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Shyn PB, Bhagavatula SK. PET/CT-Guided Tumor Ablation, From the AJR "How We Do It" Special Series. AJR Am J Roentgenol 2024. [PMID: 38447025 DOI: 10.2214/ajr.24.30952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
PET/CT guidance during percutaneous tumor ablation procedures combines metabolic and anatomic imaging, providing a powerful approach that can improve intraprocedural tumor visibility and ablation margin evaluation for a variety of cancers. This article reviews key advantages of the use of PET/CT as guidance for tumor ablation and describes the authors' technique for performing such procedures, highlighting the application of PET/CT for each procedural stage, including planning, targeting, monitoring, and assessment of results. Practical considerations in establishing and operating an interventional PET/CT practice are discussed. Suggestions for overcoming logistical challenges that have historically limited procedural PET/CT adoption are proposed. Several emerging procedural approaches relating to PET/CT and other molecular or anatomic imaging technologies are briefly explored.
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Affiliation(s)
- Paul B Shyn
- Harvard Medical School, Brigham and Women's Hospital, Department of Radiology, Abdominal Imaging and Intervention, 75 Francis St., Boston, MA 02115
| | - Sharath K Bhagavatula
- Harvard Medical School, Brigham and Women's Hospital, Department of Radiology, Abdominal Imaging and Intervention, 75 Francis St., Boston, MA 02115
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Zhang Y, Hao M, Li L, Luo Q, Deng S, Yang Y, Liu Y, Fang W, Song E. Research progress of contrast agents for bacterial infection imaging in vivo. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.116916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Dietze MMA, de Jong HWAM. Progress in large field-of-view interventional planar scintigraphy and SPECT imaging. Expert Rev Med Devices 2022; 19:393-403. [PMID: 35695477 DOI: 10.1080/17434440.2022.2088355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Handheld gamma cameras and gamma probes have been successfully implemented for enabling nuclear image or radio-guidance in minimally-invasive procedures. There is an opportunity for large field-of-view interventional planar scintigraphy and SPECT imaging to complement these small field-of-view devices for two reasons. First, a large field-of-view camera enables imaging of relatively larger organs and activity accumulations that are not close to the patient's skin. And second, more precise corrections can be implemented in the SPECT reconstruction algorithm, improving its quality. AREAS COVERED This review article discusses the progress that has been made in the field of large field-of-view interventional planar scintigraphy and SPECT imaging. First, an overview of planar scintigraphy and SPECT is provided. Second, an exploration is given of the potential applications where large field-of-view interventional planar scintigraphy and SPECT imaging may be employed. And third, the requirements for scanner hardware are discussed and an overview of the possible system configurations is provided. EXPERT OPINION We believe that there is an opportunity for large field-of-view interventional planar scintigraphy and SPECT imaging to assist clinical workflows. A major effort is now required to evaluate the prototype systems in clinical studies so that valuable practical experience can be obtained.
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Affiliation(s)
- Martijn M A Dietze
- Radiology and Nuclear Medicine, Utrecht University and University Medical Center, Utrecht, Netherlands
| | - Hugo W A M de Jong
- Radiology and Nuclear Medicine, Utrecht University and University Medical Center, Utrecht, Netherlands
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Floresta G, Abbate V. Recent progress in the imaging of c-Met aberrant cancers with positron emission tomography. Med Res Rev 2022; 42:1588-1606. [PMID: 35292998 PMCID: PMC9314990 DOI: 10.1002/med.21885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 01/31/2022] [Accepted: 02/22/2022] [Indexed: 11/06/2022]
Abstract
Tyrosine-protein kinase Met-also known as c-Met or HGFR-is a membrane receptor protein with associated tyrosine kinase activity physiologically stimulated by its natural ligand, the hepatocyte growth factor (HGF), and is involved in different ways in cancer progression and tumourigenesis. Targeting c-Met with pharmaceuticals has been preclinically proved to have significant benefits for cancer treatment. Recently, evaluating the protein status during and before c-Met targeted therapy has been shown of relevant importance by different studies, demonstrating that there is a correlation between the status (e.g., aberrant activation and overexpression) of the HGFR with therapy response and clinical prognosis. Currently, clinical imaging based on positron emission tomography (PET) appears as one of the most promising tools for the in vivo real-time scanning of irregular alterations of the tyrosine-protein kinase Met and for the diagnosis of c-Met related cancers. In this study, we review the recent progress in the imaging of c-Met aberrant cancers with PET. Particular attention is directed on the development of PET probes with a range of different sizes (HGF, antibodies, anticalines, peptides, and small molecules), and radiolabeled with different radionuclides. The goal of this review is to report all the preclinical imaging studies based on PET imaging reported until now for in vivo diagnosis of c-Met in oncology to support the design of novel and more effective PET probes for in vivo evaluation of c-Met.
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Affiliation(s)
- Giuseppe Floresta
- Department of Analytical, Environmental and Forensic Sciences, Institute of Pharmaceutical Sciences, King's College London, London, UK
| | - Vincenzo Abbate
- Department of Analytical, Environmental and Forensic Sciences, Institute of Pharmaceutical Sciences, King's College London, London, UK
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Abstract
PURPOSE OF REVIEW This review presents the current state of imaging approaches that enable real-time molecular imaging in the interventional suite and discusses the potential future use of integrated nuclear imaging and fluoroscopy for intraprocedural guidance in the evaluation and treatment of both cardiovascular and oncological diseases. RECENT FINDINGS Although there are no commercially available real-time hybrid nuclear imaging devices that are approved for use in the interventional suite, prototype open gantry hybrid nuclear imaging and x-ray c-arm imaging systems and theranostic catheter for location radiotracer detection are currently undergoing development and testing by multiple groups. The integration of physiological and molecular targeted nuclear imaging for real-time delivery of targeted theranostics in the interventional laboratory may enable more personalized care for a wide variety of cardiovascular procedures and improve patient outcomes.
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Cazzato RL, Hubelé F, De Marini P, Ouvrard E, Salvadori J, Addeo P, Garnon J, Kurtz JE, Greget M, Mertz L, Goichot B, Gangi A, Imperiale A. Liver-Directed Therapy for Neuroendocrine Metastases: From Interventional Radiology to Nuclear Medicine Procedures. Cancers (Basel) 2021; 13:cancers13246368. [PMID: 34944988 PMCID: PMC8699378 DOI: 10.3390/cancers13246368] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/16/2021] [Accepted: 12/17/2021] [Indexed: 12/25/2022] Open
Abstract
Neuroendocrine neoplasms (NENs) are rare and heterogeneous epithelial tumors most commonly arising from the gastroenteropancreatic (GEP) system. GEP-NENs account for approximately 60% of all NENs, and the small intestine and pancreas represent two most common sites of primary tumor development. Approximately 80% of metastatic patients have secondary liver lesions, and in approximately 50% of patients, the liver is the only metastatic site. The therapeutic strategy depends on the degree of hepatic metastatic invasion, ranging from liver surgery or percutaneous ablation to palliative treatments to reduce both tumor volume and secretion. In patients with grade 1 and 2 NENs, locoregional nonsurgical treatments of liver metastases mainly include percutaneous ablation and endovascular treatments, targeting few or multiple hepatic metastases, respectively. In the present work, we provide a narrative review of the current knowledge on liver-directed therapy for metastasis treatment, including both interventional radiology procedures and nuclear medicine options in NEN patients, taking into account the patient clinical context and both the strengths and limitations of each modality.
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Affiliation(s)
- Roberto Luigi Cazzato
- Interventional Radiology, University Hospitals of Strasbourg, Strasbourg University, 67000 Strasbourg, France; (R.L.C.); (P.D.M.); (J.G.); (M.G.); (A.G.)
- Oncology, Institut de Cancérologie de Strasbourg Europe (ICANS), Strasbourg University, 67200 Strasbourg, France;
| | - Fabrice Hubelé
- Nuclear Medicine and Molecular Imaging, Institut de Cancérologie de Strasbourg Europe (ICANS), University Hospitals of Strasbourg, Strasbourg University, 67200 Strasbourg, France; (F.H.); (E.O.)
| | - Pierre De Marini
- Interventional Radiology, University Hospitals of Strasbourg, Strasbourg University, 67000 Strasbourg, France; (R.L.C.); (P.D.M.); (J.G.); (M.G.); (A.G.)
| | - Eric Ouvrard
- Nuclear Medicine and Molecular Imaging, Institut de Cancérologie de Strasbourg Europe (ICANS), University Hospitals of Strasbourg, Strasbourg University, 67200 Strasbourg, France; (F.H.); (E.O.)
| | - Julien Salvadori
- Radiophysics, Institut de Cancérologie de Strasbourg Europe (ICANS), 67200 Strasbourg, France;
| | - Pietro Addeo
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Hospitals of Strasbourg, 67200 Strasbourg, France;
| | - Julien Garnon
- Interventional Radiology, University Hospitals of Strasbourg, Strasbourg University, 67000 Strasbourg, France; (R.L.C.); (P.D.M.); (J.G.); (M.G.); (A.G.)
| | - Jean-Emmanuel Kurtz
- Oncology, Institut de Cancérologie de Strasbourg Europe (ICANS), Strasbourg University, 67200 Strasbourg, France;
| | - Michel Greget
- Interventional Radiology, University Hospitals of Strasbourg, Strasbourg University, 67000 Strasbourg, France; (R.L.C.); (P.D.M.); (J.G.); (M.G.); (A.G.)
| | - Luc Mertz
- Radiophysics, University Hospitals of Strasbourg, 67000 Strasbourg, France;
| | - Bernard Goichot
- Internal Medicine, Diabetes and Metabolic Disorders, University Hospitals of Strasbourg, Strasbourg University, 67200 Strasbourg, France;
| | - Afshin Gangi
- Interventional Radiology, University Hospitals of Strasbourg, Strasbourg University, 67000 Strasbourg, France; (R.L.C.); (P.D.M.); (J.G.); (M.G.); (A.G.)
- School of Biomedical Engineering and Imaging Science, King’s College London, Strand, London WC2R 2LS, UK
| | - Alessio Imperiale
- Nuclear Medicine and Molecular Imaging, Institut de Cancérologie de Strasbourg Europe (ICANS), University Hospitals of Strasbourg, Strasbourg University, 67200 Strasbourg, France; (F.H.); (E.O.)
- Molecular Imaging—DRHIM, IPHC, UMR 7178, CNRS/Unistra, 67037 Strasbourg, France
- Correspondence: ; Tel.: +33-3-68-76-74-48; Fax: +33-3-68-76-72-56
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Kirov AS, SchÖder H, Solomon SB, Sattler B. Interventional molecular imaging. THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF... 2021; 65:1-3. [PMID: 33494586 DOI: 10.23736/s1824-4785.21.03329-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Assen S Kirov
- Memorial Sloan Kettering Cancer Center, New York, NY, USA -
| | - Heiko SchÖder
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Bogoni M, Cerci JJ, Cornelis FH, Nanni C, Tabacchi E, SchÖder H, Shyn PB, Sofocleous CT, Solomon SB, Kirov AS. Practice and prospects for PET/CT guided interventions. THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF... 2021; 65:20-31. [PMID: 33494585 PMCID: PMC10446123 DOI: 10.23736/s1824-4785.21.03291-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
During the past 10 years, performing real-time molecular imaging with positron emission tomography (PET) in combination with computed tomography (CT) during interventional procedures has undergone rapid development. Keeping in mind the interest of the nuclear medicine readers, an update is provided of the current workflows using real-time PET/CT in percutaneous biopsies and tumor ablations. The clinical utility of PET/CT guided biopsies in cancer patients with lung, liver, lymphoma, and bone tumors are reviewed. Several technological developments, including the introduction of new PET tracers and robotic arms as well as opportunities provided through acquiring radioactive biopsy specimens are briefly reviewed.
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Affiliation(s)
| | | | | | - Cristina Nanni
- Unit of Nuclear Medicine, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Elena Tabacchi
- Unit of Nuclear Medicine, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Heiko SchÖder
- Unit of Nuclear Medicine, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Paul B Shyn
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Constantinos T Sofocleous
- Unit of Interventional Radiology, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stephen B Solomon
- Unit of Interventional Radiology, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Assen S Kirov
- Unit of Molecular Imaging and Therapy Physics, Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA -
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Assessing ablation margins of FDG-avid liver tumors during PET/CT-guided thermal ablation procedures: a retrospective study. Eur J Nucl Med Mol Imaging 2021; 48:2914-2924. [PMID: 33559712 DOI: 10.1007/s00259-021-05206-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 01/17/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND To retrospectively assess liver tumor ablation margins using intraprocedural PET/CT images from FDG PET/CT-guided microwave or cryoablation procedures and to correlate minimum margin measurements with local progression outcomes. METHODS Fifty-six patients (ages 36 to 85, median 62; 32 females) with 77 FDG-avid liver tumors underwent 60 FDG PET/CT guided, percutaneous microwave, or cryoablation procedures. Single breath-hold PET/CT images were used for intraprocedural assessment of the tumor ablation margin: liver tumors remained visible on PET immediately following ablation; microwave ablation zones were visible using contrast-enhanced CT; cryoablation zones (ice balls) were visible using unenhanced CT. Two readers retrospectively determined ablation margin assessability and measured the minimum ablation margin on intraprocedural PET/CT (n = 77) and postprocedural MRI (n = 56). Local tumor progression was assessed on all available follow-up imaging (1-49 months, mean 15). Local tumor progression was correlated with PET/CT minimum margin measurements using clustered survival models for 61 tumors. RESULTS Minimum ablation margins were more often assessable using intraprocedural PET/CT (≥ 73/77 tumors, 95%) than postprocedural MRI (≤ 35/56 tumors, 63%). In 61 tumors with PET/CT-assessable margins (excluding tumors with overlapping ablations after PET/CT), there was a 6-fold increased risk of local tumor progression [hazard ratio (HR) 6.05; P = 0.004] for minimum ablation margins < 5 mm. CONCLUSION Breath-hold PET/CT scans, during PET/CT-guided microwave or cryoablation procedures for FDG-avid liver tumors, enable reliable intraprocedural assessment of the entire tumor ablation margin; a minimum PET/CT ablation margin threshold of 5 mm correlates well with local tumor progression outcomes.
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10
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Popovic M, Talarico O, van den Hoff J, Kunin H, Zhang Z, Lafontaine D, Dogan S, Leung J, Kaye E, Czmielewski C, Mayerhoefer ME, Zanzonico P, Yaeger R, Schöder H, Humm JL, Solomon SB, Sofocleous CT, Kirov AS. KRAS mutation effects on the 2-[18F]FDG PET uptake of colorectal adenocarcinoma metastases in the liver. EJNMMI Res 2020; 10:142. [PMID: 33226505 PMCID: PMC7683631 DOI: 10.1186/s13550-020-00707-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 09/21/2020] [Indexed: 12/14/2022] Open
Abstract
Background Deriving individual tumor genomic characteristics from patient imaging analysis is desirable. We explore the predictive value of 2-[18F]FDG uptake with regard to the KRAS mutational status of colorectal adenocarcinoma liver metastases (CLM). Methods 2-[18F]FDG PET/CT images, surgical pathology and molecular diagnostic reports of 37 patients who underwent PET/CT-guided biopsy of CLM were reviewed under an IRB-approved retrospective research protocol. Sixty CLM in 39 interventional PET scans of the 37 patients were segmented using two different auto-segmentation tools implemented in different commercially available software packages. PET standard uptake values (SUV) were corrected for: (1) partial volume effect (PVE) using cold wall-corrected contrast recovery coefficients derived from phantom spheres with variable diameter and (2) variability of arterial tracer supply and variability of uptake time after injection until start of PET scan derived from the tumor-to-blood standard uptake ratio (SUR) approach. The correlations between the KRAS mutational status and the mean, peak and maximum SUV were investigated using Student’s t test, Wilcoxon rank sum test with continuity correction, logistic regression and receiver operation characteristic (ROC) analysis.
These correlation analyses were also performed for the ratios of the mean, peak and maximum tumor uptake to the mean blood activity concentration at the time of scan: SURMEAN, SURPEAK and SURMAX, respectively. Results Fifteen patients harbored KRAS missense mutations (KRAS+), while another 3 harbored KRAS gene amplification. For 31 lesions, the mutational status was derived from the PET/CT-guided biopsy. The Student’s t test p values for separating KRAS mutant cases decreased after applying PVE correction to all uptake metrics of each lesion and when applying correction for uptake time variability to the SUR metrics. The observed correlations were strongest when both corrections were applied to SURMAX and when the patients harboring gene amplification were grouped with the wild type: p ≤ 0.001; ROC area under the curve = 0.77 and 0.75 for the two different segmentations, respectively, with a mean specificity of 0.69 and sensitivity of 0.85. Conclusion The correlations observed after applying the described corrections show potential for assigning probabilities for the KRAS missense mutation status in CLM using 2-[18F]FDG PET images.
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Affiliation(s)
- M Popovic
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.,Cornell University, Ithaca, NY, 14850, USA
| | - O Talarico
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.,Vassar Brothers Medical Center, Poughkeepsie, NY, 12601, USA.,Lebedev Physical Institute RAS, Moscow, Russia, 119991
| | - J van den Hoff
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328, Dresden, Germany
| | - H Kunin
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Z Zhang
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - D Lafontaine
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - S Dogan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - J Leung
- Technology Division, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - E Kaye
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - C Czmielewski
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - M E Mayerhoefer
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - P Zanzonico
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - R Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - H Schöder
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - J L Humm
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - S B Solomon
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - C T Sofocleous
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - A S Kirov
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
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Liver tumor F-18 FDG-PET before and immediately after microwave ablation enables imaging and quantification of tumor tissue contraction. Eur J Nucl Med Mol Imaging 2020; 48:1618-1625. [PMID: 33175240 DOI: 10.1007/s00259-020-05104-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 10/28/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE Poor liver tumor visibility after microwave ablation (MWA) limits direct tumor ablation margin assessments using contrast-enhanced CT or ultrasound (US). Positron emission tomography (PET) or PET/CT may offer improved intraprocedural assessment of liver tumor ablation margins versus current imaging techniques, as 18F-fluorodeoxyglucose (18F-FDG)-avid tumors remain visible on PET immediately following ablation. The purpose of this study was to assess intraprocedural 18F-FDG PET scans before and immediately after PET/CT-guided MWA for visualization and quantification of metabolic liver tumor tissue contraction resulting from MWA. METHODS This retrospective study, conducted at a large academic medical center after Institutional Review Board approval, included 36 patients (20 men; mean age 63 [range 37-85]) who underwent PET/CT-guided MWA of 42 18F-FDG-avid liver tumors from May 2013 to March 2018. Tumor metabolic diameters (short/long axes) were measured for each tumor on pre- and post-ablation PET images. Tumor metabolic volumes were calculated using tumor diameter measurements and compared with automated volumes using an SUV threshold algorithm. A two-tailed paired t test was used for the analyses. RESULTS Comparing intraprocedural pre- and post-ablation PET images, mean metabolic tumor short- and long-axis diameters decreased from 21.4 to 14.9 mm [- 29%, p < 0.001, standard deviation (SD) 18%] and from 24.0 to 18.0 mm (- 24%, p < 0.001, SD 16%), respectively. The mean calculated tumor metabolic volume decreased from 10.5 to 4.6 mm3 (- 55%, p < 0.001, SD 26%). The mean automated tumor metabolic volume decreased from 10.6 to 5.8 mm3 (- 45%, p < 0.001, SD 30%). CONCLUSION Intraprocedural PET images of 18F-FDG-avid liver tumors allow visualization and quantification of MWA-induced metabolic tumor tissue contraction during 18F-FDG PET/CT-guided procedures. The ability to visualize contracted tumor immediately post-MWA may facilitate emerging intraprocedural PET and PET/CT imaging techniques that address a clinical gap in directly assessing the ablation margin.
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12
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Hu EY, Levesque VM, Bay CP, Seol JG, Shyn PB. Liver Tumor Ablation Procedure Duration and Estimated Patient Radiation Dose: Comparing Positron Emission Tomography/CT and CT Guidance. J Vasc Interv Radiol 2020; 31:1052-1059. [PMID: 32534979 DOI: 10.1016/j.jvir.2019.11.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 11/12/2019] [Accepted: 11/28/2019] [Indexed: 12/18/2022] Open
Abstract
PURPOSE To compare procedure duration and patient radiation dose in positron emission tomography/computed tomography (PET/CT) and CT-guided liver tumor ablation procedures. MATERIALS AND METHODS In this retrospective, case-control study, 275 patients underwent 368 image-guided ablation procedures to treat 537 tumors. Radiologists used PET/CT guidance for 117 procedures and CT guidance for 251 procedures. PET/CT-guided procedures were performed by one radiologist (C: P.B.S.). All 3 radiologists (A: J.G.S., B: a radiologist who is not an author on this article, and C: P.B.S.) performed CT-guided procedures. Potential confounders included patient demographics, clinical and tumor characteristics, and procedural variables. RESULTS The mean duration and estimated patient radiation dose of PET/CT-guided procedures performed by radiologist C were 21.5 ± 4.9 minutes longer and 0.7 ± 2.8 mSv higher than CT-guided procedures performed by all radiologists in an unadjusted comparison. Adjusting for confounding, mean duration and estimated dose of PET/CT-guided procedures performed by radiologist C were 28.3 ± 3.8 minutes longer (P < .0001) and 6.2 ± 2.9 mSv higher (P = .03) than CT-guided procedures performed by the same radiologist. Comparing CT-guided procedures performed by all 3 radiologists, adjusted mean durations and estimated patient doses of procedures by the least experienced radiologist, radiologist A, and the second most experienced radiologist, radiologist B, were 24.2 ± 5.1 (P < .0001) and 18.1 ± 8.9 (P = .04) minutes longer and 13.1 ± 3.7 (P < .001) and 14.5 ± 6.4 (P = .02) mSv higher, respectively, than procedures performed by the most experienced radiologist, radiologist C. CONCLUSIONS PET/CT-guided liver ablations had a slightly longer duration with slightly higher estimated patient radiation dose than similar CT-guided liver ablations. Procedure duration and patient dose do not appear to be major impediments to the emerging field of PET/CT-guided tumor ablation.
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Affiliation(s)
- Emmy Y Hu
- Department of Radiology, Division of Abdominal Imaging and Intervention, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115
| | - Vincent M Levesque
- Department of Radiology, Division of Abdominal Imaging and Intervention, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115
| | - Camden P Bay
- Department of Radiology, Division of Abdominal Imaging and Intervention, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115
| | - Julia G Seol
- Department of Radiology, Division of Abdominal Imaging and Intervention, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115
| | - Paul B Shyn
- Department of Radiology, Division of Abdominal Imaging and Intervention, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115.
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van der Velden S, Kunnen B, Koppert WJC, Steenbergen JHL, Dietze MMA, Beijst C, Viergever MA, Lam MGEH, de Jong HWAM. A Dual-layer Detector for Simultaneous Fluoroscopic and Nuclear Imaging. Radiology 2019; 290:833-838. [PMID: 30620257 DOI: 10.1148/radiol.2018180796] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Purpose To develop and evaluate a dual-layer detector capable of acquiring intrinsically registered real-time fluoroscopic and nuclear images in the interventional radiology suite. Materials and Methods The dual-layer detector consists of an x-ray flat panel detector placed in front of a γ camera with cone beam collimator focused at the x-ray focal spot. This design relies on the x-ray detector absorbing the majority of the x-rays while it is more transparent to the higher energy γ photons. A prototype was built and dynamic phantom images were acquired. In addition, spatial resolution and system sensitivity (evaluated as counts detected within the energy window per second per megabecquerel) were measured with the prototype. Monte Carlo simulations for an improved system with varying flat panel compositions were performed to assess potential spatial resolution and system sensitivity. Results Experiments with the dual-layer detector prototype showed that spatial resolution of the nuclear images was unaffected by the addition of the flat panel (full width at half maximum, 13.6 mm at 15 cm from the collimator surface). However, addition of the flat panel lowered system sensitivity by 45%-60% because of the nonoptimized transmission of the flat panel. Simulations showed that an attenuation of 27%-35% of the γ rays in the flat panel could be achieved by decreasing the crystal thickness and housing attenuation of the flat panel. Conclusion A dual-layer detector was capable of acquiring real-time intrinsically registered hybrid images, which could aid interventional procedures involving radionuclides. Published under a CC BY-NC-ND 4.0 license. Online supplemental material is available for this article.
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Affiliation(s)
- Sandra van der Velden
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Britt Kunnen
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Wilco J C Koppert
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Johannes H L Steenbergen
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Martijn M A Dietze
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Casper Beijst
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Max A Viergever
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Marnix G E H Lam
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
| | - Hugo W A M de Jong
- From the Department of Radiology and Nuclear Medicine (S.V.D.V., B.K., W.J.C.K., J.H.L.S., M.M.A.D., C.B., M.G.E.H.L., H.W.A.M.D.J.) and Image Sciences Institute (S.V.D.V., B.K., M.M.A.D., M.A.V.), University Medical Center Utrecht, Utrecht University, PO Box 85500, 3508 GA Utrecht, the Netherlands
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14
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Mauri G, Gennaro N, De Beni S, Ierace T, Goldberg SN, Rodari M, Solbiati LA. Real-Time US- 18FDG-PET/CT Image Fusion for Guidance of Thermal Ablation of 18FDG-PET-Positive Liver Metastases: The Added Value of Contrast Enhancement. Cardiovasc Intervent Radiol 2018; 42:60-68. [PMID: 30288593 DOI: 10.1007/s00270-018-2082-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 09/18/2018] [Indexed: 12/27/2022]
Abstract
PURPOSE To assess the feasibility of US-18FDG-PET/CT fusion-guided microwave ablation of liver metastases either poorly visible or totally undetectable with US, CEUS and CT, but visualized by PET imaging. MATERIALS AND METHODS Twenty-three patients with 58 liver metastases underwent microwave ablation guided by image fusion system that combines US with 18FDG-PET/CT images. In 28/58 tumors, 18FDG-PET/CT with contrast medium (PET/CECT) was used. The registration technical feasibility, registration time, rates of correct targeting, technical success at 24 h, final result at 1 year and complications were analyzed and compared between the PET/CT and PET/CECT groups. RESULTS Registration was successfully performed in all cases with a mean time of 7.8 + 1.7 min (mean + standard deviation), (4.6 + 1.5 min for PET/CECT group versus 10.9 + 1.8 min for PET/CT group, P < 0.01). In total, 46/58 (79.3%) tumors were correctly targeted, while 3/28 (10.7%) and 9/30 (30%) were incorrectly targeted in PET/CT and PET/CECT group, respectively (P < 0.05). Complete ablation was obtained at 24 h in 70.0% of cases (n = 40 tumors), 23/28 (82.1%) in the PET/CECT group and 17/30 (56.7%) in the PET/CT group (P < 0.037). Fourteen tumors underwent local retreatment (11 ablations, 2 with resection and 1 with stereotactic body radiation therapy), while 4 tumors could not be retreated because of distant disease progression and underwent systemic therapy. Finally, 54/58 (93.1%) tumors were completely treated at 1 year. One major complication occurred, a gastrointestinal hemorrhage which required surgical repair. CONCLUSIONS Percutaneous ablation of 18FDG-PET-positive liver metastases using fusion imaging of real-time US and pre-acquired 18FDG-PET/CT images is feasible, safe and effective. Contrast-enhanced PET/CT improves overall ablation accuracy and shortens procedural duration time.
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Affiliation(s)
- Giovanni Mauri
- Department of Interventional Radiology, IEO, European Institute of Oncology IRCCS, via Ripamonti 435, Milan, Italy.
| | - Nicolò Gennaro
- Training School in Radiology, Humanitas University, Pieve Emanuele, Milan, Italy
| | | | - Tiziana Ierace
- Department of Radiology, IRCCS Humanitas Clinical and Research Hospital, Rozzano, Milan, Italy
| | - S Nahum Goldberg
- Department of Radiology, Hadassah Hebrew University Medical Centre, Jerusalem, Israel.,Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Marcello Rodari
- Department of Nuclear Medicine, IRCCS Humanitas Clinical and Research Hospital, Rozzano, Milan, Italy
| | - Luigi Alessandro Solbiati
- Department of Radiology, IRCCS Humanitas Clinical and Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
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15
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Kirov AS, Fanchon LM, Seiter D, Czmielewski C, Russell J, Dogan S, Carlin S, Pinker-Domenig K, Yorke E, Schmidtlein CR, Boyko V, Fujisawa S, Manova-Todorova K, Zanzonico P, Dauer L, Deasy JO, Humm JL, Solomon S. Technical Note: Scintillation well counters and particle counting digital autoradiography devices can be used to detect activities associated with genomic profiling adequacy of biopsy specimens obtained after a low activity 18 F-FDG injection. Med Phys 2018; 45:2179-2185. [PMID: 29480927 DOI: 10.1002/mp.12836] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 02/14/2018] [Accepted: 02/15/2018] [Indexed: 11/08/2022] Open
Abstract
PURPOSE Genomic profiling of biopsied tissue is the basis for precision cancer therapy. However, biopsied materials may not contain sufficient amounts of tumor deoxyribonucleonic acid needed for the analysis. We propose a method to determine the adequacy of specimens for performing genomic profiling by quantifying their metabolic activity. METHODS We estimated the average density of tumor cells in biopsy specimens needed to successfully perform genomic analysis following the Memorial Sloan Kettering Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) protocol from the minimum amount of deoxyribonucleonic acid needed and the volume of tissue typically used for analysis. The average 18 F-FDG uptake per cell was assessed by incubating HT-29 adenocarcinoma tumor cells in 18 F-FDG containing solution and then measuring their activity with a scintillation well counter. Consequently, we evaluated the response of two devices around the minimum expected activities which would indicate genomic profiling adequacy of biopsy specimens obtained under 18 F-FDG PET/CT guidance. Surrogate samples obtained using 18G core needle biopsies of gels containing either 18 F-FDG-loaded cells in the expected concentrations or the corresponding activity were measured using autoradiography and a scintillation well counter. Autoradiography was performed using a CCD-based device with real-time image display as well as with digital autoradiography imaging plates following a 30-min off-line protocol for specimen activity determination against previously established calibration. RESULTS Cell incubation experiments and estimates obtained from quantitative autoradiography of biopsy specimens (QABS) indicate that specimens acquired under 18 F-FDG PET/CT guidance that contained the minimum amount of cells needed for genomic profiling would have an average activity concentration in the range of about 3 to about 9 kBq/mL. When exposed to specimens with similar activity concentration, both a CCD-based autoradiography device and a scintillation well counter produced signals with sufficient signal-to-background ratio for specimen genomic adequacy identification in less than 10 min, which is short enough to allow procedure guidance. CONCLUSION Scintillation well counter measurements and CCD-based autoradiography have adequate sensitivity to detect the tumor burden needed for genomic profiling during 18 F-FDG PET/CT-guided 18G core needle biopsies of liver adenocarcinoma metastases.
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Affiliation(s)
- Assen S Kirov
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Louise M Fanchon
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | | | - Christian Czmielewski
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - James Russell
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Snjezana Dogan
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Sean Carlin
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Katja Pinker-Domenig
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Ellen Yorke
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - C Ross Schmidtlein
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Vitaly Boyko
- Molecular Cytology Core Facility, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Sho Fujisawa
- Molecular Cytology Core Facility, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Katia Manova-Todorova
- Molecular Cytology Core Facility, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Pat Zanzonico
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Lawrence Dauer
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Joseph O Deasy
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - John L Humm
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
| | - Stephen Solomon
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA
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16
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Koppert WJC, van der Velden S, Steenbergen JHL, de Jong HWAM. Impact of intense x-ray pulses on a NaI(Tl)-based gamma camera. ACTA ACUST UNITED AC 2018; 63:065006. [DOI: 10.1088/1361-6560/aaaf02] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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17
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Frenk NE, Daye D, Tuncali K, Arellano RS, Shyn PB, Silverman SG, Fintelmann FJ, Uppot RN. Local Control and Survival after Image-Guided Percutaneous Ablation of Adrenal Metastases. J Vasc Interv Radiol 2018; 29:276-284. [DOI: 10.1016/j.jvir.2017.07.026] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 07/21/2017] [Accepted: 07/23/2017] [Indexed: 12/11/2022] Open
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18
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Cazzato RL, Garnon J, Shaygi B, Koch G, Tsoumakidou G, Caudrelier J, Addeo P, Bachellier P, Namer IJ, Gangi A. PET/CT-guided interventions: Indications, advantages, disadvantages and the state of the art. MINIM INVASIV THER 2017; 27:27-32. [DOI: 10.1080/13645706.2017.1399280] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Roberto Luigi Cazzato
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Julien Garnon
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Behnam Shaygi
- Interventional Radiology Department, Royal Devon and Exeter Hospital, NHS Trust, Exeter, UK
| | - Guillaume Koch
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Georgia Tsoumakidou
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Jean Caudrelier
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Pietro Addeo
- Department of Hepatic, Biliary and Pancreatic Surgery and Liver Transplantation, Hôpital de Hautepierre (Hopitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Philippe Bachellier
- Department of Hepatic, Biliary and Pancreatic Surgery and Liver Transplantation, Hôpital de Hautepierre (Hopitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Izzie Jacques Namer
- Department of Biophysics and Nuclear Medicine, Hôpital de Hautepierre (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
| | - Afshin Gangi
- Department of Interventional Radiology, Nouvel Hôpital Civil (Hôpitaux Universitaires de Strasbourg, HUS), Strasbourg, France
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19
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Mauri G, Nicosia L, Varano GM, Shyn P, Sartori S, Tombesi P, Di Vece F, Orsi F, Solbiati L. Unusual tumour ablations: report of difficult and interesting cases. Ecancermedicalscience 2017; 11:733. [PMID: 28487751 PMCID: PMC5406223 DOI: 10.3332/ecancer.2017.733] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Indexed: 01/02/2023] Open
Abstract
Image-guided ablations are nowadays applied in the treatment of a wide group of diseases and in different organs and regions, and every day interventional radiologists have to face more difficult and unusual cases of tumour ablation. In the present case review, we report four difficult and unusual cases, reporting some tips and tricks for a successful image-guided treatment.
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Affiliation(s)
- Giovanni Mauri
- Division of Interventional Radiology, European Institute of Oncology, Milan, Italy
| | - Luca Nicosia
- Postgraduate School of Radiology, University of Milan, Italy
| | | | - Paul Shyn
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sergio Sartori
- Section of Interventional Ultrasound, Department of Internal Medicine, St Anna Hospital Ferrara, Italy
| | - Paola Tombesi
- Section of Interventional Ultrasound, Department of Internal Medicine, St Anna Hospital Ferrara, Italy
| | - Francesca Di Vece
- Section of Interventional Ultrasound, Department of Internal Medicine, St Anna Hospital Ferrara, Italy
| | - Franco Orsi
- Division of Interventional Radiology, European Institute of Oncology, Milan, Italy
| | - Luigi Solbiati
- Department of Radiology, Humanitas University and Research Hospital, Rozzano (Milan), Italy
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20
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Shyn P, Tremblay-Paquet S, Palmer K, Tatli S, Tuncali K, Olubiyi O, Hata N, Silverman S. Breath-hold PET/CT-guided tumour ablation under general anaesthesia: accuracy of tumour image registration and projected ablation zone overlap. Clin Radiol 2017; 72:223-229. [DOI: 10.1016/j.crad.2016.10.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 10/16/2016] [Accepted: 10/20/2016] [Indexed: 12/18/2022]
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21
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van der Velden S, Beijst C, Viergever MA, de Jong HWAM. Simultaneous fluoroscopic and nuclear imaging: impact of collimator choice on nuclear image quality. Med Phys 2017; 44:249-261. [PMID: 28044322 DOI: 10.1002/mp.12010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 11/04/2016] [Accepted: 11/04/2016] [Indexed: 11/10/2022] Open
Abstract
PURPOSE X-ray-guided oncological interventions could benefit from the availability of simultaneously acquired nuclear images during the procedure. To this end, a real-time, hybrid fluoroscopic and nuclear imaging device, consisting of an X-ray c-arm combined with gamma imaging capability, is currently being developed (Beijst C, Elschot M, Viergever MA, de Jong HW. Radiol. 2015;278:232-238). The setup comprises four gamma cameras placed adjacent to the X-ray tube. The four camera views are used to reconstruct an intermediate three-dimensional image, which is subsequently converted to a virtual nuclear projection image that overlaps with the X-ray image. The purpose of the present simulation study is to evaluate the impact of gamma camera collimator choice (parallel hole versus pinhole) on the quality of the virtual nuclear image. METHODS Simulation studies were performed with a digital image quality phantom including realistic noise and resolution effects, with a dynamic frame acquisition time of 1 s and a total activity of 150 MBq. Projections were simulated for 3, 5, and 7 mm pinholes and for three parallel hole collimators (low-energy all-purpose (LEAP), low-energy high-resolution (LEHR) and low-energy ultra-high-resolution (LEUHR)). Intermediate reconstruction was performed with maximum likelihood expectation-maximization (MLEM) with point spread function (PSF) modeling. In the virtual projection derived therefrom, contrast, noise level, and detectability were determined and compared with the ideal projection, that is, as if a gamma camera were located at the position of the X-ray detector. Furthermore, image deformations and spatial resolution were quantified. Additionally, simultaneous fluoroscopic and nuclear images of a sphere phantom were acquired with a physical prototype system and compared with the simulations. RESULTS For small hot spots, contrast is comparable for all simulated collimators. Noise levels are, however, 3 to 8 times higher in pinhole geometries than in parallel hole geometries. This results in higher contrast-to-noise ratios for parallel hole geometries. Smaller spheres can thus be detected with parallel hole collimators than with pinhole collimators (17 mm vs 28 mm). Pinhole geometries show larger image deformations than parallel hole geometries. Spatial resolution varied between 1.25 cm for the 3 mm pinhole and 4 cm for the LEAP collimator. The simulation method was successfully validated by the experiments with the physical prototype. CONCLUSION A real-time hybrid fluoroscopic and nuclear imaging device is currently being developed. Image quality of nuclear images obtained with different collimators was compared in terms of contrast, noise, and detectability. Parallel hole collimators showed lower noise and better detectability than pinhole collimators.
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Affiliation(s)
- Sandra van der Velden
- Radiology and Nuclear Medicine, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands.,Image Sciences Institute, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands
| | - Casper Beijst
- Radiology and Nuclear Medicine, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands.,Image Sciences Institute, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands
| | - Max A Viergever
- Image Sciences Institute, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands
| | - Hugo W A M de Jong
- Radiology and Nuclear Medicine, UMC Utrecht, 85500, 3508 GA, Utrecht, Netherlands
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22
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Muller N, Kessler R, Caillard S, Epailly E, Hubelé F, Heimburger C, Namer IJ, Herbrecht R, Blondet C, Imperiale A. 18F-FDG PET/CT for the Diagnosis of Malignant and Infectious Complications After Solid Organ Transplantation. Nucl Med Mol Imaging 2016; 51:58-68. [PMID: 28250859 DOI: 10.1007/s13139-016-0461-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Revised: 11/08/2016] [Accepted: 11/08/2016] [Indexed: 02/07/2023] Open
Abstract
PURPOSE Infection and malignancy represent two common complications after solid organ transplantation, which are often characterized by poorly specific clinical symptomatology. Herein, we have evaluated the role of 18F-fluoro-2-deoxy-D-glucose (FDG) positron emission tomography/computed tomography (PET/CT) in this clinical setting. METHODS Fifty-eight consecutive patients who underwent FDG PET/CT after kidney, lung or heart transplantation were included in this retrospective analysis. Twelve patients underwent FDG PET/CT to strengthen or confirm a diagnostic suspicion of malignancies. The remaining 46 patients presented with unexplained inflammatory syndrome, fever of unknown origin (FUO), CMV or EBV seroconversion during post-transplant follow-up without conclusive conventional imaging. FDG PET/CT results were compared to histology or to the finding obtained during a clinical/imaging follow-up period of at least 6 months after PET/CT study. RESULTS Positive FDG PET/CT results were obtained in 18 (31 %) patients. In the remaining 40 (69 %) cases, FDG PET/CT was negative, showing exclusively a physiological radiotracer distribution. On the basis of a patient-based analysis, FDG PET/CT's sensitivity, specificity, PPV and NPV were respectively 78 %, 90 %, 78 % and 90 %, with a global accuracy of 86 %. FDG PET/CT was true positive in 14 patients with bacterial pneumonias (n = 4), pulmonary fungal infection (n = 1), histoplasmosis (n = 1), cutaneous abscess (n = 1), inflammatory disorder (sacroiliitis) (n = 1), lymphoma (n = 3) and NSCLC (n = 3). On the other hand, FDG PET/CT failed to detect lung bronchoalveolar adenocarcinoma, septicemia, endocarditis and graft-versus-host disease (GVHD), respectively, in four patients. FDG PET/CT contributed to adjusting the patient therapeutic strategy in 40 % of cases. CONCLUSIONS FDG PET/CT emerges as a valuable technique to manage complications in the post-transplantation period. FDG PET/CT should be considered in patients with severe unexplained inflammatory syndrome or FUO and inconclusive conventional imaging or to discriminate active from silent lesions previously detected by conventional imaging particularly when malignancy is suspected.
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Affiliation(s)
- Nastassja Muller
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
- Department of Nuclear Medicine, Haguenau Hospital, 64, avenue Prof. Rene Leriche, BP 40252, Haguenau, 67504 France
| | - Romain Kessler
- Pneumology, Nouvel Hôpital Civil, University Hospitals of Strasbourg, 1 Place de l'hôpital, Strasbourg, 67000 France
- EA 7293 Vascular and Tissular Stress in Transplantation and FMTS, Faculty of Medicine, Strasbourg, France
| | - Sophie Caillard
- Nephrology, Nouvel Hôpital Civil, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
| | - Eric Epailly
- Cardiology, Nouvel Hôpital Civil, University Hospitals of Strasbourg, 1 Place de l'hôpital, Strasbourg, 67000 France
| | - Fabrice Hubelé
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
- ICube, University of Strasbourg/CNRS (UMR 7357) and FMTS, Faculty of Medicine, Strasbourg, France
| | - Céline Heimburger
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
| | - Izzie-Jacques Namer
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
- ICube, University of Strasbourg/CNRS (UMR 7357) and FMTS, Faculty of Medicine, Strasbourg, France
| | - Raoul Herbrecht
- Oncology and Hematology, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
| | - Cyrille Blondet
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
- ICube, University of Strasbourg/CNRS (UMR 7357) and FMTS, Faculty of Medicine, Strasbourg, France
| | - Alessio Imperiale
- Biophysics and Nuclear Medicine, Hautepierre Hospital, University Hospitals of Strasbourg, 1 Avenue Molière, Strasbourg, 67200 France
- ICube, University of Strasbourg/CNRS (UMR 7357) and FMTS, Faculty of Medicine, Strasbourg, France
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Beijst C, Elschot M, van der Velden S, de Jong HWAM. Multimodality calibration for simultaneous fluoroscopic and nuclear imaging. EJNMMI Phys 2016; 3:20. [PMID: 27576333 PMCID: PMC5005238 DOI: 10.1186/s40658-016-0156-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 08/18/2016] [Indexed: 02/08/2023] Open
Abstract
Background Simultaneous real-time fluoroscopic and nuclear imaging could benefit image-guided (oncological) procedures. To this end, a hybrid modality is currently being developed by our group, by combining a c-arm with a gamma camera and a four-pinhole collimator. Accurate determination of the system parameters that describe the position of the x-ray tube, x-ray detector, gamma camera, and collimators is crucial to optimize image quality. The purpose of this study was to develop a calibration method that estimates the system parameters used for reconstruction. A multimodality phantom consisting of five point sources was created. First, nuclear and fluoroscopic images of the phantom were acquired at several distances from the image intensifier. The system parameters were acquired using physical measurement, and multimodality images of the phantom were reconstructed. The resolution and co-registration error of the point sources were determined as a measure of image quality. Next, the system parameters were estimated using a calibration method, which adjusted the parameters in the reconstruction algorithm, until the resolution and co-registration were optimized. For evaluation, multimodality images of a second set of phantom acquisitions were reconstructed using calibrated parameter sets. Subsequently, the resolution and co-registration error of the point sources were determined as a measure of image quality. This procedure was performed five times for different noise simulations. In addition, simultaneously acquired fluoroscopic and nuclear images of two moving syringes were obtained with parameter sets from before and after calibration. Results The mean FWHM was significantly lower after calibration than before calibration for 21 out of 25 point sources. The mean co-registration error was significantly lower after calibration than before calibration for all point sources. The simultaneously acquired fluoroscopic and nuclear images showed improved co-registration after calibration as compared with before calibration. Conclusions A calibration method was presented that improves the resolution and co-registration of simultaneously acquired hybrid fluoroscopic and nuclear images by estimating the geometric parameter set as compared with a parameter set acquired by direct physical measurement. Electronic supplementary material The online version of this article (doi:10.1186/s40658-016-0156-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Casper Beijst
- Radiology and Nuclear Medicine, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands. .,Image Sciences Institute, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands.
| | - Mattijs Elschot
- Radiology and Nuclear Medicine, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands.,Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Sandra van der Velden
- Radiology and Nuclear Medicine, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands.,Image Sciences Institute, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands
| | - Hugo W A M de Jong
- Radiology and Nuclear Medicine, UMC Utrecht, P.O. Box 85500, 3508 GA, Utrecht, the Netherlands
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Abstract
PET can be used to guide percutaneous needle biopsy to the most metabolic lesion, improving diagnostic yield. PET biopsy guidance can be performed using visual or software coregistration, electromagnetic needle tracking, cone-beam computed tomography (CT), and intraprocedural PET/CT guidance. PET/CT-guided biopsies allow the sampling of lesions that may not be clearly visible on anatomic imaging, or of lesions that are morphologically normal. PET can identify suspicious locations within complex tumors that are most likely to contain important diagnostic and prognostic information.
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Affiliation(s)
- Ghassan El-Haddad
- Division of Interventional Radiology, Department of Radiology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL 33612-9416, USA.
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Abstract
Although molecular imaging has had a dramatic impact on diagnostic imaging, it has only recently begun to be integrated into interventional procedures. Its significant impact is attributed to its ability to provide noninvasive, physiologic information that supplements conventional morphologic imaging. The four major interventional opportunities for molecular imaging are, first, to provide guidance to localize a target; second, to provide tissue analysis to confirm that the target has been reached; third, to provide in-room, posttherapy assessment; and fourth, to deliver targeted therapeutics. With improved understanding and application of(18)F-FDG, as well as the addition of new molecular probes beyond(18)F-FDG, the future holds significant promise for the expansion of molecular imaging into the realm of interventional procedures.
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Affiliation(s)
- Stephen B Solomon
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York; and
| | - Francois Cornelis
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York; and Department of Radiology, Pellegrin Hospital, Bordeaux, France
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26
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Feasibility of Confocal Laser Microscopy in CT-Guided Needle Biopsy of Pulmonary and Mediastinal Tumors: A Proof-of-Concept Pilot Study. J Vasc Interv Radiol 2016; 27:275-80. [DOI: 10.1016/j.jvir.2015.10.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 09/15/2015] [Accepted: 10/09/2015] [Indexed: 12/16/2022] Open
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Simultaneous 18F-FDOPA PET/CT-Guided Biopsy and Radiofrequency Ablation of Recurrent Neuroendocrine Hepatic Metastasis. Clin Nucl Med 2015; 40:e334-5. [DOI: 10.1097/rlu.0000000000000765] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Fanchon LM, Dogan S, Moreira AL, Carlin SA, Schmidtlein CR, Yorke E, Apte AP, Burger IA, Durack JC, Erinjeri JP, Maybody M, Schöder H, Siegelbaum RH, Sofocleous CT, Deasy JO, Solomon SB, Humm JL, Kirov AS. Feasibility of in situ, high-resolution correlation of tracer uptake with histopathology by quantitative autoradiography of biopsy specimens obtained under 18F-FDG PET/CT guidance. J Nucl Med 2015; 56:538-44. [PMID: 25722446 DOI: 10.2967/jnumed.114.148668] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 01/26/2015] [Indexed: 01/17/2023] Open
Abstract
UNLABELLED Core biopsies obtained using PET/CT guidance contain bound radiotracer and therefore provide information about tracer uptake in situ. Our goal was to develop a method for quantitative autoradiography of biopsy specimens (QABS), to use this method to correlate (18)F-FDG tracer uptake in situ with histopathology findings, and to briefly discuss its potential application. METHODS Twenty-seven patients referred for a PET/CT-guided biopsy of (18)F-FDG-avid primary or metastatic lesions in different locations consented to participate in this institutional review board-approved study, which complied with the Health Insurance Portability and Accountability Act. Autoradiography of biopsy specimens obtained using 5 types of needles was performed immediately after extraction. The response of autoradiography imaging plates was calibrated using dummy specimens with known activity obtained using 2 core-biopsy needle sizes. The calibration curves were used to quantify the activity along biopsy specimens obtained with these 2 needles and to calculate the standardized uptake value, SUVARG. Autoradiography images were correlated with histopathologic findings and fused with PET/CT images demonstrating the position of the biopsy needle within the lesion. Logistic regression analysis was performed to search for an SUVARG threshold distinguishing benign from malignant tissue in liver biopsy specimens. Pearson correlation between SUVARG of the whole biopsy specimen and average SUVPET over the voxels intersected by the needle in the fused PET/CT image was calculated. RESULTS Activity concentrations were obtained using autoradiography for 20 specimens extracted with 18- and 20-gauge needles. The probability of finding malignancy in a specimen is greater than 50% (95% confidence) if SUVARG is greater than 7.3. For core specimens with preserved shape and orientation and in the absence of motion, one can achieve autoradiography, CT, and PET image registration with spatial accuracy better than 2 mm. The correlation coefficient between the mean specimen SUVARG and SUVPET was 0.66. CONCLUSION Performing QABS on core-biopsy specimens obtained using PET/CT guidance enables in situ correlation of (18)F-FDG tracer uptake and histopathology on a millimeter scale. QABS promises to provide useful information for guiding interventional radiology procedures and localized therapies and for in situ high-spatial-resolution validation of radiopharmaceutical uptake.
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Affiliation(s)
- Louise M Fanchon
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York INSERM, UMR1101, LaTIM, Brest, France
| | - Snjezana Dogan
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Andre L Moreira
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Sean A Carlin
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - C Ross Schmidtlein
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Ellen Yorke
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Aditya P Apte
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Irene A Burger
- Department of Nuclear Medicine, University Hospital, Zurich, Switzerland
| | - Jeremy C Durack
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - Joseph P Erinjeri
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - Majid Maybody
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - Heiko Schöder
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - Robert H Siegelbaum
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | | | - Joseph O Deasy
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Stephen B Solomon
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, New York; and
| | - John L Humm
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Assen S Kirov
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
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Shyn PB, Tatli S, Sahni VA, Sadow CA, Forgione K, Mauri G, Morrison PR, Catalano PJ, Silverman SG. PET/CT-guided percutaneous liver mass biopsies and ablations: targeting accuracy of a single 20 s breath-hold PET acquisition. Clin Radiol 2014; 69:410-5. [PMID: 24411824 DOI: 10.1016/j.crad.2013.11.013] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2013] [Revised: 11/10/2013] [Accepted: 11/14/2013] [Indexed: 01/02/2023]
Abstract
AIM To determine whether a single 20 s breath-hold positron-emission tomography (PET) acquisition obtained during combined PET/computed tomography (CT)-guided percutaneous liver biopsy or ablation procedures has the potential to target 2-[(18)F]-fluoro-2-deoxy-d-glucose (FDG)-avid liver masses as accurately as up to 180 s breath-hold PET acquisitions. MATERIALS AND METHODS This retrospective study included 10 adult patients with 13 liver masses who underwent FDG PET/CT-guided percutaneous biopsies (n = 5) or ablations (n = 5). PET was acquired as nine sequential 20 s, monitored, same-level breath-hold frames and CT was acquired in one monitored breath-hold. Twenty, 40, 60, and 180 s PET datasets were reconstructed. Two blinded readers marked tumour centres on randomized PET and CT datasets. Three-dimensional spatial localization differences between PET datasets and either 180 s PET or CT were analysed using multiple regression analyses. Statistical tests were two-sided and p < 0.05 was considered significant. RESULTS Targeting differences between 20 s PET and 180 s PET ranged from 0.7-20.3 mm (mean 5.3 ± 4.4 mm; median 4.3) and were not statistically different from 40 or 60 s PET (p = 0.74 and 0.91, respectively). Targeting differences between 20 s PET and CT ranged from 1.4-36 mm (mean 9.6 ± 7.1 mm; median 8.2 mm) and were not statistically different from 40, 60, or 180 s PET (p = 0.84, 0.77, and 0.35, respectively). CONCLUSION Single 20 s breath-hold PET acquisitions from PET/CT-guided percutaneous liver procedures have the potential to target FDG-avid liver masses with equivalent accuracy to 180 s summed, breath-hold PET acquisitions and may facilitate strategies that improve image registration and shorten procedure times.
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Affiliation(s)
- P B Shyn
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - S Tatli
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - V A Sahni
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - C A Sadow
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - K Forgione
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - G Mauri
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - P R Morrison
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - P J Catalano
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - S G Silverman
- Abdominal Imaging and Intervention, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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