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Biologically optimized helium ion plans: calculation approach and its in vitro validation.
1Medical Physics Unit, CNAO Foundation, Via Strada Campeggi 53, I-27100 Pavia, Italy. Heidelberg Ion Beam Therapy Center, Im Neuenheimer Feld 450, D-69120 Heidelberg, Germany.
This study introduces a novel Monte Carlo treatment planning approach integrating data-driven biological models for helium ion radiotherapy. The method accurately predicts cell survival and RBE, paving the way for safer clinical applications.
Area of Science:
- Medical Physics
- Radiation Oncology
- Computational Biology
Background:
- Clinical application of helium ion beams requires accurate treatment planning that accounts for biological effects.
- Raster-scanned helium ion beams produce a complex radiation field including primary ions and secondary fragments.
Purpose of the Study:
- To develop and validate a novel calculation approach for predicting the biological effect of helium ion beams.
- To integrate data-driven biological models into a Monte Carlo treatment planning tool for experimental verification.
Main Methods:
- A novel Monte Carlo treatment planning (MCTP) tool was developed, incorporating data-driven biological models.
- A spread-out Bragg peak (SOBP) in water was optimized and delivered at the Heidelberg Ion Beam Therapy Center (HIT).
- Predictions of cell survival and relative biological effectiveness (RBE) were compared against experimental clonogenic survival data.
Main Results:
- The novel MCTP approach demonstrated a mean absolute survival variation of 5.3% ± 0.9% compared to experimental data.
- Comparisons with the local effect model (LEM) and repair-misrepair-fixation (RMF) model showed good agreement (4.5% ± 0.8% and 5.8% ± 1.1%, respectively).
- The approach accurately estimated biological effects for a clinically relevant scenario.
Conclusions:
- The developed data-driven biological modeling approach integrated into MCTP is feasible for accurate biological effect estimation in helium ion radiotherapy.
- This method provides a foundation for the clinical application of helium ion beams at facilities like HIT.
- Further studies can leverage this approach for optimizing treatment plans and improving patient outcomes.
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