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Gherghe M, Lazar AM, Mutuleanu MD, Stanciu AE, Martin S. Radiomics Analysis of [18F]FDG PET/CT Thyroid Incidentalomas: How Can It Improve Patients’ Clinical Management? A Systematic Review from the Literature. Diagnostics (Basel) 2022; 12:diagnostics12020471. [PMID: 35204561 PMCID: PMC8870948 DOI: 10.3390/diagnostics12020471] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 01/01/2023] Open
Abstract
Background: We performed a systematic review of the literature to provide an overview of the application of PET-based radiomics of [18F]FDG-avid thyroid incidentalomas and to discuss the additional value of PET volumetric parameters and radiomic features over clinical data. Methods: The most relevant databases were explored using an algorithm constructed based on a combination of terms related to our subject and English-language articles published until October 2021 were considered. Among the 247 identified articles, 19 studies were screened for eligibility and 11 met the criteria, with 4 studies including radiomics analyses. Results: We summarized the available literature based on a study of PET volumetric parameters and radiomics. Ten articles provided accurate details about volumetric parameters and their prospective value in tumour assessment. We included the data provided by these articles in a sub-analysis, but could not obtain statistically relevant results. Four publications analyzed the diagnostic potential of radiomics and the possibility of creating precise predictive models, their corresponding quality score being assessed. Conclusions: The use of PET volumetric parameters and radiomics analysis in patients with [18F]FDG-avid thyroid incidentalomas outlines a great prospect in diagnosis and stratification of patients with malignant nodules and may represent a way of limiting the need for unnecessary invasive procedures; however, further studies need to be performed for a standardization of the method.
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Affiliation(s)
- Mirela Gherghe
- Nuclear Medicine Department, University of Medicine and Pharmacy Carol Davila Bucharest, 050474 Bucharest, Romania; (M.G.); (M.-D.M.)
- Nuclear Medicine Department, Institute of Oncology “Profesor Doctor Alexandru Trestioreanu”, 022328 Bucharest, Romania
| | - Alexandra Maria Lazar
- Nuclear Medicine Department, Institute of Oncology “Profesor Doctor Alexandru Trestioreanu”, 022328 Bucharest, Romania
- Correspondence:
| | - Mario-Demian Mutuleanu
- Nuclear Medicine Department, University of Medicine and Pharmacy Carol Davila Bucharest, 050474 Bucharest, Romania; (M.G.); (M.-D.M.)
- Nuclear Medicine Department, Institute of Oncology “Profesor Doctor Alexandru Trestioreanu”, 022328 Bucharest, Romania
| | - Adina Elena Stanciu
- Carcinogenesis and Molecular Biology Department, Institute of Oncology “Profesor Doctor Alexandru Trestioreanu”, 022328 Bucharest, Romania;
| | - Sorina Martin
- Endocrinology Department, Elias Emergency University Clinic Hospital, 011461 Bucharest, Romania;
- Endocrinology Department, University of Medicine and Pharmacy Carol Davila Bucharest, 050474 Bucharest, Romania
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Lee H, Chung YS, Lee JH, Lee KY, Hwang KH. Characterization of focal hypermetabolic thyroid incidentaloma: An analysis with F-18 fluorodeoxyglucose positron emission tomography/computed tomography parameters. World J Clin Cases 2022; 10:155-165. [PMID: 35071515 PMCID: PMC8727242 DOI: 10.12998/wjcc.v10.i1.155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 10/09/2021] [Accepted: 11/22/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Incidentally found thyroid tumor (thyroid incidentaloma, TI) on F-18 fluorodeoxyglucose (FDG) positron emission tomography-computed tomography (PET-CT) is reported in 2.5%-5% of patients being investigated for non-thyroid purposes. Up to 50% of these cases have been diagnosed to be malignant by cytological/histological results. Ultrasonography (US) and fine-needle aspiration cytology are recommended for thyroid nodules with high FDG uptake (hypermetabolism) that are 1 cm or greater in size. It is important to accurately determine whether a suspicious hypermetabolic TI is malignant or benign. AIM To distinguish malignant hypermetabolic TIs from benign disease by analyzing F-18 FDG PET-CT parameters and to identify a cut-off value. METHODS Totally, 12761 images of patients who underwent F-18 FDG PET-CT for non-thyroid purposes at our hospital between January 2016 and December 2020 were retrospectively reviewed, and 339 patients [185 men (mean age: 68 ± 11.2) and 154 women (mean age: 63 ± 15.0)] were found to have abnormal, either focal or diffuse, thyroid FDG uptake. After a thorough review of their medical records, US, and cytological/histological reports, 46 eligible patients with focal hypermetabolic TI were included in this study. The TIs were categorized as malignant and benign according to the cytological/histological reports, and four PET parameters [standardized uptake value (SUV)max, SUVpeak, SUVmean, and metabolic tumor volume (MTV)] were measured on FDG PET-CT. Total lesion glycolysis (TLG) was calculated by multiplying the SUVmean by MTV. Both parametric and non-parametric methods were used to compare the five parameters between malignant and benign lesions. Receiver operating characteristic (ROC) curve analysis was performed to identify a cut-off value. RESULTS Each of the 46 patients [12 men (26.1%; mean age: 62 ± 13.1 years) and 34 women (73.9%; mean age: 60 ± 12.0 years)] with focal hypermetabolic TIs had one focal hypermetabolic TI. Among them, 26 (56.5%) were malignant and 20 (43.5%) were benign. SUVmax, SUVpeak, SUVmean, and TLG were all higher in malignant lesions than benign ones, but the difference was statistically significant (P = 0.012) only for SUVmax. There was a positive linear correlation (r = 0.339) between SUVmax and the diagnosis of malignancy. ROC curve analysis for SUVmax revealed an area under the curve of 0.702 (P < 0.05, 95% confidence interval: 0.550-0.855) and SUVmax cut-off of 8.5 with a sensitivity of 0.615 and a specificity of 0.789. CONCLUSION More than half of focal hypermetabolic TIs on F-18 FDG PET-CT were revealed as malignant lesions, and SUVmax was the best parameter for discriminating between malignant and benign disease. Unexpected focal hypermetabolic TIs with the SUVmax above the cut-off value of 8.5 may have a greater than 70% chance of malignancy; therefore, further active assessment is required.
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Affiliation(s)
- Haejun Lee
- Department of Nuclear Medicine, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
| | - Yoo Seung Chung
- Department of Endocrine Surgery, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
| | - Joon-Hyop Lee
- Department of Endocrine Surgery, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
| | - Ki-Young Lee
- Department of Endocrinology and Metabolism, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
| | - Kyung-Hoon Hwang
- Department of Nuclear Medicine, Gachon University College of Medicine, Gil Medical Center, Incheon 21565, South Korea
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Uchiyama Y, Hirata K, Watanabe S, Okamoto S, Shiga T, Okada K, Ito YM, Kudo K. Development and validation of a prediction model based on the organ-based metabolic tumor volume on FDG-PET in patients with differentiated thyroid carcinoma. Ann Nucl Med 2021; 35:1223-1231. [PMID: 34379284 DOI: 10.1007/s12149-021-01664-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 07/29/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Although patients with differentiated thyroid cancer (DTC) generally have a good prognosis, patients with a large metabolic tumor volume (MTV) on FDG-PET may experience poor clinical courses. We measured organ-based MTVs and tested its prognostic performance in comparison to conventional MTV (cMTV). METHODS We retrospectively analyzed the cases of 280 patients who received their first I-131 therapy in 2003-2014 at our hospital and showed an FDG-avid metastatic lesion. We randomly divided the patients into training (n = 190) and validation (n = 90) datasets. We classified the MTVs as MTVneck-node, MTVdistant-node, MTVlung, MTVbone, and MTVother-organs and tested with/without dichotomization vis-à-vis overall survival (OS). Based on the estimated weighting coefficients of the organ-based MTVs, we propose a new index: the adjusted whole-body MTV (aMTV). Using the validation dataset, we compared the aMTV with cMTV for predicting OS. RESULTS In a univariate analysis, MTVdistant-node and MTVother-organs were more strongly correlated with the OS than the dichotomized forms, whereas the dichotomized forms of MTVneck-node, MTVlung, and MTVbone were more strongly correlated with OS than the continuous variables. The aMTV was thus expressed as 0.69 × dic(MTVneck-node) + 0.02 × MTVdistant-node + 1.05 × dic(MTVlung) + 1.58 × dic(MTVbone) + 0.01 × MTVother-organs, where dic(x) represents 0 or 1 based on the optimized cut-off. In the model evaluation using the validation group, aMTV was a significant predictor of OS with a higher c-index (0.7676) than cMTV (0.7218). CONCLUSION In DTC patients with FDG-avid metastasis before I-131 therapy, all organ-based MTVs were significant predictors of prognosis. As the aMTV outperformed the cMTV for predicting prognoses, we recommend measuring the MTV on an organ basis.
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Affiliation(s)
- Yuko Uchiyama
- Department of Diagnostic Imaging, Graduate School of Medicine, Hokkaido University, Kita 15, Nishi 7, Kita-Ku, Sapporo, Hokkaido, 060-8638, Japan
- Department of Nuclear Medicine, Hokkaido University Hospital, Sapporo, Japan
| | - Kenji Hirata
- Department of Diagnostic Imaging, Graduate School of Medicine, Hokkaido University, Kita 15, Nishi 7, Kita-Ku, Sapporo, Hokkaido, 060-8638, Japan.
- Department of Nuclear Medicine, Hokkaido University Hospital, Sapporo, Japan.
| | - Shiro Watanabe
- Department of Diagnostic Imaging, Graduate School of Medicine, Hokkaido University, Kita 15, Nishi 7, Kita-Ku, Sapporo, Hokkaido, 060-8638, Japan
- Department of Nuclear Medicine, Hokkaido University Hospital, Sapporo, Japan
| | - Shozo Okamoto
- Department of Radiology, Obihiro-Kosei General Hospital, Obihiro, Japan
| | - Tohru Shiga
- Advanced Clinical Research Center, Fukushima Global Medical Science Center, Fukushima, Japan
| | - Kazufumi Okada
- Data Science Center, Promotion Unit, Institute of Health Science Innovation for Medical Care, Hokkaido University Hospital, Sapporo, Japan
| | - Yoichi M Ito
- Data Science Center, Promotion Unit, Institute of Health Science Innovation for Medical Care, Hokkaido University Hospital, Sapporo, Japan
| | - Kohsuke Kudo
- Department of Diagnostic Imaging, Graduate School of Medicine, Hokkaido University, Kita 15, Nishi 7, Kita-Ku, Sapporo, Hokkaido, 060-8638, Japan
- Department of Diagnostic Imaging and Interventional Radiology, Hokkaido University Hospital, Sapporo, Japan
- Faculty of Medicine, Global Center for Biomedical Science and Engineering, Hokkaido University, Sapporo, Japan
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Şahin Ö, Kaya B, Aydın Z, Şen AE, İyisoy MS, Aydın A. Prostate incidentaloma on 18F-fluorodeoxyglucose positron emission tomography: Diagnostic value of volumetric positron emission tomography parameters. Nuklearmedizin 2021; 60:394-402. [PMID: 34243190 DOI: 10.1055/a-1525-7607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE To evaluate whether volumetric PET parameters such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG) contributed to maximum standardized uptake value (SUVmax) in predicting prostate carcinoma in the prostate incidentalomas (PI) in 18F-FDG PET/CT. MATERIALS AND METHODS This retrospective study comprised 107 patients with PI of 4723 male patients who had undergone 18F-FDG PET/CT. SUVmax and volumetric PET parameters of PIs were assessed. MTV and TLG were acquired with each SUV threshold as 2.5, 3.0, 3.5, 4.0, 4.5, and 5.0. RESULTS The PI incidence was 2.3%, and the malignancy ratio of PI was 15.9%. According to further analysis results, 17 patients were in the malignant group, and 46 patients were in the benign group. Malignant PIs had higher SUVmax (10.6 vs. 6.4 and p<0.01), MTV (all p < 0.01) and TLG (all p < 0.01) than benign incidentalomas. All volumetric PET parameters had higher area under the curve (AUC) than SUVmax. SUVmax AUC was 0.835 [95% confidence interval (CI): 0.728-0.942]. MTV 2.5 and TLG 2.5 had the highest performance for predicting malignant PI.MTV2.5 AUC was 0.871 (95% CI: 0.775-0.968), and TLG2.5 AUC was 0.882 (95% CI: 0.797-0.967). Using TLG 2.5 greater than 29.8 as the cut-off point, the sensitivity and specificity for malignancy prediction were 94.1% and 82.6%, respectively. CONCLUSION In this study, in which the effectiveness of volumetric parameters in the diagnosis of PI was evaluated for the first time, it was shown that they could potentially have clinical value along with SUVmax.
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Affiliation(s)
- Özlem Şahin
- Department of Nuclear Medicine, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Buğra Kaya
- Department of Nuclear Medicine, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Zeynep Aydın
- Department of Nuclear Medicine, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Ahmet Eren Şen
- Department of Nuclear Medicine, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Mehmet Sinan İyisoy
- Department of Medical Education and Informatics, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Arif Aydın
- Department of Urology, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
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de Leijer JF, Metman MJH, van der Hoorn A, Brouwers AH, Kruijff S, van Hemel BM, Links TP, Westerlaan HE. Focal Thyroid Incidentalomas on 18F-FDG PET/CT: A Systematic Review and Meta-Analysis on Prevalence, Risk of Malignancy and Inconclusive Fine Needle Aspiration. Front Endocrinol (Lausanne) 2021; 12:723394. [PMID: 34744999 PMCID: PMC8564374 DOI: 10.3389/fendo.2021.723394] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 09/20/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND The rising demand for 18F-fluorodeoxyglucose positron emission tomography with computed tomography (18F-FDG PET/CT) has led to an increase of thyroid incidentalomas. Current guidelines are restricted in giving options to tailor diagnostics and to suit the individual patient. OBJECTIVES We aimed at exploring the extent of potential overdiagnostics by performing a systematic review and meta-analysis of the literature on the prevalence, the risk of malignancy (ROM) and the risk of inconclusive FNAC (ROIF) of focal thyroid incidentalomas (FTI) on 18F-FDG PET/CT. DATA SOURCES A literature search in MEDLINE, Embase and Web of Science was performed to identify relevant studies. STUDY SELECTION Studies providing information on the prevalence and/or ROM of FTI on 18F-FDG PET/CT in patients with no prior history of thyroid disease were selected by two authors independently. Sixty-one studies met the inclusion criteria. DATA ANALYSIS A random effects meta-analysis on prevalence, ROM and ROIF with 95% confidence intervals (CIs) was performed. Heterogeneity and publication bias were tested. Risk of bias was assessed using the quality assessment of diagnostic accuracy studies (QUADAS-2) tool. DATA SYNTHESIS Fifty studies were suitable for prevalence analysis. In total, 12,943 FTI were identified in 640,616 patients. The pooled prevalence was 2.22% (95% CI = 1.90% - 2.54%, I2 = 99%). 5151 FTI had cyto- or histopathology results available. The pooled ROM was 30.8% (95% CI = 28.1% - 33.4%, I2 = 57%). 1308 (83%) of malignant nodules were papillary thyroid carcinoma (PTC). The pooled ROIF was 20.8% (95% CI = 13.7% - 27.9%, I2 = 92%). LIMITATIONS The main limitations were the low to moderate methodological quality of the studies and the moderate to high heterogeneity of the results. CONCLUSION FTI are a common finding on 18F-FDG PET/CTs. Nodules are malignant in approximately one third of the cases, with the majority being PTC. Cytology results are non-diagnostic or indeterminate in one fifth of FNACs. These findings reveal the potential risk of overdiagnostics of FTI and emphasize that the workup of FTI should be performed within the context of the patient's disease and that guidelines should adopt this patient tailored approach.
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Affiliation(s)
- J. F. de Leijer
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - M. J. H. Metman
- Department of Surgical Oncology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - A. van der Hoorn
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - A. H. Brouwers
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - S. Kruijff
- Department of Surgical Oncology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - B. M. van Hemel
- Department of Pathology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - T. P. Links
- Department of Internal Medicine, Division of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - H. E. Westerlaan
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- *Correspondence: H. E. Westerlaan,
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Ceriani L, Milan L, Virili C, Cascione L, Paone G, Trimboli P, Giovanella L. Radiomics Analysis of [ 18F]-Fluorodeoxyglucose-Avid Thyroid Incidentalomas Improves Risk Stratification and Selection for Clinical Assessment. Thyroid 2021; 31:88-95. [PMID: 32517585 DOI: 10.1089/thy.2020.0224] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background: [18F]-Fluorodeoxyglucose (FDG)-avid thyroid lesions incidentally detected on positron emission tomography/computed tomography (PET/CT) scans represent a tumor lesion in about 30% of cases. The present study evaluated the ability of PET metrics and radiomics features to predict final diagnosis of [18F]FDG thyroid incidentalomas (TIs). Methods: A total of 104 patients with 107 TIs were retrospectively studied; 30 nodules (28%) were diagnosed as malignant. After volumetric segmentation of each thyroid lesion, metabolic tumor volume (MTV), total lesion glycolysis (TLG), standardized uptake values (SUVs), and metabolic heterogeneity were estimated, and 107 radiomics features were extracted following a standard protocol. Results: MTV, TLG, SUVmax, SUVmean, and SUVpeak among functional PET parameters, and gray-level co-occurrence matrix (GLCM)_InverseDifferenceMoment, shape_Sphericity, GLCM_SumSquares, firstorder_Maximum2DDiameterSlice, firstorder_Energy, and GLCM_Contrast among nonredundant radiomics features, showed significantly different values between malignant and benign TIs (Mann-Whitney U-test, p < 0.01 for all). Univariate logistic regression revealed that these parameters demonstrated good ability to predict final diagnosis of TIs (p < 0.02 for all). Shape_Sphericity was the best predictor classifying 82% of TIs correctly (p < 0.0001). Only TLG, SUVmax, and shape_Sphericity retained significance (p < 0.0001) by multivariate analysis. Malignant lesion prevalence increased from 7% to 100% in accordance with the number (score, 0-3) of the three positive parameters present (χ2 trend, p < 0.0001). A score of 0 excludes malignant TIs with a negative predictive value of 93%, while a score of 3 predicted malignancy with a positive predictive value of 100%. Conclusions: PET metrics and radiomics analysis can improve identification of [18F]FDG-avid TIs at high risk of malignancy. A model based on TLG, SUVmax, and shape_Sphericity may allow prediction of a final diagnosis, providing useful information for the management of TIs.
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Affiliation(s)
- Luca Ceriani
- Clinic for Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Switzerland
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Lisa Milan
- Clinic for Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Switzerland
| | - Camilla Virili
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Luciano Cascione
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
- SIB Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Amphipole, Lausanne, Switzerland
| | - Gaetano Paone
- Clinic for Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Switzerland
| | - Pierpaolo Trimboli
- Clinic for Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Switzerland
- Competence Centre for Thyroid Diseases, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana (USI), Lugano, Switzerland
| | - Luca Giovanella
- Clinic for Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Switzerland
- Competence Centre for Thyroid Diseases, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Clinic for Nuclear Medicine, University Hospital and University of Zurich, Zurich, Switzerland
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Aksu A, Karahan Şen NP, Acar E, Çapa Kaya G. Evaluating Focal 18F-FDG Uptake in Thyroid Gland with Radiomics. Nucl Med Mol Imaging 2020; 54:241-248. [PMID: 33088353 DOI: 10.1007/s13139-020-00659-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 07/17/2020] [Accepted: 07/23/2020] [Indexed: 01/14/2023] Open
Abstract
Purpose The aim of this study was to evaluate the ability of 18F-FDG PET/CT texture analysis to predict the exact pathological outcome of thyroid incidentalomas. Methods 18F-FDG PET/CT images between March 2010 and September 2018 were retrospectively reviewed in patients with focal 18F-FDG uptake in the thyroid gland and who underwent fine needle aspiration biopsy from this area. The focal uptake in the thyroid gland was drawn in 3D with 40% SUVmax threshold. Features were extracted from volume of interest (VOI) using the LIFEx package. The features obtained were compared in benign and malignant groups, and statistically significant variables were evaluated by receiver operating curve (ROC) analysis. The correlation between the variables with area under curve (AUC) value over 0.7 was examined; variables with correlation coefficient less than 0.6 were evaluated with machine learning algorithms. Results Sixty patients (70% train set, 30% test set) were included in the study. In univariate analysis, a statistically significant difference was observed in 6 conventional parameters, 5 first-, and 16 second-order features between benign and malignant groups in train set (p < 0.05). The feature with the highest benign-malignant discriminating power was GLRLMRLNU (AUC:0.827). AUC value of SUVmax was calculated as 0.758. GLRLMRLNU and SUVmax were evaluated to build a model to predict the exact pathology outcome. Random forest algorithm showed the best accuracy and AUC (78.6% and 0.849, respectively). Conclusion In the differentiation of benign-malignant thyroid incidentalomas, GLRLMRLNU and SUVmax combination may be more useful than SUVmax to predict the outcome.
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Affiliation(s)
- Ayşegül Aksu
- Department of Nuclear Medicine, School of Medicine, Dokuz Eylul University, İzmir, Turkey
| | | | - Emine Acar
- Department of Nuclear Medicine, Kent Hospital, İzmir, Turkey.,Department of Translational Oncology, Institute of Health Sciences, Dokuz Eylul University, İzmir, Turkey
| | - Gamze Çapa Kaya
- Department of Nuclear Medicine, School of Medicine, Dokuz Eylul University, İzmir, Turkey
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Shi H, Yuan Z, Yang C, Zhang J, Liu C, Sun J, Ye X. Role of multi-modality functional imaging in differentiation between benign and malignant thyroid 18F-fluorodeoxyglucose incidentaloma. Clin Transl Oncol 2019; 21:1561-1567. [PMID: 30924093 DOI: 10.1007/s12094-019-02089-9] [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: 12/29/2018] [Accepted: 03/12/2019] [Indexed: 11/29/2022]
Abstract
PURPOSE To evaluate the diagnostic performance of multi-modality functional imaging in differentiating malignant and benign thyroid 18F-fluorodeoxyglucose (18F-FDG) incidentaloma. METHODS This study included 87 patients with thyroid 18F-FDG incidentalomas detected by 18F-FDG- positron emission tomography/computed tomography (18F-FDG-PET/CT) and diagnosed at surgery or biopsy, who received 18F-FDG-PET/CT, diffusion-weighted MR imaging (DWI) and ultrasound elastography (USE). The metabolic tumor volume (MTV), total lesion glycolysis (TLG), apparent diffusion coefficient (ADC) values and ultrasound elasticity scores of thyroid 18F-FDG incidentalomas were measured and compared in benign and malignant thyroid incidentalomas. The differences of malignant and benign thyroid incidentalomas were tested by χ2 test, Fisher's exact test, t test, or Mann-Whitney U test. The diagnostic performance was evaluated and optimal cut-off values were determined in distinguishing malignant from benign thyroid incidentalomas by receiver operating characteristic curve analysis. RESULTS MTV, TLG and USE scores of malignant thyroid incidentalomas were significantly higher than benign; but ADC value was significantly lower. We defined the functional imaging parameters TLG < 2.48, ADC > 1.80 × 10-3mm2/s, and USE score of 1 as markers of benign thyroid incidentalomas and each scored -1 point; TLG ≥ 2.48, ADC ≤ 1.80 × 10-3mm2/s, and USE score of 4 as markers of malignancy and each scored 1 point. Combined multi-functional imaging parameters achieved the highest performance (84.6% sensitivity and 97.1% specificity) for distinguish malignant from benign thyroid incidentaloma with AUC 0.957 (95% CI 0.917, 0.997). CONCLUSIONS Functional imaging might help to distinguishing malignant from benign thyroid 18F-FDG incidentalomas, and combined multi-functional imaging parameters could improve it.
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Affiliation(s)
- H Shi
- Shanghai Universal Medical Imaging Diagnostic Center, 406 Gui Lin Road, Shanghai, 200233, People's Republic of China.,Department of Radiology, PET/CT Center, Shanghai 85 hospital, 1328 Hua Shan Road, Shanghai, 200052, People's Republic of China
| | - Z Yuan
- Department of Radiology, PET/CT Center, Shanghai 85 hospital, 1328 Hua Shan Road, Shanghai, 200052, People's Republic of China.
| | - C Yang
- Shanghai Universal Medical Imaging Diagnostic Center, 406 Gui Lin Road, Shanghai, 200233, People's Republic of China.,Department of Radiology, PET/CT Center, Shanghai 85 hospital, 1328 Hua Shan Road, Shanghai, 200052, People's Republic of China
| | - J Zhang
- Shanghai Universal Medical Imaging Diagnostic Center, 406 Gui Lin Road, Shanghai, 200233, People's Republic of China.,Department of Radiology, PET/CT Center, Shanghai 85 hospital, 1328 Hua Shan Road, Shanghai, 200052, People's Republic of China
| | - C Liu
- Shanghai Universal Medical Imaging Diagnostic Center, 406 Gui Lin Road, Shanghai, 200233, People's Republic of China
| | - J Sun
- Shanghai Universal Medical Imaging Diagnostic Center, 406 Gui Lin Road, Shanghai, 200233, People's Republic of China
| | - X Ye
- Department of Radiology, Shanghai Chest Hospital, Shanghai Jiaotong University, 241 west Huaihai Road, Shanghai, 200030, People's Republic of China.
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9
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Takeuchi S, Shiga T, Hirata K, Taguchi J, Magota K, Ariga S, Gouda T, Ohhara Y, Homma R, Shimizu Y, Kinoshita I, Tsuji Y, Homma A, Iijima H, Tamaki N, Dosaka-Akita H. Early prediction of lenvatinib treatment efficacy by using 18F-FDG PET/CT in patients with unresectable or advanced thyroid carcinoma that is refractory to radioiodine treatment: a protocol for a non-randomized single-arm multicenter observational study. BMJ Open 2018; 8:e021001. [PMID: 30166292 PMCID: PMC6119439 DOI: 10.1136/bmjopen-2017-021001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Lenvatinib, an oral molecular targeted drug, is used to treat patients with unresectable or advanced thyroid carcinoma that is refractory to radioiodine treatment. Effective methods for evaluating molecular targeted drugs are a critical unmet need owing to their expensive costs and unique adverse events. The aim of this study is to determine whether 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/CT at 1 week after commencing lenvatinib can predict treatment outcomes. DESIGN AND METHODS This study is planned as a non-randomised single-arm multicentre study; patients with pathologically confirmed differentiated thyroid carcinoma (DTC) with lesions that are refractory to radioiodine treatment are eligible. The main exclusion criteria are medullary or anaplastic carcinoma, prior treatment with chemotherapy, poor general condition and thromboembolism-requiring treatment. Patients to be included in the study will be treated with lenvatinib and undergo FDG-PET/CT examination twice: before and 1 week after the initiation of treatment. Contrast-enhanced CT, the gold standard for evaluation, will be performed at least 4 weeks after the initiation of treatment. The primary objective is to evaluate the ability of the lesion maximum standard uptake value for FDG PET/CT performed 1 week after the initiation of treatment to predict outcomes compared with the response evaluation obtained via contrast-enhanced CT performed at least 4 weeks after the initiation of treatment. ETHICS AND DISSEMINATION This study is conducted in accordance with the Declaration of Helsinki and has received ethical approval from the institutional review board of the Hokkaido University Hospital (approval number: 015-402). The results of this study will be disseminated through a presentation at a conference and the publication of the data in a peer-reviewed journal. The study will be implemented and reported in line with the SPIRIT statement. TRIAL REGISTRATION NUMBER UMIN000022592.
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Affiliation(s)
- Satoshi Takeuchi
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Tohru Shiga
- Department of Nuclear Medicine, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Kenji Hirata
- Department of Nuclear Medicine, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Jun Taguchi
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Keiichi Magota
- Department of Radiology, Hokkaido University Hospital, Sapporo, Hokkaido, Japan
| | - Shin Ariga
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Tomohiro Gouda
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Yoshihito Ohhara
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Rio Homma
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Yasushi Shimizu
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Ichiro Kinoshita
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Yasushi Tsuji
- Department of of Medical Oncology, Tonan Hospital, Sapporo, Hokkaido, Japan
| | - Akihiro Homma
- Department of Otolaryngology-Head and Neck Surgery, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Hiroaki Iijima
- Clinical Research and Medical Innovation Center, Hokkaido University Hospital, Sapporo, Japan
| | - Nagara Tamaki
- Department of Nuclear Medicine, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Hirotoshi Dosaka-Akita
- Department of Medical Oncology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
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10
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Shi H, Yuan Z, Yuan Z, Yang C, Zhang J, Shou Y, Zhang W, Ping Z, Gao X, Liu S. Diagnostic Value of Volume-Based Fluorine-18-Fluorodeoxyglucose PET/CT Parameters for Characterizing Thyroid Incidentaloma. Korean J Radiol 2018. [PMID: 29520193 PMCID: PMC5840064 DOI: 10.3348/kjr.2018.19.2.342] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Objective To assess clinical value of fluorine-18-fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) for differentiation of malignant from benign focal thyroid incidentaloma. Materials and Methods This retrospective study included 99 patients with focal thyroid incidentaloma of 5216 non-thyroid cancer patients that had undergone PET/CT. PET/CT semi-quantitative parameters, volume-based functional parameters, metabolic tumor volume (MTV), and total lesion glycolysis (TLG) of thyroid incidentaloma were assessed. Receiver-operating characteristic (ROC) analysis was conducted and areas under the curve (AUC) were compared by Hanley and McNeil test to evaluate usefulness of maximum standardized uptake value (SUVmax), MTV and TLG, as markers for differentiating malignant from benign thyroid incidentalomas. Results Of 99 thyroid incidentalomas, 64 (64.6%) were malignant and 35 (35.4%) were benign. Malignant thyroid incidentalomas were larger (1.8 cm vs. 1.3 cm, p = 0.006), and had higher SUVmax (11.3 vs. 4.8, p < 0.001), MTV (all p < 0.001) and TLG (all p < 0.001) than benign. TLG 4.0 had the highest performance for differentiation of malignant from benign thyroid incidentaloma in all semi-quantitative parameters with AUC 0.895 by ROC curve analysis. AUC (TLG 4.0) was significantly larger than AUC (SUVmean), AUC (MTV 2.5), AUC (MTV 3.0), AUC (MTV 3.5), AUC (TLG 2.5), and AUC (TLG 3.0), respectively (all, p < 0.05). There was no statistical difference between AUC (TLG 4.0) and AUC (SUVmax) (p > 0.05). A threshold TLG 4.0 of 2.475 had 81.3% sensitivity and 94.3% specificity for identifying malignant thyroid incidentalomas. Conclusion Volume-based PET/CT parameters could potentially have clinical value in differential diagnosis of thyroid incidentaloma along with SUVmax.
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Affiliation(s)
- Huazheng Shi
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China.,Department of Radiology, affiliated Changzheng Hospital, The Second Military Medical University, Shanghai 200003, China
| | - Zuguo Yuan
- Department of Chemoradiotherapy, Yinzhou People's Hospital, Ningbo 315100, China
| | - Zheng Yuan
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Chunshan Yang
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Jian Zhang
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Yi Shou
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Wenrui Zhang
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Zhaofu Ping
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Xin Gao
- Shanghai Universal Medical Imaging Diagnostic Center, Shanghai 200233, China.,Department of Radiology, PET/CT Center, Shanghai 85 Hospital, Shanghai 200052, China
| | - Shiyuan Liu
- Department of Radiology, affiliated Changzheng Hospital, The Second Military Medical University, Shanghai 200003, China
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11
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Ayan A, Erdemci B, Orsal E, Bayraktutan Z, Akpinar E, Topcu A, Turkeli M, Seven B. Is there any correlation between levels of serum ostepontin, CEA, and FDG uptake in lung cancer patients with bone metastasis? Rev Esp Med Nucl Imagen Mol 2016. [DOI: 10.1016/j.remnie.2016.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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12
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Park KN, Kang KY, Hong HS, Jeong HS, Lee SW. Predictive Value of Estimated Tumor Volume Measured by Ultrasonography for Occult Central Lymph Node Metastasis in Papillary Thyroid Carcinoma. ULTRASOUND IN MEDICINE & BIOLOGY 2015; 41:2849-2854. [PMID: 26292989 DOI: 10.1016/j.ultrasmedbio.2015.02.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 01/29/2015] [Accepted: 02/24/2015] [Indexed: 06/04/2023]
Abstract
The clinical and prognostic value of tumor volume in various solid tumors has been investigated. However, there have been few studies on the clinical impact of tumor volume in papillary thyroid carcinoma (PTC). This study was performed to investigate the predictive value of estimated tumor volume measured by ultrasonography for occult central neck metastasis (OCNM) of PTC. A total of 264 patients with clinically node-negative PTC on ultrasonography and computed tomography who underwent total thyroidectomy in conjunction with at least ipsilateral prophylactic central neck dissection were enrolled in this study. Tumor volume was derived with the formula used to calculate ellipsoids from two orthogonal scans during 2-D ultrasonography at initial aspiration biopsy. We retrospectively evaluated demographic characteristics, pre-operative ultrasonographic features (tumor size, volume and multifocality) and pathologic results. The OCNM rate was 35.6%; estimated tumor volume was used to predict OCNM (p = 0.035). At 0.385 mL, sensitivity and specificity were 51.1% and 66.5%, and the area under the curve for OCNM detection was 0.610. In multivariate analysis, tumor volume, but not size, was an independent predictive factor for OCNM (odds ratio = 1.83, p = 0.029). The other factors were extrathyroidal extension (odds ratio = 2.39, p = 0.004) and male gender (odds ratio = 3.90, p < 0.001). The estimated tumor volume of PTC measured by ultrasonography could be a pre-operative predictor of OCNM.
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Affiliation(s)
- Ki Nam Park
- Department of Otolaryngology/Head and Neck Surgery, SoonChunHyang University College of Medicine, Bucheon, Korea
| | - Kyung Yoon Kang
- Department of Otolaryngology/Head and Neck Surgery, SoonChunHyang University College of Medicine, Bucheon, Korea
| | - Hyun Sook Hong
- Department of Radiology, SoonChunHyang University College of Medicine, Bucheon, Korea
| | - Han-Shin Jeong
- Department of Otolaryngology/Head and Neck Surgery, Sungkyunkwan University, Samsung Medical Center, Seoul, Korea
| | - Seung Won Lee
- Department of Otolaryngology/Head and Neck Surgery, SoonChunHyang University College of Medicine, Bucheon, Korea.
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13
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Kim D, Hwang SH, Cha J, Jo K, Lee N, Yun M. Risk Stratification of Thyroid Incidentalomas Found on PET/CT: The Value of Iodine Content on Noncontrast Computed Tomography. Thyroid 2015; 25:1249-54. [PMID: 26335604 DOI: 10.1089/thy.2015.0200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND The Hounsfield unit (HU) ratio of thyroid nodules was assessed compared to the contralateral thyroid lobe on noncontrast computed tomography (CT) to stratify further the risk of malignancy in thyroid incidentalomas found on 18F-fluorodeoxyglucose ((18)F-FDG) positron emission tomography/CT (PET/CT). METHODS This retrospective analysis included 82 patients who had thyroid incidentalomas on PET/CT in 2011. On PET/CT, the maximal standardized uptake value ratios of the thyroid nodule compared to liver (T/BSUV) and the HU ratios of the thyroid nodule compared to contralateral thyroid lobe (T/BHU) were calculated. Diagnostic performances of the T/BSUV and T/BHU were compared. RESULTS The area under the curve of T/BHU was higher than that of T/BSUV (0.941 vs. 0.689, p < 0.0001). The sensitivity, specificity, and accuracy of T/BHU were significantly higher than those of T/BSUV (100% vs. 77.8%, p = 0.0313; 80.0% vs. 60.0%, p = 0.0433; 86.6% vs. 65.9%, p = 0.0041, respectively). The risk of malignancy was much higher (71.1%) in nodules with a T/BHU cutoff value ≤0.68, whereas it was 0% in nodules with a T/BHU of >0.68. In this study, there were 18 nodules with nondiagnostic (n = 7) or atypia of undetermined significance or follicular lesion of undetermined significance cytologies (n = 11) after fine-needle aspiration biopsy (FNAB). When the T/BHU cutoff value was applied, three (60%) of the five nodules with a T/BHU of ≤0.68 were found to be papillary carcinomas. The remaining 13 nodules with a T/BHU of >0.68 were all benign with a risk of malignancy of 0%. CONCLUSIONS T/BHU is a simple and effective parameter to stratify the risk of malignancy in thyroid incidentalomas found on PET/CT. This may be of clinical relevance in those nodules with nondiagnostic or undetermined significance cytologies upon FNAB in the scheme of current clinical practice.
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Affiliation(s)
- Dongwoo Kim
- 1 Yonsei University College of Medicine , Seoul, South Korea
| | - Sang Hyun Hwang
- 2 Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine , Seoul, South Korea
| | - Jongtae Cha
- 2 Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine , Seoul, South Korea
| | - Kwanhyeong Jo
- 2 Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine , Seoul, South Korea
| | - Narae Lee
- 2 Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine , Seoul, South Korea
| | - Mijin Yun
- 2 Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine , Seoul, South Korea
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14
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Ayan AK, Erdemci B, Orsal E, Bayraktutan Z, Akpinar E, Topcu A, Turkeli M, Seven B. Is there any correlation between levels of serum ostepontin, CEA, and FDG uptake in lung cancer patients with bone metastasis? Rev Esp Med Nucl Imagen Mol 2015; 35:102-6. [PMID: 26521996 DOI: 10.1016/j.remn.2015.09.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Revised: 09/04/2015] [Accepted: 09/07/2015] [Indexed: 11/25/2022]
Abstract
OBJECTIVE In this study, an evaluation was made of the relationship between the serum levels of carcinoembryonic antigen (CEA), osteopontin (OPN), and the semi-quantitative parameters of 18-fluoro-2-deoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) in lung cancer patients with bone metastasis. MATERIAL AND METHODS The evaluation included 42 non-small cell lung cancer (NSCLC) and 31 small cell lung cancer (SCLC) patients who were referred to our institution for staging by (18)F-FDG PET/CT. The biochemical parameters measured included CEA and OPN serum levels. RESULTS Serum levels of OPN in NSCLC patients with and without bone metastasis were 21.20±4.97 ng/ml and 13.33±4.53 ng/ml, respectively (p<0.05). In SCLC patients with and without bone metastasis serum OPN levels were 23.95±4.78 ng/ml and 17.30±3.09 ng/ml, respectively (p<0.05). Serum levels of CEA in NSCLC patients with and without bone metastasis were 33.79±6.49 ng/ml and 11.74±2.96 ng/ml, respectively (p<0.05). In SCLC patients with and without bone metastasis serum levels of CEA were 28.93±4.59 ng/ml and 13.88±4.47 ng/ml, respectively (p<0.05). There were no correlations between primary tumor SUVmax, and serum levels of CEA and OPN. CONCLUSIONS Bone metastasis can be detected in patients with lung cancer by measuring CEA and OPN levels. Increased levels of CEA and OPN levels may be considered an early warning sign in patients needing accurate imaging, as they are at higher risk of bone metastasis.
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Affiliation(s)
- A K Ayan
- Department of Nuclear Medicine, Ataturk University Faculty of Medicine, Erzurum, Turkey.
| | - B Erdemci
- Department of Radiation Oncology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - E Orsal
- Department of Nuclear Medicine, Istanbul Medeniyet University Faculty of Medicine, Istanbul, Turkey
| | - Z Bayraktutan
- Department of Biochemistry, Erzurum Regional Training and Research Hospital, Erzurum, Turkey
| | - E Akpinar
- Department of Pharmacology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - A Topcu
- Department of Pharmacology, Recep Tayyip Erdogan University Faculty of Medicine, Rize, Turkey
| | - M Turkeli
- Department of Internal Medicine, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - B Seven
- Department of Nuclear Medicine, Mevlana University Faculty of Medicine, Konya, Turkey
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15
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Kim BH, Kim SJ, Kim K, Kim H, Kim SJ, Kim WJ, Jeon YK, Kim SS, Kim YK, Kim IJ. High metabolic tumor volume and total lesion glycolysis are associated with lateral lymph node metastasis in patients with incidentally detected thyroid carcinoma. Ann Nucl Med 2015; 29:721-9. [PMID: 26108700 PMCID: PMC4661206 DOI: 10.1007/s12149-015-0994-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 06/17/2015] [Indexed: 11/28/2022]
Abstract
OBJECTIVE The objective of this study was to investigate whether total lesion glycolysis (TLG) and metabolic tumor volume (MTV) measured by ¹⁸F-fluorodeoxyglucose ((18)F-FDG) positron emission tomography/computed tomography (PET/CT) could predict the aggressiveness and lymph node metastasis (LNM) in patients with incidentally detected differentiated thyroid carcinoma. METHODS A total 358 patients with focal FDG-avid thyroid incidentaloma during cancer evaluation were enrolled. Among 235 patients in whom fine-needle aspiration biopsy was performed, 51 patients underwent total thyroidectomy with LN dissection. We analyzed the relationship between volume-based parameters and clinicopathologic characteristics. RESULTS The mean age and tumor size were 57.1 ± 11.3 years and 1.15 ± 0.81 cm, respectively. The prevalence of malignancy was 21.7 % (51/235). When SUV(max) > 5.91, MTV2.5 > 2.05 cm³, and TLG2.5 > 9.09 were used as cutoff points, sensitivity, specificity, and area under curve (AUC) for prediction of lateral LNM were 77.9, 69.1 %, 0.716 (P = 0.047), 77.8, 88.1 %, 0.839 (P < 0.001), 77.8, 85.1 %, and 0.815 (P = 0.002), respectively. However, MTV and TLG had no value in prediction of central LNM, extrathyroidal extension, and multifocality. On comparison ROC curve analysis, the MTV and TLG showed the statistical differences for the prediction of lateral LNM compared with SUV(max) (all P's < 0.05). CONCLUSIONS This study has shown for the first time that volume-based PET functional parameters had a significant value for the prediction of lateral LNM in incidentally detected PTC. These results suggest that higher MTV and TLG can be potential new risk factors for preoperative risk stratification. The usefulness of TLG and MTV in preoperative risk stratification in patients with PTC needs to be confirmed in further large studies.
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Affiliation(s)
- Bo Hyun Kim
- Department of Internal Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Seong-Jang Kim
- Department of Nuclear Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Keunyoung Kim
- Department of Nuclear Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Heeyoung Kim
- Department of Nuclear Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - So Jung Kim
- Department of Nuclear Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Won Jin Kim
- Department of Internal Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Yun Kyung Jeon
- Department of Internal Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Sang Soo Kim
- Department of Internal Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
| | - Yong Ki Kim
- Kim Yong Ki Internal Medicine Clinic, Chungmu-dong 1-ga, Seo-gu, Busan, 602-011, Korea.
| | - In Joo Kim
- Department of Internal Medicine, School of Medicine, Pusan National University and Biomedical Research Institute, 179 Gudeok-Ro, Seo-Gu, Busan, 602-739, Korea.
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16
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Chun AR, Jo HM, Lee SH, Chun HW, Park JM, Kim KJ, Jung CH, Mok JO, Kang SK, Kim CH, Kim BY. Risk of malignancy in thyroid incidentalomas identified by fluorodeoxyglucose-positron emission tomography. Endocrinol Metab (Seoul) 2015; 30:71-7. [PMID: 25325277 PMCID: PMC4384680 DOI: 10.3803/enm.2015.30.1.71] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Revised: 06/03/2014] [Accepted: 07/07/2014] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Thyroid incidentalomas detected by 2-deoxy-2-18F-fluoro-D-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) have been reported in 1% to 4% of the population, with a risk of malignancy of 27.8% to 74%. We performed a retrospective review of FDG-avid thyroid incidentalomas in cancer screening subjects and patients with nonthyroid cancer. The risk of malignancy in thyroid incidentaloma and its association with the maximal standardized uptake value (SUVmax) in 18F-FDG PET/CT were evaluated to define the predictor variables in assessing risk of malignancy. METHODS A total of 2,584 subjects underwent 18F-FDG PET/CT for metastatic evaluation or cancer screening from January 2005 to January 2010. Among them, 36 subjects with FDG-avid thyroid incidentalomas underwent further diagnostic evaluation (thyroid ultrasonography-guided fine needle aspiration cytology [FNAC] or surgical resection). We retrospectively reviewed the database of these subjects. RESULTS Of the 2,584 subjects who underwent 18F-FDG PET/CT (319 for cancer screening and 2,265 for metastatic evaluation), 52 (2.0%) were identified as having FDG-avid thyroid incidentaloma and cytologic diagnosis was obtained by FNAC in 36 subjects. Of the subjects, 15 were proven to have malignant disease: 13 by FNAC and two by surgical resection. The positive predictive value of malignancy in FDG-avid thyroid incidentaloma was 41.7%. Median SUVmax was higher in malignancy than in benign lesions (4.7 [interquartile range (IQR), 3.4 to 6.0] vs. 2.8 [IQR, 2.6 to 4.0], P=0.001). CONCLUSION Thyroid incidentalomas found on 18F-FDG PET/CT have a high risk of malignancy, with a positive predictive value of 41.7%. FDG-avid thyroid incidentalomas with higher SUVmax tended to be malignant.
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Affiliation(s)
- A Reum Chun
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Hye Min Jo
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Seoung Ho Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Hong Woo Chun
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Jung Mi Park
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Kyu Jin Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Chan Hee Jung
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Ji Oh Mok
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Sung Koo Kang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Chul Hee Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Bo Yeon Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea.
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Nagarajah J, Ho AL, Tuttle RM, Weber WA, Grewal RK. Correlation of BRAFV600E Mutation and Glucose Metabolism in Thyroid Cancer Patients: An ¹⁸F-FDG PET Study. J Nucl Med 2015; 56:662-7. [PMID: 25814520 DOI: 10.2967/jnumed.114.150607] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Accepted: 02/25/2015] [Indexed: 12/26/2022] Open
Abstract
UNLABELLED There is significant interest in a better understanding of the genetic underpinnings of the increased glucose metabolic rates of cancer cells. Thyroid cancer demonstrates a broad variability of (18)F-FDG uptake as well as several well-characterized oncogenic mutations. In this study, we evaluated the differences in glucose metabolism of the BRAF(V600E) mutation versus BRAF wild-type (BRAF-WT) in patients with metastatic differentiated thyroid cancer (DTC) and poorly differentiated thyroid cancer (PDTC). METHODS Forty-eight DTC and 34 PDTC patients who underwent (18)F-FDG PET/CT for tumor staging were identified from a database search. All patients were tested for the BRAF(V600E) mutation and assigned to 1 of 2 groups: BRAF(V600E) mutated and BRAF-WT. (18)F-FDG uptake of tumor tissue was quantified by maximum standardized uptake value (SUVmax) of the hottest malignant lesion in 6 prespecified body regions (thyroid bed, lymph nodes, lung, bone, soft tissue, and other). When there were multiple lesions in 1 of the prespecified body regions, only the 1 with the highest (18)F-FDG uptake was analyzed. RESULTS In the DTC cohort, 24 tumors harbored a BRAF(V600E) mutation, whereas 24 tumors were BRAF-WT. (18)F-FDG uptake of BRAF(V600E)-positive lesions (median SUVmax, 6.3; n = 53) was significantly higher than that of BRAF-WT lesions (n = 39; median SUVmax, 4.7; P = 0.019). In the PDTC group, only 5 tumors were BRAF(V600E)-positive, and their (18)F-FDG uptake was not significantly different from the BRAF-WT tumors. There was also no significant difference between the SUVmax of all DTCs and PDTCs, regardless of BRAF mutational status (P = 0.90). CONCLUSION These data suggest that BRAF(V600E)-mutated DTCs are significantly more (18)F-FDG-avid than BRAF-WT tumors. The effect of BRAF(V600E) on tumor glucose metabolism in PDTC needs further study in larger groups of patients.
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Affiliation(s)
- James Nagarajah
- Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York Endocrinology Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York; and
| | - Alan L Ho
- Head and Neck Oncology Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York
| | - R Michael Tuttle
- Endocrinology Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York; and
| | - Wolfgang A Weber
- Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York
| | - Ravinder K Grewal
- Molecular Imaging and Therapy Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York
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Prediction of survival and cancer recurrence using metabolic volumetric parameters measured by 18F-FDG PET/CT in patients with surgically resected rectal cancer. Clin Nucl Med 2014; 39:493-7. [PMID: 24806602 DOI: 10.1097/rlu.0000000000000438] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The goal of the present study was to determine whether the volumetric parameters such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG) measured by F-FDG PET/CT could be used as prognostic factors for the recurrence-free survival (RFS) and overall survival (OS) in patients with surgically resected rectal cancer. PATIENTS AND METHODS A retrospective review identified 73 patients with surgically resected rectal cancer who received F-FDG PET/CT. Survival analysis was conducted using Kaplan-Meier analysis, and survival curves stratified by age, sex, lymph node status, surgical resection margin, American Joint Committee on Cancer (AJCC) stage, and volumetric parameters of F-FDG PET/CT were generated for the estimation of OS and RFS. Independent predictive factors for survival were determined using Cox proportional hazards model. RESULTS High MTV, high TLG, advanced AJCC stage, lymph node (+), and surgical margin (+) group showed shorter OS in rectal cancer patients. Cox proportional hazards regression analysis showed that only surgical margin (+) was associated with poor OS. The early AJCC stage, lower MTV, and lower TLG were associated with better RFS in the current study. Cox proportional hazards regression analysis reveals that the surgical margin (+) was the potent predictor of OS. However, none of the factors was associated with RFS. CONCLUSIONS In conclusion, the results of this study suggest that volumetric parameters of F-FDG PET/CT could be significant prognostic factors in surgically resected rectal cancer.
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Pezzolla A, Marzaioli R, Lattarulo S, Docimo G, Conzo G, Ciampolillo A, Barile G, Anelli FM, Madaro A. Incidental carcinoma of the thyroid. Int J Surg 2014; 12 Suppl 1:S98-102. [DOI: 10.1016/j.ijsu.2014.05.041] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2014] [Accepted: 05/03/2014] [Indexed: 02/08/2023]
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Marques P, Ratão P, Salgado L, Bugalho MJ. Thyroid Carcinoma Detected by 18F-Fluorodeoxyglucose Positron Emission Tomography Among Individuals Without Prior Evidence of Thyroid Disease: Relevance and Clinicopathologic Features. Endocr Pract 2014; 20:1129-36. [PMID: 24936549 DOI: 10.4158/ep14042.or] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE The expanding use of 18F-fluorodeoxyglucose positron emission tomography (18F-FDG-PET) has contributed to an increasing number of thyroid incidentalomas. The present study aimed to estimate the prevalence of 18F-FDG-PET thyroid incidentalomas and evaluate the clinicopathologic features of thyroid malignancies detected by 18F-FDG-PET. METHODS We reviewed all 18F-FDG-PET exams performed at the Portuguese Institute of Oncology, Lisbon, between 2007 and 2012 (n = 9,374). The inclusion criteria were focal thyroid uptake and absence of known thyroid disease. RESULTS Focal thyroid uptake was observed in 60 out of 9,374 18F-FDG-PET exams (prevalence of 0.64%). Fine-needle aspiration cytology (FNAC) was performed in 23 patients and reported as malignant in 14 cases (56.5% primary thyroid carcinoma; 4.3% secondary malignancy), as benign in 7 cases (30.5%) and as follicular lesion of undetermined significance in 2 cases (8.7%). Fourteen patients had surgery. A final histologic diagnosis of papillary thyroid carcinoma was established in 12 cases (52.2%). Three were multifocal (25.0%); 8 had extrathyroidal extension (66.7%); 5 had angioinvasion (41.7%); 3 had lymph nodes metastases (25.0%) and 2 showed lung metastases (16.7%). Overall, 91.7% were classified as intermediate or high risk. All patients had radioiodine therapy. At the last observation (mean follow-up was 29.9 months), persistent or recurrent disease was identified in 4 patients (33.3%) and none died from thyroid malignancy. CONCLUSIONS Thyroid carcinomas disclosed by 18F-FDG-PET are associated with aggressive histological criteria likely to carry a worse prognosis.
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Affiliation(s)
- Pedro Marques
- Department of Endocrinology, Instituto Portuguěs de Oncologia de Lisboa
| | - Pedro Ratão
- Department of Nuclear Medicine Department, Instituto Portuguěs de Oncologia de Lisboa
| | - Lucília Salgado
- Department of Nuclear Medicine Department, Instituto Portuguěs de Oncologia de Lisboa
| | - Maria João Bugalho
- Department of Endocrinology, Instituto Portuguěs de Oncologia de Lisboa University Clinic of Endocrinology, Faculdade de Ciěncias Médicas, Universidade Nova de Lisboa
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21
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Qu N, Zhang L, Lu ZW, Wei WJ, Zhang Y, Ji QH. Risk of malignancy in focal thyroid lesions identified by (18)F-fluorodeoxyglucose positron emission tomography or positron emission tomography/computed tomography: evidence from a large series of studies. Tumour Biol 2014; 35:6139-47. [PMID: 24622887 DOI: 10.1007/s13277-014-1813-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Accepted: 02/28/2014] [Indexed: 11/24/2022] Open
Abstract
Focal thyroid incidentaloma identified on (18)F-fluorodeoxyglucose positron emission tomography or positron emission tomography/computed tomography ((18)F-FDG PET or PET/CT) indicates a high risk of thyroid malignancy. A meta-analysis was performed to investigate whether the maximum standardized uptake value (SUVmax) could discriminate between benign and malignant tissues in focal lesions and to explore the cutoff value of SUVmax for the diagnosis of malignancy. A total of 29 studies were involved in this meta-analysis. The results indicated that there was no statistically significant difference in the size of the two benign and malignant groups when measured by ultrasonography (95 % confidence interval (CI), -0.79 to 0.03 min; p=0.07), while a significantly higher focal SUVmax was observed in the malignant group (95 % CI, 0.34 to 1.05; p=0.0001). In conclusion, the findings of this meta-analysis suggest that a higher focal (18)F-FDG SUVmax was associated with a higher risk of thyroid malignancy, especially at a threshold of 3.3 or more.
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Affiliation(s)
- Ning Qu
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center and Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
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