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Preliminary Study on the Effect of 4DCT-Ventilation-Weighted Dose on the Radiation Induced Pneumonia Probability
Han Bai1,2, Wenhui Li1, Yaoxiong Xia1
1Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Tumor Hospital, Kunming, Yunnan, China.
Purpose:
The purpose of the present study was to evaluate the feasibility of using 4-dimensional computed tomography (4DCT)-ventilation-weighted dose analysis to predict radiation-induced pneumonia probability (RIPP).
Methods And Materials:
The study population for this retrospective analysis included 16 patients with stage III lung cancer. Each patient's 4DCT images, including end-inhale and end-exhale sequences, were used for the deformable image registration, and the Hounsfield units (HU) density-change was used to calculate the ventilation. A previously established equation was used to convert the original dose (OD) D in the lungs in the original plan (OP) to the weighted-dose (WD) D in the weighted plan (WP). The patients were divided into 2 groups, one with radiation-induced pneumonia (RIP), and one without. The Spearman correlation analysis was used to analyze the correlation of RIP with ΔV20 (ΔV V in the WP - V in the OP), ΔMLD (ΔMLD = mean lung dose (MLD) in the WP - MLD in the OP), and ΔV5.
Results:
The results showed that 5 of the 16 patients were suffering from acute RIP, 4 of which had higher ΔV20 and ΔMLD values than the rest of the patients. The results of the Spearman correlation analysis for those 4 patients were as follows: RIP vs. ΔV20, r = 0.5123; RIP vs. ΔMLD, r = 0.5119; RIP vs. ΔV5, r = 0.1904.
Conclusions:
The 4DCT-ventilation-based weighted-dose analysis showed some correlation between RIPP and both ΔV20 and ΔMLD, when comparing the weighted-dose and the conventional dose-volume histogram (DVH) analyses.
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