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Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy

We proposed a new mathematical model that combines an ordinary differential equation (ODE) and microdosimetric kinetic model (MKM) to predict the tumor-cell lethal effect of Stereotactic body radiation therapy (SBRT) applied to non-small cell lung cancer (NSCLC). The tumor growth volume was calculat...

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Autores principales: Nakano, Hisashi, Shiinoki, Takehiro, Tanabe, Satoshi, Utsunomiya, Satoru, Takizawa, Takeshi, Kaidu, Motoki, Nishio, Teiji, Ishikawa, Hiroyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326039/
https://www.ncbi.nlm.nih.gov/pubmed/37414844
http://dx.doi.org/10.1038/s41598-023-38232-4
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author Nakano, Hisashi
Shiinoki, Takehiro
Tanabe, Satoshi
Utsunomiya, Satoru
Takizawa, Takeshi
Kaidu, Motoki
Nishio, Teiji
Ishikawa, Hiroyuki
author_facet Nakano, Hisashi
Shiinoki, Takehiro
Tanabe, Satoshi
Utsunomiya, Satoru
Takizawa, Takeshi
Kaidu, Motoki
Nishio, Teiji
Ishikawa, Hiroyuki
author_sort Nakano, Hisashi
collection PubMed
description We proposed a new mathematical model that combines an ordinary differential equation (ODE) and microdosimetric kinetic model (MKM) to predict the tumor-cell lethal effect of Stereotactic body radiation therapy (SBRT) applied to non-small cell lung cancer (NSCLC). The tumor growth volume was calculated by the ODE in the multi-component mathematical model (MCM) for the cell lines NSCLC A549 and NCI-H460 (H460). The prescription doses 48 Gy/4 fr and 54 Gy/3 fr were used in the SBRT, and the effect of the SBRT on tumor cells was evaluated by the MKM. We also evaluated the effects of (1) linear quadratic model (LQM) and the MKM, (2) varying the ratio of active and quiescent tumors for the total tumor volume, and (3) the length of the dose-delivery time per fractionated dose (t(inter)) on the initial tumor volume. We used the ratio of the tumor volume at 1 day after the end of irradiation to the tumor volume before irradiation to define the radiation effectiveness value (REV). The combination of MKM and MCM significantly reduced REV at 48 Gy/4 fr compared to the combination of LQM and MCM. The ratio of active tumors and the prolonging of t(inter) affected the decrease in the REV for A549 and H460 cells. We evaluated the tumor volume considering a large fractionated dose and the dose-delivery time by combining the MKM with a mathematical model of tumor growth using an ODE in lung SBRT for NSCLC A549 and H460 cells.
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spelling pubmed-103260392023-07-08 Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy Nakano, Hisashi Shiinoki, Takehiro Tanabe, Satoshi Utsunomiya, Satoru Takizawa, Takeshi Kaidu, Motoki Nishio, Teiji Ishikawa, Hiroyuki Sci Rep Article We proposed a new mathematical model that combines an ordinary differential equation (ODE) and microdosimetric kinetic model (MKM) to predict the tumor-cell lethal effect of Stereotactic body radiation therapy (SBRT) applied to non-small cell lung cancer (NSCLC). The tumor growth volume was calculated by the ODE in the multi-component mathematical model (MCM) for the cell lines NSCLC A549 and NCI-H460 (H460). The prescription doses 48 Gy/4 fr and 54 Gy/3 fr were used in the SBRT, and the effect of the SBRT on tumor cells was evaluated by the MKM. We also evaluated the effects of (1) linear quadratic model (LQM) and the MKM, (2) varying the ratio of active and quiescent tumors for the total tumor volume, and (3) the length of the dose-delivery time per fractionated dose (t(inter)) on the initial tumor volume. We used the ratio of the tumor volume at 1 day after the end of irradiation to the tumor volume before irradiation to define the radiation effectiveness value (REV). The combination of MKM and MCM significantly reduced REV at 48 Gy/4 fr compared to the combination of LQM and MCM. The ratio of active tumors and the prolonging of t(inter) affected the decrease in the REV for A549 and H460 cells. We evaluated the tumor volume considering a large fractionated dose and the dose-delivery time by combining the MKM with a mathematical model of tumor growth using an ODE in lung SBRT for NSCLC A549 and H460 cells. Nature Publishing Group UK 2023-07-06 /pmc/articles/PMC10326039/ /pubmed/37414844 http://dx.doi.org/10.1038/s41598-023-38232-4 Text en © The Author(s) 2023 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 Article
Nakano, Hisashi
Shiinoki, Takehiro
Tanabe, Satoshi
Utsunomiya, Satoru
Takizawa, Takeshi
Kaidu, Motoki
Nishio, Teiji
Ishikawa, Hiroyuki
Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title_full Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title_fullStr Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title_full_unstemmed Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title_short Mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
title_sort mathematical model combined with microdosimetric kinetic model for tumor volume calculation in stereotactic body radiation therapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326039/
https://www.ncbi.nlm.nih.gov/pubmed/37414844
http://dx.doi.org/10.1038/s41598-023-38232-4
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