Bortezomib-induced enzyme-targeted radiotherapy (BETR) for AIDS-related malignancies: efficacy assessment by Monte Carlo and dosimetry modeling
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KeywordsBortezomib Dose Distribution Thymidine Kinase Correct Ratio Spherical Tumor
The Epstein-Barr virus (EBV) is associated with AIDS-induced lymphomas and Kaposi's sarcoma, and in most patients with these tumors, the viral genome serves as a nearly tumor-specific target. BETR therapy proposes to use Bortezomib to induce Epstein-Barr virus (EBV)-thymidine kinase (TK) expression, which can be targeted with iodine labeled 2'-fluoro-2'-deoxy-beta-D-5-iodouracil-arabinofuranoside (FIAU). Monte Carlo is an established procedure for simulating radioactive decay and obtaining the absorbed dose distribution from a spatial configuration of radionuclide decays. We present here the Monte Carlo simulation and dosimetry modeling of spherical tumors using GEANT4 for BETR to examine the issue of efficacy relative to percentage of cells induced to express viral TK, in particular for a level of 1 percent, which is the typical percentage of virally infected tumor cells for the AIDS-induced lymphomas.
We constructed a spherical tumor model of spherical cells (15 μm diameter) in a hexagonal lattice of varying sizes (~10, 20, 50, and 150 cells per side). 131I is randomly allowed to decay according to three different models with varying degrees of 131I cell uptake: 100 percent of cells, 10 percent of cells, and 1 percent of cells containing 131I. The energy deposited in each cell is collected and the dose to each cell calculated. Validation was performed, in part, by checking the MC-derived distribution of decaying 131I within the cells, and the spatial distribution of cells.
The model can be scaled to the tumor size by maintaining the correct ratio of decaying particles to cells and by increasing the amount of deposited energy per decay. The scaling factor comes from simple spherical modeling results, and reflects the fact that the ionizing particles have more distance to deposit energy as the tumor size increases. Also due to the large energy deposition range of 131I (~1 mm) compared to the cell size, we observe little difference in the dose distribution per cell between the different percentages of active cells.
The analysis suggests that potential therapeutic efficacy, as measured by the mean absorbed dose and spatial dose distribution in the tumor will be independent of the fraction of cells in the tumor that express viral TK and concentrate 131I-FIAU. The development of a kinetic model is the next step in this effort to assist in assessing the feasibility of porting Bortezomib-induced viral TK uptake of 131I-FIAU to clinical trials. The kinetic model features multi-step kinetics including Bortezomib uptake, TK expression and [131I]FIAU absorption and retention.
This article is published under license to BioMed Central Ltd.