Litcius/Paper detail

Optimal beam angle selection and knowledge-based planning significantly reduces radiotherapy dose to organs at risk for lung cancer patients

Lone Hoffmann, Marianne Marquard Knap, M. Alber, Ditte Sloth Møller

2020Acta Oncologica14 citationsDOIOpen Access PDF

Abstract

Background Lung cancer patients struggle with high toxicity rates. This study investigates if IMRT plans with individually set beam angles or uni-lateral VMAT plans results in dose reduction to OARs. We investigate if introduction of a RapidPlan model leads to reduced dose to OARs. Finally, the model is validated prospectively.Material and methods Seventy-four consecutive lung cancer patients treated with IMRT were included. For all patients, new IMRT plans were made by an experienced dose planner re-tuning beam angles aiming for minimized dose to the lungs and heart. Additionally, VMAT plans were made. The IMRT plans were selected as input for a RapidPlan model, which was used to generate 74 new IMRT plans. The new IMRT plans were used as input for a second RapidPlan model. This model was clinically implemented and used for generation of clinical treatment plans. Dosimetric parameters were compared using a Wilcoxon signed rank test or a 1-sided student’s t-test. p < .05 was considered significant.Results IMRT plans significantly reduced mean doses to lungs (MLD) and heart (MHD) by 1.6 Gy and 1.7 Gy in mean compared to VMAT plans. MLD was significantly (p < .001) reduced from 10.8 Gy to 9.4 Gy by using the second RapidPlan model. MHD was significantly (p < .001) reduced from 4.9 Gy to 3.9 Gy. The model was validated in prospectively collected treatment plans showing significantly lower MLD after the implementation of the second RapidPlan model.Conclusion Introduction of RapidPlan and beam angles selected based on the target and OARs position reduces dose to OARs.

Topics & Concepts

MedicineRadiation therapySelection (genetic algorithm)Lung cancerRadiation treatment planningExternal beam radiotherapyMedical physicsCancerRadiologyRadiation doseNuclear medicineOncologyInternal medicineBrachytherapyArtificial intelligenceComputer scienceAdvanced Radiotherapy TechniquesEffects of Radiation ExposureLung Cancer Diagnosis and Treatment