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Radiobiologically equivalent deformable dose mapping for re-irradiation planning: Implementation, robustness, and

Juan A García-Alvarez1, Eric Paulson1, Kristofer Kainz1

  • 1Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI 53226, United States.

Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology
|January 24, 2025
PubMed
Summary

This study introduces a new radiotherapy re-irradiation planning workflow. The bias-dose guided plans (BDGPs) improve organ at risk sparing and target coverage compared to manual plans.

Keywords:
Bias doseDeformable dose mappingDeformable dose uncertaintyDeformable image registrationEquivalent dose in 2 Gy fractionsRe-irradiation

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Area of Science:

  • Radiation Oncology
  • Medical Physics
  • Radiotherapy Planning

Background:

  • Re-irradiation in radiotherapy requires specialized tools for optimal re-treatment planning.
  • Complexities include managing fractionation size, anatomical changes, and cumulative doses.

Purpose of the Study:

  • To present a robust workflow for radiotherapy re-irradiation planning.
  • To improve organ at risk (OAR) sparing and target coverage in re-treatment scenarios.

Main Methods:

  • Developed an automated workflow using MIM® Software and Elekta® Monaco® treatment planning system.
  • Deformably mapped prior doses, converted to equivalent dose in 2 Gy fractions (EQD2), and accumulated.
  • Created MIM extensions for dose mapping uncertainty estimation and EQD2 conversion for bias optimization.

Main Results:

  • Bias-dose guided plans (BDGPs) showed a median reduction in OAR cumulative EQD2 of 240 cGy (p=0.002).
  • BDGPs enabled higher target coverage compared to manually optimized plans (MOPs) that de-escalated dose.
  • Dose mapping uncertainties led to OAR cumulative EQD2 increments of 10-730 cGy.

Conclusions:

  • Introduced an efficient re-irradiation planning workflow using commercial software.
  • Voxel-level bias dose guidance enhances OAR sparing and maximizes target dose coverage.
  • Workflow tools support informed clinical decision-making in re-irradiation.