Background
New technologies developed to improve survival outcomes for glioblastoma (GBM) continue to have limited success. Recently, image-guided dose painting (DP) radiotherapy has emerged as a promising strategy to increase local control rates. In this study, we evaluate the practical application of a multiparametric MRI model of glioma infiltration for DP radiotherapy in GBM by measuring its conformity, feasibility and expected clinical benefits against standard of care treatment.
Methods
Maps of tumour probability were generated from perfusion/diffusion MRI data from 17 GBM patients via a previously developed model of GBM infiltration. Prescriptions for DP were linearly derived from tumour probability maps and used to develop dose optimised treatment plans. Conformity of DP plans to dose prescriptions was measured via a quality factor. Feasibility of DP plans was evaluated by dose metrics to target volumes and critical brain structures. Expected clinical benefit of DP plans was assessed by tumour control probability. The DP plans were compared to standard radiotherapy plans.
Results
The conformity of the dose painting plans was >90%. Compared to the standard plans, DP a) did not affect dose delivered to organs at risk; b) increased mean and maximum dose and improved minimum dose coverage for the target volumes; c) reduced minimum dose within the radiotherapy treatment margins; d) improved local tumour control probability within the target volumes for all patients.
Conclusions
A multiparametric MRI model of GBM infiltration can enable conformal, feasible and potentially beneficial dose painting radiotherapy plans.