Mechanistic modelling of Radium-223 treatment of bone metastases

Hugo M R Moreira, Francisco D C Guerra Liberal, Joe M O'Sullivan, Stephen J McMahon, Kevin M Prise

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Abstract

INTRODUCTION: Despite the effectiveness of 223RaCl2 for treating patients with symptomatic bone metastatic disease, its mechanisms of action are still unclear. Even established dosimetric approaches differ considerably in their conclusions. In silico tumour models bring a new perspective to this as they can quantitatively simulate the interaction of α-particles with the target(s). Here, we investigated three different mathematical models of tumour growth that take into account the radiation effect of Radium-223 treatments and compare the results to clinical data.

METHODS: The well-established Gompertz growth model was applied to simulate metastatic tumour burden. Based on published measurements of Radium-223 uptake, we have incorporated the radiation effect of α-particles into the model and investigated three radium distribution scenarios - uniform exposure, exposure of only an outer layer, and exposure of a constant volume of the tumour. For each scenario, the times for various tumour stages to progress to the first symptomatic skeletal event were calculated.

RESULTS: Uniform and outer-layer exposure scenarios showed very poor agreement with the Kaplan-Meier patient curves from clinical data. However, the constant volume effect predicted very similar outcomes to the observed clinical results, suggesting, depending on dose-rate, that relatively small fractions of the cell population see damage from Radium-223.

CONCLUSIONS: The commonly-used assumption of uniform Radium-223 distribution does not accurately reflect clinical responses. The suggestion that only a sub-population of the tumour might be affected by Radium-223 shows that there is a pressing need to further study the tumour and drug kinetics in order to schedule more effective treatments in the future.

Original languageEnglish
JournalInternational journal of radiation oncology, biology, physics
Early online date14 Dec 2018
DOIs
Publication statusEarly online date - 14 Dec 2018

Bibliographical note

Copyright © 2018. Published by Elsevier Inc.

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