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A predictive model for determining rectum and bladder dose constraints in prostate volumetric modulated arc therapy
Menglei Chao1, Natalie Coburn1, Eireann Cosgriff1
1Nepean Cancer Care Centre, Nepean Hospital, Kingswood, New South Wales, 2747, Australia.
Summary
Prostate radiotherapy planning can be improved by predicting organ at risk doses. Rectum/bladder overlap with the planning target volume reliably estimates radiation dose, enabling personalized planning goals for better organ sparing.
Area of Science:
- Radiation Oncology
- Medical Physics
- Oncology
Background:
- Generic dose-volume constraints are standard for rectum/bladder (R/B) sparing in prostate radiotherapy.
- Assessing the correlation between R/B overlap with the planning target volume (PTV) and organ at risk (OAR) doses is crucial for optimizing treatment.
Purpose of the Study:
- To evaluate the relationship between R/B-PTV overlap and radiation doses to these organs in prostate cancer patients.
- To identify predictive metrics for minimizing OAR doses during Volumetric Modulated Arc Therapy (VMAT) planning.
Main Methods:
- Retrospective analysis of 105 prostate cancer patients treated with VMAT.
- Collected data included R/B volume, R/B-PTV overlap volume, and R/B-PTV overlap percentage.
- Correlated these metrics with VMAT planning outcomes, specifically doses to the rectum and bladder.
Main Results:
- High correlation found between R/B-PTV percentage overlap and OAR doses (R²=0.63 for rectum, R²=0.91 for bladder).
- Identified predictive cut-off values for R/B-PTV overlap to achieve specific dose thresholds for rectum and bladder.
- A 95% prediction interval aided in establishing individualized R/B planning goals.
Conclusions:
- R/B-PTV percentage overlap is a reliable predictor of OAR sparing in prostate VMAT.
- This prediction model can enhance planning efficiency and enable customized OAR planning goals.
- Minimizing radiation doses to the rectum and bladder is achievable through individualized planning.
Keywords:
Inverse radiation treatment planningOrgans at risk dose sparingPredictive modelProstate cancerVolumetric modulated arc therapy
