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Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor

Recent introduction of alpha-emitting radionuclides in targeted radionuclide therapy has stimulated the development of new radiopharmaceuticals. Preclinical evaluation using an animal experiment with an implanted tumor model is frequently used to examine the efficiency of the treatment method and to...

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Autores principales: Yonekura, Yoshiharu, Toki, Hiroshi, Watabe, Tadashi, Kaneda-Nakashima, Kazuko, Shirakami, Yoshifumi, Ooe, Kazuhiro, Toyoshima, Atsushi, Nakajima, Hiroo, Tomiyama, Noriyuki, Bando, Masako
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788218/
https://www.ncbi.nlm.nih.gov/pubmed/36555608
http://dx.doi.org/10.3390/ijms232415966
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author Yonekura, Yoshiharu
Toki, Hiroshi
Watabe, Tadashi
Kaneda-Nakashima, Kazuko
Shirakami, Yoshifumi
Ooe, Kazuhiro
Toyoshima, Atsushi
Nakajima, Hiroo
Tomiyama, Noriyuki
Bando, Masako
author_facet Yonekura, Yoshiharu
Toki, Hiroshi
Watabe, Tadashi
Kaneda-Nakashima, Kazuko
Shirakami, Yoshifumi
Ooe, Kazuhiro
Toyoshima, Atsushi
Nakajima, Hiroo
Tomiyama, Noriyuki
Bando, Masako
author_sort Yonekura, Yoshiharu
collection PubMed
description Recent introduction of alpha-emitting radionuclides in targeted radionuclide therapy has stimulated the development of new radiopharmaceuticals. Preclinical evaluation using an animal experiment with an implanted tumor model is frequently used to examine the efficiency of the treatment method and to predict the treatment response before clinical trials. Here, we propose a mathematical model for evaluation of the tumor response in an implanted tumor model and apply it to the data obtained from the previous experiment of (211)At treatment in a thyroid cancer mouse model. The proposed model is based on the set of differential equations, describing the kinetics of radiopharmaceuticals, the tumor growth, and the treatment response. First, the tumor growth rate was estimated from the control data without injection of (211)At. The kinetic behavior of the injected radionuclide was used to estimate the radiation dose profile to the target tumor, which can suppress the tumor growth in a dose-dependent manner. An additional two factors, including the time delay for the reduction of tumor volume and the impaired recovery of tumor regrowth after the treatment, were needed to simulate the temporal changes of tumor size after treatment. Finally, the parameters obtained from the simulated tumor growth curve were able to predict the tumor response in other experimental settings. The model can provide valuable information for planning the administration dose of radiopharmaceuticals in clinical trials, especially to determine the starting dose at which efficacy can be expected with a sufficient safety margin.
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spelling pubmed-97882182022-12-24 Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor Yonekura, Yoshiharu Toki, Hiroshi Watabe, Tadashi Kaneda-Nakashima, Kazuko Shirakami, Yoshifumi Ooe, Kazuhiro Toyoshima, Atsushi Nakajima, Hiroo Tomiyama, Noriyuki Bando, Masako Int J Mol Sci Article Recent introduction of alpha-emitting radionuclides in targeted radionuclide therapy has stimulated the development of new radiopharmaceuticals. Preclinical evaluation using an animal experiment with an implanted tumor model is frequently used to examine the efficiency of the treatment method and to predict the treatment response before clinical trials. Here, we propose a mathematical model for evaluation of the tumor response in an implanted tumor model and apply it to the data obtained from the previous experiment of (211)At treatment in a thyroid cancer mouse model. The proposed model is based on the set of differential equations, describing the kinetics of radiopharmaceuticals, the tumor growth, and the treatment response. First, the tumor growth rate was estimated from the control data without injection of (211)At. The kinetic behavior of the injected radionuclide was used to estimate the radiation dose profile to the target tumor, which can suppress the tumor growth in a dose-dependent manner. An additional two factors, including the time delay for the reduction of tumor volume and the impaired recovery of tumor regrowth after the treatment, were needed to simulate the temporal changes of tumor size after treatment. Finally, the parameters obtained from the simulated tumor growth curve were able to predict the tumor response in other experimental settings. The model can provide valuable information for planning the administration dose of radiopharmaceuticals in clinical trials, especially to determine the starting dose at which efficacy can be expected with a sufficient safety margin. MDPI 2022-12-15 /pmc/articles/PMC9788218/ /pubmed/36555608 http://dx.doi.org/10.3390/ijms232415966 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yonekura, Yoshiharu
Toki, Hiroshi
Watabe, Tadashi
Kaneda-Nakashima, Kazuko
Shirakami, Yoshifumi
Ooe, Kazuhiro
Toyoshima, Atsushi
Nakajima, Hiroo
Tomiyama, Noriyuki
Bando, Masako
Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title_full Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title_fullStr Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title_full_unstemmed Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title_short Mathematical Model for Evaluation of Tumor Response in Targeted Radionuclide Therapy with (211)At Using Implanted Mouse Tumor
title_sort mathematical model for evaluation of tumor response in targeted radionuclide therapy with (211)at using implanted mouse tumor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788218/
https://www.ncbi.nlm.nih.gov/pubmed/36555608
http://dx.doi.org/10.3390/ijms232415966
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