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Piccardo A, Bottoni G, Treglia G, Foppiani L, Mariani F, Catrambone U, Sambucco B, Morbini P, Deandrea M, Imperiale A, Fiz F, Trimboli P. Enhanced staging of differentiated thyroid carcinoma: integrating [ 18F]FDG digital PET/CT with neck ultrasound. Eur J Nucl Med Mol Imaging 2025:10.1007/s00259-025-07169-3. [PMID: 39998675 DOI: 10.1007/s00259-025-07169-3] [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: 01/06/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025]
Abstract
PURPOSE Accurate initial staging of differentiated thyroid carcinoma (DTC) is paramount to avoid disease persistence or relapses. Neck ultrasound (US) is the gold-standard examination for lymph node staging; however, it might miss the central compartment ones. [18F]FDG PET/CT has been used to characterise unclear or suspicious thyroid nodules and can also identify nodal disease. This study tested the diagnostic efficacy of a combined approach, including digital [18F]FDG PET/CT of the cervical region and neck US in DTC staging. METHODS We retrospectively evaluated consecutive patients treated at our centre with high-risk thyroid who had had a neck US and a neck digital [18F]FDG PET/CT before surgery and at least one year of follow-up. Diagnostic parameters, including sensitivity (Se) and accuracy (Acc), were compared across US alone, [18F]FDG PET/CT alone, and the combined approach using a patient-based analysis (PBA); Se was also tested employing a lesion analysis (LBA). Clinical and SUV parameters were compared with the histology and the one-year outcome via a logistic regression model. RESULTS Eighty-two patients (61 females) were included. At the PBA, the combined approach was superior to US alone regarding Se (44% vs 19%, p < 0.05) and Acc (80% vs 72%, p < 0.05) in the central compartment nodes. At the LBA, the combined approach was superior to either method overall (43%, 37%, and 36% for combined, [18F]FDG, and US, respectively, p < 0.01) and to US in the central nodes (25% vs 14%, p < 0.01). SUVratio was an independent predictor of histologically aggressive DTC variants (p = 0.009), central compartment metastases (p = 0.04), and incomplete response at follow-up (p = 0.004). CONCLUSIONS The combined cervical [18F]FDG PET/CT / US approach improves the initial staging and harbours valuable prognostic information for DTC patients.
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Affiliation(s)
- Arnoldo Piccardo
- Department of Nuclear Medicine, Galliera Hospital, Mura Delle Cappuccine 14, 16128, Genoa, Italy.
- Thyroid Centre, Galliera Hospital, Genoa, Italy.
| | - Gianluca Bottoni
- Department of Nuclear Medicine, Galliera Hospital, Mura Delle Cappuccine 14, 16128, Genoa, Italy
- Thyroid Centre, Galliera Hospital, Genoa, Italy
| | - Giorgio Treglia
- Faculty of Biomedical Sciences, Università Della Svizzera Italiana (USI), Lugano, Switzerland
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6500, Bellinzona, Switzerland
- Department of Nuclear Medicine and Molecular Imaging, Lausanne University Hospital and University of Lausanne, 1015, Lausanne, Switzerland
| | - Luca Foppiani
- Thyroid Centre, Galliera Hospital, Genoa, Italy
- Department of Internal Medicine, Galliera Hospital, Genoa, Italy
| | - Federica Mariani
- Thyroid Centre, Galliera Hospital, Genoa, Italy
- Department of General Surgery, Galliera Hospital, Genoa, Italy
| | | | | | - Patrizia Morbini
- Thyroid Centre, Galliera Hospital, Genoa, Italy
- Department of Pathology, Galliera Hospital, Genoa, Italy
| | | | | | - Francesco Fiz
- Department of Nuclear Medicine, Galliera Hospital, Mura Delle Cappuccine 14, 16128, Genoa, Italy
- Thyroid Centre, Galliera Hospital, Genoa, Italy
| | - Pierpaolo Trimboli
- Faculty of Biomedical Sciences, Università Della Svizzera Italiana (USI), Lugano, Switzerland
- Department of Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland
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Personalized Diagnosis in Differentiated Thyroid Cancers by Molecular and Functional Imaging Biomarkers: Present and Future. Diagnostics (Basel) 2022; 12:diagnostics12040944. [PMID: 35453992 PMCID: PMC9030409 DOI: 10.3390/diagnostics12040944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/04/2022] [Accepted: 04/08/2022] [Indexed: 11/17/2022] Open
Abstract
Personalized diagnosis can save unnecessary thyroid surgeries, in cases of indeterminate thyroid nodules, when clinicians tend to aggressively treat all these patients. Personalized diagnosis benefits from a combination of imagery and molecular biomarkers, as well as artificial intelligence algorithms, which are used more and more in our timeline. Functional imaging diagnosis such as SPECT, PET, or fused images (SPECT/CT, PET/CT, PET/MRI), is exploited at maximum in thyroid nodules, with a long history in the past and a bright future with many suitable radiotracers that could properly contribute to diagnosing malignancy in thyroid nodules. In this way, patients will be spared surgery complications, and apparently more expensive diagnostic workouts will financially compensate each patient and also the healthcare system. In this review we will summarize essential available diagnostic tools for malignant and benignant thyroid nodules, beginning with functional imaging, molecular analysis, and combinations of these two and other future strategies, including AI or NIS targeted gene therapy for thyroid carcinoma diagnosis and treatment as well.
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Zou Y, Sun S, Liu Q, Liu J, Shi Y, Sun F, Gong Y, Lu X, Zhang X, Xia S. A new prediction model for lateral cervical lymph node metastasis in patients with papillary thyroid carcinoma: Based on dual-energy CT. Eur J Radiol 2021; 145:110060. [PMID: 34839216 DOI: 10.1016/j.ejrad.2021.110060] [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: 08/08/2021] [Revised: 10/26/2021] [Accepted: 11/18/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE The current study aimed to develop and validate a prediction model to estimate the independent risk factors for lateral cervical lymph node metastasis (LLNM) in papillary thyroid carcinoma (PTC) patients based on dual-energy computed tomography (DECT). METHOD This study retrospectively conducted 406 consecutive patients from July 2015 to June 2019 to form the derivation cohorts and performed internal validation. 101 consecutive patients from July 2019 to June 2020 were included to create the external validation cohort. Univariable and multivariable logistic regression analyses were used to evaluate independent risk factors for LLNM. A prediction model based on DECT parameters was built and presented on a nomogram. The internal and external validations were performed. RESULTS Iodine concentration (IC) in the arterial phase (OR 2.761, 95% CI 1.028-7.415, P 0.044), IC in venous phase (OR 3.820, 95% CI 1.430-10.209, P 0.008), located in the superior pole (OR 4.181, 95% CI 2.645-6.609, P 0.000), and extrathyroidal extension (OR 4.392, 95% CI 2.142-9.004, P 0.000) were independently associated with LLNM in the derivation cohort. These four predictors were incorporated into the nomogram. The model showed good discrimination in the derivation (AUC, 0.899), internal (AUC, 0.905), and external validation (AUC, 0.912) cohorts. The decision curve revealed that more advantages would be added using the nomogram to estimate LLNM, which implied that the lateral lymph node dissection was recommended. CONCLUSIONS DECT parameters could provide independent indicators of LLNM in PTC patients, and the nomogram based on them may be helpful in treatment decision-making.
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Affiliation(s)
- Ying Zou
- Department of Radiology, First Central Clinical College, Tianjin Medical University, No. 24 Fu Kang Road, Nan Kai District, Tianjin 300192, China; Department of Radiology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China; Department of Radiology, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China
| | - Shuangyan Sun
- Department of Radiology, First Central Clinical College, Tianjin Medical University, No. 24 Fu Kang Road, Nan Kai District, Tianjin 300192, China; Department of Radiology, JiLin Cancer Hospital, No.1066 JinHu Road, ChaoYang District, ChangChun 130000, China
| | - Qian Liu
- Department of Radiology, The Second Hospital of Tianjin Medical University, No. 23, Pingjiang Road, Hexi District, Tianjin 300211, China
| | - Jihua Liu
- Department of Radiology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China; Department of Radiology, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China
| | - Yan Shi
- Department of Ultrasonography, Binzhou Medical University Hospital, No. 661 Huanghe 2nd Road, Binzhou City, Shandong 256603, China
| | - Fang Sun
- Department of Ultrasonography, Binzhou Medical University Hospital, No. 661 Huanghe 2nd Road, Binzhou City, Shandong 256603, China
| | - Yan Gong
- Department of Radiology, Tianjin Hospital of ITCWM Nan Kai Hospital, No.6 Changjiang Road, Nan Kai District, Tianjin 300100, China
| | - Xiudi Lu
- Department of Radiology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China; Department of Radiology, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, No. 314 Anshan West Road, Nan Kai District, Tianjin 300193, China
| | - Xuening Zhang
- Department of Radiology, The Second Hospital of Tianjin Medical University, No. 23, Pingjiang Road, Hexi District, Tianjin 300211, China
| | - Shuang Xia
- Department of Radiology, Tianjin First Central Hospital, School of Medicine, Nankai University, No. 24 Fu Kang Road, Nan Kai District, Tianjin 300192, China.
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Wang H, Dai H, Li Q, Shen G, Shi L, Tian R. Investigating 18F-FDG PET/CT Parameters as Prognostic Markers for Differentiated Thyroid Cancer: A Systematic Review. Front Oncol 2021; 11:648658. [PMID: 34055616 PMCID: PMC8158293 DOI: 10.3389/fonc.2021.648658] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 02/16/2021] [Indexed: 02/05/2023] Open
Abstract
Aims: The aim of this study was to determine whether 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) parameters might be prognostic markers for patients with differentiated thyroid carcinoma (DTC). Methods: We searched for eligible articles in PubMed, EMBASE (Ovid), Cochrane Library, and ClinicalTrials.gov from inception to February 2021. We included studies addressing the association between 18F-FDG PET/CT parameters and clinical outcomes among patients with DTC. Quality assessment was performed using the Quality in Prognosis Studies (QUIPS) tool. Results: A total of 25 studies including 2,954 patients (1,994 females, 67.5%) were included; 2,416 patients (81.8%) had papillary thyroid carcinoma (PTC), and the mean or median follow-up time ranged from 19.1 months to 17.1 years. Thirteen (52.0%) studies were assessed as “unclear” for the domain of study participation. The most common timing of PET/CT scans was after thyroidectomy (in 20 of 25 studies, 80%), especially in patients with an elevated thyroglobulin (Tg) and a negative radioiodine whole-body scan (WBS). The most common PET parameter was FDG uptake. Twelve of 17 (70.6%) and 12 of 12 (100%) studies showed an association between PET/CT parameters and disease progression and survival in patients with DTC, respectively. Conclusion:18F-FDG PET/CT parameters alone or combined with other variables can serve as prognostic markers to identify DTC patients with poor outcomes, especially in the setting of an elevated Tg and a negative WBS. Future research is needed to confirm these findings and to examine the prognostic value of PET/CT parameters for DTC patients, considering the heterogeneity in PET/CT parameters, unclear information of patients, and PET/CT-adapted treatment modifications.
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Affiliation(s)
- Hongxi Wang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Hongyuan Dai
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Qianrui Li
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Guohua Shen
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Lei Shi
- Department of Nuclear Medicine, Chengdu Fifth People's Hospital, Chengdu, China
| | - Rong Tian
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
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Lee CH, Lee SW, Son SH, Hong CM, Jeong JH, Jeong SY, Ahn BC, Lee J. PROGNOSTIC VALUE OF LYMPH NODE UPTAKE ON PRETREATMENT F-18 FDG PET/CT IN PATIENTS WITH N1B PAPILLARY THYROID CARCINOMA. Endocr Pract 2019; 25:787-793. [PMID: 31013158 DOI: 10.4158/ep-2018-0607] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objective: The aim of this study was to investigate the prognostic value of metabolic characteristics of metastatic lymph node (LN) using pretreatment F-18 fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) for patients with papillary thyroid carcinoma (PTC) and metastatic lateral LN (N1b). Methods: Ninety-six PTC patients (female:male = 72:24; median age, 44.5 years) with pathologic N1b who underwent pretreatment FDG PET/CT, total thyroidectomy, and radioactive iodine ablation were retrospectively reviewed. To predict responses to initial therapy and recurrence, clinicopathologic factors and metabolic parameters were reviewed, such as sex, age, tumor size, extranodal extension, number and ratio of metastatic LNs, serum thyroglobulin, and maximum standardized uptake value (SUVmax). Results: Among the 96 PTC patients, 81 (84.4%) were classified into the acceptable response (58 excellent; 23 indeterminate) and 15 (15.6%) into the incomplete response (8 biochemical incomplete; 7 structural incomplete) by the 2015 American Thyroid Association management guideline for differentiated thyroid carcinoma. The multivariate analysis showed that SUVmax of N1b (P = .018), pre-ablation stimulated thyroglobulin level (P = .006), and the ratio of metastatic LNs (P = .018) were related to incomplete response. The cutoff value of each variable was determined by receiver operating characteristic analysis. Nine (9.4%) patients experienced recurrences (median follow-up: 50 months). The Kaplan-Meier analysis revealed that SUVmax of N1b (cutoff value: 2.3; P = .025) and ratio of metastatic LNs (cutoff value: 0.218; P = .037) were significant prognostic factors for recurrence. Conclusion: High SUVmax of N1b cervical LN on pretreatment FDG PET/CT could predict incomplete responses to initial therapy and recurrence in patients with N1b PTC. Abbreviations: ATA = American Thyroid Association; DTC = well-differentiated thyroid carcinoma; FDG = F-18 fluorodeoxyglucose; IQR = interquartile range; LN = lymph node; N1b = metastatic lateral cervical lymph node; PET/CT = positron emission tomography/computed tomography; PTC = papillary thyroid carcinoma; RAI = radioactive iodine; ROC = receiver operating characteristic; SUVmax = maximum standardized uptake value; Tg = thyroglobulin; USG = ultrasonography.
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Piccardo A, Trimboli P, Foppiani L, Treglia G, Ferrarazzo G, Massollo M, Bottoni G, Giovanella L. PET/CT in thyroid nodule and differentiated thyroid cancer patients. The evidence-based state of the art. Rev Endocr Metab Disord 2019; 20:47-64. [PMID: 30900067 DOI: 10.1007/s11154-019-09491-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A more conservative approach to the clinical management of thyroid nodules and differentiated thyroid cancer has recently been proposed by the 2015 ATA guidelines. In this context, fine-needle aspiration biopsy has been reserved for nodules with particular ultrasound features or dimensions that exclude low-risk thyroid lesions. Accordingly, a less aggressive surgical approach (i.e. lobectomy) has been recommended as the first-choice treatment in nodules with indeterminate cytology or in small cytologically confirmed malignant nodules. At the same time, radioactive remnant ablation has been considered only for DTC patients with concrete risks of disease persistence/relapse after thyroidectomy. In addition, further radioactive iodine therapies (RAI) have been proposed only for patients presenting unresectable and iodine-avid structural relapse. In this complex scenario, which requires attention to each clinical aspect of the patient, the introduction of accurate diagnostic tools is highly warranted. PET/CT is a very sensitive and specific diagnostic procedure that can better characterize the risk of thyroid nodules, identify DTC relapse early and predict the response to RAI. Thus, it seems essential to customize a more conservative approach to thyroid nodules and DTC patients. The aim of this review is to report the principal clinical context in which PET/CT has been used and to evaluate the evidence-based support for each diagnostic indication.
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Affiliation(s)
- Arnoldo Piccardo
- Department of Nuclear Medicine, Galliera Hospital, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy.
| | - Pierpaolo Trimboli
- Clinic of Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Bellinzona, Switzerland
| | - Luca Foppiani
- Department of Internal Medicine, Galliera Hospital, Genoa, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Bellinzona, Switzerland
- Health Technology Assessment Unit, General Directorate, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Department of Nuclear Medicine and Molecular Imaging, Lausanne University Hospital, Lausanne, Switzerland
| | - Giulia Ferrarazzo
- Department of Nuclear Medicine, Galliera Hospital, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Michela Massollo
- Department of Nuclear Medicine, Galliera Hospital, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Gianluca Bottoni
- Department of Nuclear Medicine, Galliera Hospital, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Luca Giovanella
- Clinic of Nuclear Medicine and Molecular Imaging, Imaging Institute of Southern Switzerland, Lugano, Bellinzona, Switzerland
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Kim SK, So Y, Chung HW, Yoo YB, Park KS, Hwang TS, Kim B, Lee WW. Analysis of predictability of F-18 fluorodeoxyglucose-PET/CT in the recurrence of papillary thyroid carcinoma. Cancer Med 2016; 5:2756-2762. [PMID: 27539659 PMCID: PMC5083728 DOI: 10.1002/cam4.867] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 07/22/2016] [Accepted: 07/25/2016] [Indexed: 11/19/2022] Open
Abstract
Whether preoperative F-18 fluorodeoxyglucose (FDG)-positron emission tomography/computed tomography (PET/CT) can predict recurrence of papillary thyroid carcinoma (PTC) remains unclear. Herein, we evaluated the potential of primary tumor FDG avidity for the prediction of tumor recurrence in PTC patients. A total of 412 PTC patients (72 males, 340 females; age: 47.2 ± 12.2 years; range: 17-84 years) who underwent FDG-PET/CT prior to total thyroidectomy (n = 350), subtotal thyroidectomy (n = 2), or lobectomy (n = 60) from 2007 to 2011 were analyzed. The predictive ability for recurrence was investigated among various clinicopathological factors, BRAFV600E mutation, and preoperative FDG avidity of the primary tumor using Kaplan-Meier (univariate) and Cox proportional hazards regression (multivariate) analyses. Of the 412 patients, 19 (4.6%) experienced recurrence, which was confirmed either by pathology (n = 17) or high serum thyroglobulin level (n = 2), during a mean follow-up period of 43.9 ± 16.6 months. Of the 412 patients, 237 (57.5%) had FDG-avid tumors (maximum standardized uptake value, 7.1 ± 7.0; range: 1.6-50.5). Kaplan-Meier analysis revealed that tumor size (P = 0.0054), FDG avidity of the tumor (P = 0.0049), extrathyroidal extension (P = 0.0212), and lymph node (LN) stage (P < 0.0001) were significant predictors for recurrence. However, only LN stage remained a significant predictor in the multivariate analysis (P < 0.0001). Patients with FDG-avid tumors had higher LN stage (P < 0.0001), larger tumor size (P < 0.0001), and more frequent extrathyroidal extension (P < 0.0001). In conclusion, FDG avidity of the primary tumor in preoperative FDG-PET/CT could not predict the recurrence of PTC. LN stage was the only identified predictor of PTC recurrence.
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Affiliation(s)
- Suk Kyeong Kim
- Department of Internal Medicine, Konkuk University School of Medicine, Seoul, Korea
| | - Young So
- Department of Nuclear Medicine, Konkuk University School of Medicine, Seoul, Korea.
- Bioimaging Translational Open Innovation Center, Konkuk University School of Medicine, Seoul, Korea.
| | - Hyun Woo Chung
- Department of Nuclear Medicine, Konkuk University School of Medicine, Seoul, Korea
| | - Young Bum Yoo
- Department of Surgery, Konkuk University School of Medicine, Seoul, Korea
| | - Kyung Sik Park
- Department of Surgery, Konkuk University School of Medicine, Seoul, Korea
| | - Tae Sook Hwang
- Department of Pathology, Konkuk University School of Medicine, Seoul, Korea
| | - Bokyung Kim
- Bioimaging Translational Open Innovation Center, Konkuk University School of Medicine, Seoul, Korea
- Department of Physiology, Konkuk University School of Medicine, Seoul, Korea
| | - Won Woo Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul, Korea
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