Investigation of sliced body volume (SBV) as respiratory surrogate

被引:9
作者
Cai, Jing [1 ]
Chang, Zheng [1 ]
O'Daniel, Jennifer [1 ]
Yoo, Sua [1 ]
Ge, Hong [1 ,2 ]
Kelsey, Christopher [1 ]
Yin, Fang-Fang [1 ]
机构
[1] Duke Univ, Med Ctr, Dept Radiat Oncol, Durham, NC 27710 USA
[2] Zhengzhou Univ, Henan Canc Hosp, Zhengzhou, Henan, Peoples R China
关键词
respiratory surrogate; tumor motion; body volume; 4D CT; motion management; MOTION; CT; RECONSTRUCTION; QUALITY;
D O I
10.1120/jacmp.v14i1.3987
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
The purpose of this study was to evaluate the sliced body volume (SBV) as a respiratory surrogate by comparing with the real-time position management (RPM) in phantom and patient cases. Using the SBV surrogate, breathing signals were extracted from unsorted 4D CT images of a motion phantom and 31 cancer patients (17 lung cancers, 14 abdominal cancers) and were compared to those clinically acquired using the RPM system. Correlation coefficient (R), phase difference (D), and absolute phase difference (D-A) between the SBV-derived breathing signal and the RPM signal were calculated. 4D CT reconstructed based on the SBV surrogate (4D CTSBV) were compared to those clinically generated based on RPM (4D CTRPM). Image quality of the 4D CT were scored (S-SBV and S-RPM, respectively) from 1 to 5 (1 is the best) by experienced evaluators. The comparisons were performed for all patients, and for the lung cancer patients and the abdominal cancer patients separately. RPM box position (P), breathing period (T), amplitude (A), period variability (V-T), amplitude variability (V-A), and space-dependent phase shift (F) were determined and correlated to S-SBV. The phantom study showed excellent match between the SBV-derived breathing signal and the RPM signal (R = 0.99, D = -3.0%, D-A = 4.5%). In the patient study, the mean (+/- standard deviation (SD)) R, D, D-A, T, V-T, A, V-A, and F were 0.92 (+/- 0.05), -3.3% (+/- 7.5%), 11.4% (+/- 4.6%), 3.6 (+/- 0.8) s, 0.19 (+/- 0.10), 6.6 (+/- 2.8) mm, 0.20 (+/- 0.08), and 0.40 (+/- 0.18) s, respectively. Significant differences in R and D-A (p = 0.04 and 0.001, respectively) were found between the lung cancer patients and the abdominal cancer patients. 4D CTRPM slightly outperformed 4D CTSBV: the mean (+/- SD) S-RPM and S-SBV were 2.6 (+/- 0.6) and 2.9 (+/- 0.8), respectively, for all patients, 2.5 (+/- 0.6) and 3.1 (+/- 0.8), respectively, for the lung cancer patients, and 2.6 (+/- 0.7) and 2.8 (+/- 0.9), respectively, for the abdominal cancer patients. The difference between S-RPM and S-SBV was insignificant for the abdominal patients (p = 0.59). F correlated moderately with S-SBV (r = 0.72). The correlation between SBV-derived breathing signal and RPM signal varied between patients and was significantly better in the abdomen than in the thorax. Space-dependent phase shift is a limiting factor of the accuracy of the SBV surrogate.
引用
收藏
页码:71 / 80
页数:10
相关论文
共 18 条
[1]   ELECTROMAGNETIC TRACKING OF INTRAFRACTION PROSTATE DISPLACEMENT IN PATIENTS EXTERNALLY IMMOBILIZED IN THE PRONE POSITION [J].
Bittner, Nathan ;
Butler, Wayne M. ;
Reed, Joshua L. ;
Murray, Brian C. ;
Kurko, Brian S. ;
Wallner, Kent E. ;
Merrick, Gregory S. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2010, 77 (02) :490-495
[2]   Evaluation of the reproducibility of lung motion probability distribution function (PDF) using dynamic MRI [J].
Cai, Jing ;
Read, Paul W. ;
Altes, Talissa A. ;
Molloy, Janelle A. ;
Brookeman, James R. ;
Sheng, Ke .
PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (02) :365-373
[3]   A fully automated non-external marker 4D-CT sorting algorithm using a serial cine scanning protocol [J].
Carnes, Greg ;
Gaede, Stewart ;
Yu, Edward ;
Van Dyk, Jake ;
Battista, Jerry ;
Lee, Ting-Yim .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (07) :2049-2066
[4]   The diaphragm as an anatomic surrogate for lung tumor motion [J].
Cervino, Laura I. ;
Chao, Alvin K. Y. ;
Sandhu, Ajay ;
Jiang, Steve B. .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (11) :3529-3541
[5]   Absolute alignment of breathing states using image similarity derivatives [J].
Eck, K ;
Bredno, J ;
Stehle, T .
MEDICAL IMAGING 2005: VISUALIZATION, IMAGE-GUIDED PROCEDURES, AND DISPLAY, PTS 1 AND 2, 2005, 5744 :79-86
[6]   The use of CT density changes at internal tissue interfaces to correlate internal organ motion with an external surrogate [J].
Gaede, Stewart ;
Carnes, Gregory ;
Yu, Edward ;
Van Dyk, Jake ;
Battista, Jerry ;
Lee, Ting-Yim .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (02) :259-273
[7]   Assessment of two novel ventilatory surrogates for use in the delivery of gated/tracked radiotherapy for non-small cell lung cancer [J].
Hughes, Simon ;
McClelland, James ;
Tarte, Segolene ;
Lawrence, David ;
Ahmad, Shahreen ;
Hawkes, David ;
Landau, David .
RADIOTHERAPY AND ONCOLOGY, 2009, 91 (03) :336-341
[8]   Internal-external correlation investigations of respiratory induced motion of lung tumors [J].
Ionascu, Dan ;
Jiang, Steve B. ;
Nishioka, Seiko ;
Shirato, Hiroki ;
Berbeco, Ross I. .
MEDICAL PHYSICS, 2007, 34 (10) :3893-3903
[9]   4-dimensional computed tomography imaging and treatment planning [J].
Keall, P .
SEMINARS IN RADIATION ONCOLOGY, 2004, 14 (01) :81-90
[10]   The management of respiratory motion in radiation oncology report of AAPM Task Group 76 [J].
Keall, Paul J. ;
Mageras, Gig S. ;
Balter, James M. ;
Emery, Richard S. ;
Forster, Kenneth M. ;
Jiang, Steve B. ;
Kapatoes, Jeffrey M. ;
Low, Daniel A. ;
Murphy, Martin J. ;
Murray, Brad R. ;
Ramsey, Chester R. ;
Van Herk, Marcel B. ;
Vedam, S. Sastry ;
Wong, John W. ;
Yorke, Ellen .
MEDICAL PHYSICS, 2006, 33 (10) :3874-3900