Imaging and dosimetric errors in 4D PET/CT-guided radiotherapy from patient-specific respiratory patterns: a dynamic motion phantom end-to-end study

被引:9
作者
Bowen, S. R. [1 ,2 ]
Nyflot, M. J. [1 ]
Herrmann, C. [3 ]
Groh, C. M. [4 ]
Meyer, J. [1 ]
Wollenweber, S. D. [5 ]
Stearns, C. W. [5 ]
Kinahan, P. E. [2 ]
Sandison, G. A. [1 ]
机构
[1] Univ Washington, Sch Med, Dept Radiat Oncol, Seattle, WA 98105 USA
[2] Univ Washington, Sch Med, Dept Radiol, Seattle, WA 98195 USA
[3] Univ Wurzburg, Dept Comp Sci, D-97070 Wurzburg, Germany
[4] Univ Hosp Wurzburg, Dept Radiat Oncol, Wurzburg, Germany
[5] GE Healthcare Syst, Waukesha, WI USA
关键词
PET/CT; respiratory motion; IGRT; VMAT; dose painting; robotic couch tracking; POSITRON-EMISSION-TOMOGRAPHY; MODULATED RADIATION-THERAPY; CELL LUNG-CANCER; TRACKING SYSTEM; FDG-PET; RESPONSE-ASSESSMENT; COUCH TRACKING; TUMOR VOLUME; IMPACT; CT;
D O I
10.1088/0031-9155/60/9/3731
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Effective positron emission tomography / computed tomography (PET/CT) guidance in radiotherapy of lung cancer requires estimation and mitigation of errors due to respiratory motion. An end-to-end workflow was developed to measure patient-specific motion-induced uncertainties in imaging, treatment planning, and radiation delivery with respiratory motion phantoms and dosimeters. A custom torso phantom with inserts mimicking normal lung tissue and lung lesion was filled with [F-18] FDG. The lung lesion insert was driven by six different patient-specific respiratory patterns or kept stationary. PET/CT images were acquired under motionless ground truth, tidal breathing motion-averaged (3D), and respiratory phase-correlated (4D) conditions. Target volumes were estimated by standardized uptake value (SUV) thresholds that accurately defined the ground-truth lesion volume. Non-uniform dose-painting plans using volumetrically modulated arc therapy were optimized for fixed normal lung and spinal cord objectives and variable PET-based target objectives. Resulting plans were delivered to a cylindrical diode array at rest, in motion on a platform driven by the same respiratory patterns (3D), or motion-compensated by a robotic couch with an infrared camera tracking system (4D). Errors were estimated relative to the static ground truth condition for mean target-to-background (T/B-mean) ratios, target volumes, planned equivalent uniform target doses, and 2%-2 mm gamma delivery passing rates. Relative to motionless ground truth conditions, PET/CT imaging errors were on the order of 10-20%, treatment planning errors were 5-10%, and treatment delivery errors were 5-30% without motion compensation. Errors from residual motion following compensation methods were reduced to 5-10% in PET/CT imaging, <5% in treatment planning, and <2% in treatment delivery. We have demonstrated that estimation of respiratory motion uncertainty and its propagation from PET/CT imaging to RT planning, and RT delivery under a dose painting paradigm is feasible within an integrated respiratory motion phantom workflow. For a limited set of cases, the magnitude of errors was comparable during PET/CT imaging and treatment delivery without motion compensation. Errors were moderately mitigated during PET/CT imaging and significantly mitigated during RT delivery with motion compensation. This dynamic motion phantom end-to-end workflow provides a method for quality assurance of 4D PET/CT-guided radiotherapy, including evaluation of respiratory motion compensation methods during imaging and treatment delivery.
引用
收藏
页码:3731 / 3746
页数:16
相关论文
共 63 条
[21]   Dosimetric and radiobiological impact of dose fractionation on respiratory motion induced IMRT delivery errors: A volumetric dose measurement study [J].
Duan, J ;
Shen, S ;
Fiveash, JB ;
Popple, RA ;
Brezovich, IA .
MEDICAL PHYSICS, 2006, 33 (05) :1380-1387
[22]   Guidance document on delivery, treatment planning, and clinical implementation of IMRT: Report of the IMRT subcommittee of the AAPM radiation therapy committee [J].
Ezzell, GA ;
Galvin, JM ;
Low, D ;
Palta, JR ;
Rosen, I ;
Sharpe, MB ;
Xia, P ;
Xiao, Y ;
Xing, L ;
Yu, CX .
MEDICAL PHYSICS, 2003, 30 (08) :2089-2115
[23]   The dosimetric impact of inversely optimized arc radiotherapy plan modulation for real-time dynamic MLC tracking delivery [J].
Falk, Marianne ;
Larsson, Tobias ;
Keall, Paul ;
Cho, Byung Chul ;
Aznar, Marianne ;
Korreman, Stine ;
Poulsen, Per ;
af Rosenschold, Per Munck .
MEDICAL PHYSICS, 2012, 39 (03) :1588-1594
[24]   Estimation of the delivered patient dose in lung IMRT treatment based on deformable registration of 4D-CT data and Monte Carlo simulations [J].
Flampouri, Stella ;
Jiang, Steve B. ;
Sharp, Greg C. ;
Wolfgang, John ;
Patel, Abhijit A. ;
Choi, Noah C. .
PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (11) :2763-2779
[25]   Tumor delineation using PET in head and neck cancers: Threshold contouring and lesion volumes [J].
Ford, Eric C. ;
Kinahan, Paul E. ;
Hanlon, Lorraine ;
Alessio, Adam ;
Rajendran, Joseph ;
Schwartz, David L. ;
Phillips, Mark .
MEDICAL PHYSICS, 2006, 33 (11) :4280-4288
[26]   18F-FDG PET/CT for Image-Guided and Intensity-Modulated Radiotherapy [J].
Ford, Eric C. ;
Herman, Joseph ;
Yorke, Ellen ;
Wahl, Richard L. .
JOURNAL OF NUCLEAR MEDICINE, 2009, 50 (10) :1655-1665
[27]   A Fuzzy Locally Adaptive Bayesian Segmentation Approach for Volume Determination in PET [J].
Hatt, Mathieu ;
le Rest, Catherine Cheze ;
Turzo, Alexandre ;
Roux, Christian ;
Visvikis, Dimitris .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2009, 28 (06) :881-893
[28]  
Herrmann C, 2013, P IEEE INT C ROB AUT, P5426
[29]   Prognostic value of SUVmax measurements obtained by FDG-PET in patients with non-small cell lung cancer receiving chemotherapy [J].
Imamura, Yohei ;
Azuma, Koichi ;
Kurata, Seiji ;
Hattori, Satoshi ;
Sasada, Tetsuro ;
Kinoshita, Takashi ;
Okamoto, Masaki ;
Kawayama, Tomotaka ;
Kaida, Hayato ;
Ishibashi, Masatoshi ;
Aizawa, Hisamichi .
LUNG CANCER, 2011, 71 (01) :49-54
[30]   Current concepts - Positron-emission tomography and assessment of cancer therapy [J].
Juweid, ME ;
Cheson, BD .
NEW ENGLAND JOURNAL OF MEDICINE, 2006, 354 (05) :496-507