Evaluation of an application for intensity-based deformable image registration and dose accumulation in radiotherapy Journal Article


Authors: Thor, M.; Andersen, E. S.; Petersen, J. B. B.; Tanderup, K.; Elstrøm, U. V.; Muren, L. P.; Sørensen, T. S.; Bentzen, L.; Høyer, M.; Noe, K. Ø
Article Title: Evaluation of an application for intensity-based deformable image registration and dose accumulation in radiotherapy
Abstract: Background. Methods to accurately accumulate doses in radiotherapy (RT) are important for tumour and normal tissues being influenced by geometric uncertainties. The purpose of this study was to investigate a pre-release deformable image registration (DIR)-based dose accumulation application, in the setting of prostate RT. Material and methods. Initially accumulated bladder and prostate doses were assessed (based on 8-9 repeat CT scans/patient) for nine prostate cancer patients using an intensity-based DIR and dose accumulation algorithm as provided by the Dynamic Adaptive Radiation Therapy (DART) software. The accumulated bladder and prostate dose-volume histograms (DVHs) were compared on a range of parameters (paired Wilcoxon signed-rank test, 5% significance level) to DVHs derived using an in-house developed dose accumulation method based on biomechanical, contour-driven DIR (SurfaceRegistration). Finally, both these accumulated dose distributions were compared to the 'static' DVH, assessed from the planning CT. Results. Over the population, doses accumulated with DART were overall lower than those from SurfaceRegistration (p < 0.05: D<sub>2%</sub>, gEUD and NTCP (bladder); D<sub>min</sub> (prostate)). The magnitude of these differences peaked for the bladder gEUD with a population median of 47 Gy for DART versus 57 Gy for SurfaceRegistration. Across the ten bladder dose/volume parameters investigated, the most pronounced individual differences were observed between the 'accumulated' DVHs and the 'static' DVHs, with deviations in mean dose up to 22 Gy. Conclusion. Substantial and significant differences were observed in the dose distributions between the two investigated DIR-based dose accumulation applications. The most pronounced individual differences were seen for the bladder and relative to the planned dose distribution, encouraging the use of repeat imaging data in RT planning and evaluation for this organ.
Keywords: algorithms; data analysis software; descriptive statistics; funding source; radiotherapy -- methods; prostatic neoplasms -- radiotherapy; wilcoxon signed rank test; bladder -- radiography; human; male; radiation dosage -- evaluation; prostate -- radiography
Journal Title: Acta Oncologica
Volume: 53
Issue: 10
ISSN: 0284-186X
Publisher: Informa Healthcare  
Date Published: 2014-10-01
Start Page: 1329
End Page: 1336
Language: English
ACCESSION: 2012769327
DOI: 10.3109/0284186x.2014.928742
PROVIDER: EBSCOhost
PUBMED: 24957554
PROVIDER: cin20
DOI/URL:
Notes: Accession Number: 2012769327 -- Entry Date: 20141031 -- Revision Date: 20141031 -- Publication Type: journal article; equations & formulas; research; tables/charts -- Journal Subset: Biomedical; Continental Europe; Editorial Board Reviewed; Europe; Expert Peer Reviewed; Online/Print; Peer Reviewed -- Special Interest: Oncologic Care -- Grant Information: This study has been supported by research grants from CIRRO-The Lundbeck Foundation Center for Interventional Research in Radiation Oncology, the Danish Cancer Society, FSS (The Danish Council for Independent Research) as well as the Danish Council for Strategic Research. -- NLM UID: 8709065 -- Source: cin20
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  1. Maria Elisabeth Thor
    148 Thor