possibility of early prediction of overall survival (OS) and progression-free survival (PFS) after 3 cycles of chemotherapy with doxetacel, cisplatin and 5-fluorouracil using 18-fluoro-2-deoxy-glucose positron emission tomography computed tomography (18F-FDG PET/CT) in patients with head and neck squamous cell cancer. To our knowledge, this is the first such study. Materials and Methods: Thirty-five patients were studied. They underwent an 18F-FDG PET/CT examination twice: a day before ICT and 10–14 days after the last cycle of ICT. Tumor-standardized uptake value (SUVmax) and hypermetabolic tumor volume were measured on both scans. The mean age of patients was 56.5 years. Complete responses to CCRT PFS and OS were calculated. Results: Our results showed that a decrease of ≥30% in the SUVmax value after ICT was a prognostic factor of tumor response to PFS and OS (p = 0.026 and p = 0.021). The groups of patients with a SUVmax between 10 and 14.5 in the primary tumor on a pre-ICT 18F-FDG PET/CT scan had statistically shorter PFS and OS (p = 0.001, p = 0.006) when compared with other groups of patients with SUVmax less than 10 or SUVmax more than 14.5. A decrease of less than 55% of hypermetabolic tumor volume of the primary tumor was significantly related to poor prognosis in PFS and OS (p = 0.033, p = 0.017). Conclusions: SUVmax and hypermetabolic tumor volume measured on 18F-FDG PET/CT after ICT might be valuable prognostic tools for predicting OS and PFS and, thus, for the selection of patients with head and neck cancer who will benefit from CCRT.
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Affiliation(s)
- Severina Šedienė
- Medical Academy, Lithuanian University of Health Sciences, Kaunas 44307, Lithuania.
| | - Ilona Kulakienė
- Medical Academy, Lithuanian University of Health Sciences, Kaunas 44307, Lithuania.
| | - Viktoras Rudžianskas
- Oncology Institute, Lithuanian University of Health Sciences, Kaunas 44307, Lithuania.
| | - Rita Ambrazienė
- Oncology Institute, Lithuanian University of Health Sciences, Kaunas 44307, Lithuania.
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15
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Prospective evaluation of plasma Epstein-Barr virus DNA clearance and fluorodeoxyglucose positron emission scan in assessing early response to chemotherapy in patients with advanced or recurrent nasopharyngeal carcinoma. Br J Cancer 2018; 118:1051-1055. [PMID: 29555989 PMCID: PMC5931094 DOI: 10.1038/s41416-018-0026-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 01/18/2018] [Accepted: 01/19/2018] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Plasma Epstein-Barr virus (pEBV) DNA and fluorodeoxyglucose positron emission (PET) reflect tumour burden in advanced NPC. This study hypothesised that a dual endpoint based on assessing pEBV DNA clearance and PET response could predict early drug response. METHODS Eligible patients underwent a computed tomography (CT) scan and dual PET-CT at baseline, a PET-CT at 4 weeks, and then a CT scan at 10 weeks after starting palliative or induction chemotherapy. Plasma EBV DNA clearance was determined. RESULTS Fifty-eight out of 70 enrolled patients completed all imaging and 50/58 had falling pEBV DNA level, which allowed calculation of the clearance. At a median follow-up of 29.1 months, the dual endpoint (pEBV DNA clearance ≤ 10 days and > 50% drop in sum of SUVmax of target lesions) was an independent indicator of overall survival (hazard ratio (HR) = 0.135, 95% CI = 0.039 to 0.466, p = 0.0015) and progression-free survival (HR = 0.136, 95% CI = 0.048 to 0.385, p = 0002). This dual endpoint could predict subsequent response by Response Evaluation Criteria In Solid Tumours (RECIST) criteria at 10 weeks after chemotherapy. CONCLUSIONS Early PET-CT response and pEBV DNA clearance could predict survival and subsequent response. This dual endpoint is an innovative tool for assessing early drug response.
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16
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Wang G, He L, Yuan C, Huang Y, Liu Z, Liang C. Pretreatment MR imaging radiomics signatures for response prediction to induction chemotherapy in patients with nasopharyngeal carcinoma. Eur J Radiol 2017; 98:100-106. [PMID: 29279146 DOI: 10.1016/j.ejrad.2017.11.007] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 10/19/2017] [Accepted: 11/13/2017] [Indexed: 11/30/2022]
Abstract
PURPOSE This study aimed to investigate the capability of magnetic resonance (MR) imaging radiomics signatures for pretreatment prediction of early response to induction chemotherapy in patients with nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS This was a retrospective study consisting of 120 patients with biopsy-proven NPC (stage II-IV). Texture features were extracted from the pretreatment morphological MR images for each case. Radiomics signatures were obtained with the least absolute shrinkage and selection operator method (LASSO) logistic regression model. The association between the radiomics signatures and the early response to induction chemotherapy was explored. RESULTS From the contrast-enhanced T1-weighted MR imaging (CE T1WI), 5 features were selected by the LASSO model. The radiomics signature categorised patients with NPC into response and nonresponse groups (P<0.001). The area under the receiver operating characteristic curve values (AUC), sensitivity, specificity, positive predictive value (PPV) and negative predictive value(NPV) were 0.715(95% CI 0.699-0.731), 0.940, 0.500, 0.568 and 0.897 respectively, where non-responders are true-positives. The AUC of 1000 bootstrap internal validation was 0.715. Furthermore, when the features of T1-weighted MR imaging (T1WI), T2-weighted MR imaging (T2WI), T2-weighted fat-suppressed MR imaging (T2WI FS) and CE T1WI were analysed together, 15 features were selected to develop the radiomics signature. The performance of this radiomics signature was better than that developed only from CE T1WI (P<0.05). The AUC value was 0.822(95% CI 0.809-0.835) with sensitivity of 0.980, specificity of 0.529, PPV of 0.593 and NPV of 0.949. The AUC of 1000 bootstrap analysis was 0.821. From T1WI, T2WI, and T2WI FS images separately, no valuable features were selected. CONCLUSIONS Pretreatment morphological MR imaging radiomics signatures can predict early response to induction chemotherapy in patients with NPC.
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Affiliation(s)
- Guangyi Wang
- Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Lan He
- Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Cai Yuan
- Internal Medicine Residency, Florida Hospital, Orlando, FL, 32804, USA
| | - Yanqi Huang
- Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
| | - Changhong Liang
- Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
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17
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Kim KR, Shim HJ, Hwang JE, Cho SH, Chung IJ, Park KS, Kang SR, Kwon SY, Chung WK, Bae WK. The role of interim FDG PET-CT after induction chemotherapy as a predictor of concurrent chemoradiotherapy efficacy and prognosis for head and neck cancer. Eur J Nucl Med Mol Imaging 2017; 45:170-178. [PMID: 28940101 PMCID: PMC5745569 DOI: 10.1007/s00259-017-3836-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 09/14/2017] [Indexed: 02/06/2023]
Abstract
Purpose Induction chemotherapy (ICT) with docetaxel, cisplatin, and 5-fluorouracil (TPF) followed by concurrent chemoradiotherapy (CCRT) has the advantages of organ preservation and systemic control in head and neck cancer (HNC). Early prediction of CCRT efficacy may help identify patients who will benefit more from surgery than from CCRT. We investigated the role of interim 18-fluoro-2-deoxy-glucose positron emission tomography computed tomography (FDG PET-CT) after ICT to predict the efficacy of CCRT and clinical outcomes. Methods Tumor responses were retrospectively reviewed after CCRT based on the Response Evaluation Criteria in Solid Tumors. FDG PET-CT imaging was performed before and after three cycles of TPF. We examined the associations between the metabolic response (percentage decrease in the maximum standardized uptake value [SUVmax] and total metabolic tumor volume [MTV]) after ICT and complete response (CR) to CCRT, progression-free survival (PFS), and overall survival (OS). Results We studied 43 HNC patients with a median follow-up of 32.7 months. Lymph node (LN) SUVmax and total MTV decreases from baseline after ICT were greater in patients with a CR to CCRT than in non-CR patients (LN SUVmax, 88.8% vs. 62.5%, respectively; total MTV, 99.7% vs. 89.9%, respectively). Decreases in total MTV ≥ 78% and LN SUVmax ≥73% after ICT predicted CR to CCRT and longer OS and PFS. Conclusions Using interim FDG PET-CT to measure SUVmax and total MTV after three cycles of ICT may be a useful technique for identifying HNC patients who will benefit from CCRT and predicting survival outcomes. Electronic supplementary material The online version of this article (10.1007/s00259-017-3836-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ka-Rham Kim
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Hyun-Jeong Shim
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Jun-Eul Hwang
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Sang-Hee Cho
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Ik-Joo Chung
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Ki Seong Park
- Department of Nuclear Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Sae-Ryung Kang
- Department of Nuclear Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Seong Young Kwon
- Department of Nuclear Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Woong-Ki Chung
- Department of Radiation-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Woo Kyun Bae
- Department of Hemato-Oncology, Chonnam National University Medical School, Gwangju, Republic of Korea. .,Division of Hematology-Oncology, Department of Internal Medicine, Chonnam National University Hwasun Hospital, 322, Seoyang-ro, Ilsim-ri, Hwasun-eup, Hwasun-gun, Jeollanam-do, 58128, Republic of Korea.
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Wareham NE, Lundgren JD, Da Cunha-Bang C, Gustafsson F, Iversen M, Johannesen HH, Kjær A, Rasmussen A, Sengeløv H, Sørensen SS, Fischer BM. The clinical utility of FDG PET/CT among solid organ transplant recipients suspected of malignancy or infection. Eur J Nucl Med Mol Imaging 2017; 44:421-431. [PMID: 27838763 PMCID: PMC5281676 DOI: 10.1007/s00259-016-3564-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 10/28/2016] [Indexed: 12/23/2022]
Abstract
PURPOSE Solid organ transplant (SOT) recipients are at high risk of developing infections and malignancies. 18F-FDG PET/CT may enable timely detection of these diseases and help to ensure early intervention. We aimed to describe the clinical utility of FDG PET/CT in consecutive, diagnostic unresolved SOT recipients transplanted from January 2004 to May 2015. METHODS Recipients with a post-transplant FDG PET/CT performed as part of diagnostic work-up were included. Detailed chart reviews were done to extract relevant clinical information and determine the final diagnosis related to the FDG PET/CT. Based on á priori defined criteria and the final diagnosis, results from each scan were classified as true or false, and diagnostic values determined. RESULTS Among the 1,814 recipients in the cohort, 145 had an FDG PET/CT performed; 122 under the indication of diagnostically unresolved symptoms with a suspicion of malignancy or infection. The remaining (N = 23) had an FDG PET/CT to follow-up on a known disease or to stage a known malignancy. The 122 recipients underwent a total of 133 FDG PET/CT scans performed for a suspected malignancy (66 %) or an infection (34 %). Sensitivity, specificity, and positive and negative predictive values of the FDG PET/CT in diagnosing these conditions were 97, 84, 87, and 96 %, respectively. CONCLUSION FDG PET/CT is an accurate diagnostic tool for the work-up of diagnostic unresolved SOT recipients suspected of malignancy or infection. The high sensitivity and NPV underlines the potential usefulness of PET/CT for excluding malignancy or focal infections in this often complex clinical situation.
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Affiliation(s)
- Neval E Wareham
- Centre for Health and Infectious Disease Research (CHIP), Department of Infectious Diseases, Section 2100, Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark.
| | - J D Lundgren
- Centre for Health and Infectious Disease Research (CHIP), Department of Infectious Diseases, Section 2100, Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - C Da Cunha-Bang
- Department of Haematology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - F Gustafsson
- Department of Cardiology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - M Iversen
- Department of Cardiology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - H H Johannesen
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - A Kjær
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - A Rasmussen
- Department of Surgical Gastroenterology, Rigshospitalet, Blegdamsvek 9, 2100 Copenhagen Ø, Denmark
| | - H Sengeløv
- Department of Haematology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - S S Sørensen
- Department of Nephrology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
| | - B M Fischer
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark
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Intratherapy or Posttherapy FDG PET or FDG PET/CT for Patients With Head and Neck Cancer: A Systematic Review and Meta-analysis of Prognostic Studies. AJR Am J Roentgenol 2015; 205:1102-13. [DOI: 10.2214/ajr.15.14647] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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20
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Lee AW, Ma BB, Ng WT, Chan AT. Management of Nasopharyngeal Carcinoma: Current Practice and Future Perspective. J Clin Oncol 2015; 33:3356-64. [PMID: 26351355 DOI: 10.1200/jco.2015.60.9347] [Citation(s) in RCA: 567] [Impact Index Per Article: 56.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Nasopharyngeal carcinoma of the undifferentiated subtype is endemic to southern China, and patient prognosis has improved significantly over the past three decades because of advances in disease management, diagnostic imaging, radiotherapy technology, and broader application of systemic therapy. Despite the excellent local control with modern radiotherapy, distant failure remains a key challenge. Advances in molecular technology have helped to decipher the molecular pathogenesis of nasopharyngeal carcinoma as well as its etiologic association with the Epstein-Barr virus. This in turn has led to the discovery of novel biomarkers and drug targets, rendering this cancer site a current focus for new drug development. This article reviews and appraises the key literature on the current management of nasopharyngeal carcinoma and future directions in clinical research.
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Affiliation(s)
- Anne W.M. Lee
- Anne W.M. Lee, University of Hong Kong–Shenzhen Hospital, Shenzhen; Brigette B.Y. Ma and Anthony T.C. Chan, Chinese University of Hong Kong; and Wai Tong Ng, Pamela Youde Nethersole Eastern Hospital, Hong Kong Special Administrative Region, People's Republic of China
| | - Brigette B.Y. Ma
- Anne W.M. Lee, University of Hong Kong–Shenzhen Hospital, Shenzhen; Brigette B.Y. Ma and Anthony T.C. Chan, Chinese University of Hong Kong; and Wai Tong Ng, Pamela Youde Nethersole Eastern Hospital, Hong Kong Special Administrative Region, People's Republic of China
| | - Wai Tong Ng
- Anne W.M. Lee, University of Hong Kong–Shenzhen Hospital, Shenzhen; Brigette B.Y. Ma and Anthony T.C. Chan, Chinese University of Hong Kong; and Wai Tong Ng, Pamela Youde Nethersole Eastern Hospital, Hong Kong Special Administrative Region, People's Republic of China
| | - Anthony T.C. Chan
- Anne W.M. Lee, University of Hong Kong–Shenzhen Hospital, Shenzhen; Brigette B.Y. Ma and Anthony T.C. Chan, Chinese University of Hong Kong; and Wai Tong Ng, Pamela Youde Nethersole Eastern Hospital, Hong Kong Special Administrative Region, People's Republic of China
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Huang B, Wong CYO, Lai V, Kwong DLW, Khong PL. Prognostic Value of (18)F-FDG PET-CT in Nasopharyngeal Carcinoma: Is Dynamic Scanning Helpful? BIOMED RESEARCH INTERNATIONAL 2015; 2015:582614. [PMID: 26064927 PMCID: PMC4431179 DOI: 10.1155/2015/582614] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Revised: 03/24/2015] [Accepted: 03/25/2015] [Indexed: 11/17/2022]
Abstract
OBJECTIVES To evaluate the differences in prognostic values of static and dynamic PET-CT in nasopharyngeal carcinoma (NPC). MATERIAL AND METHODS Forty-five patients who had static scan were recruited. Sixteen had dynamic scan. The primary lesions were delineated from standardized uptake value (SUV) maps from static scan and K i maps from dynamic scan. The average follow-up lasted for 34 months. The patients who died or those with recurrence/residual disease were considered "poor outcome"; otherwise they were considered "good outcome." Fisher's exact test and ROC analysis were used to evaluate the prognostic value of various factors. RESULTS Tumor volume thresholded by 40% of maximal SUV (VOLSUV40) significantly predicted treatment outcome (p = 0.024) in the whole cohort. In 16 patients with dynamic scan, all parameters by dynamic scan were insignificant in predicting the outcome. The combination of maximal SUV, maximal K i , VOLSUV40, and VOL K i 37 (the tumor volume thresholded by 37% maximal K i ) achieved the highest predicting accuracy for treatment outcome with sensitivity, specificity, and accuracy of 100% in these 16 patients; however this improvement compared to VOLSUV40 was insignificant. CONCLUSION Tumor volume from static scan is useful in NPC prognosis. However, the role of dynamic scanning was not justified in this small cohort.
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Affiliation(s)
- Bingsheng Huang
- Department of Diagnostic Radiology, The University of Hong Kong, Hong Kong
| | - Ching-Yee Oliver Wong
- Department of Diagnostic Radiology and Molecular Imaging, Oakland University William Beaumont School of Medicine, Royal Oak, MI 48073, USA
| | - Vincent Lai
- Department of Diagnostic Radiology, The University of Hong Kong, Hong Kong
| | | | - Pek-Lan Khong
- Department of Diagnostic Radiology, The University of Hong Kong, Hong Kong
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Gavid M, Prevot-Bitot N, Timoschenko A, Gallet P, Martin C, Prades JM. [18F]-FDG PET-CT prediction of response to induction chemotherapy in head and neck squamous cell carcinoma: preliminary findings. Eur Ann Otorhinolaryngol Head Neck Dis 2014; 132:3-7. [PMID: 25439623 DOI: 10.1016/j.anorl.2014.01.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Revised: 10/16/2013] [Accepted: 01/05/2014] [Indexed: 11/27/2022]
Abstract
OBJECTIVES The present study assessed the predictive value of [18F]-FDG PET-CT (positron emission tomography with 18-fluoro-eoxyglucose radiotracer, coupled to computerized tomography) for response to induction chemotherapy in head and neck squamous cell carcinoma (HNSCC). MATERIAL AND METHODS [18F]-FDG PET-CT was systematically performed before treatment initiation and after the first cycle of chemotherapy. Results were compared with those of endoscopy and pathologic analysis of biopsy and surgical specimens. RESULTS This preliminary study included 21 previously untreated HNSCC patients. A decrease of more than 30% in SUVmax (maximum standard uptake value) during induction was predictive of tumor response to chemotherapy (P=0.04). PET-CT measurement of hypermetabolic volume based on a predetermined SUV threshold (SUV=2.5), on the other hand, proved non-predictive. CONCLUSION These preliminary findings are promising. A larger sample, however, would be required in order to determine a more precise SUVmax reduction cut-off threshold during induction. Other methods for determining metabolic volume thresholds will be investigated. If functional imaging proves contributive, it could enable early screening of non-responders, avoiding unnecessary intoxication.
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Affiliation(s)
- M Gavid
- Service d'oto-rhino-laryngologie et de chirurgie cervico-faciale, CHU de Saint-Étienne, avenue Albert-Raimond, 42270 Saint-Priest-en-Jarez, France; Laboratoire d'anatomie, faculté de médecine, université Jean-Monnet, 42023 Saint-Étienne cedex 2, France.
| | - N Prevot-Bitot
- Service de médecine nucléaire, CHU de Saint-Étienne, avenue Albert-Raimond, 42270 Saint-Priest-en-Jarez, France
| | - A Timoschenko
- Service d'oto-rhino-laryngologie et de chirurgie cervico-faciale, CHU de Saint-Étienne, avenue Albert-Raimond, 42270 Saint-Priest-en-Jarez, France
| | - P Gallet
- Service d'oto-rhino-laryngologie et de chirurgie cervico-faciale, CHU de Nancy, 29, avenue du Maréchal-de-Lattre-de-Tassigny, Nancy, France
| | - C Martin
- Service d'oto-rhino-laryngologie et de chirurgie cervico-faciale, CHU de Saint-Étienne, avenue Albert-Raimond, 42270 Saint-Priest-en-Jarez, France
| | - J-M Prades
- Service d'oto-rhino-laryngologie et de chirurgie cervico-faciale, CHU de Saint-Étienne, avenue Albert-Raimond, 42270 Saint-Priest-en-Jarez, France; Laboratoire d'anatomie, faculté de médecine, université Jean-Monnet, 42023 Saint-Étienne cedex 2, France
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23
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Updates on MR imaging and 18F-FDG PET/CT imaging in nasopharyngeal carcinoma. Oral Oncol 2014; 50:539-48. [DOI: 10.1016/j.oraloncology.2013.05.005] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2013] [Revised: 05/08/2013] [Accepted: 05/12/2013] [Indexed: 02/06/2023]
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25
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PET/CT for staging and follow-up of pediatric nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2012; 39:1097-106. [PMID: 22532252 DOI: 10.1007/s00259-012-2091-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Accepted: 02/15/2012] [Indexed: 02/08/2023]
Abstract
PURPOSE While FDG PET/CT for the evaluation of nasopharyngeal carcinoma (NPC) in adult patients has documented advantages and disadvantages compared with conventional imaging, to our knowledge, no studies of FDG PET/CT for the evaluation of NPC in pediatric patients have been performed. In this investigation, we studied the utility of FDG PET/CT in children with NPC. METHODS The study group comprised 18 children with biopsy-proven NPC who underwent FDG PET/CT and MRI (total 38 pairs of images). All baseline and follow-up FDG PET/CT and MRI studies were independently reviewed for restaging of disease. RESULTS The concordance between FDG PET/CT and MRI in T, N, and overall staging was 29%, 64%, and 43%, respectively. Compared with MRI, FDG PET/CT yielded lower T and overall staging and showed less cervical and retropharyngeal lymphadenopathy. The concordance between follow-up FDG PET/CT and MRI was 79% overall and 100% 9 months after therapy. In patients who achieved complete remission, FDG PET/CT showed disease clearance 3-6 months earlier than MRI. There were no false-positive or false-negative FDG PET/CT scans during follow-up. CONCLUSION FDG PET/CT may underestimate tumor extent and regional lymphadenopathy compared with MRI at the time of diagnosis, but it helps to detect metastases and clarify ambiguous findings. FDG PET/CT is sensitive and specific for follow-up and enables earlier determination of disease remission. FDG PET/CT is a valuable imaging modality for the evaluation and monitoring of NPC in pediatric patients.
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Woods C, Sohn J, Yao M. The Application of PET in Radiation Treatment Planning for Head and Neck Cancer. PET Clin 2011; 6:149-63. [DOI: 10.1016/j.cpet.2011.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
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Xie P, Yue JB, Fu Z, Feng R, Yu JM. Prognostic value of 18F-FDG PET/CT before and after radiotherapy for locally advanced nasopharyngeal carcinoma. Ann Oncol 2010; 21:1078-82. [DOI: 10.1093/annonc/mdp430] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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28
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Role of positron emission tomography (PET) in head and neck cancer. Eur Ann Otorhinolaryngol Head Neck Dis 2010; 127:40-5. [DOI: 10.1016/j.anorl.2010.02.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Loong HH, Ma BB, Chan AT. Update on the management and therapeutic monitoring of advanced nasopharyngeal cancer. Hematol Oncol Clin North Am 2009; 22:1267-78, x. [PMID: 19010273 DOI: 10.1016/j.hoc.2008.08.012] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Despite being potentially curable at an early stage, more than 50% of patients who have nasopharyngeal carcinoma present with advanced locoregional disease, which results in a poor prognosis. This article discusses key advancements in the management of nasopharyngeal cancer, including the incorporation of concurrent chemoradiotherapy, new radiotherapy delivery techniques in the form of conformal and intensity-modulated radiotherapy, and salvage options for locoregional recurrence. New cytotoxic and targeted therapies that have resulted in improved survival in the metastatic setting are also described. The use of Epstein-Barr virus DNA for the prognostication and monitoring of nasopharyngeal cancer and the role of new diagnostic imaging techniques are also discussed.
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Affiliation(s)
- Herbert H Loong
- Department of Clinical Oncology, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR
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Abstract
After diagnosis and staging of cancer, the most important process in modern oncology is assessment of therapeutic response. Timely identification of patients with poor response may allow introduction of alternative therapies, sparing patients the toxicity of ineffective treatments, reducing health care cost, and potentially delivering better outcomes. Metabolic imaging using PET is increasingly recognized as providing earlier and more robust assessment than conventional imaging. There are now ample clinical data indicating that PET metabolic response should be strongly considered for inclusion in evaluation of clinical response in individual high-risk malignancies to both direct the care of individual patients and to guide application of new therapies in particular cancer populations.
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Affiliation(s)
- Rodney J Hicks
- The University of Melbourne, Parkville, VIC, Australia; The Centre for Molecular Imaging, The Peter MacCallum Cancer Centre, 12 Street Andrew's Place, East Melbourne, VIC 3002, Australia.
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Abstract
The utility of 18-F-fluorodeoxyglucose-positron emission tomography (PET) and PET/CT for the evaluation of skull base tumors is incompletely investigated, as a limited number of studies specifically focus on this region with regard to PET imaging. Several patterns can be ascertained, however, by synthesizing the data from various published reports and cases of primary skull base malignancies, as well as head and neck malignancies that extend secondarily to the skull base, including nasopharyngeal carcinoma, nasal cavity and paranasal sinus tumors, parotid cancers, and orbital tumors.
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Affiliation(s)
- Erik S Mittra
- Department of Radiology, Division of Nuclear Medicine, Stanford University Medical Center, 300 Pasteur Drive, Room H-0101, Stanford, CA 94305-5281, USA.
| | - Andrei Iagaru
- Department of Radiology, Division of Nuclear Medicine, Stanford University Medical Center, 300 Pasteur Drive, Room H-0101, Stanford, CA 94305-5281, USA
| | - Andrew Quon
- Department of Radiology, Division of Nuclear Medicine, Stanford University Medical Center, 300 Pasteur Drive, Room H-0101, Stanford, CA 94305-5281, USA
| | - Nancy Fischbein
- Department of Radiology, Division of Neuroradiology, Stanford University Medical Center, 300 Pasteur Drive, Room S-047, Stanford, CA 94305-5105, USA
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18F-fluorodeoxyglucose uptake in different histological subtypes of nasopharyngeal carcinoma. The Journal of Laryngology & Otology 2008; 123:656-61. [PMID: 18845034 DOI: 10.1017/s002221510800368x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The study aimed to delineate the relationship between 18F-fluorodeoxyglucose uptake and histological findings in nasopharyngeal carcinoma. METHODS We conducted a retrospective review of 88 patients referred to our positron emission tomography department with newly diagnosed, biopsy-proved nasopharyngeal carcinoma. Hospital records were reviewed for demographic and clinical data, including age, gender, body weight, histological analysis and clinical tumour stage. RESULTS Nineteen out of the 88 patients (22 per cent) had nasopharyngeal carcinoma of World Health Organization type I, 39 (44 per cent) had type II and 30 (34 per cent) had type III. The mean standardised uptake value for the primary tumour was 9.4 +/- 5.0, ranging from 2.2 to 27.1. The mean standardised uptake values were 8.0 +/- 3.9 for type I tumours, 9.7 +/- 4.4 for type II tumours and 10.1 +/- 6.3 for type III tumours (p = 0.451). CONCLUSIONS Our study found that type III nasopharyngeal carcinoma exhibited a higher 18F-fluorodeoxyglucose uptake than either type II or type I nasopharyngeal carcinoma. However, this difference was not statistically significant.
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King AD, Ma BB, Yau YY, Zee B, Leung SF, Wong JKT, Kam MKM, Ahuja AT, Chan ATC. The impact of 18F-FDG PET/CT on assessment of nasopharyngeal carcinoma at diagnosis. Br J Radiol 2008; 81:291-8. [PMID: 18344274 DOI: 10.1259/bjr/73751469] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The aim of this study was to determine whether the use of whole-body (18)F-fluoro-2-deoxy-D-glucose ((18)F-FDG) positron emission tomography (PET)/CT alters staging and management of nasopharyngeal carcinoma (NPC) when compared with current staging practice. 52 patients with Stage III-IV NPC without distant metastases on chest X-ray/CT, abdominal ultrasound or bone scan were recruited for the study. Whole-body (18)F-FDG PET/CT and MRI of the head and neck were performed. The scans were compared for extent of the primary tumour (PT), cervical nodal metastases (CNM) and distant metastases (DM). Any discordance in results was assessed with respect to staging and impact on management. MRI and (18)F-FDG PET/CT scans were discordant in 28 (54%) patients. There was discordance in the extent of PT at 28 sites; in all sites, MRI showed more extensive tumour involving the nasopharynx (n = 8), skull base (n = 14), brain (n = 4) and orbit (n = 2). There was also variation among the extent of CNM in four nodes of the retropharyngeal region, with the nodes being positive on MRI. (18)F-FDG PET /CT did not identify any additional distant metastases but did identify a second primary tumour in the colon. The additional use of (18)F-FDG PET/CT did not "up-stage" the overall stage or change management in any patient. In conclusion, there is discordance between MRI and (18)F-FDG PET/CT, and the additional use of (18)F-FDG PET/CT for the current assessment of NPC at diagnosis does not appear to be justified in this cohort of patients.
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Affiliation(s)
- A D King
- Department of Diagnostic Radiology & Organ Imaging, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
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Maunoury C, Halimi P. [Imaging and PET-CT of head and neck cancers]. JOURNAL DE RADIOLOGIE 2008; 89:403-412. [PMID: 18408641 DOI: 10.1016/s0221-0363(08)89017-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Affiliation(s)
- C Maunoury
- Département de Physiologie et Radio-Isotopes, Hôpital Européen Georges-Pompidou, 20 rue Leblanc, Paris Cedex 15
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Song SL, Liu JJ, Huang G, Wang ZH, Song YY, Sun XG, Chen T. Changes in 18F-FDG Uptake Within Minutes After Chemotherapy in a Rabbit VX2 Tumor Model. J Nucl Med 2008; 49:303-9. [DOI: 10.2967/jnumed.107.044206] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
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Ng SH, Ko SF, Yen TC. Nasopharyngeal Carcinoma. Cancer Imaging 2008. [DOI: 10.1016/b978-012374212-4.50126-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Gordin A, Golz A, Daitzchman M, Keidar Z, Bar-Shalom R, Kuten A, Israel O. Fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography imaging in patients with carcinoma of the nasopharynx: diagnostic accuracy and impact on clinical management. Int J Radiat Oncol Biol Phys 2007; 68:370-6. [PMID: 17324532 DOI: 10.1016/j.ijrobp.2006.12.028] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2006] [Revised: 12/06/2006] [Accepted: 12/08/2006] [Indexed: 10/23/2022]
Abstract
PURPOSE To assess the value of (18)F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) in patients with nasopharyngeal carcinoma as compared with PET and conventional imaging (CI) alone, and to assess the impact of PET/CT on further clinical management. METHODS AND MATERIALS Thirty-three patients with nasopharyngeal carcinoma had 45 PET/CT examinations. The study was a retrospective analysis. Changes in patient care resulting from the PET/CT studies were recorded. RESULTS Positron emission tomography/computed tomography had sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of 92%, 90%, 90%, 90%, and 91%, respectively, as compared with 92%, 65%, 76%, 86%, and 80% for PET and 92%, 15%, 60%, 60%, and 60% for CI. Imaging with PET/CT altered further management of 19 patients (57%). Imaging with PET/CT eliminated the need for previously planned diagnostic procedures in 11 patients, induced a change in the planned therapeutic approach in 5 patients, and guided biopsy to a specific metabolically active area inside an edematous region in 3 patients, thus decreasing the chances for tissue sampling errors and avoiding damage to nonmalignant tissue. CONCLUSIONS In cancer of the nasopharynx, the diagnostic performance of PET/CT is better than that of stand-alone PET or CI. Positron emission tomography/computed tomography had a major impact on further clinical management in 57% of patients.
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Affiliation(s)
- Arie Gordin
- Department of Otolaryngology, Rambam Health Care Campus, Haifa, Israel.
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