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Lindemann ME, Jentzen W, Kersting D, Fragoso Costa P, Küper A, Umutlu L, Herrmann K, Quick HH. Detection and quantification of small and low-uptake lesions for differentiated thyroid carcinoma using non-time-of-flight iodine-124 PET/MRI. Med Phys 2025; 52:837-846. [PMID: 39589271 PMCID: PMC11788235 DOI: 10.1002/mp.17535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/31/2024] [Accepted: 11/11/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND 124-iodine (124I) is used for positron emission tomography (PET) diagnostics and therapy planning in patients with differentiated thyroid cancer (DTC). Small lesion sizes (<10 mm) and low 124I uptake are challenging conditions for the detection of DTC lymph node lesions. PURPOSE The aim of this study was to systematically investigate the lesion detectability and quantification performance under clinically challenging imaging conditions using non-time-of-flight (TOF) PET/magnetic resonance imaging (MRI) in the clinical context of radionuclide therapy planning of DTC patients. METHODS PET/MR measurements were performed on the Siemens Biograph mMR using a small lesion NEMA-like phantom (six glass spheres, diameters 3.7-9.7 mm). 60 min list-mode data were acquired for nine activity concentrations (AC) ranging from 25 kBq/mL to 0.25 kBq/mL using a sphere-to-background ratio of 20:1. PET list-mode data were divided into five timeframes (60, 30, 16, 8, and 4 min) and reconstructed using either ordered-subsets expectation maximization (OSEM) or OSEM+ point spread function (PSF) algorithm. For all reconstructions, the smallest detectable sphere size was investigated in a human observer study. Partial volume effect (PVE) corrected PET images (contour and oversize-based approach) were analyzed considering a ± 30% deviation range between imaged and true AC as acceptable. Clinical data of eight DTC patients with small lymph node lesions were evaluated to assess agreement between the PVE correction approaches. RESULTS Longer PET acquisition times, higher ACs, and PSF reconstructions resulted in improved PET image quality and overall improved lesion detectability. The smallest 3.7 mm sphere was only visible under the best imaging conditions. Using a typical clinical 124I whole-body PET/MRI protocol with an acquisition time of 8 min using OSEM reconstructions, all lesions of ≥ 6.5 mm in diameter could be detected and the quantification provided reliable results approximately above 5.0 kBq/mL. An accurate quantification of ACs in the 4.8 mm sphere was not feasible in this study. In the clinical evaluation of 10 lesions, a good agreement between oversize- and contour-based PVE corrections was observed (<15% deviation). CONCLUSIONS The results showed that a reliable quantification of 124I uptake with PET/MRI is feasible and, therefore, could be used to perform radioiodine pre-therapy lesion dosimetry and individualized therapy planning in DTC patients.
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Affiliation(s)
- Maike E. Lindemann
- High‐Field and Hybrid MR ImagingUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
| | - Walter Jentzen
- Department of Nuclear MedicineUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- German Cancer Consortium (DKTK, Partner Site Essen)EssenGermany
| | - David Kersting
- Department of Nuclear MedicineUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- German Cancer Consortium (DKTK, Partner Site Essen)EssenGermany
| | - Pedro Fragoso Costa
- Department of Nuclear MedicineUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- German Cancer Consortium (DKTK, Partner Site Essen)EssenGermany
| | - Alina Küper
- Department of Nuclear MedicineUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- German Cancer Consortium (DKTK, Partner Site Essen)EssenGermany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and NeuroradiologyUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
| | - Ken Herrmann
- Department of Nuclear MedicineUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- German Cancer Consortium (DKTK, Partner Site Essen)EssenGermany
| | - Harald H. Quick
- High‐Field and Hybrid MR ImagingUniversity Hospital EssenUniversity of Duisburg‐EssenEssenGermany
- Erwin L. Hahn Institute for Magnetic Resonance ImagingUniversity of Duisburg‐EssenEssenGermany
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Ahmed A, Ali M, Salah H, Eisa RE, Mohieldin H, Omer H, Sulieman A, Tamam N, Bradley D. Evaluation of uptake values of FDG: Body surface area Vs. body weight correction. Radiat Phys Chem Oxf Engl 1993 2022. [DOI: 10.1016/j.radphyschem.2022.110482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Satoh Y, Imai M, Ikegawa C, Hirata K, Abo N, Kusuzaki M, Oyama-Manabe N, Onishi H. Effect of radioactivity outside the field of view on image quality of dedicated breast positron emission tomography: preliminary phantom and clinical studies. Ann Nucl Med 2022; 36:1010-1018. [PMID: 36207497 DOI: 10.1007/s12149-022-01789-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 09/20/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Semi-quantitative positron emission tomography (PET) values, such as the maximum standardized uptake value (SUVmax), are widely used to identify malignant lesions and evaluate the response to treatment. The image quality of ring-shaped dedicated breast positron emission tomography (dbPET) has been known to decrease the closer it is to the detector's edge. This study aimed to investigate the effect of radioactivity (RI) outside the detector field of view (FOV) on the image quality of the ring-shaped dbPET. METHODS A breast phantom containing the left myocardium, which was prepared using a 3D printer, filled with 18F-fluorodeoxyglucose (FDG) solution with various RI concentration ratios (RCRs) of myocardium to background and scanned with the edge of an apex positioned exactly in line with the edge of the FOV of the dbPET scanner. The phantom image quality was visually and quantitatively evaluated. Following the phantom study, left-right breast differences (the left breast uptake ratio to the right breast (LUR)) on clinical dbPET images of 74 women were quantitatively evaluated. The relationships between these parameters, clinical indices, and FDG uptake in the left myocardium on PET/computed tomography (CT) images were analyzed. RESULTS The phantom study showed that the higher the RCR of the myocardium and the closer it is to the top edge of the phantom, the higher is the pixel value of the dbPET images. In a clinical study, LUR was significantly correlated with myocardial SUVmax (r = 0.96, p < 0.0001) and metabolic myocardial volume (r = 0.63, p = 0.001) for whole-body PET/CT imaging. Although no significant correlations were found between LUR and age (r = 0.05, p = 0.6865), body mass index (r = 0.03, p = 0.8178), or distance between the left myocardial apex and chest wall (r = 0.16, p = 0.1667). CONCLUSIONS FDG uptake in the myocardium affected dbPET images of the left breast, especially near the chest wall. Further, the effect of RI outside the FOV, such as in the myocardium, must be considered in the quantitative evaluation of breast cancer using dbPET.
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Affiliation(s)
- Yoko Satoh
- Yamanashi PET Imaging Clinic, Chuo City, Yamanashi Prefecture, Japan.
- Department of Radiology, University of Yamanashi, Chuo City, Yamanashi Prefecture, 409-3821, Japan.
| | - Masamichi Imai
- Yamanashi PET Imaging Clinic, Chuo City, Yamanashi Prefecture, Japan
| | - Chihiro Ikegawa
- Yamanashi PET Imaging Clinic, Chuo City, Yamanashi Prefecture, Japan
| | - Kenji Hirata
- Department of Diagnostic Imaging, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Norifumi Abo
- Central Institute of Isotope Science, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Mao Kusuzaki
- Research Institute for Electronic Science, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Noriko Oyama-Manabe
- Department of Radiology, Jichi Medical University Saitama Medical Center, Saitama, Japan
| | - Hiroshi Onishi
- Department of Radiology, University of Yamanashi, Chuo City, Yamanashi Prefecture, 409-3821, Japan
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Yu Y, Zhang L, Sultana B, Wang B, Sun H. Diagnostic value of integrated 18F-FDG PET/MRI for staging of endometrial carcinoma: comparison with PET/CT. BMC Cancer 2022; 22:947. [PMID: 36050751 PMCID: PMC9438318 DOI: 10.1186/s12885-022-10037-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 08/24/2022] [Indexed: 11/21/2022] Open
Abstract
Purpose To explore the diagnostic value of integrated positron emission tomography/magnetic resonance imaging (PET/MRI) for the staging of endometrial carcinoma and to investigate the associations between quantitative parameters derived from PET/MRI and clinicopathological characteristics of endometrial carcinoma. Methods Altogether, 57 patients with endometrial carcinoma who underwent PET/MRI and PET/computed tomography (PET/CT) preoperatively were included. Diagnostic performance of PET/MRI and PET/CT for staging was compared by three readers. Associations between PET/MRI quantitative parameters of primary tumor lesions and clinicopathological characteristics of endometrial carcinoma were analyzed. Histopathological results were used as the standard. Results The overall accuracy of the International Federation of Gynecology and Obstetrics (FIGO) staging for PET/MRI and PET/CT was 86.0% and 77.2%, respectively. PET/MRI had higher accuracy in diagnosing myometrial invasion and cervical invasion and an equivalent accuracy in diagnosing pelvic lymph node metastasis against PET/CT, although without significance. All PET/MRI quantitative parameters were significantly different between stage I and stage III tumors. Only SUVmax/ADCmin were significantly different between stage I and II tumors. No parameters were significantly different between stage II and III tumors. The SUVmax/ADCmin in the receiving operating characteristic (ROC) curve had a higher area under the ROC curve for differentiating stage I tumors and other stages of endometrial carcinoma. Conclusions PET/MRI had a higher accuracy for the staging of endometrial carcinoma, mainly for FIGO stage I tumors compared to PET/CT. PET/MRI quantitative parameters, especially SUVmax/ADCmin, were associated with tumor stage and other clinicopathological characteristics. Hence, PET/MRI may be a valuable imaging diagnostic tool for preoperative staging of endometrial carcinoma.
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Affiliation(s)
- Yang Yu
- Department of Radiology, Shengjing Hospital of China Medical University, Sanhao Street No36, Heping District, Shenyang, 110004, China.,Department of Nuclear Medicine, Shengjing Hospital of China Medical University, Shenyang, 110004, China.,Liaoning Provincial Key Laboratory of Medical Imaging, Shenyang, 110004, China
| | - Le Zhang
- Department of Radiology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266011, China
| | - Bilkis Sultana
- Department of Radiology, Shengjing Hospital of China Medical University, Sanhao Street No36, Heping District, Shenyang, 110004, China
| | - Bo Wang
- Department of Nuclear Medicine, Shengjing Hospital of China Medical University, Shenyang, 110004, China
| | - Hongzan Sun
- Department of Radiology, Shengjing Hospital of China Medical University, Sanhao Street No36, Heping District, Shenyang, 110004, China. .,Department of Nuclear Medicine, Shengjing Hospital of China Medical University, Shenyang, 110004, China. .,Liaoning Provincial Key Laboratory of Medical Imaging, Shenyang, 110004, China.
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Riauka TA, Baracos VE, Reif R, Juengling FD, Robinson DM, Wieler M, McEwan AJB. Rapid Standardized CT-Based Method to Determine Lean Body Mass SUV for PET-A Significant Improvement Over Prediction Equations. Front Oncol 2022; 12:812777. [PMID: 35875083 PMCID: PMC9302197 DOI: 10.3389/fonc.2022.812777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 05/26/2022] [Indexed: 01/18/2023] Open
Abstract
UNLABELLED In 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) studies, maximum standardized uptake value (SUVmax) is the parameter commonly used to provide a measurement of the metabolic activity of a tumor. SUV normalized by body mass is affected by the proportions of body fat and lean tissue, which present high variability in patients with cancer. SUV corrected by lean body mass (LBM), denoted as SUL, is recommended to provide more accurate, consistent, and reproducible SUV results; however, LBM is frequently estimated rather than measured. Given the increasing importance of a quantitative PET parameter, especially when comparing PET studies over time to evaluate disease response clinically, and its use in oncological clinical trials, we set out to evaluate the commonly used equations originally derived by James (1976) and Janmahasatian et al. (2005) against computerized tomography (CT)-derived measures of LBM. METHODS Whole-body 18F-FDG PET images of 195 adult patients with cancer were analyzed retrospectively. Representative liver SUVmean was normalized by total body mass. SUL was calculated using a quantitative determination of LBM based on the CT component of the PET/CT study (LBMCT) and compared against the equation-estimated SUL. Bland and Altman plots were generated for SUV-SUL differences. RESULTS This consecutive sample of patients undergoing usual care (men, n = 96; women, n = 99) varied in body mass (38-127 kg) and in Body Mass Index (BMI) (14.7-47.2 kg/m2). LBMCT weakly correlated with body mass (men, r2 = 0.32; women, r2 = 0.22), and thus SUV and SULCT were also weakly correlated (men, r2 = 0.24; women, r2 = 0.11). Equations proved inadequate for the assessment of LBM. LBM estimated by James' equation showed a mean bias (overestimation of LBM compared with LBMCT) in men (+6.13 kg; 95% CI 4.61-7.65) and in women (+6.32 kg; 95% CI 5.26-7.39). Janmahasatian's equation provided similarly poor performance. CONCLUSIONS CT-based LBM determinations incorporate the patient's current body composition at the time of a PET/CT study, and the information garnered can provide care teams with information with which to more accurately determine FDG uptake values, allowing comparability over multiple scans and treatment courses and will provide a robust basis for the use of PET Response Criteria in Solid Tumors (PERCIST) in clinical trials.
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Affiliation(s)
- Terence A. Riauka
- Division of Medical Physics, Department of Oncology, University of Alberta, Edmonton, AB, Canada
| | - Vickie E. Baracos
- Division of Palliative Care Medicine, Department of Oncology, University of Alberta, Edmonton, AB, Switzerland
| | - Rebecca Reif
- Division of Oncologic Imaging, Department of Oncology, University of Alberta, Edmonton, AB, Canada
| | - Freimut D. Juengling
- Division of Oncologic Imaging, Department of Oncology, University of Alberta, Edmonton, AB, Canada
- Medical Faculty, University Bern, Bern, Switzerland
| | - Don M. Robinson
- Division of Medical Physics, Department of Oncology, University of Alberta, Edmonton, AB, Canada
| | - Marguerite Wieler
- Department of Physical Therapy, University of Alberta, Edmonton, AB, Canada
| | - Alexander J. B. McEwan
- Division of Oncologic Imaging, Department of Oncology, University of Alberta, Edmonton, AB, Canada
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Grafe H, Lindemann ME, Weber M, Kirchner J, Binse I, Umutlu L, Herrmann K, Quick HH. Intra-Individual Comparison of 124I-PET/CT and 124I-PET/MR Hybrid Imaging of Patients with Resected Differentiated Thyroid Carcinoma: Aspects of Attenuation Correction. Cancers (Basel) 2022; 14:cancers14133040. [PMID: 35804811 PMCID: PMC9264885 DOI: 10.3390/cancers14133040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/03/2022] [Accepted: 06/15/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary This study evaluates the qualitative and quantitative differences between 124-iodine PET/CT and PET/MR in oncologic patients with differentiated thyroid carcinoma after thyroidectomy. The impact of improved MR-based attenuation correction (AC) using a bone atlas was analysed in PET/MR data. Despite different patient positioning and AC methods PET/CT and PET/MR provide overall comparable results in a clinical setting. The overall number of detected 124I-active lesions and the measured average SUVmean values for congruent lesions were higher for PET/MR when compared to PET/CT. The addition of bone to the MR-based AC in PET/MR slightly increased the SUVmean values for all detected lesions. Abstract Background: This study evaluates the quantitative differences between 124-iodine (I) positron emission tomography/computed tomography (PET/CT) and PET/magnetic resonance imaging (PET/MR) in patients with resected differentiated thyroid carcinoma (DTC). Methods: N = 43 124I PET/CT and PET/MR exams were included. CT-based attenuation correction (AC) in PET/CT and MR-based AC in PET/MR with bone atlas were compared concerning bone AC in the head-neck region. AC-map artifacts (e.g., dentures) were noted. Standardized uptake values (SUV) were measured in lesions in each PET data reconstruction. Relative differences in SUVmean were calculated between PET/CT and PET/MR with bone atlas. Results: Overall, n = 111 124I-avid lesions were detected in all PET/CT, while n = 132 lesions were detected in PET/MR. The median in SUVmean for n = 98 congruent lesions measured in PET/CT was 12.3. In PET/MR, the median in SUVmean was 16.6 with bone in MR-based AC. Conclusions: 124I-PET/CT and 124I-PET/MR hybrid imaging of patients with DTC after thyroidectomy provides overall comparable quantitative results in a clinical setting despite different patient positioning and AC methods. The overall number of detected 124I-avid lesions was higher for PET/MR compared to PET/CT. The measured average SUVmean values for congruent lesions were higher for PET/MR.
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Affiliation(s)
- Hong Grafe
- Department of Nuclear Medicine, University Hospital Essen, University Duisburg-Essen, Hufelandstr. 55, 45147 Essen, Germany; (M.W.); (I.B.); (K.H.)
- Correspondence: ; Tel.: +49-201-723-2033
| | - Maike E. Lindemann
- High-Field and Hybrid MR Imaging, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany; (M.E.L.); (H.H.Q.)
| | - Manuel Weber
- Department of Nuclear Medicine, University Hospital Essen, University Duisburg-Essen, Hufelandstr. 55, 45147 Essen, Germany; (M.W.); (I.B.); (K.H.)
| | - Julian Kirchner
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Hospital Dusseldorf, 40225 Dusseldorf, Germany;
| | - Ina Binse
- Department of Nuclear Medicine, University Hospital Essen, University Duisburg-Essen, Hufelandstr. 55, 45147 Essen, Germany; (M.W.); (I.B.); (K.H.)
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany;
| | - Ken Herrmann
- Department of Nuclear Medicine, University Hospital Essen, University Duisburg-Essen, Hufelandstr. 55, 45147 Essen, Germany; (M.W.); (I.B.); (K.H.)
| | - Harald H. Quick
- High-Field and Hybrid MR Imaging, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany; (M.E.L.); (H.H.Q.)
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, University Duisburg-Essen, 45141 Essen, Germany
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Satoh Y, Funayama S, Onishi H, Kirito K. Semi-automated histogram analysis of normal bone marrow using 18F-FDG PET/CT: correlation with clinical indicators. BMC Med Imaging 2022; 22:31. [PMID: 35197004 PMCID: PMC8867739 DOI: 10.1186/s12880-022-00757-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/11/2022] [Indexed: 11/10/2022] Open
Abstract
Background 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) is increasingly applied to the diagnosis of bone marrow failure such as myeloproliferative neoplasm, aplastic anemia, and myelodysplastic syndrome, as well as malignant lymphoma and multiple myeloma. However, few studies have shown a normal FDG uptake pattern. This study aimed to establish a standard of bone marrow FDG uptake by a reproducible quantitative method with fewer steps using deep learning-based organ segmentation. Methods Bone marrow PET images were obtained using segmented whole-spine and pelvic bone marrow cavity CT as mask images using a commercially available imaging workstation that implemented an automatic organ segmentation algorithm based on deep learning. The correlation between clinical indicators and quantitative PET parameters, including histogram features, was evaluated. Results A total of 98 healthy adults were analyzed. The volume of bone marrow PET extracted in men was significantly higher than that in women (p < 0.0001). Univariate and multivariate regression analyses showed that mean of standardized uptake value corrected by lean body mass (SULmean) and entropy in both men and women were inversely correlated with age (all p < 0.0001), and SULmax in women were also inversely correlated with age (p = 0.011). Conclusion A normal FDG uptake pattern was demonstrated by simplified FDG PET/CT bone marrow quantification.
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Affiliation(s)
- Yoko Satoh
- Yamanashi PET Imaging Clinic, Shimokato 3046-2, Chuo City, Yamanashi Prefecture, 409-3821, Japan. .,Department of Radiology, University of Yamanashi, Shimokato 1110, Chuo City, Yamanashi Prefecture, 409-3898, Japan.
| | - Satoshi Funayama
- Department of Radiology, University of Yamanashi, Shimokato 1110, Chuo City, Yamanashi Prefecture, 409-3898, Japan
| | - Hiroshi Onishi
- Department of Radiology, University of Yamanashi, Shimokato 1110, Chuo City, Yamanashi Prefecture, 409-3898, Japan
| | - Keita Kirito
- Department of Hematology and Oncology, University of Yamanashi, Shimokato 1110, Chuo City, Yamanashi Prefecture, 409-3898, Japan
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Rogasch JMM, Hofheinz F, van Heek L, Voltin CA, Boellaard R, Kobe C. Influences on PET Quantification and Interpretation. Diagnostics (Basel) 2022; 12:451. [PMID: 35204542 PMCID: PMC8871060 DOI: 10.3390/diagnostics12020451] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 01/06/2022] [Accepted: 02/08/2022] [Indexed: 01/21/2023] Open
Abstract
Various factors have been identified that influence quantitative accuracy and image interpretation in positron emission tomography (PET). Through the continuous introduction of new PET technology-both imaging hardware and reconstruction software-into clinical care, we now find ourselves in a transition period in which traditional and new technologies coexist. The effects on the clinical value of PET imaging and its interpretation in routine clinical practice require careful reevaluation. In this review, we provide a comprehensive summary of important factors influencing quantification and interpretation with a focus on recent developments in PET technology. Finally, we discuss the relationship between quantitative accuracy and subjective image interpretation.
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Affiliation(s)
- Julian M. M. Rogasch
- Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany;
- Berlin Institute of Health at Charité, Universitätsmedizin Berlin, 10178 Berlin, Germany
| | - Frank Hofheinz
- Institute of Radiopharmaceutical Cancer Research, Helmholtz Center Dresden-Rossendorf, 01328 Dresden, Germany;
| | - Lutz van Heek
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany; (L.v.H.); (C.-A.V.)
| | - Conrad-Amadeus Voltin
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany; (L.v.H.); (C.-A.V.)
| | - Ronald Boellaard
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam (CCA), Amsterdam University Medical Center, Free University Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Carsten Kobe
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany; (L.v.H.); (C.-A.V.)
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Hayashida K, Kawabata Y, Kato I, Kamiishi T, Matsuo K, Takeyama M, Inaba Y. Clinical and pathological analysis of giant cell tumor of bone with denosumab treatment and local recurrence. J Orthop Sci 2022; 27:215-221. [PMID: 33358447 DOI: 10.1016/j.jos.2020.11.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/09/2020] [Accepted: 11/10/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Giant cell tumor of bone (GCTB) is a primary bone tumor which comprises giant cells and two types of stromal cells. Recent studies have suggested therapeutic risks of denosumab. No previous studies have reported changes in serum TRACP-5b and SUVmax of 18F-FDG-PET/CT in recurred GCTB after denosumab treatment. Therefore, we assessed the relationship between clinical and pathological features of GCTB which recurred after denosumab treatment. METHODS We retrospectively reviewed the medical records of 26 patients with GCTB who underwent curettage between 2010 and 2018. Fourteen patients treated with denosumab were defined as the denosumab group. We evaluated TRACP-5b and SUVmax values in the denosumab group. H&E staining and immunohistochemistry for H3.3 G34W were performed for pathological assessment. Twelve patients treated without denosumab were defined as the non-denosumab group and compared with denosumab group. RESULTS The local recurrence rate in the denosumab group was 57.4%. The mean TRACP-5b and SUVmax values were significantly decreased after denosumab therapy (P < 0.001, 1077 ± 161 to 74 ± 9 mU/dL and 8.88 ± 0.40 to 3.79 ± 0.56, respectively). Both parameters significantly increased with local recurrence. H&E staining after denosumab treatment revealed the disappearance of giant cells and histological changes in stromal cells. Specimens of local recurrence subjected to H&E staining and immunohistochemistry for H3.3 G34W demonstrated almost identical features to those in the first biopsy. CONCLUSION Although denosumab can prevent GCTB from osteolysis, local recurrence cannot be reduced by denosumab treatment. The clinical and pathological results were almost the same as those before denosumab treatment, suggesting that the changes of GCTB by denosumab are reversible.
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Affiliation(s)
- Kenta Hayashida
- Yokohama City University, Department of Orthopaedic Surgery, Yokohama, Japan
| | - Yusuke Kawabata
- Yokohama City University, Department of Orthopaedic Surgery, Yokohama, Japan.
| | - Ikuma Kato
- Yokohama City University, Department of Molecular Pathology, Yokohama, Japan
| | - Takayuki Kamiishi
- Fujisawa City Hospital, Department of Orthopaedic Surgery, Fujisawa, Japan
| | - Kosuke Matsuo
- Fujisawa City Hospital, Department of Orthopaedic Surgery, Fujisawa, Japan
| | - Masanobu Takeyama
- Yokohama City University, Department of Orthopaedic Surgery, Yokohama, Japan
| | - Yutaka Inaba
- Yokohama City University, Department of Orthopaedic Surgery, Yokohama, Japan
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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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Brancato V, Borrelli P, Alfano V, Picardi M, Mascalchi M, Nicolai E, Salvatore M, Aiello M. The impact of MR-based attenuation correction in spinal cord FDG-PET/MR imaging for neurological studies. Med Phys 2021; 48:5924-5934. [PMID: 34369590 PMCID: PMC9293017 DOI: 10.1002/mp.15149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 05/30/2021] [Accepted: 07/24/2021] [Indexed: 11/21/2022] Open
Abstract
Purpose Positron emission tomography (PET) attenuation correction (AC) in positron emission tomography‐magnetic resonance (PET/MR) scanners constitutes a critical and barely explored issue in spinal cord investigation, mainly due to the limitations in accounting for highly attenuating bone structures which surround the spinal canal. Our study aims at evaluating the clinical suitability of MR‐driven AC (MRAC) for 18‐fluorodeoxy‐glucose positron emission tomography (18F‐FDG‐PET) in spinal cord. Methods Thirty‐six patients, undergoing positron emission tomography‐computed tomography (PET/CT) and PET/MR in the same session for oncological examination, were retrospectively analyzed. For each patient, raw PET data from PET/MR scanner were reconstructed with 4‐ and 5‐class MRAC maps, generated by hybrid PET/MR system (PET_MRAC4 and PET_MRAC5, respectively, where PET_MRAC is PET images reconstructed using MR‐based attenuation correction map), and an AC map derived from CT data after a custom co‐registration pipeline (PET_rCTAC, where PET_rCTAC is PET images reconstructed using CT‐based attenuation correction map), which served as reference. Mean PET standardized uptake values (SUVm) were extracted from the three reconstructed PET images by regions of interest (ROIs) identified on T2‐weighted MRI, in the spinal cord, lumbar cerebrospinal fluid (CSF), and vertebral marrow at five levels (C2, C5, T6, T12, and L3). SUVm values from PET_MRAC4 and PET_MRAC5 were compared with each other and with the reference by means of paired t‐test, and correlated using Pearson's correlation (r) to assess their consistency. Cohen's d was calculated to assess the magnitude of differences between PET images. Results SUVmvalues from PET_MRAC4 were lower than those from PET_MRAC5 in almost all analyzed ROIs, with a mean difference ranging from 0.03 to 0.26 (statistically significant in the vertebral marrow at C2 and C5, spinal cord at T6 and T2, and CSF at L3). This was also confirmed by the effect size, with highest values at low spinal levels (d = 0.45 at T12 in spinal cord, d = 0.95 at L3 in CSF). SUVm values from PET_MRAC4 and PET_MRAC5 showed a very good correlation (0.81 < r < 0.97, p < 0.05) in all spinal ROIs. Underestimation of SUVm between PET_MRAC4 and PET_rCTAC was observed at each level, with a mean difference ranging from 0.02 to 0.32 (statistically significant in the vertebral marrow at C2 and T6, and CSF at L3). Although PET_MRAC5 underestimates PET_rCTAC (mean difference ranging from 0.02 to 0.3), an overall decrease in effect size could be observed for PET_MRAC5, mainly at lower spinal levels (T12, L3). SUVm from both PET_MRAC4 and PET_MRAC5 methods showed r value from good to very good with respect to PET_rCTAC (0.67 < r < 0.9 and 0.73 < r < 0.94, p < 0.05, respectively). Conclusions Our results showed that neglecting bones in AC can underestimate the FDG uptake measurement of the spinal cord. The inclusion of bones in MRAC is far from negligible and improves the AC in spinal cord, mainly at low spinal levels. Therefore, care must be taken in the spinal canal region, and the use of AC map reconstruction methods accounting for bone structures could be beneficial.
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Affiliation(s)
| | | | | | - Marco Picardi
- Department of Clinical Medicine and Surgery, Federico II University Medical School, Naples, Italy
| | - Mario Mascalchi
- «Mario Serio» Department of Experimental and Clinical Biomedical Sciences, University of Florence, Italy
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Gong J, Liu H, Bao Z, Bian L, Li X, Meng Y. Relative clinical utility of simultaneous 18F-fluorodeoxyglucose PET/MRI and PET/CT for preoperative cervical cancer diagnosis. J Int Med Res 2021; 49:3000605211019190. [PMID: 34162259 PMCID: PMC8236793 DOI: 10.1177/03000605211019190] [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] [Indexed: 11/28/2022] Open
Abstract
Objective To investigate the utility of 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography/magnetic resonance imaging (PET/MRI) for the preoperative diagnosis of cervical cancer. Methods We retrospectively analyzed 114 patients who were diagnosed with cervical cancer and underwent PET/MRI (n = 59) or PET/computed tomography (PET/CT) (n = 65) before surgery. The maximal standardized uptake value (SUVmax) and mean SUV (SUVmean) were determined for regions of interest in the resultant radiographic images. Results Relative to PET/CT, 18F-FDG PET/MRI exhibited higher specificity and sensitivity in defining the primary tumor bounds and higher sensitivity for detection of bladder involvement. The SUVmax and SUVmean of PET/MRI were remarkably higher than those of PET/CT as a means of detecting primary tumors, bladder involvement, and the lymph node status. However, no significant differences in these values were detected when comparing the two imaging approaches as a means of detecting vaginal involvement or para-aortic lymph node metastasis. Conclusions These outcomes may demonstrate the capability of 18F-FDG PET/MRI to clarify preoperative cervical cancer diagnoses in the context of unclear PET/CT findings. However, studies directly comparing SUVs in different lesion types from patients who have undergone both PET/MRI and PET/CT scans are essential to validate and expand upon these findings.
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Affiliation(s)
- Jing Gong
- Department of Obstetrics and Gynecology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Honghong Liu
- Department of Nuclear Medicine, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Zhaoliang Bao
- Department of Obstetrics and Gynecology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Lihua Bian
- Department of Obstetrics and Gynecology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Xiuzhen Li
- Department of Obstetrics and Gynecology, People's Hospital of Shuangluan District, Chengde City, Hebei Province, China
| | - Yuanguang Meng
- Department of Obstetrics and Gynecology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
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Bochiński A, Sujenthiran A, Al-Hussini M, Fruhwirth GO, Shabbir M, Yap T. 18 F-FDG PET/CT use in functional assessment of the testes: A systematic review. Andrology 2021; 9:1410-1421. [PMID: 34019736 DOI: 10.1111/andr.13042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 04/29/2021] [Accepted: 05/18/2021] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Our study analysed previous studies employing positron emission tomography with co-registered computer tomography (PET/CT) in andrological patient evaluation and assessed the differences in 2-[18 F]F-fluoro-2'-deoxyglucose (FDG) uptake between three groups: healthy testes, benign and malignant testicular pathology. METHODS Medline and Embase were systematically searched for studies involving FDG-PET/CT imaging of testes with results expressed as mean standardised uptake value (SUVmean ). A one-way ANOVA was used to compare SUVmean between three groups. All papers assessing andrological parameters were pooled to compare fertility data. RESULTS Seventeen studies, including three relating to fertility diagnosis, with a total of 830 patients, were included in the review. One-way ANOVA showed a statistical difference between mean values of tracer SUVmean in healthy and malignant testes (Dif. = -2.77, 95% CI = -4.32 to 1.21, p < 0.01) as well as benign and malignant (Dif. = -2.95, 95% CI = -4.33 to -1.21, p < 0.01) but no difference between healthy and benign (Dif. = 0.19, 95% CI = -0.96 to 1.33, p = 0.90). There is some evidence to suggest that FDG uptake and testicular volume are positively correlated to total sperm count, sperm concentration and sperm motility and that germ cells are likely to account for the majority of testicular FDG accumulation. CONCLUSION Our findings indicate that malignant testicular lesions demonstrate a significantly higher FDG uptake than benign testicular lesions or healthy testes. Some evidence also suggests that FDG-PET could visualise metabolic activity and thus spermatogenesis; however more studies are required to determine whether FDG-PET could also be used to diagnose infertility. Further studies should focus on correlating both sex hormone-serum levels and semen analysis results with imaging data.
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Affiliation(s)
- Antoni Bochiński
- School of Bioscience Education, Guy's Campus, King's College London, London, UK
| | | | | | - Gilbert O Fruhwirth
- Imaging Therapies and Cancer Group, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Majed Shabbir
- Department of Urology, Guy's and St Thomas' NHS Trust, London, UK
| | - Tet Yap
- Department of Urology, Guy's and St Thomas' NHS Trust, London, UK
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Bruckmann NM, Lindemann ME, Grueneisen J, Grafe H, Li Y, Sawicki LM, Rischpler C, Herrmann K, Umutlu L, Quick HH, Schaarschmidt BM. Comparison of pre- and post-contrast-enhanced attenuation correction using a CAIPI-accelerated T1-weighted Dixon 3D-VIBE sequence in 68Ga-DOTATOC PET/MRI. Eur J Radiol 2021; 139:109691. [PMID: 33892276 DOI: 10.1016/j.ejrad.2021.109691] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 02/10/2021] [Accepted: 03/29/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVES To investigate the influence of contrast agent administration on attenuation correction (AC) based on a CAIPIRINHA (CAIPI)-accelerated T1-weighted Dixon 3D-VIBE sequence in 68Ga-DOTATOC PET/MRI. MATERIAL AND METHODS Fifty-one patients with neuroendocrine tumors underwent whole-body 68Ga-DOTATOC PET/MRI for tumor staging. Two PET reconstructions were performed using AC-maps that were created using a high-resolution CAIPI-accelerated Dixon-VIBE sequence with an additional bone atlas and truncation correction using the HUGE (B0 homogenization using gradient enhancement) method before and after application of Gadolinium (Gd)-based contrast agent. Standardized uptake values (SUVs) of 21 volumes of interest (VOIs) were compared between in both PET data sets per patient. A student's t-test for paired samples was performed to test for potential differences between both AC-maps and both reconstructed PET data sets. Bonferroni correction was performed to prevent α-error accumulation, p < 0.0024 was considered to indicate statistical significance. RESULTS Significant quantitative differences between SUVmax were found in the perirenal fat (19.65 ± 48.03 %, p < 0.0001), in the axillary fat (17.46 ± 63.67 %, p < 0.0001) and in the dorsal subcutaneous fat on level of lumbar vertebral body L4 (10.26 ± 25.29 %, p < 0.0001). Significant differences were also evident in the lungs apical (5.80 ± 10.53 %, p < 0.0001), dorsal at the level of the pulmonary trunk (15.04 ± 19.09 %, p < 0.0001) and dorsal in the basal lung (51.27 ± 147.61 %, p < 0.0001). CONCLUSION The administration of (Gd)-contrast agents in this study has shown a considerable influence on the AC-maps in PET/MRI and, consequently impacted quantification in the reconstructed PET data. Therefore, dedicated PET/MRI staging protocols have to be adjusted so that AC-map acquisition is performed prior to contrast agent administration.
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Affiliation(s)
- Nils Martin Bruckmann
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, D-40225, Germany.
| | - Maike E Lindemann
- High-Field and Hybrid MR Imaging, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Johannes Grueneisen
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Hong Grafe
- High-Field and Hybrid MR Imaging, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany; Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Yan Li
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Lino M Sawicki
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, D-40225, Germany
| | - Christoph Rischpler
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Ken Herrmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Harald H Quick
- High-Field and Hybrid MR Imaging, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
| | - Benedikt Michael Schaarschmidt
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, D-45147, Germany
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Bruckmann NM, Kirchner J, Grueneisen J, Li Y, McCutcheon A, Aigner C, Rischpler C, Sawicki LM, Herrmann K, Umutlu L, Schaarschmidt BM. Correlation of the apparent diffusion coefficient (ADC) and standardized uptake values (SUV) with overall survival in patients with primary non-small cell lung cancer (NSCLC) using 18F-FDG PET/MRI. Eur J Radiol 2020; 134:109422. [PMID: 33271432 DOI: 10.1016/j.ejrad.2020.109422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 10/18/2020] [Accepted: 11/15/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVES To investigate if the combined analysis of the apparent diffusion coefficient (ADC) and standardized uptake values (SUV) measured in 18F-fluoro-deoxy-glucose-positron emission tomography/magnetic resonance imaging (18F-FDG PET/MRI) examinations correlates with overall survival in non-small cell lung cancer (NSCLC). MATERIAL AND METHODS A total of 92 patients with newly diagnosed, histopathologically proven NSCLC (44 women and 48 men, mean age 63.1 ± 9.9y) underwent a dedicated thoracic 18F-FDG PET/MRI examination. A manually drawn polygonal region of interest (ROI), encompassing the entire primary tumor mass, was placed over the primary tumor on fused PET/MR images to determine the maximum and mean standardized uptake values (SUVmax; SUVmean) as well as on the ADC maps to quantify the mean and minimum ADC values (ADCmean, ADCmin). The impact of these parameters to predict patient's overall survival was tested using hazard ratios (HR). Pearson's correlation coefficients were calculated to assess dependencies between the different values. A p-value < 0.05 indicated statistical significance. RESULTS In all 92 patients (n = 59 dead at time of retrospective data collection, mean time till death: 19 ± 16 month, n = 33 alive, mean time to last follow-up: 56 ± 22 month) the Hazard ratios (HR) as independent predictors for overall survival (OS) of SUVmax were 2.37 (95 % CI: 1.23-4.59, p = 0.008) and for SUVmean 1.85 (95 % CI: 1.05-3.26, p = 0.03) while ADCmin showed a HR of 0.95 (95 % CI: 0.57-1.59, p = 0.842) and ADCmean a HR of 2.01 (95 % CI: 1.2-3.38, p = 0.007). Furthermore, a combined analysis for SUVmax/ADCmean, SUVmax / ADCmin and SUVmean/ADCmean revealed a HR of 2.01 (95 % CI: 1.10-3.67, p = 0.02), 1.75 (95 % CI: 0.97-3.15, p = 0.058) and 1.78 (95 % CI: 1.02-3.10, p = 0.04). CONCLUSION SUVmax and SUVmean of the primary tumor are predictors for OS in therapy-naive NSCLC patients, whereas the combined analysis of SUV and ADC values does not improve these results. Therefore, ADC values do not further enhance the diagnostic value of SUV as a prognostic biomarker in NSCLC.
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Affiliation(s)
- Nils Martin Bruckmann
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany; University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
| | - Julian Kirchner
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany
| | - Johannes Grueneisen
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Yan Li
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Angela McCutcheon
- Department of Medical Oncology, West German Cancer Center, University Hospital of Essen, D-45147 Essen, Germany
| | - Clemens Aigner
- Department of Thoracic Surgery, Ruhrlandklinik, University Duisburg-Essen, D-45239 Essen, Germany
| | - Christoph Rischpler
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Lino M Sawicki
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany
| | - Ken Herrmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Benedikt Michael Schaarschmidt
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
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Nakano T, Sakai M, Torikai K, Suzuki Y, Takeda S, Noda SE, Yamaguchi M, Nagao Y, Kikuchi M, Odaka H, Kamiya T, Kawachi N, Watanabe S, Arakawa K, Takahashi T. Imaging of 99mTc-DMSA and 18F-FDG in humans using a Si/CdTe Compton camera. ACTA ACUST UNITED AC 2020; 65:05LT01. [DOI: 10.1088/1361-6560/ab33d8] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Validation of MR-Based Attenuation Correction of a Newly Released Whole-Body Simultaneous PET/MR System. BIOMED RESEARCH INTERNATIONAL 2019; 2019:8213215. [PMID: 31886254 PMCID: PMC6915003 DOI: 10.1155/2019/8213215] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 10/22/2019] [Indexed: 11/18/2022]
Abstract
The aim of this study was to validate quantitative performance of a newly released simultaneous positron emission tomography (PET)/magnetic resonance imaging (MRI) scanner, by using MR-based attenuation correction (MRAC), both in phantom study and in patient study. PET/MRI image uniformities of a phantom under different hardware configurations were tested and compared. Thirty patients were examined with 2-deoxy-2-[18F]fluoro-D-glucose (18F-FDG) PET/computed tomography (CT) and subsequent PET/MRI. PET images from PET/MRI were corrected with MRAC (PETMR), CT-based attenuation maps (μ-maps, PETCT), and segmented CT μ-maps (PETCTSeg) derived from PET/CT. Standardized uptake values (SUVs) were compared among the 3 sets of PET in main organs (bone, liver and lung) and in 52 FDG-avid lesions, including soft-tissue lesions and bone lesions. The result showed that PET imaging uniformities of PET/MRI under different configurations were good (<8.8%). The SUV differences among the 3 sets of PET varied with organs and lesion types. In detail, the mean relative differences of SUV between PETMR and PETCT were as follows: -18.8%, bone (SUVmean); -8.0%, liver (SUVmean); -12.2%, lung (SUVmean); -18.1%, bone lesions (SUVmean); -13.3%, bone lesions (SUVmax); -8.2%, soft-tissue lesions (SUVmean); and -7.3%, soft-tissue lesions (SUVmax). The mean relative differences between PETMR and PETCTSeg were as follows: -19.0%, bone (SUVmean); -3.5%, liver (SUVmean); -3.3%, lung (SUVmean); -19.3%, bone lesions (SUVmean); -17.5%, bone lesions (SUVmax); -5.5%, soft-tissue lesions (SUVmean); and -4.4%, soft-tissue lesions (SUVmax). The differences of SUV between PETMR and PETCT were larger than those between PETMR and PETCTSeg, in both soft tissue and soft-tissue lesions (P < 0.001), but not in bone or bone lesions. In conclusion, MRAC in the newly released PET/MR system is accurate in most tissues, with SUV deviations being generally less than 10%, compared to PET/CT. In bone, however, underestimations can be substantial, which may be partially attributed to segmentation of the MR-based μ-maps.
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Imaging acquisition technique influences interpretation of positron emission tomography vascular activity in large-vessel vasculitis. Semin Arthritis Rheum 2019; 50:71-76. [PMID: 31375256 DOI: 10.1016/j.semarthrit.2019.07.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 07/17/2019] [Accepted: 07/22/2019] [Indexed: 11/20/2022]
Abstract
OBJECTIVES To determine the impact of imaging acquisition time on interpretation of disease activity on 18F-fluorodeoxyglucose positron emission tomography (PET) in large-vessel vasculitis (LVV) and assess the relationship between clinical features and image acquisition time. METHODS Patients with giant cell arteritis (GCA) and Takayasu's arteritis (TAK) were recruited into a prospective, observational cohort. After a single injection of FDG, all patients underwent two sequential PET scans at one and two-hour time points. Images were interpreted for active vasculitis by subjective assessment, qualitative assessment, and semi-quantitative assessment. Agreement was assessed by percent agreement, Cohen's kappa, and McNemar's test. Multivariable logistic regression identified associations between PET activity and clinical variables. RESULTS 79 patients (GCA = 44, TAK = 35) contributed 168 paired one and two-hour PET studies. A total of 94 out of 168 scans (56%) were interpreted as active at the one-hour time point, and 129 scans (77%) were interpreted as active at the two-hour time point (p < 0.01). Associations between clinical variables and PET activity categories (dual inactive, delayed active, dual active) were evaluated. Using multivariable nominal regression, clinically active disease was significantly more common in patients in the delayed active group (Odds Ratio 1.94, 95%CI 1.13-3.53; p = 0.02) and the dual active group (Odds Ratio 1.71, 95%CI 1.06-2.93; p = 0.04) compared to the dual inactive group. CONCLUSIONS Imaging protocol significantly influences interpretation of PET activity in LVV. A substantial proportion of patients with LVV have PET activity only detected by delayed imaging. These patients were significantly more likely to have concomitant clinically-determined active disease.
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18F-FDG-PET/MRI in preoperative staging of oesophageal and gastroesophageal junctional cancer. Clin Radiol 2019; 74:718-725. [PMID: 31221468 DOI: 10.1016/j.crad.2019.05.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 05/16/2019] [Indexed: 02/07/2023]
Abstract
AIM To evaluate integrated 2-[18F]-fluoro-2-deoxy-d-glucose (18F-FDG) positron-emission tomography (PET)/magnetic resonance imaging (MRI), in comparison with the standard technique, integrated 18F-FDG-PET/computed tomography (CT), in preoperative staging of oesophageal or gastroesophageal junctional cancer. MATERIALS AND METHODS In the preoperative staging of 16 patients with oesophageal or gastroesophageal junctional cancer, 18F-FDG-PET/MRI was performed immediately following the clinically indicated 18F-FDG-PET/CT. MRI-sequences included T1-weighted fat-water separation (Dixon's technique), T2-weighted, diffusion-weighted imaging (DWI), and gadolinium contrast-enhanced T1-weighted three-dimensional (3D) imaging. PET was performed with 18F-FDG. Two separate teams of radiologists conducted structured blinded readings of 18F-FDG-PET/MRI or 18F-FDG-PET/CT, which were then compared regarding tumour measurements and characteristics as well as assessment of inter-rater agreement (Cohen's kappa) for the clinical tumour, nodal and metastatic (TNM) stage. RESULTS There were no medical complications. Comparison of tumour measurements revealed high correlations without significant differences between modalities. The maximum standardised uptake value (SUVmax) values of the primary tumour with 18F-FDG-PET/MRI had excellent correlation to those of 18F-FDG-PET/CT (0.912, Spearman's rho). Inter-rater agreement between the techniques regarding T-stage was only fair (Cohen's kappa, 0.333), arguably owing to relative over-classification of the T-stage using 18F-FDG-PET/CT. Agreements in the assessment of N- and M-stage were substantial (Cohen's kappa, 0.849 and 0.871 respectively). CONCLUSION Preoperative staging with 18F-FDG-PET/MRI is safe and promising with the potential to enhance tissue resolution in the area of interest. 18F-FDG-PET/MRI and 18F-FDG-PET/CT correlated well for most of the measured values and discrepancies were seen mainly in the assessment of the T-stage. These results facilitate further studies investigating the role of 18F-FDG-PET/MRI in, e.g., predicting or determining the response to neoadjuvant therapy.
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Nensa F, Bamberg F, Rischpler C, Menezes L, Poeppel TD, la Fougère C, Beitzke D, Rasul S, Loewe C, Nikolaou K, Bucerius J, Kjaer A, Gutberlet M, Prakken NH, Vliegenthart R, Slart RHJA, Nekolla SG, Lassen ML, Pichler BJ, Schlosser T, Jacquier A, Quick HH, Schäfers M, Hacker M. Hybrid cardiac imaging using PET/MRI: a joint position statement by the European Society of Cardiovascular Radiology (ESCR) and the European Association of Nuclear Medicine (EANM). Eur Radiol 2018; 28:4086-4101. [PMID: 29717368 PMCID: PMC6132726 DOI: 10.1007/s00330-017-5008-4] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 07/01/2017] [Accepted: 07/27/2017] [Indexed: 12/19/2022]
Abstract
Positron emission tomography (PET) and magnetic resonance imaging (MRI) have both been used for decades in cardiovascular imaging. Since 2010, hybrid PET/MRI using sequential and integrated scanner platforms has been available, with hybrid cardiac PET/MR imaging protocols increasingly incorporated into clinical workflows. Given the range of complementary information provided by each method, the use of hybrid PET/MRI may be justified and beneficial in particular clinical settings for the evaluation of different disease entities. In the present joint position statement, we critically review the role and value of integrated PET/MRI in cardiovascular imaging, provide a technical overview of cardiac PET/MRI and practical advice related to the cardiac PET/MRI workflow, identify cardiovascular applications that can potentially benefit from hybrid PET/MRI, and describe the needs for future development and research. In order to encourage its wide dissemination, this article is freely accessible on the European Radiology and European Journal of Hybrid Imaging web sites. KEY POINTS • Studies and case-reports indicate that PET/MRI is a feasible and robust technology. • Promising fields of application include a variety of cardiac conditions. • Larger studies are required to demonstrate its incremental and cost-effective value. • The translation of novel radiopharmaceuticals and MR-sequences will provide exciting new opportunities.
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Affiliation(s)
- Felix Nensa
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Fabian Bamberg
- Department of Diagnostic and Interventional Radiology, University of Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.
| | - Christoph Rischpler
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Leon Menezes
- UCL Institute of Nuclear Medicine, and NIHR, University College London Hospitals Biomedical Research Centre, 5th Floor Tower, University College London Hospital, 235 Euston Road, London, NW1 2BU, UK
| | - Thorsten D Poeppel
- Klinik für Nuklearmedizin, Universitätsklinikum Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Christian la Fougère
- Nuklearmedizin und Klinische Molekulare Bildgebung, Otfried-Müller-Straße 14, 72076, Tübingen, Germany
| | - Dietrich Beitzke
- Department of Bioimaging and Image-Guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Sazan Rasul
- Department of Radiology and Nuclear Medicine, Medical University Vienna, Währinger Gürtel 18-20, Floor 5L, 1090, Vienna, Austria
| | - Christian Loewe
- Department of Bioimaging and Image-Guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Konstantin Nikolaou
- Department of Diagnostic and Interventional Radiology, University of Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Jan Bucerius
- Maastricht Oncology Centre, Medical University Maastricht, P. Debyelaan 25, 6229 HX, Maastrich, Netherlands
| | - Andreas Kjaer
- Section of Endocrinology Research, University of Copenhagen, Panum Instituttet, Blegdamsvej 3, 2200, 12.3, Copenhagen N, Denmark
| | - Matthias Gutberlet
- Diagnostic and Interventional Radiology, University of Leipzig-Heart Center, Strümpellstrasse 39, 04289, Leipzig, Germany
| | - Niek H Prakken
- University Medical Center Groningen, Department of Radiology, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, Netherlands
| | - Rozemarijn Vliegenthart
- University Medical Center Groningen, Department of Radiology, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, Netherlands
| | - Riemer H J A Slart
- Department of Nuclear Medicine and Molecular, University Medical Center Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, Netherlands
| | - Stephan G Nekolla
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Martin L Lassen
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, AKH-4L Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Bernd J Pichler
- Abteilung für Präklinische Bildgebung und Radiopharmazie, University of Tübingen, Röntgenweg 13, 72026, Tübingen, Germany
| | - Thomas Schlosser
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Alexis Jacquier
- Department of Cardiovascular and Thoracic Radiology, Assistance Publique Hopitaux de Marseille; University of Aix-Marseille, 264 rue Saint Pierre, 13385, Marseille, France
| | - Harald H Quick
- High-Field and Hybrid MR Imaging, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Michael Schäfers
- Department of Nuclear Medicine and European Institute for Molecular Imaging (EIMI), University of Münster, Albert-Schweitzer-Campus 1, building A1, 48149, Münster, Germany
| | - Marcus Hacker
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, Floor 5L, 1090, Vienna, Austria
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Kirchner J, Sawicki LM, Nensa F, Schaarschmidt BM, Reis H, Ingenwerth M, Bogner S, Aigner C, Buchbender C, Umutlu L, Antoch G, Herrmann K, Heusch P. Prospective comparison of 18F-FDG PET/MRI and 18F-FDG PET/CT for thoracic staging of non-small cell lung cancer. Eur J Nucl Med Mol Imaging 2018; 46:437-445. [PMID: 30074073 DOI: 10.1007/s00259-018-4109-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 07/23/2018] [Indexed: 12/20/2022]
Abstract
OBJECTIVES To compare the diagnostic performance of 18F-FDG PET/MRI and 18F-FDG PET/CT for primary and locoregional lymph node staging in non-small cell lung cancer (NSCLC). METHODS In this prospective study, a total of 84 patients (51 men, 33 women, mean age 62.5 ± 9.1 years) with histopathologically confirmed NSCLC underwent 18F-FDG PET/CT followed by 18F-FDG PET/MRI in a single injection protocol. Two readers independently assessed T and N staging in separate sessions according to the seventh edition of the American Joint Committee on Cancer staging manual for 18F-FDG PET/CT and 18F-FDG PET/MRI, respectively. Histopathology as a reference standard was available for N staging in all 84 patients and for T staging in 39 patients. Differences in staging accuracy were assessed by McNemars chi2 test. The maximum standardized uptake value (SUVmax) and longitudinal diameters of primary tumors were correlated using Pearson's coefficients. RESULTS T stage was categorized concordantly in 18F-FDG PET/MRI and 18F-FDG PET/CT in 38 of 39 (97.4%) patients. Herein, 18F-FDG PET/CT and 18F-FDG PET/MRI correctly determined the T stage in 92.3 and 89.7% of patients, respectively. N stage was categorized concordantly in 83 of 84 patients (98.8%). 18F-FDG PET/CT correctly determined the N stage in 78 of 84 patients (92.9%), while 18F-FDG PET/MRI correctly determined the N stage in 77 of 84 patients (91.7%). Differences between 18F-FDG PET/CT and 18F-FDG PET/MRI in T and N staging accuracy were not statistically significant (p > 0.5, each). Tumor size and SUVmax measurements derived from both imaging modalities exhibited excellent correlation (r = 0.963 and r = 0.901, respectively). CONCLUSION 18F-FDG PET/MRI and 18F-FDG PET/CT show an equivalently high diagnostic performance for T and N staging in patients suffering from NSCLC.
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Affiliation(s)
- Julian Kirchner
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany.
| | - Lino M Sawicki
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany
| | - Felix Nensa
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147, Essen, Germany
| | - Benedikt M Schaarschmidt
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany
| | - Henning Reis
- Institute of Pathology, University Hospital Essen, West German Cancer Center, University Duisburg-Essen and the German Cancer Consortium (DKTK) Essen, D-45147, Essen, Germany
| | - Marc Ingenwerth
- Institute of Pathology, University Hospital Essen, West German Cancer Center, University Duisburg-Essen and the German Cancer Consortium (DKTK) Essen, D-45147, Essen, Germany
| | - Simon Bogner
- Department of Medical Oncology, University Hospital Essen, West German Cancer Center, University of Duisburg-Essen, D-45122, Essen, Germany
| | - Clemens Aigner
- Department of Thoracic Surgery and Surgical Endoscopy, University Hospital Essen, Ruhrlandklinik, University of Duisburg-Essen, D-45147, Essen, Germany
| | - Christian Buchbender
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147, Essen, Germany
| | - Gerald Antoch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany
| | - Ken Herrmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, D-45147, Essen, Germany
| | - Philipp Heusch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Moorenstrasse 5, D-40225, Dusseldorf, Germany
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23
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Local and whole-body staging in patients with primary breast cancer: a comparison of one-step to two-step staging utilizing 18F-FDG-PET/MRI. Eur J Nucl Med Mol Imaging 2018; 45:2328-2337. [PMID: 30056547 DOI: 10.1007/s00259-018-4102-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/18/2018] [Indexed: 02/08/2023]
Abstract
OBJECTIVES The purpose of this study was to compare the diagnostic value of a one-step to a two-step staging algorithm utilizing 18F-FDG PET/MRI in breast cancer patients. METHODS A total of 38 patients (37 females and one male, mean age 57 ± 10 years; range 31-78 years) with newly diagnosed, histopathologically proven breast cancer were prospectively enrolled in this trial. All PET/MRI examinations were assessed for local tumor burden and metastatic spread in two separate reading sessions: (1) One-step algorithm comprising supine whole-body 18F-FDG PET/MRI, and (2) Two-step algorithm comprising a dedicated prone 18F-FDG breast PET/MRI and supine whole-body 18F-FDG PET/MRI. RESULTS On a patient based analysis the two-step algorithm correctly identified 37 out of 38 patients with breast carcinoma (97%), while five patients were missed by the one-step 18F-FDG PET/MRI algorithm (33/38; 87% correct identification). On a lesion-based analysis 56 breast cancer lesions were detected in the two-step algorithm and 44 breast cancer lesions could be correctly identified in the one-step 18F-FDG PET/MRI (79%), resulting in statistically significant differences between the two algorithms (p = 0.0015). For axillary lymph node evaluation sensitivity, specificity and accuracy was 93%, 95 and 94%, respectively. Furthermore, distant metastases could be detected in seven patients in both algorithms. CONCLUSION The results demonstrate the necessity and superiority of a two-step 18F-FDG PET/MRI algorithm, comprising dedicated prone breast imaging and supine whole-body imaging, when compared to the one-step algorithm for local and whole-body staging in breast cancer patients.
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24
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Capel E, Vatier C, Cervera P, Stojkovic T, Disse E, Cottereau AS, Auclair M, Verpont MC, Mosbah H, Gourdy P, Barraud S, Miquel A, Züchner S, Bonnefond A, Froguel P, Christin-Maitre S, Delemer B, Fève B, Laville M, Robert J, Tenenbaum F, Lascols O, Vigouroux C, Jéru I. MFN2-associated lipomatosis: Clinical spectrum and impact on adipose tissue. J Clin Lipidol 2018; 12:1420-1435. [PMID: 30158064 DOI: 10.1016/j.jacl.2018.07.009] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 05/25/2018] [Accepted: 07/17/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND Multiple symmetric lipomatosis (MSL) is characterized by upper-body lipomatous masses frequently associated with metabolic and neurological signs. MFN2 pathogenic variants were recently implicated in a very rare autosomal recessive form of MSL. MFN2 encodes mitofusin-2, a mitochondrial fusion protein previously involved in Charcot-Marie-Tooth neuropathy. OBJECTIVE To investigate the clinical, metabolic, tissular, and molecular characteristics of MFN2-associated MSL. METHODS We sequenced MFN2 in 66 patients referred for altered fat distribution with one or several lipomas or lipoma-like regions and performed clinical and metabolic investigations in patients with positive genetic testing. Lipomatous tissues were studied in 3 patients. RESULTS Six patients from 5 families carried a homozygous p.Arg707Trp pathogenic variant, representing the largest reported series of MFN2-associated MSL. Patients presented both lipomatous masses and a lipodystrophic syndrome (lipoatrophy, low leptinemia and adiponectinemia, hypertriglyceridemia, insulin resistance and/or diabetes). Charcot-Marie-Tooth neuropathy was of highly variable clinical severity. Lipomatous tissue mainly contained hyperplastic unilocular adipocytes, with few multilocular cells. It displayed numerous mitochondrial alterations (increased number and size, structural defects). As compared to control subcutaneous fat, mRNA and protein expression of leptin and adiponectin was strikingly decreased, whereas the CITED1 and fibroblast growth factor 21 (FGF21) thermogenic markers were strongly overexpressed. Consistently, serum FGF21 was markedly increased, and 18F-FDG-PET-scan revealed increased fat metabolic activity. CONCLUSION MFN2-related MSL is a novel mitochondrial lipodystrophic syndrome involving both lipomatous masses and lipoatrophy. Its complex neurological and metabolic phenotype justifies careful clinical evaluation and multidisciplinary care. Low leptinemia and adiponectinemia, high serum FGF21, and increased 18F-FDG body fat uptake may be disease markers.
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Affiliation(s)
- Emilie Capel
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France
| | - Camille Vatier
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Centre National de Référence des Pathologies Rares de l'Insulino-Sécrétion et de l'Insulino-Sensibilité (PRISIS), Service d'Endocrinologie, Diabétologie et Endocrinologie de la Reproduction, Paris, France
| | - Pascale Cervera
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Service d'Anatomie Pathologique, Paris, France
| | - Tanya Stojkovic
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtriére, Centre National de Référence des maladies neuromusculaires, Paris, France
| | - Emmanuel Disse
- Hospices Civils de Lyon, Université Lyon 1, Centre Hospitalier Lyon-Sud, Service d'Endocrinologie, Diabétologie et Nutrition, Lyon, France
| | - Anne-Ségolène Cottereau
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris, Hôpital Tenon, Service de Médecine Nucléaire, Sorbonne Université, Paris, France
| | - Martine Auclair
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France
| | - Marie-Christine Verpont
- Sorbonne Université, Inserm UMR_S1155, LUMIC, Plate-forme d'Imagerie et de Cytométrie de Tenon, Paris, France
| | - Héléna Mosbah
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Service de Diabétologie, Paris, France
| | - Pierre Gourdy
- Centre Hospitalo-Universitaire de Toulouse, Service de Diabétologie, Maladies Métaboliques et Nutrition, Université de Toulouse Paul Sabatier, Toulouse, France
| | - Sara Barraud
- Centre Hospitalo-Universitaire de Reims, Service d'Endocrinologie, Diabétologie et Nutrition, Reims, France
| | - Anne Miquel
- Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Service de Radiologie, Paris, France
| | - Stephan Züchner
- University of Miami, Miller School of Medicine, John P. Hussman Institute for Human Genomics, Miami, FL, USA
| | - Amélie Bonnefond
- Institut Pasteur de Lille, Université de Lille, CNRS UMR 8199, Lille, France
| | - Philippe Froguel
- Institut Pasteur de Lille, Université de Lille, CNRS UMR 8199, Lille, France
| | - Sophie Christin-Maitre
- Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Centre National de Référence des Pathologies Rares de l'Insulino-Sécrétion et de l'Insulino-Sensibilité (PRISIS), Service d'Endocrinologie, Diabétologie et Endocrinologie de la Reproduction, Paris, France
| | - Brigitte Delemer
- Centre Hospitalo-Universitaire de Reims, Service d'Endocrinologie, Diabétologie et Nutrition, Reims, France
| | - Bruno Fève
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Centre National de Référence des Pathologies Rares de l'Insulino-Sécrétion et de l'Insulino-Sensibilité (PRISIS), Service d'Endocrinologie, Diabétologie et Endocrinologie de la Reproduction, Paris, France
| | - Martine Laville
- Hospices Civils de Lyon, Université Lyon 1, Centre Hospitalier Lyon-Sud, Service d'Endocrinologie, Diabétologie et Nutrition, Lyon, France
| | - Juliette Robert
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France
| | - Florence Tenenbaum
- Assistance Publique-Hôpitaux de Paris, Hôpital Cochin, Département de Médecine Nucléaire, Paris, France
| | - Olivier Lascols
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Laboratoire Commun de Biologie et Génétique Moléculaires, Paris, France
| | - Corinne Vigouroux
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Centre National de Référence des Pathologies Rares de l'Insulino-Sécrétion et de l'Insulino-Sensibilité (PRISIS), Service d'Endocrinologie, Diabétologie et Endocrinologie de la Reproduction, Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Laboratoire Commun de Biologie et Génétique Moléculaires, Paris, France.
| | - Isabelle Jéru
- Sorbonne Université, Inserm UMR_S 938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-métabolisme et Nutrition (ICAN), Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Saint-Antoine, Laboratoire Commun de Biologie et Génétique Moléculaires, Paris, France
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Jentzen W, Phaosricharoen J, Gomez B, Hetkamp P, Stebner V, Binse I, Kinner S, Herrmann K, Sabet A, Nagarajah J. Quantitative performance of 124I PET/MR of neck lesions in thyroid cancer patients using 124I PET/CT as reference. EJNMMI Phys 2018; 5:13. [PMID: 30022353 PMCID: PMC6051951 DOI: 10.1186/s40658-018-0214-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 04/17/2018] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND In patients with differentiated thyroid cancer (DTC), serial 124I PET/CT imaging is, for instance, used to assess the absorbed (radiation) dose to lesions. Frequently, the lesions are located in the neck and they are close to or surrounded by different tissue types. In contrast to PET/CT, MR-based attenuation correction in PET/MR may be therefore challenging in the neck region. The aim of this retrospective study was to assess the quantitative performance of 124I PET/MRI of neck lesions by comparing the MR-based and CT-based 124I activity concentrations (ACs). Sixteen DTC patients underwent PET/CT scans at 24 and 120 h after administration of about 25 MBq 124I. Approximately 1 h before or after PET/CT examination, each patient additionally received a 24-h PET/MR scan and sometimes a 120-h PET/MR scan. PET images were reconstructed using the respective attenuation correction approach. Appropriate reconstruction parameters and corrections were used to harmonize the reconstructed PET images to provide, for instance, similar spatial resolution. For each lesion, two types of ACs were ascertained: the maximum AC (max-AC) and an average AC (avg-AC). The avg-AC is the average activity concentration obtained within a spherical volume of interest with a diameter of 7 mm, equaling the PET scanner resolution. For each type of AC, the percentage AC difference between MR-based and CT-based ACs was determined and Lin's concordance correlation analysis was applied. Quantitative performance was considered acceptable if the standard deviation was ± 25% (precision), and the mean value was within ± 10% (accuracy). RESULTS The avg-ACs (max-ACs within parentheses) of 74 lesions ranged from 0.20 (0.33) to 657 (733) kBq/mL. Excluding two lesions with ACs of approximately 1 kBq/mL, the mean (median) ± standard deviation (range) was - 4% (- 5%) ± 14% (- 28 to 29%) for the avg-AC and - 9% (- 11%) ± 14% (- 33 to 33%) for the max-AC. Lin's concordance correlation coefficients were ≥ 0.97, indicating substantial AC agreement. CONCLUSIONS Quantification of lesions in the neck region using 124I PET/MR showed acceptable quantitation performance to 124I PET/CT for AC above 1 kBq/mL. The PET/MRI-based 124I ACs in the neck region can be therefore reliably used in pre-therapy dosimetry planning.
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Affiliation(s)
- Walter Jentzen
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Jinda Phaosricharoen
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Benedikt Gomez
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Philipp Hetkamp
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Vanessa Stebner
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Ina Binse
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Sonja Kinner
- Department of Radiology, University of Duisburg-Essen, Essen, Germany
| | - Ken Herrmann
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany
| | - Amir Sabet
- Department of Nuclear Medicine, University Hospital Frankfurt, Frankfurt, Germany
| | - James Nagarajah
- Department of Nuclear Medicine, University of Duisburg-Essen, Hufelandstrasse 55, D-45122, Essen, Germany.
- Radboudumc, Department of Radiology and Nuclear Medicine, Nijmegen, The Netherlands.
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Nensa F, Bamberg F, Rischpler C, Menezes L, Poeppel TD, Fougère CL, Beitzke D, Rasul S, Loewe C, Nikolaou K, Bucerius J, Kjaer A, Gutberlet M, Prakken NH, Vliegenthart R, Slart RHJA, Nekolla SG, Lassen ML, Pichler BJ, Schlosser T, Jacquier A, Quick HH, Schäfers M, Hacker M. Hybrid cardiac imaging using PET/MRI: a joint position statement by the European Society of Cardiovascular Radiology (ESCR) and the European Association of Nuclear Medicine (EANM). Eur J Hybrid Imaging 2018. [DOI: 10.1186/s41824-018-0032-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
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Ponisio MR, Iranpour P, Khanna G, McConathy J. PET/MRI for Clinical Pediatric Oncologic Imaging. PET/MRI IN ONCOLOGY 2018:401-432. [DOI: 10.1007/978-3-319-68517-5_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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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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Kirchner J, Sawicki LM, Deuschl C, Grüneisen J, Beiderwellen K, Lauenstein TC, Herrmann K, Forsting M, Heusch P, Umutlu L. 18 F-FDG PET/MR imaging in patients with suspected liver lesions: Value of liver-specific contrast agent Gadobenate dimeglumine. PLoS One 2017; 12:e0180349. [PMID: 28683109 PMCID: PMC5500282 DOI: 10.1371/journal.pone.0180349] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 06/14/2017] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES To evaluate the added value of the application of the liver-specific contrast phase of Gadobenate dimeglumine (Gd-BOPTA) for detection and characterization of liver lesions in 18F-FDG PET/MRI. METHODS 41 patients with histologically confirmed solid tumors and known / suspected liver metastases or not classifiable lesions in 18F-FDG PET/CT were included in this study. All patients underwent a subsequent Gd-BOPTA enhanced 18F-FDG PET/MRI examination. MRI without liver-specific contrast phase (MRI1), MRI with liver-specific contrast phase (MRI2), 18F-FDG PET/MRI without liver-specific contrast phase (PET/MRI1) and with liver-specific contrast phase (PET/MRI2) were separately evaluated for suspect lesions regarding lesion dignity, characterization, conspicuity and confidence. RESULTS PET/MRI datasets enabled correct identification of 18/18 patients with malignant lesions; MRI datasets correctly identified 17/18 patients. On a lesion-based analysis PET/MRI2 provided highest accuracy for differentiation of lesions into malignant and benign lesions of 98% and 100%. Respective values were 95% and 100% for PET/MRI1, 93% and 96% for MRI2 and 91% and 93% for MRI1. Statistically significant higher diagnostic confidence was found for PET/MRI2 and MRI2 datasets compared to PET/MRI1 and MRI1, respectively (p < 0.001). CONCLUSION The application of the liver-specific contrast phase in 18F-FDG PET/MRI further increases the diagnostic accuracy and diagnostic confidence for correct assessment of benign and malignant liver lesions.
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Affiliation(s)
- Julian Kirchner
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
- * E-mail:
| | - Lino M. Sawicki
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Cornelius Deuschl
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
| | - Johannes Grüneisen
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
| | - Karsten Beiderwellen
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
| | - Thomas C. Lauenstein
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
| | - Ken Herrmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Michael Forsting
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
| | - Philipp Heusch
- Department of Diagnostic and Interventional Radiology, University Dusseldorf, Medical Faculty, Dusseldorf, Germany
| | - Lale Umutlu
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Duisburg-Essen, Germany
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Multiparametric voxel-based analyses of standardized uptake values and apparent diffusion coefficients of soft-tissue tumours with a positron emission tomography/magnetic resonance system: Preliminary results. Eur Radiol 2017. [PMID: 28639049 DOI: 10.1007/s00330-017-4912-y] [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: 02/07/2023]
Abstract
OBJECTIVES To investigate the usefulness of voxel-based analysis of standardized uptake values (SUVs) and apparent diffusion coefficients (ADCs) for evaluating soft-tissue tumour malignancy with a PET/MR system. METHODS Thirty-five subjects with either ten low/intermediate-grade tumours or 25 high-grade tumours were prospectively enrolled. Zoomed diffusion-weighted and fluorodeoxyglucose (18FDG)-PET images were acquired along with fat-suppressed T2-weighted images (FST2WIs). Regions of interest (ROIs) were drawn on FST2WIs including the tumour in all slices. ROIs were pasted onto PET and ADC-maps to measure SUVs and ADCs within tumour ROIs. Tumour volume, SUVmax, ADCminimum, the heterogeneity and the correlation coefficients of SUV and ADC were recorded. The parameters of high- and low/intermediate-grade groups were compared, and receiver operating characteristic (ROC) analysis was also performed. RESULTS The mean correlation coefficient for SUV and ADC in high-grade sarcomas was lower than that of low/intermediate-grade tumours (-0.41 ± 0.25 vs. -0.08 ± 0.34, P < 0.01). Other parameters did not differ significantly. ROC analysis demonstrated that correlation coefficient showed the best diagnostic performance for differentiating the two groups (AUC 0.79, sensitivity 96.0%, specificity 60%, accuracy 85.7%). CONCLUSIONS SUV and ADC determined via PET/MR may be useful for differentiating between high-grade and low/intermediate-grade soft tissue tumours. KEY POINTS • PET/MR allows voxel-based comparison of SUVs and ADCs in soft-tissue tumours. • A comprehensive assessment of internal heterogeneity was performed with scatter plots. • SUVmax or ADCminimum could not differentiate high-grade sarcoma from low/intermediate-grade tumours. • Only the correlation coefficient between SUV and ADC differentiated the two groups. • The correlation coefficient showed the best diagnostic performance by ROC analysis.
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Comparative characteristics of quantitative indexes for 18F-FDG uptake and metabolic volume in sequentially obtained PET/MRI and PET/CT. Nucl Med Commun 2017; 38:333-339. [DOI: 10.1097/mnm.0000000000000655] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Carluccio G, Ding YS, Logan J, Collins CM. On the potential for RF heating in MRI to affect metabolic rates and 18 FDG signal in PET/MR: simulations of long-duration, maximum normal mode heating. Med Phys 2017; 44:589-596. [PMID: 28133747 DOI: 10.1002/mp.12046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 11/06/2016] [Accepted: 11/14/2016] [Indexed: 11/05/2022] Open
Abstract
PURPOSE To examine the possibility that MR-induced RF power deposition (SAR) and the resulting effects on temperature-dependent metabolic rates or perfusion rates might affect observed 18FDG signal in PET/MR. METHODS Using numerical simulations of the SAR, consequent temperature increase, effect on rates of metabolism or perfusion, and [18FDG] throughout the body, we simulated the potential effect of maximum-allowable whole-body SAR for the entire duration of an hour-long PET/MR scan on observed PET signal for two different 18FDG injection times: one hour before onset of imaging and concurrent with the beginning of imaging. This was all repeated three times with the head, the heart, and the abdomen (kidneys) at the center of the RF coil. RESULTS Qualitatively, little effect of MR-induced heating is observed on simulated PET images. Maximum relative increases in PET signal (26% and 31% increase, respectively, for the uptake models based on metabolism and the perfusion) occur in regions of low baseline metabolic rate (also associated with low perfusion and, thus, greater potential temperature increase due to high local SAR), such that PET signal in these areas remains comparatively low. Maximum relative increases in regions of high metabolic rate (and also high perfusion: heart, thyroid, brain, etc.) are affected mostly by the relatively small increase in core body temperature and thus are not affected greatly (10% maximum increase). CONCLUSIONS Even for worst-case heating, little effect of MR-induced heating is expected on 18FDG PET images during PET/MR for many clinically relevant applications. For quantitative, dynamic MR/PET studies requiring high SAR for extended periods, it is hoped that methods like those introduced here can help account for such potential effects in design of a given study, including selection of reference locations that should not experience notable increase in temperature.
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Affiliation(s)
| | - Yu-Shin Ding
- Department of Radiology, New York University, New York, NY, 10016, USA
| | - Jean Logan
- Department of Radiology, New York University, New York, NY, 10016, USA
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Hjuler KF, Gormsen LC, Vendelbo MH, Egeberg A, Nielsen J, Iversen L. Increased global arterial and subcutaneous adipose tissue inflammation in patients with moderate-to-severe psoriasis. Br J Dermatol 2016; 176:732-740. [PMID: 27787888 DOI: 10.1111/bjd.15149] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND Psoriasis is associated with cardiovascular disease; it has been proposed that increased cardiovascular risk is caused by low-grade systemic inflammation involving organs and tissues other than the skin and joints. OBJECTIVES To investigate signs of vascular inflammation in untreated patients with moderate-to-severe psoriasis assessed by 18 F-fluorodeoxyglucose (FDG) positron emission tomography-computed tomography. A secondary objective was to assess signs of subcutaneous adipose tissue inflammation. METHODS This was an observational, controlled clinical study including patients with psoriasis (n = 12, mean ± SD age 61·4 ± 4·1 years, 83% men, mean ± SD Psoriasis Area Severity Index score 14·5 ± 4·3) and matched controls (n = 23, mean ± SD age 60·4 ± 4·5 years, 87% men). Vascular inflammation was measured using aortic maximal standardized uptake values (SUVmax ) and the target-to-background ratio (TBRmax ) of the whole vessel and aortic segments. Subcutaneous adipose tissue inflammation was assessed and compared with regard to SUVmax and TBRmax . RESULTS Arterial inflammation was increased in patients with psoriasis vs. controls (mean ± SD whole vessel TBRmax 2·46 ± 0·31 vs. 2·09 ± 0·36; P = 0·005). In patients with psoriasis, higher FDG uptake values were observed for all aortic segments except the ascending aorta. Subcutaneous adipose tissue FDG uptake was increased in patients with psoriasis vs. controls (mean ± SD TBRmax 0·49 ± 0·18 vs. 0·31 ± 0·12; P = 0·002). Associations remained significant after adjusting for body mass index and age. CONCLUSIONS Global arterial inflammation and subcutaneous inflammation were significantly increased in patients with moderate-to-severe psoriasis compared with controls.
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Affiliation(s)
- K F Hjuler
- Department of Dermatology, Aarhus University Hospital, Aarhus, Denmark
| | - L C Gormsen
- Department of Nuclear Medicine and PET Center, Aarhus University Hospital, Aarhus, Denmark
| | - M H Vendelbo
- Department of Nuclear Medicine and PET Center, Aarhus University Hospital, Aarhus, Denmark
| | - A Egeberg
- Department of Dermatology and Allergy, Herlev and Gentofte Hospital, University of Copenhagen, Hellerup, Denmark
| | - J Nielsen
- Department of Dermatology, Aarhus University Hospital, Aarhus, Denmark
| | - L Iversen
- Department of Dermatology, Aarhus University Hospital, Aarhus, Denmark
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Ferda J, Hromádka M, Baxa J. Imaging of the myocardium using 18 F-FDG-PET/MRI. Eur J Radiol 2016; 85:1900-1908. [DOI: 10.1016/j.ejrad.2016.07.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 07/17/2016] [Accepted: 07/19/2016] [Indexed: 11/24/2022]
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Software-based PET-MR image coregistration: combined PET-MRI for the rest of us! Pediatr Radiol 2016; 46:1552-61. [PMID: 27380195 PMCID: PMC5039099 DOI: 10.1007/s00247-016-3641-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 03/07/2016] [Accepted: 05/12/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND With the introduction of hybrid positron emission tomography/magnetic resonance imaging (PET/MRI), a new imaging option to acquire multimodality images with complementary anatomical and functional information has become available. Compared with hybrid PET/computed tomography (CT), hybrid PET/MRI is capable of providing superior anatomical detail while removing the radiation exposure associated with CT. The early adoption of hybrid PET/MRI, however, has been limited. OBJECTIVE To provide a viable alternative to the hybrid PET/MRI hardware by validating a software-based solution for PET-MR image coregistration. MATERIALS AND METHODS A fully automated, graphics processing unit-accelerated 3-D deformable image registration technique was used to align PET (acquired as PET/CT) and MR image pairs of 17 patients (age range: 10 months-21 years, mean: 10 years) who underwent PET/CT and body MRI (chest, abdomen or pelvis), which were performed within a 28-day (mean: 10.5 days) interval. MRI data for most of these cases included single-station post-contrast axial T1-weighted images. Following registration, maximum standardized uptake value (SUVmax) values observed in coregistered PET (cPET) and the original PET were compared for 82 volumes of interest. In addition, we calculated the target registration error as a measure of the quality of image coregistration, and evaluated the algorithm's performance in the context of interexpert variability. RESULTS The coregistration execution time averaged 97±45 s. The overall relative SUVmax difference was 7% between cPET-MRI and PET/CT. The average target registration error was 10.7±6.6 mm, which compared favorably with the typical voxel size (diagonal distance) of 8.0 mm (typical resolution: 0.66 mm × 0.66 mm × 8 mm) for MRI and 6.1 mm (typical resolution: 3.65 mm × 3.65 mm × 3.27 mm) for PET. The variability in landmark identification did not show statistically significant differences between the algorithm and a typical expert. CONCLUSION We have presented a software-based solution that achieves the many benefits of hybrid PET/MRI scanners without actually needing one. The method proved to be accurate and potentially clinically useful.
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Ponisio MR, McConathy J, Laforest R, Khanna G. Evaluation of diagnostic performance of whole-body simultaneous PET/MRI in pediatric lymphoma. Pediatr Radiol 2016; 46:1258-68. [PMID: 27003132 PMCID: PMC5841580 DOI: 10.1007/s00247-016-3601-3] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 01/24/2016] [Accepted: 02/26/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Whole-body (18)F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) is the standard of care for lymphoma. Simultaneous PET/MRI (magnetic resonance imaging) is a promising new modality that combines the metabolic information of PET with superior soft-tissue resolution and functional imaging capabilities of MRI while decreasing radiation dose. There is limited information on the clinical performance of PET/MRI in the pediatric setting. OBJECTIVE This study evaluated the feasibility, dosimetry, and qualitative and quantitative diagnostic performance of simultaneous whole-body FDG-PET/MRI in children with lymphoma compared to PET/CT. MATERIALS AND METHODS Children with lymphoma undergoing standard of care FDG-PET/CT were prospectively recruited for PET/MRI performed immediately after the PET/CT. Images were evaluated for quality, lesion detection and anatomical localization of FDG uptake. Maximum and mean standardized uptake values (SUVmax/mean) of normal organs and SUVmax of the most FDG-avid lesions were measured for PET/MRI and PET/CT. Estimation of radiation exposure was calculated using specific age-related factors. RESULTS Nine PET/MRI scans were performed in eight patients (mean age: 15.3 years). The mean time interval between PET/CT and PET/MRI was 51 ± 10 min. Both the PET/CT and PET/MRI exams had good image quality and alignment with complete (9/9) concordance in response assessment. The SUVs from PET/MRI and PET/CT were highly correlated for normal organs (SUVmean r(2): 0.88, P<0.0001) and very highly for FDG-avid lesions (SUVmax r(2): 0.94, P=0.0002). PET/MRI demonstrated an average percent radiation exposure reduction of 39% ± 13% compared with PET/CT. CONCLUSION Simultaneous whole-body PET/MRI is clinically feasible in pediatric lymphoma. PET/MRI performance is comparable to PET/CT for lesion detection and SUV measurements. Replacement of PET/CT with PET/MRI can significantly decrease radiation dose from diagnostic imaging in children.
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Affiliation(s)
- Maria Rosana Ponisio
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, 510 S. Kingshighway Blvd., St. Louis, MO, 63110, USA.
| | - Jonathan McConathy
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, 510 S. Kingshighway Blvd., St. Louis, MO 63110, USA
| | - Richard Laforest
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, 510 S. Kingshighway Blvd., St. Louis, MO 63110, USA
| | - Geetika Khanna
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, 510 S. Kingshighway Blvd., St. Louis, MO 63110, USA
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Goh V, Prezzi D, Mallia A, Bashir U, Stirling JJ, John J, Charles-Edwards G, MacKewn J, Cook G. Positron Emission Tomography/Magnetic Resonance Imaging of Gastrointestinal Cancers. Semin Ultrasound CT MR 2016; 37:352-7. [PMID: 27342899 DOI: 10.1053/j.sult.2016.02.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
As an integrated system, hybrid positron emission tomography/magnetic resonance imaging (PET/MRI) is able to provide simultaneously complementary high-resolution anatomic, molecular, and functional information, allowing comprehensive cancer phenotyping in a single imaging examination. In addition to an improved patient experience by combining 2 separate imaging examinations and streamlining the patient pathway, the superior soft tissue contrast resolution of MRI and the ability to acquire multiparametric MRI data is advantageous over computed tomography. For gastrointestinal cancers, this would improve tumor staging, assessment of neoadjuvant response, and of the likelihood of a complete (R0) resection in comparison with positron emission tomography or computed tomography.
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Affiliation(s)
- Vicky Goh
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Department of Radiology, Guy׳s & St Thomas׳ Hospitals, London, UK.
| | - Davide Prezzi
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Department of Radiology, Guy׳s & St Thomas׳ Hospitals, London, UK
| | - Andrew Mallia
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Guys and St Thomas׳ PET Centre, St Thomas׳ Hospital, King׳s College London, London, UK
| | - Usman Bashir
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Department of Radiology, Guy׳s & St Thomas׳ Hospitals, London, UK
| | - J James Stirling
- Guys and St Thomas׳ PET Centre, St Thomas׳ Hospital, King׳s College London, London, UK
| | - Joemon John
- Guys and St Thomas׳ PET Centre, St Thomas׳ Hospital, King׳s College London, London, UK
| | - Geoff Charles-Edwards
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Medical Physics, Guy׳s and St Thomas׳ Hospitals, London, UK
| | - Jane MacKewn
- Guys and St Thomas׳ PET Centre, St Thomas׳ Hospital, King׳s College London, London, UK
| | - Gary Cook
- Cancer Imaging Department, Division of Imaging Sciences & Biomedical Engineering, King׳s College London, London, UK; Guys and St Thomas׳ PET Centre, St Thomas׳ Hospital, King׳s College London, London, UK
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Rischpler C, Dirschinger RJ, Nekolla SG, Kossmann H, Nicolosi S, Hanus F, van Marwick S, Kunze KP, Meinicke A, Götze K, Kastrati A, Langwieser N, Ibrahim T, Nahrendorf M, Schwaiger M, Laugwitz KL. Prospective Evaluation of 18F-Fluorodeoxyglucose Uptake in Postischemic Myocardium by Simultaneous Positron Emission Tomography/Magnetic Resonance Imaging as a Prognostic Marker of Functional Outcome. Circ Cardiovasc Imaging 2016; 9:e004316. [PMID: 27056601 DOI: 10.1161/circimaging.115.004316] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Accepted: 02/12/2016] [Indexed: 01/01/2023]
Abstract
BACKGROUND The immune system orchestrates the repair of infarcted myocardium. Imaging of the cellular inflammatory response by (18)F-fluorodeoxyglucose ((18)F-FDG) positron emission tomography/magnetic resonance imaging in the heart has been demonstrated in preclinical and clinical studies. However, the clinical relevance of post-MI (18)F-FDG uptake in the heart has not been elucidated. The objective of this study was to explore the value of (18)F-FDG positron emission tomography/magnetic resonance imaging in patients after acute myocardial infarction as a biosignal for left ventricular functional outcome. METHODS AND RESULTS We prospectively enrolled 49 patients with ST-segment-elevation myocardial infarction and performed (18)F-FDG positron emission tomography/magnetic resonance imaging 5 days after percutaneous coronary intervention and follow-up cardiac magnetic resonance imaging after 6 to 9 months. In a subset of patients, (99m)Tc-sestamibi single-photon emission computed tomography was performed with tracer injection before revascularization. Cellular innate immune response was analyzed at multiple time points. Segmental comparison of (18)F-FDG-uptake and late gadolinium enhancement showed substantial overlap (κ=0.66), whereas quantitative analysis demonstrated that (18)F-FDG extent exceeded late gadolinium enhancement extent (33.2±16.2% left ventricular myocardium versus 20.4±10.6% left ventricular myocardium, P<0.0001) and corresponded to the area at risk (r=0.87, P<0.0001). The peripheral blood count of CD14(high)/CD16(+) monocytes correlated with the infarction size and (18)F-FDG signal extent (r=0.53, P<0.002 and r=0.42, P<0.02, respectively). (18)F-FDG uptake in the infarcted myocardium was highest in areas with transmural scar, and the standardized uptake valuemean was associated with left ventricular functional outcome independent of infarct size (Δ ejection fraction: P<0.04, Δ end-diastolic volume: P<0.02, Δ end-systolic volume: P<0.005). CONCLUSIONS In this study, the intensity of (18)F-FDG uptake in the myocardium after acute myocardial infarction correlated inversely with functional outcome at 6 months. Thus, (18)F-FDG uptake in infarcted myocardium may represent a novel biosignal of myocardial injury.
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Affiliation(s)
- Christoph Rischpler
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Ralf J Dirschinger
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Stephan G Nekolla
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Hans Kossmann
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Stefania Nicolosi
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Franziska Hanus
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Sandra van Marwick
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Karl P Kunze
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Alexander Meinicke
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Katharina Götze
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Adnan Kastrati
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Nicolas Langwieser
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Tareq Ibrahim
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Matthias Nahrendorf
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Markus Schwaiger
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.)
| | - Karl-Ludwig Laugwitz
- From the Nuklearmedizinische Klinik und Poliklinik, Klinikum rechts der Isar (C.R., S.G.N., S.N., S.v.M., K.P.K., A.M., M.S.), Medizinische Klinik und Poliklinik I, Klinikum rechts der Isar (R.J.D., H.K., F.H., N.L., T.I., K.-L.L.), Medizinische Klinik und Poliklinik III, Klinikum rechts der Isar (K.G.), and Deutsches Herzzentrum (A.K.), Technische Universität München, Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany (C.R., S.G.N., A.K., M.S., K.-L.L.); and Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston (M.N.).
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Atkinson W, Catana C, Abramson JS, Arabasz G, McDermott S, Catalano O, Muse V, Blake MA, Barnes J, Shelly M, Hochberg E, Rosen BR, Guimaraes AR. Hybrid FDG-PET/MR compared to FDG-PET/CT in adult lymphoma patients. Abdom Radiol (NY) 2016; 41:1338-48. [PMID: 27315095 DOI: 10.1007/s00261-016-0638-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
PURPOSE The goal of this study is to evaluate the diagnostic performance of simultaneous FDG-PET/MR including diffusion compared to FDG-PET/CT in patients with lymphoma. METHODS Eighteen patients with a confirmed diagnosis of non-Hodgkin's (NHL) or Hodgkin's lymphoma (HL) underwent an IRB-approved, single-injection/dual-imaging protocol consisting of a clinical FDG-PET/CT and subsequent FDG-PET/MR scan. PET images from both modalities were reconstructed iteratively. Attenuation correction was performed using low-dose CT data for PET/CT and Dixon-MR sequences for PET/MR. Diffusion-weighted imaging was performed. SUVmax was measured and compared between modalities and the apparent diffusion coefficient (ADC) using ROI analysis by an experienced radiologist using OsiriX. Strength of correlation between variables was measured using the Pearson correlation coefficient (r p). RESULTS Of the 18 patients included in this study, 5 had HL and 13 had NHL. The median age was 51 ± 14.8 years. Sixty-five FDG-avid lesions were identified. All FDG-avid lesions were visible with comparable contrast, and therefore initial and follow-up staging was identical between both examinations. SUVmax from FDG-PET/MR [(mean ± sem) (21.3 ± 2.07)] vs. FDG-PET/CT (mean 23.2 ± 2.8) demonstrated a strongly positive correlation [r s = 0.95 (0.94, 0.99); p < 0.0001]. There was no correlation found between ADCmin and SUVmax from FDG-PET/MR [r = 0.17(-0.07, 0.66); p = 0.09]. CONCLUSION FDG-PET/MR offers an equivalent whole-body staging examination as compared with PET/CT with an improved radiation safety profile in lymphoma patients. Correlation of ADC to SUVmax was weak, understating their lack of equivalence, but not undermining their potential synergy and differing importance.
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Affiliation(s)
- Wendy Atkinson
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Ciprian Catana
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Jeremy S Abramson
- Division of Hematology and Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Grae Arabasz
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Shanaugh McDermott
- Division of Abdominal Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Onofrio Catalano
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Victorine Muse
- Division of Thoracic Radiology, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Michael A Blake
- Division of Abdominal Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Jeffrey Barnes
- Division of Hematology and Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Martin Shelly
- Division of Abdominal Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Ephraim Hochberg
- Division of Hematology and Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Bruce R Rosen
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Alexander R Guimaraes
- Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA.
- Division of Abdominal Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02114, USA.
- Division of Body Imaging, Department of Diagnostic Radiology, Oregon Health Sciences University, 3181 SW Sam Jackson Park Rd., Mail Code L340, Portland, OR, 97239, USA.
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40
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Grueneisen J, Sawicki LM, Schaarschmidt BM, Suntharalingam S, von der Ropp S, Wetter A, Ruhlmann V, Quick HH, Forsting M, Umutlu L. Evaluation of a Fast Protocol for Staging Lymphoma Patients with Integrated PET/MRI. PLoS One 2016; 11:e0157880. [PMID: 27327617 PMCID: PMC4915683 DOI: 10.1371/journal.pone.0157880] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 06/06/2016] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The aim of this study was to assess the applicability of a fast MR-protocol for whole-body staging of lymphoma patients using an integrated PET/MR system. METHODS A total of 48 consecutive lymphoma patients underwent 52 clinically indicated PET/CT and subsequent PET/MRI examinations with the use of 18F-FDG. For PET/MR imaging, a fast whole-body MR-protocol was implemented. A radiologist and a nuclear medicine physician interpreted MRI and PET/MRI datasets in consensus and were instructed to identify manifestations of lymphoma on a site-specific analysis. The accuracy for the identification of active lymphoma disease was calculated and the tumor stage for each examination was determined. Furthermore, radiation doses derived from administered tracer activities and CT protocol parameters were estimated and the mean scan duration of PET/CT and PET/MR imaging was determined. Statistical analysis was performed to compare the diagnostic performance of PET/MRI and MRI alone. The results of PET/CT imaging, all available histopathological samples as well as results of prior examinations and follow-up imaging were used for the determination of the reference standard. RESULTS Active lymphoma disease was present in 28/52 examinations. PET/MRI revealed higher values of diagnostic accuracy for the identification of active lymphoma disease in those 52 examinations in comparison to MRI, however, results of the two ratings did not differ significantly. On a site specific analysis, PET/MRI showed a significantly higher accuracy for the identification of nodal manifestation of lymphoma (p<0.05) if compared to MRI, whereas ratings for extranodal regions did not reveal a significant difference. In addition, PET/MRI enabled correct identification of lymphoma stage in a higher percentage of patients than MRI (94% vs. 83%). Furthermore, SUVs derived from PET/MRI were significantly higher than in PET/CT, however, there was a strong positive correlation between SUVmax and SUVmean of the two imaging modalities (R = 0.91 p<0.001 and R = 0.87, p<0.001). Average scan duration of whole-body PET/CT and PET/MRI examinations amounted to 17.3±1.9 min and 27.8±3.7 min, respectively. Estimated mean effective-dose for whole-body PET/CT scans were 64.4% higher than for PET/MRI. CONCLUSIONS Our results demonstrate the usefulness of 18F-FDG PET data as a valuable additive to MRI for a more accurate evaluation of patients with lymphomas. With regard to patient comfort related to scan duration and a markedly reduced radiation exposure, fast PET/MRI may serve as a powerful alternative to PET/CT for a diagnostic workup of lymphoma patients.
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Affiliation(s)
- Johannes Grueneisen
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Lino Morris Sawicki
- Department of Diagnostic and Interventional Radiology, University Hospital Dusseldorf, University of Dusseldorf, Dusseldorf, Germany
| | - Benedikt Michael Schaarschmidt
- Department of Diagnostic and Interventional Radiology, University Hospital Dusseldorf, University of Dusseldorf, Dusseldorf, Germany
| | - Saravanabavaan Suntharalingam
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Sara von der Ropp
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Axel Wetter
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Verena Ruhlmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Harald H Quick
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, University of Duisburg-Essen, Essen, Germany.,High Field and Hybrid MR Imaging, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Michael Forsting
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
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41
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Comparison of Visceral Fat Measures with Cardiometabolic Risk Factors in Healthy Adults. PLoS One 2016; 11:e0153031. [PMID: 27043708 PMCID: PMC4820273 DOI: 10.1371/journal.pone.0153031] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 03/22/2016] [Indexed: 02/03/2023] Open
Abstract
We aimed to evaluate the associations of visceral adiposity with cardiometabolic risk factors in normal subjects with integrated 18F-Fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT). A total of 58 normal subjects who underwent 18F-FDG PET/CT scan for cancer screening were included in this study. Volume and average Hounsfield unit (HU) of visceral adipose tissue (VAT) was measured from CT components of integrated PET/CT. Standardized uptake values (SUVmax) of liver, spleen, lumbar spine and ascending aorta (AA) were measured from PET components of integrated PET/CT. Body mass index (coefficient 78.25, p = 0.0259), glucose (37.62, p<0.0001), insulin (348.90, p = 0.0011), logarithmic transformation of homeostatic model assessment index-insulin resistance (-2118.37, p = 0.0007), and VAT HU (-134.99, p<0.0001) were independently associated with VAT volume. Glucose (0.1187, p = 0.0098) and VAT volume (-0.004, p<0.0001) were found to be associated with VAT HU. Both VAT volume and VAT HU of whole abdominal cavity is significantly associated with cardiometabolic risk factors.
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PET/MRI with diagnostic MR sequences vs PET/CT in the detection of abdominal and pelvic cancer. Eur J Radiol 2016; 85:751-9. [DOI: 10.1016/j.ejrad.2016.01.010] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 01/10/2016] [Accepted: 01/16/2016] [Indexed: 11/17/2022]
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Ruhlmann V, Poeppel TD, Brandt AS, Grüneisen J, Ruhlmann M, Theysohn JM, Forsting M, Bockisch A, Umutlu L. (18)F-FDG PET/MRI evaluation of retroperitoneal fibrosis: a simultaneous multiparametric approach for diagnosing active disease. Eur J Nucl Med Mol Imaging 2016; 43:1646-52. [PMID: 26969347 DOI: 10.1007/s00259-016-3351-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 02/18/2016] [Indexed: 01/10/2023]
Abstract
PURPOSE The aim of this study was to evaluate integrated (18)F-FDG PET/MRI as a one-stop diagnostic procedure in the assessment of (active) idiopathic retroperitoneal fibrosis (RPF) METHODS: A total of 22 examinations comprising a PET/CT scan followed by a PET/MRI scan in 17 patients (13 men, 4 women, age 58 ± 11 years) with histopathologically confirmed RPF at diagnosis or during follow-up under steroid therapy were analysed in correlation with laboratory inflammation markers (ESR, CRP). The patient cohort was subdivided into two groups: 6 examinations in untreated and 16 in treated patients. Tissue formations in typically periaortic localization suggestive of RPF were visually and quantitatively evaluated. The PET analysis included the assessment of SUVmax and a qualitative score for FDG uptake in RPF tissue in relation to the uptake in the liver. MRI analysis included evaluation of the T2-weighted image signal intensity, contrast enhancement and diffusion restriction (ADC values). Mean values were compared using the Mann-Whitney U test. ADC, SUVmax and ESR values were correlated using Pearson's correlation. RESULTS MRI analysis revealed restricted diffusion in 100 % and 56 %, hyperintense T2 signal in 100 % and 31 %, and contrast enhancement in the periaortic tissue formation suggestive of RPF in 100 % and 62.5 % in the untreated and treated patients, respectively. In the qualitative and quantitative PET analysis, statistically significant differences were found for mean FDG uptake scores (2.5 ± 0.8 in untreated patients and 1.1 ± 0.9 in treated patients) and mean SUVmax (7.8 ± 3.5 and 4.1 ± 2.2, respectively). A strong correlation was found between the ADC values and SUVmax (Pearson r -0.65, P = 0.0019), and between ESR and CRP values and SUVmax (both r = 0.45, P = 0.061). CONCLUSION Integrated (18)F-FDG PET/MRI shows high diagnostic potential as a one-stop diagnostic procedure for the assessment of (active) RPF providing multiparametric supportive information.
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Affiliation(s)
- Verena Ruhlmann
- Department of Nuclear Medicine, Medical Faculty, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany.
| | - Thorsten Dirk Poeppel
- Department of Nuclear Medicine, Medical Faculty, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany
| | - Alexander Sascha Brandt
- Department of Urology and Paediatric Urology, HELIOS Medical Center Wuppertal, University Hospital Witten/Herdecke, Heusnerstr. 40, 42283, Wuppertal, Germany
| | - Johannes Grüneisen
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Marcus Ruhlmann
- Department of Nuclear Medicine, Medical Faculty, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany
| | - Jens Matthias Theysohn
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Michael Forsting
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Andreas Bockisch
- Department of Nuclear Medicine, Medical Faculty, University Duisburg-Essen, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
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Fraum TJ, Fowler KJ, McConathy J. Conspicuity of FDG-Avid Osseous Lesions on PET/MRI Versus PET/CT: a Quantitative and Visual Analysis. Nucl Med Mol Imaging 2016; 50:228-39. [PMID: 27540427 DOI: 10.1007/s13139-016-0403-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Revised: 01/14/2016] [Accepted: 02/02/2016] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Because standard MRI-based attenuation correction (AC) does not account for the attenuation of photons by cortical bone, PET/MRI may have reduced sensitivity for FDG-avid focal bone lesions (FFBLs). This study evaluates whether MRI-based AC compromises detection of FFBLs, by comparing their conspicuity both quantitatively and qualitatively on PET/MRI versus PET/CT. METHODS One hundred ninety general oncology patients underwent whole-body PET/CT followed by whole-body PET/MRI, utilizing the same FDG dose. Thirteen patients with a total of 50 FFBLs were identified. Using automated contouring software, a volumetric contour was generated for each FFBL. Adjacent regions of normal background bone (BB) were selected manually. For each contour, SUV-max and SUV-mean were determined. Lesion-to-background SUV ratios served as quantitative metrics of conspicuity. Additionally, two blinded readers evaluated the relative conspicuity of FFBLs on PET images derived from MRI-based AC versus CT-based AC. Visibility of an anatomic correlate for FFBLs on the corresponding CT and MR images was also assessed. RESULTS SUV-mean was lower on PET/MRI for both FFBLs (-6.5 %, p = 0.009) and BB (-20.5 %, p < 0.001). SUV-max was lower on PET/MRI for BB (-14.2 %, p = 0.002) but not for FFBLs (-6.2 %, p = 0.068). The ratio of FFBL SUV-mean to BB SUV-mean was higher for PET/MRI (+29.5 %, p < 0.001). Forty of 50 lesions (80 %) were visually deemed to be of equal or greater conspicuity on PET images derived from PET/MRI. Thirty-five of 50 FFBLs (70 %) had CT correlates, while 40/50 FFBLs (80 %) had a correlate on at least one MRI sequence. The mean interval from tracer administration to imaging was longer (p < 0.001) for PET/MRI (127 v. 62 min). CONCLUSIONS Both FFBLs and BB had lower mean SUVs on PET/MRI than PET/CT. This finding was likely in part due to differences in the handling of cortical bone by MRI-based AC versus CT-based AC. Despite this systematic bias, FFBLs had greater conspicuity on PET/MRI, both qualitatively and quantitatively. This difference was likely due to the longer tracer uptake times for PET/MRI, which allowed for more tracer accumulation by FFBLs and more tracer washout from BB. Our results suggest that whole-body PET/MRI and PET/CT provide comparable sensitivity for detection of FDG-avid focal bone lesions.
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Affiliation(s)
- Tyler J Fraum
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Campus Box 8131, 510 S. Kingshighway Blvd., Saint Louis, MO 63110 USA
| | - Kathryn J Fowler
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Campus Box 8131, 510 S. Kingshighway Blvd., Saint Louis, MO 63110 USA
| | - Jonathan McConathy
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Campus Box 8131, 510 S. Kingshighway Blvd., Saint Louis, MO 63110 USA
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Pujara AC, Raad RA, Ponzo F, Wassong C, Babb JS, Moy L, Melsaether AN. Standardized Uptake Values from PET/MRI in Metastatic Breast Cancer: An Organ-based Comparison With PET/CT. Breast J 2016; 22:264-73. [PMID: 26843433 DOI: 10.1111/tbj.12569] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Quantitative standardized uptake values (SUVs) from fluorine-18 (18F) fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) are commonly used to evaluate the extent of disease and response to treatment in breast cancer patients. Recently, PET/magnetic resonance imaging (MRI) has been shown to qualitatively detect metastases from various primary cancers with similar sensitivity to PET/CT. However, quantitative validation of PET/MRI requires assessing the reliability of SUVs from MR attenuation correction (MRAC) relative to CT attenuation correction (CTAC). The purpose of this retrospective study was to assess the utility of PET/MRI-derived SUVs in breast cancer patients by testing the hypothesis that SUVs derived from MRAC correlate well with those from CTAC. Between August 2012 and May 2013, 35 breast cancer patients (age 37-78 years, 1 man) underwent clinical 18F-FDG PET/CT followed by PET/MRI. One hundred seventy metastases were seen in 21 of 35 patients; metastases to bone in 16 patients, to liver in seven patients, and to nonaxillary lymph nodes in eight patients were sufficient for statistical analysis on an organ-specific per patient basis. SUVs in the most FDG-avid metastasis per organ per patient from PET/CT and PET/MRI were measured and compared using Pearson's correlations. Correlations between CTAC- and MRAC-derived SUVmax and SUVmean in 31 metastases to bone, liver, and nonaxillary lymph nodes were strong overall (ρ = 0.80, 0.81). SUVmax and SUVmean correlations were also strong on an organ-specific basis in 16 bone metastases (ρ = 0.76, 0.74), seven liver metastases (ρ = 0.85, 0.83), and eight nonaxillary lymph node metastases (ρ = 0.95, 0.91). These strong organ-specific correlations between SUVs from PET/CT and PET/MRI in breast cancer metastases support the use of SUVs from PET/MRI for quantitation of 18F-FDG activity.
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Affiliation(s)
- Akshat C Pujara
- Department of Radiology, New York University School of Medicine, New York, New York
| | - Roy A Raad
- Department of Radiology, New York University School of Medicine, New York, New York.,Nuclear Medicine Section, New York University School of Medicine, New York, New York
| | - Fabio Ponzo
- Department of Radiology, New York University School of Medicine, New York, New York.,Nuclear Medicine Section, New York University School of Medicine, New York, New York
| | - Carolyn Wassong
- Department of Radiology, New York University School of Medicine, New York, New York.,Breast Imaging Section, New York University School of Medicine, New York, New York
| | - James S Babb
- Department of Radiology, New York University School of Medicine, New York, New York.,Center for Advanced Imaging Innovation and Research (CAI(2)R), NYU Department of Radiology, New York, New York
| | - Linda Moy
- Department of Radiology, New York University School of Medicine, New York, New York.,Breast Imaging Section, New York University School of Medicine, New York, New York.,Center for Advanced Imaging Innovation and Research (CAI(2)R), NYU Department of Radiology, New York, New York
| | - Amy N Melsaether
- Department of Radiology, New York University School of Medicine, New York, New York.,Breast Imaging Section, New York University School of Medicine, New York, New York.,Center for Advanced Imaging Innovation and Research (CAI(2)R), NYU Department of Radiology, New York, New York
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Fraum TJ, Fowler KJ, McConathy J. PET/MRI: Emerging Clinical Applications in Oncology. Acad Radiol 2016; 23:220-36. [PMID: 26521689 DOI: 10.1016/j.acra.2015.09.008] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2015] [Revised: 08/08/2015] [Accepted: 09/27/2015] [Indexed: 01/09/2023]
Abstract
Positron emission tomography (PET), commonly performed in conjunction with computed tomography (CT), has revolutionized oncologic imaging. PET/CT has become the standard of care for the initial staging and assessment of treatment response for many different malignancies. Despite this success, PET/CT is often supplemented by magnetic resonance imaging (MRI), which offers superior soft-tissue contrast and a means of assessing cellular density with diffusion-weighted imaging. Consequently, PET/MRI, the newest clinical hybrid imaging modality, has the potential to provide added value over PET/CT or MRI alone. The purpose of this article is to provide a comprehensive review of the current body of literature pertaining to the clinical performance of PET/MRI, with the aim of summarizing current evidence and identifying gaps in knowledge to direct clinical expansion and future research. Multiple example cases are also provided to illustrate the central findings of these publications.
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Potential influence of Gadolinium contrast on image segmentation in MR-based attenuation correction with Dixon sequences in whole-body 18F-FDG PET/MR. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2015; 29:301-8. [DOI: 10.1007/s10334-015-0516-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Revised: 11/17/2015] [Accepted: 12/03/2015] [Indexed: 12/18/2022]
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Qualitative FDG PET Image Assessment Using Automated Three-Segment MR Attenuation Correction Versus CT Attenuation Correction in a Tertiary Pediatric Hospital: A Prospective Study. AJR Am J Roentgenol 2015; 205:652-8. [PMID: 26295654 DOI: 10.2214/ajr.14.14231] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE The purpose of this study was to systematically evaluate the diagnostic quality of (18)F-FDG PET images generated using MR attenuation correction (MRAC) compared with those images generated using CT attenuation correction (CTAC) in a pediatric population. SUBJECTS AND METHODS Forty-two patients (mean age, 12.8 years; percentage who were male, 57%) who were referred for 62 indicated whole-body PET/CT studies were prospectively recruited to undergo PET/MRI examinations during the same clinic visit in which PET/CT was performed. MRAC was performed using an automatic three-segment model. Three nuclear radiologists scored the diagnostic quality of the PET images generated by MRAC and CTAC using a Likert scale (range of scores, 1-5). Images graded with a score of 1-3 were considered clinically unacceptable, whereas images with a score of 4-5 were considered clinically acceptable. A Wilcoxon signed-rank test was used to compare differences in the grading of PET/MRI and PET/CT images. The Fisher exact test was used to evaluate potential differences in clinically acceptable image quality and the presence of artifact. Fleiss kappa statistics were used to examine interobserver agreement. RESULTS There was no statistically significant difference in the proportion of PET images generated with MRAC and CTAC for which image quality was considered clinically acceptable. A total of 3.9% of PET assessments generated with MRAC were of unacceptable image quality, compared with 2.2% of PET images generated with CTAC. Two of the three radiologists who reviewed the PET images reported the presence of artifacts more often on MRAC-derived images, and they graded the mean quality of these images 0.48 and 0.29 points lower on the 5-point Likert scale than they graded the mean quality of CTAC-derived images (p < 0.0001). Interobserver agreement was fair (κ = 0.39). CONCLUSION The diagnostic quality of PET images obtained from a pediatric population with the use of an automatic three-segmentation MRAC method was comparable to that of PET images obtained with the use of CTAC.
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Comparison of Standardized Uptake Values in Normal Structures Between PET/CT and PET/MRI in a Tertiary Pediatric Hospital: A Prospective Study. AJR Am J Roentgenol 2015; 205:1094-101. [DOI: 10.2214/ajr.15.14304] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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50
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Grueneisen J, Schaarschmidt BM, Heubner M, Suntharalingam S, Milk I, Kinner S, Heubner A, Forsting M, Lauenstein T, Ruhlmann V, Umutlu L. Implementation of FAST-PET/MRI for whole-body staging of female patients with recurrent pelvic malignancies: A comparison to PET/CT. Eur J Radiol 2015; 84:2097-102. [PMID: 26321491 DOI: 10.1016/j.ejrad.2015.08.010] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 08/02/2015] [Accepted: 08/13/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVES To compare the diagnostic competence of FAST-PET/MRI and PET/CT for whole-body staging of female patients suspect for a recurrence of a pelvic malignancy. METHODS 24 female patients with a suspected tumor recurrence underwent a PET/CT and subsequent PET/MRI examination. For PET/MRI readings a whole-body FAST-protocol was implemented. Two readers separately evaluated the PET/CT and FAST PET/MRI datasets regarding identification of all tumor lesions and qualitative assessment of visual lesion-to-background contrast (4-point ordinal scale). RESULTS Tumor relapse was present in 21 of the 24 patients. Both, PET/CT and PET/MRI allowed for correct identification of tumor recurrence in 20 of 21 cases. Lesion-based sensitivity, specificity, positive predictive value, negative predictive value and diagnostic accuracy for the detection of malignant lesions were 82%, 91%, 97%, 58% and 84% for PET/CT and 85%, 87%, 96%, 63% and 86% for PET/MRI, lacking significant differences. Furthermore, no significant difference for lesion-to-background contrast of malignant and benign lesions was found. CONCLUSION FAST-PET/MRI provides a comparably high diagnostic performance for restaging gynecological cancer patients compared to PET/CT with slightly prolonged scan duration, yet enabling a markedly reduced radiation exposure.
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Affiliation(s)
- Johannes Grueneisen
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany.
| | - Benedikt Michael Schaarschmidt
- Department of Diagnostic and Interventional Radiology, University Hospital Dusseldorf, University of Dusseldorf, D-40225 Dusseldorf, Germany
| | - Martin Heubner
- Department of Obstetrics and Gynecology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Saravanabavaan Suntharalingam
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Ines Milk
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Sonja Kinner
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Antonia Heubner
- Department of Obstetrics and Gynecology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Michael Forsting
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Thomas Lauenstein
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Verena Ruhlmann
- Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University of Duisburg-Essen, D-45147 Essen, Germany
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