1
|
Ding J, Liqian, Lin Y, Zheng X, Huang C, Hong J, Chen C, Fei Z. Baseline SUVmax is correlated with tumor hypoxia and patient outcomes in nasopharyngeal carcinoma. Sci Rep 2024; 14:20157. [PMID: 39215035 PMCID: PMC11364769 DOI: 10.1038/s41598-024-71191-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
To evaluate the prognostic significance of the maximum standardized uptake value (SUVmax) in nasopharyngeal carcinoma (NPC), establish a gene signature that correlates with SUVmax, and explore the underlying biological behaviors associated with these correlations for the prediction of clinical outcomes. A cohort of 726 patients with NPC was examined to identify correlations between SUVmax and various clinical variables. RNA sequencing was performed to identify genes related to SUVmax, and these genes were used to develop an SUV signature. Additionally, transcriptome enrichment analysis was conducted to investigate the potential biological behaviors underlying the observed correlations. Higher SUVmax was associated with an increased tumor burden and worse prognosis. The SUV signature, which consisted of 10 genes, was positively correlated with SUVmax, and it predicted worse survival outcomes. This signature was highly expressed in malignant epithelial cells and associated with hypoxia and resistance to radiotherapy. Additionally, the signature was negatively correlated with immune function. SUVmax is a valuable prognostic indicator in NPC, with higher values predicting worse outcomes. The SUV signature offers further prognostic insights, linking glucose metabolism to tumor aggressiveness, treatment resistance, and immune function, and it could represent a potential biomarker for NPC.
Collapse
Affiliation(s)
- Jianming Ding
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Liqian
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Yuhao Lin
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Xiaobing Zheng
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Chaoxiong Huang
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Jiabiao Hong
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Chuanben Chen
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China.
| | - Zhaodong Fei
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China.
| |
Collapse
|
2
|
Choi JH, Choi JY, Woo SK, Moon JE, Lim CH, Park SB, Seo S, Ahn YC, Ahn MJ, Moon SH, Park JM. Prognostic Value of Radiomic Analysis Using Pre- and Post-Treatment 18F-FDG-PET/CT in Patients with Laryngeal Cancer and Hypopharyngeal Cancer. J Pers Med 2024; 14:71. [PMID: 38248772 PMCID: PMC10817325 DOI: 10.3390/jpm14010071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/20/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND The prognostic value of conducting 18F-FDG PET/CT imaging has yielded different results in patients with laryngeal cancer and hypopharyngeal cancer, but these results are controversial, and there is a lack of dedicated studies on each type of cancer. This study aimed to evaluate whether combining radiomic analysis of pre- and post-treatment 18F-FDG PET/CT imaging features and clinical parameters has additional prognostic value in patients with laryngeal cancer and hypopharyngeal cancer. METHODS From 2008 to 2016, data on patients diagnosed with cancer of the larynx and hypopharynx were retrospectively collected. The patients underwent pre- and post-treatment 18F-FDG PET/CT imaging. The values of ΔPre-Post PET were measured from the texture features. Least absolute shrinkage and selection operator (LASSO) Cox regression was used to select the most predictive features to formulate a Rad-score for both progression-free survival (PFS) and overall survival (OS). Kaplan-Meier curve analysis and Cox regression were employed to assess PFS and OS. Then, the concordance index (C-index) and calibration plot were used to evaluate the performance of the radiomics nomogram. RESULTS Study data were collected for a total of 91 patients. The mean follow-up period was 71.5 mo. (8.4-147.3). The Rad-score was formulated based on the texture parameters and was significantly associated with both PFS (p = 0.024) and OS (p = 0.009). When predicting PFS, only the Rad-score demonstrated a significant association (HR 2.1509, 95% CI [1.100-4.207], p = 0.025). On the other hand, age (HR 1.116, 95% CI [1.041-1.197], p = 0.002) and Rad-score (HR 33.885, 95% CI [2.891-397.175], p = 0.005) exhibited associations with OS. The Rad-score value showed good discrimination when it was combined with clinical parameters in both PFS (C-index 0.802-0.889) and OS (C-index 0.860-0.958). The calibration plots also showed a good agreement between the observed and predicted survival probabilities. CONCLUSIONS Combining clinical parameters with radiomics analysis of pre- and post-treatment 18F-FDG PET/CT parameters in patients with laryngeal cancer and hypopharyngeal cancer might have additional prognostic value.
Collapse
Affiliation(s)
- Joon Ho Choi
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Joon Young Choi
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institutes of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Ji Eun Moon
- Department of Biostatistics, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Chae Hong Lim
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Soo Bin Park
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Seongho Seo
- Department of Electronic Engineering, Pai Chai University, Daejeon 35345, Republic of Korea
| | - Yong Chan Ahn
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Myung-Ju Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Seung Hwan Moon
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Jung Mi Park
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| |
Collapse
|
3
|
Cegla P, Hofheinz F, Burchardt E, Czepczyński R, Kubiak A, van den Hoff J, Nikulin P, Bos-Liedke A, Roszak A, Cholewinski W. Asphericity derived from [ 18F]FDG PET as a new prognostic parameter in cervical cancer patients. Sci Rep 2023; 13:8423. [PMID: 37225735 DOI: 10.1038/s41598-023-35191-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 05/14/2023] [Indexed: 05/26/2023] Open
Abstract
The objective of this study was to assess the prognostic value of asphericity (ASP) and standardized uptake ratio (SUR) in cervical cancer patients. Retrospective analysis was performed on a group of 508 (aged 55 ± 12 years) previously untreated cervical cancer patients. All patients underwent a pretreatment [18F]FDG PET/CT study to assess the severity of the disease. The metabolic tumor volume (MTV) of the cervical cancer was delineated with an adaptive threshold method. For the resulting ROIs the maximum standardized uptake value (SUVmax) was measured. In addition, ASP and SUR were determined as previously described. Univariate Cox regression and Kaplan-Meier analysis with respect to event free survival (EFS), overall survival (OS), freedom from distant metastasis (FFDM) and locoregional control (LRC) was performed. Additionally, a multivariate Cox regression including clinically relevant parameters was performed. In the survival analysis, MTV and ASP were shown to be prognostic factors for all investigated endpoints. Tumor metabolism quantified with the SUVmax was not prognostic for any of the endpoints (p > 0.2). The SUR did not reach statistical significance either (p = 0.1, 0.25, 0.066, 0.053, respectively). In the multivariate analysis, the ASP remained a significant factor for EFS and LRC, while MTV was a significant factor for FFDM, indicating their independent prognostic value for the respective endpoints. The alternative parameter ASP has the potential to improve the prognostic value of [18F]FDG PET/CT for event-free survival and locoregional control in radically treated cervical cancer patients.
Collapse
Affiliation(s)
- Paulina Cegla
- Department of Nuclear Medicine, Greater Poland Cancer Centre, Garbary 15, 61-866, Poznan, Poland.
| | - Frank Hofheinz
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany
| | - Ewa Burchardt
- Department of Electroradiology, Poznan Univeristy of Medical Science, Poznan, Poland
- Department of Radiotherapy and Gynaecological Oncology, Greater Poland Cancer Centre, Poznan, Poland
| | - Rafał Czepczyński
- Department of Endocrinology, Metabolism and Internal Disease, Poznan University of Medical Science, Poznan, Poland
- Department of Nuclear Medicine, Affidea Poznan, Poland
| | - Anna Kubiak
- Greater Poland Cancer Registry, Greater Poland Cancer Centre, Poznan, Poland
| | - Jörg van den Hoff
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany
| | - Pavel Nikulin
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany
| | | | - Andrzej Roszak
- Department of Electroradiology, Poznan Univeristy of Medical Science, Poznan, Poland
- Department of Radiotherapy and Gynaecological Oncology, Greater Poland Cancer Centre, Poznan, Poland
| | - Witold Cholewinski
- Department of Nuclear Medicine, Greater Poland Cancer Centre, Garbary 15, 61-866, Poznan, Poland
- Department of Electroradiology, Poznan Univeristy of Medical Science, Poznan, Poland
| |
Collapse
|
4
|
Al-Ibraheem A, Abdlkadir AS, Al-Adhami D, Hejleh TA, Mansour A, Mohamad I, Juweid ME, Al-Rasheed U, Al-Hajaj N, Laban DA, Estrada-Lobato E, Saraireh O. The Prognostic and Diagnostic Value of [ 18F]FDG PET/CT in Untreated Laryngeal Carcinoma. J Clin Med 2023; 12:3514. [PMID: 37240619 PMCID: PMC10218884 DOI: 10.3390/jcm12103514] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/06/2023] [Accepted: 05/10/2023] [Indexed: 05/28/2023] Open
Abstract
This study aims to determine the diagnostic accuracy of staging PET/CT and neck MRI in patients with laryngeal carcinoma and to assess the value of PET/CT in predicting progression-free survival (PFS) and overall survival (OS). Sixty-eight patients who had both modalities performed before treatment between 2014 and 2021 were included in this study. The sensitivity and specificity of PET/CT and MRI were evaluated. PET/CT had 93.8% sensitivity, 58.3% specificity, and 75% accuracy for nodal metastasis, whereas MRI had 68.8%, 61.1%, and 64.7% accuracy, respectively. At a median follow-up of 51 months, 23 patients had developed disease progression and 17 patients had died. Univariate-survival analysis revealed all utilized PET parameters as significant prognostic factors for OS and PFS (p-value < 0.03 each). In multivariate analysis, metabolic-tumor volume (MTV) and total lesion glycolysis (TLG) predicted better PFS (p-value < 0.05 each). In conclusion, PET/CT improves the accuracy of nodal staging in laryngeal carcinoma over neck MRI and adds to the prognostication of survival outcomes through the use of several PET metrics.
Collapse
Affiliation(s)
- Akram Al-Ibraheem
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC), Al-Jubeiha, Amman 11941, Jordan
- Department of Radiology and Nuclear Medicine, Division of Nuclear Medicine, University of Jordan, Amman 11942, Jordan
| | - Ahmed Saad Abdlkadir
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC), Al-Jubeiha, Amman 11941, Jordan
| | - Dhuha Al-Adhami
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC), Al-Jubeiha, Amman 11941, Jordan
| | - Taher Abu Hejleh
- Department of Medical Oncology, King Hussein Cancer Center, Amman 11941, Jordan
| | - Asem Mansour
- Department of Diagnostic Radiology, King Hussein Cancer Center, Amman 11941, Jordan
| | - Issa Mohamad
- Department of Radiation Oncology, King Hussein Cancer Center, Amman 11941, Jordan
| | - Malik E. Juweid
- Department of Radiology and Nuclear Medicine, Division of Nuclear Medicine, University of Jordan, Amman 11942, Jordan
| | - Ula Al-Rasheed
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC), Al-Jubeiha, Amman 11941, Jordan
| | - Nabeela Al-Hajaj
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC), Al-Jubeiha, Amman 11941, Jordan
| | - Dima Abu Laban
- Department of Diagnostic Radiology, King Hussein Cancer Center, Amman 11941, Jordan
| | - Enrique Estrada-Lobato
- Nuclear Medicine and Diagnostic Section, Division of Human Health, International Atomic Energy Agency, 1220 Vienna, Austria
| | - Omar Saraireh
- Department of Surgical Oncology, King Hussein Cancer Center, Amman 11941, Jordan
| |
Collapse
|
5
|
Kandathil A, Subramaniam RM. PET/Computed Tomography. PET Clin 2022; 17:235-248. [DOI: 10.1016/j.cpet.2021.12.009] [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]
|
6
|
Kim D, Ki Y, Joo J, Jeon H, Park D, Nam J, Kim W. Prognostic value of the maximum standardized uptake value for the locoregional control in early glottic cancer. Radiat Oncol J 2022; 39:297-303. [PMID: 34986551 PMCID: PMC8743459 DOI: 10.3857/roj.2021.00507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 09/29/2021] [Indexed: 12/05/2022] Open
Abstract
Purpose To evaluate the prognostic value of the pretreatment maximum standardized uptake value (SUVmax) for locoregional control (LRC) of early glottic cancer treated with primary radiotherapy. Materials and Methods We retrospectively reviewed the medical records of 101 patients with T1-T2N0 glottic cancer treated with helical tomotherapy between 2013 and 2016. The clinical T-stages were T1 in 87 (86.1%) and T2 in 14 (13.9%) patients. The median total dose was 63 Gy (63–67.5 Gy) in 2.25 Gy per fraction. The survival outcomes were plotted using Kaplan-Meier curves. Receiver operating characteristic curves were used to assess the optimal SUVmax cut-off value for predicting locoregional recurrence. Results The median follow-up period was 58 months (range, 11 to 90 months). The 5-year overall survival (OS) and locoregional recurrence-free survival rates were 96.8% and 85.4%, respectively. The median pretreatment SUVmax of the primary tumor for all 101 patients was 2.3 (range, 1.1 to 9.1). The best cut-off value for SUVmax for predicting LRC was 3.3, with a sensitivity of 78.6% and specificity of 73.6%. Univariate analysis showed that T-stage, overall treatment time (≥43 days), and high SUVmax (≥3.3) were significant predictors of LRC. Multivariate analysis showed that LRC was independently affected by a high SUVmax (≥3.3) (hazard ratio = 5.505, p = 0.020). Conclusion High pretreatment SUVmax (≥3.3) is a negative prognostic factor for LRC in early glottic cancer patients treated with primary radiotherapy.
Collapse
Affiliation(s)
- Donghyun Kim
- Department of Radiation Oncology, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Yongkan Ki
- Department of Radiation Oncology, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea
| | - Jihyeon Joo
- Department of Radiation Oncology, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea
| | - Hosang Jeon
- Department of Radiation Oncology, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea
| | - Dahl Park
- Department of Radiation Oncology, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Jiho Nam
- Department of Radiation Oncology, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Wontaek Kim
- Department of Radiation Oncology, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| |
Collapse
|
7
|
Albano D, Dondi F, Paderno A, Nocivelli G, Maddalo M, Magrini SM, Nicolai P, Maroldi R, Giubbini R, Bertagna F. 18F-FDG-PET/CT in laryngeal cancer: Comparison with conventional imaging and prognostic role. Rev Esp Med Nucl Imagen Mol 2021. [PMID: 33642259 DOI: 10.1016/j.remn.2020.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The aim of this study was to investigate the diagnostic accuracy of staging 18F-FDG-PET/CT in laryngeal cancer, compare these results with conventional imaging (CI) and assess the value of 18F-FDG-PET/CT features to predict survival. METHODS Fifty-four patients with laryngeal squamous cell cancer and baseline 18F-FDG-PET/CT were retrospectively enrolled. The PET images were analyzed visually and semi-quantitatively by measuring several metabolic parameters. A combination of clinical follow-up/imaging follow-up and/or histopathology was taken as reference standard. Progression free survival (PFS) and disease specific survival (DSS) were computed using Kaplan-Meier curves. RESULTS All primary tumors were clearly identified by CI, and 52/54 by 18F-FDG-PET/CT with a sensitivity of 96.3%. Cervical nodal metastases were detected in 40/54 patients at 18F-FDG-PET/CT and in 34/49 patients at CI. Sensitivity, specificity, positive predictive value, negative predictive value, and accuracy on a patient-based analysis for nodal disease were 100%, 85.7%, 94.6%, 100% and 95.9% at 18F-FDG-PET/CT, and 91.4%, 85.7%, 94.1%, 80%, 89.8% at CI. Diagnostic performances of PET/CT and CI were not significantly different on a patient-based, side-by-side and level-by-level analysis. 18F-FDG-PET/CT recognized distant metastases in 7 patients allowing to an upstaging. At a median follow-up of 27 months, relapse/progression of disease occurred in 31 patients and death occurred in 32. Metabolic tumor volume (MTV T), MTV total and total lesion glycolysis (TLG) showed to be independent prognostic factors for PFS. CONCLUSIONS Both CI and PET/CT had good diagnostic performances for the staging of laryngeal cancer; baseline metabolic features (MTV and TLG) showed an important prognostic value in assessing the rate of PFS.
Collapse
Affiliation(s)
- D Albano
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia.
| | - F Dondi
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - A Paderno
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - G Nocivelli
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - M Maddalo
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italia
| | - S M Magrini
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italia
| | - P Nicolai
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - R Maroldi
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - R Giubbini
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - F Bertagna
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| |
Collapse
|
8
|
Jain TK, Singh G, Goyal S, Yadav A, Yadav D, Khunteta N, Malhotra H. Should fluorodeoxyglucose positron emission tomography/computed tomography be the first-line imaging investigation for restaging the laryngeal carcinoma patients? World J Nucl Med 2021; 20:164-171. [PMID: 34321969 PMCID: PMC8286000 DOI: 10.4103/wjnm.wjnm_95_20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 08/26/2020] [Accepted: 11/19/2020] [Indexed: 11/09/2022] Open
Abstract
Posttreatment detection of residual/recurrence disease in the head and neck cancers is not an easy task. Treatment induces changes create difficulties in diagnosis on conventional imaging (computed tomography [CT], magnetic resonance imaging) as well as macroscopic inspection (direct laryngoscopy). Hence, we evaluate the diagnostic performance of contract-enhanced F-18 fluorodeoxyglucose positron emission tomography (FDG PET)/CT in restaging of laryngeal carcinoma Postchemotherapy-surgery and/or radiation therapy. We retrospectively analyzed patients of carcinoma larynx (n = 100) who has completed treatment and were referred for FDG PET/CT. Two reviewers performed image analysis to determine recurrence at primary site and/lymph nodes and distant metastases. Receiver operating characteristic (ROC) was used to determine the maximum standardized uptake value (SUVmax) cut off for disease detection. Histopathological examination and clinical or imaging follow-up were taken as gold standard for recurrence. One hundred laryngeal carcinoma patients with mean age of 57.2 years (range of 40–76) were included in the present study. Among the 100 patients, 96 were male and remaining 4 were female. The average interval between completion of treatment and FDG PET/CT scan was 8.5 months (minimum 6 months). Of the 100 patients, FDG PET/CT detected FDG avid lesions in 66 patients. Sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy of FDG PET/CT for residual/recurrence disease detection was 90.3%, 73.7%, 84.8%, 82.3%, and 84.0%, respectively (P < 0.05). In addition, in 10 patients, metachronous primaries were detected (lung-4, thyroid-2, tongue, colon, esophagus, and lymphoma-one each). On ROC curve analysis, SUVmax >6.1 had sensitivity and specificity of 80.6% and 94.7% respectively for detection of recurrent/metastatic disease. FDG PET/CT demonstrates high diagnostic accuracy for detection of residual/recurrent disease in treated laryngeal cancer patients and our findings suggest that this imaging modality should be the first-line diagnostic investigation in this cohort of patients.
Collapse
Affiliation(s)
- Tarun Kumar Jain
- Department of Nuclear Medicine, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Guman Singh
- Department of Radiation Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Sumit Goyal
- Department of Radiation Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Ajay Yadav
- Department of Medical Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Dinesh Yadav
- Department of Surgical Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Nitin Khunteta
- Department of Surgical Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| | - Hemant Malhotra
- Department of Medical Oncology, Mahatma Gandhi Medical College and Hospital, Jaipur, Rajasthan, India
| |
Collapse
|
9
|
Multiple Testing, Cut-Point Optimization, and Signs of Publication Bias in Prognostic FDG-PET Imaging Studies of Head and Neck and Lung Cancer: A Review and Meta-Analysis. Diagnostics (Basel) 2020; 10:diagnostics10121030. [PMID: 33271785 PMCID: PMC7761090 DOI: 10.3390/diagnostics10121030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/25/2020] [Accepted: 11/29/2020] [Indexed: 12/23/2022] Open
Abstract
Positron emission tomography (PET) imaging with 2-deoxy-2-[18F]-fluorodeoxyglucose (FDG) was proposed as prognostic marker in radiotherapy. Various uptake metrics and cut points were used, potentially leading to inflated effect estimates. Here, we performed a meta-analysis and systematic review of the prognostic value of pretreatment FDG–PET in head and neck squamous cell carcinoma (HNSCC) and non-small cell lung cancer (NSCLC), with tests for publication bias. Hazard ratio (HR) for overall survival (OS), disease free survival (DFS), and local control was extracted or derived from the 57 studies included. Test for publication bias was performed, and the number of statistical tests and cut-point optimizations were registered. Eggers regression related to correlation of SUVmax with OS/DFS yielded p = 0.08/p = 0.02 for HNSCC and p < 0.001/p = 0.014 for NSCLC. No outcomes showed significant correlation with SUVmax, when adjusting for publication bias effect, whereas all four showed a correlation in the conventional meta-analysis. The number of statistical tests and cut points were high with no indication of improvement over time. Our analysis showed significant evidence of publication bias leading to inflated estimates of the prognostic value of SUVmax. We suggest that improved management of these complexities, including predefined statistical analysis plans, are critical for a reliable assessment of FDG–PET.
Collapse
|
10
|
Albano D, Dondi F, Paderno A, Nocivelli G, Maddalo M, Magrini SM, Nicolai P, Maroldi R, Giubbini R, Bertagna F. 18F-FDG-PET/CT in laryngeal cancer: comparison with conventional imaging and prognostic role. Rev Esp Med Nucl Imagen Mol 2020; 40:229-238. [PMID: 34218885 DOI: 10.1016/j.remnie.2020.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 06/08/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE The aim of this study was to investigate the diagnostic accuracy of staging 18 F-FDG-PET/CT in laryngeal cancer, compare these results with conventional imaging (CI) and assess the value of 18 F-FDG-PET/CT features to predict survival. METHODS Fifty-four patients with laryngeal squamous cell cancer and baseline 18 F-FDG-PET/CT were retrospectively enrolled. The PET images were analyzed visually and semi-quantitatively by measuring several metabolic parameters. A combination of clinical follow-up/imaging follow-up and/or histopathology was taken as reference standard. Progression free survival (PFS) and disease specific survival (DSS) were computed using Kaplan-Meier curves. RESULTS All primary tumors were clearly identified by CI, and 52/54 by 18 F-FDG-PET/CT with a sensitivity of 96.3%. Cervical nodal metastases were detected in 40/54 patients at 18 F-FDG-PET/CT and in 34/49 patients at CI. Sensitivity, specificity, positive predictive value, negative predictive value, and accuracy on a patient-based analysis for nodal disease were 100%, 85.7%, 94.6%, 100% and 95.9% at 18 F-FDG-PET/CT, and 91.4%, 85.7%, 94.1%, 80%, 89.8% at CI. Diagnostic performances of PET/CT and CI were not significantly different on a patient-based, side-by-side and level-by-level analysis. 18 F-FDG-PET/CT recognized distant metastases in 7 patients allowing to an upstaging. At a median follow-up of 27 months, relapse/progression of disease occurred in 31 patients and death occurred in 32. Metabolic tumor volume (MTV T), MTV total and total lesion glycolysis (TLG) showed to be independent prognostic factors for PFS. CONCLUSIONS Both CI and PET/CT had good diagnostic performances for the staging of laryngeal cancer; baseline metabolic features (MTV and TLG) showed an important prognostic value in assessing the rate of PFS.
Collapse
Affiliation(s)
- Domenico Albano
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy.
| | - Francesco Dondi
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Alberto Paderno
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Giorgio Nocivelli
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Marta Maddalo
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italy
| | - Stefano Maria Magrini
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italy
| | - Piero Nicolai
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Roberto Maroldi
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Raffaele Giubbini
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| |
Collapse
|
11
|
Iizuka H, Daisaki H, Ogawa M, Yoshida K, Kaneta T. Harmonization of standardized uptake values between two scanners, considering repeatability and magnitude of the values in clinical fluorine-18-fluorodeoxyglucose PET settings. Nucl Med Commun 2019; 40:857-864. [DOI: 10.1097/mnm.0000000000001037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
12
|
Mayo Z, Seyedin SN, Mallak N, Mott SL, Menda Y, Graham M, Anderson C. Clinical Utility of Pretreatment and 3-Month 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Standardized Uptake Value in Predicting and Assessing Recurrence in T3-T4 Laryngeal Carcinoma Treated With Definitive Radiation. Ann Otol Rhinol Laryngol 2019; 128:595-600. [PMID: 30808209 DOI: 10.1177/0003489419834312] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVES The aim of this study was to investigate the utility of pretreatment and 3-month 18F-fluorodeoxyglucose positron emission tomography (PET)/computed tomography (CT) standardized uptake value (SUV) in predicting and assessing recurrence in T3-T4 laryngeal carcinoma treated with definitive radiation therapy (RT). METHODS Patients with newly diagnosed T3-T4 laryngeal squamous cell carcinoma treated with definitive RT from 2004 to 2014 were reviewed. Patients who underwent pretreatment or 3-month PET/CT 2 to 4 months after treatment were included. Those with prior systemic, surgical, or RT treatment were excluded. The primary objective was to assess whether pretreatment or posttreatment maximum SUV of the primary site (pSUV) of disease was associated with local recurrence-free survival. Overall survival was a secondary end point. Sensitivity, specificity, positive predictive value, and negative predictive value were calculated to assess the accuracy of 3-month PET/CT at the larynx primary. RESULTS Twenty-eight patients were eligible for analysis. Median follow-up time was 34.7 months (range, 5.3-138.7 months), and median age was 57 years. Most patients had supraglottic (71.4%), T3 (89.3%), N2 (50.0%) disease, received chemotherapy (96.4%), and had histories of tobacco use (96.4%). On univariate analysis, 3-month posttreatment pSUV was associated with local recurrence-free survival ( P < .01), while pretreatment pSUV was not ( P = .41). No other associations were found with local recurrence-free survival. Neither pretreatment nor 3-month pSUV was significantly associated with overall survival. The calculated sensitivity, specificity, positive predictive value, and negative predictive value of 3-month PET/CT at the primary site were 33%, 85%, 40%, and 81%, respectively. CONCLUSIONS High initial fluorodeoxyglucose uptake in T3-T4 laryngeal primaries did not show an association with the risk for postradiation local relapse or overall survival, while increased fluorodeoxyglucose uptake at 3 months was associated with increased local recurrence. At 3 months, the relatively low sensitivity and positive predictive value may limit the utility of PET/CT in the assessment of persistent advanced laryngeal cancer after definitive radiation.
Collapse
Affiliation(s)
- Zachary Mayo
- 1 Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Steven N Seyedin
- 1 Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Nadine Mallak
- 2 Department of Nuclear Medicine and PET Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Sarah L Mott
- 3 Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Yusuf Menda
- 2 Department of Nuclear Medicine and PET Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Michael Graham
- 2 Department of Nuclear Medicine and PET Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Carryn Anderson
- 1 Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| |
Collapse
|
13
|
Kaneta T, Daisaki H, Ogawa M, Liu ET, Iizuka H, Arisawa T, Hino-Shishikura A, Yoshida K, Inoue T. Use of count-based image reconstruction to evaluate the variability and repeatability of measured standardised uptake values. PLoS One 2018; 13:e0192549. [PMID: 29432459 PMCID: PMC5809066 DOI: 10.1371/journal.pone.0192549] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Accepted: 01/25/2018] [Indexed: 12/02/2022] Open
Abstract
Standardized uptake values (SUVs) are the most widely used quantitative imaging biomarkers in PET. It is important to evaluate the variability and repeatability of measured SUVs. Phantom studies seem to be essential for this purpose; however, repetitive phantom scanning is not recommended due to the decay of radioactivity. In this study, we performed count-based image reconstruction to avoid the influence of decay using two different PET/CT scanners. By adjusting the ratio of 18F-fluorodeoxyglucose solution to tap water, a NEMA IEC body phantom was set for SUVs of 4.0 inside six hot spheres. The PET data were obtained using two scanners (Aquiduo and Celesteion; Toshiba Medical Systems, Tochigi, Japan). We set the start time for image reconstruction when the total radioactivity in the phantom was 2.53 kBq/cc, and employed the counts of the first 2-min acquisition as the standard. To maintain the number of counts for each image, we set the acquisition time for image reconstruction depending on the decay of radioactivity. We obtained 50 images, and calculated the SUVmax and SUVpeak of all six spheres in each image. The average values of the SUVmax were used to calculate the recovery coefficients to compare those measured by the two different scanners. Bland-Altman analyses of the SUVs measured by the two scanners were also performed. The measured SUVs using the two scanners exhibited a 10–30% difference, and the standard deviation (SD) of the measured SUVs was between 0.1–0.2. The Celesteion always exhibited higher values than the Aquiduo. The smaller sphere exhibited a larger SD, and the SUVpeak had a smaller SD than the SUVmax. The Bland-Altman analyses showed poor agreement between the SUVs measured by the two scanners. The recovery coefficient curves obtained from the two scanners were considerably different. The Celesteion exhibited higher recovery coefficients than the Aquiduo, especially at approximately 20-mm-diameter. Additionally, the curves were lower than those calculated from the standard 30-min acquisition images. We propound count-based image reconstruction to evaluate the variability and repeatability of measured SUVs. These results are also applicable for the standardization and harmonization of SUVs in multi-institutional studies.
Collapse
Affiliation(s)
- Tomohiro Kaneta
- Department of Radiology, Yokohama City University, Yokohama, Japan
- * E-mail:
| | - Hiromitsu Daisaki
- Department of Radiological Technology, Gunma Prefectual College of Health Sciences, Maebashi, Japan
| | - Matsuyoshi Ogawa
- Department of Radiology, Yokohama City University, Yokohama, Japan
| | - En-Tao Liu
- Department of Radiology, Yokohama City University, Yokohama, Japan
| | - Hitoshi Iizuka
- Department of Radiology, Yokohama City University, Yokohama, Japan
| | - Tetsu Arisawa
- Department of Radiology, Yokohama City University, Yokohama, Japan
| | | | - Keisuke Yoshida
- Department of Radiology, Yokohama City University, Yokohama, Japan
| | - Tomio Inoue
- Department of Radiology, Yokohama City University, Yokohama, Japan
| |
Collapse
|
14
|
Kaneta T, Sun N, Ogawa M, Iizuka H, Arisawa T, Hino-Shishikura A, Yoshida K, Inoue T. Variation and repeatability of measured standardized uptake values depending on actual values: a phantom study. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2017; 7:204-211. [PMID: 29181267 PMCID: PMC5698613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Accepted: 09/12/2017] [Indexed: 06/07/2023]
Abstract
Standardized uptake values (SUVs) are the most widely used quantitative imaging biomarkers in positron emission tomography (PET); however, little is known about the changes in variation and repeatability of SUVs depending on the magnitude of the values. We hypothesized that low SUVs have larger variations than high SUVs, and attempted various kinds of experimental PET scans using a phantom. By adjusting the ratio of F-18 solution to tap water, a NEMA IEC body phantom was set for SUVs of 2.0, 4.0, and 8.0 inside six hot spheres. PET data were obtained for 4 hours, and the data reconstructed every 2 min. The SUVmax and SUVpeak of the spheres in all images were recorded. The relative SUVs were calculated by dividing the measured SUV by actual SUV, and used for the Bland-Altman plots. Some variation was observed for the measured SUVs. The measured SUVs for the actual SUV of 2.0 showed the largest variation among those of 2.0, 4.0, and 8.0, and those of 8.0 showed the smallest. Similarly, the relative SUVs showed significantly larger variations for lower values. In addition, the relative SUVmax showed larger variation and value than the relative SUVpeak. The Bland-Altman plots showed considerable variation and little agreement, but the degree of variation decreased as the measured value increased. We demonstrated some variation of the measured SUVs, which decreased for larger measured values. Clinicians should consider the inaccuracy of low SUVs not only in daily practice, but also for multi-institutional studies.
Collapse
Affiliation(s)
- Tomohiro Kaneta
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Na Sun
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
- Department of Nuclear Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine800 Dongchuan Road, Shanghai 200240, China
| | - Matsuyoshi Ogawa
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Hitoshi Iizuka
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Tetsu Arisawa
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Ayako Hino-Shishikura
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Keisuke Yoshida
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| | - Tomio Inoue
- Department of Radiology, Yokohama City University3-9 Fukuura, Kanazawa-ku, Yokohama 236-0004, Japan
| |
Collapse
|
15
|
Yap WK, Chang YC, Tseng CK, Hsieh CH, Chao YK, Su PJ, Hou MM, Yang CK, Pai PC, Lin CR, Hsieh CE, Wu YY, Hung TM. Predictive value of nodal maximum standardized uptake value of pretreatment [18F]fluorodeoxyglucose positron emission tomography imaging in patients with esophageal cancer. Dis Esophagus 2017; 30:1-10. [PMID: 28575243 DOI: 10.1093/dote/dox021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Accepted: 03/03/2017] [Indexed: 12/11/2022]
Abstract
We retrospectively reviewed 102 patients with esophageal cancer (97.1% squamous cell carcinoma, 96.1% stage III) received FDG-PET staging and were treated by chemoradiotherapy with or without resection to assess whether the pretreatment [18F]fluorodeoxyglucose positron emission tomography (FDG-PET) maximum standardized uptake value (SUVmax) of the primary tumor and metastatic lymph nodes can predict the prognosis of patients with esophageal cancer. Receiver operating characteristic analysis was performed to find the cutoff values for primary tumor SUVmax and nodal SUVmax. The influence of clinical factors including primary tumor SUVmax and nodal SUVmax on local progression-free survival, nodal progression-free survival (NPFS), distant metastases-free survival (DMFS), and overall survival (OS) were evaluated using univariate and multivariate analyses. A total of 40 patients received esophagectomy after neoadjuvant chemoradiotherapy (trimodality), while 62 patients received definitive chemoradiotherapy (dCRT). The median follow-up was 26.4 months. The SUVmax of primary tumor had no significant predictive value on all outcomes, while the SUVmax of metastatic lymph nodes had predictive value on several outcomes. High nodal SUVmax (≥7) predicted for worse outcomes than low nodal SUVmax (<7) in the patients who received dCRT (two-year DMFS, 17% vs. 92%, P < 0.001; NPFS, 14% vs. 81%, P = 0.001; OS, 21% vs. 50%, P = 0.003), but not in those received trimodality. On multivariate analysis of patients receiving dCRT, nodal SUVmax was the strongest independent predictor on DMFS (hazard ratio [HR] 13.93, P < 0.001), NPFS (HR 3.99, P = 0.026), PFS (HR 2.90, P = 0.003), and OS (HR 3.80, P = 0.001). High pretreatment nodal SUVmax predicts worse treatment outcomes for the patients treated with dCRT.
Collapse
Affiliation(s)
- W-K Yap
- Department of Radiation Oncology
| | - Y-C Chang
- Department of Nuclear Medicine and Molecular Imaging Center.,Department of Medical Imaging and Radiological Sciences
| | | | - C-H Hsieh
- Circulating Tumor Cell Lab, Division of Medical Oncology, Department of Internal Medicine.,Department of Chemical and Materials Engineering, Chang Gung University, Taoyuan, Taiwan
| | - Y-K Chao
- Division of Thoracic Surgery, Department of Surgery
| | - P-J Su
- Division of Medical Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital-Linkou Medical Center and Chang Gung University
| | - M-M Hou
- Division of Medical Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital-Linkou Medical Center and Chang Gung University
| | - C-K Yang
- Division of Medical Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital-Linkou Medical Center and Chang Gung University
| | - P-C Pai
- Department of Radiation Oncology
| | - C-R Lin
- Department of Radiation Oncology.,School of Nursing, College of Medicine
| | | | - Y-Y Wu
- Department of Radiation Oncology
| | - T-M Hung
- Department of Radiation Oncology
| |
Collapse
|
16
|
Cacicedo J, Fernandez I, Del Hoyo O, Navarro A, Gomez-Iturriaga A, Pijoan JI, Martinez-Indart L, Escudero J, Gomez-Suarez J, de Zarate RO, Perez JF, Bilbao P, Rades D. Prognostic value of maximum standardized uptake value measured by pretreatment 18F-FDG PET/CT in locally advanced head and neck squamous cell carcinoma. Clin Transl Oncol 2017; 19:1337-1349. [PMID: 28540535 DOI: 10.1007/s12094-017-1674-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 05/12/2017] [Indexed: 11/24/2022]
Abstract
PURPOSE/OBJECTIVES To evaluate the prognostic impact of maximum standardized uptake value (SUVmax) in patients with locally advanced head and neck squamous cell carcinoma (HNSCC) undergoing pretreatment [F-18] fluoro-D-glucose-positron emission tomography/computed tomography (FDG PET/CT) imaging. MATERIALS/METHODS Fifty-eight patients undergoing FDG PET/CT before radical treatment with definitive radiotherapy (±concomitant chemotherapy) or surgery + postoperative (chemo)radiation were analyzed. The effects of clinicopathological factors (age, gender, tumor location, stage, Karnofsky Performance Status (KPS), and treatment strategy) including primary tumor SUVmax and nodal SUVmax on overall survival (OS), disease-free survival (DFS), locoregional control (LRC), and distant metastasis-free survival (DMFS) were evaluated. Kaplan-Meier survival curves were generated and compared with the log-rank test. RESULTS Median follow-up for the whole population was 31 months (range 2.3-53.5). Two-year OS, LRC, DFS and DMFS, for the entire cohort were 62.1, 78.3, 55.2 and 67.2%, respectively. Median pretreatment SUVmax for the primary tumor and lymph nodes was 11.85 and 5.4, respectively. According to univariate analysis, patients with KPS < 80% (p < 0.001), AJCC stage IVa or IVb vs III (p = 0.037) and patients undergoing radiotherapy vs surgery (p = 0.042) were significantly associated with worse OS. Patients with KPS < 80% (p = 0.003) or age ≥65 years (p = 0.007) had worse LRC. The KPS < 80% was the only factor associated with decreased DFS (p = 0.001). SUVmax of the primary tumor or the lymph nodes were not associated with OS, DFS or LRC. The KPS < 80% (p = 0.002), tumor location (p = 0.047) and AJCC stage (p = 0.025) were associated with worse cancer-specific survival (CSS). According to Cox regression analysis, on multivariate analysis KPS < 80% was the only independent parameter determining worse OS, DFS, CSS. Regarding LRC only patients with IK < 80% (p = 0.01) and ≥65 years (p = 0.01) remained statistically significant. Nodal SUVmax was the only factor associated with decreased DMFS. Patients with a nodal SUVmax > 5.4 presented an increased risk for distant metastases (HR, 3.3; 95% CI 1.17-9.25; p = 0.023). CONCLUSIONS The pretreatment nodal SUVmax in patients with locally advanced HNSCC is prognostic for DMFS. However, according to our results primary tumor SUVmax and nodal SUVmax were not significantly related to OS, DFS or LRC. Patients presenting KPS < 80% had worse OS, DFS, CSS and LRC.
Collapse
Affiliation(s)
- J Cacicedo
- Radiation Oncology Department, Cruces University Hospital (University of the Basque Country)/Biocruces Health Research Institute, c/Plaza de Cruces s/n, 48903, Barakaldo, Bizkaia (Basque Country), Spain.
| | - I Fernandez
- Nuclear Medicine Department, Cruces University Hospital, Barakaldo, Spain
| | - O Del Hoyo
- Radiation Oncology Department, Cruces University Hospital (University of the Basque Country)/Biocruces Health Research Institute, c/Plaza de Cruces s/n, 48903, Barakaldo, Bizkaia (Basque Country), Spain
| | - A Navarro
- Radiation Oncology Department, Hospital Duran i Reynals (ICO) Avda, Gran Via de L´Hospitalet, 199-203, Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - A Gomez-Iturriaga
- Radiation Oncology Department, Cruces University Hospital (University of the Basque Country)/Biocruces Health Research Institute, c/Plaza de Cruces s/n, 48903, Barakaldo, Bizkaia (Basque Country), Spain
| | - J Ignacio Pijoan
- Clinical Epidemiology Unit, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain.,CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - L Martinez-Indart
- Clinical Epidemiology Unit, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - J Escudero
- Clinical Epidemiology Unit, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - J Gomez-Suarez
- Otolaryngology Department, Cruces University Hospital, c/Plaza de Cruces s/n, 48903, Barakaldo, Vizcaya (Basque Country), Spain
| | - R Ortiz de Zarate
- Medical Physics and Radioprotection Department, Cruces University Hospital/Biocruces Health Research Institute, Vizcaya, Spain
| | - J Fernando Perez
- Medical Physics and Radioprotection Department, Cruces University Hospital/Biocruces Health Research Institute, Vizcaya, Spain
| | - P Bilbao
- Radiation Oncology Department, Cruces University Hospital (University of the Basque Country)/Biocruces Health Research Institute, c/Plaza de Cruces s/n, 48903, Barakaldo, Bizkaia (Basque Country), Spain
| | - D Rades
- Department of Radiation Oncology, University of Lübeck, Ratzeburger Allee 160, 23562, Lübeck, Germany
| |
Collapse
|
17
|
Park JW, Lee SW, Kim JS, Song SY. Prediction of local control in early glottic carcinoma using the maximum standardised uptake value. Cancer Radiother 2017; 21:205-209. [PMID: 28495481 DOI: 10.1016/j.canrad.2017.01.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 01/11/2017] [Accepted: 01/16/2017] [Indexed: 11/29/2022]
Abstract
PURPOSE This retrospective study aimed to determine whether the maximum standardised uptake value (SUVmax) can predict local tumour control in early glottic cancer (Tis, T1, and T2). PATIENTS AND METHODS Fifty-nine patients treated with definitive radiotherapy for early glottic cancer between 2003 and 2011 were enrolled. We evaluated the SUVmax in the region of interest around the original tumour site. Local tumour control and survival were estimated using Kaplan-Meier curves. Receiver operating characteristic curves were used to assess the optimal SUVmax cut-off for predicting local control. RESULTS As determined by laryngoscopy, all patients achieved a complete response. Eleven patients experienced local recurrence, while no distant metastasis occurred. One patient died due to local recurrence, while five lost their larynxes. The median follow-up was 61.5 (range: 6.2-123.4) months. The five-year local progression-free survival was 84.7%, and larynx preservation was possible in 89.6% of cases. The median SUVmax was 2.2. The optimal SUVmax for predicting local tumour control was identified as 3.4. Patients with glottic cancers with an SUVmax>3.4 showed a significantly lower local progression-free survival rate than those with tumours with an SUVmax<3.4 (five-year local progression-free survival rate: 53.4% vs. 95.4%, P<0.01). Multivariate analysis confirmed that a high SUVmax was an independent predictive factor for local progression-free survival (P=0.006). CONCLUSION The use of (18F)-fluorodeoxyglucose-positron emission tomography for evaluation of the SUVmax is useful to predict local progression-free survival in patients with early glottic cancer treated by radiation. Early glottic cancer with a high SUVmax may require aggressive local treatment and careful surveillance.
Collapse
Affiliation(s)
- J W Park
- Department of Radiation Oncology, Yeungnam University College of Medicine, 170, Hyeonchung-ro, Nam-gu, 42415 Daegu, South Korea
| | - S W Lee
- Department of Radiation Oncology, Asan Medical Center, College of Medicine, University of Ulsan, 86 Asanbyeongwon-gil, Songpa-gu, 138-736 Seoul, Republic of Korea.
| | - J S Kim
- Department of Nuclear Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 86 Asanbyeongwon-gil, Songpa-gu, 138-736 Seoul, Republic of Korea
| | - S Y Song
- Department of Radiation Oncology, Asan Medical Center, College of Medicine, University of Ulsan, 86 Asanbyeongwon-gil, Songpa-gu, 138-736 Seoul, Republic of Korea
| |
Collapse
|
18
|
Monitoring Mitochondrial Complex-I Activity Using Novel PET Probe 18F-BCPP-EF Allows Early Detection of Radiotherapy Effect in Murine Squamous Cell Carcinoma. PLoS One 2017; 12:e0170911. [PMID: 28125711 PMCID: PMC5268465 DOI: 10.1371/journal.pone.0170911] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Accepted: 01/12/2017] [Indexed: 11/24/2022] Open
Abstract
Objectives Aerobic glycolysis, the main pathway of energy production in tumors (Warburg effect) allows detection of tumors by positron emission tomography (PET) using 18F-fluoro-2-deoxy-D-glucose (18F-FDG). Since ionizing radiation (IR) is reported to switch aerobic glycolysis to mitochondrial oxidative phosphorylation, radiotherapeutic efficacy was monitored by the activity of mitochondrial complex I (MC-I), using a new PET probe 18F-BCPP-EF, 18F-2-tert-butyl-4-chloro-5-{6-[2-(2-fluoro-ethoxy)-ethoxy] -pyridine-3-ylmethoxy}-2H-pyridazin-3-one, compared with 18F-FDG uptake and the apoptosis index. Methods Tumor uptake of 18F-BCPP-EF or 18F-FDG was examined in C3H/HeN mice inoculated with murine squamous cell carcinoma SCCVII at various time points after a single dose of x-ray irradiation at 0, 6, 15, or 30 Gy. Apoptosis incidence was determined by TUNEL staining in excised tumor tissue. Results Tumor growth suppression was dose-dependent; tumor grew 10-fold (0 Gy), 5-fold (6 Gy), 2-fold (15 Gy), and reduced to half in its volume (30 Gy) 14 days after treatment. 18F-BCPP-EF uptake was significantly increased as early as 3 days after 15 Gy or 30 Gy, when tumor size and apoptosis index showed no difference among radiation doses. In contrast, 18F-FDG uptake was initially increased dose-dependently, remained elevated up to 7 days, and eventually decreased 10 days after 30 Gy and also 14 days after 15 Gy when tumor size was already reduced. Apoptosis index was increased after irradiation but failed to correlate with tumor response. Conclusion Tumor uptake of 18F-BCPP-EF was increased dose-dependently early after effective doses of IR when 18F-FDG uptake as well as apoptosis incidence were not indicative of tumor response. The results suggest that 18F-BCPP-EF is a promising “positive” MC-I imaging PET probe for early detection of efficacy of tumor radiotherapy.
Collapse
|
19
|
Berwouts D, De Wolf K, De Neve W, Olteanu LA, Lambert B, Speleers B, Goethals I, Madani I, Ost P. Variations in target volume definition and dose to normal tissue using anatomic versus biological imaging ( 18 F-FDG-PET) in the treatment of bone metastases: results from a 3-arm randomized phase II trial. J Med Imaging Radiat Oncol 2016; 61:124-132. [PMID: 27527354 DOI: 10.1111/1754-9485.12507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 07/08/2016] [Indexed: 12/25/2022]
Abstract
INTRODUCTION To report the impact on target volume delineation and dose to normal tissue using anatomic versus biological imaging (18 F-FDG-PET) for bone metastases. METHODS Patients with uncomplicated painful bone metastases were randomized (1:1:1) and blinded to receive either 8 Gy in a single fraction with conventionally planned radiotherapy (ConvRT-8 Gy) or 8 Gy in a single fraction with dose-painting-by-numbers (DPBN) dose range between 6 and 10 Gy) (DPBN-8 Gy) or 16 Gy in a single fraction with DPBN (dose range between 14 and 18 Gy) (DPBN-16 Gy). The primary endpoint was overall pain response at 1 month. Volumes of the gross tumour volume (GTV) - both biological (GTVPET ) and anatomical (GTVCT ) -, planning target volume (PTV), dose to the normal tissue and maximum standardized-uptake values (SUVMAX ) were analysed (secondary endpoint). RESULTS Sixty-three percent of the GTVCT volume did not show 18 F-FDG-uptake. On average, 20% of the GTVPET volume was outside GTVCT . The volume of normal tissue receiving 4 Gy, 6 Gy and 8 Gy was at least 3×, 6× and 13× smaller in DPBN-8 Gy compared to ConvRT-8 Gy and DPBN-16 Gy (P < 0.05). CONCLUSION Positron emitting tomography-information potentially changes the target volume for bone metastases. DPBN between 6 and 10 Gy significantly decreases dose to the normal tissue compared to conventional radiotherapy.
Collapse
Affiliation(s)
- Dieter Berwouts
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium.,Department of Nuclear Medicine, Ghent University Hospital, Ghent, Belgium
| | - Katrien De Wolf
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Wilfried De Neve
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Luiza Am Olteanu
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Bieke Lambert
- Department of Nuclear Medicine, Ghent University Hospital, Ghent, Belgium
| | - Bruno Speleers
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Ingeborg Goethals
- Department of Nuclear Medicine, Ghent University Hospital, Ghent, Belgium
| | - Indira Madani
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Piet Ost
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| |
Collapse
|
20
|
Cacicedo J, Navarro A, Del Hoyo O, Gomez-Iturriaga A, Alongi F, Medina JA, Elicin O, Skanjeti A, Giammarile F, Bilbao P, Casquero F, de Bari B, Dal Pra A. Role of fluorine-18 fluorodeoxyglucose PET/CT in head and neck oncology: the point of view of the radiation oncologist. Br J Radiol 2016; 89:20160217. [PMID: 27416996 DOI: 10.1259/bjr.20160217] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Squamous cell carcinoma is the most common malignant tumour of the head and neck. The initial TNM staging, the evaluation of the tumour response during treatment, and the long-term surveillance are crucial moments in the approach to head and neck squamous cell carcinoma (HNSCC). Thus, at each of these moments, the choice of the best diagnostic tool providing the more precise and larger information is crucial. Positron emission tomography with fluorine-18 fludeoxyglucose integrated with CT (18F-FDG-PET/CT) rapidly gained clinical acceptance, and it has become an important imaging tool in routine clinical oncology. However, controversial data are currently available, for example, on the role of 18F-FDG-PET/CT imaging during radiotherapy planning, the prognostic value or its real clinical impact on treatment decisions. In this article, the role of 18F-FDG-PET/CT imaging in HNSCC during pre-treatment staging, radiotherapy planning, treatment response assessment, prognosis and follow-up is reviewed focusing on current evidence and controversial issues. A proposal on how to integrate 18F-FDG-PET/CT in daily clinical practice is also described.
Collapse
Affiliation(s)
- Jon Cacicedo
- 1 Radiation Oncology Department, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain.,2 Grupo Español de Oncología Radioterápica en Cabeza y Cuello (GEORCC)
| | - Arturo Navarro
- 3 Radiation Oncology Department, Hospital Duran i Reynals (ICO) Avda, Gran Via de L´Hospitalet, Hospitalet de Llobregat, Barcelona, Spain
| | - Olga Del Hoyo
- 1 Radiation Oncology Department, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - Alfonso Gomez-Iturriaga
- 1 Radiation Oncology Department, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - Filippo Alongi
- 4 Radiation Oncology Department, Sacro Cuore-Don Calabria Hospital, Verona, Italy
| | - Jose A Medina
- 2 Grupo Español de Oncología Radioterápica en Cabeza y Cuello (GEORCC).,5 Radiation Oncology Department, Hospital Universitario Virgen de la Victoria, Malaga, Spain
| | - Olgun Elicin
- 6 Radiation Oncology Department, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Andrea Skanjeti
- 7 Nuclear Medicine Department, Hospices Civils de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Francesco Giammarile
- 7 Nuclear Medicine Department, Hospices Civils de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Pedro Bilbao
- 1 Radiation Oncology Department, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - Francisco Casquero
- 1 Radiation Oncology Department, Cruces University Hospital/Biocruces Health Research Institute, Barakaldo, Spain
| | - Berardino de Bari
- 8 fESTRO Radiation Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Alan Dal Pra
- 6 Radiation Oncology Department, Inselspital, Bern University Hospital, Bern, Switzerland
| |
Collapse
|
21
|
Present and future role of FDG-PET/CT imaging in the management of head and neck carcinoma. Jpn J Radiol 2015; 33:776-89. [DOI: 10.1007/s11604-015-0495-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2015] [Accepted: 10/16/2015] [Indexed: 01/09/2023]
|
22
|
Senyilmaz D, Teleman AA. Chicken or the egg: Warburg effect and mitochondrial dysfunction. F1000PRIME REPORTS 2015; 7:41. [PMID: 26097714 PMCID: PMC4447048 DOI: 10.12703/p7-41] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Compared with normal cells, cancer cells show alterations in many cellular processes, including energy metabolism. Studies on cancer metabolism started with Otto Warburg's observation at the beginning of the last century. According to Warburg, cancer cells rely on glycolysis more than mitochondrial respiration for energy production. Considering that glycolysis yields much less energy compared with mitochondrial respiration, Warburg hypothesized that mitochondria must be dysfunctional and this is the initiating factor for cancer formation. However, this hypothesis did not convince every scientist in the field. Some believed the opposite: the reduction in mitochondrial activity is a result of increased glycolysis. This discrepancy of opinions is ongoing. In this review, we will discuss the alterations in glycolysis, pyruvate metabolism, and the Krebs cycle in cancer cells and focus on cause and consequence.
Collapse
|
23
|
The usefulness of standardized uptake value in differentiation between benign and malignant thyroid lesions detected incidentally in 18F-FDG PET/CT examination. PLoS One 2014; 9:e109612. [PMID: 25296297 PMCID: PMC4190406 DOI: 10.1371/journal.pone.0109612] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2014] [Accepted: 09/01/2014] [Indexed: 11/19/2022] Open
Abstract
Introduction In the last decade, (18)F-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET and PET/CT) has become one of the major diagnostic tools used in oncology. A significant number of patients who undergo this procedure, due to non-thyroidal reasons, present incidental uptake of (18F-FDG) in the thyroid. The aim of the study was to compare the SUVmax (standardized uptake value) of thyroid focal lesions, which were incidentally found on PET/CT, in relation to the results of thyroid fine-needle aspiration biopsy (FNAB) and/or histopathological evaluation. Materials and Methods Patients referred for PET/CT examination, due to non-thyroidal illness, presented focal 18F-FDG uptake in the thyroid and were advised to undergo ultrasonography (US), hormonal evaluation, FNAB and/or total thyroidectomy at our institution. Results 6614 PET/CT examinations performed in 5520 patients were analyzed. Of the 122 patients with focal thyroid 18F-FDG activity, 82 patients (67.2%) underwent further thyroid evaluation using FNAB. Benign lesions were diagnosed in 46 patients, malignant - in 19 patients (confirmed by post-surgical histopathology), while 17 patients had inconclusive results of cytological assessment. Mean SUVmax of benign lesions was 3.2±2.8 (median = 2.4), while the mean SUVmax value for malignant lesions was 7.1±8.2 (median = 3.5). The risk of malignancy was 16.7% for lesions with a SUVmax under 3, 43.8% for lesions with a SUVmax between 3 and 6, and 54.6% for lesions with a SUVmax over 6. In the group of malignant lesions, a positive correlation between the lesion’s diameter and SUVmax was observed (p = 0.03, r = 0.57). Conclusions Subjects with incidental focal uptake of 18F-FDG in thyroid are at a high risk of thyroid malignancy. A high value of SUVmax further increases the risk of malignancy, indicating the necessity for further cytological or histological evaluation. However, as SUVmax correlated with the diameter of malignant lesions, small lesions with focal uptake of 18F-FDG should be interpreted cautiously.
Collapse
|