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Miceli A, Liberini V, Pepe G, Dondi F, Vento A, Jonghi Lavarini L, Celesti G, Gazzilli M, Serani F, Guglielmo P, Buschiazzo A, Filice R, Alongi P, Laudicella R, Santo G. Prostate-Specific Membrane Antigen Positron Emission Tomography Oncological Applications beyond Prostate Cancer in Comparison to Other Radiopharmaceuticals. Diagnostics (Basel) 2024; 14:1002. [PMID: 38786300 PMCID: PMC11119694 DOI: 10.3390/diagnostics14101002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 04/29/2024] [Accepted: 05/09/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Prostate-specific membrane antigen (PSMA) is a type II transmembrane glycoprotein overexpressed on the surface of tumor cells in most of the patients affected by prostate adenocarcinoma (PCa). However, PSMA expression has also been demonstrated in the endothelial cells of newly formed vessels of various solid tumors, suggesting a role for PSMA in neoangiogenesis. In this scenario, gallium-68 (68Ga) or fluoro-18 (18F)-labeled PSMA positron emission tomography (PET) may play a role in tumors other than PCa, generally evaluated employing other radiopharmaceuticals targeting different pathways. This review aims to investigate the detection rate of PSMA-PET compared to other radiopharmaceuticals (especially [18F]FDG) in non-prostate tumors to identify patients who may benefit from the use of such a theragnostic agent. METHODS We performed a bibliographic search on three different databases until February 2024 using the following terms: "positron emission tomography", "PET", "PET/CT", "Prostate-specific membrane antigen", "PSMA", "non-prostate", "not prostate cancer", "solid tumor", "FDG", "Fluorodeoxyglucose", "FAPi", "FET", "MET", "DOPA", "choline", "FCH", "FES", "DOTATOC", "DOTANOC", and "DOTATATE". Only original articles edited in English with at least 10 patients were included. RESULTS Out of a total of 120 articles, only 25 original articles comparing PSMA with other radiotracers were included in this study. The main evidence was demonstrated in renal cell carcinoma, where PSMA showed a higher detection rate compared to [18F]FDG PET/CT, with implications for patient management. PSMA PET may also improve the assessment of other entities, such as gliomas, in defining regions of early neoangiogenesis. Further data are needed to evaluate the potential role of PSMA-PET in triple-negative breast cancer as a novel therapeutic vascular target. Finally, unclear applications of PSMA-PET include thyroid and gastrointestinal tumors. CONCLUSIONS The present review shows the potential use of PSMA-labeled PET/CT in solid tumors beyond PCa, underlining its value over other radiopharmaceuticals (mainly [18F]FDG). Prospective clinical trials with larger sample sizes are crucial to further investigate these possible clinical applications.
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Affiliation(s)
- Alberto Miceli
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy;
| | - Virginia Liberini
- Nuclear Medicine Unit, ASO S.Croce e Carle Cuneo, 12100 Cuneo, Italy; (V.L.); (A.B.)
| | - Giovanna Pepe
- Nuclear Medicine Unit, Fondazione IRCCS Policlinico San Matteo—Pavia V.le Camillo Golgi, 27100 Pavia, Italy;
| | - Francesco Dondi
- Nuclear Medicine Unit, ASST Spedali Civili di Brescia, 25123 Brescia, Italy;
| | - Antonio Vento
- Nuclear Medicine Unit, ASP 1—P.O. San Giovanni di Dio, 92100 Agrigento, Italy;
| | | | - Greta Celesti
- Nuclear Medicine Unit, Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, University of Messina, 98122 Messina, Italy; (G.C.); (R.L.)
| | - Maria Gazzilli
- Nuclear Medicine Unit, ASL Bari—Di Venere Bari, 70131 Bari, Italy;
| | - Francesca Serani
- Nuclear Medicine Unit, Presidio Ospedaliero Santo Spirito, 65124 Pescara, Italy;
| | - Priscilla Guglielmo
- Nuclear Medicine Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy;
| | - Ambra Buschiazzo
- Nuclear Medicine Unit, ASO S.Croce e Carle Cuneo, 12100 Cuneo, Italy; (V.L.); (A.B.)
| | - Rossella Filice
- Nuclear Medicine Unit, University Hospital “Paolo Giaccone”, Via del Vespro 129, 90127 Palermo, Italy;
| | - Pierpaolo Alongi
- Nuclear Medicine Unit, A.R.N.A.S. Ospedali Civico, Di Cristina e Benfratelli, 90127 Palermo, Italy;
| | - Riccardo Laudicella
- Nuclear Medicine Unit, Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, University of Messina, 98122 Messina, Italy; (G.C.); (R.L.)
| | - Giulia Santo
- Nuclear Medicine Unit, Department of Experimental and Clinical Medicine, “Magna Graecia” University of Catanzaro, 88100 Catanzaro, Italy
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Rizzo A, Piccardo A, Treglia G. Imaging through PSMA-targeted PET in patients diagnosed with radioiodine-refractory thyroid cancer, a flash in the pan or a game changer? Endocrine 2024:10.1007/s12020-024-03748-w. [PMID: 38416379 DOI: 10.1007/s12020-024-03748-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 02/13/2024] [Indexed: 02/29/2024]
Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO - IRCCS, 10060, Turin, Italy.
| | - Arnoldo Piccardo
- Nuclear Medicine Department, E.O. "Ospedali Galliera", 16128, Genoa, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501, Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011, Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900, Lugano, Switzerland
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Ramirez-Fort MK, Gilman CK, Alexander JS, Meier-Schiesser B, Gower A, Olyaie M, Vaidya N, Vahidi K, Li Y, Lange CS, Fort M, Deurdulian C. Gender and disease-inclusive nomenclature consolidation of theragnostic target, prostate-specific membrane antigen (PSMA) to folate hydrolase-1 (FOLH1). Front Med (Lausanne) 2024; 10:1304718. [PMID: 38444631 PMCID: PMC10913592 DOI: 10.3389/fmed.2023.1304718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/31/2023] [Indexed: 03/07/2024] Open
Affiliation(s)
- Marigdalia K. Ramirez-Fort
- BioFort, Guaynabo, Puerto Rico
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
- University of California at Los Angeles (UCLA) Health System, Los Angeles, CA, United States
| | - Casey K. Gilman
- BioFort, Guaynabo, Puerto Rico
- San Juan Bautista School of Medicine, Caguas, Puerto Rico
| | - Jacob S. Alexander
- BioFort, Guaynabo, Puerto Rico
- San Juan Bautista School of Medicine, Caguas, Puerto Rico
| | | | - Arjan Gower
- University of California at Los Angeles (UCLA) Health System, Los Angeles, CA, United States
| | - Mojtaba Olyaie
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
- University of California at Los Angeles (UCLA) Health System, Los Angeles, CA, United States
| | - Neel Vaidya
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
| | - Kiarash Vahidi
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
| | - Yuxin Li
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
- University of California at Los Angeles (UCLA) Health System, Los Angeles, CA, United States
| | - Christopher S. Lange
- BioFort, Guaynabo, Puerto Rico
- Department of Radiology, SUNY Downstate Health Sciences University, Brooklyn, NY, United States
| | | | - Corinne Deurdulian
- Veterans Affairs (VA) Greater Los Angeles Healthcare System, Veterans Health Administration, United States Department of Veterans Affairs, Los Angeles, CA, United States
- University of California at Los Angeles (UCLA) Health System, Los Angeles, CA, United States
- University of Southern California, Los Angeles, CA, United States
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Urso L, Bauckneht M, Albano D, Chondrogiannis S, Grassetto G, Lanfranchi F, Dondi F, Fornarini G, Lazzeri M, Evangelista L. The evolution of PET imaging in renal, bladder, upper urinary tract urothelial, testicular and penile carcinoma - Today's impact, tomorrow's potential. Expert Rev Med Devices 2024; 21:55-72. [PMID: 38072680 DOI: 10.1080/17434440.2023.2293919] [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: 08/26/2023] [Accepted: 12/07/2023] [Indexed: 02/05/2024]
Abstract
INTRODUCTION The advancement of hybrid PET/CT or PET/MRI imaging for non-prostate genitourinary cancers has not experienced the rapid progress of prostate cancer. Nevertheless, these neoplasms are aggressive and reliable imaging plays a pivotal role in enhancing patients' quality of life and prognosis. AREAS COVERED the main evidence regarding [18F]FDG and non-[18F]FDG PET/CT or PET/MRI in non-prostate uro-oncological malignancies are summarized and discussed. Moreover, potential future directions concerning PET imaging in these neoplasms are debated, with the aim to stimulate future research projects covering these fields. EXPERT OPINION In Renal Cell Carcinoma (RCC), [18F]FDG PET/CT demonstrates varying efficacy in staging, restaging, and prognostic stratification, but PSMA PET/CT is emerging as a potential game-changer, particularly in advanced, high-grade aggressive clear cell RCC. [18F]FDG PET/CT may see an increased use in N and M-staging of bladder cancer, as well as for detecting recurrence and response to neoadjuvant chemotherapy. Preliminary data regarding [68Ga]-FAPI also looks promising in this context. [18F]FDG PET/MRI could be useful for the T-staging of bladder cancer, while upper tract urothelial carcinoma still lacks of molecular imaging literature reports. In testicular and penile cancer [18F]FDG PET/CT has demonstrated its usefulness in several clinical settings, although experiences with non-[18F]FDG radiotracers are lacking.
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Affiliation(s)
- Luca Urso
- Department of Nuclear Medicine - PET/CT Center, S. Maria Della Misericordia Hospital, Rovigo, Italy
| | - Matteo Bauckneht
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico, San Martino, Genova, Italy
- Department of Health Sciences (DISSAL), University of Genoa, Genova, Italy
| | - Domenico Albano
- Nuclear Medicine Department, ASST Spedali Civili of Brescia, University of Brescia, Brescia, Italy
| | - Sotirios Chondrogiannis
- Department of Nuclear Medicine - PET/CT Center, S. Maria Della Misericordia Hospital, Rovigo, Italy
| | - Gaia Grassetto
- Department of Nuclear Medicine - PET/CT Center, S. Maria Della Misericordia Hospital, Rovigo, Italy
| | - Francesco Lanfranchi
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico, San Martino, Genova, Italy
- Department of Health Sciences (DISSAL), University of Genoa, Genova, Italy
| | - Francesco Dondi
- Nuclear Medicine Department, ASST Spedali Civili of Brescia, University of Brescia, Brescia, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico, San Martino, Genova, Italy
| | - Massimo Lazzeri
- Department of Urology, IRCCS Humanitas Clinical and Research Hospital, Rozzano, Italy
| | - Laura Evangelista
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Nuclear Medicine Unit, IRCCS Humanitas Research Hospital, Rozzano, Italy
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Kunikowska J, Korzeniowski K, Pełka K, Lamparski K, Patkowski W. [ 68 Ga]Ga-PSMA-11 in diagnosis and follow-up after transarterial chemoembolization in hepatocellular carcinoma. Eur J Nucl Med Mol Imaging 2023; 51:314-315. [PMID: 37542658 PMCID: PMC10684657 DOI: 10.1007/s00259-023-06372-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 07/28/2023] [Indexed: 08/07/2023]
Affiliation(s)
- Jolanta Kunikowska
- Department of Nuclear Medicine, Medical University of Warsaw, Warsaw, Poland
| | | | - Kacper Pełka
- Department of Nuclear Medicine, Medical University of Warsaw, Warsaw, Poland.
- Department of Methodology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland.
| | - Krzysztof Lamparski
- 2Nd Department of Clinical Radiology, Medical University of Warsaw, Warsaw, Poland
| | - Waldemar Patkowski
- Department of General, Transplant, and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
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Rizzo A, Miceli A, Racca M, Bauckneht M, Morbelli S, Albano D, Dondi F, Bertagna F, Galizia D, Muoio B, Annunziata S, Treglia G. Diagnostic Accuracy of [ 68Ga]Ga Labeled Fibroblast-Activation Protein Inhibitors in Detecting Head and Neck Cancer Lesions Using Positron Emission Tomography: A Systematic Review and a Meta-Analysis. Pharmaceuticals (Basel) 2023; 16:1664. [PMID: 38139791 PMCID: PMC10748043 DOI: 10.3390/ph16121664] [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: 11/06/2023] [Revised: 11/26/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
Several studies have examined the use of positron emission tomography (PET) using [68Ga]Ga-radiolabeled fibroblast-activation protein inhibitors (FAPi) across multiple subtypes of head and neck cancer (HNC). The purpose of the present study was to evaluate the diagnostic accuracy of a newly developed molecular imaging approach in the context of HNC through a comprehensive review and meta-analysis. A thorough literature review was conducted to identify scholarly articles about the diagnostic effectiveness of FAP-targeted PET imaging. The present study incorporates original publications assessing the efficacy of this innovative molecular imaging test in both newly diagnosed and previously treated HNC patients. This systematic review examined eleven investigations, of which nine were deemed suitable for inclusion in the subsequent meta-analysis. The quantitative synthesis yielded a pooled detection rate of 99% for primary HNC lesions. Additionally, on a per patient-based analysis, the pooled sensitivity and specificity for regional lymph node metastases were found to be 90% and 84%, respectively. The analysis revealed a statistical heterogeneity among the studies for the detection rate of primary HNC lesions. The quantitative findings presented in this study indicate a favorable diagnostic performance of FAP-targeted PET imaging in detecting primary HNC tumors. In contrast, discordant results concerning the diagnostic accuracy of lymph node metastases were found. However, further multicentric trials are required to validate the efficacy of FAP-targeted PET in this specific group of patients.
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Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO–IRCCS, 10060 Turin, Italy; (A.R.); (M.R.)
| | - Alberto Miceli
- Nuclear Medicine Unit, Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy;
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO–IRCCS, 10060 Turin, Italy; (A.R.); (M.R.)
| | - Matteo Bauckneht
- Division of Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16131 Genova, Italy; (M.B.); (S.M.)
- Department of Health Sciences (DISSAL), University of Genova, 16131 Genova, Italy
| | - Silvia Morbelli
- Division of Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16131 Genova, Italy; (M.B.); (S.M.)
- Department of Health Sciences (DISSAL), University of Genova, 16131 Genova, Italy
| | - Domenico Albano
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy; (D.A.); (F.D.); (F.B.)
| | - Francesco Dondi
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy; (D.A.); (F.D.); (F.B.)
| | - Francesco Bertagna
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy; (D.A.); (F.D.); (F.B.)
| | - Danilo Galizia
- SC Oncologia Area Nord ASL CN1, 12038 Savigliano, Italy;
| | - Barbara Muoio
- Division of Medical Oncology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland;
| | - Salvatore Annunziata
- Unità di Medicina Nucleare, GSTeP Radiopharmacy–TracerGLab, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Rome, Italy;
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
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Urso L, Filippi L, Castello A, Marzola MC, Bartolomei M, Cittanti C, Florimonte L, Castellani M, Zucali P, Bruni A, Sabbatini R, Dominici M, Panareo S, Evangelista L. PSMA PET/CT in Castration-Resistant Prostate Cancer: Myth or Reality? J Clin Med 2023; 12:7130. [PMID: 38002742 PMCID: PMC10672135 DOI: 10.3390/jcm12227130] [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: 09/25/2023] [Revised: 10/25/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND prostate-specific membrane antigen (PSMA) ligand PET has been recently incorporated into international guidelines for several different indications in prostate cancer (PCa) patients. However, there are still some open questions regarding the role of PSMA ligand PET in castration-resistant prostate cancer (CRPC). The aim of this work is to assess the clinical value of PSMA ligand PET/CT in patients with CRPC. RESULTS PSMA ligand PET has demonstrated higher detection rates in comparison to conventional imaging and allows for a significant reduction in the number of M0 CRPC patients. However, its real impact on patients' prognosis is still an open question. Moreover, in CRPC patients, PSMA ligand PET presents some sensitivity and specificity limitations. Due to its heterogeneity, CRPC may present a mosaic of neoplastic clones, some of which could be PSMA-/FDG+, or vice versa. Likewise, unspecific bone uptake (UBU) and second primary neoplasms (SNPs) overexpressing PSMA in the neoangiogenic vessels represent potential specificity issues. Integrated multi-tracer imaging (PSMA ligand and [18F]FDG PET) together with a multidisciplinary discussion could allow for reaching the most accurate evaluation of each patient from a precision medicine point of view.
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Affiliation(s)
- Luca Urso
- Department of Nuclear Medicine—PET/CT Center, S. Maria della Misericordia Hospital, 45100 Rovigo, Italy; (L.U.); (M.C.M.)
| | - Luca Filippi
- Nuclear Medicine Unit, Department of Oncohaematology, Fondazione PTV, Policlinico Tor Vergata University Hospital, Viale Oxford 81, 00133 Rome, Italy;
| | - Angelo Castello
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (L.F.); (M.C.)
| | - Maria Cristina Marzola
- Department of Nuclear Medicine—PET/CT Center, S. Maria della Misericordia Hospital, 45100 Rovigo, Italy; (L.U.); (M.C.M.)
| | - Mirco Bartolomei
- Nuclear Medicine Unit, Onco-Hematological Department, University Hospital of Ferrara, 44124 Ferrara, Italy; (M.B.); (C.C.)
| | - Corrado Cittanti
- Nuclear Medicine Unit, Onco-Hematological Department, University Hospital of Ferrara, 44124 Ferrara, Italy; (M.B.); (C.C.)
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy
| | - Luigia Florimonte
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (L.F.); (M.C.)
| | - Massimo Castellani
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (L.F.); (M.C.)
| | - Paolo Zucali
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Milan, Italy; (P.Z.); (L.E.)
- Department of Oncology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy
| | - Alessio Bruni
- Radiotherapy Unit, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy;
| | - Roberto Sabbatini
- Oncology Unit, Department of Oncology and Hematology, University Hospital of Modena, Via del Pozzo 71, 41124 Modena, Italy; (R.S.); (M.D.)
| | - Massimo Dominici
- Oncology Unit, Department of Oncology and Hematology, University Hospital of Modena, Via del Pozzo 71, 41124 Modena, Italy; (R.S.); (M.D.)
| | - Stefano Panareo
- Nuclear Medicine Unit, Department of Oncology and Hematology, University Hospital of Modena, Via del Pozzo 71, 41124 Modena, Italy;
| | - Laura Evangelista
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Milan, Italy; (P.Z.); (L.E.)
- Nuclear Medicine Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy
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Greten TF, Villanueva A, Korangy F, Ruf B, Yarchoan M, Ma L, Ruppin E, Wang XW. Biomarkers for immunotherapy of hepatocellular carcinoma. Nat Rev Clin Oncol 2023; 20:780-798. [PMID: 37726418 DOI: 10.1038/s41571-023-00816-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/29/2023] [Indexed: 09/21/2023]
Abstract
Immune-checkpoint inhibitors (ICIs) are now widely used for the treatment of patients with advanced-stage hepatocellular carcinoma (HCC). Two different ICI-containing regimens, atezolizumab plus bevacizumab and tremelimumab plus durvalumab, are now approved standard-of-care first-line therapies in this setting. However, and despite substantial improvements in survival outcomes relative to sorafenib, most patients with advanced-stage HCC do not derive durable benefit from these regimens. Advances in genome sequencing including the use of single-cell RNA sequencing (both of tumour material and blood samples), as well as immune cell identification strategies and other techniques such as radiomics and analysis of the microbiota, have created considerable potential for the identification of novel predictive biomarkers enabling the accurate selection of patients who are most likely to derive benefit from ICIs. In this Review, we summarize data on the immunology of HCC and the outcomes in patients receiving ICIs for the treatment of this disease. We then provide an overview of current biomarker use and developments in the past 5 years, including gene signatures, circulating tumour cells, high-dimensional flow cytometry, single-cell RNA sequencing as well as approaches involving the microbiome, radiomics and clinical markers. Novel concepts for further biomarker development in HCC are then discussed including biomarker-driven trials, spatial transcriptomics and integrated 'big data' analysis approaches. These concepts all have the potential to better identify patients who are most likely to benefit from ICIs and to promote the development of new treatment approaches.
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Affiliation(s)
- Tim F Greten
- Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
| | - Augusto Villanueva
- Divisions of Liver Disease and Hematology/Medical Oncology, Tisch Cancer Institute, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Firouzeh Korangy
- Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Benjamin Ruf
- Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Mark Yarchoan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lichun Ma
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Eytan Ruppin
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Xin W Wang
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
- Liver Carcinogenesis Section, Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
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Wang Z, Cong Y, Jiang Y, Shi L. A case of well-differentiated hepatocellular carcinoma detected with 18F-PSMA-1007 positron emission tomography-computed tomography. Quant Imaging Med Surg 2023; 13:7374-7378. [PMID: 37869286 PMCID: PMC10585494 DOI: 10.21037/qims-23-368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 08/15/2023] [Indexed: 10/24/2023]
Affiliation(s)
- Zhijun Wang
- Department of Nuclear Medicine, Weihai Central Hospital, Qingdao University, Weihai, China
| | - Yingzhen Cong
- Department of Health Service, Weihai Central Hospital, Qingdao University, Weihai, China
| | - Yingdan Jiang
- Department of Nuclear Medicine, Weihai Central Hospital, Qingdao University, Weihai, China
| | - Lu Shi
- Department of Nuclear Medicine, Weihai Central Hospital, Qingdao University, Weihai, China
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Muoio B, Espeli V, Treglia G. Neuro-Oncology and Positron Emission Tomography: "Just Can't Get Enough". Cancers (Basel) 2023; 15:4739. [PMID: 37835432 PMCID: PMC10571959 DOI: 10.3390/cancers15194739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 09/23/2023] [Indexed: 10/15/2023] Open
Abstract
Imaging has a pivotal role in neuro-oncology for the management of primary and secondary brain tumors [...].
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Affiliation(s)
- Barbara Muoio
- Division of Medical Oncology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland; (B.M.); (V.E.)
| | - Vittoria Espeli
- Division of Medical Oncology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland; (B.M.); (V.E.)
| | - Giorgio Treglia
- Division of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
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Zoi V, Giannakopoulou M, Alexiou GA, Bouziotis P, Thalasselis S, Tzakos AG, Fotopoulos A, Papadopoulos AN, Kyritsis AP, Sioka C. Nuclear Medicine and Cancer Theragnostics: Basic Concepts. Diagnostics (Basel) 2023; 13:3064. [PMID: 37835806 PMCID: PMC10572920 DOI: 10.3390/diagnostics13193064] [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: 09/09/2023] [Revised: 09/23/2023] [Accepted: 09/25/2023] [Indexed: 10/15/2023] Open
Abstract
Cancer theragnostics is a novel approach that combines diagnostic imaging and radionuclide therapy. It is based on the use of a pair of radiopharmaceuticals, one optimized for positron emission tomography imaging through linkage to a proper radionuclide, and the other bearing an alpha- or beta-emitter isotope that can induce significant damage to cancer cells. In recent years, the use of theragnostics in nuclear medicine clinical practice has increased considerably, and thus investigation has focused on the identification of novel radionuclides that can bind to molecular targets that are typically dysregulated in different cancers. The major advantages of the theragnostic approach include the elimination of multi-step procedures, reduced adverse effects to normal tissues, early diagnosis, better predictive responses, and personalized patient care. This review aims to discuss emerging theragnostic molecules that have been investigated in a series of human malignancies, including gliomas, thyroid cancer, neuroendocrine tumors, cholangiocarcinoma, and prostate cancer, as well as potent and recently introduced molecular targets, like cell-surface receptors, kinases, and cell adhesion proteins. Furthermore, special reference has been made to copper radionuclides as theragnostic agents and their radiopharmaceutical applications since they present promising alternatives to the well-studied gallium-68 and lutetium-177.
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Affiliation(s)
- Vasiliki Zoi
- Neurosurgical Institute, University of Ioannina, 45110 Ioannina, Greece
| | | | - George A. Alexiou
- Neurosurgical Institute, University of Ioannina, 45110 Ioannina, Greece
- Department of Neurosurgery, University of Ioannina, 45110 Ioannina, Greece
| | - Penelope Bouziotis
- Institute of Nuclear and Radiological Sciences and Technology, Energy and Safety, National Center for Scientific Research “Demokritos”, 15341 Athens, Greece;
| | | | - Andreas G. Tzakos
- Department of Chemistry, Section of Organic Chemistry and Biochemistry, University of Ioannina, 45110 Ioannina, Greece
| | | | | | | | - Chrissa Sioka
- Neurosurgical Institute, University of Ioannina, 45110 Ioannina, Greece
- Department of Nuclear Medicine, University of Ioannina, 45110 Ioannina, Greece
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Giraudet AL, Vinceneux A, Pretet V, Paquet E, Lajusticia AS, Khayi F, Badel JN, Boyle H, Flechon A, Kryza D. Rationale for Prostate-Specific-Membrane-Antigen-Targeted Radionuclide Theranostic Applied to Metastatic Clear Cell Renal Carcinoma. Pharmaceuticals (Basel) 2023; 16:995. [PMID: 37513907 PMCID: PMC10383345 DOI: 10.3390/ph16070995] [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: 05/26/2023] [Revised: 07/04/2023] [Accepted: 07/06/2023] [Indexed: 07/30/2023] Open
Abstract
Prostate-specific membrane antigen (PSMA), whose high expression has been demonstrated in metastatic aggressive prostate adenocarcinoma, is also highly expressed in the neovessels of various solid tumors, including clear cell renal cell carcinoma (ccRCC). In the VISION phase III clinical trial, PSMA-targeted radioligand therapy (PRLT) with lutetium 177 demonstrated a 4-month overall survival OS benefit compared to the best standard of care in heavily pretreated metastatic prostate cancer. Despite the improvement in the management of metastatic clear cell renal cell carcinoma (mccRCC) with antiangiogenic tyrosine kinase inhibitor (TKI) and immunotherapy, there is still a need for new treatments for patients who progress despite these drugs. In this study, we discuss the rationale of PRLT applied to the treavtment of mccRCC.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - David Kryza
- Lumen Nuclear Medicine Department, Hospices Civils de Lyon, 69437 Lyon, France
- UNIV Lyon-Université Claude Bernard Lyon 1, LAGEPP UMR 5007 CNRS Villeurbanne, 69100 Villeurbanne, France
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13
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Dall'Armellina S, Cauda S, Duca S, Gasparro M, Racca M. Can PSMA-Targeting PET/CT Be a Valuable Instrument to Assess the Presence of Brain Metastases in Lung Cancer Patients?: A Case Report. Clin Nucl Med 2023; 48:e304-e306. [PMID: 37083740 DOI: 10.1097/rlu.0000000000004675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
ABSTRACT A 78-year-old man with synchronous diagnosis of prostate cancer and lung adenocarcinoma was referred to our institute for prostate cancer staging with [ 18 F]F-prostate-specific membrane antigen (PSMA) 1007 PET/CT. In addition to the previously known lesion of the right lung, PSMA-targeted PET/CT highlighted 2 areas of abnormal uptake in the brain, in the left frontal and temporal lobes. A subsequent MRI confirmed the lesions observed on PET/CT. Because PSMA-targeting radiopharmaceuticals do not accumulate in healthy brain parenchyma, and recent literature reported promising performances of PSMA-targeted PET/CT in gliomas and metastases from tumors other than prostate cancer, this employment of PSMA radioligands needs to be further explored.
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Affiliation(s)
- Sara Dall'Armellina
- From the Nuclear Medicine Unit, Department of Medical Sciences, AOU Città della Salute e della Scienza, University of Turin
| | - Simona Cauda
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS
| | | | - Martina Gasparro
- Oncology Medicine Unit, Department of Medical Sciences, AOU San Luigi Gonzaga, University of Turin, Orbassano, Italy
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS
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14
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PET Criteria by Cancer Type from Imaging Interpretation to Treatment Response Assessment: Beyond FDG PET Score. Life (Basel) 2023; 13:life13030611. [PMID: 36983767 PMCID: PMC10057339 DOI: 10.3390/life13030611] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 01/30/2023] [Accepted: 02/17/2023] [Indexed: 02/25/2023] Open
Abstract
Background: in recent years, the role of positron emission tomography (PET) and PET/computed tomography (PET/CT) has emerged as a reliable diagnostic tool in a wide variety of pathological conditions. This review aims to collect and review PET criteria developed for interpretation and treatment response assessment in cases of non-[18F]fluorodeoxyglucose ([18F]FDG) imaging in oncology. Methods: A wide literature search of the PubMed/MEDLINE, Scopus and Google Scholar databases was made to find relevant published articles about non-[18F]FDG PET response criteria. Results: The comprehensive computer literature search revealed 183 articles. On reviewing the titles and abstracts, 149 articles were excluded because the reported data were not within the field of interest. Finally, 34 articles were selected and retrieved in full-text versions. Conclusions: available criteria are a promising tool for the interpretation of non-FDG PET scans, but also to assess the response to therapy and therefore to predict the prognosis. However, oriented clinical trials are needed to clearly evaluate their impact on patient management.
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15
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Rizzo A, Racca M, Dall’Armellina S, Delgado Bolton RC, Albano D, Dondi F, Bertagna F, Annunziata S, Treglia G. Potential Role of PSMA-Targeted PET in Thyroid Malignant Disease: A Systematic Review. Diagnostics (Basel) 2023; 13:diagnostics13030564. [PMID: 36766670 PMCID: PMC9914698 DOI: 10.3390/diagnostics13030564] [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: 01/19/2023] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Recently, several studies introduced the potential use of positron emission tomography/computed tomography (PET/CT) with prostate-specific membrane antigen (PSMA)-targeting radiopharmaceuticals in radioiodine-refractory thyroid cancer (TC). METHODS The authors accomplished a comprehensive literature search of original articles concerning the performance of PSMA-targeted PET/CT in TC patients. Original papers exploring this molecular imaging examination in radioiodine-refractory TC patients undergoing restaging of their disease were included. RESULTS A total of 6 documents concerning the diagnostic performance of PSMA-targeted PET/CT in TC (49 patients) were included in this systematic review. The included articles reported heterogeneous values of PSMA-targeted PET/CT detection rates in TC, ranging from 25% to 100% and overall inferior to [18F]-fluorodeoxyglucose PET/CT when the two molecular imaging examinations were compared. Two studies reported the administration of [177Lu]PSMA-radioligands with theragnostic purpose in three patients. CONCLUSIONS The available literature data in this setting are limited and heterogeneous. The employment of PET with PSMA-targeting radiopharmaceuticals in this setting did not affect patient management. Nevertheless, prospective multicentric studies are needed to properly assess its potential role in TC patients.
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Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
- Correspondence:
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | - Sara Dall’Armellina
- Nuclear Medicine Unit, Department of Medical Sciences, AOU Città della Salute e della Scienza, University of Turin, 10126 Turin, Italy
| | - Roberto C. Delgado Bolton
- Department of Diagnostic Imaging (Radiology) and Nuclear Medicine, University Hospital San Pedro and Centre for Biomedical Research of La Rioja, 26006 Logroño, Spain
| | - Domenico Albano
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Dondi
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Bertagna
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Salvatore Annunziata
- Unità di Medicina Nucleare, TracerGLab, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Rome, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
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Rizzo A, Racca M, Dall’Armellina S, Rescigno P, Banna GL, Albano D, Dondi F, Bertagna F, Annunziata S, Treglia G. The Emerging Role of PET/CT with PSMA-Targeting Radiopharmaceuticals in Clear Cell Renal Cancer: An Updated Systematic Review. Cancers (Basel) 2023; 15:355. [PMID: 36672305 PMCID: PMC9857064 DOI: 10.3390/cancers15020355] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 12/30/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Recent articles proposed the employment of positron emission tomography/computed tomography (PET/CT) with prostate-specific membrane antigen (PSMA)-targeting radiopharmaceuticals in clear cell renal cell carcinoma (ccRCC). METHODS The authors performed a comprehensive literature search of studies on the performance of PET/CT with PSMA-targeting radiopharmaceuticals in ccRCC. Original articles concerning this imaging examination were included in newly diagnosed ccRCC patients and ccRCC patients with disease recurrence. RESULTS A total of sixteen papers concerning the diagnostic performance of PSMA-targeted PET/CT in ccRCC (331 patients) were included in this systematic review. The included articles demonstrated an excellent detection rate of PSMA-targeting PET/CT in ccRCC. CONCLUSIONS PSMA-targeted PET/CT seems promising in detecting ccRCC lesions as well as in discriminating the presence of aggressive phenotypes. Prospective multicentric studies are warranted to strengthen the role of PSMA-targeting PET/CT in ccRCC.
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Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO–IRCCS, 10060 Turin, Italy
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO–IRCCS, 10060 Turin, Italy
| | - Sara Dall’Armellina
- Nuclear Medicine Unit, Department of Medical Sciences, AOU Città della Salute e della Scienza, University of Turin, 10126 Turin, Italy
| | - Pasquale Rescigno
- Department of Oncology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | | | - Domenico Albano
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Dondi
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Bertagna
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Salvatore Annunziata
- Unità di Medicina Nucleare, TracerGLab, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Rome, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
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Rizzo A, Racca M, Albano D, Dondi F, Bertagna F, Annunziata S, Treglia G. Can PSMA-Targeting Radiopharmaceuticals Be Useful for Detecting Hepatocellular Carcinoma Using Positron Emission Tomography? An Updated Systematic Review and Meta-Analysis. Pharmaceuticals (Basel) 2022; 15:1368. [PMID: 36355540 PMCID: PMC9699564 DOI: 10.3390/ph15111368] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/29/2022] [Accepted: 10/31/2022] [Indexed: 08/07/2023] Open
Abstract
BACKGROUND Several studies proposed the use of positron emission tomography (PET) with Prostate-Specific Membrane Antigen (PSMA)-targeting radiopharmaceuticals in hepatocellular carcinoma (HCC). Our aim is to calculate the detection rate (DR) of this examination in HCC with a meta-analysis. METHODS A comprehensive literature search of studies on the DR of PET/CT or PET/MRI with PSMA-targeting radiopharmaceuticals in HCC was performed. Original articles evaluating these imaging examinations both in newly diagnosed HCC patients and HCC patients with disease relapse were included. Pooled DR including 95% confidence intervals (95% CI) was calculated. Statistical heterogeneity was also assessed using the I2 test. RESULTS The meta-analysis of six selected studies (126 patients) provided a DR of 85.9% for PET imaging with PSMA-targeting radiopharmaceuticals in the diagnosis of HCC. Moderate statistical heterogeneity among the included studies was found (I2 = 56%). CONCLUSIONS The quantitative data provided demonstrate the high DR of PET/CT or PET/MRI with PSMA-targeting radiopharmaceuticals for HCC lesion detection. However, more studies are needed to confirm the promising role of PSMA-targeted PET in HCC.
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Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO—IRCCS, 10060 Turin, Italy
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO—IRCCS, 10060 Turin, Italy
| | - Domenico Albano
- Division of Nuclear Medicine, Università Degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Dondi
- Division of Nuclear Medicine, Università Degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Bertagna
- Division of Nuclear Medicine, Università Degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Salvatore Annunziata
- Unità di Medicina Nucleare, TracerGLab, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Rome, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università Della Svizzera Italiana, 6900 Lugano, Switzerland
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