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Paez D, Giammarile F, Brink A, García-Pérez O, Estrada-Lobato E. The Role of 18-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (18F-FDG PET/CT) in the Diagnosis and Evaluation of Spondylodiscitis. Semin Nucl Med 2024; 54:409-414. [PMID: 38688771 DOI: 10.1053/j.semnuclmed.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 04/04/2024] [Accepted: 04/04/2024] [Indexed: 05/02/2024]
Abstract
Spondylodiscitis, characterized by inflammation of the intervertebral disc and adjacent vertebral bodies, presents a diagnostic challenge due to its nonspecific clinical manifestations and variable imaging findings. This review examines the role of PET-CT with FDG, in the evaluation of spondylodiscitis, focusing on its utility in diagnosis, assessment of disease extent, treatment response monitoring, and prognostication. FDG PET-CT, by combining metabolic and anatomical imaging modalities, offers superior sensitivity and specificity compared to conventional imaging techniques in detecting infectious foci, distinguishing between infection and post-treatment changes, and identifying occult sources of infection. Additionally, FDG PET-CT facilitates the localization of infection, aiding in targeted biopsy and guiding surgical intervention. Moreover, quantitative PET parameters, such as standardized uptake values (SUVs), hold promise for predicting treatment response and prognosis. Despite its advantages, FDG PET-CT has limitations, including false-positive results in the setting of inflammation and limited availability in resource-constrained settings. Collaborative efforts between radiologists, nuclear medicine specialists, infectious disease specialists, and spine surgeons are essential to optimize the role of FDG PET-CT in the multidisciplinary management of spondylodiscitis. Further research is warranted to elucidate the cost-effectiveness and clinical impact of FDG PET-CT in this challenging clinical entity.
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Affiliation(s)
- Diana Paez
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency. Vienna, Austria
| | - Francesco Giammarile
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency. Vienna, Austria
| | - Anita Brink
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency. Vienna, Austria
| | | | - Enrique Estrada-Lobato
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency. Vienna, Austria.
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2
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Akram MSH, Levin CS, Nishikido F, Takyu S, Obata T, Yamaya T. Study on the radiofrequency transparency of partial-ring oval-shaped prototype PET inserts in a 3 T clinical MRI system. Radiol Phys Technol 2024; 17:60-70. [PMID: 37874462 DOI: 10.1007/s12194-023-00747-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/27/2023] [Accepted: 10/02/2023] [Indexed: 10/25/2023]
Abstract
The purpose of this study is to evaluate the RF field responses of partial-ring RF-shielded oval-shaped positron emission tomography (PET) inserts that are used in combination with an MRI body RF coil. Partial-ring PET insert is particularly suitable for interventional investigation (e.g., trimodal PET/MRI/ultrasound imaging) and intraoperative (e.g., robotic surgery) PET/MRI studies. In this study, we used electrically floating Faraday RF shield cages to construct different partial-ring configurations of oval and cylindrical PET inserts and performed experiments on the RF field, spin echo and gradient echo images for a homogeneous phantom in a 3 T clinical MRI system. For each geometry, partial-ring configurations were studied by removing an opposing pair or a single shield cage from different positions of the PET ring. Compared to the MRI-only case, reduction in mean RF homogeneity, flip angle, and SNR for the detector opening in the first and third quadrants was approximately 13%, 15%, and 43%, respectively, whereas the values were 8%, 23%, and 48%, respectively, for the detector openings in the second and fourth quadrants. The RF field distribution also varied for different partial-ring configurations. It can be concluded that the field penetration was high for the detector openings in the first and third quadrants of both the inserts.
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Affiliation(s)
- Md Shahadat Hossain Akram
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), 4-9-1 Anagawa, Inage, Chiba, 263-8555, Japan.
| | - Craig S Levin
- Department of Radiology, School of Medicine, Stanford University, Stanford, CA, 94305-5128, USA
| | - Fumihiko Nishikido
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), 4-9-1 Anagawa, Inage, Chiba, 263-8555, Japan
| | - Sodai Takyu
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), 4-9-1 Anagawa, Inage, Chiba, 263-8555, Japan
| | - Takayuki Obata
- Department of Applied MRI Research, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Anagawa 4-9-1, Inage, Chiba, 263-8555, Japan
| | - Taiga Yamaya
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), 4-9-1 Anagawa, Inage, Chiba, 263-8555, Japan
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3
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Liu J, Geng J. Recent progress on imaging technology and performance testing of PET/MR. RADIATION DETECTION TECHNOLOGY AND METHODS 2023. [DOI: 10.1007/s41605-022-00376-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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4
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Duan H, Baratto L, Fan RE, Soerensen SJC, Liang T, Chung BI, Thong AEC, Gill H, Kunder C, Stoyanova T, Rusu M, Loening AM, Ghanouni P, Davidzon GA, Moradi F, Sonn GA, Iagaru A. Correlation of 68Ga-RM2 PET with Postsurgery Histopathology Findings in Patients with Newly Diagnosed Intermediate- or High-Risk Prostate Cancer. J Nucl Med 2022; 63:1829-1835. [PMID: 35552245 DOI: 10.2967/jnumed.122.263971] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 05/10/2022] [Indexed: 01/11/2023] Open
Abstract
68Ga-RM2 targets gastrin-releasing peptide receptors (GRPRs), which are overexpressed in prostate cancer (PC). Here, we compared preoperative 68Ga-RM2 PET to postsurgery histopathology in patients with newly diagnosed intermediate- or high-risk PC. Methods: Forty-one men, 64.0 ± 6.7 y old, were prospectively enrolled. PET images were acquired 42-72 min (median ± SD, 52.5 ± 6.5 min) after injection of 118.4-247.9 MBq (median ± SD, 138.0 ± 22.2 MBq) of 68Ga-RM2. PET findings were compared with preoperative multiparametric MRI (mpMRI) (n = 36) and 68Ga-PSMA11 PET (n = 17) and correlated to postprostatectomy whole-mount histopathology (n = 32) and time to biochemical recurrence. Nine participants decided to undergo radiation therapy after study enrollment. Results: All participants had intermediate- (n = 17) or high-risk (n = 24) PC and were scheduled for prostatectomy. Prostate-specific antigen was 8.8 ± 77.4 (range, 2.5-504) and 7.6 ± 5.3 ng/mL (range, 2.5-28.0 ng/mL) when participants who ultimately underwent radiation treatment were excluded. Preoperative 68Ga-RM2 PET identified 70 intraprostatic foci of uptake in 40 of 41 patients. Postprostatectomy histopathology was available in 32 patients in which 68Ga-RM2 PET identified 50 of 54 intraprostatic lesions (detection rate = 93%). 68Ga-RM2 uptake was recorded in 19 nonenlarged pelvic lymph nodes in 6 patients. Pathology confirmed lymph node metastases in 16 lesions, and follow-up imaging confirmed nodal metastases in 2 lesions. 68Ga-PSMA11 and 68Ga-RM2 PET identified 27 and 26 intraprostatic lesions, respectively, and 5 pelvic lymph nodes each in 17 patients. Concordance between 68Ga-RM2 and 68Ga-PSMA11 PET was found in 18 prostatic lesions in 11 patients and 4 lymph nodes in 2 patients. Noncongruent findings were observed in 6 patients (intraprostatic lesions in 4 patients and nodal lesions in 2 patients). Sensitivity and accuracy rates for 68Ga-RM2 and 68Ga-PSMA11 (98% and 89% for 68Ga-RM2 and 95% and 89% for 68Ga-PSMA11) were higher than those for mpMRI (77% and 77%, respectively). Specificity was highest for mpMRI with 75% followed by 68Ga-PSMA11 (67%) and 68Ga-RM2 (65%). Conclusion: 68Ga-RM2 PET accurately detects intermediate- and high-risk primary PC, with a detection rate of 93%. In addition, 68Ga-RM2 PET showed significantly higher specificity and accuracy than mpMRI and a performance similar to 68Ga-PSMA11 PET. These findings need to be confirmed in larger studies to identify which patients will benefit from one or the other or both radiopharmaceuticals.
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Affiliation(s)
- Heying Duan
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Lucia Baratto
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Richard E Fan
- Department of Urology, Stanford University, Stanford, California
| | - Simon John Christoph Soerensen
- Department of Urology, Stanford University, Stanford, California.,Department of Epidemiology and Population Health, Stanford University, Stanford, California
| | - Tie Liang
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | | | | | - Harcharan Gill
- Department of Urology, Stanford University, Stanford, California
| | - Christian Kunder
- Department of Pathology, Stanford University, Stanford, California
| | - Tanya Stoyanova
- Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University, Stanford, California
| | - Mirabela Rusu
- Division of Integrative Biomedical Imaging, Department of Radiology, Stanford University, Stanford, California; and
| | - Andreas M Loening
- Division of Body MRI, Department of Radiology, Stanford University, Stanford, California
| | - Pejman Ghanouni
- Division of Body MRI, Department of Radiology, Stanford University, Stanford, California
| | - Guido A Davidzon
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Farshad Moradi
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Geoffrey A Sonn
- Department of Urology, Stanford University, Stanford, California
| | - Andrei Iagaru
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California;
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5
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Tanaka A, Sekine T, Ter Voert EEGW, Zeimpekis KG, Delso G, de Galiza Barbosa F, Warnock G, Kumita SI, Veit Haibach P, Huellner M. Reproducibility of Standardized Uptake Values Including Volume Metrics Between TOF-PET-MR and TOF-PET-CT. Front Med (Lausanne) 2022; 9:796085. [PMID: 35308500 PMCID: PMC8924656 DOI: 10.3389/fmed.2022.796085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 02/07/2022] [Indexed: 11/30/2022] Open
Abstract
Purpose To investigate the reproducibility of tracer uptake measurements, including volume metrics, such as metabolic tumor volume (MTV) and tumor lesion glycolysis (TLG) obtained by TOF-PET-CT and TOF-PET-MR. Materials and Methods Eighty consecutive patients with different oncologic diagnoses underwent TOF-PET-CT (Discovery 690; GE Healthcare) and TOF-PET-MR (SIGNA PET-MR; GE Healthcare) on the same day with single dose−18F-FDG injection. The scan order, PET-CT following or followed by PET-MR, was randomly assigned. A spherical volume of interest (VOI) of 30 mm was placed on the liver in accordance with the PERCIST criteria. For liver, the maximum and mean standard uptake value for body weight (SUV) and lean body mass (SUL) were obtained. For tumor delineation, VOI with a threshold of 40 and 50% of SUVmax was used (VOI40 and VOI50). The SUVmax, SUVmean, SUVpeak, MTV and TLG were calculated. The measurements were compared between the two scanners. Results In total, 80 tumor lesions from 35 patients were evaluated. There was no statistical difference observed in liver regions, whereas in tumor lesions, SUVmax, SUV mean, and SUVpeak of PET-MR were significantly underestimated (p < 0.001) in both VOI40 and VOI50. Among volume metrics, there was no statistical difference observed except TLG on VOI50 (p = 0.03). Correlation between PET-CT and PET-MR of each metrics were calculated. There was a moderate correlation of the liver SUV and SUL metrics (r = 0.63–0.78). In tumor lesions, SUVmax and SUVmean had a stronger correlation with underestimation in PET-MR on VOI 40 (SUVmax and SUVmean; r = 0.92 and 0.91 with slope = 0.71 and 0.72, respectively). In the evaluation of MTV and TLG, the stronger correlations were observed both on VOI40 (MTV and TLG; r = 0.75 and 0.92) and VOI50 (MTV and TLG; r = 0.88 and 0.95) between PET-CT and PET-MR. Conclusion PET metrics on TOF-PET-MR showed a good correlation with that of TOF-PET-CT. SUVmax and SUVpeak of tumor lesions were underestimated by 16% on PET-MRI. MTV with % threshold can be regarded as identical volumetric markers for both TOF-PET-CT and TOF-PET-MR.
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Affiliation(s)
- Aruki Tanaka
- Department of Radiology, Nippon Medical School Hospital, Tokyo, Japan
| | - Tetsuro Sekine
- Department of Radiology, Nippon Medical School Hospital, Tokyo, Japan.,Department of Radiology, Nippon Medical School Musashi Kosugi Hospital, Kanagawa, Japan.,Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Edwin E G W Ter Voert
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Konstantinos G Zeimpekis
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland.,Department of Nuclear Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | | | - Felipe de Galiza Barbosa
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
| | - Geoffrey Warnock
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland.,PMOD Technologies Ltd., Zurich, Switzerland
| | | | - Patrick Veit Haibach
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland.,Toronto Joint Department Medical Imaging, University Health Network, Sinai Health System, Women's College Hospital, Toronto, ON, Canada.,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Martin Huellner
- Departments of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland.,University of Zurich, Zurich, Switzerland
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6
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Akram MSH, Obata T, Nishikido F, Yamaya T. Study on the RF transparency of electrically floating and ground PET inserts in a 3T clinical MRI system. Med Phys 2022; 49:2965-2978. [PMID: 35271749 DOI: 10.1002/mp.15588] [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: 06/01/2021] [Revised: 01/17/2022] [Accepted: 02/22/2022] [Indexed: 11/10/2022] Open
Abstract
PURPOSE The positron emission tomography (PET) insert for a magnetic resonance imaging (MRI) system that implements the radiofrequency (RF) built-in body coil of the MRI system as a transmitter is designed to be RF-transparent, as the coil resides outside the RF-shielded PET ring. This approach reduces the design complexities (e.g., large PET ring diameter) related to implementing a transmit coil inside the PET ring. However, achieving the required field transmission into the imaging region of interest (ROI) becomes challenging because of the RF shield of the PET insert. In this study, a modularly RF-shielded PET insert is used to investigate the RF transparency considering two electrical configurations of the RF shield, namely the electrical floating and ground configurations. The purpose is to find the differences, advantages and disadvantages of these two configurations. METHODS Eight copper-shielded PET detector modules (intermodular gap: 3 mm) were oriented cylindrically with an inner-diameter of 234 mm. Each PET module included four-layer LYSO scintillation crystal blocks and front-end readout electronics. RF-shielded twisted-pair cables were used to connect the front-end electronics with the power sources and PET data acquisition systems located outside the MRI room. In the ground configuration, both the detector and cable shields were connected to the RF ground of the MRI system. In the floating configuration, only the RF shields of the PET modules were isolated from the RF ground. Experiments were conducted using two cylindrical homogeneous phantoms in a 3T clinical MRI system, in which the built-in body RF coil (a cylindrical volume coil of diameter 700 mm and length 540 mm) was implemented as a transceiver. RESULTS For both PET configurations, the RF and MR imaging performances were lower than those for the MRI-only case, and the MRI-system provided SAR values that were almost double. The RF homogeneity and field strength, and the SNR of the MR images were mostly higher for the floating PET configuration than they were for the ground PET configuration. However, for a shorter axial FOV of 125 mm, both configurations offered almost the same performance with high RF homogeneities (e.g., 76 ± 10%). Moreover, for both PET configurations, 56 ± 6% larger RF pulse amplitudes were required for MR imaging purposes. The increased power is mostly absorbed in the conductive shields in the form of shielding RF eddy currents; as a result, the SAR values only in the phantoms were estimated to be close to the MRI-only values. CONCLUSIONS The floating PET configuration showed higher RF transparency under all experimental setups. For a relatively short axial FOV of 125 mm, the ground configuration also performed well which indicated that an RF-penetrable PET insert with the conventional design (e.g., the ground configuration) might also become possible. However, some design modifications (e.g., a wider intermodular gap and using the RF receiver coil inside the PET insert) should improve the RF performance to the level of the MRI-only case. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Md Shahadat Hossain Akram
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science in the National Institutes for Quantum and Radiological Science and Technology (QST), 263-8555 Chiba, Inage, Anagawa 4-9-1, Japan
| | - Takayuki Obata
- Department of Applied MRI Research, National Institute of Radiological Sciences in the National Institutes for Quantum and Radiological Science and Technology (NIRS-QST), 263-8555 Chiba, Inage, Anagawa 4-9-1, Japan
| | - Fumihiko Nishikido
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science in the National Institutes for Quantum and Radiological Science and Technology (QST), 263-8555 Chiba, Inage, Anagawa 4-9-1, Japan
| | - Taiga Yamaya
- Department of Advanced Nuclear Medicine Sciences, Institute of Quantum Medical Science in the National Institutes for Quantum and Radiological Science and Technology (QST), 263-8555 Chiba, Inage, Anagawa 4-9-1, Japan
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7
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Chen K, Adeyeri O, Toueg T, Zeineh M, Mormino E, Khalighi M, Zaharchuk G. Investigating Simultaneity for Deep Learning-Enhanced Actual Ultra-Low-Dose Amyloid PET/MR Imaging. AJNR Am J Neuroradiol 2022; 43:354-360. [PMID: 35086799 PMCID: PMC8910791 DOI: 10.3174/ajnr.a7410] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 11/15/2021] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND PURPOSE Diagnostic-quality amyloid PET images can be created with deep learning using actual ultra-low-dose PET images and simultaneous structural MR imaging. Here, we investigated whether simultaneity is required; if not, MR imaging-assisted ultra-low-dose PET imaging could be performed with separate PET/CT and MR imaging acquisitions. MATERIALS AND METHODS We recruited 48 participants: Thirty-two (20 women; mean, 67.7 [SD, 7.9] years) were used for pretraining; 328 (SD, 32) MBq of [18F] florbetaben was injected. Sixteen participants (6 women; mean, 71.4 [SD. 8.7] years of age) were scanned in 2 sessions, with 6.5 (SD, 3.8) and 300 (SD, 14) MBq of [18F] florbetaben injected, respectively. Structural MR imaging was acquired simultaneously with PET (90-110 minutes postinjection) on integrated PET/MR imaging in 2 sessions. Multiple U-Net-based deep networks were trained to create diagnostic PET images. For each method, training was done with the ultra-low-dose PET as input combined with MR imaging from either the ultra-low-dose session (simultaneous) or from the standard-dose PET session (nonsimultaneous). Image quality of the enhanced and ultra-low-dose PET images was evaluated using quantitative signal-processing methods, standardized uptake value ratio correlation, and clinical reads. RESULTS Qualitatively, the enhanced images resembled the standard-dose image for both simultaneous and nonsimultaneous conditions. Three quantitative metrics showed significant improvement for all networks and no differences due to simultaneity. Standardized uptake value ratio correlation was high across different image types and network training methods, and 31/32 enhanced image pairs were read similarly. CONCLUSIONS This work suggests that accurate amyloid PET images can be generated using enhanced ultra-low-dose PET and either nonsimultaneous or simultaneous MR imaging, broadening the utility of ultra-low-dose amyloid PET imaging.
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Affiliation(s)
- K.T. Chen
- From the Department of Radiology (K.T.C., M.Z., M.K., G.Z.), Stanford University, Stanford, California,Department of Biomedical Engineering (K.T.C.), National Taiwan University, Taipei, Taiwan
| | - O. Adeyeri
- Department of Computer Science (O.A.), Salem State University, Salem, Massachusetts
| | - T.N. Toueg
- Department of Neurology and Neurological Sciences (T.N.T., E.M.), Stanford University, Stanford, California
| | - M. Zeineh
- From the Department of Radiology (K.T.C., M.Z., M.K., G.Z.), Stanford University, Stanford, California
| | - E. Mormino
- Department of Neurology and Neurological Sciences (T.N.T., E.M.), Stanford University, Stanford, California
| | - M. Khalighi
- From the Department of Radiology (K.T.C., M.Z., M.K., G.Z.), Stanford University, Stanford, California
| | - G. Zaharchuk
- From the Department of Radiology (K.T.C., M.Z., M.K., G.Z.), Stanford University, Stanford, California
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Baratto L, Song H, Duan H, Hatami N, Bagshaw HP, Buyyounouski M, Hancock S, Shah S, Srinivas S, Swift P, Moradi F, Davidzon G, Iagaru A. PSMA- and GRPR-Targeted PET: Results from 50 Patients with Biochemically Recurrent Prostate Cancer. J Nucl Med 2021; 62:1545-1549. [PMID: 33674398 PMCID: PMC8612333 DOI: 10.2967/jnumed.120.259630] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 03/01/2021] [Indexed: 01/15/2023] Open
Abstract
Novel radiopharmaceuticals for PET are being evaluated for the diagnosis of biochemical recurrence (BCR) of prostate cancer (PC). We compared the gastrin-releasing peptide receptor-targeting 68Ga-RM2 with the prostate-specific membrane antigen (PSMA)-targeting 68Ga-PSMA11 and 18F-DCFPyL. Methods: Fifty patients underwent both 68Ga-RM2 PET/MRI and 68Ga-PSMA11 (n = 23) or 18F-DCFPyL (n = 27) PET/CT at an interval ranging from 1 to 60 d (mean ± SD, 15.8 ± 17.7 d). SUVmax was collected for all lesions. Results:68Ga-RM2 PET was positive in 35 and negative in 15 of the 50 patients. 68Ga-PSMA11/18F-DCFPyL PET was positive in 37 and negative in 13 of the 50 patients. Both scans detected 70 lesions in 32 patients. Forty-three lesions in 18 patients were identified on only 1 scan: 68Ga-RM2 detected 7 more lesions in 4 patients, whereas 68Ga-PSMA11/18F-DCFPyL detected 36 more lesions in 13 patients. Conclusion:68Ga-RM2 remains a valuable radiopharmaceutical even when compared with the more widely used 68Ga-PSMA11/18F-DCFPyL in the evaluation of BCR of PC. Larger studies are needed to verify that identifying patients for whom these 2 classes of radiopharmaceuticals are complementary may ultimately allow for personalized medicine.
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Affiliation(s)
- Lucia Baratto
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Hong Song
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Heying Duan
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Negin Hatami
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Hilary P Bagshaw
- Department of Radiation Oncology, Stanford University, Stanford, California; and
| | - Mark Buyyounouski
- Department of Radiation Oncology, Stanford University, Stanford, California; and
| | - Steven Hancock
- Department of Radiation Oncology, Stanford University, Stanford, California; and
| | - Sumit Shah
- Department of Medicine, Division of Oncology, Stanford University, Stanford, California
| | - Sandy Srinivas
- Department of Medicine, Division of Oncology, Stanford University, Stanford, California
| | - Patrick Swift
- Department of Radiation Oncology, Stanford University, Stanford, California; and
| | - Farshad Moradi
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Guido Davidzon
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California
| | - Andrei Iagaru
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California;
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9
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Cohen O, John MM, Kaufman AE, Kundel V, Burschtin O, Khan S, Fayad Z, Mani V, Shah NA. Novel non-invasive assessment of upper airway inflammation in obstructive sleep apnea using positron emission tomography/magnetic resonance imaging. Sleep Breath 2021; 26:1087-1096. [PMID: 34448065 DOI: 10.1007/s11325-021-02480-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 08/10/2021] [Accepted: 08/18/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To develop a novel non-invasive technique to quantify upper airway inflammation using positron emission tomography/magnetic resonance imaging (PET/MRI) in patients with obstructive sleep apnea (OSA). METHODS Patients with treatment naïve moderate-to-severe OSA underwent [18F]-fluoro-2-deoxy-D-glucose (FDG) PET/MRI. Three readers independently performed tracings of the pharyngeal soft tissue on MRI. Standardized uptake values (SUV) were generated from region of interest (ROI) tracings on corresponding PET images. Background SUV was measured from the sternocleidomastoid muscle. SUV and target-to-background (TBR) were compared across readers using intraclass correlation coefficient (ICC) analyses. SUV from individual image slices were compared between each reader using Bland-Altman plots and Pearson correlation coefficients. All tracings were repeated by one reader for assessment of intra-reader reliability. RESULTS Five participants completed our imaging protocol and analysis. Median age, body mass index, and apnea-hypopnea index were 41 years (IQR 40.5-68.5), 32.7 kg/m2 (IQR 28.1-38.1), and 30.7 event per hour (IQR 19.5-48.1), respectively. The highest metabolic activity regions were consistently localized to palatine or lingual tonsil adjacent mucosa. Twenty-five ICC met criteria for excellent agreement. The remaining three were TBR measurements which met criteria for good agreement. Head-to-head comparisons revealed strong correlation between each reader. CONCLUSIONS Our novel imaging technique demonstrated reliable quantification of upper airway FDG avidity. This technology has implications for future work exploring local airway inflammation in individuals with OSA and exposure to pollutants. It may also serve as an assessment tool for response to OSA therapies.
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Affiliation(s)
- Oren Cohen
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Mira M John
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Audrey E Kaufman
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Vaishnavi Kundel
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Omar Burschtin
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samira Khan
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Zahi Fayad
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Venkatesh Mani
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Neomi A Shah
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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10
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Chen KT, Toueg TN, Koran MEI, Davidzon G, Zeineh M, Holley D, Gandhi H, Halbert K, Boumis A, Kennedy G, Mormino E, Khalighi M, Zaharchuk G. True ultra-low-dose amyloid PET/MRI enhanced with deep learning for clinical interpretation. Eur J Nucl Med Mol Imaging 2021; 48:2416-2425. [PMID: 33416955 PMCID: PMC8891344 DOI: 10.1007/s00259-020-05151-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 12/06/2020] [Indexed: 02/02/2023]
Abstract
PURPOSE While sampled or short-frame realizations have shown the potential power of deep learning to reduce radiation dose for PET images, evidence in true injected ultra-low-dose cases is lacking. Therefore, we evaluated deep learning enhancement using a significantly reduced injected radiotracer protocol for amyloid PET/MRI. METHODS Eighteen participants underwent two separate 18F-florbetaben PET/MRI studies in which an ultra-low-dose (6.64 ± 3.57 MBq, 2.2 ± 1.3% of standard) or a standard-dose (300 ± 14 MBq) was injected. The PET counts from the standard-dose list-mode data were also undersampled to approximate an ultra-low-dose session. A pre-trained convolutional neural network was fine-tuned using MR images and either the injected or sampled ultra-low-dose PET as inputs. Image quality of the enhanced images was evaluated using three metrics (peak signal-to-noise ratio, structural similarity, and root mean square error), as well as the coefficient of variation (CV) for regional standard uptake value ratios (SUVRs). Mean cerebral uptake was correlated across image types to assess the validity of the sampled realizations. To judge clinical performance, four trained readers scored image quality on a five-point scale (using 15% non-inferiority limits for proportion of studies rated 3 or better) and classified cases into amyloid-positive and negative studies. RESULTS The deep learning-enhanced PET images showed marked improvement on all quality metrics compared with the low-dose images as well as having generally similar regional CVs as the standard-dose. All enhanced images were non-inferior to their standard-dose counterparts. Accuracy for amyloid status was high (97.2% and 91.7% for images enhanced from injected and sampled ultra-low-dose data, respectively) which was similar to intra-reader reproducibility of standard-dose images (98.6%). CONCLUSION Deep learning methods can synthesize diagnostic-quality PET images from ultra-low injected dose simultaneous PET/MRI data, demonstrating the general validity of sampled realizations and the potential to reduce dose significantly for amyloid imaging.
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Affiliation(s)
- Kevin T. Chen
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Tyler N. Toueg
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | | | - Guido Davidzon
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Michael Zeineh
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Dawn Holley
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Harsh Gandhi
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Kim Halbert
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Athanasia Boumis
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Gabriel Kennedy
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Elizabeth Mormino
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Mehdi Khalighi
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Greg Zaharchuk
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
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Sager G, Akgun E, Abuqbeitah M, Uslu L, Asa S, Akgun MY, Beytur F, Baydili KN, Sager S. Comparison of brain F-18 FDG PET/MRI with PET/CT imaging in pediatric patients. Clin Neurol Neurosurg 2021; 206:106669. [PMID: 33984753 DOI: 10.1016/j.clineuro.2021.106669] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/05/2021] [Accepted: 04/17/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Standardized uptake values (SUVs) are important indexes for evaluating the accuracy of disease diagnoses achieved via fluoro-18 deoxyglucose (F-18 FDG) positron emission tomography/computed tomography (PET/CT) and positron emission tomography/magnetic resonance imaging (PET/MRI). The purpose of this study is to describe normal cerebral FDG uptake in the pediatric population and compare SUVmax/mean results for brain images obtained from PET/CT and PET/MRI in neurologically healthy pediatric examinees. METHODS This study included 20 patients who were < 18 years of age and were without intracranial malignancy and/or brain disorders. Patients underwent either PET/CT imaging (n = 10) or PET/MRI imaging (n = 10) after 70-80 min of F-18 FDG injection. The SUVmax and SUVmean for various brain regions were calculated and compared between sides and imaging modalities using with appropriate statistical tests. RESULTS The median SUVmax/SUVmean values of the right-sided frontal, parietal, temporal, and occipital lobes were 8.63/ 6.18, 8.85 / 6.97, 6.88 / 4.99, and 11.06 / 7.02 in PET/CT, respectively, and 11.45 / 8.59, 10.16 / 8.47, 8.82 / 6.6, and 11.71 / 8.25 in PET/MRI, respectively. The median SUVmax/SUVmean values of the left-sided frontal, parietal, temporal, and occipital lobes were 9.05 / 6.86, 8.03 / 6.62, 6.49 / 4.77, and 10.6 / 7.73 in PET/CT, respectively, and 10.7 / 8.16, 11.06 / 7.88, 8.13 / 6.09, and 10.96 / 9.22 in PET/MRI, respectively. CONCLUSIONS These results showed that there was no statistically significant difference in SUVs values between the two brain imaging modalities except from SUVmax value of left-sided parietal lobe and no asymmetric radiopharmaceutical uptake between the left and right brain regions or cerebellums in each modality, suggested that in brain imaging, PET/MRI can be used reliably instead of PET/CT.
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Affiliation(s)
- Gunes Sager
- Kartal Lutfi Kirdar Training and Research Hospital, Department of Pediatric Neurology, Istanbul, Turkey
| | - Elife Akgun
- Kirikkale Yuksek Ihtisas Hospital, Department of Nuclear Medicine, Kirikkale, Turkey.
| | - Muhammed Abuqbeitah
- Istanbul University-Cerrahpasa, School of Medicine, Department of Nuclear Medicine, Istanbul, Turkey
| | - Lebriz Uslu
- Istanbul University-Cerrahpasa, School of Medicine, Department of Nuclear Medicine, Istanbul, Turkey
| | - Sertac Asa
- Istanbul University-Cerrahpasa, School of Medicine, Department of Nuclear Medicine, Istanbul, Turkey
| | - Mehmet Yigit Akgun
- Kirikkale Yuksek Ihtisas Hospital, Department of Neurosurgery, Kirikkale, Turkey
| | - Fatih Beytur
- Istanbul University-Cerrahpasa, School of Medicine, Department of Nuclear Medicine, Istanbul, Turkey
| | | | - Sait Sager
- Istanbul University-Cerrahpasa, School of Medicine, Department of Nuclear Medicine, Istanbul, Turkey
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12
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Abstract
Cerebrovascular disease is a significant cause of cognitive impairment leading to a reduction or loss of functioning, including social and occupational. The connection cause-effect between cerebrovascular disease and cerebral infarction was originally theorized by the studies from Newcastle-Upon-Tyne, England, in the 1960s, where vascular dementia (VaD) was defined as a disease originated from several infarctions that overcome a determined threshold. It differs from Alzheimer's disease (AD), although there are various overlaps in risk factors, symptomatology, the similarity of vascular lesions, and treatment benefits. Nevertheless, AD is one-half of all cases of dementia. Cognitive impairment and dementia (VCID) has recently been proposed to include different entities such as VaD, Vascular cognitive impairment, subcortical (ischemic) VaD, and vascular cognitive disorders. VaD is the most common cause of dementia after AD. Neuroimaging is an essential part of the workup of patients with cognitive decline and in those with suspected VCID it should be used to assess the extent, location, and type of vascular lesions. Computed tomography (CT) or structural magnetic resonance imaging (MRI) are usually used for the diagnosis of vascular diseases of the brain. However, images obtained from new hybrid devices could help the neurologist in the differential diagnosis between various neuropathological entities related to VCID. Single-photon emission computed tomography (SPECT) combined with CT or MRI and positron emission tomography (PET) combined with CT or MRI represent the future of neuroimaging tools as morphological and functional data can be provided simultaneously. New prospects have been developed such as hybrid PET/SPECT/CT, a high-performance prototype able to produce high-quality images but for now suitable only for small animals. Nowadays, PET/CT and PET/MRI are good performance and high-quality instruments, even if the magnetic field of MRI represents a limitation that affects the PET electronics and positron detection ability. SPECT/MRI delineates as a potential and tempting device. It could give us both functional and anatomical details, with the advantage of lack of extra ionizing radiation and high soft-tissue contrast, important features, and considerable auxiliary for differential diagnosis in the variegate word of vascular cognitive impairment. The aim of this review is to summarize the newest viewpoints in hybrid imaging in the diagnosis of VaD and to highlight pros and cons of each methodic.
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Affiliation(s)
| | - Miriam Conte
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza University of Rome, Rome, Italy
| | - Giuseppe De Vincentis
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza University of Rome, Rome, Italy
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Chen KT, Schürer M, Ouyang J, Koran MEI, Davidzon G, Mormino E, Tiepolt S, Hoffmann KT, Sabri O, Zaharchuk G, Barthel H. Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning. Eur J Nucl Med Mol Imaging 2020; 47:2998-3007. [PMID: 32535655 PMCID: PMC7680289 DOI: 10.1007/s00259-020-04897-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 06/01/2020] [Indexed: 10/24/2022]
Abstract
PURPOSE We aimed to evaluate the performance of deep learning-based generalization of ultra-low-count amyloid PET/MRI enhancement when applied to studies acquired with different scanning hardware and protocols. METHODS Eighty simultaneous [18F]florbetaben PET/MRI studies were acquired, split equally between two sites (site 1: Signa PET/MRI, GE Healthcare, 39 participants, 67 ± 8 years, 23 females; site 2: mMR, Siemens Healthineers, 64 ± 11 years, 23 females) with different MRI protocols. Twenty minutes of list-mode PET data (90-110 min post-injection) were reconstructed as ground-truth. Ultra-low-count data obtained from undersampling by a factor of 100 (site 1) or the first minute of PET acquisition (site 2) were reconstructed for ultra-low-dose/ultra-short-time (1% dose and 5% time, respectively) PET images. A deep convolution neural network was pre-trained with site 1 data and either (A) directly applied or (B) trained further on site 2 data using transfer learning. Networks were also trained from scratch based on (C) site 2 data or (D) all data. Certified physicians determined amyloid uptake (+/-) status for accuracy and scored the image quality. The peak signal-to-noise ratio, structural similarity, and root-mean-squared error were calculated between images and their ground-truth counterparts. Mean regional standardized uptake value ratios (SUVR, reference region: cerebellar cortex) from 37 successful site 2 FreeSurfer segmentations were analyzed. RESULTS All network-synthesized images had reduced noise than their ultra-low-count reconstructions. Quantitatively, image metrics improved the most using method B, where SUVRs had the least variability from the ground-truth and the highest effect size to differentiate between positive and negative images. Method A images had lower accuracy and image quality than other methods; images synthesized from methods B-D scored similarly or better than the ground-truth images. CONCLUSIONS Deep learning can successfully produce diagnostic amyloid PET images from short frame reconstructions. Data bias should be considered when applying pre-trained deep ultra-low-count amyloid PET/MRI networks for generalization.
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Affiliation(s)
- Kevin T Chen
- Department of Radiology, Stanford University, Stanford, CA, United States.
| | - Matti Schürer
- Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany
| | - Jiahong Ouyang
- Department of Radiology, Stanford University, Stanford, CA, United States
| | - Mary Ellen I Koran
- Department of Radiology, Stanford University, Stanford, CA, United States
| | - Guido Davidzon
- Department of Radiology, Stanford University, Stanford, CA, United States
| | - Elizabeth Mormino
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Solveig Tiepolt
- Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany
| | | | - Osama Sabri
- Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany
| | - Greg Zaharchuk
- Department of Radiology, Stanford University, Stanford, CA, United States
| | - Henryk Barthel
- Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany
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Bindoli S, Galozzi P, Magnani F, Rubin L, Campi C, Doria A, Cecchin D, Sfriso P. 18F-Fluorodeoxyglucose Positron Emission Tomography and Computed Tomography With Magnetic Resonance for Diagnosing Adult-Onset Still's Disease. Front Med (Lausanne) 2020; 7:544412. [PMID: 33195296 PMCID: PMC7649810 DOI: 10.3389/fmed.2020.544412] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 09/14/2020] [Indexed: 01/21/2023] Open
Abstract
Objective: The objective of the study was to assess the advantages of 18F-fluorodeoxyglucose (FDG) positron emission tomography and computed tomography with magnetic resonance (PET/CT-MR) in diagnosing and monitoring patients with adult-onset Still's disease (AOSD). Methods: Participants in this retrospective case-control study underwent whole-body 18F-FDG-PET/CT-MR imaging. All PET scans were qualitatively and semiquantitatively analyzed using standardized uptake values (SUVs) normalized to liver uptake, i.e., we calculated the ratio (SUVr) between the minimum, maximum, and mean SUVs for different organs and tissues and the mean SUV for the liver. Disease activity scores were assessed using Pouchot's criteria. Results: Eighteen patients diagnosed with AOSD and 24 controls (non-AOSD patients diagnosed with solid tumors, excluding lymphomas) were considered. A total of 38 PET/MR and nine PET/CT scans were analyzed. AOSD patients had higher SUVr than controls. All SUVr differed significantly between the patient and control group for bone marrow, and for the spleen, the only difference lacking statistical significance concerned the ratio of the minimum SUV for spleen to the mean SUV for liver. Though limited in number, AOSD responders to therapy showed lower uptakes during the period monitored. No correlations were found between Pouchot's scores and SUVr. Conclusion: Our data revealed higher spleen and bone marrow 18F-FDG uptakes on PET/CT and PET/MR images in AOSD patients than in controls. Together with clinical examinations and laboratory data, PET/CT and PET/MR seemed more reliable than Pouchot's score in assessing disease activity.
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Affiliation(s)
- Sara Bindoli
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Paola Galozzi
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Fabio Magnani
- Nuclear Medicine Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Laura Rubin
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Cristina Campi
- Nuclear Medicine Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Andrea Doria
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Diego Cecchin
- Nuclear Medicine Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Paolo Sfriso
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
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15
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The Effect of Various β Values on Image Quality and Semiquantitative Measurements in 68Ga-RM2 and 68Ga-PSMA-11 PET/MRI Images Reconstructed With a Block Sequential Regularized Expectation Maximization Algorithm. Clin Nucl Med 2020; 45:506-513. [PMID: 32433170 DOI: 10.1097/rlu.0000000000003075] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
PURPOSE To compare the block sequential regularized expectation maximization (BSREM) algorithm with the ordered subsets expectation maximization (OSEM) algorithm and to evaluate how different penalty factors (b values) influence image quality and SUV measurements. METHODS We analyzed data from 78 prostate cancer patients who underwent Ga-RM2 (n = 42) or Ga-prostate-specific membrane antigen (PSMA)-11 (n = 36) PET/MRI. The raw PET data were retrospectively reconstructed using both time-of-flight (TOF)-BSREM with b values of 250, 350, 500, 750, and 1000 and TOF-OSEM. Each reconstruction was reviewed independently by 3 nuclear medicine physicians and scored qualitatively using a Likert scale (1 = poor, 5 = excellent quality). SUV measurements were analyzed as well. RESULTS Fifty-seven lesions were detected (21 on Ga-RM2 and 36 on Ga-PSMA-11 PET/MRI); SUVmax decreased with the increase of β values for both tracers. Background noise (SUVsd) decreased with increasing of β values for both tracers. The mean ± SD scores for Ga-RM2 PET images were 2.4 ± 0.5 for b = 250 reconstructions, 3.2 ± 0.6 for b = 350, 4 ± 0.6 for b = 500, 4.5 ± 0.5 for b = 750, 4.4 ± 0.7 for b = 1000, and 3.4 ± 0.6 for TOF-OSEM. The mean ± SD scores for Ga-PSMA-11 PET images were 3.2 ± 0.8 for b = 250 reconstructions, 4.1 ± 0.8 for b = 350, 4.7 ± 0.6 for b = 500, 4.8 ± 0.4 for b = 750, 4.7 ± 0.6 for b = 1000, and 3.8 ± 0.5 for TOF-OSEM. CONCLUSIONS Time-of-flight-BSREM algorithm improves image quality. Different b values should be used for different Ga-labeled radiopharmaceuticals such as those targeting GRPR and PSMA receptors. Once selected, the same b value should be consistently used because SUVmax measurements differ with different b values.
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Comparison of 68Ga-FAPI and 18F-FDG PET/CT in a Patient With Cholangiocellular Carcinoma: A Case Report. Clin Nucl Med 2020; 45:566-567. [PMID: 32371618 DOI: 10.1097/rlu.0000000000003056] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The present study compared Ga-FAPI and F-FDG PET/CT in a patient with cholangiocellular carcinoma. In this case, Ga-FAPI PET shows much higher tumor-to-background contrast of primary tumor and reveals more metastatic lesions, especially the micrometastases of bones, than F-FDG PET.
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17
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Caribé PRRV, Vandenberghe S, Diogo A, Pérez-Benito D, Efthimiou N, Thyssen C, D'Asseler Y, Koole M. Monte Carlo Simulations of the GE Signa PET/MR for Different Radioisotopes. Front Physiol 2020; 11:525575. [PMID: 33041852 PMCID: PMC7522581 DOI: 10.3389/fphys.2020.525575] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 08/13/2020] [Indexed: 12/28/2022] Open
Abstract
NEMA characterization of PET systems is generally based on 18F because it is the most relevant radioisotope for the clinical use of PET. 18F has a half-life of 109.7 min and decays into stable 18O via β+ emission with a probability of over 96% and a maximum positron energy of 0.633 MeV. Other commercially available PET radioisotopes, such as 82Rb and 68Ga have more complex decay schemes with a variety of prompt gammas, which can directly fall into the energy window and induce false coincidence detections by the PET scanner.
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Affiliation(s)
- Paulo R R V Caribé
- Medical Imaging and Signal Processing - MEDISIP, Ghent University, Ghent, Belgium
| | - Stefaan Vandenberghe
- Medical Imaging and Signal Processing - MEDISIP, Ghent University, Ghent, Belgium
| | - André Diogo
- Faculty of Sciences of the University of Lisbon (FCUL), Lisbon, Portugal
| | - David Pérez-Benito
- Bioengineering and Aerospace Department, Universidad Carlos III de Madrid, Madrid, Spain
| | - Nikos Efthimiou
- Department of Physics, University of York, York, United Kingdom
| | - Charlotte Thyssen
- Medical Imaging and Signal Processing - MEDISIP, Ghent University, Ghent, Belgium
| | - Yves D'Asseler
- Department of Diagnostic Sciences, Faculty of Medicine, Ghent University, Ghent, Belgium
| | - Michel Koole
- Nuclear Medicine and Molecular Imaging, Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
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Human biodistribution and radiation dosimetry of [ 18F]DASA-23, a PET probe targeting pyruvate kinase M2. Eur J Nucl Med Mol Imaging 2020; 47:2123-2130. [PMID: 31938892 DOI: 10.1007/s00259-020-04687-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 01/05/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE To assess the safety, biodistribution, and radiation dosimetry of the novel positron emission tomography (PET) radiopharmaceutical 1-((2-fluoro-6-[[18F]]fluorophenyl)sulfonyl)-4-((4-methoxyphenyl)sulfonyl)piperazine ([18F]DASA-23) in healthy volunteers. METHODS We recruited 5 healthy volunteers who provided a written informed consent. Volunteers were injected with 295.0 ± 8.2 MBq of [18F]DASA-23 intravenously. Immediately following injection, a dynamic scan of the brain was acquired for 15 min. This was followed by serial whole-body PET/MRI scans acquired up to 3 h post-injection. Blood samples were collected at regular intervals, and vital signs monitored pre- and post-radiotracer administration. Regions of interest were drawn around multiple organs, time-activity curves were calculated, and organ uptake and dosimetry were estimated with OLINDA/EXM (version 1.1) software. RESULTS All subjects tolerated the PET/MRI examination, without adverse reactions to [18F]DASA-23. [18F]DASA-23 passively crossed the blood-brain barrier, followed by rapid clearance from the brain. High accumulation of [18F]DASA-23 was noted in organs such as the gallbladder, liver, small intestine, and urinary bladder, suggesting hepatobiliary and urinary clearance. The effective dose of [18F]DASA-23 was 23.5 ± 5.8 μSv/MBq. CONCLUSION We successfully completed a pilot first-in-human study of [18F]DASA-23. Our results indicate that [18F]DASA-23 can be used safely in humans to evaluate pyruvate kinase M2 levels. Ongoing studies are evaluating the ability of [18F]DASA-23 to visualize intracranial malignancies, NCT03539731. TRIAL REGISTRATION ClinicalTrials.gov , NCT03539731 (registered 28 May 2018).
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Abstract
Purpose: We proposed and developed a new microstrip transmission line radiofrequency (RF) coil for a positron emission tomography (PET) insert for MRI, which has low electrical interactions with PET shield boxes. We performed imaging experiments using a single-channel and a four-channel proposed RF coils for proof-of-concept. Methods: A conventional microstrip coil consists of a microstrip conductor, a ground conductor, and a dielectric between the two conductors. We proposed a microstrip coil for the PET insert that replaced the conventional single-layer ground conductor with the RF shield of the PET insert. A dielectric material, which could otherwise attenuate gamma photons radiated from the PET imaging tracer, was not used. As proof-of-concept, we compared conventional and the proposed single-channel coils. To study multichannel performance, we further developed a four-channel proposed RF coil. Since the MRI system had a single-channel transmission port, an interfacing four-way RF power division circuit was designed. The coils were implemented as both RF transmitters and receivers in a cylindrical frame of diameter 150 mm. Coil bench performances were tested with a network analyzer (Rohde & Schwarz, Germany), and a homogeneous phantom study was conducted for gradient echo imaging and RF field (B1) mapping in a 3T clinical MRI system (Verio, Siemens, Erlangen, Germany). Results: For all coils, the power reflection coefficient was below −30 dB, and the transmission coefficients in the four-channel configuration were near or below −20 dB. The comparative single-channel coil study showed good similarity between the conventional and proposed coils. The gradient echo image of the four-channel coil showed expected flashing image intensity near the coils and no phase distortion was visible. Transmit B1 field map resembled the image performance. Conclusion: The proposed PET-microstrip coil performed similarly to the conventional microstrip transmission line coil and is promising for the development of a compact coil-PET system capable of simultaneous PET/MRI analysis with an existing MRI system.
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Affiliation(s)
- Md Shahadat Hossain Akram
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology
| | - Takayuki Obata
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology
| | - Taiga Yamaya
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology
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Initial experience with a PET/computed tomography system using silicon photomultiplier detectors. Nucl Med Commun 2019; 40:1174-1178. [PMID: 31568189 DOI: 10.1097/mnm.0000000000001088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE A PET/computed tomography (CT) that uses silicon photomultiplier (SiPM) technology was installed at our institution. Here, we report the initial use of the new scanner and evaluate the image quality in comparison to standard PET/CT scanners. PROCEDURES Seventy-two patients were scanned first using standard PET/CT followed immediately by the new PET/CT system. Images from the new PET/CT system were reconstructed using a conventional [non time-of-flight (TOF)] algorithm, TOF alone and TOF in combination with BSREM. Images from standard PET/CT were reconstructed using clinical standard-of-care settings. Three blinded readers randomly reviewed four datasets (standard, non-TOF, TOF alone, TOF+BSREM) per patient for image quality using a five-point Likert scale. SUV measurements for the single most avid lesion on each dataset were also recorded. RESULTS Datasets from the new scanner had higher image quality (P < 0.001) and SUV measurements (P < 0.001) compared with the standard scanners, and scores further improved when TOF and BSREM algorithms were added (mean scores for standard, non-TOF, TOF alone and TOF+BSREM were 3.1, 3.9, 4.3 and 5.0, respectively; mean SUVmax for hottest lesion were 8.8, 10.3, 10.7 and 13.3, respectively). CONCLUSION The SiPM-based PET/CT system outperforms two standard Bismuth germanium oxide- and Lutetium-yttrium oxyorthosilicate-based scanners in terms of image quality, with further benefits added using TOF and BSREM. This may be beneficial for detecting small lesions and more accurate disease staging.
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Ouyang J, Chen KT, Gong E, Pauly J, Zaharchuk G. Ultra-low-dose PET reconstruction using generative adversarial network with feature matching and task-specific perceptual loss. Med Phys 2019; 46:3555-3564. [PMID: 31131901 PMCID: PMC6692211 DOI: 10.1002/mp.13626] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 04/02/2019] [Accepted: 05/05/2019] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Our goal was to use a generative adversarial network (GAN) with feature matching and task-specific perceptual loss to synthesize standard-dose amyloid Positron emission tomography (PET) images of high quality and including accurate pathological features from ultra-low-dose PET images only. METHODS Forty PET datasets from 39 participants were acquired with a simultaneous PET/MRI scanner following injection of 330 ± 30 MBq of the amyloid radiotracer 18F-florbetaben. The raw list-mode PET data were reconstructed as the standard-dose ground truth and were randomly undersampled by a factor of 100 to reconstruct 1% low-dose PET scans. A 2D encoder-decoder network was implemented as the generator to synthesize a standard-dose image and a discriminator was used to evaluate them. The two networks contested with each other to achieve high-visual quality PET from the ultra-low-dose PET. Multi-slice inputs were used to reduce noise by providing the network with 2.5D information. Feature matching was applied to reduce hallucinated structures. Task-specific perceptual loss was designed to maintain the correct pathological features. The image quality was evaluated by peak signal-to-noise ratio (PSNR), structural similarity (SSIM), and root mean square error (RMSE) metrics with and without each of these modules. Two expert radiologists were asked to score image quality on a 5-point scale and identified the amyloid status (positive or negative). RESULTS With only low-dose PET as input, the proposed method significantly outperformed Chen et al.'s method (Chen et al. Radiology. 2018;290:649-656) (which shows the best performance in this task) with the same input (PET-only model) by 1.87 dB in PSNR, 2.04% in SSIM, and 24.75% in RMSE. It also achieved comparable results to Chen et al.'s method which used additional magnetic resonance imaging (MRI) inputs (PET-MR model). Experts' reading results showed that the proposed method could achieve better overall image quality and maintain better pathological features indicating amyloid status than both PET-only and PET-MR models proposed by Chen et al. CONCLUSION: Standard-dose amyloid PET images can be synthesized from ultra-low-dose images using GAN. Applying adversarial learning, feature matching, and task-specific perceptual loss are essential to ensure image quality and the preservation of pathological features.
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Affiliation(s)
- Jiahong Ouyang
- Department of RadiologyStanford UniversityStanfordCA94305USA
| | - Kevin T. Chen
- Department of RadiologyStanford UniversityStanfordCA94305USA
| | | | - John Pauly
- Department of Electrical EngineeringStanford UniversityStanfordCA94305USA
| | - Greg Zaharchuk
- Department of RadiologyStanford UniversityStanfordCA94305USA
- Subtle MedicalMenlo ParkCA94025USA
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NEMA NU 2-2007 performance characteristics of GE Signa integrated PET/MR for different PET isotopes. EJNMMI Phys 2019; 6:11. [PMID: 31273558 PMCID: PMC6609673 DOI: 10.1186/s40658-019-0247-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 06/14/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fully integrated PET/MR systems are being used frequently in clinical research and routine. National Electrical Manufacturers Association (NEMA) characterization of these systems is generally done with 18F which is clinically the most relevant PET isotope. However, other PET isotopes, such as 68Ga and 90Y, are gaining clinical importance as they are of specific interest for oncological applications and for follow-up of 90Y-based radionuclide therapy. These isotopes have a complex decay scheme with a variety of prompt gammas in coincidence. 68Ga and 90Y have higher positron energy and, because of the larger positron range, there may be interference with the magnetic field of the MR compared to 18F. Therefore, it is relevant to determine the performance of PET/MR for these clinically relevant and commercially available isotopes. METHODS NEMA NU 2-2007 performance measurements were performed for characterizing the spatial resolution, sensitivity, image quality, and the accuracy of attenuation and scatter corrections for 18F, 68Ga, and 90Y. Scatter fraction and noise equivalent count rate (NECR) tests were performed using 18F and 68Ga. All phantom data were acquired on the GE Signa integrated PET/MR system, installed in UZ Leuven, Belgium. RESULTS 18F, 68Ga, and 90Y NEMA performance tests resulted in substantially different system characteristics. In comparison with 18F, the spatial resolution is about 1 mm larger in the axial direction for 68Ga and no significative effect was found for 90Y. The impact of this lower resolution is also visible in the recovery coefficients of the smallest spheres of 68Ga in image quality measurements, where clearly lower values are obtained. For 90Y, the low number of counts leads to a large variability in the image quality measurements. The primary factor for the sensitivity change is the scale factor related to the positron emission fraction. There is also an impact on the peak NECR, which is lower for 68Ga than for 18F and appears at higher activities. CONCLUSIONS The system performance of GE Signa integrated PET/MR was substantially different, in terms of NEMA spatial resolution, image quality, and NECR for 68Ga and 90Y compared to 18F. But these differences are compensated by the PET/MR scanner technologies and reconstructions methods.
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Chen KT, Gong E, de Carvalho Macruz FB, Xu J, Boumis A, Khalighi M, Poston KL, Sha SJ, Greicius MD, Mormino E, Pauly JM, Srinivas S, Zaharchuk G. Ultra-Low-Dose 18F-Florbetaben Amyloid PET Imaging Using Deep Learning with Multi-Contrast MRI Inputs. Radiology 2019; 290:649-656. [PMID: 30526350 PMCID: PMC6394782 DOI: 10.1148/radiol.2018180940] [Citation(s) in RCA: 160] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 10/05/2018] [Accepted: 10/23/2018] [Indexed: 01/17/2023]
Abstract
Purpose To reduce radiotracer requirements for amyloid PET/MRI without sacrificing diagnostic quality by using deep learning methods. Materials and Methods Forty data sets from 39 patients (mean age ± standard deviation [SD], 67 years ± 8), including 16 male patients and 23 female patients (mean age, 66 years ± 6 and 68 years ± 9, respectively), who underwent simultaneous amyloid (fluorine 18 [18F]-florbetaben) PET/MRI examinations were acquired from March 2016 through October 2017 and retrospectively analyzed. One hundredth of the raw list-mode PET data were randomly chosen to simulate a low-dose (1%) acquisition. Convolutional neural networks were implemented with low-dose PET and multiple MR images (PET-plus-MR model) or with low-dose PET alone (PET-only) as inputs to predict full-dose PET images. Quality of the synthesized images was evaluated while Bland-Altman plots assessed the agreement of regional standard uptake value ratios (SUVRs) between image types. Two readers scored image quality on a five-point scale (5 = excellent) and determined amyloid status (positive or negative). Statistical analyses were carried out to assess the difference of image quality metrics and reader agreement and to determine confidence intervals (CIs) for reading results. Results The synthesized images (especially from the PET-plus-MR model) showed marked improvement on all quality metrics compared with the low-dose image. All PET-plus-MR images scored 3 or higher, with proportions of images rated greater than 3 similar to those for the full-dose images (-10% difference [eight of 80 readings], 95% CI: -15%, -5%). Accuracy for amyloid status was high (71 of 80 readings [89%]) and similar to intrareader reproducibility of full-dose images (73 of 80 [91%]). The PET-plus-MR model also had the smallest mean and variance for SUVR difference to full-dose images. Conclusion Simultaneously acquired MRI and ultra-low-dose PET data can be used to synthesize full-dose-like amyloid PET images. © RSNA, 2018 Online supplemental material is available for this article. See also the editorial by Catana in this issue.
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Affiliation(s)
- Kevin T. Chen
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Enhao Gong
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Fabiola Bezerra de Carvalho Macruz
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Junshen Xu
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Athanasia Boumis
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Mehdi Khalighi
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Kathleen L. Poston
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Sharon J. Sha
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Michael D. Greicius
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Elizabeth Mormino
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - John M. Pauly
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Shyam Srinivas
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
| | - Greg Zaharchuk
- From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.),
Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences
(A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd,
Stanford, CA 94305; Department of Engineering Physics, Tsinghua University,
Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle
Medical, Menlo Park, CA (E.G.)
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Abstract
Bone is the most common site of metastases from advanced breast cancer. Whole-body bone scintigraphy has been most frequently used in the process of managing cancer patients; its advantage is that it provides rapid whole-body imaging for screening of osteoblastic or sclerotic/mixed bone metastases at reasonable cost. Recent advanced techniques, such as single-photon emission computed tomography (SPECT)/CT, quantitative analysis, and bone scan index, contribute to better understanding of the disease state. More recent advances in machines and PET drugs improve the staging of the skeleton with higher sensitivity and specificity.
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Alharbi AA, Alshehri FM, Albatly AA, Sah BR, Schmid C, Huber GF, Huellner MW. [ 18F]Fluorocholine Uptake of Parathyroid Adenoma Is Correlated with Parathyroid Hormone Level. Mol Imaging Biol 2018; 20:857-867. [PMID: 29508264 DOI: 10.1007/s11307-018-1179-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
PURPOSE The aim of the study was to investigate the relationship between [18F]fluoromethyl-dimethyl-2-hydroxyethylammonium ([18F]FCh) positron emission tomography (PET) parameters, laboratory parameters, and postoperative histopathological results in patients with primary hyperparathyroidism (pHPT) due to parathyroid adenomas. PROCEDURES This retrospective study was conducted in 52 patients with biochemically proven pHPT. [18F]FCh-PET parameters (maximum standardized uptake value: SUVmax) in early phase (after 2 min) and late phase (after 50 min), metabolic volume, and adenoma-to-background ratio (ABR), preoperative laboratory results (PTH and serum calcium concentration), and postoperative histopathology (location, size, volume, and weight of adenoma) were assessed. Relationship of PET parameters, laboratory parameters, and histopathological parameters was assessed using the Mann-Whitney U test and Spearman correlation coefficient. MRI characteristics of parathyroid adenomas were also analyzed. RESULTS The majority of patients underwent a PET/MR scan, 42 patients (80.7 %); 10 patients (19.3 %) underwent PET/CT. We found a strong positive correlation between late-phase SUVmax and preoperative PTH level (r = 0.768, p < 0.001) and between late-phase ABR and preoperative PTH level (r = 0.680, p < 0.001). The surgical specimen volume was positively correlated with the PET/MR lesion volume (r = 0.659, p < 0.001). No significant association was observed between other [18F]FCh-PET parameters, laboratory parameters, and histopathological findings. Cystic adenomas were larger than non-cystic adenomas (p = 0.048). CONCLUSIONS [18F]FCh uptake of parathyroid adenomas is strongly correlated with preoperative PTH serum concentration. Therefore, the preoperative PTH level might potentially be able to predict success of [18F]FCh-PET imaging in hyperparathyroidism, with higher lesion-to-background ratios being expected in patients with high PTH. PET/MR is accurate in estimating the volume of parathyroid adenomas.
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Affiliation(s)
- Abdullah A Alharbi
- Department of Nuclear Medicine, University Hospital Zurich / University of Zurich, Rämistrasse 100, 8091, Zurich, Switzerland.
| | - Fahad M Alshehri
- Department of Neuroradiology, University Hospital Zurich, Frauenklinikstrasse 10, Zurich, 8091, Switzerland
| | - Abdulrahman A Albatly
- Department of Nuclear Medicine, University Hospital Zurich / University of Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Bert-Ram Sah
- Department of Nuclear Medicine, University Hospital Zurich / University of Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Christoph Schmid
- Department of Endocrinology, Diabetes, and Clinical Nutrition, University Hospital Zurich, Rämistrasse 100, Zurich, 8091, Switzerland
| | - Gerhard F Huber
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, Frauenklinikstrasse 24, Zurich, 8091, Switzerland
| | - Martin W Huellner
- Department of Nuclear Medicine, University Hospital Zurich / University of Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
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Oehmigen M, Lindemann ME, Gratz M, Neji R, Hammers A, Sauer M, Lanz T, Quick HH. A dual-tuned 13 C/ 1 H head coil for PET/MR hybrid neuroimaging: Development, attenuation correction, and first evaluation. Med Phys 2018; 45:4877-4887. [PMID: 30182463 DOI: 10.1002/mp.13171] [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: 04/02/2018] [Revised: 07/11/2018] [Accepted: 08/20/2018] [Indexed: 02/03/2023] Open
Abstract
PURPOSE This study aims to develop, implement, and evaluate a dual-tuned 13 C/1 H head coil for integrated positron emission tomography/magnetic resonance (PET/MR) neuroimaging. The radiofrequency (RF) head coil is designed for optimized MR imaging performance and PET transparency and attenuation correction (AC) is applied for accurate PET quantification. MATERIAL AND METHODS A dual-tuned 13 C/1 H RF head coil featuring a 16-rung birdcage was designed to be used for integrated PET/MR hybrid imaging. While the open birdcage design can be considered inherently PET transparent, all further electronic RF components were placed as far as possible outside of the field-of-view (FOV) of the PET detectors. The RF coil features a rigid geometry and thin-walled casing. Attenuation correction of the RF head coil is performed by generating and applying a dedicated 3D CT-based template attenuation map (μmap). Attenuation correction was systematically evaluated in phantom experiments using a large-volume cylindrical emission phantom filled with 18-F-Fluordesoxyglucose (FDG) radiotracer. The PET/MR imaging performance and PET attenuation correction were then evaluated in a patient study including six patients. RESULTS The dual-tuned RF head coil causes a mean relative attenuation difference of 8.8% across the volume of the cylindrical phantom, while the local relative differences range between 1% and 25%. Applying attenuation correction, the relative difference between the two measurements with and without RF coil is reduced to mean value of 0.5%, with local differences of ±3.6%. The quantitative results of the phantom measurements were corroborated by patient PET/MR measurements. Patient scans using the RF head coil show a decrease of PET signal of 5.17% ± 0.81% when compared to the setup without RF head coil in place, which served as a reference scan. When applying attenuation correction of the RF coil in the patient measurements, the mean difference to a measurement without RF coil was reduced to -0.87% ± 0.65%. CONCLUSION A dual-tuned 13 C/1 H RF head coil was designed and evaluated regarding its potential use in integrated PET/MR hybrid imaging. Attenuation correction was successfully applied. In conclusion, the RF head coil was successfully integrated into PET/MR hybrid imaging and can now be used for 13 C/1 H multinuclear hybrid neuroimaging in future studies.
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Affiliation(s)
- Mark Oehmigen
- High-Field and Hybrid MR Imaging, University Hospital Essen, Essen, Germany
| | - Maike E Lindemann
- High-Field and Hybrid MR Imaging, University Hospital Essen, Essen, Germany
| | - Marcel Gratz
- High-Field and Hybrid MR Imaging, University Hospital Essen, Essen, Germany.,Erwin L. Hahn Institute for MR Imaging, University Duisburg-Essen, Essen, Germany
| | - Radhouene Neji
- MR Research Collaborations, Siemens Healthcare, Frimley, UK.,Division of Imaging Sciences and Biomedical Engineering, King's College London, London, UK
| | - Alexander Hammers
- Division of Imaging Sciences and Biomedical Engineering, King's College London, London, UK
| | | | | | - Harald H Quick
- High-Field and Hybrid MR Imaging, University Hospital Essen, Essen, Germany.,Erwin L. Hahn Institute for MR Imaging, University Duisburg-Essen, Essen, Germany
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27
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Wangerin KA, Baratto L, Khalighi MM, Hope TA, Gulaka PK, Deller TW, Iagaru AH. Clinical Evaluation of 68Ga-PSMA-II and 68Ga-RM2 PET Images Reconstructed With an Improved Scatter Correction Algorithm. AJR Am J Roentgenol 2018; 211:655-660. [PMID: 29873506 DOI: 10.2214/ajr.17.19356] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Gallium-68-labeled radiopharmaceuticals pose a challenge for scatter estimation because their targeted nature can produce high contrast in these regions of the kidneys and bladder. Even small errors in the scatter estimate can result in washout artifacts. Administration of diuretics can reduce these artifacts, but they may result in adverse events. Here, we investigated the ability of algorithmic modifications to mitigate washout artifacts and eliminate the need for diuretics or other interventions. MATERIALS AND METHODS The model-based scatter algorithm was modified to account for PET/MRI scanner geometry and challenges of non-FDG tracers. Fifty-three clinical 68Ga-RM2 and 68Ga-PSMA-11 whole-body images were reconstructed using the baseline scatter algorithm. For comparison, reconstruction was also processed with modified sampling in the single-scatter estimation and with an offset in the scatter tail-scaling process. None of the patients received furosemide to attempt to decrease the accumulation of radiopharmaceuticals in the bladder. The images were scored independently by three blinded reviewers using the 5-point Likert scale. RESULTS The scatter algorithm improvements significantly decreased or completely eliminated the washout artifacts. When comparing the baseline and most improved algorithm, the image quality increased and image artifacts were reduced for both 68Ga-RM2 and for 68Ga-PSMA-11 in the kidneys and bladder regions. CONCLUSION Image reconstruction with the improved scatter correction algorithm mitigated washout artifacts and recovered diagnostic image quality in 68Ga PET, indicating that the use of diuretics may be avoided.
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Affiliation(s)
| | - Lucia Baratto
- 2 Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, 300 Pasteur Dr, H2200, Stanford, CA 94305
| | | | - Thomas A Hope
- 3 Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA
| | - Praveen K Gulaka
- 4 Department of Radiology, PET-MRI Research Program, Stanford University, Stanford, CA
| | | | - Andrei H Iagaru
- 2 Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, 300 Pasteur Dr, H2200, Stanford, CA 94305
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Park SY, Zacharias C, Harrison C, Fan RE, Kunder C, Hatami N, Giesel F, Ghanouni P, Daniel B, Loening AM, Sonn GA, Iagaru A. Gallium 68 PSMA-11 PET/MR Imaging in Patients with Intermediate- or High-Risk Prostate Cancer. Radiology 2018; 288:495-505. [PMID: 29786490 DOI: 10.1148/radiol.2018172232] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Purpose To report the results of dual-time-point gallium 68 (68Ga) prostate-specific membrane antigen (PSMA)-11 positron emission tomography (PET)/magnetic resonance (MR) imaging prior to prostatectomy in patients with intermediate- or high-risk cancer. Materials and Methods Thirty-three men who underwent conventional imaging as clinically indicated and who were scheduled for radical prostatectomy with pelvic lymph node dissection were recruited for this study. A mean dose of 4.1 mCi ± 0.7 (151.7 MBq ± 25.9) of 68Ga-PSMA-11 was administered. Whole-body images were acquired starting 41-61 minutes after injection by using a GE SIGNA PET/MR imaging unit, followed by an additional pelvic PET/MR imaging acquisition at 87-125 minutes after injection. PET/MR imaging findings were compared with findings at multiparametric MR imaging (including diffusion-weighted imaging, T2-weighted imaging, and dynamic contrast material-enhanced imaging) and were correlated with results of final whole-mount pathologic examination and pelvic nodal dissection to yield sensitivity and specificity. Dual-time-point metabolic parameters (eg, maximum standardized uptake value [SUVmax]) were compared by using a paired t test and were correlated with clinical and histopathologic variables including prostate-specific antigen level, Gleason score, and tumor volume. Results Prostate cancer was seen at 68Ga-PSMA-11 PET in all 33 patients, whereas multiparametric MR imaging depicted Prostate Imaging Reporting and Data System (PI-RADS) 4 or 5 lesions in 26 patients and PI-RADS 3 lesions in four patients. Focal uptake was seen in the pelvic lymph nodes in five patients. Pathologic examination confirmed prostate cancer in all patients, as well as nodal metastasis in three. All patients with normal pelvic nodes in PET/MR imaging had no metastases at pathologic examination. The accumulation of 68Ga-PSMA-11 increased at later acquisition times, with higher mean SUVmax (15.3 vs 12.3, P < .001). One additional prostate cancer was identified only at delayed imaging. Conclusion This study found that 68Ga-PSMA-11 PET can be used to identify prostate cancer, while MR imaging provides detailed anatomic guidance. Hence, 68Ga-PSMA-11 PET/MR imaging provides valuable diagnostic information and may inform the need for and extent of pelvic node dissection.
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Affiliation(s)
- Sonya Youngju Park
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Claudia Zacharias
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Caitlyn Harrison
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Richard E Fan
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Christian Kunder
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Negin Hatami
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Frederik Giesel
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Pejman Ghanouni
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Bruce Daniel
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Andreas M Loening
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Geoffrey A Sonn
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
| | - Andrei Iagaru
- From the Division of Nuclear Medicine and Molecular Imaging (S.Y.P., C.Z., C.H., N.H., A.I.) and Departments of Urology (R.E.F., G.A.S.), Pathology (C.K.), and Radiology (P.G., B.D., A.M.L.), Stanford University Medical Center, 300 Pasteur Dr, Room H-2200, Stanford, CA 94305; and Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany (F.G.)
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Sonni I, Baratto L, Park S, Hatami N, Srinivas S, Davidzon G, Gambhir SS, Iagaru A. Initial experience with a SiPM-based PET/CT scanner: influence of acquisition time on image quality. EJNMMI Phys 2018; 5:9. [PMID: 29666972 PMCID: PMC5904089 DOI: 10.1186/s40658-018-0207-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 02/21/2018] [Indexed: 12/21/2022] Open
Abstract
Background A newly introduced PET/CT scanner (Discovery Meaningful Insights—DMI, GE Healthcare) includes the silicon photomultiplier (SiPM) with time-of-flight (TOF) technology first used in the GE SIGNA PET/MRI. In this study, we investigated the impact of various acquisition times on image quality using this SiPM-based PET/CT. Methods We reviewed data from 58 participants with cancer who were scanned using the DMI PET/CT scanner. The administered dosages ranged 295.3–429.9 MBq (mean ± SD 356.3 ± 37.4) and imaging started at 71–142 min (mean ± SD 101.41 ± 17.52) after administration of the radiopharmaceutical. The patients’ BMI ranged 19.79–46.16 (mean ± SD 26.55 ± 5.53). We retrospectively reconstructed the raw TOF data at 30, 60, 90, and 120 s/bed and at the standard image acquisition time per clinical protocol (180 or 210 s/bed depending on BMI). Each reconstruction was reviewed blindly by two nuclear medicine physicians and scored 1–5 (1—poor, 5—excellent quality). The liver signal-to-noise ratio (SNR) was used as a quantitative measure of image quality. Results The average scores ± SD of the readers were 2.61 ± 0.83, 3.70 ± 0.92, 4.36 ± 0.82, 4.82 ± 0.39, and 4.91 ± 0.91 for the 30, 60, 90, and 120 s/bed and at standard acquisition time, respectively. Inter-reader agreement on image quality assessment was good, with a weighted kappa of 0.80 (95% CI 0.72–0.81). In the evaluation of the effects of time per bed acquisition on semi-quantitative measurements, we found that the only time point significantly different from the standard time were 30 and 60 s (both with P < 0.001). The effects of dose and BMI were not statistically significant (P = 0.195 and 0.098, respectively). There was a significant positive effect of time on SNR (P < 0.001), as well as a significant negative effect of weight (P < 0.001). Conclusions Our results suggest that despite significant delays from injection to imaging (due to comparison with standard PET/CT) compared to standard clinical operations and even in a population with average BMI > 25, images can be acquired as fast as 90 s/bed using the SiPM PET/CT and still result in very good image quality (average score > 4).
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Affiliation(s)
- Ida Sonni
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA.,Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Lab, Berkeley, CA, USA
| | - Lucia Baratto
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Sonya Park
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Negin Hatami
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Shyam Srinivas
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Guido Davidzon
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Sanjiv Sam Gambhir
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA.,Molecular Imaging Program at Stanford, Department of Radiology, Stanford University, Stanford, CA, USA
| | - Andrei Iagaru
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA.
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30
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Tsujikawa T, Tsuyoshi H, Kanno M, Yamada S, Kobayashi M, Narita N, Kimura H, Fujieda S, Yoshida Y, Okazawa H. Selected PET radiomic features remain the same. Oncotarget 2018; 9:20734-20746. [PMID: 29755685 PMCID: PMC5945508 DOI: 10.18632/oncotarget.25070] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 03/24/2018] [Indexed: 01/12/2023] Open
Abstract
Purpose We investigated whether PET radiomic features are affected by differences in the scanner, scan protocol, and lesion location using 18F-FDG PET/CT and PET/MR scans. Results SUV, TMR, skewness, kurtosis, entropy, and homogeneity strongly correlated between PET/CT and PET/MR images. SUVs were significantly higher on PET/MR0-2 min and PET/MR0-10 min than on PET/CT in gynecological cancer (p = 0.008 and 0.008, respectively), whereas no significant difference was observed between PET/CT, PET/MR0–2 min, and PET/MR0–10 min images in oral cavity/oropharyngeal cancer. TMRs on PET/CT, PET/MR0–2 min, and PET/MR0–10 min increased in this order in gynecological cancer and oral cavity/oropharyngeal cancer. In contrast to conventional and histogram indices, 4 textural features (entropy, homogeneity, SRE, and LRE) were not significantly different between PET/CT, PET/MR0–2 min, and PET/MR0–10 min images. Conclusions 18F-FDG PET radiomic features strongly correlated between PET/CT and PET/MR images. Dixon-based attenuation correction on PET/MR images underestimated tumor tracer uptake more significantly in oral cavity/oropharyngeal cancer than in gynecological cancer. 18F-FDG PET textural features were affected less by differences in the scanner and scan protocol than conventional and histogram features, possibly due to the resampling process using a medium bin width. Methods Eight patients with gynecological cancer and 7 with oral cavity/oropharyngeal cancer underwent a whole-body 18F-FDG PET/CT scan and regional PET/MR scan in one day. PET/MR scans were performed for 10 minutes in the list mode, and PET/CT and 0–2 min and 0–10 min PET/MR images were reconstructed. The standardized uptake value (SUV), tumor-to-muscle SUV ratio (TMR), skewness, kurtosis, entropy, homogeneity, short-run emphasis (SRE), and long-run emphasis (LRE) were compared between PET/CT, PET/MR0-2 min, and PET/MR0-10 min images.
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Affiliation(s)
- Tetsuya Tsujikawa
- Biomedical Imaging Research Center, University of Fukui, Fukui, Japan
| | - Hideaki Tsuyoshi
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Masafumi Kanno
- Department of Otolaryngology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Shizuka Yamada
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Masato Kobayashi
- Wellness Promotion Science Center, College of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Norihiko Narita
- Department of Otolaryngology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Hirohiko Kimura
- Department of Radiology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Shigeharu Fujieda
- Department of Otolaryngology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Yoshio Yoshida
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Hidehiko Okazawa
- Biomedical Imaging Research Center, University of Fukui, Fukui, Japan
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Hjørnevik T, Cipriano PW, Shen B, Park JH, Gulaka P, Holley D, Gandhi H, Yoon D, Mittra ES, Zaharchuk G, Gambhir SS, McCurdy CR, Chin FT, Biswal S. Biodistribution and Radiation Dosimetry of 18F-FTC-146 in Humans. J Nucl Med 2017; 58:2004-2009. [PMID: 28572487 PMCID: PMC6944163 DOI: 10.2967/jnumed.117.192641] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Accepted: 05/16/2017] [Indexed: 01/27/2023] Open
Abstract
The purpose of this study was to assess safety, biodistribution, and radiation dosimetry in humans for the highly selective σ-1 receptor PET agent 18F-6-(3-fluoropropyl)-3-(2-(azepan-1-yl)ethyl)benzo[d]thiazol-2(3H)-one (18F-FTC-146). Methods: Ten healthy volunteers (5 women, 5 men; age ± SD, 34.3 ± 6.5 y) were recruited, and written informed consent was obtained from all participants. Series of whole-body PET/MRI examinations were acquired for up to 3 h after injection (357.2 ± 48.8 MBq). Blood samples were collected, and standard vital signs (heart rate, pulse oximetry, and body temperature) were monitored at regular intervals. Regions of interest were delineated, time-activity curves were calculated, and organ uptake and dosimetry were estimated. Results: All subjects tolerated the PET/MRI examination well, and no adverse reactions to 18F-FTC-146 were reported. High accumulation of 18F-FTC-146 was observed in σ-1 receptor-dense organs such as the pancreas and spleen, moderate uptake in the brain and myocardium, and low uptake in bone and muscle. High uptake was also observed in the kidneys and bladder, indicating renal tracer clearance. The effective dose of 18F-FTC-146 was 0.0259 ± 0.0034 mSv/MBq (range, 0.0215-0.0301 mSv/MBq). Conclusion: First-in-human studies with clinical-grade 18F-FTC-146 were successful. Injection of 18F-FTC-146 is safe, and absorbed doses are acceptable. The potential of 18F-FTC-146 as an imaging agent for a variety of neuroinflammatory diseases is currently under investigation.
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Affiliation(s)
- Trine Hjørnevik
- Department of Radiology, Stanford University, Stanford, California
- Department of Diagnostic Physics, Oslo University Hospital, Oslo, Norway
- The Norwegian Medical Cyclotron Centre, Oslo, Norway
| | - Peter W Cipriano
- Department of Radiology, Stanford University, Stanford, California
| | - Bin Shen
- Department of Radiology, Stanford University, Stanford, California
| | - Jun Hyung Park
- Department of Radiology, Stanford University, Stanford, California
| | - Praveen Gulaka
- Department of Radiology, Stanford University, Stanford, California
| | - Dawn Holley
- Department of Radiology, Stanford University, Stanford, California
| | - Harsh Gandhi
- Department of Radiology, Stanford University, Stanford, California
| | - Daehyun Yoon
- Department of Radiology, Stanford University, Stanford, California
| | - Erik S Mittra
- Department of Radiology, Stanford University, Stanford, California
| | - Greg Zaharchuk
- Department of Radiology, Stanford University, Stanford, California
| | - Sanjiv S Gambhir
- Department of Radiology, Stanford University, Stanford, California
| | - Christopher R McCurdy
- Department of Medicinal Chemistry, University of Florida, Gainesville, Florida; and
- UF Translational Drug Development Core, University of Florida, Gainesville, Florida
| | - Frederick T Chin
- Department of Radiology, Stanford University, Stanford, California
| | - Sandip Biswal
- Department of Radiology, Stanford University, Stanford, California
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Quantitative and Visual Assessments toward Potential Sub-mSv or Ultrafast FDG PET Using High-Sensitivity TOF PET in PET/MRI. Mol Imaging Biol 2017; 20:492-500. [DOI: 10.1007/s11307-017-1145-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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33
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Ehman EC, Johnson GB, Villanueva-Meyer JE, Cha S, Leynes AP, Larson PEZ, Hope TA. PET/MRI: Where might it replace PET/CT? J Magn Reson Imaging 2017; 46:1247-1262. [PMID: 28370695 PMCID: PMC5623147 DOI: 10.1002/jmri.25711] [Citation(s) in RCA: 170] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 03/06/2017] [Indexed: 12/13/2022] Open
Abstract
Simultaneous positron emission tomography and MRI (PET/MRI) is a technology that combines the anatomic and quantitative strengths of MR imaging with physiologic information obtained from PET. PET and computed tomography (PET/CT) performed in a single scanning session is an established technology already in widespread and accepted use worldwide. Given the higher cost and complexity of operating and interpreting the studies obtained on a PET/MRI system, there has been question as to which patients would benefit most from imaging with PET/MRI versus PET/CT. In this article, we compare PET/MRI with PET/CT, detail the applications for which PET/MRI has shown promise and discuss impediments to future adoption. It is our hope that future work will prove the benefit of PET/MRI to specific groups of patients, initially those in which PET/CT and MRI are already performed, leveraging simultaneity and allowing for greater degrees of multiparametric evaluation. LEVEL OF EVIDENCE 5 Technical Efficacy: Stage 5 J. Magn. Reson. Imaging 2017;46:1247-1262.
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Affiliation(s)
- Eric C. Ehman
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Soonmee Cha
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Andrew Palmera Leynes
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Peder Eric Zufall Larson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Thomas A. Hope
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
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Minamimoto R, Sonni I, Hancock S, Vasanawala S, Loening A, Gambhir SS, Iagaru A. Prospective Evaluation of 68Ga-RM2 PET/MRI in Patients with Biochemical Recurrence of Prostate Cancer and Negative Findings on Conventional Imaging. J Nucl Med 2017; 59:803-808. [PMID: 29084827 DOI: 10.2967/jnumed.117.197624] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 10/06/2017] [Indexed: 02/07/2023] Open
Abstract
68Ga-labeled DOTA-4-amino-1-carboxymethyl-piperidine-d-Phe-Gln-Trp-Ala-Val-Gly-His-Sta-Leu-NH2 (68Ga-RM2) is a synthetic bombesin receptor antagonist that targets gastrin-releasing peptide receptor (GRPr). GRPr proteins are highly overexpressed in several human tumors, including prostate cancer (PCa). We present data from the use of 68Ga-RM2 in patients with biochemical recurrence (BCR) of PCa and negative findings on conventional imaging. Methods: We enrolled 32 men with BCR of PCa, who were 59-83 y old (mean ± SD, 68.7 ± 6.4 y). Imaging started at 40-69 min (mean, 50.5 ± 6.8 min) after injection of 133.2-151.7 MBq (mean, 140.6 ± 7.4 MBq) of 68Ga-RM2 using a time-of-flight-enabled simultaneous PET/MRI scanner. T1-weighted, T2-weighted, and diffusion-weighted images were acquired. Results: All patients had a rising level of prostate-specific antigen (PSA) (range, 0.3-119.0 ng/mL; mean, 10.1 ± 21.3 ng/mL) and negative findings on conventional imaging (CT or MRI, and a 99mTc-methylene diphosphonate bone scan) before enrollment. The observed 68Ga-RM2 PET detection rate was 71.8%. 68Ga-RM2 PET identified recurrent PCa in 23 of the 32 participants, whereas the simultaneous MRI scan identified findings compatible with recurrent PCa in 11 of the 32 patients. PSA velocity was 0.32 ± 0.59 ng/mL/y (range, 0.04-1.9 ng/mL/y) in patients with negative PET findings and 2.51 ± 2.16 ng/mL/y (range, 0.13-8.68 ng/mL/y) in patients with positive PET findings (P = 0.006). Conclusion:68Ga-RM2 PET can be used for assessment of GRPr expression in patients with BCR of PCa. High uptake in multiple areas compatible with cancer lesions suggests that 68Ga-RM2 is a promising PET radiopharmaceutical for localization of disease in patients with BCR of PCa and negative findings on conventional imaging.
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Affiliation(s)
- Ryogo Minamimoto
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Ida Sonni
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
| | - Steven Hancock
- Department of Radiation Oncology, Stanford University, Stanford, California
| | - Shreyas Vasanawala
- Radiological Sciences Laboratory, Department of Radiology, Stanford University, Stanford, California
| | - Andreas Loening
- Radiological Sciences Laboratory, Department of Radiology, Stanford University, Stanford, California
| | - Sanjiv S Gambhir
- Department of Radiology, Stanford University, Stanford, California.,Department of Bioengineering, Stanford University, Stanford, California; and.,Department of Materials Science and Engineering, Stanford University, Stanford, California
| | - Andrei Iagaru
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, Stanford, California
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35
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Obara P, Loening A, Taviani V, Iagaru A, Hargreaves BA, Vasanawala S. Relative value of three whole-body MR approaches for PET-MR, including gadofosveset-enhanced MR, in comparison to PET-CT. Clin Imaging 2017; 48:62-68. [PMID: 29031209 DOI: 10.1016/j.clinimag.2017.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Revised: 09/02/2017] [Accepted: 09/27/2017] [Indexed: 01/16/2023]
Abstract
PURPOSE Evaluate MR protocol for PET-MR including coronal DWI (cDWI), fat-suppressed T2 (T2w), and gadofosveset-enhanced T1 (CE). MATERIALS AND METHODS 18 patients underwent same-day PET-CT and PET-MR. Image quality and performance of each sequence, and combination of all three sequences, was evaluated with respect to PET-CT. RESULTS Lesion conspicuity was best on cDWI, while delineation was best on CE. Considering all three sequences combined, both readers showed good sensitivity and specificity (>80%). Relative sensitivity was highest on CE and lowest on T2w. CONCLUSIONS Whole-body MR performed well in detecting malignant lesions compared to PET-CT. CE showed overall highest performance.
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Affiliation(s)
- Piotr Obara
- Stanford University, 300 Pastuer Drive, Stanford, CA 94305, United States.
| | - Andreas Loening
- Stanford University, 300 Pastuer Drive, Stanford, CA 94305, United States.
| | - Valentina Taviani
- Stanford University, Lucas Center for Imaging, 1201 Welch Rd, Stanford, CA 94305, United States.
| | - Andrei Iagaru
- Stanford University, 300 Pastuer Drive, Stanford, CA 94305, United States.
| | - Brian A Hargreaves
- Stanford University, Lucas Center for Imaging, 1201 Welch Rd, Stanford, CA 94305, United States.
| | - Shreyas Vasanawala
- Stanford University, 300 Pastuer Drive, Stanford, CA 94305, United States.
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Hybrid Positron Emission Tomography/Magnetic Resonance Imaging: Challenges, Methods, and State of the Art of Hardware Component Attenuation Correction. Invest Radiol 2017; 51:624-34. [PMID: 27175550 DOI: 10.1097/rli.0000000000000289] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Attenuation correction (AC) is an essential step in the positron emission tomography (PET) data reconstruction process to provide accurate and quantitative PET images. The introduction of PET/magnetic resonance (MR) hybrid systems has raised new challenges but also possibilities regarding PET AC. While in PET/computed tomography (CT) imaging, CT images can be converted to attenuation maps, MR images in PET/MR do not provide a direct relation to attenuation. For the AC of patient tissues, new methods have been suggested, for example, based on image segmentation, atlas registration, or ultrashort echo time MR sequences. Another challenge in PET/MR hybrid imaging is AC of hardware components that are placed in the PET/MR field of view, such as the patient table or various radiofrequency (RF) coils covering the body of the patient for MR signal detection. Hardware components can be categorized into 4 different groups: (1) patient table, (2) RF receiver coils, (3) radiation therapy equipment, and (4) PET and MR imaging phantoms. For rigid and stationary objects, such as the patient table and some RF coils like the head/neck coil, predefined CT-based attenuation maps stored on the system can be used for automatic AC. Flexible RF coils are not included into the AC process till now because they can vary in position as well as in shape and are not accurately detectable with the PET/MR system.This work summarizes challenges, established methods, new concepts, and the state of art in hardware component AC in the context of PET/MR hybrid imaging. The work also gives an overview of PET/MR hardware devices, their attenuation properties, and their effect on PET quantification.
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Akram MSH, Obata T, Suga M, Nishikido F, Yoshida E, Saito K, Yamaya T. MRI compatibility study of an integrated PET/RF-coil prototype system at 3T. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2017; 283:62-70. [PMID: 28881235 DOI: 10.1016/j.jmr.2017.08.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 08/22/2017] [Accepted: 08/23/2017] [Indexed: 06/07/2023]
Abstract
We have been working on the development of a PET insert for existing magnetic resonance imaging (MRI) systems for simultaneous PET/MR imaging, which integrates radiofrequency (RF)-shielded PET detector modules with an RF head coil. In order to avoid interferences between the PET detector circuits and the different MRI-generated electromagnetic fields, PET detector circuits were installed inside eight Cu-shielded fiber-reinforced plastic boxes, and these eight shielded PET modules were integrated in between the eight elements of a 270-mm-diameter and 280-mm-axial-length cylindrical birdcage RF coil, which was designed to be used with a 3-T clinical MRI system. The diameter of the PET scintillators with a 12-mm axial field-of-view became 255mm, which was very close to the imaging region. In this study, we have investigated the effects of this PET/RF-coil integrated system on the performance of MRI, which include the evaluation of static field (Bo) inhomogeneity, RF field (B1) distribution, local specific absorption rate (SAR) distribution, average SAR, and signal-to-noise ratio (SNR). For the central 170-mm-diameter and 80-mm-axial-length of a homogenous cylindrical phantom (with the total diameter of 200mm and axial-length of 100mm), an increase of about a maximum of 3μT in the Bo inhomogeneity was found, both in the central and 40-mm off-centered transverse planes, and a 5 percentage point increase of B1 field inhomogeneity was observed in the central transverse plane (from 84% without PET to 79% with PET), while B1 homogeneity along the coronal plane was almost unchanged (77%) following the integration of PET with the RF head coil. The average SAR and maximum local SAR were increased by 1.21 and 1.62 times, respectively. However, the SNR study for both spin-echo and gradient-echo sequences showed a reduction of about 70% and 60%, respectively, because of the shielded PET modules. The overall results prove the feasibility of this integrated PET/RF-coil system for using with the existing MRI system.
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Affiliation(s)
- Md Shahadat Hossain Akram
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Japan.
| | - Takayuki Obata
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Japan
| | - Mikio Suga
- Center for Frontier Medical Engineering, Chiba University, Japan
| | - Fumihiko Nishikido
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Japan
| | - Eiji Yoshida
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Japan
| | - Kazuyuki Saito
- Center for Frontier Medical Engineering, Chiba University, Japan
| | - Taiga Yamaya
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Japan.
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Russo M, Ponsiglione AM, Forte E, Netti PA, Torino E. Hydrodenticity to enhance relaxivity of gadolinium-DTPA within crosslinked hyaluronic acid nanoparticles. Nanomedicine (Lond) 2017; 12:2199-2210. [PMID: 28816102 DOI: 10.2217/nnm-2017-0098] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
AIM The efficacy of gadolinium (Gd) chelates as contrast agents for magnetic resonance imaging remains limited owing to poor relaxivity and toxic effects. Here, the effect of the hydration of the hydrogel structure on the relaxometric properties of Gd-DTPA is explained for the first time and called Hydrodenticity. RESULTS The ability to tune the hydrogel structure is proved through a microfluidic flow-focusing approach able to produce crosslinked hyaluronic acid nanoparticles, analyzed regarding the crosslink density and mesh size, and connected to the characteristic correlation times of the Gd-DTPA. CONCLUSION Hydrodenticity explains the boosting (12-times) of the Gd-DTPA relaxivity by tuning hydrogel structural parameters, potentially enabling the reduction of the administration dosage as approved for clinical use. [Formula: see text].
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Affiliation(s)
- Maria Russo
- Department of Chemical, Materials & Production Engineering, University of Naples Federico II, Piazzale V. Tecchio 80, 80125 Naples, Italy.,Center for Advanced Biomaterials for Healthcare IIT@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125 Naples, Italy
| | - Alfonso Maria Ponsiglione
- Department of Chemical, Materials & Production Engineering, University of Naples Federico II, Piazzale V. Tecchio 80, 80125 Naples, Italy.,Center for Advanced Biomaterials for Healthcare IIT@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125 Naples, Italy
| | - Ernesto Forte
- IRCCS SDN, Via E. Gianturco 113, 80143 Naples, Italy
| | - Paolo Antonio Netti
- Department of Chemical, Materials & Production Engineering, University of Naples Federico II, Piazzale V. Tecchio 80, 80125 Naples, Italy.,Center for Advanced Biomaterials for Healthcare IIT@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125 Naples, Italy.,Interdisciplinary Research Center on Biomaterials, University of Naples Federico II, Piazzale V. Tecchio 80, 80125 Naples, Italy
| | - Enza Torino
- Center for Advanced Biomaterials for Healthcare IIT@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125 Naples, Italy.,Interdisciplinary Research Center on Biomaterials, University of Naples Federico II, Piazzale V. Tecchio 80, 80125 Naples, Italy
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Semiquantitative Assessment of 18F-FDG Uptake in the Normal Skeleton: Comparison Between PET/CT and Time-of-Flight Simultaneous PET/MRI. AJR Am J Roentgenol 2017; 209:1136-1142. [PMID: 28777652 DOI: 10.2214/ajr.17.18044] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Differences in the attenuation correction methods used in PET/CT scanners versus the newly introduced whole-body simultaneous PET/MRI reportedly result in differences in standardized uptake values (SUVs) in the normal skeleton. The aim of the study was to compare the semiquantitative FDG uptake in the normal skeleton using time-of-flight (TOF) PET/MRI versus PET/CT with and without TOF. SUBJECTS AND METHODS Participants received a single FDG injection and underwent non-TOF and TOF PET/CT (n = 23) or non-TOF PET/CT and TOF PET/MRI (n = 50). Mean SUV (SUVmean) and maximum SUV (SUVmax) were measured from all PET scans for nine normal regions of the skeleton. Pearson correlation coefficients (r) were used to evaluate the SUVmax and SUVmean of normal skeleton between non-TOF and TOF PET/CT, as well as between non-TOF PET/CT and TOF PET/MRI. In addition, percentage differences in SUVmax and SUVmean of the normal skeleton between non-TOF and TOF PET/CT and between non-TOF PET/CT and TOF PET/MRI were evaluated. RESULTS The SUVmax and SUVmean in the normal skeleton significantly increased between non-TOF and TOF PET/CT, but they significantly decreased between non-TOF PET/CT and TOF PET/MRI. The SUVmax and SUVmean in normal skeleton showed good correlation between non-TOF PET/CT and TOF PET/MRI (SUVmax, r = 0.88; SUVmean, r = 0.91) and showed a similar trend between non-TOF and TOF PET/CT (SUVmax, r = 0.88; SUVmean, r = 0.94). CONCLUSION In the normal skeleton, SUVmax and SUVmean showed high correlations between PET/MRI and PET/CT. The MRI attenuation correction used in TOF PET/MRI provides reliable semiquantitative measurements in the normal skeleton.
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Shang K, Cui B, Ma J, Shuai D, Liang Z, Jansen F, Zhou Y, Lu J, Zhao G. Clinical evaluation of whole-body oncologic PET with time-of-flight and point-spread function for the hybrid PET/MR system. Eur J Radiol 2017; 93:70-75. [PMID: 28668434 DOI: 10.1016/j.ejrad.2017.05.029] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 05/18/2017] [Accepted: 05/22/2017] [Indexed: 11/30/2022]
Abstract
PURPOSE Hybrid positron emission tomography/magnetic resonance (PET/MR) imaging is a new multimodality imaging technology that can provide structural and functional information simultaneously. The aim of this study was to investigate the effects of the time-of-flight (TOF) and point-spread function (PSF) on small lesions observed in PET/MR images from clinical patient image sets. MATERIALS AND METHODS This study evaluated 54 small lesions in 14 patients who had undergone 18F-fluorodeoxyglucose (FDG) PET/MR. Lesions up to 30mm in diameter were included. The PET data were reconstructed with a baseline ordered-subsets expectation-maximization (OSEM) algorithm, OSEM+PSF, OSEM+TOF and OSEM+TOF+PSF. PET image quality and small lesions were visually evaluated and scored by a 3-point scale. A quantitative analysis was then performed using the mean and maximum standardized uptake value (SUV) of the small lesions (SUVmean and SUVmax). The lesions were divided into two groups according to the long-axis diameter and the location respectively and evaluated with each reconstruction algorithm. We also evaluated the background signal by analyzing the SUVliver. RESULTS OSEM+TOF+PSF provided the highest value and OSEM+TOF or PSF showed a higher value than OSEM for the visual assessment and quantitative analysis. The combination of TOF and PSF increased the SUVmean by 26.6% and the SUVmax by 30.0%. The SUVliverwas not influenced by PSF or TOF. For the OSEM+TOF+PSF model, the change in SUVmean and SUVmax for lesions <10mm in diameter was 31.9% and 35.8%, and 24.5% and 27.6% for lesions 10-30mm in diameter, respectively. The abdominal lesions obtained the higher SUV than those of chest on the images with TOF and/or PSF. CONCLUSION Application of TOF and PSF significantly increased the SUV of small lesions in hybrid PET/MR images, potentially improving small lesion detectability.
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Affiliation(s)
- Kun Shang
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Bixiao Cui
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Jie Ma
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Dongmei Shuai
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Zhigang Liang
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China
| | | | - Yun Zhou
- Department of Radiology, Johns Hopkins University, Baltimore, MD, USA
| | - Jie Lu
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China.
| | - Guoguang Zhao
- Department of Nuclear Medicine, Xuanwu Hospital of Capital Medical University, Beijing, China; Department of Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, China
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Yang J, Wiesinger F, Kaushik S, Shanbhag D, Hope TA, Larson PEZ, Seo Y. Evaluation of Sinus/Edge-Corrected Zero-Echo-Time-Based Attenuation Correction in Brain PET/MRI. J Nucl Med 2017; 58:1873-1879. [PMID: 28473594 DOI: 10.2967/jnumed.116.188268] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 04/12/2017] [Indexed: 01/23/2023] Open
Abstract
In brain PET/MRI, the major challenge of zero-echo-time (ZTE)-based attenuation correction (ZTAC) is the misclassification of air/tissue/bone mixtures or their boundaries. Our study aimed to evaluate a sinus/edge-corrected (SEC) ZTAC (ZTACSEC), relative to an uncorrected (UC) ZTAC (ZTACUC) and a CT atlas-based attenuation correction (ATAC). Methods: Whole-body 18F-FDG PET/MRI scans were obtained for 12 patients after PET/CT scans. Only data acquired at a bed station that included the head were used for this study. Using PET data from PET/MRI, we applied ZTACUC, ZTACSEC, ATAC, and reference CT-based attenuation correction (CTAC) to PET attenuation correction. For ZTACUC, the bias-corrected and normalized ZTE was converted to pseudo-CT with air (-1,000 HU for ZTE < 0.2), soft-tissue (42 HU for ZTE > 0.75), and bone (-2,000 × [ZTE - 1] + 42 HU for 0.2 ≤ ZTE ≤ 0.75). Afterward, in the pseudo-CT, sinus/edges were automatically estimated as a binary mask through morphologic processing and edge detection. In the binary mask, the overestimated values were rescaled below 42 HU for ZTACSEC For ATAC, the atlas deformed to MR in-phase was segmented to air, inner air, soft tissue, and continuous bone. For the quantitative evaluation, PET mean uptake values were measured in twenty 1-mL volumes of interest distributed throughout brain tissues. The PET uptake was compared using a paired t test. An error histogram was used to show the distribution of voxel-based PET uptake differences. Results: Compared with CTAC, ZTACSEC achieved the overall PET quantification accuracy (0.2% ± 2.4%, P = 0.23) similar to CTAC, in comparison with ZTACUC (5.6% ± 3.5%, P < 0.01) and ATAC (-0.9% ± 5.0%, P = 0.03). Specifically, a substantial improvement with ZTACSEC (0.6% ± 2.7%, P < 0.01) was found in the cerebellum, in comparison with ZTACUC (8.1% ± 3.5%, P < 0.01) and ATAC (-4.1% ± 4.3%, P < 0.01). The histogram of voxel-based uptake differences demonstrated that ZTACSEC reduced the magnitude and variation of errors substantially, compared with ZTACUC and ATAC. Conclusion: ZTACSEC can provide an accurate PET quantification in brain PET/MRI, comparable to the accuracy achieved by CTAC, particularly in the cerebellum.
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Affiliation(s)
- Jaewon Yang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California
| | | | | | | | - Thomas A Hope
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California
| | - Peder E Z Larson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California
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Systems, Physics, and Instrumentation of PET/MRI for Cardiovascular Studies. CURRENT CARDIOVASCULAR IMAGING REPORTS 2017. [DOI: 10.1007/s12410-017-9414-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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Oehmigen M, Lindemann ME, Lanz T, Kinner S, Quick HH. Integrated PET/MR breast cancer imaging: Attenuation correction and implementation of a 16-channel RF coil. Med Phys 2017; 43:4808. [PMID: 27487899 DOI: 10.1118/1.4959546] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE This study aims to develop, implement, and evaluate a 16-channel radiofrequency (RF) coil for integrated positron emission tomography/magnetic resonance (PET/MR) imaging of breast cancer. The RF coil is designed for optimized MR imaging performance and PET transparency and attenuation correction (AC) is applied for accurate PET quantification. METHODS A 16-channel breast array RF coil was designed for integrated PET/MR hybrid imaging of breast cancer lesions. The RF coil features a lightweight rigid design and is positioned with a spacer at a defined position on the patient table of an integrated PET/MR system. Attenuation correction is performed by generating and applying a dedicated 3D CT-based template attenuation map. Reposition accuracy of the RF coil on the system patient table while using the positioning frame was tested in repeated measurements using MR-visible markers. The MR, PET, and PET/MR imaging performances were systematically evaluated using modular breast phantoms. Attenuation correction of the RF coil was evaluated with difference measurements of the active breast phantoms filled with radiotracer in the PET detector with and without the RF coil in place, serving as a standard of reference measurement. The overall PET/MR imaging performance and PET quantification accuracy of the new 16-channel RF coil and its AC were then evaluated in first clinical examinations on ten patients with local breast cancer. RESULTS The RF breast array coil provides excellent signal-to-noise ratio and signal homogeneity across the volume of the breast phantoms in MR imaging and visualizes small structures in the phantoms down to 0.4 mm in plane. Difference measurements with PET revealed a global loss and thus attenuation of counts by 13% (mean value across the whole phantom volume) when the RF coil is placed in the PET detector. Local attenuation ranging from 0% in the middle of the phantoms up to 24% was detected in the peripheral regions of the phantoms at positions closer to attenuating hardware structures of the RF coil. The position accuracy of the RF coil on the patient table when using the positioning frame was determined well below 1 mm for all three spatial dimensions. This ensures perfect position match between the RF coil and its three-dimensional attenuation template during the PET data reconstruction process. When applying the CT-based AC of the RF coil, the global attenuation bias was mostly compensated to ±0.5% across the entire breast imaging volume. The patient study revealed high quality MR, PET, and combined PET/MR imaging of breast cancer. Quantitative activity measurements in all 11 breast cancer lesions of the ten patients resulted in increased mean difference values of SUVmax 11.8% (minimum 3.2%; maximum 23.2%) between nonAC images and images when AC of the RF breast coil was applied. This supports the quantitative results of the phantom study as well as successful attenuation correction of the RF coil. CONCLUSIONS A 16-channel breast RF coil was designed for optimized MR imaging performance and PET transparency and was successfully integrated with its dedicated attenuation correction template into a whole-body PET/MR system. Systematic PET/MR imaging evaluation with phantoms and an initial study on patients with breast cancer provided excellent MR and PET image quality and accurate PET quantification.
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Affiliation(s)
- Mark Oehmigen
- High Field and Hybrid MR Imaging, University Hospital Essen, Essen 45147, Germany
| | - Maike E Lindemann
- High Field and Hybrid MR Imaging, University Hospital Essen, Essen 45147, Germany
| | - Titus Lanz
- Rapid Biomedical GmbH, Rimpar 97222, Germany
| | - Sonja Kinner
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen 45147, Germany
| | - Harald H Quick
- High Field and Hybrid MR Imaging, University Hospital Essen, Essen 45147, Germany and Erwin L. Hahn Institute for MR Imaging, University Duisburg-Essen, Essen 45141, Germany
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Abstract
BACKGROUND To compare the diagnostic accuracy of PET/MR and PET/CT in patients with suspected occult primary tumors. METHODS This prospective study was approved by the institutional review board. Sequential PET/CT-MR was performed in 43 patients (22 male subjects; median age, 58 years; range, 20-86 years) referred for suspected occult primary tumors. Patients were assessed with PET/CT and PET/MR for the presence of a primary tumor, lymph node metastases, and distant metastases. Wilcoxon signed-rank test was performed to compare the diagnostic accuracy of PET/CT and PET/MR. RESULT According to the standard of reference, a primary lesion was found in 14 patients. In 16 patients, the primary lesion remained occult. In the remaining 13 patients, lesions proved to be benign. PET/MR was superior to PET/CT for primary tumor detection (sensitivity/specificity, 0.85/0.97 vs 0.69/0.73; P = 0.020) and comparable to PET/CT for the detection of lymph node metastases (sensitivity/specificity, 0.93/1.00 vs 0.93/0.93; P = 0.157) and distant metastases (sensitivity/specificity, 1.00/0.97 vs 0.82/1.00; P = 0.564). PET/CT tended to misclassify physiologic FDG uptake as malignancy compared with PET/MR (8 patients vs 1 patient). CONCLUSIONS PET/MR outperforms PET/CT in the workup of suspected occult malignancies. PET/MR may replace PET/CT to improve clinical workflow.
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Minamimoto R, Iagaru A, Jamali M, Holley D, Barkhodari A, Vasanawala S, Zaharchuk G. Conspicuity of Malignant Lesions on PET/CT and Simultaneous Time-Of-Flight PET/MRI. PLoS One 2017; 12:e0167262. [PMID: 28103230 PMCID: PMC5245859 DOI: 10.1371/journal.pone.0167262] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 11/11/2016] [Indexed: 01/17/2023] Open
Abstract
Purpose To compare the conspicuity of malignant lesions between FDG PET/CT and a new simultaneous, time-of-flight (TOF) enabled PET/MRI scanner. Methods All patients underwent a single-injection of FDG, followed by a dual imaging protocol consisting of PET/CT followed by TOF PET/MRI. PET/CT and PET/MRI images were evaluated by two readers independently for areas of FDG uptake compatible with malignancy, and then categorized into 5 groups (1: PET/MRI and PET/CT positive; 2: PET/MRI positive, PET/CT positive in retrospect; 3: PET/CT positive, PET/MRI positive in retrospect; 4: PET/MRI positive, PET/CT negative; 5: PET/MRI negative, PET/CT positive) by consensus. Patients with no lesions on either study or greater than 10 lesions based on either modality were excluded from the study. Results Fifty-two patients (mean±SD age: 58±14 years) underwent the dual imaging protocol; of these, 29 patients with a total of 93 FDG-avid lesions met the inclusion criteria. The majority of lesions (56%) were recorded prospectively in the same location on PET/CT and PET/MRI. About an equal small fraction of lesions were seen on PET/CT but only retrospectively on PET/MRI (9%) and vice versa (12%). More lesions were identified only on PET/MRI but not on PET/CT, even in retrospect (96% vs. 81%, respectively; p = 0.003). Discrepant lesions had lower maximum standardized uptake value (SUVmax) than concordant lesions on both modalities (p<0.001). Conclusions While most lesions were identified prospectively on both modalities, significantly more lesions were identified with PET/MRI than with PET/CT.
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Affiliation(s)
- Ryogo Minamimoto
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California, United States of America
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, California, United States of America
| | - Andrei Iagaru
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California, United States of America
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, California, United States of America
| | - Mehran Jamali
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California, United States of America
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, California, United States of America
| | - Dawn Holley
- Department of Radiology, Stanford University, Stanford, California, United States of America
| | - Amir Barkhodari
- Department of Radiology, Division of Nuclear Medicine and Molecular Imaging, Stanford University, Stanford, California, United States of America
| | - Shreyas Vasanawala
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, California, United States of America
- Department of Radiology, Stanford University, Stanford, California, United States of America
| | - Greg Zaharchuk
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, California, United States of America
- Department of Radiology, Stanford University, Stanford, California, United States of America
- * E-mail:
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Intraductal Papillary Mucinous Neoplasm of the Pancreas With High Malignant Potential on FDG PET/MRI. Clin Nucl Med 2017; 41:989-990. [PMID: 27764041 DOI: 10.1097/rlu.0000000000001411] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
A 57-year-old man underwent FDG PET/CT to evaluate a mass in the head of the pancreas. The imaged revealed mildly, nonuniformly increased activity in the mass, but the exact location of the activity could not be determined on the low-dose noncontrast CT portion of the study. On subsequent PET/MRI images acquired 60 minutes after the FDG PET/CT study, the increased activity was clearly localized on the cystic wall. The pathological examination showed that the lesion was intraductal papillary mucinous neoplasm of the pancreas with high degree of dysplasia.
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Behr SC, Mollard BJ, Yang J, Flavell RR, Hawkins RA, Seo Y. Effect of Time-of-Flight and Regularized Reconstructions on Quantitative Measurements and Qualitative Assessments in Newly Diagnosed Prostate Cancer With 18F-Fluorocholine Dual Time Point PET/MRI. Mol Imaging 2017; 16:1536012117736703. [PMID: 29169313 PMCID: PMC5703093 DOI: 10.1177/1536012117736703] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/14/2017] [Accepted: 09/10/2017] [Indexed: 11/18/2022] Open
Abstract
Recent technical advances in positron emission tomography/magnetic resonance imaging (PET/MRI) technology allow much improved time-of-flight (TOF) and regularized iterative PET reconstruction regularized iterative reconstruction (RIR) algorithms. We evaluated the effect of TOF and RIR on standardized uptake values (maximum and peak SUV [SUVmax and SUVpeak]) and their metabolic tumor volume dependencies and visual image quality for 18F-fluorocholine PET/MRI in patients with newly diagnosed prostate cancer. Fourteen patients were administered with 3 MBq/kg of 18F-fluorocholine and scanned dynamically for 30 minutes. Positron emission tomography images were divided to early and late time points (1-6 minutes summed and 7-30 minutes summed). The values of the different SUVs were documented for dominant PET-avid lesions, and metabolic tumor volume was estimated using a 50% isocontour and SUV threshold of 2.5. Image quality was assessed via visual acuity scoring (VAS). We found that incorporation of TOF or RIR increased lesion SUVs. The lesion to background ratio was not improved by TOF reconstruction, while RIR improved the lesion to background ratio significantly ( P < .05). The values of the different VAS were all significantly higher ( P < .05) for RIR images over TOF, RIR over non-TOF, and TOF over non-TOF. In conclusion, our data indicate that TOF or RIR should be incorporated into current protocols when available.
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Affiliation(s)
- Spencer C. Behr
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Brett J. Mollard
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
- TRA-MINW, PS, Tacoma, WA, USA
| | - Jaewon Yang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Robert R. Flavell
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Randall A. Hawkins
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA
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Kogan F, Fan AP, Gold GE. Potential of PET-MRI for imaging of non-oncologic musculoskeletal disease. Quant Imaging Med Surg 2016; 6:756-771. [PMID: 28090451 DOI: 10.21037/qims.2016.12.16] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Early detection of musculoskeletal disease leads to improved therapies and patient outcomes, and would benefit greatly from imaging at the cellular and molecular level. As it becomes clear that assessment of multiple tissues and functional processes are often necessary to study the complex pathogenesis of musculoskeletal disorders, the role of multi-modality molecular imaging becomes increasingly important. New positron emission tomography-magnetic resonance imaging (PET-MRI) systems offer to combine high-resolution MRI with simultaneous molecular information from PET to study the multifaceted processes involved in numerous musculoskeletal disorders. In this article, we aim to outline the potential clinical utility of hybrid PET-MRI to these non-oncologic musculoskeletal diseases. We summarize current applications of PET molecular imaging in osteoarthritis (OA), rheumatoid arthritis (RA), metabolic bone diseases and neuropathic peripheral pain. Advanced MRI approaches that reveal biochemical and functional information offer complementary assessment in soft tissues. Additionally, we discuss technical considerations for hybrid PET-MR imaging including MR attenuation correction, workflow, radiation dose, and quantification.
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Affiliation(s)
- Feliks Kogan
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Audrey P Fan
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Garry E Gold
- Department of Radiology, Stanford University, Stanford, California, USA; Department of Bioengineering, Stanford University, Stanford, California, USA; Department of Orthopaedic Surgery, Stanford University, Stanford, California, USA
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Mansi R, Minamimoto R, Mäcke H, Iagaru AH. Bombesin-Targeted PET of Prostate Cancer. J Nucl Med 2016; 57:67S-72S. [DOI: 10.2967/jnumed.115.170977] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 07/11/2016] [Indexed: 01/09/2023] Open
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Riola-Parada C, García-Cañamaque L, Pérez-Dueñas V, Garcerant-Tafur M, Carreras-Delgado J. Simultaneous PET/MRI vs. PET/CT in oncology. A systematic review. Rev Esp Med Nucl Imagen Mol 2016. [DOI: 10.1016/j.remnie.2016.06.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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