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Agarwal A, Wehrle CJ, Satish S, Mahajan P, Kamath S, Koyfman S, Ma WW, Linganna M, Modaresi Esfeh J, Miller C, Kwon DCH, Schlegel A, Aucejo F. PET-Assessed Metabolic Tumor Volume Across the Spectrum of Solid-Organ Malignancies: A Review of the Literature. Biomedicines 2025; 13:123. [PMID: 39857707 PMCID: PMC11762135 DOI: 10.3390/biomedicines13010123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 01/05/2025] [Indexed: 01/27/2025] Open
Abstract
Solid-organ malignancies represent a significant disease burden and remain one of the leading causes of death globally. In the past few decades, the rapid evolution of imaging modalities has shifted the paradigm towards image-based precision medicine, especially in the care of patients with solid-organ malignancies. Metabolic tumor volume (MTV) is one such semi-quantitative parameter obtained from positron emission tomography (PET) imaging with 18F-fluorodeoxyglucose (FDG) that has been shown to have significant implications in the clinical oncology setting. Across various solid tumor malignancies, including lung cancer, head and neck cancer, breast cancer, esophageal cancer, and colorectal cancer, the current literature has demonstrated an association between MTV and various clinical outcomes. MTV may be used in conjunction with several existing and established clinical parameters to help inform risk stratification and treatment strategies and predict outcomes in cancer. Optimizing such volumetric parameters is paramount for advancing efforts to advance cancer care for our patients. While such advancements are made, it is important to investigate and address the limitations of MTV, including variability in terms of measurement methods, a lack of standardized cut-off values, and the impact of inherent tumor heterogeneity. Despite these limitations, which can precipitate challenges in standardization, MTV as a prognostic factor has great potential and opens an avenue for the future integration of technology into an image-based precision medicine model of care for cancer patients. This article serves as a narrative review and explores the utility and limitations of PET-MTV in various settings of solid-organ malignancy.
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Affiliation(s)
- Anusha Agarwal
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH 44195, USA;
| | - Chase J. Wehrle
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Sangeeta Satish
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Paresh Mahajan
- Department of Radiology, Nuclear Medicine Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Suneel Kamath
- Taussig Cancer Institute, GI Oncology Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Shlomo Koyfman
- Taussig Cancer Institute, Head & Neck Oncology Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Wen Wee Ma
- Taussig Cancer Institute, GI Oncology Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Maureen Linganna
- Digestive Diseases and Surgery Institute, Hepatology Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Jamak Modaresi Esfeh
- Digestive Diseases and Surgery Institute, Hepatology Section, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Charles Miller
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - David C. H. Kwon
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Andrea Schlegel
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Federico Aucejo
- Digestive Diseases and Surgery Institute, HPB and Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
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Wang HH, Steffens EN, Kats-Ugurlu G, van Etten B, Burgerhof JGM, Hospers GAP, Plukker JTM. Potential Predictive Immune and Metabolic Biomarkers of Tumor Microenvironment Regarding Pathological and Clinical Response in Esophageal Cancer After Neoadjuvant Chemoradiotherapy: A Systematic Review. Ann Surg Oncol 2024; 31:433-451. [PMID: 37777688 PMCID: PMC10695872 DOI: 10.1245/s10434-023-14352-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/13/2023] [Indexed: 10/02/2023]
Abstract
INTRODUCTION The tumor microenvironment (TME) plays a crucial role in therapy response and modulation of immunologic surveillance. Adjuvant immunotherapy has recently been introduced in post-surgery treatment of locally advanced esophageal cancer (EC) with residual pathological disease after neoadjuvant chemoradiotherapy (nCRT). F-18 fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG-PET/CT) remains a valuable imaging tool to assess therapy response and to visualize metabolic TME; however, there is still a paucity in understanding the interaction between the TME and nCRT response. This systematic review investigated the potential of TME biomarkers and 18F-FDG-PET/CT features to predict pathological and clinical response (CR) after nCRT in EC. METHODS A literature search of the Medline and Embase electronic databases identified 4190 studies. Studies regarding immune and metabolic TME biomarkers and 18F-FDG-PET/CT features were included for predicting pathological response (PR) and/or CR after nCRT. Separate analyses were performed for 18F-FDG-PET/CT markers and these TME biomarkers. RESULTS The final analysis included 21 studies-10 about immune and metabolic markers alone and 11 with additional 18F-FDG-PET/CT features. High CD8 infiltration before and after nCRT, and CD3 and CD4 infiltration after nCRT, generally correlated with better PR. A high expression of tumoral or stromal programmed death-ligand 1 (PD-L1) after nCRT was generally associated with poor PR. Moreover, total lesion glycolysis (TLG) and metabolic tumor volume (MTV) of the primary tumor were potentially predictive for clinical and PR. CONCLUSION CD8, CD4, CD3, and PD-L1 are promising immune markers in predicting PR, whereas TLG and MTV are potential 18F-FDG-PET/CT features to predict clinical and PR after nCRT in EC.
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Affiliation(s)
- H H Wang
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - E N Steffens
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - G Kats-Ugurlu
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - B van Etten
- Department of Surgical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - J G M Burgerhof
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - G A P Hospers
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - J T M Plukker
- Department of Surgical Oncology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
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Xia L, Li X, Zhu J, Gao Z, Zhang J, Yang G, Wang Z. Prognostic value of baseline 18F-FDG PET/CT in patients with esophageal squamous cell carcinoma treated with definitive (chemo)radiotherapy. Radiat Oncol 2023; 18:41. [PMID: 36829219 PMCID: PMC9960216 DOI: 10.1186/s13014-023-02224-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 02/07/2023] [Indexed: 02/26/2023] Open
Abstract
PURPOSE To investigate the prognostic value of baseline 18F-FDG PET/CT in patients with esophageal squamous cell carcinoma (ESCC) treated with definitive (chemo)radiotherapy. METHODS A total of 98 ESCC patients with cTNM stage T1-4, N1-3, M0 who received definitive (chemo)radiotherapy after 18F-FDG PET/CT examination from December 2013 to December 2020 were retrospectively analyzed. Clinical factors included age, sex, histologic differentiation grade, tumor location, clinical stage, and treatment strategies. Parameters obtained by 18F-FDG PET/CT included SUVmax of primary tumor (SUVTumor), metabolic tumor volume (MTV), total lesion glycolysis (TLG), SUVmax of lymph node (SUVLN), PET positive lymph nodes (PLNS) number, the shortest distance between the farthest PET positive lymph node and the primary tumor in three-dimensional space after the standardization of the patient BSA (SDmax(LN-T)). Univariate and multivariate analysis was conducted by Cox proportional hazard model to explore the significant factors affecting overall survival (OS) and progression-free survival (PFS) in ESCC patients. RESULTS Univariate analysis showed that tumor location, SUVTumor, MTV, TLG, PLNS number, SDmax (LN-T) were significant predictors of OS and tumor location, and clinical T stage, SUVTumor, MTV, TLG, SDmax (LN-T) were significant predictors of PFS (all p < 0.1). Multivariate analysis showed that MTV and SDmax (LN-T) were independent prognostic factors for OS (HR = 1.018, 95% CI 1.006-1.031; p = 0.005; HR = 6.988, 95% CI 2.119-23.042; p = 0.001) and PFS (HR = 1.019, 95% CI 1.005-1.034; p = 0.009; HR = 5.819, 95% CI 1.921-17.628; p = 0.002). Combined with independent prognostic factors MTV and SDmax (LN-T), we can further stratify patient risk. CONCLUSIONS Before treatment, 18F-FDG PET/CT has important prognostic value for patients with ESCC treated with definitive (chemo)radiotherapy. The lower the value of MTV and SDmax (LN-T), the better the prognosis of patients.
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Affiliation(s)
- Lianshuang Xia
- grid.412521.10000 0004 1769 1119Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong China
| | - Xiaoxu Li
- grid.412521.10000 0004 1769 1119Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong China
| | - Jie Zhu
- grid.412521.10000 0004 1769 1119Department of Scientific Research Management and Foreign Affairs, The Affiliated Hospital of Qingdao University, Qingdao, Shandong China
| | - Zhaisong Gao
- grid.412521.10000 0004 1769 1119Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong China
| | - Ju Zhang
- grid.412521.10000 0004 1769 1119Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong China
| | - Guangjie Yang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
| | - Zhenguang Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
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Tang S, Zhang Y, Li Y, Zhang Y, Xu Y, Ding H, Chen Y, Ren P, Ye H, Fu S, Lin S. Predictive value of 18F-FDG PET/CT for evaluating the response to hypofractionated radiotherapy combined with PD-1 blockade in non-small cell lung cancer. Front Immunol 2023; 14:1034416. [PMID: 36860861 PMCID: PMC9969129 DOI: 10.3389/fimmu.2023.1034416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 01/25/2023] [Indexed: 02/15/2023] Open
Abstract
Purpose This retrospective study aimed to investigate 18F-fluorodeoxyglucose (18F-FDG)-positron emission tomography/computed tomography (PET/CT) as a predictor of response to hypofractionated radiotherapy (HFRT) combined with programmed cell death-1 (PD-1) blockade for lung cancer. Methods We included 41 patients with advanced non-small cell lung cancer (NSCLC) in this study. PET/CT was performed before (SCAN-0) and one month (SCAN-1), three months (SCAN-2), and six months (SCAN-3) after treatment. Using the European Organization for Research and Treatment of Cancer 1999 criteria and PET response criteria in solid tumors, treatment responses were classified as complete metabolic response (CMR), partial metabolic response (PMR), stable metabolic disease (SMD), or progressive metabolic disease (PMD). Patients were further categorized as those with metabolic benefits (MB; SMD, PMR, and CMR) and those without MBs (NO-MB; PMD). We analyzed the prognosis and overall survival (OS) of patients with new visceral/bone lesions during treatment. Based on the findings, we generated a nomogram to predict survival. Receiver operating characteristics and calibration curves were used to evaluate the accuracy of the prediction model. Results The mean OS based on SCANs 1, 2, and 3 was significantly higher in patients with MB and those without new visceral/bone lesions. The prediction nomogram for survival had a high area under the curve and a high predictive value based on the receiver operating characteristics and calibration curves. Conclusion 18FDG-PET/CT has the potential to predict the outcomes of HFRT combined with PD-1 blockade in NSCLC. Therefore, we recommend using a nomogram to predict patient survival.
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Affiliation(s)
- Shan Tang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.,Department of Oncology, The First People's Hospital of Guangyuan, Guangyuan, China
| | - Yan Zhang
- Department of Oncology, The People's Hospital of Luzhou, Luzhou, China
| | - Yunfei Li
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yan Zhang
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yuke Xu
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Haoyuan Ding
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yue Chen
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Peirong Ren
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Hua Ye
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Shaozhi Fu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Sheng Lin
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
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Prognostic Value of 18F-FDG PET/CT Volume-Based Metabolic Parameters in Patients with Node-Negative Stage II Esophageal Squamous Cell Carcinoma. Metabolites 2021; 12:metabo12010007. [PMID: 35050129 PMCID: PMC8781087 DOI: 10.3390/metabo12010007] [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: 11/30/2021] [Revised: 12/14/2021] [Accepted: 12/18/2021] [Indexed: 12/02/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) is a major cancer prevalent in Asian males. Pretreatment tumor burden can be prognostic for ESCC. We studied the prognostic value of metabolic parameters of 2-deoxy-2-[18F] fluoro-D-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) and the serum squamous cell carcinoma antigen (SCC-Ag) level in node-negative stage II ESCC patients. Eighteen males underwent staging evaluation were included. The volume-based metabolic parameters derived from 18F-FDG PET/CT, including metabolic tumor volume (MTV) and total lesion glycolysis (TLG), were obtained using the PET Volume Computer Assisted Reading application. The Spearman correlation coefficients were calculated to assess the relationship between metabolic parameters and pretreatment serum SCC-Ag levels. Based on the 5-year follow-up, patients were sub-divided into the demised and the stable groups. Potential prognostic value was assessed by independent t-test and the Mann–Whitney U test. The association of overall survival was assessed using univariate and multivariate Cox regression analyses. The demised group showed significant higher values in serum SCC-Ag, as well as in MTV and TLG, but not SUVmax and SUVmean. The SUVmax, MTV, TLG, and serum SCC-Ag showed significant association with overall survival. Our findings suggest potential usage of pretreatment volume-based metabolic parameters of 18F-FDG PET/CT and serum SCC-Ag as prognostic factors for node-negative stage II ESCC patients.
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Hotta M, Minamimoto R, Toyohara J, Nohara K, Nakajima K, Takase K, Yamada K. Efficacy of cell proliferation imaging with 4DST PET/CT for predicting the prognosis of patients with esophageal cancer: a comparison study with FDG PET/CT. Eur J Nucl Med Mol Imaging 2021; 48:2615-2623. [PMID: 33438100 DOI: 10.1007/s00259-020-05179-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 12/26/2020] [Indexed: 12/24/2022]
Abstract
PURPOSE 4'-[Methyl-11C] thiothymidine (4DST) incorporates into DNA directly and is a PET tracer used for cell proliferation imaging. The aim of this study was to evaluate the prediction of prognosis with pretreatment 4DST PET/CT compared to fluorodeoxyglucose (FDG) PET/CT in patients with esophageal cancer. METHODS In this prospective study, we analyzed 46 patients (68.2 ± 10.0 years old) with pathologically proven esophageal squamous cell cancer who underwent pretreatment 4DST and FDG PET/CT. The maximum standardized uptake value (SUVmax), metabolic tumor volume (MTV), total lesion glycolysis (TLG), and total lesion proliferation (TLP) were measured for FDG and 4DST PET. The study endpoints were progression-free survival (PFS) and overall survival (OS). Patients' clinical backgrounds, including age, histological type, clinical stage, and surgical treatment, were adjusted using the Cox proportional-hazards model. RESULTS In the follow-up period (median 18.8 (interquartile range: 10.1-29.0) months), 26 and 19 patients showed disease progression and cancer-related death, respectively. After adjusting for clinical variables, only the 4DST parameters (SUVmax (p = 0.001) and TLP (p = 0.022)) were statistically significant for predicting PFS. FDG MTV (p = 0.031), 4DST SUVmax (p = 0.022), and TLP (p = 0.023) were statistically significant for predicting OS. Of the PET parameters, 4DST SUVmax yielded the highest adjusted hazard ratio for both PFS (4.88, 95% confidence intervals (CI): 1.83-12.97) and OS (4.19, 95% CI: 1.23-14.20). CONCLUSION Higher accumulation of 4DST in the primary tumor may lead to shorter OS and PFS. 4DST PET/CT is useful for predicting prognosis and may outperform FDG PET/CT.
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Affiliation(s)
- Masatoshi Hotta
- Department of Nuclear Medicine, National Center for Global Health and Medicine, 1-21-1, Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan.
- Department of Diagnostic Radiology, Tohoku University Hospital, 1-1, Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan.
| | - Ryogo Minamimoto
- Department of Nuclear Medicine, National Center for Global Health and Medicine, 1-21-1, Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Jun Toyohara
- Functional Brain Research Team for Neuroimaging, Tokyo Metropolitan Institute of Gerontology, 35-2, Sakae-cho, Itabashi-ku, Tokyo, 173-0015, Japan
| | - Kyoko Nohara
- Department of Surgery, National Center for Global Health and Medicine, 1-21-1, Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Kazuhiko Nakajima
- Department of Nuclear Medicine, National Center for Global Health and Medicine, 1-21-1, Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Kei Takase
- Department of Diagnostic Radiology, Tohoku University Hospital, 1-1, Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Kazuhiko Yamada
- Department of Surgery, National Center for Global Health and Medicine, 1-21-1, Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
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Liu DD, Li J, Li X, Xie L, Qin L, Peng F, Cheng MH. Prognostic value of metabolic tumor volume and total lesion glycolysis from ¹⁸F-FDG PET/CT in lymph node metastases and risk stratification of endometrial carcinoma. J Gynecol Oncol 2020; 30:e89. [PMID: 31576685 PMCID: PMC6779626 DOI: 10.3802/jgo.2019.30.e89] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 03/01/2019] [Accepted: 04/18/2019] [Indexed: 12/19/2022] Open
Abstract
Objective To investigate the prognostic value of metabolic tumor volume (MTV) and total lesion glycolysis (TLG), measured by preoperative 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT), in risk stratification of patients with endometrial carcinoma (EC). Methods The patients with pathological diagnosis of EC who underwent preoperative 18F-FDG PET/CT imaging were retrospectively selected for analysis of the prognostic values of PET parameters in risk classification and lymph node metastases (LNMs). Receiver-operating-characteristic analysis was used to analyze the correlation of PET parameters cutoff values with deep myometrial invasion (MI), lymphovascular space involvement and LNM for prognostic values in risk stratification. Results The sensitivity, specificity, positive predictive value, negative predictive value and accuracy for detection of LNM are 83.3%, 99.7%, 90.9%, 99.5% and 99.2%, respectively. The MTV and TLG of primary lesion of EC in the patients with LNM are notably higher than those in patients without LNM, p<0.010. The MTV and TLG of the EC primary lesions in high-risk patients are significantly higher than those in low-risk patients (p<0.010), but the maximum standardized uptake value (SUVmax) is not. The MTV and TLG of primary lesions were superior to SUVmax for predicting of deep MI, LNM and high-risk of EC (p<0.005). Conclusion MTV and TLG of primary lesions are more valuable in predicting risk stratification of EC patients. Preoperative 18F-FDG PET/CT imaging is useful in predicting the LNM of EC and may help guide pelvic lymphadenectomy to avoid unnecessary pelvic lymphadenectomy in EC patients with low-risk stratification.
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Affiliation(s)
- Dou Dou Liu
- Department of Nuclear Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Department of Radiology, FUWAI Central China Cardiovascular Hospital, Zhengzhou, China
| | - Jianfang Li
- Department of Nuclear Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaomao Li
- Department of Gynecology, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Liangjun Xie
- Department of Nuclear Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Luping Qin
- Department of Nuclear Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Fangyu Peng
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Mu Hua Cheng
- Department of Nuclear Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
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Meijer TWH, Looijen-Salamon MG, Lok J, van den Heuvel M, Tops B, Kaanders JHAM, Span PN, Bussink J. Glucose and glutamine metabolism in relation to mutational status in NSCLC histological subtypes. Thorac Cancer 2019; 10:2289-2299. [PMID: 31668020 PMCID: PMC6885430 DOI: 10.1111/1759-7714.13226] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 09/27/2019] [Accepted: 09/28/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Both hypoxia and oncogenic mutations rewire tumor metabolism. In this study, glucose and glutamine metabolism-related markers were examined in stage I - resectable stage IIIA non-small cell lung cancer (NSCLC). Furthermore, expression of metabolism-related markers was correlated with mutational status to examine mutations associated with rewired tumor metabolism. METHODS Mutation analysis was performed for 97 tumors. Glucose and glutamine metabolism-related marker expression was measured by immunofluorescent staining (protein) and qPCR (mRNA) (n = 81). RESULTS Glutamine metabolism-related markers were significantly higher in adeno- than squamous cell NSCLCs. Glucose transporter 1 (GLUT1) protein expression was higher in solid compared to lepidic adenocarcinomas (P < 0.01). In adenocarcinomas, mRNA expression of glutamine transporter SLC1A5 correlated with tumor size (r(p) = 0.41, P = 0.005). Furthermore, SLC1A5 protein expression was significantly higher in adenocarcinomas with worse pTNM stage (r(s) = 0.39, P = 0.009). EGFR-mutated tumors showed lower GLUT1 protein (P = 0.017), higher glutaminase 2 (GLS2) protein (P = 0.025) and higher GLS2 mRNA expression (P = 0.004), compared to EGFR wild-type tumors. GLS mRNA expression was higher in KRAS-mutated tumors (P = 0.019). TP53-mutated tumors showed higher GLUT1 expression (P = 0.009). CONCLUSIONS NSCLC is a heterogeneous disease, with differences in mutational status and metabolism-related marker expression between adeno- and squamous cell NSCLCs, and also within adenocarcinoma subtypes. GLUT1 and SLC1A5 expression correlate with aggressive tumor behavior in adenocarcinomas but not in squamous cell NSCLCs. Therefore, these markers could steer treatment modification for subgroups of adenocarcinoma patients. TP53, EGFR and KRAS mutations are associated with expression of glucose and glutamine metabolism-related markers in NSCLC.
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Affiliation(s)
- Tineke W H Meijer
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Jasper Lok
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Michel van den Heuvel
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan Tops
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Johannes H A M Kaanders
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Paul N Span
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Johan Bussink
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
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Prognostic value of 18F-FDG PET/MR imaging biomarkers in oesophageal squamous cell carcinoma. Eur J Radiol 2019; 120:108671. [PMID: 31629121 DOI: 10.1016/j.ejrad.2019.108671] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Revised: 09/05/2019] [Accepted: 09/12/2019] [Indexed: 12/14/2022]
Abstract
PURPOSE To correlate the clinical stage and prognosis of oesophageal squamous cell carcinoma (SCC) using the imaging biomarkers from integrated positron emission tomography (PET)/magnetic resonance imaging (MRI). METHODS In total, 54 consecutive patients with oesophageal SCC who receive PET/MRI scan were recruited before treatment. The imaging biomarkers used were the mean and minimal apparent diffusion coefficients (ADCmean and ADCmin), standardized uptake value (SUV), metabolic tumour volume (MTV), and total lesion glycolysis (TLG) of tumours. The correlation between each imaging biomarker and survival was investigated using the Cox proportional hazards model. RESULTS ADCmean was negatively correlated with SUVmax (r = -0.414, P = 0.025). ADCmin was negatively correlated with SUVmax (r = -0.423, P = 0.001) and SUVpeak (r = -0.402, P = 0.003), and was significantly lower in M1 than in M0 tumours (829.6 vs. 1069.8, P = 0.005). MTV was significantly higher in T3 + (P < 0.001), N1 + (P = 0.014) and TNM stage III + (P < 0.001) tumours. TLG was significantly higher in T3 + (P < 0.001), N1 + (P < 0.001), M1 (P = 0.045) and TNM stage III + (P < 0.001) tumours. The MTV/ADCmin ratio exhibited the highest area under the receiver operating characteristic curve (AUROC) for predicting M1 and advanced TNM stage tumours. Multivariate analysis for progression-free survival (PFS) and overall survival (OS) showed that a larger MTV/ADCmin was associated with a shorter PFS and OS (P = 0.024 and 0.046, respectively). CONCLUSION The imaging biomarkers in integrated PET/MRI may predict clinical stage and survival in patients with oesophageal SCC.
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18F-FDG-PET/CT Imaging in Advanced Glottic Cancer: A Tool for Clinical Decision in Comparison with Conventional Imaging. CONTRAST MEDIA & MOLECULAR IMAGING 2019; 2019:4051206. [PMID: 31558887 PMCID: PMC6755300 DOI: 10.1155/2019/4051206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 04/08/2019] [Accepted: 07/07/2019] [Indexed: 11/17/2022]
Abstract
This study assessed the role of 18F-FDG PET-CT (PET/CT) to detect the cartilage and paraglottic infiltration in advanced glottic cancer comparing the results with those of conventional imaging (CI) (contrast-enhanced computed tomography and/or magnetic resonance). In addition, we assessed the prognostic value of quantitative parameters, measured on baseline PET/CT, in terms of event-free survival (EFS) and overall survival (OS). We retrospectively analyzed 27 patients with glottic squamous cell carcinoma stage III and IVA, treated in our institute between 2010 and 2016, comparing PET/CT, performed for staging and radiotherapy planning, and CI findings. Cohen's K was used to compare concordance between PET/CT and CI. Imaging findings were correlated with endoscopic evaluation and histological reports (gold standard (GS)). All lesions shown by CI were also detected by PET/CT imaging, and in 5 cases, a better definition of local infiltration was achieved with PET/CT than CI (5 CT). Sensitivity, specificity, and accuracy of PET/CT and CT were 95%, 86%, and 93% and 70%, 86%, and 74% for, respectively. MRI showed sensitivity and specificity of 100%. One false-negative (FN) cases and 1 false-positive (FP) case were observed with PET/CT with no difference compared to MRI (10 cases). Six FN cases and 1 FP case were observed with CT. Cohen's K was 0.60 (PET vs. CI) and 0.80 (PET vs. GS). Patients were followed-up for at least 24 months to calculate EFS and OS. 13 local recurrence and 7 deaths were recorded. Among quantitative PET parameters, baseline MTV was the most powerful predictor of outcome. Our data suggest a reliable sensitivity and accuracy of PET/CT in the evaluation of local extension, proving a useful method for initial local staging in addition to the well-established role in lymph-node and distant sites assessment. Furthermore, pretreatment MTV provides better prognostic information than other PET/CT parameters.
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11
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Schawkat K, Sah BR, Ter Voert EE, Delso G, Wurnig M, Becker AS, Leibl S, Schneider PM, Reiner CS, Huellner MW, Veit-Haibach P. Role of intravoxel incoherent motion parameters in gastroesophageal cancer: relationship with 18F-FDG-positron emission tomography, computed tomography perfusion and magnetic resonance perfusion imaging parameters. THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF RADIOPHARMACEUTICAL CHEMISTRY AND BIOLOGY 2019; 65:178-186. [PMID: 31496202 DOI: 10.23736/s1824-4785.19.03153-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Identification of pretherapeutic predictive markers in gastro-esophageal cancer is essential for individual-oriented treatment. This study evaluated the relationship of multimodality parameters derived from intravoxel incoherent motion method (IVIM), 18F-FDG-positron emission tomography (PET), computed tomography (CT) perfusion and dynamic contrast enhanced magnetic resonance imaging (MRI) in patients with gastro-esophageal cancer and investigated their histopathological correlation. METHODS Thirty-one consecutive patients (28 males; median age 63.9 years; range 37-84 years) with gastro-esophageal adenocarcinoma (N.=22) and esophageal squamous cell carcinoma (N.=9) were analyzed. IVIM parameters: pseudodiffusion (D*), perfusion fraction (fp), true diffusion (D) and the threshold b-value (bval); PET-parameters: SUV<inf>max</inf>, metabolic tumor volume (MTV) and total lesion glycolysis (TLG); CT perfusion parameters: blood flow (BF), blood volume (BV) and mean transit time (MTT); and MR perfusion parameters: time to enhance, positive enhancement integral, time-to-peak (TTP), maximum-slope-of-increase, and maximum-slope-of-decrease were determined, and correlated to each other and to histopathology. RESULTS IVIM and PET parameters showed significant negative correlations: MTV and bval (r<inf>s</inf> =-0.643, P=0.002), TLG and bval (r<inf>s</inf>=-0.699, P<0.01) and TLG and fp (r<inf>s</inf>=-0.577, P=0.006). Positive correlation was found for TLG and D (r<inf>s</inf>=0.705, P=0.000). Negative correlation was found for bval and staging (r<inf>s</inf>=0.590, P=0.005). Positive correlation was found for positive enhancement interval and BV (r<inf>s</inf>=0.547, P=0.007), BF and regression index (r<inf>s</inf>=0.753, P=0.005) and for time-to-peak and staging (r<inf>s</inf>=0.557, P=0.005). CONCLUSIONS IVIM parameters (bval, fp, D) provide quantitative information and correlate with PET parameters (MTV, TLG) and staging. IVIM might be a useful tool for additional characterization of gastro-esophageal cancer.
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Affiliation(s)
- Khoschy Schawkat
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland - .,University of Zurich, Zurich, Switzerland -
| | - Bert-Ram Sah
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland.,Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Edwin E Ter Voert
- University of Zurich, Zurich, Switzerland.,Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Gaspar Delso
- Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Moritz Wurnig
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Anton S Becker
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Sebastian Leibl
- Department of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Paul M Schneider
- Center for Visceral, Thoracic and Specialized Tumor Surgery, Hirslanden Medical Center, Zurich, Switzerland
| | - Cäcilia S Reiner
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Martin W Huellner
- University of Zurich, Zurich, Switzerland.,Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Patrick Veit-Haibach
- Department of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland.,Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Toronto, Toronto, ON, Canada.,Toronto Joint Department of Medical Imaging, University Hospital of Zurich, Toronto General Hospital, Zurich, Switzerland
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12
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Baiocco S, Sah BR, Mallia A, Kelly-Morland C, Neji R, Stirling JJ, Jeljeli S, Bevilacqua A, Cook GJR, Goh V. Exploratory radiomic features from integrated 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging are associated with contemporaneous metastases in oesophageal/gastroesophageal cancer. Eur J Nucl Med Mol Imaging 2019; 46:1478-1484. [PMID: 30919055 PMCID: PMC6533412 DOI: 10.1007/s00259-019-04306-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 03/04/2019] [Indexed: 11/03/2022]
Abstract
PURPOSE The purpose of this study was to determine if 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging (18F-FDG PET/MRI) features are associated with contemporaneous metastases in patients with oesophageal/gastroesophageal cancer. METHODS Following IRB approval and informed consent, patients underwent a staging PET/MRI following 18F-FDG injection (326 ± 28 MBq) and 156 ± 23 min uptake time. First-order histogram and second-order grey level co-occurrence matrix features were computed for PET standardized uptake value (SUV) and MRI T1-W, T2-W, diffusion weighted (DWI) and apparent diffusion coefficient (ADC) images for the whole tumour volume. K-means clustering assessed the correlation of feature-pairs with metastases. Multivariate analysis of variance (MANOVA) was performed to assess the statistical separability of the groups identified by feature-pairs. Sensitivity (SN), specificity (SP), positive predictive value (PPV), negative predictive value (NPV), and accuracy (ACC) were calculated for these features and compared with SUVmax, ADCmean and maximum diameter alone for predicting contemporaneous metastases. RESULTS Twenty patients (18 males, 2 female; median 67 years, range 52-86) comprised the final study cohort; ten patients had metastases. Lower second-order SUV entropy combined with higher second-order ADC entropy were the best feature-pair for discriminating metastatic patients, MANOVA p value <0.001 (SN = 80%, SP = 80%, PPV = 80%, NPV = 80%, ACC = 80%). SUVmax (SN = 30%, SP = 80%, PPV = 60%, NPV = 53%, ACC = 55%), ADCmean (SN = 20%, SP = 70%, PPV = 40%, NPV = 47%, ACC = 45%) and tumour maximum diameter (SN = 10%, SP = 90%, PPV = 50%, NPV = 50%, ACC = 50%) had poorer sensitivity and accuracy. CONCLUSION High ADC entropy combined with low SUV entropy is associated with a higher prevalence of metastases and a promising initial signature for future study.
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Affiliation(s)
- Serena Baiocco
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
- Advanced Research Center for Electronic Systems (ARCES), University of Bologna, Bologna, Italy
- Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Bologna, Italy
| | - Bert-Ram Sah
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Andrew Mallia
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Christian Kelly-Morland
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Radhouene Neji
- MR Research Collaborations, Siemens Healthcare, Frimley, UK
| | - J James Stirling
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Sami Jeljeli
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Alessandro Bevilacqua
- Advanced Research Center for Electronic Systems (ARCES), University of Bologna, Bologna, Italy
- Department of Computer Science and Engineering (DISI), University of Bologna, Bologna, Italy
| | - Gary J R Cook
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Vicky Goh
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK.
- Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, Lambeth Wing, St Thomas Hospital, Westminster Bridge Road, London, SE1 7EH, UK.
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Foley KG, Christian A, Peaker J, Marshall C, Spezi E, Kynaston H, Roberts A. Cyclo-oxygenase-2 expression is associated with mean standardised uptake value on 18F-Fluorodeoxyglucose positron emission tomography in oesophageal adenocarcinoma. Br J Radiol 2019; 92:20180668. [PMID: 30982333 DOI: 10.1259/bjr.20180668] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES This pilot study investigated the association of four PET image features and cyclo-oxygenase-2 (COX-2) expression in patients with oesophageal adenocarcinoma. The prognostic significance of these biomarkers was also assessed. METHODS 50 consecutive patients [median age = 68 (range 47 - 84), males = 45) with oesophageal adenocarcinoma had PET/CT staging between January 2011 and July 2015. The maximum and mean standardised uptake values (SUVmax and SUVmean), metabolic tumour volume (MTV) and tumour lesion glycolysis (TLG) were calculated from the primary tumour. Their association with COX-2 status was assessed using Mann-Whitney U tests. Kaplan-Meier and Cox regression analysis tested their prognostic significance. A p-value < 0.05 was considered statistically significant. RESULTS 32 tumours (64.0%) were COX-2 positive. There was a significant association between SUVmean and COX-2 status (p = 0.019). TLG (hazard ratio (HR) 1.001, 95 % confidence intervals (CI) 1.000 - 1.002, p = 0.018) was significantly associated with overall survival on multivariable analysis. CONCLUSIONS This study investigated the association between PET image features and COX-2 expression in oesophageal adenocarcinoma. The preliminary results signal that a combination of TLG (calculated as product of MTV and SUVmean) and COX-2 status may be a strong and clinically important prognostic biomarker. Our research group are planning a prospective, multi-centre study to validate these findings. ADVANCES IN KNOWLEDGE Mean standardised uptake value (SUVmean) on PET imaging is associated with COX-2 expression in oesophageal adenocarcinoma.
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Affiliation(s)
- Kieran G Foley
- 1 Division of Cancer & Genetics, School of Medicine, Cardiff University , Cardiff , UK
| | - Adam Christian
- 2 Department of Pathology, University Hospital of Wales , Cardiff , UK
| | - James Peaker
- 2 Department of Pathology, University Hospital of Wales , Cardiff , UK
| | - Christopher Marshall
- 3 Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), Cardiff University , Cardiff , UK
| | - Emiliano Spezi
- 4 School of Engineering, Cardiff University , Cardiff , UK
| | - Howard Kynaston
- 1 Division of Cancer & Genetics, School of Medicine, Cardiff University , Cardiff , UK
| | - Ashley Roberts
- 5 Department of Radiology, University Hospital of Wales , Cardiff , UK
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Lin CS, Huang YY, Pan SC, Cheng CT, Liu CC, Shih CH, Ho HL, Yeh YC, Chou TY, Lee MY, Wei YH. Involvement of increased p53 expression in the decrease of mitochondrial DNA copy number and increase of SUV max of FDG-PET scan in esophageal squamous cell carcinoma. Mitochondrion 2019; 47:54-63. [PMID: 31071450 DOI: 10.1016/j.mito.2019.05.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 03/27/2019] [Accepted: 05/01/2019] [Indexed: 12/13/2022]
Abstract
We appraised Warburg effect through analysis of mitochondrial DNA (mtDNA) copy number and maximum standard uptake value (SUVmax) of 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) scan and their alterations in esophageal squamous cell carcinoma (ESCC). Later T-status and longer longitudinal tumor length were associated with lower mtDNAESCC copy number (p < .05) but higher SUVmax-ESCC (p < .05), respectively. Lower mtDNAESCC copy number correlated with higher SUVmax-ESCC, reciprocally (p < .05). ESCCs expressing mutant p53 protein had lower mtDNAESCC copy number (p = .056) but higher SUVmax-ESCC (p = .046). We conclude that mutant p53 protein may be involved in the Warburg effect of ESCC.
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Affiliation(s)
- Chen-Sung Lin
- Center for General Education, Kainan University, Taoyuan City, Taiwan; School of Life Science, National Taiwan Normal University, Taipei, Taiwan; Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Division of Thoracic Surgery, Taipei Hospital, Ministry of Health and Welfare, New Taipei City, Taiwan; Division of Thoracic Surgery, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan
| | - Yu-Yi Huang
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Department of Nuclear Medicine, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan
| | - Siao-Cian Pan
- Center for Mitochondrial Medicine and Free Radical Research, Changhua Christian Hospital, Changhua City, Taiwan
| | - Chih-Tao Cheng
- Division of Psychiatry, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan
| | - Chia-Chuan Liu
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Division of Thoracic Surgery, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan
| | - Chih-Hsun Shih
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Division of Thoracic Surgery, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan
| | - Hsiang-Ling Ho
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yi-Chen Yeh
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Teh-Ying Chou
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ming-Yuan Lee
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Department of Pathology, Koo-Foundation Sun Yat-sen Cancer Center, Taipei, Taiwan.
| | - Yau-Huei Wei
- Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Center for Mitochondrial Medicine and Free Radical Research, Changhua Christian Hospital, Changhua City, Taiwan.
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Wang T, Wang Z. [Application of Metabolic Parameters Measured by ¹⁸F-FDG PET/CT in the Evaluation of the Prognosis of Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2019; 22:167-172. [PMID: 30909997 PMCID: PMC6441117 DOI: 10.3779/j.issn.1009-3419.2019.03.09] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
基于肺癌肿瘤-淋巴结-转移(tumor-node-metastasis, TNM)分期的治疗方案制定和预后评价是目前国内外肺癌指南中的基本原则。18氟代脱氧葡萄糖正电子发射计算机断层显像(18F-deoxyglucose positron emission tomography/computed tomography, 18F-FDG PET/CT)代谢参数如标准摄取值(standardized uptake value, SUV)、肿瘤代谢体积(metabolic tumor volume, MTV)、病灶糖酵解总量(total lesion glycolysis, TLG)可以反映肿瘤侵袭性的信息,提供额外的预后信息。将量化的肿瘤代谢负荷MTV、TLG联合传统的TNM分期对患者进行危险分层,作为一种新的分期方式可以辅助临床医师制定更为合适的治疗方案。18F-FDG PET/CT图像纹理分析作为一种新兴研究方法,可以量化肿瘤内放射性摄取的空间分布异质性,进而了解肿瘤的生物学特征。本文对18F-FDG PET/CT代谢参数在非小细胞肺癌患者预后评估的应用进行阐述。
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Affiliation(s)
- Tao Wang
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao 266100, China
| | - Zhenguang Wang
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao 266100, China
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16
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Prognostic Value of Volumetric Parameters of Pretreatment 18F-FDG PET/CT in Esophageal Cancer. Clin Nucl Med 2018; 43:887-894. [DOI: 10.1097/rlu.0000000000002291] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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17
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Mirili C, Guney IB, Paydas S, Seydaoglu G, Kapukaya TK, Ogul A, Gokcay S, Buyuksimsek M, Yetisir AE, Karaalioglu B, Tohumcuoglu M. Prognostic significance of neutrophil/lymphocyte ratio (NLR) and correlation with PET–CT metabolic parameters in small cell lung cancer (SCLC). Int J Clin Oncol 2018; 24:168-178. [DOI: 10.1007/s10147-018-1338-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 08/07/2018] [Indexed: 12/18/2022]
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18
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Yildirim BA, Torun N, Guler OC, Onal C. Prognostic value of metabolic tumor volume and total lesion glycolysis in esophageal carcinoma patients treated with definitive chemoradiotherapy. Nucl Med Commun 2018; 39:553-563. [PMID: 29668513 DOI: 10.1097/mnm.0000000000000837] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE The aim of this study was to evaluate the prognostic importance metabolic tumor volume (MTV), total lesion glycolysis (TLG), and standardized uptake value (SUV) in patients with esophageal cancer treated with definitive chemoradiotherapy. PATIENTS AND METHODS Seventy-two esophageal cancer patients treated with definitive chemoradiotherapy [57 (79%) patients] or definitive radiotherapy [15 (21%) patients] were retrospectively analyzed. The regions equal to or greater than SUV of 2.5 were selected to delineate MTV and TLG was calculated by multiplying the mean SUV by the MTV of the primary lesions. The overall survival (OS) and disease-free survival (DFS) were evaluated for all patients and also patients with squamous cell carcinoma. RESULTS The median survival time was 13.4 months (range: 1.8-119.3 months) for all patients. Maximum SUV, mean SUV, MTV, and TLG values were significantly higher in patients with extensive T-stage (T3-T4) compared with patients with T1-T2 disease. Patients with regional lymph node metastasis had significantly higher MTV and TLG values compared with patients with no lymph node metastasis. On multivariate analysis, MTV, TLG, presence of lymph node metastasis, and lack of concurrent chemotherapy were negative significant prognostic factors for OS and DFS for the entire cohort and for patients with squamous cell carcinoma esophageal cancer. CONCLUSION Metabolic volumes (MTV and TLG), regional lymph node metastasis, and concurrent chemotherapy are major prognostic factors for DFS and OS in patients with esophageal carcinoma. In addition, MTV and TLG are important in predicting nodal metastasis, and together with metabolic volumes, SUV are associated significantly with local tumor invasion.
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Affiliation(s)
| | - Nese Torun
- Nuclear Medicine, Adana Dr Turgut Noyan Research and Treatment Centre, Baskent University Faculty of Medicine, Adana, Turkey
| | | | - Cem Onal
- Departments of Radiation Oncology
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Allum W, Lordick F, Alsina M, Andritsch E, Ba-Ssalamah A, Beishon M, Braga M, Caballero C, Carneiro F, Cassinello F, Dekker JW, Delgado-Bolton R, Haustermans K, Henning G, Hutter B, Lövey J, Netíková IŠ, Obermannová R, Oberst S, Rostoft S, Saarto T, Seufferlein T, Sheth S, Wynter-Blyth V, Costa A, Naredi P. ECCO essential requirements for quality cancer care: Oesophageal and gastric cancer. Crit Rev Oncol Hematol 2018; 122:179-193. [PMID: 29458786 DOI: 10.1016/j.critrevonc.2017.12.019] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Accepted: 12/31/2017] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND ECCO essential requirements for quality cancer care (ERQCC) are checklists and explanations of organisation and actions that are necessary to give high-quality care to patients who have a specific type of cancer. They are written by European experts representing all disciplines involved in cancer care. ERQCC papers give oncology teams, patients, policymakers and managers an overview of the elements needed in any healthcare system to provide high quality of care throughout the patient journey. References are made to clinical guidelines and other resources where appropriate, and the focus is on care in Europe. OESOPHAGEAL AND GASTRIC ESSENTIAL REQUIREMENTS FOR QUALITY CARE: CONCLUSION: Taken together, the information presented in this paper provides a comprehensive description of the essential requirements for establishing a high-quality OG cancer service. The ERQCC expert group is aware that it is not possible to propose a 'one size fits all' system for all countries, but urges that access to multidisciplinary units or centres must be guaranteed for all those with OG cancer.
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Affiliation(s)
- William Allum
- European Society of Surgical Oncology (ESSO); Department of Surgery, Royal Marsden NHS Foundation Trust, London, UK
| | - Florian Lordick
- European Society for Medical Oncology (ESMO); University Cancer Center Leipzig (UCCL), University Medicine Leipzig, Leipzig, Germany
| | - Maria Alsina
- Association of European Cancer Leagues (ECL); Oncology Department, Vall d'Hebron University Hospital and Institute of Oncology, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Elisabeth Andritsch
- International Psycho-Oncology Society (IPOS); Clinical Department of Oncology, University Medical Centre of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Ahmed Ba-Ssalamah
- European Society of Radiology (ESR); Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Vienna, Austria
| | | | - Marco Braga
- European Society for Clinical Nutrition and Metabolism (ESPEN); Department of Surgery, San Raffaele University Hospital, Milan, Italy
| | - Carmela Caballero
- European Organisation for Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - Fatima Carneiro
- European Society of Pathology (ESP); Faculty of Medicine of the University of Porto, Centro Hospitalar de São João and Ipatimup/i3S, Porto, Portugal
| | - Fernando Cassinello
- European Society of Anaesthesiology (ESA); Anaesthesia Department, Candelaria University Hospital, Santa Cruz de Tenerife, Spain
| | - Jan Willem Dekker
- European CanCer Organisation (ECCO) Oncopolicy Committee; Department of Surgery, Reinier de Graaf Gasthuis, Delft, The Netherlands
| | - Roberto Delgado-Bolton
- European Association of Nuclear Medicine (EANM); Department of Diagnostic Imaging (Radiology) and Nuclear Medicine, San Pedro University Hospital and Centre for Biomedical Research of La Rioja (CIBIR), University of La Rioja, Logroño, La Rioja, Spain
| | - Karin Haustermans
- European Society for Radiotherapy and Oncology (ESTRO); Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Geoffrey Henning
- European CanCer Organisation (ECCO) Patient Advisory Committe, EuropaColon, Salisbury, UK
| | - Bettina Hutter
- European Society of Anaesthesiology (ESA); Anaesthesia Department, Hirslanden Clinic Zurich, Zurich, Switzerland
| | - József Lövey
- Organisation of European Cancer Institutes (OECI); National Institute of Oncology, Budapest, Hungary
| | - Irena Štenglová Netíková
- European Society of Oncology Pharmacy (ESOP); Department of Clinical Pharmacology and Pharmacy, General Teaching Hospital, Prague, Czech Republic
| | - Radka Obermannová
- European Organisation for Research and Treatment of Cancer (EORTC); Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Simon Oberst
- Organisation of European Cancer Institutes (OECI); Cambridge Cancer Centre, Cambridge, UK
| | - Siri Rostoft
- International Society of Geriatric Oncology (SIOG); Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Tiina Saarto
- European Association for Palliative Care (EAPC); Comprehensive Cancer Center, Department of Palliative Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Thomas Seufferlein
- United European Gastroenterology (UEG); Department of Internal Medicine I, Ulm University, Ulm, Germany
| | - Sapna Sheth
- European CanCer Organisation, Brussels, Belgium
| | - Venetia Wynter-Blyth
- European Oncology Nursing Society (EONS); Imperial College Healthcare NHS Trust, London, UK
| | | | - Peter Naredi
- European CanCer Organisation (ECCO); Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
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Rogasch JMM, Hundsdoerfer P, Furth C, Wedel F, Hofheinz F, Krüger PC, Lode H, Brenner W, Eggert A, Amthauer H, Schatka I. Individualized risk assessment in neuroblastoma: does the tumoral metabolic activity on 123I-MIBG SPECT predict the outcome? Eur J Nucl Med Mol Imaging 2017; 44:2203-2212. [PMID: 28808732 DOI: 10.1007/s00259-017-3786-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2017] [Accepted: 07/19/2017] [Indexed: 01/26/2023]
Abstract
PURPOSE Risk-adapted treatment in children with neuroblastoma (NB) is based on clinical and genetic factors. This study evaluated the metabolic tumour volume (MTV) and its asphericity (ASP) in pretherapeutic 123I-MIBG SPECT for individualized image-based prediction of outcome. METHODS This retrospective study included 23 children (11 girls, 12 boys; median age 1.8 years, range 0.3-6.8 years) with newly diagnosed NB consecutively examined with pretherapeutic 123I-MIBG SPECT. Primary tumour MTV and ASP were defined using semiautomatic thresholds. Cox regression analysis, receiver operating characteristic analysis (cut-off determination) and Kaplan-Meier analysis with the log-rank test for event-free survival (EFS) were performed for ASP, MTV, laboratory parameters (including urinary homovanillic acid-to-creatinine ratio, HVA/C), and clinical (age, stage) and genetic factors. Predictive accuracy of the optimal multifactorial model was determined in terms of Harrell's C and likelihood ratio χ 2. RESULTS Median follow-up was 36 months (range 7-107 months; eight patients showed disease progression/relapse, four patients died). The only significant predictors of EFS in the univariate Cox regression analysis were ASP (p = 0.029; hazard ratio, HR, 1.032 for a one unit increase), MTV (p = 0.038; HR 1.012) and MYCN amplification status (p = 0.047; HR 4.67). The mean EFS in patients with high ASP (>32.0%) and low ASP were 21 and 88 months, respectively (p = 0.013), and in those with high MTV (>46.7 ml) and low MTV were 22 and 87 months, respectively (p = 0.023). A combined risk model of either high ASP and high HVA/C or high MTV and high HVA/C best predicted EFS. CONCLUSIONS In this exploratory study, pretherapeutic image-derived and laboratory markers of tumoral metabolic activity in NB (ASP, MTV, urinary HVA/C) allowed the identification of children with a high and low risk of progression/relapse under current therapy.
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Affiliation(s)
- Julian M M Rogasch
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.
| | - Patrick Hundsdoerfer
- Department of Pediatric Oncology/Hematology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), 10178, Berlin, Germany
| | - Christian Furth
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Florian Wedel
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Frank Hofheinz
- PET Center, Helmholtz Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany
| | - Paul-Christian Krüger
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany
| | - Holger Lode
- Department of Pediatric Oncology and Hematology, University Medicine Greifswald, Greifswald, Germany
| | - Winfried Brenner
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Angelika Eggert
- Department of Pediatric Oncology/Hematology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Holger Amthauer
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Imke Schatka
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
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Manoharan V, Lee S, Chong S, Yap J, Coupe N, Wilson R, Merrett N, Ng W, Lin M. Serial imaging using [18F]Fluorodeoxyglucose positron emission tomography and histopathologic assessment in predicting survival in a population of surgically resectable distal oesophageal and gastric adenocarcinoma following neoadjuvant therapy. Ann Nucl Med 2017; 31:315-323. [PMID: 28299585 PMCID: PMC5397458 DOI: 10.1007/s12149-017-1159-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Accepted: 02/13/2017] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND OBJECTIVES We retrospectively evaluated the value of PET/CT in predicting survival and histopathological tumour-response in patients with distal oesophageal and gastric adenocarcinoma following neoadjuvant treatment. METHODS Twenty-one patients with resectable distal oesophageal adenocarcinoma and 14 with gastric adenocarcinoma between January 2002 and December 2011, who had undergone serial PET before and after neoadjuvant therapy followed by surgery, were enrolled. Maximum standard uptake value (SUVmax) and metabolic tumour volume were measured and correlated with tumour regression grade and survival. RESULTS Histopathological tumour response (PR) is a stronger predictor of overall and disease-free survival compared to metabolic response. ∆%SUVmax ≥70% was the only PET metric that predicted PR (82.4% sensitivity, 61.5% specificity, p = 0.047). Histopathological non-responders had a higher risk of death (HR 8.461, p = 0.001) and recurrence (HR 6.385, p = 0.002) and similarly in metabolic non-responders for death (HR 2.956, p = 0.063) and recurrence (HR 3.614, p = 0.028). Ordinalised ∆%SUVmax showed a predictive trend for OS and DFS, but failed to achieve statistical significance. CONCLUSIONS PR was a stronger predictor of survival than metabolic response. ∆%SUVmax ≥70% was the best biomarker on PET that predicted PR and survival in oesophageal and gastric adenocarcinoma. Ordinalisation of ∆%SUVmax was not helpful in predicting primary outcomes.
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Affiliation(s)
- Varun Manoharan
- University of New South Wales, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Soon Lee
- University of Western Sydney, Liverpool Hospital, Sydney, NSW, 2170, Australia
- Department of Anatomical Pathology, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Shanley Chong
- University of New South Wales, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - June Yap
- Department of Nuclear Medicine and PET, Ground Floor, New Clinical Building, 1 Elizabeth Drive, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Nick Coupe
- Department of Medical Oncology, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Robert Wilson
- University of New South Wales, Liverpool Hospital, Sydney, NSW, 2170, Australia
- Department of Surgery, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Neil Merrett
- University of Western Sydney, Liverpool Hospital, Sydney, NSW, 2170, Australia
- Department of Surgery, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Weng Ng
- University of New South Wales, Liverpool Hospital, Sydney, NSW, 2170, Australia
- Department of Medical Oncology, Liverpool Hospital, Sydney, NSW, 2170, Australia
| | - Michael Lin
- University of New South Wales, Liverpool Hospital, Sydney, NSW, 2170, Australia.
- University of Western Sydney, Liverpool Hospital, Sydney, NSW, 2170, Australia.
- Department of Nuclear Medicine and PET, Ground Floor, New Clinical Building, 1 Elizabeth Drive, Liverpool Hospital, Sydney, NSW, 2170, Australia.
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Giganti F, Ambrosi A, Esposito A, Del Maschio A, De Cobelli F. Oesophageal cancer staging: a minefield of measurements-author's reply. Br J Radiol 2017; 90:20170054. [PMID: 28134566 DOI: 10.1259/bjr.20170054] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Affiliation(s)
- Francesco Giganti
- 1 Department of Radiology and Centre for Experimental Imaging, San Raffaele Scientific Institute, Milan, Italy.,2 Vita-Salute San Raffaele University, Milan, Italy
| | | | - Antonio Esposito
- 1 Department of Radiology and Centre for Experimental Imaging, San Raffaele Scientific Institute, Milan, Italy.,2 Vita-Salute San Raffaele University, Milan, Italy
| | - Alessandro Del Maschio
- 1 Department of Radiology and Centre for Experimental Imaging, San Raffaele Scientific Institute, Milan, Italy.,2 Vita-Salute San Raffaele University, Milan, Italy
| | - Francesco De Cobelli
- 1 Department of Radiology and Centre for Experimental Imaging, San Raffaele Scientific Institute, Milan, Italy.,2 Vita-Salute San Raffaele University, Milan, Italy
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