Management of three-dimensional intrafraction motion through real-time DMLC tracking

被引:129
|
作者
Sawant, Amit [1 ]
Venkat, Raghu [1 ]
Srivastava, Vikram [1 ]
Carlson, David [1 ]
Povzner, Sergey [2 ]
Cattell, Herb [2 ]
Keall, Paul [1 ]
机构
[1] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
[2] Varian Med Syst, Palo Alto, CA 94304 USA
关键词
IGRT; adaptive radiotherapy; real-time; tumor tracking; dynamic MLC; intrafraction motion;
D O I
10.1118/1.2905355
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Tumor tracking using a dynamic multileaf collimator (DMLC) represents a promising approach for intrafraction motion management in thoracic and abdominal cancer radiotherapy. In this work, we develop, empirically demonstrate, and characterize a novel 3D tracking algorithm for real-time, conformal, intensity modulated radiotherapy (IMRT) and volumetric modulated arc therapy (VMAT)-based radiation delivery to targets moving in three dimensions. The algorithm obtains real-time information of target location from an independent position monitoring system and dynamically calculates MLC leaf positions to account for changes in target position. Initial studies were performed to evaluate the geometric accuracy of DMLC tracking of 3D target motion. In addition, dosimetric studies were performed on a clinical linac to evaluate the impact of real-time DMLC tracking for conformal, step-and-shoot (S-IMRT), dynamic (D-IMRT), and VMAT deliveries to a moving target. The efficiency of conformal and IMRT delivery in the presence of tracking was determined. Results show that submillimeter geometric accuracy in all three dimensions is achievable with DMLC tracking. Significant dosimetric improvements were observed in the presence of tracking for conformal and IMRT deliveries to moving targets. A gamma index evaluation with a 3%-3 mm criterion showed that deliveries without DMLC tracking exhibit between 1.7 (S-IMRT) and 4.8 (D-IMRT) times more dose points that fail the evaluation compared to corresponding deliveries with tracking. The efficiency of IMRT delivery, as measured in the lab, was observed to be significantly lower in case of tracking target motion perpendicular to MLC leaf travel compared to motion parallel to leaf travel. Nevertheless, these early results indicate that accurate, real-time DMLC tracking of 3D tumor motion is feasible and can potentially result in significant geometric and dosimetric advantages leading to more effective management of intrafraction motion. In order to visually illustrate the algorithm, a movie of MLC tracking for a conformal field has been added to the submission as EPAPS. (C) 2008 American Association of Physicists in Medicine.
引用
收藏
页码:2050 / 2061
页数:12
相关论文
共 50 条
  • [1] Three-dimensional liver motion tracking using real-time two-dimensional MRI
    Brix, Lau
    Ringgaard, Steffen
    Sorensen, Thomas Sangild
    Poulsen, Per Rugaard
    [J]. MEDICAL PHYSICS, 2014, 41 (04)
  • [2] Real-time Three-dimensional Tracking of Endocytic Vesicles
    Duhamel, Stephanie
    Zaoui, Kossay
    [J]. BIO-PROTOCOL, 2020, 10 (20):
  • [3] Real-time three-dimensional jaw tracking in temporomandibular disorders
    da Cunha, D. V.
    Degan, V. V.
    Vedovello Filho, M.
    Bellomo, D. P., Jr.
    Silva, M. R.
    Furtado, D. A.
    Andrade, A. O.
    Milagre, S. T.
    Pereira, A. A.
    [J]. JOURNAL OF ORAL REHABILITATION, 2017, 44 (08) : 580 - 588
  • [4] Real-Time Monocular Three-Dimensional Motion Tracking Using a Multithread Active Vision System
    Hu, Shaopeng
    Jiang, Mingjun
    Takaki, Takeshi
    Ishii, Idaku
    [J]. JOURNAL OF ROBOTICS AND MECHATRONICS, 2018, 30 (03) : 453 - 466
  • [5] Three-dimensional liver motion tracking using 2D real-time MRI
    Brix, L.
    Ringgaard, S.
    Sorensen, T. Sangild
    Poulsen, P. Rugaard
    [J]. RADIOTHERAPY AND ONCOLOGY, 2014, 111 : S86 - S86
  • [6] Use of a real-time three-dimensional motion tracking system for measurement of intrafractional motion of the thoracic wall in dogs
    Mayer, Monique N.
    Lanovaz, Joel L.
    Smith, Michael J.
    Sidhu, Narinder
    Waldner, Cheryl L.
    [J]. AMERICAN JOURNAL OF VETERINARY RESEARCH, 2013, 74 (01) : 11 - 16
  • [7] GPU based real-time instrument tracking with three-dimensional ultrasound
    Novotny, Paul M.
    Stoll, Jeff A.
    Vasilyev, Nikolay V.
    del Nido, Pedro J.
    Dupont, Pierre E.
    Zickler, Todd E.
    Howe, Robert D.
    [J]. MEDICAL IMAGE ANALYSIS, 2007, 11 (05) : 458 - 464
  • [8] Real-time visual tracking insensitive to three-dimensional rotation of objects
    Cho, YJ
    You, BJ
    Lim, JH
    Oh, SR
    [J]. BIOLOGICALLY MOTIVATED COMPUTER VISION, PROCEEDING, 2000, 1811 : 160 - 167
  • [9] Automatic real-time three-dimensional cell tracking by fluorescence microscopy
    Rabut, G
    Ellenberg, J
    [J]. JOURNAL OF MICROSCOPY, 2004, 216 : 131 - 137
  • [10] Three-Dimensional Real-Time Through-the-Wall Imaging
    Zhang, Wenji
    Liu, Qing Huo
    Hoorfar, Ahmad
    [J]. 2012 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM (APSURSI), 2012,