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Phuong NT, Son MH, Thong MH, Ha LN. Clinico-pathological factors and [ 18F]FDG PET/CT metabolic parameters for prediction of progression-free survival in radioiodine refractory differentiated thyroid carcinoma. BMC Med Imaging 2024; 24:344. [PMID: 39707210 DOI: 10.1186/s12880-024-01525-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 12/09/2024] [Indexed: 12/23/2024] Open
Abstract
OBJECTIVE Identifying prognostic markers for clinical outcomes is crucial in selecting appropriate treatment options for patients with radioiodine-refractory (RAI-R) differentiated thyroid carcinoma (DTC). The aim of this study was to investigate the prognostic value of clinico-pathological features and semiquantitative [18F]FDG PET/CT metabolic parameters in predicting progression-free survival (PFS) in DTC patients with RAI-R. PATIENTS AND METHODS This prospective cohort study included 110 consecutive RAI-R DTC patients who were referred for [18F]FDG PET/CT imaging. The lesion standard uptake values (SUV)s, including SUVmax, SUVmean, SULpeak as well astotal metabolic tumor volume (tMTV)and total lesion glycolysis (tTLG) were measured. Disease progression was assessed using the Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 and/or Positron Emission Tomography Response Criteria in Solid Tumors (PERCIST) 1.0. PFS curves were plotted using Kaplan-Meier analysis. Univariate and multivariate Cox regression analyses were performed to identify the prognostic factors for PFS. RESULTS [18F]FDG PET/CT metabolic parameters demonstrate predictive value for PFS in RAI-R DTC patients, with sensitivity ranging from 70.7% to 81% and specificity from 75% to 92.3% (p < 0.001). PFS was significantly worse in patients with SUVmax > 6.39 g/ml, SUVmean > 3.68 g/ml, SULpeak > 3.14 g/ml, tTLG > 4.23 g/ml × cm3, and tMTV > 1.24 cm3. Clinico-pathological factors including age > 55, aggressive variant and follicular histological subtype, extra-thyroidal extension of the primary tumor, stage III - IV disease at initial DTC diagnosis, distant metastases detected on [18F]FDG PET/CT, and metabolic parameters of [18F]FDG PET/CT associated with PFS in univariate analysis (p < 0.01). In multivariate analysis, extra-thyroidal extension (HR: 2.25; 95% CI: 1.22 - 4.16; p = 0.01), distant metastases on [18F]FDG PET/CT (HR: 2.98; 95%CI: 1.62 - 5.5; p < 0.001), and tMTV > 1.24 cm3 (HR: 4.17; 95% CI: 2.02 - 8.6; p < 0.001), were independent prognostic factors for PFS. CONCLUSIONS In addition to classic clinico-pathological factors, the semiquantitative [18F]FDG PET/CT metabolic parameters can be utilized for dynamic risk stratification for progression in RAI-R DTC patients. Furthermore, extra-thyroidal extension of the primary tumor, distant metastases, and tMTV > 1.24 cm3 are independent prognostic factors for PFS.
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Affiliation(s)
| | - Mai Hong Son
- Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam
| | - Mai Huy Thong
- Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam
| | - Le Ngoc Ha
- Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam.
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Bellini P, Dondi F, Zilioli V, Gatta E, Cavadini M, Cappelli C, Viganò GL, Bertagna F. The Role of Radioiodine Therapy in Differentiated Thyroid Cancer Arising from Struma Ovarii: A Systematic Review. J Clin Med 2024; 13:7729. [PMID: 39768652 PMCID: PMC11680078 DOI: 10.3390/jcm13247729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 12/09/2024] [Accepted: 12/12/2024] [Indexed: 01/11/2025] Open
Abstract
Background: Struma ovarii (SO) is an ovarian teratoma with the presence of ectopic thyroid tissue. Differentiated thyroid cancer (DTC) in SO is a rare finding. Management of DTC in SO is currently not clearly established. We performed a systematic review of the literature to assess the role of 131I radiometabolic therapy in the treatment of DTC in SO. Methods: a wide literature search in the Scopus, PubMed/MEDLINE, and Web of Science databases was made to find published articles regarding the treatment of patients with DTC and SO. The quality assessment of studies was performed by QUADAS-2 evaluation. Results: eleven studies were included in the systematic review. All of them were retrospective studies and/or case series, and two of them also included a review of the literature. Most of the studies describe cases of DTC in SO treated by total thyroidectomy (TT) and subsequent radioiodine (RAI) therapy, especially in patients with distant metastases and/or concomitant thyroid cancer. However, the majority of patients apparently did not require radiometabolic therapy. Conclusions: TT and subsequent RAI therapy is usually performed in metastatic disease, not recommended in patients with intraovarian disease without risk factors, and it appeared possible but not mandatory in patients with risk factors.
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Affiliation(s)
- Pietro Bellini
- Nuclear Medicine, ASST Spedali Civili di Brescia, 25123 Brescia, Italy; (P.B.); (V.Z.)
| | - Francesco Dondi
- Nuclear Medicine, ASST Spedali Civili di Brescia and Università Degli Studi di Brescia, 25123 Brescia, Italy;
| | - Valentina Zilioli
- Nuclear Medicine, ASST Spedali Civili di Brescia, 25123 Brescia, Italy; (P.B.); (V.Z.)
| | - Elisa Gatta
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università Degli Studi di Brescia, 25123 Brescia, Italy; (E.G.); (M.C.); (C.C.)
| | - Maria Cavadini
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università Degli Studi di Brescia, 25123 Brescia, Italy; (E.G.); (M.C.); (C.C.)
| | - Carlo Cappelli
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università Degli Studi di Brescia, 25123 Brescia, Italy; (E.G.); (M.C.); (C.C.)
| | - Gian Luca Viganò
- Clinical Engineering, ASST Spedali Civili di Brescia, 25123 Brescia, Italy;
| | - Francesco Bertagna
- Nuclear Medicine, ASST Spedali Civili di Brescia and Università Degli Studi di Brescia, 25123 Brescia, Italy;
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3
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Ha LN, Phuong NT, Son MH. The impact of qualitative [18F]FDG PET/CT in predicting clinical outcomes of post-surgical differentiated thyroid cancer patients with elevated thyroglobulin and negative radioiodine whole-body scan. BMC Surg 2024; 24:377. [PMID: 39593022 PMCID: PMC11590570 DOI: 10.1186/s12893-024-02675-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 11/14/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND [18F]FDG PET/CT has been widely used as a diagnostic tool in detection and localization of recurrent non-avid radioiodine lesions in post-operative differentiated thyroid cancer (DTC) patients with elevated serum thyroglobulin but negative radioiodine whole-body scan (TENIS) syndrome. The aim of our study was to evaluate the role of [18F]FDG PET/CT in prediction on outcomes of these DTC patients. METHODS Post-operative DTC patients with TENIS syndrome were collected in the department of nuclear medicine, Hospital 108 from 2019 to 2023. Patients underwent [18F]FDG PET/CT with standard protocol following EANM guideline for tumor imaging version 2.0. The qualitative [18F]FDG PET/CT imaging characteristics were classified into three categories: (i) negative [18F]FDG PET/CT, (ii) minimal [18F]FDG PET/CT volume of lesions, (iii) extensive [18F]FDG PET/CT volume of lesions. Progression-free survival (PFS) and overall survival (OS) were the end point of the study. The prognosis of qualitative [18F]FDG PET/CT in predicting PFS and OS was illustrated by Kaplan-Meier survival analysis. The independent factors predicting PFS and OS were determined by univariate and multivariate analysis using logistic regression. RESULTS There were 164 consecutive patients, 51.2% female and 48.8% female. The most common histopathological type was papillary accounting for 91.5%. The median time of follow-up was 33.3 months, (range 6.57 - 82.5). There was 70 (36.6%) progressions and 12 (7.35%) deaths. Negative [18F]FDG PET/CT uptake patients had median PFS with median 57.1 months which was higher than that of minimal category (46.2 months), and extensive category (37.6 months) (p < 0,001). 1-year OS and 5-year OS in extensive PET/CT category was 97.8% and 86.2% respectively which were significantly lower than that of negative and minimal categories (p = 0.053). In multivariate analysis, age at the time of diagnosis, pulmonary, bone metastases and extensive [18F]FDG PET/CT volume of lesions were the independent factor predicting PFS. Bone metastasis was only the factor could predict OS in multivariate analysis. CONCLUSIONS The minimal and negative [18F]FDG PET/CT categories had better prognosis than extensive category in PFS and OS. Extensive [18F]FDG PET/CT category was an independent factor for predicting PFS. Bone metastasis was only the independent factor that could predict both PFS and OS.
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Affiliation(s)
- Le Ngoc Ha
- Department of Nuclear Medicine, Tran Hung Dao Hospital (Hospital 108), Hanoi, Vietnam
| | - Nguyen Thi Phuong
- Department of Nuclear Medicine, Tran Hung Dao Hospital (Hospital 108), Hanoi, Vietnam
| | - Mai Hong Son
- Department of Nuclear Medicine, Tran Hung Dao Hospital (Hospital 108), Hanoi, Vietnam.
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Zajkowska K, Cegla P, Dedecjus M. Role of [ 18F]FDG PET/CT in the management of follicular cell-derived thyroid carcinoma. Cancer Imaging 2024; 24:147. [PMID: 39468677 PMCID: PMC11514821 DOI: 10.1186/s40644-024-00791-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 10/17/2024] [Indexed: 10/30/2024] Open
Abstract
Follicular cell-derived thyroid carcinomas constitute the majority of thyroid malignancies. This heterogeneous group of tumours includes well differentiated, poorly differentiated, and undifferentiated forms, which have distinct pathological features, clinical behaviour, and prognosis. Positron emission tomography with 2-[18F]fluoro-2-deoxy-D-glucose combined with computed tomography ([18F]FDG PET/CT) is an imaging modality used in routine clinical practice for oncological patients. [18F]FDG PET/CT has emerged as a valuable tool for identifying patients at high risk of poor clinical outcomes and for facilitating individualized clinical decision-making. The aim of this comprehensive review is to summarize current knowledge regarding the role of [18F]FDG PET/CT in primary diagnosis, treatment, and follow-up of follicular cell-derived thyroid carcinomas considering the degree of differentiation. Controversial issues, including significance of accidentally detected [18F]FDG uptake in the thyroid, the role of [18F]FDG PET/CT in the early assessment of response to molecular targeted therapies, and its prognostic value are discussed in detail.
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Affiliation(s)
- Klaudia Zajkowska
- Department of Endocrine Oncology and Nuclear Medicine, Maria Skłodowska-Curie National Research Institute of Oncology, Roentgena Street 5, Warsaw, 02-781, Poland.
| | - Paulina Cegla
- Department of Endocrine Oncology and Nuclear Medicine, Maria Skłodowska-Curie National Research Institute of Oncology, Roentgena Street 5, Warsaw, 02-781, Poland
| | - Marek Dedecjus
- Department of Endocrine Oncology and Nuclear Medicine, Maria Skłodowska-Curie National Research Institute of Oncology, Roentgena Street 5, Warsaw, 02-781, Poland
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Gelardi F, Lazar A, Ninatti G, Pini C, Chiti A, Luster M, Eilsberger F, Sollini M. Match Point: Nuclear Medicine Imaging for Recurrent Thyroid Cancer in TENIS Syndrome-Systematic Review and Meta-Analysis. J Clin Med 2024; 13:5362. [PMID: 39336848 PMCID: PMC11432630 DOI: 10.3390/jcm13185362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 08/26/2024] [Accepted: 08/31/2024] [Indexed: 09/30/2024] Open
Abstract
Background/Objectives: Disease recurrence and resistance to radioiodine (RAI) therapy are major challenges in the management of differentiated thyroid cancer (DTC). In particular, the TENIS (Thyroglobulin Elevated Negative Iodine Scintigraphy) syndrome, characterised by elevated thyroglobulin (Tg) serum levels in addition to a negative radioiodine whole body scan (WBS), complicates disease monitoring and treatment decisions. Conventional imaging techniques often fail to detect disease in WBS-negative patients with rising Tg levels, leading to limitations in therapeutic intervention. This systematic review and meta-analysis aims to evaluate the diagnostic accuracy of nuclear imaging modalities in detecting disease recurrence in patients with the TENIS syndrome and to provide insights to guide therapeutic approaches in this complex clinical scenario. Methods: A comprehensive search of PubMed/MEDLINE and EMBASE databases up to March 2024 was performed according to PRISMA guidelines. Eligible studies were selected, and quality assessment was performed with the QUADAS-2 tool. For each study, relevant data were extracted and synthesised. A meta-analysis of the diagnostic accuracy of [18F]FDG PET/CT was performed, and patient-based pooled sensitivity and specificity were calculated using a random-effects model. Statistical heterogeneity between studies was assessed using the I2 statistic. Results: Of the 538 studies initially identified, 22 were included in the systematic review, of which 18 were eligible for meta-analysis. The eligible studies, mainly focused on [18F]FDG PET/CT, showed variable sensitivity and specificity for the detection of RAI-refractory thyroid cancer lesions. For [18F]FDG PET/CT, pooled estimates displayed a sensitivity of 0.87 (95% CI: 0.82-0.90) and a specificity of 0.76 (95% CI: 0.61-0.86), with moderate heterogeneity between studies. Conclusions: [18F]FDG PET/CT remains central in the detection of disease recurrence in patients with the TENIS syndrome. The emergence of novel radiopharmaceuticals with specific molecular targets is a promising way to overcome the limitations of [18F]FDG in these patients and to open new theranostics perspectives. This review highlights the great potential of nuclear medicine in guiding therapeutic strategies for RAI-refractory thyroid cancer.
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Affiliation(s)
- Fabrizia Gelardi
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milano, Italy
- IRCCS San Raffaele Hospital, 20132 Milano, Italy
| | - Alexandra Lazar
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milano, Italy
| | - Gaia Ninatti
- IRCCS San Raffaele Hospital, 20132 Milano, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Cristiano Pini
- IRCCS San Raffaele Hospital, 20132 Milano, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Arturo Chiti
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milano, Italy
- IRCCS San Raffaele Hospital, 20132 Milano, Italy
| | - Markus Luster
- Nuclear Medicine Department, University of Marburg, 35037 Marburg, Germany
| | | | - Martina Sollini
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milano, Italy
- IRCCS San Raffaele Hospital, 20132 Milano, Italy
- IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
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Volpe F, Nappi C, Zampella E, Di Donna E, Maurea S, Cuocolo A, Klain M. Current Advances in Radioactive Iodine-Refractory Differentiated Thyroid Cancer. Curr Oncol 2024; 31:3870-3884. [PMID: 39057158 PMCID: PMC11276085 DOI: 10.3390/curroncol31070286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/28/2024] [Accepted: 07/01/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Differentiated thyroid cancer (DTC) patients have an outstanding overall long-term survival rate, and certain subsets of DTC patients have a very high likelihood of disease recurrence. Radioactive iodine (RAI) therapy is a cornerstone in DTC management, but cancer cells can eventually develop resistance to RAI. Radioactive iodine-refractory DTC (RAIR-DTC) is a condition defined by ATA 2015 guidelines when DTC cannot concentrate RAI ab initio or loses RAI uptake ability after the initial therapy. The RAIR condition implies that RAI cannot reveal new met-astatic foci, so RAIR-DTC metabolic imaging needs new tracers. 18F-FDG PET/CT has been widely used and has demonstrated prognostic value, but 18F-FDG DTC avidity may remain low. Fibroblast activation protein inhibitors (FA-Pi)s, prostatic-specific membrane antigen (PSMA), and somatostatin receptor (SSTR) tracers have been proposed as theragnostic agents in experimental settings and Arg-Gly-Asp (RGD) peptides in the diagnostic trial field. Multi-targeted tyrosine kinase inhibitors are relatively new drugs approved in RAIR-DTC therapy. Despite the promising targeted setting, they relate to frequent adverse-event onset. Sorafenib and trametinib have been included in re-differentiation protocols aimed at re-inducing RAI accumulation in DTC cells. Results appear promising, but not excellent. CONCLUSIONS RAIR-DTC remains a challenging nosological entity. There are still controversies on RAIR-DTC definition and post-RAI therapy evaluation, with post-therapy whole-body scan (PT-WBS) the only validated criterion of response. The recent introduction of multiple diagnostic and therapeutic agents obliges physicians to pursue a multidisciplinary approach aiming to correct drug introduction and timing choice.
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Affiliation(s)
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University of Naples “Federico II”, 80138 Naples, Italy; (F.V.); (E.Z.); (E.D.D.); (S.M.); (A.C.); (M.K.)
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7
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Bellini P, Dondi F, Gatta E, Zilioli V, Albano D, Cappelli C, Bertagna F. Prognostic role and characteristics of the indeterminate response in differentiated thyroid cancer: a systematic review. Endocrine 2024; 84:812-821. [PMID: 38265607 DOI: 10.1007/s12020-024-03688-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/06/2024] [Indexed: 01/25/2024]
Abstract
PURPOSE The management of differentiated thyroid cancer (DTC) is actually based on a dynamic risk stratification based on classes of response to the therapy. Indeterminate response (IR) includes a heterogeneous group of patients with different characteristics, particularly different Tg and AbTg levels and/or imaging findings. The aim of systematic review (SR) is to evaluate the prognosis, diagnostic findings and other characteristics of patients in the IR class. METHODS A wide literature search in the Scopus, PubMed/MEDLINE and Web of Science databases was performed to find published articles on patients with DTC and IR after treatment. The quality assessment of studies was carried out using QUADAS-2 evaluation. RESULTS Eight articles were included in the systematic review. Six studies evaluated the prognosis and the prognostic factor in patients with IR, one study evaluated the role of 2-[18F]FDG PET-CT in the management of patients with IR and biochemical incomplete response and one study the risk factors for IR. CONCLUSION Patients with DTC and IR to therapy have a probability of disease relapse < 15%. Tg value could be a predictor of disease progression. The role of 2-[18F]FDG PET-CT needs to be further investigated.
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Affiliation(s)
- P Bellini
- S.C. Medicina Nucleare, ASST Spedali Civili di Brescia, Brescia, Italy.
| | - F Dondi
- S.C. Medicina Nucleare, Università degli studi di Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - E Gatta
- S.S.D. Endocrinologia, Università degli studi di Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - V Zilioli
- S.C. Medicina Nucleare, ASST Spedali Civili di Brescia, Brescia, Italy
| | - D Albano
- S.C. Medicina Nucleare, Università degli studi di Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - C Cappelli
- S.S.D. Endocrinologia, Università degli studi di Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - F Bertagna
- S.C. Medicina Nucleare, Università degli studi di Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
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Chandekar KR, Satapathy S, Bal C. Positron Emission Tomography/Computed Tomography in Thyroid Cancer: An Updated Review. PET Clin 2024; 19:131-145. [PMID: 38212213 DOI: 10.1016/j.cpet.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
PET/computed tomography (CT) is a valuable hybrid imaging modality for the evaluation of thyroid cancer, potentially impacting management decisions. 18F-fluorodeoxyglucose (FDG) PET/CT has proven utility for recurrence evaluation in differentiated thyroid cancer (DTC) patients having thyroglobulin elevation with negative iodine scintigraphy. Aggressive histologic subtypes such as anaplastic thyroid cancer shower higher FDG uptake. 18F-FDOPA is the preferred PET tracer for medullary thyroid cancer. Fibroblast activation protein inhibitor and arginylglycylaspartic acid -based radiotracers have emerged as promising PET agents for radioiodine refractory DTC patients with the potential for theranostic application.
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9
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Dondi F, Gatta R, Treglia G, Piccardo A, Albano D, Camoni L, Gatta E, Cavadini M, Cappelli C, Bertagna F. Application of radiomics and machine learning to thyroid diseases in nuclear medicine: a systematic review. Rev Endocr Metab Disord 2024; 25:175-186. [PMID: 37434097 PMCID: PMC10808150 DOI: 10.1007/s11154-023-09822-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 07/13/2023]
Abstract
BACKGROUND In the last years growing evidences on the role of radiomics and machine learning (ML) applied to different nuclear medicine imaging modalities for the assessment of thyroid diseases are starting to emerge. The aim of this systematic review was therefore to analyze the diagnostic performances of these technologies in this setting. METHODS A wide literature search of the PubMed/MEDLINE, Scopus and Web of Science databases was made in order to find relevant published articles about the role of radiomics or ML on nuclear medicine imaging for the evaluation of different thyroid diseases. RESULTS Seventeen studies were included in the systematic review. Radiomics and ML were applied for assessment of thyroid incidentalomas at 18 F-FDG PET, evaluation of cytologically indeterminate thyroid nodules, assessment of thyroid cancer and classification of thyroid diseases using nuclear medicine techniques. CONCLUSION Despite some intrinsic limitations of radiomics and ML may have affect the results of this review, these technologies seem to have a promising role in the assessment of thyroid diseases. Validation of preliminary findings in multicentric studies is needed to translate radiomics and ML approaches in the clinical setting.
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Affiliation(s)
- Francesco Dondi
- Nuclear Medicine, ASST Spedali Civili di Brescia, P.le Spedali Civili, 1, Brescia, 25123, Italy
| | - Roberto Gatta
- Dipartimento di Scienze Cliniche e Sperimentali, Università degli Studi di Brescia, Brescia, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Department of Nuclear Medicine and Molecular Imaging, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
| | | | - Domenico Albano
- Nuclear Medicine, ASST Spedali Civili di Brescia and Università degli Studi di Brescia, Brescia, Italy
| | - Luca Camoni
- Nuclear Medicine, ASST Spedali Civili di Brescia, P.le Spedali Civili, 1, Brescia, 25123, Italy
| | - Elisa Gatta
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università degli Studi di Brescia, Brescia, Italy
| | - Maria Cavadini
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università degli Studi di Brescia, Brescia, Italy
| | - Carlo Cappelli
- Unit of Endocrinology and Metabolism, ASST Spedali Civili di Brescia and Università degli Studi di Brescia, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, ASST Spedali Civili di Brescia, P.le Spedali Civili, 1, Brescia, 25123, Italy.
- Nuclear Medicine, ASST Spedali Civili di Brescia and Università degli Studi di Brescia, Brescia, Italy.
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10
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Vogel J, Sekler J, Gückel B, Pfannenberg C, Nikolaou K, La Fougère C, Dittmann H, Reinert CP. How [ 18F]FDG-PET/CT Affects the Management of Patients with Differentiated Thyroid Carcinoma in Clinical Routines. Cancers (Basel) 2024; 16:588. [PMID: 38339339 PMCID: PMC10854596 DOI: 10.3390/cancers16030588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/18/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
PURPOSE To investigate the impact of [18F]FDG-PET/CT on the management of differentiated thyroid carcinoma (DTC) in routine clinical settings. MATERIAL AND METHODS In total, 98 patients (55 females, age 56 ± 18 years) with histologically confirmed thyroid cancer, including all types of DTC and poorly differentiated thyroid cancer (PDTC, n = 7), underwent [18F]FDG-PET/CT for staging or recurrence diagnostics performed using a state-of-the art clinical scanner (Biograph mCT, Siemens Healthineers) with a standardized examination protocol. The impact of PET/CT on clinical decision making was prospectively evaluated using standardized questionnaires completed by the referring physicians before and after PET/CT. Patient outcome was analyzed for OS drawn from patient records. RESULTS Referring physicians were unable to establish a treatment plan for 81% of patients with thyroid cancer in the absence of PET/CT. The use of PET/CT had a notable influence on patient management, leading to the development of a well-defined treatment plan for 92% of patients. Moreover, after PET/CT a change in pre-PET/CT-intended treatments occurred in 32% of cases, and further invasive diagnostic could be waived in 7% of cases. [18F]FDG-PET/CT revealed a tumor detection rate of 68% (local tumor: 19%, lymph node metastases: 40%, distant metastases: 42%). HTg levels, when stimulated via TSH, were considerably higher in patients with metastases detected on PET/CT, compared to those without metastatic findings (p = 0.02). OS was significantly worse in patients with PDTC (p = 0.002) compared to follicular thyroid cancer (FTC) and PTC or even in patients with distant metastases at first diagnosis (p = 0.03). CONCLUSIONS This prospective registry study confirms that [18F]FDG-PET/CT used in a routine clinical setting has a very important impact on the management of patients with thyroid cancer by initiating treatments and reducing the uses of additional imaging and invasive tests.
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Affiliation(s)
- Jonas Vogel
- Nuclear Medicine and Clinical Molecular Imaging, Department of Radiology, University Hospital of Tuebingen, Otfried-Mueller-Strasse 14, 72076 Tuebingen, Germany
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
| | - Julia Sekler
- Nuclear Medicine and Clinical Molecular Imaging, Department of Radiology, University Hospital of Tuebingen, Otfried-Mueller-Strasse 14, 72076 Tuebingen, Germany
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
| | - Brigitte Gückel
- Nuclear Medicine and Clinical Molecular Imaging, Department of Radiology, University Hospital of Tuebingen, Otfried-Mueller-Strasse 14, 72076 Tuebingen, Germany
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
- Cluster of Excellence iFIT (EXC 2180) “Image Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72076 Tuebingen, Germany
| | - Christina Pfannenberg
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
| | - Konstantin Nikolaou
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
- Cluster of Excellence iFIT (EXC 2180) “Image Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72076 Tuebingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tuebingen, 72074 Tuebingen, Germany
| | - Christian La Fougère
- Nuclear Medicine and Clinical Molecular Imaging, Department of Radiology, University Hospital of Tuebingen, Otfried-Mueller-Strasse 14, 72076 Tuebingen, Germany
- Cluster of Excellence iFIT (EXC 2180) “Image Guided and Functionally Instructed Tumor Therapies”, University of Tuebingen, 72076 Tuebingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tuebingen, 72074 Tuebingen, Germany
| | - Helmut Dittmann
- Nuclear Medicine and Clinical Molecular Imaging, Department of Radiology, University Hospital of Tuebingen, Otfried-Mueller-Strasse 14, 72076 Tuebingen, Germany
| | - Christian Philipp Reinert
- Diagnostic and Interventional Radiology, Department of Radiology, University Hospital of Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (C.P.R.)
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11
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Petranović Ovčariček P, Campenni A, de Keizer B, Deandreis D, Kreissl MC, Vrachimis A, Tuncel M, Giovanella L. Molecular Theranostics in Radioiodine-Refractory Differentiated Thyroid Cancer. Cancers (Basel) 2023; 15:4290. [PMID: 37686566 PMCID: PMC10486510 DOI: 10.3390/cancers15174290] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/14/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
Differentiated thyroid cancer (DTC) is the most common subtype of thyroid cancer and has an excellent overall prognosis. However, metastatic DTC in certain cases may have a poor prognosis as it becomes radioiodine-refractory. Molecular imaging is essential for disease evaluation and further management. The most commonly used tracers are [18F]FDG and isotopes of radioiodine. Several other radiopharmaceuticals may be used as well, with different diagnostic performances. This review article aims to summarize radiopharmaceuticals used in patients with radioiodine-refractory DTC (RAI-R DTC), focusing on their different molecular pathways. Additionally, it will demonstrate possible applications of the theranostics approach to this subgroup of metastatic DTC.
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Affiliation(s)
- Petra Petranović Ovčariček
- Department of Oncology and Nuclear Medicine, University Hospital Center Sestre Milosrdnice, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Alfredo Campenni
- Department of Biomedical and Dental Sciences and Morpho-Functional Imaging, University of Messina, 98100 Messina, Italy;
| | - Bart de Keizer
- Department of Nuclear Medicine and Radiology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands;
| | | | - Michael C. Kreissl
- Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine, University Hospital Magdeburg, Otto-von-Guericke University, 39120 Magdeburg, Germany;
| | - Alexis Vrachimis
- Department of Nuclear Medicine, German Oncology Center, University Hospital of the European University, Limassol 4108, Cyprus;
| | - Murat Tuncel
- Department of Nuclear Medicine, Hacettepe University, Ankara 06230, Turkey;
| | - Luca Giovanella
- Clinic for Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland;
- Clinic for Nuclear Medicine, University Hospital of Zürich, 8004 Zürich, Switzerland
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12
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Treistman N, Cavalcante LBCP, Gonzalez F, Fernandes PIW, de Andrade FA, Garcis Alves-Junior PA, Corbo R, Bulzico DA, Vaisman F. Neutrophil-to-lymphocyte ratio as an independent factor for worse prognosis in radioiodine refractory thyroid cancer patients. Endocrine 2023:10.1007/s12020-023-03340-8. [PMID: 36905576 DOI: 10.1007/s12020-023-03340-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 02/24/2023] [Indexed: 03/12/2023]
Abstract
PURPOSE This study aimed to evaluate neutrophil to lymphocyte ratio (NLR) as a laboratory biomarker in radioactive iodine-refractory (RAIR) locally advanced and/or metastatic differentiated thyroid cancer (DTC) and determine its correlation with overall survival (OS). METHODS We retrospectively included 172 patients with locally advanced and/or metastatic RAIR DTC admitted between 1993 and 2021 at INCA. Age at diagnosis, histology, presence of distant metastasis (DM), DM site, neutrophil-to- lymphocyte ratio (NLR), imaging studies such as PET/CT results, progression free survival (PFS) and overall survival (OS) data were analyzed. NLR was calculated at the time of locally advanced and/or metastatic disease diagnosis and the cutoff value was 3. Survival curves were established using the Kaplan-Meier method. The confidence interval is 95%, and a p-value of less than 0.05 was considered statistically significant RESULTS: Out of 172 patients, 106 were locally advanced, and 150 presented DM at some point during follow-up. Regarding NLR data, 35 had NLR over 3 and 137 had NLR under 3. Higher NLR at was associated with shorter OS (6 vs. 10; p = 0.05) and with highest SUV on FDG PET-CT (15.9 vs. 7.7, p = 0.013). We found no association between higher NLR and age at diagnosis, DM or final status. CONCLUSION NLR higher than 3 at the time of locally advanced and/or metastatic disease diagnosis is an independent fator for shorter OS in RAIR DTC patients. Noteworthy higher NLR was also associated with highest SUV on FDG PET-CT in this population.
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Affiliation(s)
- Natália Treistman
- Department of Medicine, Endocrinology Service, Faculdade de medicina, Hospital Universitário Clementino Fraga Filho (HUCFF), Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
| | - Lara Bessa Campelo Pinheiro Cavalcante
- Department of Medicine, Endocrinology Service, Faculdade de medicina, Hospital Universitário Clementino Fraga Filho (HUCFF), Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
| | - Fabiola Gonzalez
- Department of Medicine, Endocrinology Service, Instituto Nacional do Cancer (INCA), Rio de Janeiro, RJ, Brazil
| | | | - Fernanda Accioly de Andrade
- Department of Medicine, Endocrinology Service, Instituto Nacional do Cancer (INCA), Rio de Janeiro, RJ, Brazil
| | | | - Rossana Corbo
- Department of Medicine, Endocrinology Service, Instituto Nacional do Cancer (INCA), Rio de Janeiro, RJ, Brazil
| | - Daniel Alves Bulzico
- Department of Medicine, Endocrinology Service, Instituto Nacional do Cancer (INCA), Rio de Janeiro, RJ, Brazil
| | - Fernanda Vaisman
- Department of Medicine, Endocrinology Service, Faculdade de medicina, Hospital Universitário Clementino Fraga Filho (HUCFF), Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.
- Department of Medicine, Endocrinology Service, Instituto Nacional do Cancer (INCA), Rio de Janeiro, RJ, Brazil.
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13
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Could [18F]FDG PET/CT or PET/MRI Be Useful in Patients with Skull Base Osteomyelitis? Diagnostics (Basel) 2022; 12:diagnostics12092035. [PMID: 36140437 PMCID: PMC9497608 DOI: 10.3390/diagnostics12092035] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 08/19/2022] [Indexed: 11/24/2022] Open
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14
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Positron Emission Tomography Radiopharmaceuticals in Differentiated Thyroid Cancer. Molecules 2022; 27:molecules27154936. [PMID: 35956886 PMCID: PMC9370596 DOI: 10.3390/molecules27154936] [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: 06/29/2022] [Revised: 08/01/2022] [Accepted: 08/01/2022] [Indexed: 11/29/2022] Open
Abstract
Differentiated thyroid cancer (DTC), arising from thyroid follicular epithelial cells, is the most common type of thyroid cancer. Despite the well-known utilization of radioiodine treatment in DTC, i.e., iodine-131, radioiodine imaging in DTC is typically performed with iodine-123 and iodine-131, with the current hybrid scanner performing single photon emission tomography/computed tomography (SPECT/CT). Positron emission tomography/computed tomography (PET/CT) provides superior visualization and quantification of functions at the molecular level; thus, lesion assessment can be improved compared to that of SPECT/CT. Various types of cancer, including radioiodine-refractory DTC, can be detected by 2-[18F]fluoro-2-deoxy-D-glucose ([18F]FDG), the most well-known and widely used PET radiopharmaceutical. Several other PET radiopharmaceuticals have been developed, although some are limited in availability despite their potential clinical utilizations. This article aims to summarize PET radiopharmaceuticals in DTC, focusing on molecular pathways and applications.
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