Evaluating the impact of liver vasculature model complexity for estimating dose to circulating blood during radiation therapy Journal Article


Authors: Xing, S.; Correa-Alfonso, C. M.; Shin, J.; Pursley, J.; Depauw, N.; Domal, S.; Withrow, J.; Bolch, W.; Grassberger, C.; Paganetti, H.
Article Title: Evaluating the impact of liver vasculature model complexity for estimating dose to circulating blood during radiation therapy
Abstract: Purpose: To assess the impact of liver model complexity on the estimated radiation dose to circulating blood during radiation therapy. Methods and Materials: Six patients with hepatocellular carcinoma (HCC) were selected covering a range of clinical treatment volume (CTV) sizes and locations. Photon and proton treatment plans were generated for each patient. Planning computed tomography, CTV contours, and dose distributions were deformably registered to the reference livers provided by the International Commission on Radiological Protection report. Three vasculature models were considered: (1) main vascular tree (MVT), (2) coarse vascular tree (CVT) of 1045 vessels, and (3) detailed vascular tree (DVT) of 2041 vessels. Blood dose-volume histograms (bDVHMVT, bDVHCVT, and bDVHDVT) and the mean circulating blood dose (μb,MVT, μb,CVT, and μb,DVT) were estimated using Monte Carlo simulations for all 3 models. The effect of varying blood velocity (vb) in HCC tumors on dose estimation was also evaluated through increasing the tumor vb by 1.5, 2, and 4.2 times. Results: For the 3 lesions located in the left lobe, the estimated μb,MVT was lower than μb,DVT by an average ± standard deviation of (6 ± 4)% and (17 ± 7)% for photon and proton treatments, respectively. Smaller differences were found for lesions in the right lobe, where μb,MVT was on average (2 ± 1)% lower than μb,DVT for photon and (3 ± 1)% lower for proton treatments. More pronounced difference between μb,MVT and μb,DVT was seen in lesions with smaller CTV sizes. We also found that considering the elevated tumor vb led to a reduction of estimated dose to circulating blood, with a maximum reduction in the estimated μb of 39% and 8% for CTV of 603 and 249 mL, respectively. Conclusion: Our study revealed that the impact of liver vasculature model complexity on the estimated dose to blood depended on lesion-specific characteristics. For lesions with larger CTV size on the right liver lobe treated with photons, modeling only major vessels could generate bDVHs that are dosimetrically comparable with bDVHs of more complex vascular models. Increased tumor vb resulted in a reduction of the estimated blood dose. © 2024 Elsevier Inc.
Keywords: adult; clinical article; controlled study; intensity modulated radiation therapy; hepatocellular carcinoma; liver cell carcinoma; cancer radiotherapy; radiation dose; radiotherapy; cohort analysis; radiation dose distribution; blood vessels; monte carlo method; volumetric modulated arc therapy; blood flow velocity; vasculature; clinical target volume; proton therapy; dose volume histogram; liver circulation; treatment volumes; human; male; female; article; proton beam therapy; clinical treatments; % reductions; blood velocity; proton treatment; electromagnetic wave emission; liver modeling; modeling complexity; vascular trees
Journal Title: International Journal of Radiation Oncology, Biology, Physics
Volume: 121
Issue: 5
ISSN: 0360-3016
Publisher: Elsevier Inc.  
Date Published: 2025-04-01
Start Page: 1339
End Page: 1348
Language: English
DOI: 10.1016/j.ijrobp.2024.11.087
PUBMED: 39608610
PROVIDER: scopus
PMCID: PMC11911079
DOI/URL:
Notes: Article -- Source: Scopus
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  1. Shu Xing
    3 Xing