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Published on: May 8, 2018
Evaluation of functionally weighted dose-volume parameters for thoracic stereotactic ablative radiotherapy (SABR)
Takayuki Kanai1, Noriyuki Kadoya2, Yujiro Nakajima3
1Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan; Department of Radiation Oncology, Yamagata University Faculty of Medicine, Yamagata, Japan.
This study found that a 25th percentile threshold with functional V30 (fV30) best predicts radiation pneumonitis in lung SABR. Optimizing dose-volume parameters improves treatment outcomes for patients undergoing thoracic stereotactic ablative radiotherapy.
Area of Science:
- Radiation Oncology
- Medical Physics
- Pulmonary Medicine
Background:
- Radiation pneumonitis (RP) is a significant side effect of thoracic stereotactic ablative radiotherapy (SABR).
- Four-dimensional CT (4DCT)-based ventilation imaging offers potential for reducing lung dose.
- Functionally weighted dose-volume parameters may improve RP prediction over conventional metrics.
Purpose of the Study:
- To evaluate functionally weighted dose-volume parameters for predicting RP in lung SABR.
- To identify an optimal weighting method for effective planning optimization.
- To compare the predictive accuracy of functional parameters against conventional dose-volume metrics.
Main Methods:
- Analysis of 40 patients treated with lung SABR.
- Acquisition of ventilation images from 4DCT using deformable registration and Hounsfield unit-based calculation.
- Calculation of functional mean lung dose (fMLD) and functional lung V(x) (fVx) using thresholding and linear weighting methods with varying ventilation thresholds.
Main Results:
- The combination of a 25th percentile ventilation threshold and fV30 demonstrated the highest predictive accuracy for RP (AUC: 0.570).
- fV30 with the 25th percentile threshold was the best predictor among tested functional parameters.
- Conventional dose-volume parameters showed lower predictive accuracy compared to the optimal functional parameter, though not always statistically significant.
Conclusions:
- Functionally weighted dose-volume parameters, particularly fV30 with a 25th percentile threshold, are superior predictors of RP in thoracic SABR.
- Appropriate functional weighting methods are crucial for optimizing treatment planning and improving patient outcomes.
- Further research into functional lung metrics can enhance the safety and efficacy of lung SABR.
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