Cargando…

Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model

PURPOSE: This work was to establish an uncomplicated tumor control probability (UTCP) model using hepatocellular carcinoma (HCC) stereotactic body radiation therapy (SBRT) clinical data in our institution. The model was then used to analyze the current dose prescription method and to seek the opport...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheung, Michael L.M., Kan, Monica W.K., Yeung, Vanessa T.Y., Poon, Darren M.C., Kam, Michael K.M., Lee, Louis K.Y., Chan, Anthony T.C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321929/
https://www.ncbi.nlm.nih.gov/pubmed/34355107
http://dx.doi.org/10.1016/j.adro.2021.100739
_version_ 1783730940893200384
author Cheung, Michael L.M.
Kan, Monica W.K.
Yeung, Vanessa T.Y.
Poon, Darren M.C.
Kam, Michael K.M.
Lee, Louis K.Y.
Chan, Anthony T.C.
author_facet Cheung, Michael L.M.
Kan, Monica W.K.
Yeung, Vanessa T.Y.
Poon, Darren M.C.
Kam, Michael K.M.
Lee, Louis K.Y.
Chan, Anthony T.C.
author_sort Cheung, Michael L.M.
collection PubMed
description PURPOSE: This work was to establish an uncomplicated tumor control probability (UTCP) model using hepatocellular carcinoma (HCC) stereotactic body radiation therapy (SBRT) clinical data in our institution. The model was then used to analyze the current dose prescription method and to seek the opportunity for improvement. METHODS AND MATERIALS: A tumor control probability (TCP) model was generated based on local clinical data using the maximum likelihood method. A UTCP model was then formed by combining the established TCP model with the normal tissue complication probability model based on the study by Dawson et al. The authors investigated the dependence of maximum achievable UTCP on planning target volume equivalent uniform dose (EUD) at various ratio between planning target volume EUD and normal liver EUD (T/N EUD ratios). A new term uncomplicated tumor control efficiency (UTCE) was also introduced to analyze the outcome. A UTCE value of 1 implied that the theoretical maximum UTCP for the corresponding T/N EUD ratio was achieved. RESULTS: The UTCE of the HCC SBRT patients based on the current dose prescription method was found to be 0.93 ± 0.05. It was found that the UTCE could be increased to 0.99 ± 0.03 by using a new dose prescription scheme, for which the UTCP could be maximized while keeping the normal tissue complication probability value smaller than 5%. CONCLUSIONS: The dose prescription method of the current HCC SBRT in our institution was analyzed using a UTCP model established based on local clinical data. It was shown that there could be a potential to increase the prescription dose of HCC SBRT. A new dose prescription scheme was proposed to achieve better UTCP. Additional clinical trials would be required to validate the proposed dose prescription scheme in the future.
format Online
Article
Text
id pubmed-8321929
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-83219292021-08-04 Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model Cheung, Michael L.M. Kan, Monica W.K. Yeung, Vanessa T.Y. Poon, Darren M.C. Kam, Michael K.M. Lee, Louis K.Y. Chan, Anthony T.C. Adv Radiat Oncol Scientific Article PURPOSE: This work was to establish an uncomplicated tumor control probability (UTCP) model using hepatocellular carcinoma (HCC) stereotactic body radiation therapy (SBRT) clinical data in our institution. The model was then used to analyze the current dose prescription method and to seek the opportunity for improvement. METHODS AND MATERIALS: A tumor control probability (TCP) model was generated based on local clinical data using the maximum likelihood method. A UTCP model was then formed by combining the established TCP model with the normal tissue complication probability model based on the study by Dawson et al. The authors investigated the dependence of maximum achievable UTCP on planning target volume equivalent uniform dose (EUD) at various ratio between planning target volume EUD and normal liver EUD (T/N EUD ratios). A new term uncomplicated tumor control efficiency (UTCE) was also introduced to analyze the outcome. A UTCE value of 1 implied that the theoretical maximum UTCP for the corresponding T/N EUD ratio was achieved. RESULTS: The UTCE of the HCC SBRT patients based on the current dose prescription method was found to be 0.93 ± 0.05. It was found that the UTCE could be increased to 0.99 ± 0.03 by using a new dose prescription scheme, for which the UTCP could be maximized while keeping the normal tissue complication probability value smaller than 5%. CONCLUSIONS: The dose prescription method of the current HCC SBRT in our institution was analyzed using a UTCP model established based on local clinical data. It was shown that there could be a potential to increase the prescription dose of HCC SBRT. A new dose prescription scheme was proposed to achieve better UTCP. Additional clinical trials would be required to validate the proposed dose prescription scheme in the future. Elsevier 2021-06-12 /pmc/articles/PMC8321929/ /pubmed/34355107 http://dx.doi.org/10.1016/j.adro.2021.100739 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Scientific Article
Cheung, Michael L.M.
Kan, Monica W.K.
Yeung, Vanessa T.Y.
Poon, Darren M.C.
Kam, Michael K.M.
Lee, Louis K.Y.
Chan, Anthony T.C.
Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title_full Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title_fullStr Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title_full_unstemmed Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title_short Analysis of Hepatocellular Carcinoma Stereotactic Body Radiation Therapy Dose Prescription Method Using Uncomplicated Tumor Control Probability Model
title_sort analysis of hepatocellular carcinoma stereotactic body radiation therapy dose prescription method using uncomplicated tumor control probability model
topic Scientific Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321929/
https://www.ncbi.nlm.nih.gov/pubmed/34355107
http://dx.doi.org/10.1016/j.adro.2021.100739
work_keys_str_mv AT cheungmichaellm analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT kanmonicawk analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT yeungvanessaty analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT poondarrenmc analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT kammichaelkm analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT leelouisky analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel
AT chananthonytc analysisofhepatocellularcarcinomastereotacticbodyradiationtherapydoseprescriptionmethodusinguncomplicatedtumorcontrolprobabilitymodel