Optimization of intensity-modulated radiotherapy plans based on the equivalent uniform dose

被引:333
作者
Wu, QW
Mohan, R
Niemierko, A
Schmidt-Ullrich, R
机构
[1] Virginia Commonwealth Univ, Med Coll Virginia, Dept Radiat Oncol, Richmond, VA 23298 USA
[2] McGuire Vet Affairs Hosp, Richmond, VA USA
[3] Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
[4] Harvard Univ, Boston, MA 02115 USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2002年 / 52卷 / 01期
关键词
intensity-modulated radiotherapy; IMRT; optimization; biologic models; equivalent uniform dose;
D O I
10.1016/S0360-3016(01)02585-8
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: The equivalent uniform dose (EUD) for tumors is defined as the biologically equivalent dose that, if given uniformly, will lead to the same cell kill in the tumor volume as the actual nonuniform dose distribution. Recently, a new formulation of EUD was introduced that applies to normal tissues as well. EUD can be a useful end point in evaluating treatment plans with nonuniform dose distributions for three-dimensional conformal radiotherapy and intensity-modulated radiotherapy. In this study, we introduce an objective function based on the EUD and investigate the feasibility and usefulness of using it for intensity-modulated radiotherapy optimization. Methods and Materials: We applied the EUD-based optimization to obtain intensity-modulated radiotherapy plans for prostate and head-and-neck cancer patients and compared them with the corresponding plans optimized with dose-volume-based criteria. Results: We found that, for the same or better target coverage, EUD-based optimization is capable of improving the sparing of critical structures beyond the specified requirements. We also found that, in the absence of constraints on the maximal target dose, the target dose distributions are more inhomogeneous, with significant hot spots within the target volume. This is an obvious consequence of unrestricted maximization target cell kill and, although this may be considered beneficial for some cases, it is generally not desirable. To minimize the magnitude of hot spots, we applied dose inhomogeneity constraints to the target by treating it as a "virtual" normal structure as well. This led to much-improved target dose homogeneity, with a small, but expected, degradation in normal structure sparing. We also found that, in principle, the dose-volume objective function may be able to arrive at similar optimum dose distributions by using multiple dose-volume constraints for each anatomic structure and with considerably greater trial-and-error to adjust a large number of objective function parameters. Conclusion: The general inference drawn from our investigation is that the EUD-based objective function has the advantages that it needs only a small number of parameters and allows exploration of a much larger universe of solutions, making it easier for the optimization system to balance competing requirements in search of a better solution. (C) 2002 Elsevier Science Inc.
引用
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页码:224 / 235
页数:12
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