An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization

Radioembolization (RE) with glass microspheres (MS) loaded with Yttrium-90 (<sup>90</sup>Y) has been used to treat tumors in the liver with some reported success. However, assessing absorbed doses (AD) in the planning tumor volume (PTV) and normal liver volume (NLV) is a key problem to a...

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Published in:Applied Sciences
Main Authors: Paulo Ferreira, Francisco P. M. Oliveira, Rui Parafita, Paulo L. Correia, Pedro S. Girão, Durval C. Costa
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/22/11669
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author Paulo Ferreira
Francisco P. M. Oliveira
Rui Parafita
Paulo L. Correia
Pedro S. Girão
Durval C. Costa
author_facet Paulo Ferreira
Francisco P. M. Oliveira
Rui Parafita
Paulo L. Correia
Pedro S. Girão
Durval C. Costa
author_sort Paulo Ferreira
collection DOAJ
container_title Applied Sciences
description Radioembolization (RE) with glass microspheres (MS) loaded with Yttrium-90 (<sup>90</sup>Y) has been used to treat tumors in the liver with some reported success. However, assessing absorbed doses (AD) in the planning tumor volume (PTV) and normal liver volume (NLV) is a key problem to address in RE. In clinical practice, the computation of <sup>90</sup>Y activity to be administered follows the manufacturer’s recommendations, which do not consider the specific characteristics of MS deposition in each patient’s liver. Our main aim is to develop a methodology to estimate the optimal activity for each patient treatment. It uses the absorbed dose distribution (ADD) derived from the Technetium-99m (<sup>99m</sup>Tc)-labeled macroaggregated albumin (MAA) obtained from pre-treatment planning single-photon emission computed tomography (SPECT) images. Post-treatment positron emission tomography (PET) images of the <sup>90</sup>Y-MS distribution were used to estimate the ADD for treatment verification. Sixteen RE treatments were retrospectively selected. The agreement between the estimated mean AD based on the planning imaging and real post-treatment mean AD was good in PTV with an intraclass correlation coefficient (ICC) of 0.79 and excellent in NLV (ICC = 0.97). The optimization of <sup>90</sup>Y activity using pre-defined clinical AD thresholds (<70 Gy in NLV and >80 Gy in PTV) imposed on the PTV and NLV voxels showed remarkably high agreement (ICC = 0.96, <i>p</i> < 0.001) in eleven out of the sixteen RE treatments between SPECT-MAA-based and PET-MS-based optimal activity estimates. In conclusion, under well-controlled conditions, pre-treatment SPECT-MAA imaging predicts well the treatment of ADD. In addition, SPECT-MAA imaging can be used to optimize the <sup>90</sup>Y-MS activity to be administered to the liver.
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spelling doaj-art-71e301854b4e4e1eac083d540dc69c432025-08-19T22:27:27ZengMDPI AGApplied Sciences2076-34172022-11-0112221166910.3390/app122211669An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver RadioembolizationPaulo Ferreira0Francisco P. M. Oliveira1Rui Parafita2Paulo L. Correia3Pedro S. Girão4Durval C. Costa5Champalimaud Foundation, 1400-038 Lisbon, PortugalChampalimaud Foundation, 1400-038 Lisbon, PortugalChampalimaud Foundation, 1400-038 Lisbon, PortugalInstituto de Telecomunicações, Instituto Superior Técnico-Universidade de Lisboa, 1049-001 Lisbon, PortugalInstituto de Telecomunicações, Instituto Superior Técnico-Universidade de Lisboa, 1049-001 Lisbon, PortugalChampalimaud Foundation, 1400-038 Lisbon, PortugalRadioembolization (RE) with glass microspheres (MS) loaded with Yttrium-90 (<sup>90</sup>Y) has been used to treat tumors in the liver with some reported success. However, assessing absorbed doses (AD) in the planning tumor volume (PTV) and normal liver volume (NLV) is a key problem to address in RE. In clinical practice, the computation of <sup>90</sup>Y activity to be administered follows the manufacturer’s recommendations, which do not consider the specific characteristics of MS deposition in each patient’s liver. Our main aim is to develop a methodology to estimate the optimal activity for each patient treatment. It uses the absorbed dose distribution (ADD) derived from the Technetium-99m (<sup>99m</sup>Tc)-labeled macroaggregated albumin (MAA) obtained from pre-treatment planning single-photon emission computed tomography (SPECT) images. Post-treatment positron emission tomography (PET) images of the <sup>90</sup>Y-MS distribution were used to estimate the ADD for treatment verification. Sixteen RE treatments were retrospectively selected. The agreement between the estimated mean AD based on the planning imaging and real post-treatment mean AD was good in PTV with an intraclass correlation coefficient (ICC) of 0.79 and excellent in NLV (ICC = 0.97). The optimization of <sup>90</sup>Y activity using pre-defined clinical AD thresholds (<70 Gy in NLV and >80 Gy in PTV) imposed on the PTV and NLV voxels showed remarkably high agreement (ICC = 0.96, <i>p</i> < 0.001) in eleven out of the sixteen RE treatments between SPECT-MAA-based and PET-MS-based optimal activity estimates. In conclusion, under well-controlled conditions, pre-treatment SPECT-MAA imaging predicts well the treatment of ADD. In addition, SPECT-MAA imaging can be used to optimize the <sup>90</sup>Y-MS activity to be administered to the liver.https://www.mdpi.com/2076-3417/12/22/11669radioembolizationglass microspheresYttrium-90Technetium-99mmacroaggregated albuminvoxelized absorbed dose distribution
spellingShingle Paulo Ferreira
Francisco P. M. Oliveira
Rui Parafita
Paulo L. Correia
Pedro S. Girão
Durval C. Costa
An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
radioembolization
glass microspheres
Yttrium-90
Technetium-99m
macroaggregated albumin
voxelized absorbed dose distribution
title An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
title_full An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
title_fullStr An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
title_full_unstemmed An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
title_short An Optimized Methodology for Patient-Specific Therapeutic Activity Administration in Liver Radioembolization
title_sort optimized methodology for patient specific therapeutic activity administration in liver radioembolization
topic radioembolization
glass microspheres
Yttrium-90
Technetium-99m
macroaggregated albumin
voxelized absorbed dose distribution
url https://www.mdpi.com/2076-3417/12/22/11669
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