47 results on '"Skawran S"'
Search Results
2. Bilateral Endoscopic Total Extraperitoneal (TEP) Inguinal Hernia Repair Does Not Induce Obstructive Azoospermia: Data of a Retrospective and Prospective Trial
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Skawran, S., Weyhe, D., Schmitz, B., Belyaev, O., and Bauer, K. H.
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- 2011
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3. Acute Liver Failure: From Bench to Bedside
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Palmes, D., Skawran, S., and Spiegel, H.-U.
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- 2005
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4. Bedeutung der Transplantatrearterialisierung nach auxiliärer partieller orthotoper Lebertransplantation (APOLT) in der Therapie des akuten Leberversagens
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Palmes, Daniel, primary, Dietl, K. H., additional, Budny, T., additional, Skawran, S., additional, Herbst, H., additional, and Spiegel, H. U., additional
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- 2002
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5. Development and evaluation of an experimental model for investigating the pathogenesis and therapeutic strategies of acute liver failure
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Skawran, S, Palmes, D, Budny, T, Bahde, R, Stratmann, U, and Spiegel, H.U
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- 2003
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6. The Monocle Sign on 18F-FDG-PET Indicates Contralateral Peripheral Facial Nerve Palsy
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Dana, F., Maurer, A., Muehlematter, U. J., Husmann, L., Schaab, J., Mader, C. E., Beintner-Skawran, S. E., Messerli, M., Sah, B. R., Dana, M., Dana, M., Duhnsen, S. H., Mueller, S. A., Stadler, T., Morand, G. B., Meerwein, C., Orita, E., Kaufmann, P. A., and Hüllner, M. W.
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- 2024
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7. Patientensicherheit in der Chirurgie – von der Theorie zur Praxis
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Skawran, S, Ludwig, AH, and Bauer, KH
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ddc: 610 ,610 Medical sciences ,Medicine - Abstract
Einleitung: Instrumente zur Patientensicherheit rücken zunehmend in den Mittelpunkt des Interesses. In der Chirurgie sind unerwünschte Ereignisse aufgrund von tiefgreifenden Folgen für Patienten, Behandler und Klinikträger von enormer Relevanz. Material und Methoden: In unserer[for full text, please go to the a.m. URL], 127. Kongress der Deutschen Gesellschaft für Chirurgie
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- 2010
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8. A case of port-site recurrence after laparoscopic adrenalectomy for solitary adrenal metastasis.
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Weyhe D, Belyaev O, Skawran S, Müller C, and Bauer K
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- 2007
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9. Treatment of Microcirculatory Disorders in Acute Liver Failure by an Endothelin- A Receptor Antagonist.
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Skawran, S., Palmes, D., Budny, T., Bahde, R., Holzen, J. P., tratmann, U., and Spiegel, H. U.
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ABDOMEN , *MICROCIRCULATION disorders , *LIVER failure , *LIVER cells , *ANTINEOPLASTIC agents , *THERAPEUTICS - Abstract
This article focuses on a study related to the treatment of microcirculatory disorders in acute liver failure by an endothelin- a receptor antagonist. Hepatocellular damage in acute liver failure (ALF) results both as a direct consequence of the initiating agent and indirect from the release of proinflammatory and cytotoxic mediators from activated, non-parenchymal sinusoidal-lining cells. Microcirculatory disorders are closely correlated to dysfunction of the liver during ALF. The treatment with selective antagonists of the endothelin-A-Receptor is a promising therapeutic approach of ALF by reducing microcirculatory lesions and their consequences affecting sinusoidal endothelium and hepatocytes.
- Published
- 2004
10. Reduction of Microcirculatory Disturbances and Transplant Dysfunction after Partial Liver Transplantation.
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Palmes, D., Skawran, S., Holzen, J. P., Budny, T. B., Stratmann, U., Herbst, H., and Spiegel, H. U.
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TRANSPLANTATION of organs, tissues, etc. , *LIVER , *MICROCIRCULATION , *LEUCOCYTES , *MICROSCOPY , *MEDICAL sciences - Abstract
Researchers studied a selective endothelin-A receptor antagonist for its potential influence on the microcirculation in the setting of partial liver transplantation. Ninetyeight isogeneic Lewis rats were divided into 4 groups: (I) partial liver transplantation, (II) partial liver transplantation treated with the Darusentan immediately before reperfusion, (III) full-size liver transplantation, (IV) sham operation. Subsequently, the liver microcirculation was evaluated by intravital microscopy, and survival, liver function, and morphology were followed up to the 14th day. Compared with full-size transplanted animals, rats subjected to partial liver transplantation without Darusentan, group (I), showed a lower survival rate. These animals displayed severe microcirculatory lesions characterized by a significantly decreased perfusion rate, increased leukocyte velocity, and increased leukocyte adhesion. Disintegration of endothelium and increased recruitment of Kupffer cells were a frequent morphologic finding. The Darusentan-treated group (II) showed improved survival as well as improved parameters of microcirculatory function and morphology.
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- 2004
11. Beneficial Effects of the Protein Heme Oxygenase-1 on the Ischemia/Reperfusion Injury after Isogeneic Orthotopic Renal Transplantation.
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Hoelzen, J. P., Bahde, R., August, Ch., Skawran, S., Lang, D., Heidenreich, S., Kebschull, L., and Spiegel, H. U.
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TRANSPLANTATION of organs, tissues, etc. ,PROTEINS ,APOPTOSIS ,CELL death ,ISCHEMIA ,BLOOD circulation disorders - Abstract
Cytoprotective proteins are highly involved in cellular injury and regeneration, apoptosis and inflammation in the setting of solid organ transplantation. In renal transplants, expression of protective proteins is demonstrable in the early ischemia/reperfusion phase. The aim of the study was to investigate the effects of the cytoprotective protein heme oxygenase-1 (HO-1) induced by the substance hemin in the setting of isogeneic renal transplantation. Thirty-five isogeneic male Lewis rats (200-250 g) were divided into three groups. In group I and II researchers performed total nephrectomy following orthotopic kidney transplantation.
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- 2004
12. Current Clinical Applications of PSMA-PET for Prostate Cancer Diagnosis, Staging, and Treatment.
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von Stauffenberg F, Poyet C, Beintner-Skawran S, Maurer A, and Schmid FA
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Over the past decade, prostate-specific membrane antigen positron emission tomography (PSMA-PET) has revolutionized prostate cancer (PCa) imaging, offering greater sensitivity and specificity compared to conventional imaging modalities such as CT, MRI, and bone scintigraphy. PSMA-PET is particularly valuable in staging newly diagnosed patients with intermediate- and high-risk disease, detecting biochemical recurrence, and evaluating metastatic cases. By utilizing radiotracers that accumulate specifically in PSMA-expressing cells, even small metastases can be detected, offering a detailed assessment of cancer extent and enabling more targeted diagnostic evaluations. Among the most utilized radiotracers, [
68 Ga]- and [18 F]-labeled PSMA tracers enable precise imaging even with low disease burden. This diagnostic precision also supports advanced therapeutic approaches, including metastasis-directed therapy for oligometastatic cases and systemic treatment options, such as radioligand therapy, which presents new treatment perspectives for metastatic, castration-resistant PCa. This review examines the evolution of PSMA-PET in the diagnostics and therapy of PCa while comparing the current recommendations from leading clinical guidelines. The integration of PSMA-PET into clinical practice has redefined the management of PCa, improving diagnostic accuracy and enabling personalized treatment strategies, while lacking prospective long-term outcome data. As PSMA-PET continues to expand in clinical application, this review highlights its significant advancements while critically addressing limitations to ensure balanced and evidence-based implementation in prostate cancer care.- Published
- 2024
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13. 18 F-FDG PET/CT for Detection of Immunotherapy-Induced Hypophysitis-A Case-Control Study.
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Fischer A, Martínez-Gómez JM, Mangana J, Dummer R, Erlic Z, Nölting S, Beuschlein F, Maurer A, Messerli M, Huellner MW, and Skawran S
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- Humans, Male, Female, Case-Control Studies, Middle Aged, Aged, Adult, Melanoma drug therapy, Melanoma diagnostic imaging, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography, Hypophysitis chemically induced, Hypophysitis diagnostic imaging, Immunotherapy adverse effects
- Abstract
Purpose: Hypophysitis occurs in up to 10% of patients treated with immune-checkpoint inhibitors (ICIs). MRI shows no abnormalities of the pituitary gland in one third of patients. A delayed diagnosis increases the risk for life-threatening adrenal crisis, underscoring the need for early detection. This study evaluates the diagnostic accuracy FDG PET/CT in detecting ICI-induced hypophysitis in a cohort of melanoma patients., Materials and Methods: Patients with metastatic melanoma and ICI-induced hypophysitis, who underwent FDG PET/CT 90 days before to 10 days after diagnosis, were compared with an age- and sex-matched control group of patients undergoing ICI treatment without signs of hypophysitis. The ratio of SUV max of the pituitary gland to the SUV mean of the blood pool (target-to-background ratio [TBR]) was calculated. Diagnostic accuracy of the TBR was assessed using area under the receiver operating characteristics curve analysis., Results: A total of 28 patients was included. The majority of patients with hypophysitis received ipilimumab/nivolumab (64.3%, 9/14). Visual assessment of the TBR distribution demonstrated a positive correlation with decreasing time to diagnosis. To evaluate diagnostic performance, only patients with FDG PET/CT 50 days before to 8 days after diagnosis (11/14) were included. TBR was significantly higher in these compared with the control group (median [interquartile range], 2.78 [2.41] vs 1.59 [0.70], respectively; P = 0.034). A sensitivity of 72.7% and a specificity of 90.9% were achieved at a TBR threshold of 2.41 (area under the receiver operating characteristics curve = 0.769)., Conclusions: Our findings suggest that, in patients undergoing ICI treatment for metastatic melanoma, a pituitary TBR of approximately 2.4 may indicate impending ICI-induced hypophysitis., Competing Interests: Conflicts of interest and sources of funding: Dr Stephan Skawran is supported by a grant from the Iten-Kohout Foundation, Switzerland and the Palatin-Foundation, Switzerland. Dr Alessa Fischer is supported by a research grant from the “Young Talents in Clinical Research” program of the SAMS and of the G. & J. Bangerter-Rhyner Foundation, Switzerland. Dr Michael Messerli received a research grant from the Iten-Kohaut Foundation, Switzerland. Dr Michael Messerli and Dr Martin W. Huellner are supported by a grant from the CRPP AI Oncological Imaging Network of the University of Zurich. Dr Martin W. Huellner received grants from GE Healthcare and a fund by the Alfred and Annemarie von Sick legacy for translational and clinical cardiac and oncological research. The melanoma registry database of the Department of Dermatology, University Hospital Zurich has been partially supported by an unrestricted grant to the University of Zurich from Amgen, Novartis, Bristol Myers Squibb, Merck Sharp & Dohme, and Pierre Fabre. The University Hospital of Zurich holds a research agreement with GE healthcare (unrelated to current study). Joanna Mangana has intermittent project focused consultant or advisory relationships with Merck Sharp & Dohme, Novartis, Bristol Myers Squibb, and Pierre Fabre and has received travel support from L’Oréal, Merck Sharp & Dohme, Bristol Myers and Squibb, und Pierre Fabre outside of the submitted work. Other than that, the authors declare that they have no competing interests., (Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc.)
- Published
- 2024
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14. The Monocle Sign on 18 F-FDG PET Indicates Contralateral Peripheral Facial Nerve Palsy.
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Dana F, Maurer A, Muehlematter UJ, Husmann L, Schaab J, Mader CE, Beintner-Skawran S, Messerli M, Sah BR, Dana M, Dana M, Duhnsen SH, Mueller SA, Stadler T, Morand GB, Meerwein C, Orita E, Kaufmann PA, and Huellner MW
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- Humans, Male, Female, Middle Aged, Adult, Facial Paralysis diagnostic imaging, Aged, Retrospective Studies, ROC Curve, Positron-Emission Tomography, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography
- Abstract
Background: The aim of our study was to retrospectively analyze FDG PET/CT data in patients with facial nerve palsy (FNP) for the presence of the monocle sign., Patients and Methods: A total of 85 patients with unilateral FNP were included into our study, thereof 73 with peripheral FNP and 12 with central FNP. FDG uptake (SUV max , SUV mean , total lesion glycolysis) was measured in both orbicularis oculi muscles (OOMs). FDG uptake of paretic and nonparetic muscles was compared in patients with FNP (Wilcoxon test and Mann-Whitney U test) and was also compared with FDG uptake in 33 patients without FNP (Mann-Whitney U test). SUV max ratios of OOM were compared. A receiver operating characteristic curve and Youden Index were used to determine the optimal cutoff SUV max ratio for the prevalence of contralateral peripheral FNP., Results: The SUV max ratio of OOM was significantly higher in patients with peripheral FNP compared with patients with central FNP and those without FNP (1.70 ± 0.94 vs 1.16 ± 0.09 vs 1.18 ± 0.21, respectively; P < 0.001). The SUV max ratio of OOM yielded an area under the curve (AUC) of 0.719 (95% confidence interval, 0.630-0.809), with an optimal cutoff of 1.41, yielding a specificity of 94.4% and a sensitivity of 44.1% for identifying contralateral peripheral FNP. One hundred percent specificity is achieved using a cutoff of 1.91 (sensitivity, 29.4%)., Conclusions: Asymmetrically increased FDG uptake of the OOM (the "monocle sign") indicates contralateral peripheral FNP. A nearly 2-fold higher SUV max represents a practically useful cutoff., Competing Interests: Conflicts of interest and sources of funding: M.H. received grants and speaker honoraria from GE Healthcare, a fund by the Alfred and Annemarie von Sick legacy, and a grant from the clinical research priority program Artificial Intelligence in Oncological Imaging Network of the University of Zurich. All other authors declare no conflicts of interest., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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15. Assessment of pelvic organ prolapse with the Pelvic Inclination Correction System: defining the normal range and threshold to pathology.
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Ghafoor S, Beintner-Skawran S, Betschart C, Winklehner T, and Reiner CS
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- Humans, Female, Prospective Studies, Adult, Middle Aged, Reference Values, Aged, Pelvic Organ Prolapse diagnostic imaging, Magnetic Resonance Imaging methods
- Abstract
Purpose: To define the normal range and threshold values for pathologic prolapse on MRI using the PICS line and assess its correlation with the pubococcygeal line (PCL)., Methods: This prospective, IRB-approved study included 20 nulliparous volunteers and 18 prolapse patients (POP-Q Stage ≥ 2). Organ positions (bladder, cervix, anorectal junction) relative to PICS and PCL were measured on dynamic MRI. Differences in organ position were compared. Receiver-operating characteristic (ROC) analysis was performed to identify cutoff values for prolapse using the PICS line. The correlation between PICS and PCL measurements was tested with Spearman's rank correlation., Results: In volunteers, median bladder and cervix positions measured to the PICS at rest were - 2.7 cm and - 5.3 cm compared to - 1.9 cm and - 2.7 cm in patients (p < 0.001). During straining, bladder and cervix were at - 0.9 cm and - 3.2 cm in volunteers versus + 2.5 cm and + 2.5 cm in patients (p < 0.001). Correlation was strong for PICS and PCL measurements for all three compartments (δ = 0.883-0.970, p ≤ 0.001). AUCs of PICS for the anterior and middle compartment were 0.98 (95% confidence interval [CI] 0.96-1.00, p < 0.001) and 0.96 (95% CI 0.89-1.00, p < 0.001) for differentiating patients from healthy volunteers. AUC for the posterior compartment was 0.76 (95% CI 0.57-0.96, p = 0.034)., Conclusion: PICS measurements reliably differentiate patients from volunteers in the anterior and middle compartment. Future studies need to identify a reliable threshold for the posterior compartment. PICS and PCL measurements are strongly correlated., (© 2024. The Author(s).)
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- 2024
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16. A third of the radiotracer dose: two decades of progress in pediatric [ 18 F]fluorodeoxyglucose PET/CT and PET/MR imaging.
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Waelti S, Skawran S, Sartoretti T, Schwyzer M, Gennari AG, Mader C, Treyer V, Kellenberger CJ, Burger IA, Hany T, Maurer A, Huellner MW, and Messerli M
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- Humans, Child, Adolescent, Child, Preschool, Infant, Female, Male, Retrospective Studies, Infant, Newborn, Radiation Dosage, Signal-To-Noise Ratio, Fluorodeoxyglucose F18, Radiopharmaceuticals, Positron Emission Tomography Computed Tomography methods, Magnetic Resonance Imaging methods
- Abstract
Objectives: To assess the evolution of administered radiotracer activity for F-18-fluorodeoxyglucose (18F-FDG) PET/CT or PET/MR in pediatric patients (0-16 years) between years 2000 and 2021., Methods: Pediatric patients (≤ 16 years) referred for 18F-FDG PET/CT or PET/MR imaging of the body during 2000 and 2021 were retrospectively included. The amount of administered radiotracer activity in megabecquerel (MBq) was recorded, and signal-to-noise ratio (SNR) was measured in the right liver lobe with a 4 cm
3 volume of interest as an indicator for objective image quality. Descriptive statistics were computed., Results: Two hundred forty-three children and adolescents underwent a total of 466 examinations. The median injected 18F-FDG activity in MBq decreased significantly from 296 MBq in 2000-2005 to 100 MBq in 2016-2021 (p < 0.001), equaling approximately one-third of the initial amount. The median SNR ratio was stable during all years with 11.7 (interquartile range [IQR] 10.7-12.9, p = 0.133)., Conclusions: Children have benefited from a massive reduction in the administered 18F-FDG dose over the past 20 years without compromising objective image quality., Clinical Relevance Statement: Radiotracer dose was reduced considerably over the past two decades of pediatric F-18-fluorodeoxyglucose PET/CT and PET/MR imaging highlighting the success of technical innovations in pediatric PET imaging., Key Points: • The evolution of administered radiotracer activity for F-18-fluorodeoxyglucose (18F-FDG) PET/CT or PET/MR in pediatric patients (0-16 years) between 2000 and 2021 was assessed. • The injected tracer activity decreased by 66% during the study period from 296 megabecquerel (MBq) to 100 MBq (p < 0.001). • The continuous implementation of technical innovations in pediatric hybrid 18F-FDG PET has led to a steady decrease in the amount of applied radiotracer, which is particularly beneficial for children who are more sensitive to radiation., (© 2023. The Author(s).)- Published
- 2024
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17. Quantitative 3D Analysis of Levator Ani Muscle Subdivisions in Nulliparous Women: MRI Feasibility Study.
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Moser N, Skawran S, Steigmiller K, Röhrnbauer B, Winklehner T, Reiner CS, and Betschart C
- Abstract
Background: The levator ani muscle (LAM) is crucial for pelvic floor stability, yet its quantitative MRI assessment is only a recent focus. Our study aims to standardize the quantitative analysis of the LAM morphology within the 3D Pelvic Inclination Correction System (3D-PICS)., Methods: We analyzed 35 static MR datasets from nulliparous women examining the pubovisceral (PVM), iliococcygeal (ICM), coccygeal (COC), and puborectal muscle (PRM). The PVM consists of three origin-insertion pairs, namely the puboanal (PAM), puboperineal (PPM) and pubovaginal muscle (PVaM). The analysis included a quantitative examination of the morphology of LAM, focusing on the median location (x/y/z) (x: anterior-posterior, y: superior-inferior, z: left-right) of the origin and insertion points (a), angles (b) and lengths (c) of LAM. Inter-rater reliability was calculated., Results: Interindividual variations in 3D coordinates among muscle subdivisions were shown. In all, 93% of all origin and insertion points were found within an SD of <8 mm. Angles to the xz-plane range between -15.4° (right PRM) and 40.7° (left PAM). The PRM is the largest pelvic muscle in static MRI. The ICC indicated moderate-to-good agreement between raters., Conclusions: The accurate morphometry of the LAM and its subdivisions, along with reliable inter-rater agreement, was demonstrated, enhancing the understanding of normal pelvic anatomy in young nulliparous women.
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- 2024
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18. Evaluating the biodistribution for [ 68 Ga]Ga-PSMA-11 and [ 18 F]F-PSMA-1007 PET/CT with an inter- and intrapatient based analysis.
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Popescu CE, Zhang B, Sartoretti T, Spielhofer N, Skawran S, Heimer J, Messerli M, Sauter A, Huellner MW, Kaufmann PA, Burger IA, and Maurer A
- Abstract
Background: Liver uptake in [
68 Ga]Ga-PSMA-11 PET is used as an internal reference in addition to clinical parameters to select patients for [177 Lu]Lu-PSMA-617 radioligand therapy (RLT). Due to increased demand, [68 Ga]Ga-PSMA-11 was replaced by [18 F]F-PSMA-1007, a more lipophilic tracer with different biodistribution and splenic uptake was suggested as a new internal reference. We compared the intra-patient tracer distribution between [68 Ga]Ga-PSMA-11 and [18 F]F-PSMA-1007., Methods: Fifty patients who underwent PET examinations in two centers with both [18 F]F-PSMA-1007 and [68 Ga]Ga-PSMA-11 within one year were included. Mean standardized uptake values (SUVmean ) were obtained for liver, spleen, salivary glands, blood pool, and bone. Primary tumor, local recurrence, lymph node, bone or visceral metastasis were also assessed for intra- and inter-individual comparison., Results: Liver SUVmean was significantly higher with [18 F]F-PSMA-1007 (11.7 ± 3.9) compared to [68 Ga]Ga-PSMA-11 (5.4 ± 1.7, p < .05) as well as splenic SUVmean (11.2 ± 3.5 vs.8.1 ± 3.5, p < .05). The blood pool was comparable between the two scans. Malignant lesions did not show higher SUVmean on [18 F]F-PSMA-1007. Intra-individual comparison of liver uptake between the two scans showed a linear association for liver uptake with SUVmean [68 Ga]Ga-PSMA-11 = 0.33 x SUVmean [18 F]F-PSMA-1007 + 1.52 (r = .78, p < .001)., Conclusion: Comparing biodistribution of [68 Ga]Ga and [18 F]F tracers, liver uptake on [68 Ga]Ga-PSMA-11 PET is the most robust internal reference value. Liver uptake of [18 F]F-PSMA-1007 was significantly higher, but so was the splenic uptake. The strong intra-individual association of hepatic accumulation between the two scans may allow using of a conversion factor for [18 F]F-PSMA-1007 as a basis for RLT selection., (© 2024. The Author(s).)- Published
- 2024
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19. MRI characterization of pelvic floor ligaments in nulliparous women: Technique development and morphometry within the 3D pelvic inclination correction system (3D-PICS).
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Matter L, Hebeisen M, Beintner-Skawran S, Reiner CS, and Betschart C
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- Humans, Female, Reproducibility of Results, Ligaments, Articular, Magnetic Resonance Imaging methods, Research Design, Pelvic Floor diagnostic imaging, Ligaments diagnostic imaging
- Abstract
Purpose: The aim of the MRI-study was to evaluate the visibility of the pelvic floor ligaments and to analyze the ligament morphometry in 3D space., Methods: Twenty-two nulliparous women underwent MRI with a ligament specific protocol. MR datasets were evaluated using the 3D Pelvic Inclination Correction System (3D-PICS). The round ligament (RL), sacrospinous ligament (SSL), sacrotuberous ligament (STL), urogenital diaphragm (UGD) and uterosacral ligament (USL) were analyzed. Qualitative and quantitative analysis was performed. 3D coordinates for origin and insertion points were determined relative to the symphysis; subsequently lengths and angles were calculated. Interrater reliability was calculated to validate the point determination method., Results: Moderate to good visibility was reported for the RL, the SSL, the STL and the UGD. Standard deviation of the points analyzed in the different dimensions vary from 1.5 mm to 21.3 mm. Origin and insertion points of the ligaments are found within a mean standard distance of 10.7 mm. The highest variability was seen in insertion points of RL, with a standard distance of 25.4 mm. The interrater reliability was good to very good (range of intraclass correlation coefficients (ICC) from 0.58 to 0.96), except for the UGD ventral points (ICC from 0.27 to 0.55)., Conclusions: This in-vivo MRI technique development study offers first exact data describing the pelvic floor ligaments in nulliparous women in 3D-PICS. Visibility, exact 3D coordinates of the origin and insertion points, lengths, angles and interrater reliability assessed for all parameters were evaluated morphometrically., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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20. Fully automated computational measurement of noise in positron emission tomography.
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Sartoretti T, Skawran S, Gennari AG, Maurer A, Euler A, Treyer V, Sartoretti E, Waelti S, Schwyzer M, von Schulthess GK, Burger IA, Huellner MW, and Messerli M
- Subjects
- Humans, Fluorodeoxyglucose F18, Liver diagnostic imaging, Algorithms, Positron Emission Tomography Computed Tomography, Phantoms, Imaging, Image Processing, Computer-Assisted methods, Positron-Emission Tomography methods
- Abstract
Objectives: To introduce an automated computational algorithm that estimates the global noise level across the whole imaging volume of PET datasets., Methods: [
18 F]FDG PET images of 38 patients were reconstructed with simulated decreasing acquisition times (15-120 s) resulting in increasing noise levels, and with block sequential regularized expectation maximization with beta values of 450 and 600 (Q.Clear 450 and 600). One reader performed manual volume-of-interest (VOI) based noise measurements in liver and lung parenchyma and two readers graded subjective image quality as sufficient or insufficient. An automated computational noise measurement algorithm was developed and deployed on the whole imaging volume of each reconstruction, delivering a single value representing the global image noise (Global Noise Index, GNI). Manual noise measurement values and subjective image quality gradings were compared with the GNI., Results: Irrespective of the absolute noise values, there was no significant difference between the GNI and manual liver measurements in terms of the distribution of noise values (p = 0.84 for Q.Clear 450, and p = 0.51 for Q.Clear 600). The GNI showed a fair to moderately strong correlation with manual noise measurements in liver parenchyma (r = 0.6 in Q.Clear 450, r = 0.54 in Q.Clear 600, all p < 0.001), and a fair correlation with manual noise measurements in lung parenchyma (r = 0.52 in Q.Clear 450, r = 0.33 in Q.Clear 600, all p < 0.001). Classification performance of the GNI for subjective image quality was AUC 0.898 for Q.Clear 450 and 0.919 for Q.Clear 600., Conclusion: An algorithm provides an accurate and meaningful estimation of the global noise level encountered in clinical PET imaging datasets., Clinical Relevance Statement: An automated computational approach that measures the global noise level of PET imaging datasets may facilitate quality standardization and benchmarking of clinical PET imaging within and across institutions., Key Points: • Noise is an important quantitative marker that strongly impacts image quality of PET images. • An automated computational noise measurement algorithm provides an accurate and meaningful estimation of the global noise level encountered in clinical PET imaging datasets. • An automated computational approach that measures the global noise level of PET imaging datasets may facilitate quality standardization and benchmarking as well as protocol harmonization., (© 2023. The Author(s).)- Published
- 2024
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21. Evolution of CT radiation dose in pediatric patients undergoing hybrid 2-[ 18 F]FDG PET/CT between 2007 and 2021.
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Skawran S, Sartoretti T, Gennari AG, Schwyzer M, Sartoretti E, Treyer V, Maurer A, Huellner MW, Waelti S, and Messerli M
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- Female, Humans, Child, Adolescent, Radiation Dosage, Tomography, X-Ray Computed methods, Brain, Positron Emission Tomography Computed Tomography, Fluorodeoxyglucose F18
- Abstract
Objectives: To evaluate the evolution of CT radiation dose in pediatric patients undergoing hybrid 2-[
18 F]fluoro-2-deoxy-D-glucose (2-[18 F]FDG) PET/CT between 2007 and 2021., Methods and Materials: Data from all pediatric patients aged 0-18 years who underwent hybrid 2-[18 F]FDG PET/CT of the body between January 2007 and May 2021 were reviewed. Demographic and imaging parameters were collected. A board-certified radiologist reviewed all CT scans and measured image noise in the brain, liver, and adductor muscles., Results: 294 scans from 167 children (72 females (43%); median age: 14 (IQR 10-15) years; BMI: median 17.5 (IQR 15-20.4) kg/m2 ) were included. CT dose index-volume (CTDIvol) and dose length product (DLP) both decreased significantly from 2007 to 2021 (both p < 0.001, Spearman's rho coefficients -0.46 and -0.35, respectively). Specifically, from 2007 to 2009 to 2019-2021 CTDIvol and DLP decreased from 2.94 (2.14-2.99) mGy and 309 (230-371) mGy*cm, respectively, to 0.855 (0.568-1.11) mGy and 108 (65.6-207) mGy*cm, respectively. From 2007 to 2021, image noise in the brain and liver remained constant ( p = 0.26 and p = 0.06), while it decreased in the adductor muscles ( p = 0.007). Peak tube voltage selection (in kilovolt, kV) of CT scans shifted from high kV imaging (140 or 120kVp) to low kV imaging (100 or 80kVp) ( p < 0.001) from 2007 to 2021., Conclusion: CT radiation dose in pediatric patients undergoing hybrid 2-[18 F]FDG PET/CT has decreased in recent years equaling approximately one-third of the initial amount., Advances in Knowledge: Over the past 15 years, CT radiation dose decreased considerably in pediatric patients undergoing hybrid imaging, while objective image quality may not have been compromised.- Published
- 2023
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22. Sinonasal mucosal melanoma treatment response assessment to immune checkpoint inhibitors using hybrid positron emission tomography imaging.
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Maurer A, Gstrein NA, Dimitriou F, Sartoretti T, Schaab JA, Looman EL, Balermpas P, Rupp NJ, Freiberger SN, Soyka MB, Holzmann D, Mauthe T, Mueller SA, Beintner-Skawran S, Messerli M, Kenkel D, Huellner MW, and Meerwein CM
- Subjects
- Humans, Immune Checkpoint Inhibitors pharmacology, Immune Checkpoint Inhibitors therapeutic use, Positron Emission Tomography Computed Tomography methods, Retrospective Studies, Positron-Emission Tomography, Fluorodeoxyglucose F18, Melanoma diagnostic imaging, Melanoma drug therapy, Melanoma pathology, Paranasal Sinus Neoplasms pathology
- Abstract
The purpose of this retrospective study was to investigate response of sinonasal mucosal melanoma (SMM) patients to treatment with immune checkpoint inhibitors (ICI), using hybrid PET imaging. Fifteen SMM patients underwent hybrid PET imaging before and three months after initiation of ICI. The disease-specific survival (DSS) was calculated. Quantitative PET parameters of the primary tumor and their association with DSS and therapy response were investigated. Nine of the fifteen (60%) patients responded to ICI therapy. Patients with therapy response depicted on hybrid PET imaging had better DSS than those without (p = 0.0058). Quantitative PET parameters of the initial PET harbored no association with DSS or therapy response. However, these findings lack of sufficient statistical power and must be interpreted with caution. The first restaging PET-imaging after ICI initiation can help stratify patients with regard to DSS., (© 2023. The Author(s).)
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- 2023
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23. Characterization of hypermetabolic lymph nodes after SARS-CoV-2 vaccination using PET-CT derived node-RADS, in patients with melanoma.
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Gennari AG, Rossi A, Sartoretti T, Maurer A, Skawran S, Treyer V, Sartoretti E, Curioni-Fontecedro A, Schwyzer M, Waelti S, Huellner MW, and Messerli M
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- Humans, Positron Emission Tomography Computed Tomography methods, COVID-19 Vaccines, SARS-CoV-2, Fluorodeoxyglucose F18, Retrospective Studies, Neoplasm Staging, Lymphatic Metastasis pathology, Lymph Nodes diagnostic imaging, Lymph Nodes pathology, Vaccination, Radiopharmaceuticals, COVID-19 diagnostic imaging, COVID-19 pathology, Melanoma diagnostic imaging, Melanoma pathology
- Abstract
This study aimed to evaluate the diagnostic accuracy of Node Reporting and Data System (Node-RADS) in discriminating between normal, reactive, and metastatic axillary LNs in patients with melanoma who underwent SARS-CoV-2 vaccination. Patients with proven melanoma who underwent a 2-[
18 F]-fluoro-2-deoxy-D-glucose positron emission tomography/computed tomography (2-[18 F]-FDG PET/CT) between February and April 2021 were included in this retrospective study. Primary melanoma site, vaccination status, injection site, and 2-[18 F]-FDG PET/CT were used to classify axillary LNs into normal, inflammatory, and metastatic (combined classification). An adapted Node-RADS classification (A-Node-RADS) was generated based on LN anatomical characteristics on low-dose CT images and compared to the combined classification. 108 patients were included in the study (54 vaccinated). HALNs were detected in 42 patients (32.8%), of whom 97.6% were vaccinated. 172 LNs were classified as normal, 30 as inflammatory, and 14 as metastatic using the combined classification. 152, 22, 29, 12, and 1 LNs were classified A-Node-RADS 1, 2, 3, 4, and 5, respectively. Hence, 174, 29, and 13 LNs were deemed benign, equivocal, and metastatic. The concordance between the classifications was very good (Cohen's k: 0.91, CI 0.86-0.95; p-value < 0.0001). A-Node-RADS can assist the classification of axillary LNs in melanoma patients who underwent 2-[18 F]-FDG PET/CT and SARS-CoV-2 vaccination., (© 2023. The Author(s).)- Published
- 2023
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24. Automated F18-FDG PET/CT image quality assessment using deep neural networks on a latest 6-ring digital detector system.
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Schwyzer M, Skawran S, Gennari AG, Waelti SL, Walter JE, Curioni-Fontecedro A, Hofbauer M, Maurer A, Huellner MW, and Messerli M
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- Positron-Emission Tomography, Neural Networks, Computer, Algorithms, Image Processing, Computer-Assisted methods, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography methods
- Abstract
To evaluate whether a machine learning classifier can evaluate image quality of maximum intensity projection (MIP) images from F18-FDG-PET scans. A total of 400 MIP images from F18-FDG-PET with simulated decreasing acquisition time (120 s, 90 s, 60 s, 30 s and 15 s per bed-position) using block sequential regularized expectation maximization (BSREM) with a beta-value of 450 and 600 were created. A machine learning classifier was fed with 283 images rated "sufficient image quality" and 117 images rated "insufficient image quality". The classification performance of the machine learning classifier was assessed by calculating sensitivity, specificity, and area under the receiver operating characteristics curve (AUC) using reader-based classification as the target. Classification performance of the machine learning classifier was AUC 0.978 for BSREM beta 450 and 0.967 for BSREM beta 600. The algorithm showed a sensitivity of 89% and 94% and a specificity of 94% and 94% for the reconstruction BSREM 450 and 600, respectively. Automated assessment of image quality from F18-FDG-PET images using a machine learning classifier provides equivalent performance to manual assessment by experienced radiologists., (© 2023. The Author(s).)
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- 2023
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25. Prediction of pelvic lymph node metastases and PSMA PET positive pelvic lymph nodes with multiparametric MRI and clinical information in primary staging of prostate cancer.
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Hötker AM, Mühlematter U, Beintner-Skawran S, Ghafoor S, Burger I, Huellner M, Eberli D, and Donati OF
- Abstract
Purpose: To compare the accuracy of multiparametric MRI (mpMRI),
68 Ga-PSMA PET and the Briganti 2019 nomogram in the prediction of metastatic pelvic lymph nodes (PLN) in prostate cancer, to assess the accuracy of mpMRI and the Briganti nomogram in prediction of PET positive PLN and to investigate the added value of quantitative mpMRI parameters to the Briganti nomogram., Method: This retrospective IRB-approved study included 41 patients with prostate cancer undergoing mpMRI and68 Ga-PSMA PET/CT or MR prior to prostatectomy and pelvic lymph node dissection. A board-certified radiologist assessed the index lesion on diffusion-weighted (Apparent Diffusion Coefficient, ADC; mean/volume), T2-weighted (capsular contact length, lesion volume/maximal diameters) and contrast-enhanced (iAUC, kep , Ktrans , ve ) sequences. The probability for metastatic pelvic lymph nodes was calculated using the Briganti 2019 nomogram. PET examinations were evaluated by two board-certified nuclear medicine physicians., Results: The Briganti 2019 nomogram performed superiorly (AUC: 0.89) compared to quantitative mpMRI parameters (AUCs: 0.47-0.73) and68 Ga-PSMA-11 PET (AUC: 0.82) in the prediction of PLN metastases and superiorly (AUC: 0.77) in the prediction of PSMA PET positive PLN compared to MRI parameters (AUCs: 0.49-0.73). The addition of mean ADC and ADC volume from mpMRI improved the Briganti model by a fraction of new information of 0.21., Conclusions: The Briganti 2019 nomogram performed superiorly in the prediction of metastatic and PSMA PET positive PLN, but the addition of parameters from mpMRI can further improve its accuracy. The combined model could be used to stratify patients requiring ePLND or PSMA PET., Competing Interests: The authors declare no conflict of interest., (© 2023 The Authors.)- Published
- 2023
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26. Fully automated deep learning powered calcium scoring in patients undergoing myocardial perfusion imaging.
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Sartoretti T, Gennari AG, Sartoretti E, Skawran S, Maurer A, Buechel RR, and Messerli M
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- Humans, Calcium, Prospective Studies, Tomography, Emission-Computed, Single-Photon methods, Coronary Artery Disease, Deep Learning, Myocardial Perfusion Imaging methods
- Abstract
Background: To assess the accuracy of fully automated deep learning (DL) based coronary artery calcium scoring (CACS) from non-contrast computed tomography (CT) as acquired for attenuation correction (AC) of cardiac single-photon-emission computed tomography myocardial perfusion imaging (SPECT-MPI)., Methods and Results: Patients were enrolled in this study as part of a larger prospective study (NCT03637231). In this study, 56 Patients who underwent cardiac SPECT-MPI due to suspected coronary artery disease (CAD) were prospectively enrolled. All patients underwent non-contrast CT for AC of SPECT-MPI twice. CACS was manually assessed (serving as standard of reference) on both CT datasets (n = 112) and by a cloud-based DL tool. The agreement in CAC scores and CAC score risk categories was quantified. For the 112 scans included in the analysis, interscore agreement between the CAC scores of the standard of reference and the DL tool was 0.986. The agreement in risk categories was 0.977 with a reclassification rate of 3.6%. Heart rate, image noise, body mass index (BMI), and scan did not significantly impact (p=0.09 - p=0.76) absolute percentage difference in CAC scores., Conclusion: A DL tool enables a fully automated and accurate estimation of CAC scores in patients undergoing non-contrast CT for AC of SPECT-MPI., (© 2022. The Author(s).)
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- 2023
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27. Frequency and temporal evolution of COVID-19 vaccination rate among oncological patients undergoing 18F-FDG-PET.
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Skawran S, Schiesser H, Maurer A, Sartoretti T, Dittli M, Mader C, Curioni-Fontecedro A, Berger C, Huellner MW, and Messerli M
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- Humans, COVID-19 Vaccines, Positron Emission Tomography Computed Tomography, Vaccination, Fluorodeoxyglucose F18, COVID-19 prevention & control
- Abstract
Purpose: To evaluate the temporal evolution of vaccination against COVID-19 in a Swiss oncological cohort., Methods: History of complete vaccination (i.e. at least two vaccine doses) against COVID-19 of patients undergoing oncological 18F-FDG PET/CT between February and September 2021 (n = 2613) was taken. Vaccination rate was compared with age-matched national data from the Swiss Federal Office of Public Health. Subgroup differences in temporal evolution of vaccination rate were analyzed by fitting a generalized linear model and determined by significant interaction between, sex, oncological diagnosis, and month of examination., Results: Rate of complete vaccination against COVID-19 steadily increased and reached 81 % in September 2021. The fraction of vaccinated patients in the oncological cohort was higher in the beginning and approached the fraction in the age-matched general Swiss population at the end of the study period. Month of exam (p < 0.001) was the only significant predictor of the vaccination rate., Conclusion: Vaccination rate against COVID-19 in a Swiss oncological cohort increased steadily from February to September 2021. Compared to the age-matched general population it was higher in the beginning and similar by the end of the study period. Ethics approval: Trial registration: BASEC 2021-00444, Ethikkommission Zürich (Cantonal Ethics Committee Zurich), Switzerland, registered February 24th 2021., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Stephan Skawran reports financial support was provided by Palatin Foundation, Switzerland. Michael Messerli reports financial support was provided by Iten-Kohaut Foundation, Switzerland. Michael Messerli reports financial support was provided by CRPP AI Oncological Imaging Network of the University of Zurich. Martin W. Huellner reports financial support was provided by CRPP AI Oncological Imaging Network of the University of Zurich. Martin W. Huellner reports financial support was provided by GE Healthcare. Martin W. Huellner reports financial support was provided by Alfred and Annemarie von Sick legacy for translational and clinical cardiac and oncological research. The University Hospital of Zurich holds a research agreement with GE Healthcare (unrelated to current study)., (Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2022
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28. Low-dose CT from myocardial perfusion SPECT/CT allows the detection of anemia in preoperative patients.
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Gennari AG, Grünig H, Benz DC, Skawran S, Maurer A, Abukwaik AMA, Rossi A, Gebhard C, Buechel RR, and Messerli M
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- Humans, Retrospective Studies, Sensitivity and Specificity, Tomography, Emission-Computed, Single-Photon methods, Tomography, X-Ray Computed methods, Perfusion, Anemia diagnostic imaging, Myocardial Perfusion Imaging methods
- Abstract
Background: To assess whether low-dose CT for attenuation correction of myocardial perfusion single-photon emission computed tomography (SPECT) allows for identification of anemic patients and grading anemia severity., Methods and Results: Patients who underwent a preoperative blood-test and low-dose CT scan, as a part of a cardiac SPECT exam, between 01 January 2015 and 31 December 2017 were enrolled in this retrospective study. Hemoglobin (Hb) levels and hematocrit were derived from clinical records. CT images were visually assessed (qualitative analysis) for the detection of inter-ventricular septum sign (IVSS) and aortic rim sign (ARS) and quantitative analysis were performed. The diagnostic accuracy for detecting anemia was compared using Hb values as the standard of reference. A total of 229 patients were included (110 with anemia; 57 mild; 46 moderate; 7 severe). The AUC of IVSS and ARS were 0.830 and 0.669, respectively (p<0.0001). The quantitative analysis outperformed ARS and IVSS; (AUC of 0.893, p=0.29). The optimal anemia cut-off using Youden index was 4.5 HU., Conclusion: Quantitative analysis derived from low-dose CT images, as a part of cardiac SPECT exams, have a diagnostic accuracy similar to that of hematocrit for the detection of anemia and may allow discriminating different anemia severities., (© 2022. The Author(s).)
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- 2022
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29. Opportunistic deep learning powered calcium scoring in oncologic patients with very high coronary artery calcium (≥ 1000) undergoing 18F-FDG PET/CT.
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Sartoretti E, Gennari AG, Maurer A, Sartoretti T, Skawran S, Schwyzer M, Rossi A, Giannopoulos AA, Buechel RR, Gebhard C, Huellner MW, and Messerli M
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- Humans, Coronary Vessels diagnostic imaging, Calcium, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography, Calcium, Dietary, Coronary Artery Disease diagnostic imaging, Deep Learning, Hypercalcemia
- Abstract
Our aim was to identify and quantify high coronary artery calcium (CAC) with deep learning (DL)-powered CAC scoring (CACS) in oncological patients with known very high CAC (≥ 1000) undergoing 18F-FDG-PET/CT for re-/staging. 100 patients were enrolled: 50 patients with Agatston scores ≥ 1000 (high CACS group), 50 patients with Agatston scores < 1000 (negative control group). All patients underwent oncological 18F-FDG-PET/CT and cardiac SPECT myocardial perfusion imaging (MPI) by 99mTc-tetrofosmin within 6 months. CACS was manually performed on dedicated non-contrast ECG-gated CT scans obtained from SPECT-MPI (reference standard). Additionally, CACS was performed fully automatically with a user-independent DL-CACS tool on non-contrast, free-breathing, non-gated CT scans from 18F-FDG-PET/CT examinations. Image quality and noise of CT scans was assessed. Agatston scores obtained by manual CACS and DL tool were compared. The high CACS group had Agatston scores of 2200 ± 1620 (reference standard) and 1300 ± 1011 (DL tool, average underestimation of 38.6 ± 26%) with an intraclass correlation of 0.714 (95% CI 0.546, 0.827). Sufficient image quality significantly improved the DL tool's capability of correctly assigning Agatston scores ≥ 1000 (p = 0.01). In the control group, the DL tool correctly assigned Agatston scores < 1000 in all cases. In conclusion, DL-based CACS performed on non-contrast free-breathing, non-gated CT scans from 18F-FDG-PET/CT examinations of patients with known very high (≥ 1000) CAC underestimates CAC load, but correctly assigns an Agatston scores ≥ 1000 in over 70% of cases, provided sufficient CT image quality. Subgroup analyses of the control group showed that the DL tool does not generate false-positives., (© 2022. The Author(s).)
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- 2022
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30. Can Dynamic Whole-Body FDG PET Imaging Differentiate between Malignant and Inflammatory Lesions?
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Skawran S, Messerli M, Kotasidis F, Trinckauf J, Weyermann C, Kudura K, Ferraro DA, Pitteloud J, Treyer V, Maurer A, Huellner MW, and Burger IA
- Abstract
Background: Investigation of the clinical feasibility of dynamic whole-body (WB) [18F]FDG PET, including standardized uptake value (SUV), rate of irreversible uptake (Ki), and apparent distribution volume (Vd) in physiologic tissues, and comparison between inflammatory/infectious and cancer lesions. Methods: Twenty-four patients were prospectively included to undergo dynamic WB [18F]FDG PET/CT for clinically indicated re-/staging of oncological diseases. Parametric maps of Ki and Vd were generated using Patlak analysis alongside SUV images. Maximum parameter values (SUVmax, Kimax, and Vdmax) were measured in liver parenchyma and in malignant or inflammatory/infectious lesions. Lesion-to-background ratios (LBRs) were calculated by dividing the measurements by their respective mean in the liver tissue. Results: Seventy-seven clinical target lesions were identified, 60 malignant and 17 inflammatory/infectious. Kimax was significantly higher in cancer than in inflammatory/infections lesions (3.0 vs. 2.0, p = 0.002) while LBRs of SUVmax, Kimax, and Vdmax did not differ significantly between the etiologies: LBR (SUVmax) 3.3 vs. 2.9, p = 0.06; LBR (Kimax) 5.0 vs. 4.4, p = 0.05, LBR (Vdmax) 1.1 vs. 1.0, p = 0.18). LBR of inflammatory/infectious and cancer lesions was higher in Kimax than in SUVmax (4.5 vs. 3.2, p < 0.001). LBRs of Kimax and SUVmax showed a strong correlation (Spearman’s rho = 0.83, p < 0.001). Conclusions: Dynamic WB [18F]FDG PET/CT is feasible in a clinical setting. LBRs of Kimax were higher than SUVmax. Kimax was higher in malignant than in inflammatory/infectious lesions but demonstrated a large overlap between the etiologies.
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- 2022
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31. Diagnostic Value of Fully Automated Artificial Intelligence Powered Coronary Artery Calcium Scoring from 18F-FDG PET/CT.
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Morf C, Sartoretti T, Gennari AG, Maurer A, Skawran S, Giannopoulos AA, Sartoretti E, Schwyzer M, Curioni-Fontecedro A, Gebhard C, Buechel RR, Kaufmann PA, Huellner MW, and Messerli M
- Abstract
Objectives: The objective of this study was to assess the feasibility and accuracy of a fully automated artificial intelligence (AI) powered coronary artery calcium scoring (CACS) method on ungated CT in oncologic patients undergoing 18F-FDG PET/CT., Methods: A total of 100 oncologic patients examined between 2007 and 2015 were retrospectively included. All patients underwent 18F-FDG PET/CT and cardiac SPECT myocardial perfusion imaging (MPI) by 99mTc-tetrofosmin within 6 months. CACS was manually performed on non-contrast ECG-gated CT scans obtained from SPECT-MPI (i.e., reference standard). Additionally, CACS was performed using a cloud-based, user-independent tool (AI-CACS) on ungated CT scans from 18F-FDG-PET/CT examinations. Agatston scores from the manual CACS and AI-CACS were compared., Results: On a per-patient basis, the AI-CACS tool achieved a sensitivity and specificity of 85% and 90% for the detection of CAC. Interscore agreement of CACS between manual CACS and AI-CACS was 0.88 (95% CI: 0.827, 0.918). Interclass agreement of risk categories was 0.8 in weighted Kappa analysis, with a reclassification rate of 44% and an underestimation of one risk category by AI-CACS in 39% of cases. On a per-vessel basis, interscore agreement of CAC scores ranged from 0.716 for the circumflex artery to 0.863 for the left anterior descending artery., Conclusions: Fully automated AI-CACS as performed on non-contrast free-breathing, ungated CT scans from 18F-FDG-PET/CT examinations is feasible and provides an acceptable to good estimation of CAC burden. CAC load on ungated CT is, however, generally underestimated by AI-CACS, which should be taken into account when interpreting imaging findings.
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- 2022
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32. Prediction of benzimidazole therapy duration with PET/CT in inoperable patients with alveolar echinococcosis.
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Husmann L, Gruenig H, Reiner CS, Deibel A, Ledergerber B, Liberini V, Skawran S, Muehlematter UJ, Messerli M, Hasse B, Muellhaupt B, and Huellner MW
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- Benzimidazoles therapeutic use, Echinococcosis, Humans, Retrospective Studies, Duration of Therapy, Positron Emission Tomography Computed Tomography
- Abstract
Alveolar echinococcosis is a rare parasitic disease, most frequently affecting the liver, as a slow-growing tumor-like lesion. If inoperable, long-term benzimidazole therapy is required, which is associated with high healthcare costs and occasionally with increased morbidity. The aim of our study was to determine the role
18 F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) in staging of patients with alveolar echinococcosis and to identify quantitative imaging parameters related to patient outcome and/or duration of benzimidazole therapy. In this single-center retrospective cohort study, 47 PET/CT performed for staging in patients with confirmed alveolar echinococcosis were analysed. In 43 patients (91%) benzimidazole therapy was initiated and was successfully stopped after a median of 870 days (766-2517) in 14/43 patients (33%). In inoperable patients, tests for trend of survivor functions displayed clear trends for longer benzimidazole therapy duration (p = 0.05; n = 25), and for longer time intervals to reach non-detectable serum concentration of Em-18 antibodies (p = 0.01, n = 15) across tertiles of SUVratio (maximum standardized uptake value in the echinococcus manifestation compared to normal liver tissue). Hence, in inoperable patients with alveolar echinococcosis, PET/CT performed for staging may predict the duration of benzimidazole therapy., (© 2022. The Author(s).)- Published
- 2022
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33. Follow-up PET/CT of alveolar echinococcosis: Comparison of metabolic activity and immunodiagnostic testing.
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Husmann L, Deibel A, Skawran S, Ledergerber B, Muehlematter UJ, Hasse B, Huellner MW, Reiner CS, and Muellhaupt B
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- Benzimidazoles, Fluorodeoxyglucose F18, Follow-Up Studies, Humans, Positron-Emission Tomography methods, Radiopharmaceuticals, Retrospective Studies, Echinococcosis diagnostic imaging, Positron Emission Tomography Computed Tomography methods
- Abstract
Purpose: To investigate the potential role of follow-up 18F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) in therapy control of inoperable patients with alveolar echinococcosis., Materials and Methods: In this single-center retrospective cohort study, 48 PET/CT of 16 patients with confirmed alveolar echinococcosis were analysed. FDG-uptake of the most active echinococcosis manifestation was measured (i.e., maximum standardized uptake value (SUVmax) and in relation to background activity in normal liver tissue (SUVratio)) and compared to immunodiagnostic testing. For clinical patient follow-up, patient demographics, laboratory data, including E. granulosus hydatid fluid (EgHF) antibody units (AU) as well as clinical and treatment information were assessed for all patients at the time of PET/CT, and at the last recorded clinical visit., Results: Metabolic activity of PET/CT measured in the echinococcosis manifestation was significantly correlated with EgHF AU (p < 0.001). The differences in metabolic activity of echinococcosis manifestations between two consecutive PET/CT examinations of the same patient and differences in EgHF AU in the respective time intervals displayed a significant positive correlation (p = 0.01). A trend for a more rapid decline in SUVratio liver over time was found in patients who stopped benzimidazole therapy versus patients who did not stop therapy (p = 0.059)., Conclusion: In inoperable patients with alveolar echinococcosis, the course of metabolic activity in follow-up PET/CT is associated to the course EgHF antibody levels. Both parameters may potentially be used to evaluate the course of the disease and potentially predict the duration of benzimidazole therapy., Competing Interests: All authors declare no conflict of interest.
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- 2022
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34. Impact of Bayesian penalized likelihood reconstruction on quantitative and qualitative aspects for pulmonary nodule detection in digital 2-[ 18 F]FDG-PET/CT.
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Lohaus N, Enderlin F, Skawran S, Maurer A, Abukwaik AMA, Franzen D, Huellner MW, and Messerli M
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- Algorithms, Bayes Theorem, Humans, Image Processing, Computer-Assisted methods, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals, Retrospective Studies, Fluorodeoxyglucose F18, Multiple Pulmonary Nodules diagnostic imaging
- Abstract
To evaluate the impact of block sequential regularized expectation maximization (BSREM) reconstruction on quantitative and qualitative aspects of 2-[
18 F]FDG-avid pulmonary nodules compared to conventional ordered subset expectation maximization (OSEM) reconstruction method. Ninety-one patients with 144 2-[18 F]FDG-avid pulmonary nodules (all ≤ 20 mm) undergoing PET/CT for oncological (re-)staging were retrospectively included. Quantitative parameters in BSREM and OSEM (including point spread function modelling) were measured, including maximum standardized uptake value (SUVmax ). Nodule conspicuity in BSREM and OSEM images was evaluated by two readers. Wilcoxon matched pairs signed-rank test was used to compare quantitative and qualitative parameters in BSREM and OSEM. Pulmonary nodule SUVmax was significantly higher in BSREM images compared to OSEM images [BSREM 5.4 (1.2-20.7), OSEM 3.6 (0.7-17.4); p = 0.0001]. In a size-based analysis, the relative increase in SUVmax was more pronounced in smaller nodules (≤ 7 mm) as compared to larger nodules (8-10 mm, or > 10 mm). Lesion conspicuity was higher in BSREM than in OSEM (p < 0.0001). BSREM reconstruction results in a significant increase in SUVmax and a significantly improved conspicuity of small 2-[18 F]FDG-avid pulmonary nodules compared to OSEM reconstruction. Digital 2-[18 F]FDG-PET/CT reading may be enhanced with BSREM as small lesion conspicuity is improved., (© 2022. The Author(s).)- Published
- 2022
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35. Impact of dose reduction and iterative reconstruction algorithm on the detectability of pulmonary nodules by artificial intelligence.
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Schwyzer M, Messerli M, Eberhard M, Skawran S, Martini K, and Frauenfelder T
- Subjects
- Algorithms, Artificial Intelligence, Drug Tapering, Early Detection of Cancer, Humans, Phantoms, Imaging, Radiation Dosage, Radiographic Image Interpretation, Computer-Assisted methods, Tomography, X-Ray Computed methods, Lung Neoplasms diagnostic imaging, Multiple Pulmonary Nodules diagnostic imaging
- Abstract
Purpose: The purpose of this study was to assess whether the performances of an automated software for lung nodule detection with computed tomography (CT) are affected by radiation dose and the use of iterative reconstruction algorithm., Materials and Methods: A chest phantom (Multipurpose Chest Phantom N1; Kyoto Kagaku Co. Ltd, Kyoto, Japan) with 15 pulmonary nodules was scanned with a total of five CT protocol settings with up to 20-fold dose reduction. All CT examinations were reconstructed with iterative reconstruction algorithms ADMIRE 3 and ADMIRE 5 and were then analyzed for the presence of pulmonary nodules with a fully automated computer aided detection software system (InferRead
TM CT Lung, Infervision), which is based on deep neural networks., Results: The sensitivity of fully automated pulmonary nodule detection for ground-glass nodules at standard dose CT was greater (70.0%; 14/20; 95% CI: 51.6-88.4%) than at 10-fold and 20-fold dose reduction (30.0%; 6/20; 95% CI: 0.0%-62.5%). There were less false positive findings when ADMIRE 5 reconstruction was used (4.0 ± 2.8 [SD]; range: 2-6) instead of ADMIRE 3 reconstruction (25.0 ± 15.6 [SD]; range: 14-36). There was no difference in the sensitivity of detection of solid and subsolid nodules between standard dose (100%; 95% CI: 100-100%) and 10- and 20-fold reduced dose CT (92.5%; 95% CI: 83.8-100.0%). Image noise was significantly greater with ADMIRE 3 (81 ± 2 [SD] [range: 79-84]; 104 ± 3 [SD] [range: 101-107]; 114 ± 5 [SD] [range: 110-119]; 193 ± 10 [SD] [range: 183-203]; 220 ± 16 [SD] [range: 210-238]) compared to ADMIRE 5 (44 ± 2 [SD] [range: 42-46]; 60 ± 2 [SD] [range: 57-61]; 66 ± 1 [SD] [range: 65-67]; 103 ± 4 [SD] [range: 98-106]; 110 ± 1 [SD] [range: 109-111]), respectively in each of the five CT protocols., Conclusion: This phantom study suggests that dose reduction and iterative reconstruction settings have an impact on detectability of pulmonary nodules by artificial intelligence software and we therefore encourage adaption of dose levels and reconstruction methods prior to widespread implementation of fully automatic nodule detection software for lung cancer screening purposes., (Copyright © 2021 The Author(s). Published by Elsevier Masson SAS.. All rights reserved.)- Published
- 2022
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36. Quantitative imaging parameters to predict the local staging of prostate cancer in intermediate- to high-risk patients.
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Laudicella R, Skawran S, Ferraro DA, Mühlematter UJ, Maurer A, Grünig H, Rüschoff HJ, Rupp N, Donati O, Eberli D, and Burger IA
- Abstract
Objectives: PSMA PET/MRI showed the potential to increase the sensitivity for extraprostatic disease (EPD) assessment over mpMRI; however, the interreader variability for EPD is still high. Therefore, we aimed to assess whether quantitative PSMA and mpMRI imaging parameters could yield a more robust EPD prediction., Methods: We retrospectively evaluated PCa patients who underwent staging mpMRI and [
68 Ga]PSMA-PET, followed by radical prostatectomy at our institution between 01.02.2016 and 31.07.2019. Fifty-eight cases with PET/MRI and 15 cases with PET/CT were identified. EPD was determined on histopathology and correlated with quantitative PSMA and mpMRI parameters assessed by two readers: ADC (mm2 /1000 s), longest capsular contact (LCC, mm), tumor volume (cm3 ), PSMA-SUVmax and volume-based parameters using a fixed threshold at SUV > 4 to delineate PSMAtotal (g/ml) and PSMAvol (cm3 ). The t test was used to compare means, Pearson's test for categorical correlation, and ROC curve to determine the best cutoff. Interclass correlation (ICC) was performed for interreader agreement (95% CI)., Results: Seventy-three patients were included (64.5 ± 6.0 years; PSA 14.4 ± 17.1 ng/ml), and 31 had EPD (42.5%). From mpMRI, only LCC reached significance (p = 0.005), while both volume-based PET parameters PSMAtotal and PSMAvol were significantly associated with EPD (p = 0.008 and p = 0.004, respectively). On ROC analysis, LCC, PSMAtotal , and PSMAvol reached an AUC of 0.712 (p = 0.002), 0.709 (p = 0.002), and 0.718 (p = 0.002), respectively. ICC was moderate-good for LCC 0.727 (0.565-0.828) and excellent for PSMAtotal and PSMAvol with 0.944 (0.990-0.996) and 0.985 (0.976-0.991), respectively., Conclusions: Quantitative PSMA parameters have a similar potential as mpMRI LCC to predict EPD of PCa, with a significantly higher interreader agreement., (© 2022. The Author(s).)- Published
- 2022
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37. Frequency and intensity of [ 18 F]-PSMA-1007 uptake after COVID-19 vaccination in clinical PET.
- Author
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Maurer A, Schiesser H, Skawran S, Gennari AG, Dittli M, Burger IA, Mader C, Berger C, Eberli D, Huellner MW, and Messerli M
- Abstract
Objectives: To assess the frequency and intensity of [
18 F]-prostate-specific membrane antigen (PSMA)-1007 axillary uptake in lymph nodes ipsilateral to COVID-19 vaccination with BNT162b2 (Pfizer-BioNTech) or mRNA-1273 (Moderna) in patients with prostate cancer referred for oncological [18 F]-PSMA positron emission tomography (PET)/CT or PET/MR imaging., Methods: 126 patients undergoing [18 F]-PSMA PET/CT or PET/MR imaging were retrospectively included. [18 F]-PSMA activity (maximum standardized uptake value) of ipsilateral axillary lymph nodes was measured and compared with the non-vaccinated contralateral side and with a non-vaccinated negative control group. [18 F]-PSMA active lymph node metastases were measured to serve as quantitative reference., Results: There was a significant difference in maximum standardized uptake value in ipsilateral and compared to contralateral axillary lymph nodes in the vaccination group ( n = 63, p < 0.001) and no such difference in the non-vaccinated control group ( n = 63, p = 0.379). Vaccinated patients showed mildly increased axillary lymph node [18 F]-PSMA uptake as compared to non-vaccinated patients ( p = 0.03). [18 F]-PSMA activity of of lymph node metastases was significantly higher ( p < 0.001) compared to axillary lymph nodes of vaccinated patients., Conclusion: Our data suggest mildly increased [18 F]-PSMA uptake after COVID-19 vaccination in ipsilateral axillary lymph nodes. However, given the significantly higher [18 F]-PSMA uptake of prostatic lymph node metastases compared to "reactive" nodes after COVID-19 vaccination, no therapeutic and diagnostic dilemma is to be expected., Advances in Knowledge: No specific preparations or precautions ( e.g. adaption of vaccination scheduling) need to be undertaken in patients undergoing [18 F]-PSMA PET imaging after COVID-19 vaccination., Competing Interests: Competing interests: The University Hospital of Zurich holds a research agreement with GE Healthcare (unrelated to current study). Other than that, the authors declare that they have no competing interests., (© 2022 The Authors. Published by the British Institute of Radiology.)- Published
- 2022
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38. [ 18 F]FDG uptake of axillary lymph nodes after COVID-19 vaccination in oncological PET/CT: frequency, intensity, and potential clinical impact.
- Author
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Skawran S, Gennari AG, Dittli M, Treyer V, Muehlematter UJ, Maurer A, Burger IA, Mader C, Messerli O, Grünig H, Gebhard C, Huellner MW, Curioni-Fontecedro A, Berger C, and Messerli M
- Subjects
- 2019-nCoV Vaccine mRNA-1273, BNT162 Vaccine, Fluorodeoxyglucose F18, Humans, Lymph Nodes diagnostic imaging, Positron Emission Tomography Computed Tomography, Retrospective Studies, SARS-CoV-2, Vaccination, COVID-19, COVID-19 Vaccines
- Abstract
Objectives: To assess the frequency, intensity, and clinical impact of [
18 F]FDG-avidity of axillary lymph nodes after vaccination with COVID-19 vaccines BNT162b2 (Pfizer-BioNTech) and mRNA-1273 (Moderna) in patients referred for oncological FDG PET/CT., Methods: One hundred forty patients referred for FDG PET/CT during February and March 2021 after first or second vaccination with Pfizer-BioNTech or Moderna were retrospectively included. FDG-avidity of ipsilateral axillary lymph nodes was measured and compared. Assuming no knowledge of prior vaccination, metastatic risk was analyzed by two readers and the clinical impact was evaluated., Results: FDG PET/CT showed FDG-avid lymph nodes ipsilateral to the vaccine injection in 75/140 (54%) patients with a mean SUVmax of 5.1 (range 2.0 - 17.3). FDG-avid lymph nodes were more frequent in patients vaccinated with Moderna than Pfizer-BioNTech (36/50 [72%] vs. 39/90 [43%] cases, p < 0.001). Metastatic risk of unilateral FDG-avid axillary lymph nodes was rated unlikely in 52/140 (37%), potential in 15/140 (11%), and likely in 8/140 (6%) cases. Clinical management was affected in 17/140 (12%) cases., Conclusions: FDG-avid axillary lymph nodes are common after COVID-19 vaccination. The avidity of lymph nodes is more frequent in Moderna compared to that in Pfizer-BioNTech vaccines. To avoid relatively frequent clinical dilemmas, we recommend carefully taking the history for prior vaccination in patients undergoing FDG PET/CT and administering the vaccine contralateral to primary cancer., Key Points: • PET/CT showed FDG-avid axillary lymph nodes ipsilateral to the vaccine injection site in 54% of 140 oncological patients after COVID-19 vaccination. • FDG-avid lymphadenopathy was observed significantly more frequently in Moderna compared to patients receiving Pfizer-BioNTech-vaccines. • Patients should be screened for prior COVID-19 vaccination before undergoing PET/CT to enable individually tailored recommendations for clinical management., (© 2021. The Author(s).)- Published
- 2022
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39. Whole-body hybrid positron emission tomography imaging yields clinically relevant information in the staging and restaging of sinonasal tumors.
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Maurer A, Meerwein CM, Soyka MB, Grünig H, Skawran S, Mühlematter UJ, Messerli M, Mader CE, Husmann L, Rupp NJ, Holzmann D, and Huellner MW
- Subjects
- Fluorodeoxyglucose F18, Humans, Magnetic Resonance Imaging, Neoplasm Staging, Positron-Emission Tomography, Radiopharmaceuticals, Sensitivity and Specificity, Neoplasms, Second Primary, Positron Emission Tomography Computed Tomography
- Abstract
Background: Whole-body hybrid positron emission tomography (PET) imaging is increasingly used for sinonasal tumors. However, only empirical data exist on the additional, clinically relevant information derived from these techniques., Methods: This study included 96 regionalized magnetic resonance imaging (MRI) of the sinonasal tract/neck and separate hybrid FDG-PET/CT or FDG-PET/MRI in 74 patients. Additional radiological information (ARI) obtained from each hybrid examination was analyzed and its clinically relevance was determined. Clinically relevant information (CRI) was categorized with regard to primary tumor site, regional lymph node metastases, distant metastases, second primary tumors, and non-neoplastic findings., Results: A total of 45/96 (46.9%) hybrid PET examinations revealed ARI. CRI was found in 32/96 (33.3%) examinations and concerned the primary tumor site (6.1%), regional lymph node metastases (4.1%), distant metastases (14.3%), second primary tumors (7.3%), and non-neoplastic findings (5.1%)., Conclusions: Hybrid PET imaging yields additional radiological information translating into clinically relevant information in a substantial proportion of patients with sinonasal tumors., (© 2021 The Authors. Head & Neck published by Wiley Periodicals LLC.)
- Published
- 2021
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40. Clinical evaluation of data-driven respiratory gating for PET/CT in an oncological cohort of 149 patients: impact on image quality and patient management.
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Messerli M, Liberini V, Grünig H, Maurer A, Skawran S, Lohaus N, Husmann L, Orita E, Trinckauf J, Kaufmann PA, and Huellner MW
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- Adult, Aged, Female, Humans, Male, Middle Aged, Motion, Neoplasm Staging, Neoplasms pathology, Neoplasms therapy, Retrospective Studies, Neoplasms diagnostic imaging, Positron Emission Tomography Computed Tomography methods, Respiratory-Gated Imaging Techniques methods
- Abstract
Objectives: To evaluate the impact of fully automatic motion correction by data-driven respiratory gating (DDG) on positron emission tomography (PET) image quality, lesion detection and patient management., Materials and Methods: A total of 149 patients undergoing PET/CT for cancer (re-)staging were retrospectively included. Patients underwent a PET/CT on a digital detector scanner and for every patient a PET data set where DDG was enabled (PET
DDG ) and as well as where DDG was not enabled (PETnonDDG ) was reconstructed. All PET data sets were evaluated by two readers which rated the general image quality, motion effects and organ contours. Further, both readers reviewed all scans on a case-by-case basis and evaluated the impact of PETDDG on additional apparent lesion, change of report, and change of management., Results: In 85% ( n = 126) of the patients, at least one bed position was acquired using DDG, resulting in mean scan time increase of 4:37 min per patient in the whole study cohort ( n = 149). General image quality was not rated differently for PETnonDDG and PETDDG images ( p = 1.000) while motion effects ( i.e. indicating general blurring) was rated significantly lower in PETDDG images and organ contours, including liver and spleen, were rated significantly sharper using PETDDG as compared to PETnonDDG (all p < 0.001). In 27% of patients, PETDDG resulted in a change of the report and in a total of 12 cases (8%), PETDDG resulted in a change of further clinical management., Conclusion: Deviceless DDG provided reliable fully automatic motion correction in clinical routine and increased lesion detectability and changed management in a considerable number of patients., Advances in Knowledge: DDG enables PET/CT with respiratory gating to be used routinely in clinical practice without external gating equipment needed.- Published
- 2021
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41. Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [ 18 F]FDG PET/CT.
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Liberini V, Messerli M, Husmann L, Kudura K, Grünig H, Maurer A, Skawran S, Orita E, Pizzuto DA, Deandreis D, Dummer R, Mangana J, Mihic-Probst D, Rupp N, and Huellner MW
- Subjects
- Algorithms, Fluorodeoxyglucose F18, Humans, Image Processing, Computer-Assisted, Radiopharmaceuticals, Retrospective Studies, Melanoma diagnostic imaging, Positron Emission Tomography Computed Tomography
- Abstract
Objectives: To compare block sequential regularized expectation maximization (BSREM) and ordered subset expectation maximization (OSEM) for the detection of in-transit metastasis (ITM) of malignant melanoma in digital [
18 F]FDG PET/CT., Methods: We retrospectively analyzed a cohort of 100 [18 F]FDG PET/CT scans of melanoma patients with ITM, performed between May 2017 and January 2020. PET images were reconstructed with both OSEM and BSREM algorithms. SUVmax, target-to-background ratio (TBR), and metabolic tumor volume (MTV) were recorded for each ITM. Differences in PET parameters were analyzed with the Wilcoxon signed-rank test. Differences in image quality for different reconstructions were tested using the Man-Whitney U test., Results: BSREM reconstruction led to the detection of 287 ITM (39% more than OSEM). PET parameters of ITM were significantly different between BSREM and OSEM reconstructions (p < 0.001). SUVmax and TBR were higher (76.5% and 77.7%, respectively) and MTV lower (49.5%) on BSREM. ITM missed with OSEM had significantly lower SUVmax (mean 2.03 vs. 3.84) and TBR (mean 1.18 vs. 2.22) and higher MTV (mean 2.92 vs. 1.01) on OSEM compared to BSREM (all p < 0.001)., Conclusions: BSREM detects significantly more ITM than OSEM, owing to higher SUVmax, higher TBR, and less blurring. BSREM is particularly helpful in small and less avid lesions, which are more often missed with OSEM., Key Points: • In melanoma patients, [18 F]FDG PET/CT helps to detect in-transit metastases (ITM), and their detection is improved by using BSREM instead of OSEM reconstruction. • BSREM is particularly useful in small lesions., (© 2021. The Author(s).)- Published
- 2021
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42. A Rare Case of Metastatic Solitary Fibrous Tumor (Hemangiopericytoma) of the Dura on 18F-FDG PET/CT.
- Author
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Grünig H, Skawran S, Stolzmann P, Messerli M, and Huellner MW
- Subjects
- Fluorodeoxyglucose F18, Humans, Positron Emission Tomography Computed Tomography, Positron-Emission Tomography, Hemangiopericytoma diagnostic imaging, Solitary Fibrous Tumors diagnostic imaging
- Abstract
Abstract: Solitary fibrous tumor is a rare neoplasm of mesenchymal origin. It can arise in various locations, most commonly in the pleura. It encompasses a heterogeneous group of histological patterns with different biological behavior. In some cases, metastases occur, sometimes years after the initial diagnosis. We report a case of metastatic meningeal hemangiopericytoma, also called solitary fibrous tumor of the dura, exhibiting liver metastases and muscle metastases 5 years after resection and adjuvant radiotherapy of the primary tumor., Competing Interests: Conflicts of interest and sources of funding: The authors have no conflicts of interest to declare. M.W.H. received grants from GE Healthcare and a fund by the Alfred and Annemarie von Sick Grant for translational and clinical cardiac and oncological research. M.M. received research grants from the Iten Kohaut Foundation, Switzerland. S.S. received research grants from the Palatin Foundation., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2021
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43. Pneumonia Detection in Chest X-Ray Dose-Equivalent CT: Impact of Dose Reduction on Detectability by Artificial Intelligence.
- Author
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Schwyzer M, Martini K, Skawran S, Messerli M, and Frauenfelder T
- Subjects
- Algorithms, Artificial Intelligence, Drug Tapering, Humans, Retrospective Studies, Tomography, X-Ray Computed, X-Rays, Deep Learning, Multiple Pulmonary Nodules, Pneumonia diagnostic imaging
- Abstract
Rationale and Objectives: There has been a significant increase of immunocompromised patients in recent years due to new treatment modalities for previously fatal diseases. This comes at the cost of an elevated risk for infectious diseases, most notably pathogens affecting the respiratory tract. Because early diagnosis and treatment of pneumonia can help reducing morbidity and mortality, we assessed the performance of a deep neural network in the detection of pulmonary infection in chest X-ray dose-equivalent computed tomography (CT)., Materials and Methods: The 100 patients included in this retrospective study were referred to our department for suspicion of pulmonary infection and/or follow-up of known pulmonary nodules. Every patient was scanned with a standard dose (1.43 ± 0.54 mSv) and a 20 times dose-reduced (0.07 ± 0.03 mSv) CT protocol. We trained a deep neural network to perform binary classification (pulmonary consolidation present or not) and assessed diagnostic performance on both standard dose and reduced dose CT images., Results: The areas under the curve of the deep learning algorithm for the standard dose CT was 0.923 (confidence interval [CI] 95%: 0.905-0.941) and significantly higher than the areas under the curve (0.881, CI 95%: 0.859-0.903) of the reduced dose CT (p = 0.001). Sensitivity and specificity of the standard dose CT was 82.9% and 93.8%, and of the reduced dose CT 71.0% and 93.3%., Conclusion: Pneumonia detection with X-ray dose-equivalent CT using artificial intelligence is feasible and may contribute to a more robust and reproducible diagnostic performance. Dose reduction lowered the performance of the deep neural network, which calls for optimization and adaption of CT protocols when using AI algorithms at reduced doses., (Copyright © 2020 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.)
- Published
- 2021
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44. Does quantitative assessment of arterial phase hyperenhancement and washout improve LI-RADS v2018-based classification of liver lesions?
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Stocker D, Becker AS, Barth BK, Skawran S, Kaniewska M, Fischer MA, Donati O, and Reiner CS
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- Adult, Aged, Algorithms, Area Under Curve, Evaluation Studies as Topic, Female, Humans, Liver diagnostic imaging, Male, Middle Aged, Observer Variation, Reproducibility of Results, Retrospective Studies, Sensitivity and Specificity, Carcinoma, Hepatocellular diagnostic imaging, Contrast Media, Image Enhancement methods, Liver Neoplasms diagnostic imaging, Magnetic Resonance Imaging methods, Radiology Information Systems statistics & numerical data
- Abstract
Objectives: To compare interreader agreement and diagnostic accuracy of LI-RADS v2018 categorization using quantitative versus qualitative MRI assessment of arterial phase hyperenhancement (APHE) and washout (WO) of focal liver lesions., Methods: Sixty patients (19 female; mean age, 56 years) at risk for HCC with 71 liver lesions (28 HCCs, 43 benign) who underwent contrast-enhanced MRI were included in this retrospective study. Four blinded radiologists independently assigned a qualitative LI-RADS score per lesion. Two other radiologists placed ROIs within the lesion, adjacent liver parenchyma, and paraspinal musculature on pre- and post-contrast MR images. The percentage of arterial enhancement and the liver-to-lesion contrast ratio were calculated for quantification of APHE and WO. Using these quantitative parameters, a quantitative LI-RADS score was assigned. Interreader agreement and AUCs were calculated., Results: Interreader agreement was similar for qualitative and quantitative LI-RADS (κ = 0.38 vs. 0.40-0.47) with a tendency towards improved agreement for quantitatively assessed APHE (κ = 0.65 vs. 0.81) and WO (κ = 0.53 vs. 0.78). Qualitative LI-RADS showed an AUC of 0.86, 0.94, 0.94, and 0.91 for readers 1, 2, 3, and 4, respectively. The quantitative LI-RADS score where APHE/WO/or both were replaced showed an AUC of 0.89/0.84/0.89, 0.95/0.92/0.92, 0.93/0.91/0.89, and 0.91/0.86/0.88 for readers 1, 2, 3, and 4, respectively. Sensitivity of LR-4/5 slightly increased, while specificity slightly decreased using quantitative APHE., Conclusion: Qualitative and quantitative LI-RADS showed similar performance. Quantitatively assessed APHE showed the potential to increase interreader agreement and sensitivity of HCC diagnosis, whereas quantitatively assessed WO had the opposite effect and needs to be redefined., Key Points: • Quantitative assessment of arterial phase hyperenhancement shows the potential to increase interreader agreement and sensitivity to diagnose hepatocellular carcinoma. • Adding quantitative measurements of major LI-RADS features does not improve accuracy over qualitative assessment alone according to the LI-RADS v2018 algorithm.
- Published
- 2020
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45. Dual-Energy Low-keV or Single-Energy Low-kV CT for Endoleak Detection?: A 6-Reader Study in an Aortic Aneurysm Phantom.
- Author
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Skawran S, Angst F, Blüthgen C, Eberhard M, Kälin P, Kobe A, Nagy D, Szucs-Farkas Z, Alkadhi H, and Euler A
- Subjects
- Aortic Aneurysm complications, Endoleak etiology, Signal-To-Noise Ratio, Aortic Aneurysm diagnostic imaging, Computed Tomography Angiography methods, Endoleak diagnostic imaging, Phantoms, Imaging, Radiography, Dual-Energy Scanned Projection methods
- Abstract
Objectives: The aim of this study was to compare image quality, conspicuity, and endoleak detection between single-energy low-kV images (SEIs) and dual-energy low-keV virtual monoenergetic images (VMIs+) in computed tomography angiography of the aorta after endovascular repair., Materials and Methods: An abdominal aortic aneurysm phantom simulating 36 endoleaks (2 densities; diameters: 2, 4, and 6 mm) in a medium- and large-sized patient was used. Each size was scanned using single-energy at 80 kVp (A) and 100 kVp (B), and dual-energy at 80/Sn150kVp for the medium (C) and 90/Sn150kVp for the large size (D). VMIs+ at 40 keV and 50 keV were reconstructed from protocols C and D. Radiation dose was 3 mGy for the medium and 6 mGy for the large size. Objective image quality and normalized noise power spectrum were determined. Subjective image quality, conspicuity, and sensitivity for endoleaks were independently assessed by 6 radiologists. Sensitivity was compared using Marascuilo procedure and Fisher exact test. Conspicuities were compared using Wilcoxon-matched pairs test, analysis of variance, and Tukey test., Results: The contrast-to-noise-ratio of the aorta was significantly higher for VMI+ compared with SEI (P < 0.001). Noise power spectrum showed a higher noise magnitude and coarser texture in VMI+. Subjective image quality and overall conspicuity was lower for VMI+ compared with SEI (P < 0.05). Sensitivity for endoleaks was overall higher in the medium phantom for SEI (60.9% for A, 62.2% for B) compared with VMI+ (54.2% for C, 49.3% for D) with significant differences between protocols B and D (P < 0.05). In the large phantom, there was no significant difference in sensitivity among protocols (P = 0.79), with highest rates for protocols B (31.4%) and C (31.7%)., Conclusions: Our study indicates that low-keV VMI+ results in improved contrast-to-noise-ratio of the aorta, whereas noise properties, subjective image quality, conspicuity, and sensitivity for endoleaks were overall superior for SEI.
- Published
- 2020
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46. From longitudinal gastric resection to sleeve gastrectomy--revival of a previously established surgical procedure.
- Author
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Spiegel HU and Skawran S
- Subjects
- Humans, Gastrectomy methods, Gastroplasty methods, Obesity, Morbid surgery
- Abstract
Introduction: Sleeve gastrectomy is becoming increasingly popular within bariatric surgery. Initially introduced as a component of complex interventions and later as part of a two-stage operation in high-risk patients, the procedure is now more common as one-stage operation and subject of avid scientific discussion. However, the concept of longitudinal gastric resection is not new. The procedure was already established in ulcer surgery but soon faded into insignificance. This article aims to trace the historical development of resection of the greater curvature with particular reference to its origin in ulcer and bariatric surgery. The contribution of ulcer surgery to modern sleeve gastrectomy is highlighted. Furthermore, the current value of sleeve gastrectomy within the spectrum of bariatric surgical procedures will be discussed. Relevant medical literature from PubMed to April 2010 was reviewed., Discussion: Besides bariatric surgery modern sleeve gastrectomy has one more so far largely neglected origin: segmental and later longitudinal gastric resection used in ulcer surgery. Experience and achievements from ulcer surgery simplified and facilitated development of sleeve gastrectomy which is not the desired universal procedure for bariatric surgery but certainly an attractive treatment option. It should be performed in a more standardized manner and with due regard to future long-term results.
- Published
- 2011
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47. Amelioration of microcirculatory damage by an endothelin A receptor antagonist in a rat model of reversible acute liver failure.
- Author
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Palmes D, Skawran S, Stratmann U, Armann B, Minin E, Herbst H, and Spiegel HU
- Subjects
- Animals, Disease Models, Animal, Inflammation, Kupffer Cells drug effects, Kupffer Cells pathology, Kupffer Cells ultrastructure, Liver Function Tests, Microcirculation pathology, Rats, Survival Analysis, Endothelin A Receptor Antagonists, Liver Failure, Acute drug therapy, Liver Failure, Acute physiopathology, Microcirculation drug effects, Phenylpropionates therapeutic use, Pyrimidines therapeutic use
- Abstract
Background/aims: Hepatocellular damage in acute liver failure (ALF) is aggravated by proinflammatory and cytotoxic mediators released from sinusoidal-lining cells. We studied a selective endothelin A receptor (ETAR) antagonist for its potential influence on the microcirculation in the setting of ALF., Methods: Seventy Wistar rats were divided into five groups: (I) induction of ALF by a 70% liver resection combined with injection of 400 microg/kg endotoxin, (II) ALF treated with the ETAR antagonist LU 135252 (1 mg/kg b.w. i.v.), (III) sham operation, (IV) injection of endotoxin, (V) 70% liver resection. Liver microcirculation was measured by intravital microscopy. Parenchymal injury, growth fractions, endothelin (ET)-1 and ETAR were studied by histology and immunohistology. Survival, liver function, and morphology were followed up to 14 days., Results: 100% mortality, impaired liver function, widespread endothelial lesions, highest ET-1 and ETAR levels, a decreased perfusion rate, reduced sinusoidal diameter, as well as an increase in both leukocyte-endothelium interactions and sinusoidal blood flow were observed after induction of ALF. ETAR antagonist-treated rats showed decreased ET-1 and ETAR levels as well as improved microcirculatory function, morphology, liver function, and 85% survival., Conclusions: Microcirculatory disturbances correlate with liver dysfunction in ALF. ETAR blockade represents a new therapeutic approach to ALF by reducing microcirculatory lesions and their sequelae.
- Published
- 2005
- Full Text
- View/download PDF
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