The dose accumulation and the impact of deformable image registration on dose reporting parameters in a moving patient undergoing proton radiotherapy

被引:1
|
作者
Razdevsek, Gasper [1 ]
Simoncic, Urban [1 ,2 ]
Snoj, Luka [1 ,2 ]
Studen, Andrej [1 ,2 ]
机构
[1] Univ Ljubljana, Fac Math & Phys, Jadranska 19, SI-1000 Ljubljana, Slovenia
[2] Jozef Stefan Inst, Ljubljana, Slovenia
关键词
proton therapy; adaptive therapy; MCNP6; dose distribution measurement; Monte-Carlo; dose homogeneity; image registration; RADIATION-THERAPY; CANCER; MOTION; DELIVERY;
D O I
10.2478/raon-2022-0016
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction Potential changes in patient anatomy during proton radiotherapy may lead to a deviation of the delivered dose. A dose estimate can be computed through a deformable image registration (DIR) driven dose accumulation. The present study evaluates the accumulated dose uncertainties in a patient subject to an inadvertent breathing associated motion. Materials and methods A virtual lung tumour was inserted into a pair of single participant landmark annotated computed tomography images depicting opposite breathing phases, with the deep inspiration breath-hold the planning reference and the exhale the off-reference geometry. A novel Monte Carlo N-Particle, Version 6 (MCNP6) dose engine was developed, validated and used in treatment plan optimization. Three DIR methods were compared and used to transfer the exhale simulated dose to the reference geometry. Dose conformity and homogeneity measures from International Committee on Radioactivity Units and Measurements (ICRU) reports 78 and 83 were evaluated on simulated dose distributions registered with different DIR algorithms. Results The MCNP6 dose engine handled patient-like geometries in reasonable dose calculation times. All registration methods were able to align image associated landmarks to distances, comparable to voxel sizes. A moderate deterioration of ICRU measures was encountered in comparing doses in on and off-reference anatomy. There were statistically significant DIR driven differences in ICRU measures, particularly a 10% difference in the relative D-98% for planning tumour volume and in the 3 mm/3% gamma passing rate. Conclusions T he dose accumulation over two anatomies resulted in a DIR driven uncertainty, important in reporting the associated ICRU measures for quality assurance.
引用
收藏
页码:248 / 258
页数:11
相关论文
共 50 条
  • [31] Study of the Cumulative Dose Between Fractions of Lung Cancer Radiotherapy Based on CT and CBCT Image Deformable Registration Technology
    Luo, Judong
    Ma, Changdong
    Yu, Shuang
    Li, Zhenjiang
    Ma, Changsheng
    FRONTIERS IN PHYSICS, 2020, 8
  • [32] Bladder dose accumulation based on a biomechanical deformable image registration algorithm in volumetric modulated arc therapy for prostate cancer
    Andersen, E. S.
    Muren, L. P.
    Sorensen, T. S.
    Noe, K. O.
    Thor, M.
    Petersen, J. B.
    Hoyer, M.
    Bentzen, L.
    Tanderup, K.
    PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (21) : 7089 - 7100
  • [33] Deformable abdominal phantom for the validation of real-time image guidance and deformable dose accumulation
    Matrosic, Charles K.
    Hull, Jennifer
    Palmer, Benjamin
    Culberson, Wesley
    Bednarz, Bryan
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2019, 20 (08): : 122 - 133
  • [34] Toward adaptive radiotherapy for head and neck patients: Uncertainties in dose warping due to the choice of deformable registration algorithm
    Veiga, Catarina
    Lourenco, Ana Monica
    Mouinuddin, Syed
    van Herk, Marcel
    Modat, Marc
    Ourselin, Sebastien
    Royle, Gary
    McClelland, Jamie R.
    MEDICAL PHYSICS, 2015, 42 (02) : 760 - 769
  • [35] The influence of patient positioning uncertainties in proton radiotherapy on proton range and dose distributions
    Liebl, Jakob
    Paganetti, Harald
    Zhu, Mingyao
    Winey, Brian A.
    MEDICAL PHYSICS, 2014, 41 (09)
  • [36] CBCT-based deformable dose accumulation of external beam radiotherapy in cervical cancer
    Fischer, Andrea M. M.
    Hague, Thomas
    Hoskin, Peter J. J.
    ACTA ONCOLOGICA, 2023, 62 (08) : 923 - 931
  • [37] Dose/volume-based evaluation of the accuracy of deformable image registration for the rectum and bladder
    Thor, Maria
    Bentzen, Lise
    Elstrom, Ulrik V.
    Petersen, Jorgen B. B.
    Muren, Ludvig Paul
    ACTA ONCOLOGICA, 2013, 52 (07) : 1411 - 1416
  • [38] Implementing Radiation Dose-Volume Liver Response in Biomechanical Deformable Image Registration
    Polan, Daniel F.
    Feng, Mary
    Lawrence, Theodore S.
    Ten Haken, Randall K.
    Brock, Kristy K.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 99 (04): : 1004 - 1012
  • [39] Roles of Deformable Image Registration in Adaptive RT: from Contour Propagation to Dose Monitoring
    Simon, Antoine
    Nassef, Mohamed
    Rigaud, Bastien
    Cazoulat, Guillaume
    Castelli, Joel
    Lafond, Caroline
    Acosta, Oscar
    Haigron, Pascal
    de Crevoisier, Renaud
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 5215 - 5218
  • [40] An approach for estimating dosimetric uncertainties in deformable dose accumulation in pencil beam scanning proton therapy for lung cancer
    Amstutz, Florian
    Nenoff, Lena
    Albertini, Francesca
    Ribeiro, Cassia O.
    Knopf, Antje C.
    Unkelbach, Jan
    Weber, Damien C.
    Lomax, Antony J.
    Zhang, Ye
    PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (10)