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Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT
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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8452544/ https://www.ncbi.nlm.nih.gov/pubmed/33768288 http://dx.doi.org/10.1007/s00330-021-07852-7 |
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author | Liberini, Virginia Messerli, Michael Husmann, Lars Kudura, Ken Grünig, Hannes Maurer, Alexander Skawran, Stephan Orita, Erika Pizzuto, Daniele A. Deandreis, Désirée Dummer, Reinhard Mangana, Joanna Mihic-Probst, Daniela Rupp, Niels Huellner, Martin W. |
author_facet | Liberini, Virginia Messerli, Michael Husmann, Lars Kudura, Ken Grünig, Hannes Maurer, Alexander Skawran, Stephan Orita, Erika Pizzuto, Daniele A. Deandreis, Désirée Dummer, Reinhard Mangana, Joanna Mihic-Probst, Daniela Rupp, Niels Huellner, Martin W. |
author_sort | Liberini, Virginia |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-021-07852-7. |
format | Online Article Text |
id | pubmed-8452544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-84525442021-10-05 Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT Liberini, Virginia Messerli, Michael Husmann, Lars Kudura, Ken Grünig, Hannes Maurer, Alexander Skawran, Stephan Orita, Erika Pizzuto, Daniele A. Deandreis, Désirée Dummer, Reinhard Mangana, Joanna Mihic-Probst, Daniela Rupp, Niels Huellner, Martin W. Eur Radiol Nuclear Medicine 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-021-07852-7. Springer Berlin Heidelberg 2021-03-25 2021 /pmc/articles/PMC8452544/ /pubmed/33768288 http://dx.doi.org/10.1007/s00330-021-07852-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Nuclear Medicine Liberini, Virginia Messerli, Michael Husmann, Lars Kudura, Ken Grünig, Hannes Maurer, Alexander Skawran, Stephan Orita, Erika Pizzuto, Daniele A. Deandreis, Désirée Dummer, Reinhard Mangana, Joanna Mihic-Probst, Daniela Rupp, Niels Huellner, Martin W. Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title | Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title_full | Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title_fullStr | Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title_full_unstemmed | Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title_short | Improved detection of in-transit metastases of malignant melanoma with BSREM reconstruction in digital [(18)F]FDG PET/CT |
title_sort | improved detection of in-transit metastases of malignant melanoma with bsrem reconstruction in digital [(18)f]fdg pet/ct |
topic | Nuclear Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8452544/ https://www.ncbi.nlm.nih.gov/pubmed/33768288 http://dx.doi.org/10.1007/s00330-021-07852-7 |
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