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Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System
Published on: April 11, 2018
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Adaptive margins for online adaptive radiotherapy.
Erik van der Bijl1, Peter Remeijer2, Jan-Jakob Sonke2
1Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands.
Physics in Medicine and Biology
|September 12, 2022
Summary
Adaptive margins in online adaptive radiotherapy can significantly reduce planning target volume margins by adapting to patient treatment history, improving dose delivery accuracy and potentially reducing side effects.
Area of Science:
- Radiation Oncology
- Medical Physics
- Image-Guided Therapy
Background:
- Conventional radiotherapy uses constant planning target volume (PTV) margins, which may not account for daily anatomical changes.
- Online adaptive radiotherapy (ART) allows for daily plan adjustments based on updated imaging and contouring.
Purpose of the Study:
- To introduce and evaluate a novel method for updating radiotherapy margins dynamically each fraction.
- To explore the benefits of adaptive margins based on accumulated dose and patient treatment history.
Main Methods:
- Developed a methodology for implementing adaptive isotropic and anisotropic margins during treatment.
- Simulated treatment histories (up to 20 fractions) with varying systematic/random errors and dose distributions.
- Compared adaptive margins against standard constant margins using the van Herk approach.
Main Results:
- Adaptive margins reduced population mean margins to 70% (isotropic) and 55% (anisotropic) of constant margins.
- Margin reduction was greater with longer fractionation and inhomogeneous dose distributions, primarily by mitigating systematic errors.
- Adaptive margins improved the minimum CTV dose for patients receiving underdosing, benefiting up to 10% of cases.
Conclusions:
- Adaptive margins offer a significant reduction in PTV margins for most patients in online ART.
- This approach can improve dose coverage and potentially reduce toxicity without compromising safety.
- Dynamic margin adaptation is a promising strategy for optimizing radiotherapy delivery.

