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Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials

PURPOSE: To assess the applicability of the Fluorine-18 performance specifications defined by EANM Research Ltd (EARL), in Gallium-68 multi-centre PET-CT trials using conventional (ordered subset expectation maximisation, OSEM) and advanced iterative reconstructions which include the systems’ point...

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Autores principales: Krokos, Georgios, Pike, Lucy C., Cook, Gary J. R., Marsden, Paul K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286213/
https://www.ncbi.nlm.nih.gov/pubmed/34273020
http://dx.doi.org/10.1186/s40658-021-00400-8
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author Krokos, Georgios
Pike, Lucy C.
Cook, Gary J. R.
Marsden, Paul K.
author_facet Krokos, Georgios
Pike, Lucy C.
Cook, Gary J. R.
Marsden, Paul K.
author_sort Krokos, Georgios
collection PubMed
description PURPOSE: To assess the applicability of the Fluorine-18 performance specifications defined by EANM Research Ltd (EARL), in Gallium-68 multi-centre PET-CT trials using conventional (ordered subset expectation maximisation, OSEM) and advanced iterative reconstructions which include the systems’ point spread function (PSF) and a Bayesian penalised likelihood algorithm (BPL) commercially known as Q.CLEAR. The possibility of standardising the two advanced reconstruction methods was examined. METHODS: The NEMA image quality phantom was filled with Gallium-68 and scanned on a GE PET-CT system. PSF and BPL with varying post-reconstruction Gaussian filter width (2–6.4 mm) and penalisation factor (200–1200), respectively, were applied. The average peak-to-valley ratio from six profiles across each sphere was estimated to inspect any edge artefacts. Image noise was assessed using background variability and image roughness. Six GE and Siemens PET-CT scanners provided Gallium-68 images of the NEMA phantom using both conventional and advanced reconstructions from which the maximum, mean and peak recoveries were drawn. Fourteen patients underwent (68)Ga-PSMA PET-CT imaging. BPL (200-1200) reconstructions of the data were compared against PSF smoothed with a 6.4-mm Gaussian filter. RESULTS: A Gaussian filter width of approximately 6 mm for PSF and a penalisation factor of 800 for BPL were needed to suppress the edge artefacts. In addition, those reconstructions provided the closest agreement between the two advanced iterative reconstructions and low noise levels with the background variability and the image roughness being lower than 7.5% and 11.5%, respectively. The recoveries for all methods generally performed at the lower limits of the EARL specifications, especially for the 13- and 10-mm spheres for which up to 27% (conventional) and 41% (advanced reconstructions) lower limits are suggested. The lesion standardised uptake values from the clinical data were significantly different between BPL and PSF smoothed with a Gaussian filter of 6.4 mm wide for all penalisation factors except for 800 and 1000. CONCLUSION: It is possible to standardise the advanced reconstruction methods with the reconstruction parameters being also sufficient for minimising the edge artefacts and noise in the images. For both conventional and advanced reconstructions, Gallium-68 specific recovery coefficient limits were required, especially for the smallest phantom spheres. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40658-021-00400-8.
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spelling pubmed-82862132021-07-20 Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials Krokos, Georgios Pike, Lucy C. Cook, Gary J. R. Marsden, Paul K. EJNMMI Phys Original Research PURPOSE: To assess the applicability of the Fluorine-18 performance specifications defined by EANM Research Ltd (EARL), in Gallium-68 multi-centre PET-CT trials using conventional (ordered subset expectation maximisation, OSEM) and advanced iterative reconstructions which include the systems’ point spread function (PSF) and a Bayesian penalised likelihood algorithm (BPL) commercially known as Q.CLEAR. The possibility of standardising the two advanced reconstruction methods was examined. METHODS: The NEMA image quality phantom was filled with Gallium-68 and scanned on a GE PET-CT system. PSF and BPL with varying post-reconstruction Gaussian filter width (2–6.4 mm) and penalisation factor (200–1200), respectively, were applied. The average peak-to-valley ratio from six profiles across each sphere was estimated to inspect any edge artefacts. Image noise was assessed using background variability and image roughness. Six GE and Siemens PET-CT scanners provided Gallium-68 images of the NEMA phantom using both conventional and advanced reconstructions from which the maximum, mean and peak recoveries were drawn. Fourteen patients underwent (68)Ga-PSMA PET-CT imaging. BPL (200-1200) reconstructions of the data were compared against PSF smoothed with a 6.4-mm Gaussian filter. RESULTS: A Gaussian filter width of approximately 6 mm for PSF and a penalisation factor of 800 for BPL were needed to suppress the edge artefacts. In addition, those reconstructions provided the closest agreement between the two advanced iterative reconstructions and low noise levels with the background variability and the image roughness being lower than 7.5% and 11.5%, respectively. The recoveries for all methods generally performed at the lower limits of the EARL specifications, especially for the 13- and 10-mm spheres for which up to 27% (conventional) and 41% (advanced reconstructions) lower limits are suggested. The lesion standardised uptake values from the clinical data were significantly different between BPL and PSF smoothed with a Gaussian filter of 6.4 mm wide for all penalisation factors except for 800 and 1000. CONCLUSION: It is possible to standardise the advanced reconstruction methods with the reconstruction parameters being also sufficient for minimising the edge artefacts and noise in the images. For both conventional and advanced reconstructions, Gallium-68 specific recovery coefficient limits were required, especially for the smallest phantom spheres. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40658-021-00400-8. Springer International Publishing 2021-07-17 /pmc/articles/PMC8286213/ /pubmed/34273020 http://dx.doi.org/10.1186/s40658-021-00400-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Original Research
Krokos, Georgios
Pike, Lucy C.
Cook, Gary J. R.
Marsden, Paul K.
Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title_full Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title_fullStr Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title_full_unstemmed Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title_short Standardisation of conventional and advanced iterative reconstruction methods for Gallium-68 multi-centre PET-CT trials
title_sort standardisation of conventional and advanced iterative reconstruction methods for gallium-68 multi-centre pet-ct trials
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286213/
https://www.ncbi.nlm.nih.gov/pubmed/34273020
http://dx.doi.org/10.1186/s40658-021-00400-8
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