124 results on '"Sawall S"'
Search Results
2. Photon-counting detectors in computed tomography: from quantum physics to clinical practice
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Wehrse, E., Klein, L., Rotkopf, L. T., Wagner, W. L., Uhrig, M., Heußel, C. P., Ziener, C. H., Delorme, S., Heinze, S., Kachelrieß, M., Schlemmer, H.-P., and Sawall, S.
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- 2021
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3. Threshold-dependent iodine imaging and spectral separation in a whole-body photon-counting CT system
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Sawall, S., Klein, L., Wehrse, E., Rotkopf, L. T., Amato, C., Maier, J., Schlemmer, H.-P., Ziener, C. H., Heinze, S., and Kachelrieß, M.
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- 2021
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4. Potential of ultra-high-resolution photon-counting CT of bone metastases: initial experiences in breast cancer patients
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Wehrse, E., Sawall, S., Klein, L., Glemser, P., Delorme, S., Schlemmer, H.-P., Kachelrieß, M., Uhrig, M., Ziener, C. H., and Rotkopf, L. T.
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- 2021
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5. Projection-based Motion Correction for Shifted-Detector Cone-Beam CT
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Maier, J., primary, Herbst, T. J., additional, Sawall, S., additional, Arheit, M., additional, Paysan, P., additional, and Kachelrieß, M., additional
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- 2023
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6. Low-Dose CT: Reducing Tube Current, Number of Projections, or Both?
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Byl, A., primary, Sawall, S., additional, Rafecas, M., additional, Hoeschen, C., additional, and Kachelrieß, M., additional
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- 2023
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7. A semi-automated quantitative comparison of metal artifact reduction in photon-counting computed tomography by energy-selective thresholding
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Do, T. D., Sawall, S., Heinze, S., Reiner, T., Ziener, C. H., Stiller, W., Schlemmer, H. P., Kachelrieß, M., Kauczor, H. U., and Skornitzke, S.
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- 2020
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8. Correction: Role of growth arrest-specific gene 6-mer axis in multiple myeloma
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Waizenegger, J. S., Ben-Batalla, I., Weinhold, N., Meissner, T., Wroblewski, M., Janning, M., Riecken, K., Binder, M., Atanackovic, D., Taipaleenmaeki, H., Schewe, D., Sawall, S., Gensch, V., Cubas-Cordova, M., Seckinger, A., Fiedler, W., Hesse, E., Kröger, N., Fehse, B., Hose, D., Klein, B., Raab, M. S., Pantel, K., Bokemeyer, C., and Loges, S.
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- 2020
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9. Ultrahigh resolution whole body photon counting computed tomography as a novel versatile tool for translational research from mouse to man
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Wehrse, E., primary, Klein, L., additional, Rotkopf, L.T., additional, Stiller, W., additional, Finke, M., additional, Echner, G., additional, Glowa, C., additional, Heinze, S., additional, Ziener, C.H., additional, Schlemmer, H.-P., additional, Kachelrieß, M., additional, and Sawall, S., additional
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- 2022
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10. Role of Growth arrest-specific gene 6-Mer axis in multiple myeloma
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Waizenegger, J S, Ben-Batalla, I, Weinhold, N, Meissner, T, Wroblewski, M, Janning, M, Riecken, K, Binder, M, Atanackovic, D, Taipaleenmaeki, H, Schewe, D, Sawall, S, Gensch, V, Cubas-Cordova, M, Seckinger, A, Fiedler, W, Hesse, E, Kröger, N, Fehse, B, Hose, D, Klein, B, Raab, M S, Pantel, K, Bokemeyer, C, and Loges, S
- Published
- 2015
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11. Hemodynamic characteristics expose the atherosclerotic severity in coronary main arteries: One-dimensional and three-dimensional approaches
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Hoque, K. E., primary, Ferdows, M., additional, Sawall, S., additional, Tzirtzilakis, E. E., additional, and Xenos, M. A., additional
- Published
- 2021
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12. Diverse routes of Club cell evolution in lung adenocarcinoma
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Stathopoulos Gt, Yuanyuan Chen, Reka Toth, Joschka Hey, Rocio Sotillo, Pavlo Lutsik, Christoph Plass, Sawall S, Chocarro S, and Dieter Weichenhan
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Transcriptome ,Cell type ,Club cell ,DNA methylation ,medicine ,Cancer research ,Adenocarcinoma ,Cancer ,Epigenetics ,Biology ,medicine.disease ,Phenotype - Abstract
SummaryThe high plasticity of lung epithelial cells, has for many years, confounded the correct identification of the cell-of-origin of lung adenocarcinoma (LUAD), one of the deadliest malignancies worldwide. Here, we address the cell-of-origin of LUAD, by employing lineage-tracing mouse models combined with a CRISPR/Cas9 system to induce an oncogenic Eml4-Alk rearrangement in virtually all epithelial cell types of the lung. We find that Club cells give rise to lung tumours with a higher frequency than AT2 cells. Based on whole genome methylome, we identified that tumours retain an ‘epigenetic memory’ derived from their originating cell type but also develop a tumour-specific pattern regardless of their origin. Single-cell transcriptomic analyses identified two trajectories of Club cell evolution which are similar to the ones used during lung regeneration, providing a link between lung regeneration and cancer initiation. On both routes, tumours lose their Club cell identity and gain an AT2- like phenotype. Together, this study highlights the role of Club cells in LUAD initiation and unveils key mechanisms conferring LUAD heterogeneity.
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- 2021
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13. Armed and targeted measles virus for chemovirotherapy of pancreatic cancer
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Bossow, S, Grossardt, C, Temme, A, Leber, M F, Sawall, S, Rieber, E P, Cattaneo, R, von Kalle, C, and Ungerechts, G
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- 2011
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14. Detektion von Milchglasinfiltraten in der Photonenzählenden Niedrigdosis-CT
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Wehrse, E, additional, Rotkopf, L, additional, Mayer, P, additional, Hielscher, T, additional, Glemser, P, additional, Heußel, C, additional, Ziener, C, additional, Delorme, S, additional, Kachelrieß, M, additional, Schlemmer, H, additional, and Sawall, S, additional
- Published
- 2021
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15. The impact of hemodynamic factors in a coronary main artery to detect the atherosclerotic severity: Single and multiple sequential stenosis cases
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Hoque, K. E., primary, Ferdows, M., additional, Sawall, S., additional, Tzirtzilakis, E. E., additional, and Xenos, M. A., additional
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- 2021
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16. SC30.03 PATIENT-SPECIFIC METRICS FOR SCAN PARAMETER ADAPTATION IN LUNG CANCER SCREENING.
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Schneider, J., Sawall, S., and Kachelries, M.
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- 2024
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17. Specific killing of melanoma cells by infection with an oncolytic measles virus directed to the surface antigen HMWMAA: P264
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Kaufmann, J. K., Bossow, S., Groardt, C., Sawall, S., Kupsch, J., Enk, A. H., Ungerechts, G., and Nettelbeck, D. M.
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- 2012
18. Iodine contrast-to-noise ratio improvement at unit dose and contrast media volume reduction in whole-body photon-counting CT
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Sawall, S., primary, Klein, L., additional, Amato, C., additional, Wehrse, E., additional, Dorn, S., additional, Maier, J., additional, Heinze, S., additional, Schlemmer, H.-P., additional, Ziener, C.H., additional, Uhrig, M., additional, and Kachelrieß, M., additional
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- 2020
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19. The effect of hemodynamic parameters in patient-based coronary artery models with serial stenoses: normal and hypertension cases
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Hoque, K. E., primary, Ferdows, M., additional, Sawall, S., additional, and Tzirtzilakis, E. E., additional
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- 2020
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20. Patienten-adaptierte Schwellwerteinstellungen für optimalen Jodkontrast in einem photonenzählenden Ganzkörper-CT
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Sawall, S, additional, Dorn, S, additional, Maier, J, additional, Klein, L, additional, Faby, S, additional, Uhrig, M, additional, Schlemmer, H, additional, and Kachelrieß, M, additional
- Published
- 2019
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21. Hochauflösende Darstellung von Knochenläsionen und Trabekelstruktur mit einem photonenzählende Computertomographen
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Uhrig, M, additional, Delorme, S, additional, Bickelhaupt, S, additional, Dorn, S, additional, Faby, S, additional, Kachelrieß, M, additional, Schlemmer, H, additional, and Sawall, S, additional
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- 2019
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22. Hemodynamic Simulations to Identify Irregularities in Coronary Artery Models
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Hoque, K. E., primary, Sawall, S., additional, Hoque, M. A., additional, and Hossain, M. S., additional
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- 2018
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23. Role of Growth arrest-specific gene 6-Mer axis in multiple myeloma
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Waizenegger, J S, primary, Ben-Batalla, I, additional, Weinhold, N, additional, Meissner, T, additional, Wroblewski, M, additional, Janning, M, additional, Riecken, K, additional, Binder, M, additional, Atanackovic, D, additional, Taipaleenmaeki, H, additional, Schewe, D, additional, Sawall, S, additional, Gensch, V, additional, Cubas-Cordova, M, additional, Seckinger, A, additional, Fiedler, W, additional, Hesse, E, additional, Kröger, N, additional, Fehse, B, additional, Hose, D, additional, Klein, B, additional, Raab, M S, additional, Pantel, K, additional, Bokemeyer, C, additional, and Loges, S, additional
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- 2014
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24. The retrobulbar sinus is superior to the lateral tail vein for the injection of contrast media in small animal cardiac imaging
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Socher, M, primary, Kuntz, J, additional, Sawall, S, additional, Bartling, S, additional, and Kachelrieß, M, additional
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- 2014
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25. Low-dose phase-correlated cone-beam micro-CT of small animals
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Sawall, S, primary, Bergner, F, additional, Lapp, R, additional, Mronz, M, additional, Karolczak, M, additional, Hess, A, additional, and Kachelriess, M, additional
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- 2010
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26. Simple ROI cone-beam computed tomography
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Maass, C, primary, Knaup, M, additional, Sawall, S, additional, and Kachelriess, M, additional
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- 2010
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27. Simple ROI cone-beam computed tomography.
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Maass, C., Knaup, M., Sawall, S., and Kachelriess, M.
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- 2010
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28. Low-dose phase-correlated cone-beam micro-CT of small animals.
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Sawall, S., Bergner, F., Lapp, R., Mronz, M., Karolczak, M., Hess, A., and Kachelriess, M.
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- 2010
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29. Temporary warm ischaemia, 5/6 nephrectomy and single uranylnitrate administration — comparison of three models intended to cause renal fibrosis in rats
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Appenroth, D., primary, Lupp, A., additional, Kriegsmann, J., additional, Sawall, S., additional, Splinther, J., additional, Sommer, M., additional, Stein, G., additional, and Fleck, C., additional
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- 2001
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30. Cell-mediated and humoral immune responses in guinea pigs sensitized with the thermostable antigen of human granulocytes (TSGA)
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Bräuer, K., primary, Thoss, K., additional, Sawall, S., additional, and Waldmann, G., additional
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- 1982
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31. Detection of myeloma-associated osteolytic bone lesions with energy-integrating and photon-counting detector CT.
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Grözinger M, Wennmann M, Sawall S, Wehrse E, Sedaghat S, Neelsen C, Bauer F, Goldschmidt H, Weru V, Ziener CH, Kopp-Schneider A, Schlemmer HP, and Rotkopf LT
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- Humans, Aged, Female, Male, Middle Aged, Photons, Bone Neoplasms diagnostic imaging, Bone Neoplasms pathology, Bone Neoplasms secondary, Aged, 80 and over, Sensitivity and Specificity, Magnetic Resonance Imaging methods, Multiple Myeloma diagnostic imaging, Multiple Myeloma pathology, Multiple Myeloma complications, Tomography, X-Ray Computed methods, Osteolysis diagnostic imaging, Osteolysis pathology, Osteolysis etiology
- Abstract
Background: A recent innovation in computed tomography (CT) imaging has been the introduction of photon-counting detector CT (PCD-CT) systems, which are able to register the number and the energy level of incoming x‑ray photons and have smaller detector elements compared with conventional CT scanners that operate with energy-integrating detectors (EID-CT)., Objectives: The study aimed to evaluate the potential benefits of a novel, non-CE certified PCD-CT in detecting myeloma-associated osteolytic bone lesions (OL) compared with a state-of-the-art EID-CT., Materials and Methods: Nine patients with multiple myeloma stage III (according to Durie and Salmon) underwent magnetic resonance imaging (MRI), EID-CT, and PCD-CT of the lower lumbar spine and pelvis. The PCD-CT and EID-CT images of all myeloma lesions that were visible in clinical MRI scans were reviewed by three radiologists for corresponding OL. Additionally, the visualization of destructions to cancellous or cortical bone, and trabecular structures, was compared between PCD-CT and EID-CT., Results: Readers detected 21% more OL in PCD-CT than in EID-CT images (138 vs. 109; p < 0.0001). The sensitivity advantage of PCD-CT in lesion detection increased with decreasing lesion size. The visualization quality of cancellous and cortical destructions as well as of trabecular structures was rated higher by all three readers in PCD-CT images (mean image quality improvements for PCD-CT over EID-CT were +0.45 for cancellous and +0.13 for cortical destructions)., Conclusions: For myeloma-associated OL, PCD-CT demonstrated significantly higher sensitivity, especially with small size. Visualization of bone tissue and lesions was considered significantly better in PCD-CT than in EID-CT. This implies that PCD-CT scanners could potentially be used in the early detection of myeloma-associated bone lesions., Competing Interests: Declarations. Conflict of interest: M. Grözinger, M. Wennmann, S. Sawall, E. Wehrse, S. Sedaghat, C. Neelsen, F. Bauer, H. Goldschmidt, V. Weru, C. Ziener, A. Kopp-Schneider, H.P. Schlemmer and L.T. Rotkopf declare that they have no competing interests. All procedures performed in studies involving human participants or on human tissue were in accordance with the ethical standards of the institutional and/or national research committee and with the 1975 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study. The supplement containing this article is not sponsored by industry., (© 2024. The Author(s), under exclusive licence to Springer Medizin Verlag GmbH, ein Teil von Springer Nature.)
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- 2024
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32. Patient radiation risk reduction by controlling the tube start angle in single and dual source spiral CT scans: A simulation study.
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Baader E, Klein L, Maier J, Sawall S, and Kachelrieß M
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- Humans, Computer Simulation, Radiation Protection methods, Adult, Radiation Dosage, Monte Carlo Method, Tomography, Spiral Computed methods
- Abstract
Background: Organ doses in spiral CT scans depend on the tube start angle., Purpose: To determine the effective dose in single source CT (SSCT) and dual source CT (DSCT) scans as a function of tube start angle and spiral pitch value to identify the dose reduction potential by selecting the optimal start angle., Methods: Using Monte Carlo simulations, dose values for different tube positions with an angular increment of 10 ∘ $10^\circ$ and a longitudinal increment of 4.5 m m $4.5 \,\mathrm{m}\mathrm{m}$ were simulated over a range of 31.5 c m $31.5 \,\mathrm{c}\mathrm{m}$ with collimations of 40 mm $40\, \mathrm{mm}$ , 60 mm $60\, \mathrm{mm}$ , and 80 m m $80 \,\mathrm{m}\mathrm{m}$ . The simulations were performed for the thorax region of six adult patients based on clinical CT data. From the resulting dose distributions, organ doses and effective dose were determined as a function of tube angle and longitudinal position. Using these per-view dose data, the individual organ doses, as well as the total effective dose, were determined for spiral scans with and without tube current modulation (TCM) with pitch values ranging from 0.5 to 1.5 for SSCT and up to 3.0 for DSCT. The dose of the best and worst tube start angle in terms of dose was determined and compared to the mean dose over all tube start angles., Results: With increasing pitch and collimation, the dose variations from the effective dose averaged over all start angles increase. While for a collimation of 40 m m $40 \,\mathrm{m}\mathrm{m}$ , the variations from the mean dose value stay below 5 % $5 \%$ for SSCT, we find that for a spiral scan with a pitch of 3.0 for DSCT with TCM and collimation of 80 m m $80 \,\mathrm{m}\mathrm{m}$ , the dose for the best starting angle is on average 16 % $16 \%$ lower than the mean value and 28 % $28 \%$ lower than the maximum value., Conclusions: Variation of the tube start angle in spiral scans exhibits substantial differences in radiation dose especially for high pitch values and for high collimations. Therefore, we suggest to control the tube start angle to minimize patient risk., (© 2024 The Author(s). Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
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- 2024
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33. Potential radiation dose reduction in clinical photon-counting CT by the small pixel effect: ultra-high resolution (UHR) acquisitions reconstructed to standard resolution.
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Fix Martinez M, Klein L, Maier J, Rotkopf LT, Schlemmer HP, Schönberg SO, Kachelrieß M, and Sawall S
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- Swine, Animals, Humans, Image Processing, Computer-Assisted methods, Phantoms, Imaging, Radiation Dosage, Photons, Tomography, X-Ray Computed methods
- Abstract
Objective: To assess the potential dose reduction achievable with clinical photon-counting CT (PCCT) in ultra-high resolution (UHR) mode compared to acquisitions using the standard resolution detector mode (Std)., Materials and Methods: With smaller detector pixels, PCCT achieves far higher spatial resolution than energy-integrating (EI) CT systems. The reconstruction of UHR acquisitions to the lower spatial resolution of conventional systems results in an image noise and radiation dose reduction. We quantify this small pixel effect in measurements of semi-anthropomorphic abdominal phantoms of different sizes as well as in a porcine knuckle in the first clinical PCCT system by using the UHR mode (0.2 mm pixel size at isocenter) in comparison to the standard resolution mode (0.4 mm). At different slice thicknesses (0.4 up to 4 mm) and dose levels between 4 and 12 mGy, reconstructions using filtered backprojection were performed to the same target spatial resolution, i.e., same modulation transfer function, using both detector modes. Image noise and the resulting potential dose reduction was quantified as a figure of merit., Results: Images acquired using the UHR mode yield lower noise in comparison to acquisitions using standard pixels at the same resolution and noise level. This holds for sharper convolution kernels at the spatial resolution limit of the standard mode, e.g., up to a factor 3.2 in noise reduction and a resulting potential dose reduction of up to almost 90%., Conclusion: Using sharper convolution kernels, UHR acquisitions allow for a significant dose reduction compared to acquisitions using the standard detector mode., Clinical Relevance: Acquisitions should always be performed using the ultra-high resolution detector mode, if possible, to benefit from the intrinsic noise and dose reduction., Key Points: • Ionizing radiation used in computed tomography examinations is a concern to public health. • The ultra-high resolution of novel photon-counting systems can be invested towards a noise and dose reduction if only a spatial resolution below the resolution limit of the detector is desired. • Acquisitions should always be performed in ultra-high resolution mode, if possible, to benefit from an intrinsic dose reduction., (© 2023. The Author(s).)
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- 2024
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34. Superparamagnetic Iron Oxide Nanoparticles Reprogram the Tumor Microenvironment and Reduce Lung Cancer Regrowth after Crizotinib Treatment.
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Horvat NK, Chocarro S, Marques O, Bauer TA, Qiu R, Diaz-Jimenez A, Helm B, Chen Y, Sawall S, Sparla R, Su L, Klingmüller U, Barz M, Hentze MW, Sotillo R, and Muckenthaler MU
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- Animals, Humans, Mice, Antineoplastic Agents pharmacology, Antineoplastic Agents chemistry, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors chemistry, Cell Line, Tumor, Tumor-Associated Macrophages drug effects, Tumor-Associated Macrophages metabolism, Cell Proliferation drug effects, Female, Lung Neoplasms drug therapy, Lung Neoplasms pathology, Tumor Microenvironment drug effects, Magnetic Iron Oxide Nanoparticles chemistry, Crizotinib pharmacology, Crizotinib chemistry
- Abstract
ALK-positive NSCLC patients demonstrate initial responses to ALK tyrosine kinase inhibitor (TKI) treatments, but eventually develop resistance, causing rapid tumor relapse and poor survival rates. Growing evidence suggests that the combination of drug and immune therapies greatly improves patient survival; however, due to the low immunogenicity of the tumors, ALK-positive patients do not respond to currently available immunotherapies. Tumor-associated macrophages (TAMs) play a crucial role in facilitating lung cancer growth by suppressing tumoricidal immune activation and absorbing chemotherapeutics. However, they can also be programmed toward a pro-inflammatory tumor suppressive phenotype, which represents a highly active area of therapy development. Iron loading of TAMs can achieve such reprogramming correlating with an improved prognosis in lung cancer patients. We previously showed that superparamagnetic iron oxide nanoparticles containing core-cross-linked polymer micelles (SPION-CCPMs) target macrophages and stimulate pro-inflammatory activation. Here, we show that SPION-CCPMs stimulate TAMs to secrete reactive nitrogen species and cytokines that exert tumoricidal activity. We further show that SPION-CCPMs reshape the immunosuppressive Eml4-Alk lung tumor microenvironment (TME) toward a cytotoxic profile hallmarked by the recruitment of CD8
+ T cells, suggesting a multifactorial benefit of SPION-CCPM application. When intratracheally instilled into lung cancer-bearing mice, SPION-CCPMs delay tumor growth and, after first line therapy with a TKI, halt the regrowth of relapsing tumors. These findings identify SPIONs-CCPMs as an adjuvant therapy, which remodels the TME, resulting in a delay in the appearance of resistant tumors.- Published
- 2024
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35. Dental imaging in clinical photon-counting CT at a quarter of DVT dose.
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Sawall S, Maier J, Sen S, Gehrig H, Kim TS, Schlemmer HP, Schönberg SO, Kachelrieß M, and Rütters M
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- Animals, Swine, Reproducibility of Results, Phantoms, Imaging, Image Processing, Computer-Assisted, Cone-Beam Computed Tomography, Tomography, X-Ray Computed methods
- Abstract
Objective: To investigate the image quality of a low-dose dental imaging protocol in the first clinical photon-counting computed tomography (PCCT) system in comparison to a normal-dose acquisition in a digital volume tomography (DVT) system., Materials and Methods: Clinical PCCT systems offer an increased spatial resolution compared to previous generations of clinical systems. Their spatial resolution is in the order of dental DVT systems. Resolution-matched acquisitions of ten porcine jaws were performed in a PCCT (Naeotom Alpha, Siemens Healthineers) and in a DVT (Orthophos XL, Dentsply Sirona). PCCT images were acquired with 90 kV at a dose of 1 mGy CTDI
16 cm . DVT used 85 kV at 4 mGy. Image reconstruction was performed using the standard algorithms of each system to a voxel size of 160 × 160 × 200 µm. The dose-normalized contrast-to-noise ratio (CNRD) was measured between dentine and enamel and dentine and bone. Two readers evaluated overall diagnostic quality of images and quality of relevant structures such as root channels and dentine., Results: CNRD is higher in all PCCT acquisitions. CNRD is 37 % higher for the contrast dentine-enamel and 31 % higher for the dentine-bone contrast (p < 0.05). Overall diagnostic image quality was higher for PCCT over DVT (p < 0.02 and p < 0.04 for readers 1 and 2). Quality scores for anatomical structures were higher in PCCT compared to DVT (all p < 0.05). Inter- and intrareader reproducibility were acceptable (all ICC>0.64)., Conclusions: PCCT provides an increased image quality over DVT even at a lower dose level and might enable complex dental imaging protocols in the future., Clinical Significance: The evolution of photon-counting technology and it's optimization will increasingly move dental imaging towards standardized 3D visualizations providing both minimal radiation exposure and high diagnostic accuracy., 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 Author(s). Published by Elsevier Ltd.. All rights reserved.)- Published
- 2024
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36. Raw data consistent deep learning-based field of view extension for dual-source dual-energy CT.
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Maier J, Erath J, Sawall S, Fournié E, Stierstorfer K, and Kachelrieß M
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- Humans, Tomography, X-Ray Computed, Thorax, Phantoms, Imaging, Algorithms, Image Processing, Computer-Assisted, Deep Learning
- Abstract
Background: Due to technical constraints, dual-source dual-energy CT scans may lack spectral information in the periphery of the patient., Purpose: Here, we propose a deep learning-based iterative reconstruction to recover the missing spectral information outside the field of measurement (FOM) of the second source-detector pair., Methods: In today's Siemens dual-source CT systems, one source-detector pair (referred to as A) typically has a FOM of about 50 cm, while the FOM of the other pair (referred to as B) is limited by technical constraints to a diameter of about 35 cm. As a result, dual-energy applications are currently only available within the small FOM, limiting their use for larger patients. To derive a reconstruction at B's energy for the entire patient cross-section, we propose a deep learning-based iterative reconstruction. Starting with A's reconstruction as initial estimate, it employs a neural network in each iteration to refine the current estimate according to a raw data fidelity measure. Here, the corresponding mapping is trained using simulated chest, abdomen, and pelvis scans based on a data set containing 70 full body CT scans. Finally, the proposed approach is tested on simulated and measured dual-source dual-energy scans and compared against existing reference approaches., Results: For all test cases, the proposed approach was able to provide artifact-free CT reconstructions of B for the entire patient cross-section. Considering simulated data, the remaining error of the reconstructions is between 10 and 17 HU on average, which is about half as low as the reference approaches. A similar performance with an average error of 8 HU could be achieved for real phantom measurements., Conclusions: The proposed approach is able to recover missing dual-energy information for patients exceeding the small 35 cm FOM of dual-source CT systems. Therefore, it potentially allows to extend dual-energy applications to the entire-patient cross section., (© 2023 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2024
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37. [New contrast agents for photon-counting computed tomography].
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Sawall S
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- Animals, Tomography, X-Ray Computed methods, Photons, Phantoms, Imaging, Contrast Media, Iodine
- Abstract
Background: The introduction of energy-selective photon-counting detectors into clinical practice represents the next milestone in computed tomography (CT). In addition to significantly higher resolution, these detectors allow the implicit acquisition of dual or multispectral data in a single measurement through the use of typically freely selectable thresholds. This capability reignited the interest in new contrast agents based on heavy elements, so-called high‑z elements, for clinical CT., Objective: The present article aims to investigate the potential suitability of different chemical elements as contrast agents and to discuss possible clinical applications, for example, K‑edge imaging or simultaneous application of different contrast agents., Conclusion: First preclinical experiments as well as experiments in large animals could demonstrate potential advantages of contrast agents based on heavy elements. For example, such contrast agents promise a significant increase in image contrast compared to conventional iodine-based agents., (© 2023. The Author(s), under exclusive licence to Springer Medizin Verlag GmbH, ein Teil von Springer Nature.)
- Published
- 2023
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38. Dual-contrast photon-counting micro-CT using iodine and a novel bismuth-based contrast agent.
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Amato C, Susenburger M, Lehr S, Kuntz J, Gehrke N, Franke D, Thüring T, Briel A, Brönnimann C, Kachelrieß M, and Sawall S
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- Mice, Animals, X-Ray Microtomography methods, Contrast Media, Bismuth, Abdomen, Phantoms, Imaging, Photons, Iodine
- Abstract
Objectives. To characterize for the first time in vivo a novel bismuth-based nanoparticular contrast agent developed for preclinical applications. Then, to design and test in vivo a multi-contrast protocol for functional cardiac imaging using the new bismuth nanoparticles and a well-established iodine-based contrast agent. Approach. A micro-computed tomography scanner was assembled and equipped with a photon-counting detector. Five mice were administered with the bismuth-based contrast agent and systematically scanned over 5 h to quantify the contrast enhancement in relevant organs of interest. Subsequently, the multi-contrast agent protocol was tested on three mice. Material decomposition was performed on the acquired spectral data to quantify the concentration of bismuth and iodine in multiple structures, e.g. the myocardium and vasculature. Main results. In the vasculature, the bismuth agent provides a peak enhancement of 1100 HU and a half-life of about 260 min. After the injection, it accumulates in the liver, spleen and intestinal wall reaching a CT value of 440 HU about 5 h post injection. Phantom measurements showed that the bismuth provides more contrast enhancement than iodine for a variety of tube voltages. The multi-contrast protocol for cardiac imaging successfully allowed the simultaneous decomposition of the vasculature, the brown adipose tissue and the myocardium. Significance. The new bismuth-based contrast agent was proven to have a long circulation time suitable for preclinical applications and to provide more contrast than iodine agents. The proposed multi-contrast protocol resulted in a new tool for cardiac functional imaging. Furthermore, thanks to the contrast enhancement provided in the intestinal wall, the novel contrast agent may be used to develop further multi contrast agent protocols for abdominal and oncological imaging., (© 2023 Institute of Physics and Engineering in Medicine.)
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- 2023
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39. Ultrahigh resolution whole body photon counting computed tomography as a novel versatile tool for translational research from mouse to man.
- Author
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Wehrse E, Klein L, Rotkopf LT, Stiller W, Finke M, Echner GG, Glowa C, Heinze S, Ziener CH, Schlemmer HP, Kachelrieß M, and Sawall S
- Subjects
- Phantoms, Imaging, Tomography Scanners, X-Ray Computed, Contrast Media, Photons, Translational Research, Biomedical, Tomography, X-Ray Computed methods
- Abstract
X-ray computed tomography (CT) is a cardinal tool in clinical practice. It provides cross-sectional images within seconds. The recent introduction of clinical photon-counting CT allowed for an increase in spatial resolution by more than a factor of two resulting in a pixel size in the center of rotation of about 150 µm. This level of spatial resolution is in the order of dedicated preclinical micro-CT systems. However so far, the need for different dedicated clinical and preclinical systems often hinders the rapid translation of early research results to applications in men. This drawback might be overcome by ultra-high resolution (UHR) clinical photon-counting CT unifying preclinical and clinical research capabilities in a single machine. Herein, the prototype of a clinical UHR PCD CT (SOMATOM CounT, Siemens Healthineers, Forchheim, Germany) was used. The system comprises a conventional energy-integrating detector (EID) and a novel photon-counting detector (PCD). While the EID provides a pixel size of 0.6 mm in the centre of rotation, the PCD provides a pixel size of 0.25 mm. Additionally, it provides a quantification of photon energies by sorting them into up to four distinct energy bins. This acquisition of multi-energy data allows for a multitude of applications, e.g. pseudo-monochromatic imaging. In particular, we examine the relation between spatial resolution, image noise and administered radiation dose for a multitude of use-cases. These cases include ultra-high resolution and multi-energy acquisitions of mice administered with a prototype bismuth-based contrast agent (nanoPET Pharma, Berlin, Germany) as well as larger animals and actual patients. The clinical EID provides a spatial resolution of about 9 lp/cm (modulation transfer function at 10%, MTF
10% ) while UHR allows for the acquisition of images with up to 16 lp/cm allowing for the visualization of all relevant anatomical structures in preclinical and clinical specimen. The spectral capabilities of the system enable a variety of applications previously not available in preclinical research such as pseudo-monochromatic images. Clinical ultra-high resolution photon-counting CT has the potential to unify preclinical and clinical research on a single system enabling versatile imaging of specimens and individuals ranging from mice to man., 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 © 2022. Published by Elsevier GmbH.)- Published
- 2023
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40. Metal artifacts and artifact reduction of neurovascular coils in photon-counting detector CT versus energy-integrating detector CT - in vitro comparison of a standard brain imaging protocol.
- Author
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Schmitt N, Wucherpfennig L, Rotkopf LT, Sawall S, Kauczor HU, Bendszus M, Möhlenbruch MA, Schlemmer HP, and Vollherbst DF
- Subjects
- Humans, Brain diagnostic imaging, Phantoms, Imaging, Photons, Neuroimaging, Artifacts, Tomography, X-Ray Computed methods
- Abstract
Objectives: Photon-counting detector computed tomography (PCD-CT) is a promising new technique for CT imaging. The aim of the present study was the in vitro comparison of coil-related artifacts in PCD-CT and conventional energy-integrating detector CT (EID-CT) using a comparable standard brain imaging protocol before and after metal artifact reduction (MAR)., Methods: A nidus-shaped rubber latex, resembling an aneurysm of the cerebral arteries, was filled with neurovascular platinum coils and inserted into a brain imaging phantom. Image acquisition and reconstruction were repeatedly performed for PCD-CT and EID-CT (n = 10, respectively) using a standard brain imaging protocol. Moreover, linear interpolation MAR was performed for PCD-CT and EID-CT images. The degree of artifacts was analyzed quantitatively (standard deviation in a donut-shaped region of interest) and qualitatively (5-point scale analysis)., Results: Quantitative and qualitative analysis demonstrated a lower degree of metal artifacts in the EID-CT images compared to the total-energy PCD-CT images (e.g., 82.99 ± 7.89 Hounsfield units (HU) versus 90.35 ± 6.28 HU; p < 0.001) with no qualitative difference between the high-energy bin PCD-CT images and the EID-CT images (4.18 ± 0.37 and 3.70 ± 0.64; p = 0.575). After MAR, artifacts were more profoundly reduced in the PCD-CT images compared to the EID-CT images in both analyses (e.g., 2.35 ± 0.43 and 3.18 ± 0.34; p < 0.001)., Conclusion: PCD-CT in combination with MAR have the potential to provide an improved option for reduction of coil-related artifacts in cerebral imaging in this in vitro study., Key Points: • Photon-counting detector CT produces more artifacts compared to energy-integrating detector CT without metal artifact reduction in cerebral in vitro imaging after neurovascular coil-embolization. • Spectral information of PCD-CT provides the potential for new post-processing techniques, since the coil-related artifacts were lower in PCD-CT images compared to EID-CT images after linear interpolation metal artifact reduction in this in vitro study., (© 2022. The Author(s).)
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- 2023
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41. Dose-efficient assessment of trabecular microstructure using ultra-high-resolution photon-counting CT.
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Peña JA, Klein L, Maier J, Damm T, Schlemmer HP, Engelke K, Glüer CC, Kachelrieß M, and Sawall S
- Subjects
- Humans, Reproducibility of Results, Phantoms, Imaging, Abdomen, Tomography, X-Ray Computed methods, Photons
- Abstract
Photon-counting (PC) detectors for clinical computed tomography (CT) may offer improved imaging capabilities compared to conventional energy-integrating (EI) detectors, e.g. superior spatial resolution and detective efficiency. We here investigate if PCCT can reduce the administered dose in examinations aimed at quantifying trabecular bone microstructure. Five human vertebral bodies were scanned three times in an abdomen phantom (QRM, Germany) using an experimental dual-source CT (Somatom CounT, Siemens Healthineers, Germany) housing an EI detector (0.60 mm pixel size at the iso-center) and a PC detector (0.25 mm pixel size). A tube voltage of 120 kV was used. Tube current-time product for EICT was 355 mAs (23.8 mGy CTDI
32 cm ). Dose-matched UHR-PCCT (UHRdm, 23.8 mGy) and noise-matched acquisitions (UHRnm, 10.5 mGy) were performed and reconstructed to a voxel size of 0.156 mm using a sharp kernel. Measurements of bone mineral density (BMD) and trabecular separation (Tb.Sp) and Tb.Sp percentiles reflecting the different scales of the trabecular interspacing were performed and compared to a gold-standard measurement using a peripheral CT device (XtremeCT, SCANCO Medical, Switzerland) with an isotropic voxel size of 0.082 mm and 6.6 mGy CTDI10 cm . The image noise was quantified and the relative error with respect to the gold-standard along with the agreement between CT protocols using Lin's concordance correlation coefficient (rCCC ) were calculated. The Mean ± StdDev of the measured image noise levels in EICT was 109.6 ± 3.9 HU. UHRdm acquisitions (same dose as EICT) showed a significantly lower noise level of 78.6 ± 4.6 HU (p = 0.0122). UHRnm (44% dose of EICT) showed a noise level of 115.8 ± 3.7 HU, very similar to EICT at the same spatial resolution. For BMD the overall Mean ± StdDev for EI, UHRdm and UHRnm were 114.8 ± 28.6 mgHA/cm3 , 121.6 ± 28.8 mgHA/cm3 and 121.5 ± 28.6 mgHA/cm3 , respectively, compared to 123.1 ± 25.5 mgHA/cm3 for XtremeCT. For Tb.Sp these values were 1.86 ± 0.54 mm, 1.80 ± 0.56 mm and 1.84 ± 0.52 mm, respectively, compared to 1.66 ± 0.48 mm for XtremeCT. The ranking of the vertebrae with regard to Tb.Sp data was maintained throughout all Tb.Sp percentiles and among the CT protocols and the gold-standard. The agreement between protocols was very good for all comparisons: UHRnm vs. EICT (BMD rCCC = 0.97; Tb.Sp rCCC = 0.998), UHRnm vs. UHRdm (BMD rCCC = 0.998; Tb.Sp rCCC = 0.993) and UHRdm vs. EICT (BMD rCCC = 0.97; Tb.Sp rCCC = 0.991). Consequently, the relative RMS-errors from linear regressions against the gold-standard for EICT, UHRdm and UHRnm were very similar for BMD (7.1%, 5.2% and 5.4%) and for Tb.Sp (3.3%, 3.3% and 2.9%), with a much lower radiation dose for UHRnm. Short-term reproducibility for BMD measurements was similar and below 0.2% for all protocols, but for Tb.Sp showed better results for UHR (about 1/3 of the level for EICT). In conclusion, CT with UHR-PC detectors demonstrated lower image noise and better reproducibility for assessments of bone microstructure at similar dose levels. For UHRnm, radiation exposure levels could be reduced by 56% without deterioration of performance levels in the assessment of bone mineral density and bone microstructure., 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 © 2022. Published by Elsevier GmbH.)- Published
- 2022
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42. Author Correction: Cytokine release syndrome-like serum responses after COVID-19 vaccination are frequent and clinically inapparent under cancer immunotherapy.
- Author
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Walle T, Bajaj S, Kraske JA, Rösner T, Cussigh CS, Kälber KA, Müller LJ, Strobel SB, Burghaus J, Kallenberger SM, Stein-Thöringer CK, Jenzer M, Schubert A, Kahle S, Williams A, Hoyler B, Zielske L, Skatula R, Sawall S, Leber MF, Kunes RZ, Krisam J, Fremd C, Schneeweiss A, Krauss J, Apostolidis L, Berger AK, Haag GM, Zschäbitz S, Halama N, Springfeld C, Kirsten R, Hassel JC, Jäger D, and Ungerechts G
- Published
- 2022
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43. Cytokine release syndrome-like serum responses after COVID-19 vaccination are frequent and clinically inapparent under cancer immunotherapy.
- Author
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Walle T, Bajaj S, Kraske JA, Rösner T, Cussigh CS, Kälber KA, Müller LJ, Strobel SB, Burghaus J, Kallenberger SM, Stein-Thöringer CK, Jenzer M, Schubert A, Kahle S, Williams A, Hoyler B, Zielske L, Skatula R, Sawall S, Leber MF, Kunes RZ, Krisam J, Fremd C, Schneeweiss A, Krauss J, Apostolidis L, Berger AK, Haag GM, Zschäbitz S, Halama N, Springfeld C, Kirsten R, Hassel JC, Jäger D, and Ungerechts G
- Subjects
- Cohort Studies, Cytokine Release Syndrome, Cytokines, Humans, Immune Checkpoint Inhibitors, Immunotherapy adverse effects, Interleukin-6, Vaccination, COVID-19, COVID-19 Vaccines adverse effects, Neoplasms drug therapy
- Abstract
Patients with cancer frequently receive immune-checkpoint inhibitors (ICIs), which may modulate immune responses to COVID-19 vaccines. Recently, cytokine release syndrome (CRS) was observed in a patient with cancer who received BTN162b2 vaccination under ICI treatment. Here, we analyzed adverse events and serum cytokines in patients with 23 different tumors undergoing (n = 64) or not undergoing (n = 26) COVID-19 vaccination under ICI therapy in a prospectively planned German single-center cohort study (n = 220). We did not observe clinically relevant CRS (≥grade 2) after vaccination (95% CI 0-5.6%; Common Terminology of Adverse Events v.5.0) in this small cohort. Within 4 weeks after vaccination, serious adverse events occurred in eight patients (12.5% 95% CI 5.6-23%): six patients were hospitalized due to events common under cancer therapy including immune related adverse events and two patients died due to conditions present before vaccination. Despite absence of CRS symptoms, a set of pairwise-correlated CRS-associated cytokines, including CXCL8 and interleukin-6 was >1.5-fold upregulated in 40% (95% CI 23.9-57.9%) of patients after vaccination. Hence, elevated cytokine levels are common and not sufficient to establish CRS diagnosis., (© 2022. The Author(s).)
- Published
- 2022
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44. Club cells employ regeneration mechanisms during lung tumorigenesis.
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Chen Y, Toth R, Chocarro S, Weichenhan D, Hey J, Lutsik P, Sawall S, Stathopoulos GT, Plass C, and Sotillo R
- Subjects
- Animals, Cell Differentiation genetics, Cell Transformation, Neoplastic pathology, Epithelial Cells pathology, Humans, Lung pathology, Mice, Adenocarcinoma of Lung genetics, Adenocarcinoma of Lung pathology, Lung Neoplasms genetics, Lung Neoplasms pathology
- Abstract
The high plasticity of lung epithelial cells, has for many years, confounded the correct identification of the cell-of-origin of lung adenocarcinoma (LUAD), one of the deadliest malignancies worldwide. Here, we employ lineage-tracing mouse models to investigate the cell of origin of Eml4-Alk LUAD, and show that Club and Alveolar type 2 (AT2) cells give rise to tumours. We focus on Club cell originated tumours and find that Club cells experience an epigenetic switch by which they lose their lineage fidelity and gain an AT2-like phenotype after oncogenic transformation. Single-cell transcriptomic analyses identified two trajectories of Club cell evolution which are similar to the ones used during lung regeneration, suggesting that lung epithelial cells leverage on their plasticity and intrinsic regeneration mechanisms to give rise to a tumour. Together, this study highlights the role of Club cells in LUAD initiation, identifies the mechanism of Club cell lineage infidelity, confirms the presence of these features in human tumours, and unveils key mechanisms conferring LUAD heterogeneity., (© 2022. The Author(s).)
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- 2022
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45. Empirical scatter correction: CBCT scatter artifact reduction without prior information.
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Trapp P, Maier J, Susenburger M, Sawall S, and Kachelrieß M
- Subjects
- Algorithms, Cone-Beam Computed Tomography methods, Humans, Image Processing, Computer-Assisted methods, Phantoms, Imaging, Scattering, Radiation, Artifacts, Spiral Cone-Beam Computed Tomography
- Abstract
Background: The image quality of cone beam CT (CBCT) scans severely suffers from scattered radiation if no countermeasures are taken. Scatter artifacts may induce cupping and streak artifacts and lead to a reduced image contrast and wrong CT values of the reconstructed volumes. Established software-based approaches for a correction of scattered radiation typically rely on prior knowledge of the CT system, scan parameters, the scanned object, or all of the aforementioned., Purpose: This study proposes a simple and effective postprocessing software-based correction method of scatter artifacts in CBCT scans without specific prior knowledge., Methods: We propose the empirical scatter correction (ESC), which generates scatter-like basis images from each projection image by convolution operations. A linear combination of these basis images is subtracted from the original projection image. The logarithm is taken and an FDK reconstruction is performed. The coefficients needed for the linear combination are determined automatically by a downhill simplex algorithm such that the resulting reconstructed images show no scatter artifacts. We demonstrate the potential of ESC by correcting simulated volumes with Monte Carlo scatter artifacts, a head phantom scan performed on our table-top CBCT, and a pelvis scan from a Varian Edge CBCT scanner., Results: ESC is able to improve the image quality of CBCT scans, which is shown on the basis of our simulations and on measured data. For a simulated head CT, the CT value difference to the scatter-free reference image was as low as -6 HU after using ESC, whereas the uncorrected data deviated by more than -200 HU from the reference data. Simulations of thorax and abdomen CT scans show that although scatter artifacts are not fully removed, anatomical features which were hard to discover prior to the correction become clearly visible and better segmentable with ESC. Similar results are obtained in the phantom measurement, where a comparison to a slit scan of our head phantom shows only small differences. The CT values in soft tissue are improved in this measurement, as well. In soft tissue areas with severe scatter artifacts, the CT values agree well with those of the slit scan (difference to slit scan: 35 HU corrected and -289 HU uncorrected). Scatter artifacts in measured patient data can also be reduced using the proposed ESC. The results are comparable to those achieved with designated correction algorithms installed on the Varian Edge CBCT system., Conclusions: ESC allows to reduce artifacts caused by patient scatter solely based on the projection data., (© 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2022
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46. Patient-specific radiation risk-based tube current modulation for diagnostic CT.
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Klein L, Liu C, Steidel J, Enzmann L, Knaup M, Sawall S, Maier A, Lell M, Maier J, and Kachelrieß M
- Subjects
- Humans, Phantoms, Imaging, Radiation Dosage, Retrospective Studies, Tomography Scanners, X-Ray Computed, Tomography, X-Ray Computed adverse effects, Tomography, X-Ray Computed methods
- Abstract
Purpose: Modern CT scanners use automatic exposure control (AEC) techniques, such as tube current modulation (TCM), to reduce dose delivered to patients while maintaining image quality. In contrast to conventional approaches that minimize the tube current time product of the CT scan, referred to as mAsTCM in the following, we herein propose a new method referred to as riskTCM, which aims at reducing the radiation risk to the patient by taking into account the specific radiation risk of every dose-sensitive organ., Methods: For current mAsTCM implementations, the mAs product is used as a surrogate for the patient dose. Thus, they do not take into account the varying dose sensitivity of different organs. Our riskTCM framework assumes that a coarse CT reconstruction, an organ segmentation, and an estimation of the dose distribution can be provided in real time, for example, by applying machine learning techniques. Using this information, riskTCM determines a tube current curve that minimizes a patient risk measure, for example, the effective dose, while keeping the image quality constant. We retrospectively applied riskTCM to 20 patients covering all relevant anatomical regions and tube voltages from 70 to 150 kV. The potential reduction of effective dose at same image noise is evaluated as a figure of merit and compared to mAsTCM and to a situation with a constant tube current referred to as noTCM., Results: Anatomical regions like the neck, thorax, abdomen, and the pelvis benefit from the proposed riskTCM. On average, a reduction of effective dose of about 23% for the thorax, 31% for the abdomen, 24% for the pelvis, and 27% for the neck has been evaluated compared to today's state-of-the-art mAsTCM. For the head, the resulting reduction of effective dose is lower, about 13% on average compared to mAsTCM., Conclusions: With a risk-minimizing TCM, significant higher reduction of effective dose compared to mAs-minimizing TCM is possible., (© 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2022
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47. Dental imaging using an ultra-high resolution photon-counting CT system.
- Author
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Ruetters M, Sen S, Gehrig H, Bruckner T, Kim TS, Lux CJ, Schlemmer HP, Heinze S, Maier J, Kachelrieß M, and Sawall S
- Subjects
- Humans, Incisor, Radionuclide Imaging, Tomography, X-Ray Computed methods, Osteolysis
- Abstract
Clinical photon-counting CT (PCCT) offers a spatial resolution of about 200 µm and might allow for acquisitions close to conventional dental CBCTs. In this study, the capabilities of this new system in comparison to dental CBCTs shall be evaluated. All 8 apical osteolysis identified in CBCT were identified by both readers in all three PCCT scan protocols. Mean visibility scores showed statistical significant differences for root canals(p = 0.0001), periodontal space(p = 0.0090), cortical(p = 0.0003) and spongious bone(p = 0.0293) in favor of high and medium dose PCCT acquisitions. Overall, both devices showed excellent image quality of all structures assessed. Interrater-agreement showed high values for all protocols in all structures. Bland-Altman plots revealed a high concordance of both modalities with the reference measurements. In vitro, ultra-high resolution PCCT can reliably identify different diagnostic entities and structures relevant for dental diagnostics similar to conventional dental CBCT with similar radiation dose. Acquisitions of five cadaveric heads were performed in an experimental CT-system containing an ultra-high resolution PC detector (0.25 mm pixel size in isocenter) as well as in a dental CBCT scanner. Acquisitions were performed using dose levels of 8.5 mGy, 38.0 mGy and 66.5 mGy (CTDI16cm) in case of PCCT and of 8.94 mGy (CTDI16cm) in case of CBCT. The quality of delineation of hard tissues, root-canals, periodontal-space as well as apical osteolysis was assessed by two readers. Mean visibility scores and interrater-agreement (overall agreement (%)) were calculated. Vertical bone loss (bl) and thickness (bt) of the buccal bone lamina of 15 lower incisors were measured and compared to reference measurements by ore microscopy and clinical probing., (© 2022. The Author(s).)
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- 2022
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48. Real-time estimation of patient-specific dose distributions for medical CT using the deep dose estimation.
- Author
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Maier J, Klein L, Eulig E, Sawall S, and Kachelrieß M
- Subjects
- Humans, Monte Carlo Method, Phantoms, Imaging, Radiation Dosage, Radiometry methods, Tomography, X-Ray Computed methods
- Abstract
Purpose: With the rising number of computed tomography (CT) examinations and the trend toward personalized medicine, patient-specific dose estimates are becoming more and more important in CT imaging. However, current approaches are often too slow or too inaccurate to be applied routinely. Therefore, we propose the so-called deep dose estimation (DDE) to provide highly accurate patient dose distributions in real time METHODS: To combine accuracy and computational performance, the DDE algorithm uses a deep convolutional neural network to predict patient dose distributions. To do so, a U-net like architecture is trained to reproduce Monte Carlo simulations from a two-channel input consisting of a CT reconstruction and a first-order dose estimate. Here, the corresponding training data were generated using CT simulations based on 45 whole-body patient scans. For each patient, simulations were performed for different anatomies (pelvis, abdomen, thorax, head), different tube voltages (80 kV, 100 kV, 120 kV), different scan trajectories (circle, spiral), and with and without bowtie filtration and tube current modulation. Similar simulations were performed using a second set of eight whole-body CT scans from the Visual Concept Extraction Challenge in Radiology (Visceral) project to generate testing data. Finally, the DDE algorithm was evaluated with respect to the generalization to different scan parameters and the accuracy of organ dose and effective dose estimates based on an external organ segmentation., Results: DDE dose distributions were quantified in terms of the mean absolute percentage error (MAPE) and a gamma analysis with respect to the ground truth Monte Carlo simulation. Both measures indicate that DDE generalizes well to different scan parameters and different anatomical regions with a maximum MAPE of 6.3% and a minimum gamma passing rate of 91%. Evaluating the organ dose values for all organs listed in the International Commission on Radiological Protection (ICRP) recommendation, shows an average error of 3.1% and maximum error of 7.2% (bone surface)., Conclusions: The DDE algorithm provides an efficient approach to determine highly accurate dose distributions. Being able to process a whole-body CT scan in about 1.5 s, it provides a valuable alternative to Monte Carlo simulations on a graphics processing unit (GPU). Here, the main advantage of DDE is that it can be used on top of any existing Monte Carlo code such that real-time performance can be achieved without major adjustments. Thus, DDE opens up new options not only for dosimetry but also for scan and protocol optimization., (© 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2022
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49. Dose reduction potential in diagnostic single energy CT through patient-specific prefilters and a wider range of tube voltages.
- Author
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Steidel J, Maier J, Sawall S, and Kachelrieß M
- Subjects
- Adult, Child, Humans, Monte Carlo Method, Phantoms, Imaging, Radiation Dosage, Drug Tapering, Tomography, X-Ray Computed
- Abstract
Purpose: Various studies have demonstrated that additional prefilters and/or reduced tube voltages have the potential to significantly increase the contrast-to-noise ratios at unit dose (CNRDs) and thereby to significantly reduce patient dose in clinical CT. An exhaustive analysis, accounting for a wide range of filter thicknesses and a wide range of tube voltages extending beyond the 70 to 150 kV range of today's CT systems, including their specific choice depending on the patient size, is, however, missing. Therefore, this work analyzes the dose reduction potential for patient-specific selectable prefilters combined with a wider range of tube voltages. We do so for soft tissue and iodine contrast in single energy CT. The findings may be helpful to guide further developments of x-ray tubes and automatic filter changers., Methods: CT acquisitions were simulated for different patient sizes (semianthropomorphic phantoms for child, adult, and obese patients), tube voltages (35-150 kV), prefilter materials (tin and copper), and prefilter thicknesses (up to 5 mm). For each acquisition soft tissue and iodine CNRDs were determined. Dose was calculated using Monte Carlo simulations of a computed tomography dose index (CTDI) phantom. CNRD values of acquisitions with different parameters were used to evaluate dose reduction., Results: Dose reduction through patient-specific prefilters depends on patient size and available tube current among others. With an available tube current time product of 1000 mAs dose reductions of 17% for the child, 32% for the adult and 29% for the obese phantom were achieved for soft tissue contrast. For iodine contrast dose reductions were 57%, 49%, and 39% for child, adult, and obese phantoms, respectively. Here, a tube voltage range extended to lower kV is important., Conclusions: Substantial dose reduction can be achieved by utilizing patient-specific prefilters. Tube voltages lower than 70 kV are beneficial for dose reduction with iodine contrast, especially for small patients. The optimal implementation of patient-specific prefilters benefits from higher tube power. Tin prefilters should be available in 0.1 mm steps or lower, copper prefilter in 0.3 mm steps or lower. At least 10 different prefilter thicknesses should be used to cover the dose optima of all investigated patient sizes and contrast mechanisms. In many cases it would be advantageous to adapt the prefilter thickness rather than the tube current to the patient size, that is, to always use the maximum available tube current and to control the exposure by adjusting the thickness of the prefilter., (© 2021 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2022
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50. Toward molecular imaging using spectral photon-counting computed tomography?
- Author
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Sawall S, Amato C, Klein L, Wehrse E, Maier J, and Kachelrieß M
- Subjects
- Animals, Cesium chemistry, Gadolinium chemistry, Humans, Image Processing, Computer-Assisted, Iodides chemistry, Metals chemistry, Molecular Imaging methods, Nanoparticles chemistry, Photons, Sarcoma diagnostic imaging, Sensitivity and Specificity, Tomography, X-Ray Computed methods, Contrast Media chemistry, Molecular Imaging instrumentation, Tomography, X-Ray Computed instrumentation
- Abstract
Molecular imaging is a valuable tool in drug discovery and development, early screening and diagnosis of diseases, and therapy assessment among others. Although many different imaging modalities are in use today, molecular imaging with computed tomography (CT) is still challenging owing to its low sensitivity and soft tissue contrast compared with other modalities. Recent technical advances, particularly the introduction of spectral photon-counting detectors, might allow overcoming these challenges. Herein, the fundamentals and recent advances in CT relevant to molecular imaging are reviewed and potential future preclinical and clinical applications are highlighted. The review concludes with a discussion of potential future advancements of CT for molecular imaging., 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 © 2021 Elsevier Ltd. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
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