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Zhai M, Yang Y, Sun F, Wang X, Wang X, Ke C, Yu C, Ye H. Generating CT images in delayed PET scans using a multi-resolution registration convolutional neural network. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abstract
AIM To assess if digital PET/CT improves liver lesion detectability compared to analog PET/CT in patients with known or suspected liver metastases. MATERIALS AND METHODS We prospectively included 83 cancer patients, with one or more of these conditions: history of liver metastases, clinical risk of having liver metastases or presence of suspected liver metastases on the first of the two PET/CTs. All patients were consecutively scanned on each PET/CT on the same day after a single [18F]fluorodeoxyglucose dose injection. The order of acquisition was randomly assigned. Three nuclear medicine physicians assessed both PET/CTs by counting the foci of high uptake suspicious of liver metastases. Findings were correlated with appropriate reference standards; 19 patients were excluded from the analysis due to insufficient lesion nature confirmation. The final sample consisted of 64 patients (34 women, mean age 68 ± 12 years). RESULTS As per-patient analysis, the mean number of liver lesions detected by the digital PET/CT (3.84 ± 4.25) was significantly higher than that detected by the analog PET/CT (2.91 ± 3.31); P < 0.001. Fifty-five patients had a positive PET/CT study for liver lesions. In 26/55 patients (47%), the digital PET/CT detected more lesions; 7/26 patients (27%) had detectable lesions only by the digital system and had <10 mm of diameter. Twenty-nine patients had the same number of liver lesions detected by both systems. In nine patients both PET/CT systems were negative for liver lesions. CONCLUSION Digital PET/CT offers improved detectability of liver lesions over the analog PET/CT in patients with known or suspected liver metastases.
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Kato T, Ichikawa H, Miwa K, Okuda K, Shibutani T, Nagaki A, Tsushima H. [A Nationwide Survey on Additional Scan in Nuclear Medicine Imaging]. Nihon Hoshasen Gijutsu Gakkai Zasshi 2020; 76:285-294. [PMID: 32201419 DOI: 10.6009/jjrt.2020_jsrt_76.3.285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The aim of the present study was to clarify the routine protocols and the frequency of added or omitted imaging on nuclear medicine imaging in Japan. A nationwide survey on routine protocols and current state of added or omitted imaging in major nuclear medicine imaging were performed for Japanese nuclear medicine technologist. The survey showed that the routine protocols were almost 100% fixed, some of the routine protocols were found to be useful and percentage of imaging techniques such as single photon emission computed tomography/computed tomography that increased patient burden and reduced through put were low. Furthermore, the survey showed that additional or omission imaging were frequently performed on bone scintigraphy and positron emission tomography and added or omitted judgements were often depend upon the rule of thumb by nuclear medicine technologist. In this study, we have concluded that the quality of examination and the diagnosis might depend on the knowledge of nuclear medicine technologist, performed added or omitted imaging.
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Affiliation(s)
- Toyohiro Kato
- Department of Radiology, Toyohashi Municipal Hospital
| | | | - Kenta Miwa
- Department of Radiological Sciences, School of Health Science, International University of Health and Welfare
| | - Koichi Okuda
- Department of Physics, Kanazawa Medical University
| | - Takayuki Shibutani
- Department of Quantum Medical Technology, Faculty of Health Sciences, Kanazawa University
| | - Akio Nagaki
- Department of Radiological Technology, Kurashiki Central Hospital
| | - Hiroyuki Tsushima
- Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences
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Zhou B, Xiong Z, Wang P, Peng C, Shen M, Shi X. Acetylated Polyethylenimine-Entrapped Gold Nanoparticles Enable Negative Computed Tomography Imaging of Orthotopic Hepatic Carcinoma. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2018; 34:8701-8707. [PMID: 29958496 DOI: 10.1021/acs.langmuir.8b01669] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Developing an effective computed tomography (CT) contrast agent is still a challenging task for precise diagnosis of hepatic carcinoma (HCC). Here, we present the use of acetylated polyethylenimine (PEI)-entrapped gold nanoparticles (Ac-PE-AuNPs) without antifouling modification for negative CT imaging of HCC. PEI was first linked to fluorescein isothiocyanate (FI) and then utilized as a vehicle for the entrapment of AuNPs. The particles were then acetylated to reduce its positive surface potential. The designed Ac-PE-AuNPs were characterized by various techniques. We find that the Ac-PE-AuNPs with a uniform size distribution (mean diameter = 2.3 nm) are colloidally stable and possess low toxicity in the studied range of concentration. Owing to the fact that the particles without additional antifouling modification were mainly gathered in liver, the Ac-PE-AuNPs could greatly improve the CT contrast enhancement of normal liver, whereas poor CT contrast enhancement appeared in liver necrosis region caused by HCC. As a result, HCC could be easily and precisely diagnosed. The designed Ac-PE-AuNPs were demonstrated to have biocompatibility through in vivo biodistribution and histological studies, hence holding an enormous potential to be adopted as an effective negative CT contrast agent for diagnosis of hepatoma carcinoma.
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Affiliation(s)
- Benqing Zhou
- Department of Radiology, Shanghai Tenth People's Hospital , Tongji University School of Medicine , Shanghai 200072 , P. R. China
- College of Chemistry, Chemical Engineering and Biotechnology , Donghua University , Shanghai 201620 , P. R. China
| | - Zhijuan Xiong
- College of Chemistry, Chemical Engineering and Biotechnology , Donghua University , Shanghai 201620 , P. R. China
| | - Peng Wang
- College of Chemistry, Chemical Engineering and Biotechnology , Donghua University , Shanghai 201620 , P. R. China
| | - Chen Peng
- Department of Radiology, Shanghai Tenth People's Hospital , Tongji University School of Medicine , Shanghai 200072 , P. R. China
| | - Mingwu Shen
- College of Chemistry, Chemical Engineering and Biotechnology , Donghua University , Shanghai 201620 , P. R. China
| | - Xiangyang Shi
- Department of Radiology, Shanghai Tenth People's Hospital , Tongji University School of Medicine , Shanghai 200072 , P. R. China
- College of Chemistry, Chemical Engineering and Biotechnology , Donghua University , Shanghai 201620 , P. R. China
- CQM-Centro de Química da Madeira , Universidade da Madeira , Campus da Penteada , 9020-105 Funchal , Portugal
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Lopez-Lopez V, Robles R, Brusadin R, López Conesa A, Torres J, Perez Flores D, Navarro JL, Gil PJ, Parrilla P. Role of 18F-FDG PET/CT vs CT-scan in patients with pulmonary metastases previously operated on for colorectal liver metastases. Br J Radiol 2018; 91:20170216. [PMID: 29034693 PMCID: PMC5966201 DOI: 10.1259/bjr.20170216] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 08/31/2017] [Accepted: 10/05/2017] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE There is currently no conclusive scientific evidence available regarding the role of the 18F-FDG PET/CT for detecting pulmonary metastases from colorectal cancer (PMCRC) in patients operated on for colorectal liver metastases (CRLM). In the follow up of patients who underwent surgery for CRLM, we compare CT-scan and 18F-FDG PET/CT in patients with PMCRC. METHODS We designed the study prospectively performing an 18F-FDG PET/CT on all patients operated on for CRLM where the CT-scan detected PMCRC during the follow up. We included patients who were operated on for PMCRC because the histological findings were taken as a control rather than biopsies. RESULTS Of the 101 pulmonary nodules removed from 57 patients, the CT-scan identified a greater number (89 nodules) than the 18F-FDG PET/CT (75 nodules) (p < 0.001). Sensitivity was greater with the CT-scan (90 vs 76%, respectively) with a lower specificity (50 vs 75%, respectively) than with the 18F-FDG PET/CT. There were no differences between positive-predictive value and negative-predictive value. The 18F-FDG PET/CT detected more pulmonary nodules in four patients (one PMCRC in each of these patients) and more extrapulmonary disease in six patients (four mediastinal lymph nodes, one retroperitoneal lymph node and one liver metastases) that the CT-scan had not detected. CONCLUSION Although CT-scans have a greater capacity to detect PMCRC, the 18F-FDG PET/CT could be useful in the detection of more pulmonary and extrapulmonary disease not identified by the CT-scan. Advances in knowledge: We tried to clarify the utility of 18F-FDG PET/CT in the management of this subpopulation of patients.
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Affiliation(s)
- Victor Lopez-Lopez
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Ricardo Robles
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Roberto Brusadin
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Asuncion López Conesa
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Juan Torres
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Domingo Perez Flores
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Jose Luis Navarro
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Pedro Jose Gil
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
| | - Pascual Parrilla
- Virgen de la arrixaca clinic and university hospital, University of Murcia, IMIB, Murcia, Spain
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Nakazawa S, Umeda T, Miyaji N, Miwa K, Wagatsuma K, Motegi K, Takiguchi T, Terauchi T, Koizumi M, Usui K, Sasai K. Calculation Accuracy of Gross Tumor Volume at the Diaphragm Boundary Evaluated Using Respiratory-gated PET/CT. Nihon Hoshasen Gijutsu Gakkai Zasshi 2017; 73:617-625. [PMID: 28824085 DOI: 10.6009/jjrt.2017_jsrt_73.8.617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The present study aimed to clarify gross tumor volume (GTV) contouring accuracy at the diaphragm boundary using respiratory-gated PET/CT. METHODS The lung/diaphragm boundary was simulated using a phantom containing 18F solution (10.6 kBq/mL). Tumors were simulated using spheres (diameter, 11-38 mm) containing 18F and located at the positions of the lungs and liver. The tumor background ratios (TBR) were 2, 4, and 8. The phantom was moved from the superior to inferior direction with a 20-mm motion displacement at 3.6 s intervals. The recovery coefficient (RC), volume RC (VRC), and standardized uptake value (SUV) threshold were calculated using stationary, non-gated (3D), and gated (4D) PET/CT. RESULTS In lung cancer simulation, RC and VRC in 3D PET images were, respectively, underestimated and overestimated in smaller tumors, whereas both improved in 4D PET images regardless of tumor size and TBR. The optimal SUV threshold was about 30% in 4D PET images. In liver cancer simulation, RC and VRC were, respectively, underestimated and overestimated in smaller tumors, and when the TBR was lower, but both improved in 4D PET images when tumors were >17 mm and the TBR was >4. The optimal SUV threshold tended to depend on the TBR. CONCLUSIONS The contouring accuracy of GTV was improved by considering TBR and using an optimal SUV threshold acquired from 4D PET images.
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Affiliation(s)
- Shuto Nakazawa
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research.,Department of Radiation Oncology, Graduate School of Medicine, Juntendo University
| | - Takuro Umeda
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Noriaki Miyaji
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Kenta Miwa
- School of Health Science, International University of Health and Welfare
| | - Kei Wagatsuma
- Research Team for Neuroimaging, Tokyo Metropolitan Institute of Gerontology
| | - Kazuki Motegi
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Tomohiro Takiguchi
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Takashi Terauchi
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Mitsuru Koizumi
- Department of Nuclear Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Keisuke Usui
- Department of Radiation Oncology, Faculty of Medicine, Juntendo University
| | - Keisuke Sasai
- Department of Radiation Oncology, Faculty of Medicine, Juntendo University
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Crivellaro C, De Ponti E, Elisei F, Morzenti S, Picchio M, Bettinardi V, Versari A, Fioroni F, Dziuk M, Tkaczewski K, Ahond-Vionnet R, Nodari G, Todde S, Landoni C, Guerra L. Added diagnostic value of respiratory-gated 4D 18F-FDG PET/CT in the detection of liver lesions: a multicenter study. Eur J Nucl Med Mol Imaging 2017; 45:102-109. [PMID: 28825125 DOI: 10.1007/s00259-017-3795-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 07/26/2017] [Indexed: 11/30/2022]
Abstract
PURPOSE The aim of the present study was to evaluate the added diagnostic value of respiratory-gated 4D18F-FDG PET/CT in liver lesion detection and characterization in a European multicenter retrospective study. METHODS Fifty-six oncological patients (29 males and 27 females, mean age, 61.2 ± 11.2 years) from five European centers, submitted to standard 3D-PET/CT and liver 4D-PET/CT were retrospectively evaluated. Based on visual analysis, liver PET/CT findings were scored as positive, negative, or equivocal both in 3D and 4D PET/CT. The impact of 4D-PET/CT on the confidence in classifying liver lesions was assessed. PET/CT findings were compared to histology and clinical follow-up as standard reference and diagnostic accuracy was calculated for both techniques. At semi-quantitative analysis, SUVmax was calculated for each detected lesion in 3D and 4D-PET/CT. RESULTS Overall, 72 liver lesions were considered for the analysis. Based on visual analysis in 3D-PET/CT, 32/72 (44.4%) lesions were considered positive, 21/72 (29.2%) negative, and 19/72 (26.4%) equivocal, while in 4D-PET/CT 48/72 (66.7%) lesions were defined positive, 23/72 (31.9%) negative, and 1/72 (1.4%) equivocal. 4D-PET/CT findings increased the confidence in lesion definition in 37/72 lesions (51.4%). Considering 3D equivocal lesions as positive, sensitivity, specificity, and accuracy were 88.9, 70.0, and 83.1%, respectively, while the same figures were 67.7, 90.0, and 73.8% if 3D equivocal findings were included as negative. 4D-PET/CT sensitivity, specificity, and accuracy were 97.8, 90.0, and 95.4%, respectively, considering equivocal lesions as positive and 95.6, 90.0, and 93.8% considering equivocal lesions as negative. The SUVmax of the liver lesions in 4D-PET (mean ± SD, 6.9 ± 3.2) was significantly higher (p < 0.001) than SUVmax in 3D-PET (mean ± SD, 5.2 ± 2.3). CONCLUSIONS Respiratory-gated PET/CT technique is a valuable clinical tool in diagnosing liver lesions, reducing 3D undetermined findings, improving diagnostic accuracy, and confidence in reporting. 4D-PET/CT also improved the quantification of SUVmax of liver lesions.
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Affiliation(s)
- Cinzia Crivellaro
- Nuclear Medicine, San Gerardo Hospital, Monza, Italy. .,University of Milan-Bicocca, Milan, Italy.
| | | | | | | | - Maria Picchio
- Nuclear Medicine, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | - Annibale Versari
- Nuclear Medicine, Santa Maria Nuova Hospital IRCCS, Reggio Emilia, Italy
| | - Federica Fioroni
- Medical Physics, Santa Maria Nuova Hospital IRCCS, Reggio Emilia, Italy
| | | | | | - Renée Ahond-Vionnet
- Service de Médecine Nucléaire, Hôpital Pierre Beregovoy, Cedex, Nevers, France
| | - Guillaume Nodari
- Service de Médecine Nucléaire, Hôpital Pierre Beregovoy, Cedex, Nevers, France
| | - Sergio Todde
- Tecnomed Foundation, University of Milan-Bicocca, Monza, Italy
| | - Claudio Landoni
- Nuclear Medicine, San Gerardo Hospital, Monza, Italy.,University of Milan-Bicocca, Milan, Italy
| | - Luca Guerra
- Nuclear Medicine, San Gerardo Hospital, Monza, Italy.,University of Milan-Bicocca, Milan, Italy
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Wagatsuma K, Osawa T, Yokokawa N, Miwa K, Oda K, Kudo Y, Unno Y, Ito K, Ishii K. Evaluation of a New Motion-correction Algorithm Using On-rigid Registration in Respiratory-gated PET/CT Images of Liver Tumors. Nihon Hoshasen Gijutsu Gakkai Zasshi 2016; 72:1067-1073. [PMID: 27867165 DOI: 10.6009/jjrt.2016_jsrt_72.11.1067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The present study aimed to determine the qualitative and quantitative accuracy of the Q.Freeze algorithm in PET/CT images of liver tumors. METHODS A body phantom and hot spheres representing liver tumors contained 5.3 and 21.2 kBq/mL of a solution containing 18F radioactivity, respectively. The phantoms were moved in the superior-inferior direction at a motion displacement of 20 mm. Conventional respiratory-gated (RG) and Q.Freeze images were sorted into 6, 10, and 13 phase-groups. The SUVave was calculated from the background of the body phantom, and the SUVmax was determined from the hot spheres of the liver tumors. Three patients with four liver tumors were also clinically assessed by whole-body and RG PET. The RG and Q.Freeze images derived from the clinical study were also sorted into 6, 10 and 13 phase-groups. Liver signal-to-noise ratio (SNR) and SUVmax were determined from the RG and Q.Freeze clinical images. RESULTS The SUVave of Q.Freeze images was the same as those derived from the body phantom using RG. The liver SNR improved with Q.Freeze, and the SUVsmax was not overestimated when Q.Freeze was applied in both the phantom and clinical studies. Q.Freeze did not degrade the liver SNR and SUVmax even though the phase number was larger. CONCLUSIONS Q.Freeze delivered qualitative and quantitative motion correction than conventional RG imaging even in 10-phase groups.
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Affiliation(s)
- Kei Wagatsuma
- Research Team for Neuroimaging, Tokyo Metropolitan Institute of Gerontology
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