Pre-treatment generation of ‘per-fraction’ plans to improve on the conventional ‘one-plan’ approach
MO-0639
Abstract
Pre-treatment generation of ‘per-fraction’ plans to improve on the conventional ‘one-plan’ approach
Authors: Linda Rossi1, Sebastiaan Breedveld1, Ben Heijmen1
1Erasmus MC, Radiation Oncology, Rotterdam, The Netherlands
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Purpose or Objective
In conventional EBRT a single treatment plan is generated pre-treatment,
and delivered in each fraction. With this approach, dose spikes entering healthy
tissues are in all fractions positioned in (approximately) the same locations. Therefore,
planned doses in these spikes have to be kept low, possibly limiting reduction
of doses in radiosensitive OARs. In this study, we propose and evaluate a novel
SBRT approach, using automated planning to generate for each fraction a
different treatment plan to reduce accumulated OAR doses (‘per-fraction planning’,
PF planning). PF plans are all generated prior to treatment in a sequential
procedure that always takes into account dose in already generated plans.
Material and Methods
Planning
CT-scans of ten prostate SBRT patients, previously treated with 4x9.5 Gy, were
included. An in-house application for fully automated, non-coplanar treatment
planning with integrated beam angle optimization (BAO) was used to compare PF
planning with the conventional one-plan approach. For conventional planning, a 12-beam
non-coplanar IMRT plan with individualized beam angles was generated for each
patient. Different 12-beam configurations could be automatically selected for the
4 PF plans. PF plans were sequentially generated by adding dose to already
generated PF plan(s), such that accumulated doses fulfilled all soft and hard
planning constraints for PTV, OARs and other normal tissues. Moreover, each PF
plan separately also obeyed all (hard constraints)/N, with N the number of
fractions, while some violations of normal tissue soft constraints were allowed
in individual PF plans.
Results
In PF
planning, the optimizer always selected different beam setups for the 4
fractions, resulting in different patterns of dose spikes ‘leaking’ from the
PTV into healthy tissues, with low spike doses in accumulated plans (Fig.1,
right panels), similar to conventional planning (Fig. 1, left panel). PTV doses
in PF planning were acceptable and highly similar to those in conventional treatment,
while fulfilling all OAR and PTV hard constraints. PF accumulated plans showed improved
OAR sparing compared to conventional, especially for bladder and also for
rectum (Fig. 1 and Fig.2); reductions in bladder Dmean of 24.5% (range: 13.5-35.3)
and in rectum Dmean of 6.3% (range: -7.2-18.5). Patient whole body (normal
tissue) dose was similar (Fig.2).
Conclusion
The
proposed per-fraction planning with different, dosimetrically matched plans for
the four SBRT fractions, resulted in reduced bladder and rectum doses compared
to the conventional one-plan approach, for similar PTV and whole body patient
doses. Extension of the methodology to on-line adaptive re-planning based on
daily acquired CT- or MR-scans is feasible and a topic for further research.
Figure 1: Dose distributions for one example patient for conventional planning and per-fraction planning (PF).
Figure 2: Population average DVHs of the total plans.