1
|
Garibaldi C, Piperno G, Ferrari A, Surgo A, Muto M, Ronchi S, Bazani A, Pansini F, Cremonesi M, Jereczek-Fossa BA, Orecchia R. Translational and rotational localization errors in cone-beam CT based image-guided lung stereotactic radiotherapy. Phys Med 2016; 32:859-65. [PMID: 27289354 DOI: 10.1016/j.ejmp.2016.05.055] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 05/16/2016] [Accepted: 05/18/2016] [Indexed: 12/17/2022] Open
Abstract
PURPOSE Accurate localization is crucial in delivering safe and effective stereotactic body radiation therapy (SBRT). The aim of this study was to analyse the accuracy of image-guidance using the cone-beam computed tomography (CBCT) of the VERO system in 57 patients treated for lung SBRT and to calculate the treatment margins. MATERIALS AND METHODS The internal target volume (ITV) was obtained by contouring the tumor on maximum and mean intensity projection CT images reconstructed from a respiration correlated 4D-CT. Translational and rotational tumor localization errors were identified by comparing the manual registration of the ITV to the motion-blurred tumor on the CBCT and they were corrected by means of the robotic couch and the ring rotation. A verification CBCT was acquired after correction in order to evaluate residual errors. RESULTS The mean 3D vector at initial set-up was 6.6±2.3mm, which was significantly reduced to 1.6±0.8mm after 6D automatic correction. 94% of the rotational errors were within 3°. The PTV margins used to compensate for residual tumor localization errors were 3.1, 3.5 and 3.3mm in the LR, SI and AP directions, respectively. CONCLUSIONS On-line image guidance with the ITV-CBCT matching technique and automatic 6D correction of the VERO system allowed a very accurate tumor localization in lung SBRT.
Collapse
Affiliation(s)
- Cristina Garibaldi
- Unit of Radiation Research, European Institute of Oncology, Milano, Italy.
| | - Gaia Piperno
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy
| | - Annamaria Ferrari
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy
| | - Alessia Surgo
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy
| | - Matteo Muto
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy
| | - Sara Ronchi
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy
| | - Alessia Bazani
- Unit of Medical Physics, European Institute of Oncology, Milano, Italy
| | - Floriana Pansini
- Unit of Medical Physics, European Institute of Oncology, Milano, Italy
| | - Marta Cremonesi
- Unit of Radiation Research, European Institute of Oncology, Milano, Italy
| | - Barbara Alicja Jereczek-Fossa
- Department of Radiation Oncology, European Institute of Oncology, Milano, Italy; Department of Health Sciences, Università degli Studi di Milano, Milano, Italy
| | - Roberto Orecchia
- Department of Health Sciences, Università degli Studi di Milano, Milano, Italy; Scientific Director, European Institute of Oncology, Milano, Italy
| |
Collapse
|
2
|
Li J, Tang XB, Zhang XZ, Zhang XW, Ge Y, Chen D, Chai L. Analysis of the setup errors of medical image registration-based cone-beam CT for lung cancer. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2016; 24:521-530. [PMID: 27061797 DOI: 10.3233/xst-160568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
PURPOSE This study aimed to investigate the feasibility of efficiently using a rigid image registration (RIR) algorithm or a deformable image registration (DIR) algorithm to match medical images and evaluate the impact of setup errors on intensity modulated radiation therapy of lung cancer patients. METHODS Ten lung cancer patients were chosen randomly each day and were subjected to image-guided radiotherapy. The clinical registration between cone-beam computed tomography (CBCT) images and treatment planning system CT images was performed by applying both RIR and DIR; the clinical registration was evaluated on the basis of the contour index, including dice similarity coefficient, sensitivity, and positive predictive value; the optimal scheme of image registration was selected to ensure that the actual irradiation isocenter was consistent with the treatment planning isocenter. In each patient, the translational errors in the right-left (x), superior-inferior (y), and anterior-posterior (z) directions and the rotational errors in the u, υ, and w directions formed by the x, y, and z directions were calculated and analyzed daily in the whole course of treatment; margins were calculated according to this equation: M = 2.5∑+ 0.7δ. RESULTS The tumors and the surrounding soft tissues of the patients are shown more clearly in the CBCT images than in the CT images. DIR can be applied more efficiently than RIR to determine the morphological and positional changes in the organs shown in the images with the same or different modalities in the different period. The setup errors in translation in the x, y and z axes were 0.05±0.16, 0.09±0.32 and -0.02±0.13 cm, respectively; by contrast, the setup errors in rotation in u, υ and w directions were (0.41±0.64)°, (-0.08±0.57)° and (-0.03±0.62)°, respectively. The setup errors in the x, y and z axes of the patients indicated that the margins expansions were 0.82, 1.15 and 0.72 cm, respectively. CONCLUSION CBCT with DIR can measure and correct the setup errors online; as a result, setup errors in lung cancer treatments can be significantly reduced and the accuracy of radiotherapy can be enhanced.
Collapse
Affiliation(s)
- Jun Li
- Department of Nuclear Science & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, P. R. China
- Radiotherapy Center, Subei People's Hospital of Jiangsu province, Yangzhou, P. R. China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, P. R. China
| | - Xiao-Bin Tang
- Department of Nuclear Science & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, P. R. China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, P. R. China
| | - Xi-Zhi Zhang
- Radiotherapy Center, Subei People's Hospital of Jiangsu province, Yangzhou, P. R. China
| | - Xian-Wen Zhang
- Radiotherapy Center, Subei People's Hospital of Jiangsu province, Yangzhou, P. R. China
| | - Yun Ge
- School of Electronic Science and Engineering, Nanjing University, Nanjing, P. R. China
| | - Da Chen
- Department of Nuclear Science & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, P. R. China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, P. R. China
| | - Lei Chai
- Department of Nuclear Science & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, P. R. China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, P. R. China
| |
Collapse
|
3
|
Feasibility study of automated framework for estimating lung tumor locations for target-based patient positioning in stereotactic body radiotherapy. BIOMED RESEARCH INTERNATIONAL 2015; 2015:653974. [PMID: 25629051 PMCID: PMC4299540 DOI: 10.1155/2015/653974] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 10/31/2014] [Accepted: 10/31/2014] [Indexed: 12/25/2022]
Abstract
Objective. To investigate the feasibility of an automated framework for estimating the lung tumor locations for tumor-based patient positioning with megavolt-cone-beam computed tomography (MV-CBCT) during stereotactic body radiotherapy (SBRT). Methods. A lung screening phantom and ten lung cancer cases with solid lung tumors, who were treated with SBRT, were employed to this study. The locations of tumors in MV-CBCT images were estimated using a tumor-template matching technique between a tumor template and the MV-CBCT. Tumor templates were produced by cropping the gross tumor volume (GTV) regions, which were enhanced by a Sobel filter or a blob structure enhancement (BSE) filter. Reference tumor locations (grand truth) were determined based on a consensus between a radiation oncologist and a medical physicist. Results. According to the results of the phantom study, the average Euclidean distances of the location errors in the original, Sobel-filtered, and BSE-filtered images were 2.0 ± 4.1 mm, 12.8 ± 9.4 mm, and 0.4 ± 0.5 mm, respectively. For clinical cases, these were 3.4 ± 7.1 mm, 7.2 ± 11.6 mm, and 1.6 ± 1.2 mm, respectively. Conclusion. The feasibility study suggests that our proposed framework based on the BSE filter may be a useful tool for tumor-based patient positioning in SBRT.
Collapse
|
4
|
van Sörnsen de Koste JR, Dahele M, Mostafavi H, Senan S, van der Weide L, Slotman BJ, Verbakel WFAR. Digital tomosynthesis (DTS) for verification of target position in early stage lung cancer patients. Med Phys 2014; 40:091904. [PMID: 24007155 DOI: 10.1118/1.4817245] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE The ability to verify intrafraction tumor position is clinically useful for hypofractionated treatments. Short arc kV digital tomosynthesis (DTS) could facilitate more frequent target verification. The authors used DTS combined with triangulation to determine the mean temporal position of small-volume lung tumor targets treated with stereotactic radiotherapy. DTS registration results were benchmarked against online clinical localization using registration between free-breathing cone-beam computed tomography (CBCT) and the average intensity projection (AvIP) of the planning 4DCT. METHODS In this retrospective study, 76 sets of kV-projection images from online CBCT scans of 13 patients were used to generate DTS image slices (CB-DTS) with nonclinical research software (DTS Toolkit, Varian Medical Systems). Three-dimensional tumor motion was 1.3-4 mm in six patients and 6.1-25.4 mm in seven patients on 4DCT (significant difference in the mean of the groups, P < 0.01). The 4DCT AvIP was used to digitally reconstruct the Reference-DTS. DTS registration and DTS registration combined with triangulation were investigated. Progressive shortening of total DTS arc lengths from 95° to 35° around 0° gantry position was evaluated for different scenarios: DTS registration using the entire arc; DTS registration plus triangulation using two nonoverlapping arcs; and for 55° and 45° total gantry rotation, DTS registration plus triangulation using two overlapping arcs. Finally, DTS registration plus triangulation performed at eight gantry angles, each separated by 45° was evaluated using full fan kV projection data for one patient with an immobile tumor and five patients with mobile tumors. RESULTS For DTS registration alone, shortening arc length did not influence accuracy in X- and Y-directions, but in Z-direction, mean deviations from online CBCT localization systematically increased for shorter arc length (P < 0.05). For example, using a 95° arc mean DTS-CBCT difference was 0.8 mm (1 SD = 0.6 mm) and for a 35° arc the mean was 2.4 mm (1 SD = 1.7 mm). DTS plus triangulation using nonoverlapping-arcs increased accuracy in Z-direction for tested arc lengths ≤55° (P < 0.01). Overlapping arcs increased accuracy in Y-direction for tumors with motion >4 mm (P < 0.02) but increased Z-direction accuracy was only observed with 55° total gantry rotation. The 95th percentile deviations with this overlapping technique in X-, Y-, and Z-directions were 1.3, 2.0, and 2.5 mm, respectively. For the five patients with mobile tumors where DTS + triangulation was performed with 45° intervals, the pooled deviation from online CBCT correction showed, for X-, Y-, and Z-directions, mean of 1.1 mm, standard deviations (SD) of 0.9, 1.0, and 0.9 mm, respectively. The mean + 2 SD was <3 mm for each direction. CONCLUSIONS Short-arc DTS verification of time averaged lung tumor position is feasible using free-breathing kV projection data and the AvIP of the 4DCT as a reference. Observed differences between DTS and online CBCT registration with AvIP were ≤3 mm (mean + 2 SD), however, the increased temporal resolution of DTS + triangulation also identified short period deviations from the average target position on the CBCT. Short-arc DTS appears promising for intrafraction tumor position monitoring during stereotactic lung radiotherapy delivered with a rotational technique.
Collapse
Affiliation(s)
- John R van Sörnsen de Koste
- Department of Radiation Oncology, VU University Medical Center (VUMC), Amsterdam, Noord-Holland 1081 HV, The Netherlands.
| | | | | | | | | | | | | |
Collapse
|
5
|
Bonomo P, Livi L, Rampini A, Meattini I, Agresti B, Simontacchi G, Paiar F, Mangoni M, Bonucci I, Greto D, Masi L, Doro R, Marrazzo L, Biti G. Stereotactic body radiotherapy for cardiac and paracardiac metastases: University of Florence experience. Radiol Med 2013; 118:1055-65. [DOI: 10.1007/s11547-013-0932-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Accepted: 02/14/2012] [Indexed: 12/25/2022]
|
6
|
Suzuki O, Nishiyama K, Ueda Y, Miyazaki M, Tsujii K. Influence of Rotational Setup Error on Tumor Shift in Bony Anatomy Matching Measured with Pulmonary Point Registration in Stereotactic Body Radiotherapy for Early Lung Cancer. Jpn J Clin Oncol 2012; 42:1181-6. [DOI: 10.1093/jjco/hys167] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
7
|
Tian Y, Wang Z, Ge H, Zhang T, Cai J, Kelsey C, Yoo D, Yin FF. Dosimetric comparison of treatment plans based on free breathing, maximum, and average intensity projection CTs for lung cancer SBRT. Med Phys 2012; 39:2754-60. [PMID: 22559646 DOI: 10.1118/1.4705353] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE To determine whether there is a CT dataset may be more favorable for planning and dose calculation by comparing dosimetric characteristics between treatment plans calculated using free breathing (FB), maximum and average intensity projection (MIP and AIP, respectively) CTs for lung cancer patients receiving stereotactic body radiation therapy (SBRT). METHODS Twenty lung cancer SBRT patients, treated on a linac with 2.5 mm width multileaf-collimator (MLC), were analyzed retrospectively. Both FB helical and four-dimensional CT scans were acquired for each patient. Internal target volume (ITV) was delineated based on MIP CTs and modified based on both ten-phase datasets and FB CTs. Planning target volume (PTV) was then determined by adding additional setup margin to ITV. The PTVs and beams in the optimized treatment plan based on FB CTs were copied to MIP and AIP CTs, with the same isocenters, MLC patterns and monitor units. Mean effective depth (MED) of beams, and some dosimetric parameters for both PTVs and most important organ at risk (OAR), lung minus PTV, were compared between any two datasets using two-tail paired t test. RESULTS The MEDs in FB and AIP plans were similar but significantly smaller (Ps < 0.001) than that in MIP plans. Minimum dose, mean dose, dose covering at least 90% and 95% of PTVs in MIP plans were slightly higher than two other plans (Ps < 0.008). The absolute volume of lung minus PTV receiving greater than 5, 10, and 20 Gy in MIP plans were significantly smaller than those in both FB and AIP plans (Ps < 0.008). Conformity index for FB plans showed a small but statistically significantly higher. CONCLUSIONS Dosimetric characteristics of AIP plans are similar to those of FB plans. Slightly better target volume coverage and significantly lower low-dose region (≤30 Gy) in lung was observed in MIP plans. The decrease in low-dose region in lung was mainly caused by the change of lung volume contoured on two datasets rather than the differences of dose distribution between AIP and MIP plans. Compare with AIP datasets, FB datasets were more prone to significant image artifacts and MIP datasets may overestimate or underestimate the target volume when the target is closer to the denser tissue, so AIP seems favorable for planning and dose calculation for lung SBRT.
Collapse
Affiliation(s)
- Yuan Tian
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA
| | | | | | | | | | | | | | | |
Collapse
|
8
|
Chung H, Court L, Lin SH, Kulkarni D, Balter P. Evaluation of dose variation to normal and critical structures for lung hypofractionated stereotactic body radiation therapy. Pract Radiat Oncol 2012; 2:e15-e21. [PMID: 24674129 DOI: 10.1016/j.prro.2012.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2011] [Revised: 01/02/2012] [Accepted: 01/05/2012] [Indexed: 11/18/2022]
Abstract
PURPOSE To quantify the dose received by normal and critical structures during lung stereotactic body radiation therapy (SBRT) when registered to tumor or bone. METHODS AND MATERIALS Sixteen patients with lung cancer receiving a total dose of 50 Gy in 4fractions for lung SBRT were retrospectively studied. Cone-beam computed tomography (CT) was performed for all fractions, and the images obtained were registered with planning CT with respect tosoft tissue for target localization. Isocenter shifts were determined for each fraction from differences between the bony and tumor alignments; doses were then recalculated based on the new isocenters and summed over all 4 fractions to compare against the planned normal and critical tissue dose. The normal and critical structures evaluated were total and ipsilateral lung, spinal cord, and esophagus. The first data collected were isocenter coordinate shifts in all 3 Cartesian coordinates for both tumor andbony alignments. The second were the dose differences to the normal and critical structures fromthe planned and recalculated doses for alignment based on the tumor. RESULTS The study showed that while the maximum isocenter coordinate shifts in any direction couldbe as much as 1.60 cm, the normal and critical structure dose variations between the original plans and the simulated plans showed almost no change. The mean volume of total lung that receivedat least 20Gy difference for total lung and ipsilateral lung were 0.01% and -0.04%, respectively. For the esophagus, spinal cord, and heart the maximum and mean dose differences were 0.25 Gy and -0.04 Gy, -0.08 Gy and -0.02 Gy, and 0.02 Gy and 0.05 Gy, respectively. CONCLUSIONS Target localization using daily cone-beam CT with soft tissue registration was appropriate for minimizing the dose to the normal and critical structures without the need to re-plan due to the changes in the tumor position. For tumors located close to a critical structure, daily cone-beam CT is recommended to determine the appropriate isocenter shifts.
Collapse
Affiliation(s)
- Heeteak Chung
- The University of Texas MD Anderson Cancer Center, Department of Radiation Physics, Houston, Texas.
| | - Laurence Court
- The University of Texas MD Anderson Cancer Center, Department of Radiation Physics, Houston, Texas
| | - Steven H Lin
- The University of Texas MD Anderson Cancer Center, Department of Radiation Oncology, Houston, Texas
| | - Dhananjay Kulkarni
- The School of Public Health, The University of Texas Houston, School of Medicine, Houston, Texas
| | - Peter Balter
- The University of Texas MD Anderson Cancer Center, Department of Radiation Physics, Houston, Texas
| |
Collapse
|
9
|
Sweeney RA, Seubert B, Stark S, Homann V, Müller G, Flentje M, Guckenberger M. Accuracy and inter-observer variability of 3D versus 4D cone-beam CT based image-guidance in SBRT for lung tumors. Radiat Oncol 2012; 7:81. [PMID: 22682767 PMCID: PMC3484063 DOI: 10.1186/1748-717x-7-81] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Accepted: 06/08/2012] [Indexed: 12/31/2022] Open
Abstract
Background To analyze the accuracy and inter-observer variability of image-guidance (IG) using 3D or 4D cone-beam CT (CBCT) technology in stereotactic body radiotherapy (SBRT) for lung tumors. Materials and methods Twenty-one consecutive patients treated with image-guided SBRT for primary and secondary lung tumors were basis for this study. A respiration correlated 4D-CT and planning contours served as reference for all IG techniques. Three IG techniques were performed independently by three radiation oncologists (ROs) and three radiotherapy technicians (RTTs). Image-guidance using respiration correlated 4D-CBCT (IG-4D) with automatic registration of the planning 4D-CT and the verification 4D-CBCT was considered gold-standard. Results were compared with two IG techniques using 3D-CBCT: 1) manual registration of the planning internal target volume (ITV) contour and the motion blurred tumor in the 3D-CBCT (IG-ITV); 2) automatic registration of the planning reference CT image and the verification 3D-CBCT (IG-3D). Image quality of 3D-CBCT and 4D-CBCT images was scored on a scale of 1–3, with 1 being best and 3 being worst quality for visual verification of the IGRT results. Results Image quality was scored significantly worse for 3D-CBCT compared to 4D-CBCT: the worst score of 3 was given in 19 % and 7.1 % observations, respectively. Significant differences in target localization were observed between 4D-CBCT and 3D-CBCT based IG: compared to the reference of IG-4D, tumor positions differed by 1.9 mm ± 0.9 mm (3D vector) on average using IG-ITV and by 3.6 mm ± 3.2 mm using IG-3D; results of IG-ITV were significantly closer to the reference IG-4D compared to IG-3D. Differences between the 4D-CBCT and 3D-CBCT techniques increased significantly with larger motion amplitude of the tumor; analogously, differences increased with worse 3D-CBCT image quality scores. Inter-observer variability was largest in SI direction and was significantly larger in IG using 3D-CBCT compared to 4D-CBCT: 0.6 mm versus 1.5 mm (one standard deviation). Inter-observer variability was not different between the three ROs compared to the three RTTs. Conclusions Respiration correlated 4D-CBCT improves the accuracy of image-guidance by more precise target localization in the presence of breathing induced target motion and by reduced inter-observer variability.
Collapse
Affiliation(s)
- Reinhart A Sweeney
- Department of Radiation Oncology, University of Wuerzburg, Josef-Schneider-Str, 11 97080 Wuerzburg, Germany
| | | | | | | | | | | | | |
Collapse
|
10
|
Bujold A, Craig T, Jaffray D, Dawson LA. Image-guided radiotherapy: has it influenced patient outcomes? Semin Radiat Oncol 2012; 22:50-61. [PMID: 22177878 DOI: 10.1016/j.semradonc.2011.09.001] [Citation(s) in RCA: 103] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Cancer control and toxicity outcomes are the mainstay of evidence-based medicine in radiation oncology. However, radiotherapy is an intricate therapy involving numerous processes that need to be executed appropriately in order for the therapy to be delivered successfully. The use of image-guided radiation therapy (IGRT), referring to imaging occurring in the radiation therapy room with per-patient adjustments, can increase the agreement between the planned and the actual dose delivered. However, the absence of direct evidence regarding the clinical benefit of IGRT has been a criticism. Here, we dissect the role of IGRT in the radiotherapy (RT) process and emphasize its role in improving the quality of the intervention. The literature is reviewed to collect evidence that supports that higher-quality dose delivery enabled by IGRT results in higher clinical control rates, reduced toxicity, and new treatment options for patients that previously were without viable options.
Collapse
Affiliation(s)
- Alexis Bujold
- Département de Radio-Oncologie Clinique-Enseignement-Recherche, Hôpital Maisonneuve-Rosemont, Université de Montréal, Montreal, Canada.
| | | | | | | |
Collapse
|
11
|
Ford JC, Zheng D, Williamson JF. Estimation of CT cone-beam geometry using a novel method insensitive to phantom fabrication inaccuracy: implications for isocenter localization accuracy. Med Phys 2011; 38:2829-40. [PMID: 21815358 DOI: 10.1118/1.3589130] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Mechanical instabilities that occur during gantry rotation of on-board cone-beam computed tomography (CBCT) imaging systems limit the efficacy of image-guided radiotherapy. Various methods for calibrating the CBCT geometry and correcting errors have been proposed, including some that utilize dedicated fiducial phantoms. The purpose of this work was to investigate the role of phantom fabrication imprecision on the accuracy of a particular CT cone-beam geometry estimate and to test a new method to mitigate errors in beam geometry arising from imperfectly fabricated phantoms. METHODS The authors implemented a fiducial phantom-based beam geometry estimation following the one described by Cho et al. [Med Phys 32(4), 968-983 (2005)]. The algorithm utilizes as input projection images of the phantom at various gantry angles and provides a full nine parameter beam geometry characterization of the source and detector position and detector orientation versus gantry angle. A method was developed for recalculating the beam geometry in a coordinate system with origin at the source trajectory center and aligned with the axis of gantry rotation, thus making the beam geometry estimation independent of the placement of the phantom. A second CBCT scan with the phantom rotated 180 degrees about its long axis was averaged with the first scan to mitigate errors from phantom imprecision. Computer simulations were performed to assess the effect of 2D fiducial marker positional error on the projections due to image discretization, as well as 3D fiducial marker position error due to phantom fabrication imprecision. Experimental CBCT images of a fiducial phantom were obtained and the algorithm used to measure beam geometry for a Varian Trilogy with an on-board CBCT. RESULTS Both simulations and experimental results reveal large sinusoidal oscillations in the calculated beam geometry parameters with gantry angle due to displacement of the phantom from CBCT isocenter and misalignment with the gantry axis, which are eliminated by recalculating the beam geometry in the source coordinate system. Simulations and experiments also reveal an additional source of oscillations arising from fiducial marker position error due to phantom fabrication imprecision that are mitigated by averaging the results with those of a second CBCT scan with phantom rotated. With a typical fiducial marker position error of 0.020 mm (0.001 in.), source and detector position are found in simulations to be within 250 microm of the true values, and detector and gantry angles less than 0.2 degrees. Detector offsets are within 100 microm of the known value. Experimental results verify the efficacy of the second scan in mitigating beam geometry errors, as well as large apparent source/detector isocenter offsets arising from phantom fabrication imprecision. CONCLUSIONS The authors have developed and validated a novel fiducial phantom-based CBCT beam geometry estimation algorithm that does not require precise positioning of the phantom at machine isocenter and is insensitive to positional imprecision of fiducial markers within the phantom due to fabrication errors. The method can accurately locate source and detector isocenters even when using an imprecise phantom, which is very important for measurement of isocenter coincidence of the therapy and on-board imaging systems.
Collapse
Affiliation(s)
- J Chetley Ford
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia 23298, USA.
| | | | | |
Collapse
|
12
|
Zheng D, Ford JC, Lu J, Lazos D, Hugo GD, Pokhrel D, Zhang L, Williamson JF. Bow-tie wobble artifact: effect of source assembly motion on cone-beam CT. Med Phys 2011; 38:2508-14. [PMID: 21776785 DOI: 10.1118/1.3582944] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE To investigate the cause of a bow-tie wobble artifact (BWA) discovered on Varian OBI CBCT images and to develop practical correction strategies. METHOD AND MATERIALS The dependence of the BWA on phantom geometry, phantom position, specific system, and reconstruction algorithm was investigated. Simulations were conducted to study the dependence of the BWA on scatter and beam hardening corrections. Geometric calibration was performed to rule out other gantry-angle dependent mechanical non-idealities as BWA causes. Air scans were acquired with ball-bearing markers to study the motions of the x-ray head assembly as functions of gantry angle. Based on measurements, we developed hypothesis regarding the BWA cause. Simulations were performed to validate our hypothesis. Two correction strategies were implemented: a measurement-based method, which acquires gantry-dependent normalization projections (NPs); and a model-based method that involves numerically shifting the single-angle NP to compensate for the previously-measured bow-tie-filter (BTF) motion. RESULTS The BWA has a diameter of approximately 15 cm, is centered at the isocenter, and is reproducible independent of phantom, position, system, reconstruction, and standard corrections, but only when the BTF is used. Measurements identified a 2D sinusoidal gantry-angle-dependent motion of the x-ray head assembly, and it was the BTF motion (>3 mm amplitude projected onto the detector) resulting an intensity mismatch between the all-angle CBCT projections and a single-angle NP that caused the BWA. Both correction strategies were demonstrated effective. CONCLUSIONS A geometric mismatch between the BTF modulation patterns on CBCT projections and on the NP causes the BWA. The BTF wobble requires additional degrees of freedom in CBCT geometric calibration to characterize.
Collapse
Affiliation(s)
- Dandan Zheng
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia 23298, USA.
| | | | | | | | | | | | | | | |
Collapse
|
13
|
Wang X, Zhong R, Bai S, Xu Q, Zhao Y, Wang J, Jiang X, Shen Y, Xu F, Wei Y. Lung tumor reproducibility with active breath control (ABC) in image-guided radiotherapy based on cone-beam computed tomography with two registration methods. Radiother Oncol 2011; 99:148-54. [PMID: 21620498 DOI: 10.1016/j.radonc.2011.05.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2010] [Revised: 04/14/2011] [Accepted: 05/03/2011] [Indexed: 10/18/2022]
Abstract
PURPOSE To study the inter- and intrafraction tumor reproducibility with active breath control (ABC) utilizing cone-beam computed tomography (CBCT), and compare validity of registration with two different regions of interest (ROI). METHODS AND MATERIALS Thirty-one lung tumors in 19 patients received conventional or stereotactic body radiotherapy with ABC. During each treatment, patients had three CBCT scanned before and after online position correction and after treatment. These CBCT images were aligned to the planning CT using the gray scale registration of tumor and bony registration of the thorax, and tumor position uncertainties were then determined. RESULTS The interfraction systematic and random translation errors in the left-right (LR), superior-inferior (SI) and anterior-posterior (AP) directions were 3.6, 4.8, and 2.9mm; 2.5, 4.5, and 3.5mm, respectively, with gray scale alignment; 1.9, 4.3, 2.0mm and 2.5, 4.4, 2.9mm, respectively, with bony alignment. The interfraction systematic and random rotation errors with gray scale and bony alignment groups ranged from 1.4° to 3.0° and 0.8° to 2.3°, respectively. The intrafraction systematic and random errors with gray scale registration in LR, SI, AP directions were 0.9, 2.0, 1.8mm and 1.5, 1.7, 2.9mm, respectively, for translation; 1.5°, 0.9°, 1.0° and 1.2°, 2.2°, 1.8°, respectively, for rotation. The translational errors in SI direction with bony alignment were significantly larger than that of gray scale (p<0.05). CONCLUSIONS With CBCT guided online correction the interfraction positioning errors can be markedly reduced. The intrafraction errors were not diminished by the use of ABC. Rotation errors were not very remarkable both inter- and intrafraction. Gray scale alignment of tumor may provide a better registration in SI direction.
Collapse
Affiliation(s)
- Xin Wang
- Department of Radiation Oncology, Sichuan University, Chengdu, People's Republic of China
| | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
Casamassima F, Masi L, Menichelli C, Bonucci I, Casamassima E, Lazzeri M, Gulisano M, Aterini S. Efficacy of eradicative radiotherapy for limited nodal metastases detected with choline PET scan in prostate cancer patients. TUMORI JOURNAL 2011; 97:49-55. [PMID: 21528664 DOI: 10.1177/030089161109700110] [Citation(s) in RCA: 96] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
AIMS AND BACKGROUND In patients with recurrent prostate cancer, discriminating local or systemic recurrence is critical to decide second-line treatment. We investigated the capability of stereotactic body radiotherapy to treat limited nodal recurrences, detected using choline PET scan. METHODS AND STUDY DESIGN Seventy-one patients with biochemical failure were studied after prostate cancer treatment: prostatectomy (28), radiotherapy (15) or both (28). Following computed tomography and choline PET imaging, stereotactic body radiotherapy was delivered on pathological lymphatic areas by 6 MV Linac, using dynamic micromultileaf collimation and intensity-modulated arc therapy optimization. Sixty days post-treatment, choline PET/CT imaging was carried out. RESULTS Median follow-up was 29 months (range, 14.4-48). Choline PET detected recurrences in 39 of 71 patients. Median PSA velocity was 0.40 ng/ml/year in PET-negative patients and 2.88 ng/ml/year in PET-positive subjects (P < 0.05). Twenty-five patients with limited nodal recurrences, out of the 71 submitted to choline PET, received eradicative radiotherapy. Persistent regression was recorded in 13; early spread to bone was found in 2 cases; lymph node recurrences in 8, all in sites outside the irradiated areas; 2 patients were lost to follow-up. At the 3-year follow-up, overall survival, disease-free survival and local control rates were 92%, 17% and 90%, respectively. In patients with a complete regression, PSA fell from 5.65 to 1.40 ng/ml (median). PSA nadir value (median 1.06 ng/ml) was maintained for 5.6 months (median). CONCLUSIONS Stereotactic body radiotherapy was effective in disease eradication of limited nodal recurrences from prostate cancer, saving patients from, or at least postponing, systemic treatments.
Collapse
|
15
|
Boda-Heggemann J, Fleckenstein J, Lohr F, Wertz H, Nachit M, Blessing M, Stsepankou D, Löb I, Küpper B, Kavanagh A, Hansen VN, Brada M, Wenz F, McNair H. Multiple breath-hold CBCT for online image guided radiotherapy of lung tumors: simulation with a dynamic phantom and first patient data. Radiother Oncol 2011; 98:309-16. [PMID: 21345509 DOI: 10.1016/j.radonc.2011.01.019] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2010] [Revised: 01/14/2011] [Accepted: 01/25/2011] [Indexed: 10/18/2022]
Abstract
BACKGROUND AND PURPOSE Computer controlled breath-hold effectively reduces organ motion for image-guided precision radiotherapy of lung tumors. However, the acquisition time of 3D cone-beam-CT (CBCT) exceeds maximum breath-hold times. We have developed an approach enabling online verification using CBCT image acquisition with ABC®-based breath-hold. METHODS Patient CBCT images were acquired with ABC®-based repeat breath-hold. The clinical situation was also simulated with a Motion Phantom. Reconstruction of patient and phantom images with selection of free-breathing and breath-hold projections only was performed. RESULTS CBCT-imaging in repeat breath-hold resulted in a precisely spherical appearance of a tumor-mimicking structure in the phantom. A faint "ghost" structure (free-breathing phases) can be clearly discriminated. Mean percentage of patient breath-hold time was 66%. Reconstruction based on free-breathing-only shows blurring of both tumor and diaphragm, reconstruction based on breath-hold projections only resulted in sharp contours of the same structures. From the phantom experiments, a maximal repositioning error of 1mm in each direction can be estimated. DISCUSSION AND CONCLUSION CBCT during repetitive breath hold provides reliable soft-tissue-based positioning. Fast 3D-imaging during one breath-hold is currently under development and has the potential to accelerate clinical linac-based volume imaging.
Collapse
Affiliation(s)
- Judit Boda-Heggemann
- Department of Radiation Oncology, University Medical Center Mannheim, University of Heidelberg, Theodor-Kutzer Ufer 1-3, Mannheim, Germany.
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
16
|
De Ruysscher D, Faivre-Finn C, Nestle U, Hurkmans CW, Le Péchoux C, Price A, Senan S. European Organisation for Research and Treatment of Cancer Recommendations for Planning and Delivery of High-Dose, High-Precision Radiotherapy for Lung Cancer. J Clin Oncol 2010; 28:5301-10. [DOI: 10.1200/jco.2010.30.3271] [Citation(s) in RCA: 203] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Purpose To derive recommendations for routine practice and clinical trials for techniques used in high-dose, high-precision thoracic radiotherapy for lung cancer. Methods A literature search was performed to identify published articles considered both clinically relevant and practical to use. Recommendations were categorized under the following headings: patient selection, patient positioning and immobilization, tumor motion, computed tomography and [18F]fluorodeoxyglucose–positron emission technology scanning, generating target volumes, radiotherapy treatment planning, treatment delivery, and scoring of response and toxicity. The American College of Chest Physicians grading of recommendations was used. Results Recommendations were identified for each of the recommendation categories. Although most of the recommended techniques have not been evaluated in multicenter clinical trials, their use in high-precision thoracic radiotherapy and stereotactic body radiotherapy (SBRT) appears to be justified on the basis of available evidence. Conclusion Recommendations to facilitate the clinical implementation of high-precision conformal radiotherapy and SBRT for lung tumors were identified from the literature. Some techniques that are considered investigational at present were also highlighted.
Collapse
Affiliation(s)
- Dirk De Ruysscher
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Corinne Faivre-Finn
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Ursula Nestle
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Coen W. Hurkmans
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Cécile Le Péchoux
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Allan Price
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| | - Suresh Senan
- From the Maastricht University Medical Center, GROW Research Institute, Maastricht; Free University Medical Center, Amsterdam; and Catharina Hospital, Eindhoven, the Netherlands; the Christie, Manchester; and Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom; Freiburg University Medical Center, Freiburg, Germany; and Gustave Roussy Institute, Villejuif, France
| |
Collapse
|
17
|
Worm ES, Hansen AT, Petersen JB, Muren LP, Præstegaard LH, Høyer M. Inter- and intrafractional localisation errors in cone-beam CT guided stereotactic radiation therapy of tumours in the liver and lung. Acta Oncol 2010; 49:1177-83. [PMID: 20590367 DOI: 10.3109/0284186x.2010.498435] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Localisation errors in cone-beam CT (CBCT) guided stereotactic body radiation therapy (SBRT) were evaluated and compared to positioning using the external coordinates of a stereotactic body frame (SBF) alone. Possible correlations to patient- or treatment-specific factors such as body mass index (BMI), planning time, treatment delivery time, and distance between tumour and spinal cord were explored to determine whether they influenced on the benefit of image-guidance. MATERIAL AND METHODS A total of 34 patients received SBRT (3 fractions) for tumours in the liver (15 patients) or the lung (19 patients). Immobilisation and positioning was obtained with a SBF. Pre- and post-treatment CBCT scans were registered with the bony anatomy of the planning CT to find inter- and intrafractional patient positioning errors (PPE). For lung tumour patients, matching was also performed on the tumours to find the tumour positioning errors (TPE) and baseline shifts relative to bony anatomy. RESULTS The mean inter- and intrafractional 3D vector PPE was 4.5 ± 2.7 mm (average ± SD) and 1.5 ± 0.6 mm, respectively, for the combined group of patients. For lung tumours, the interfractional misalignment was 5.6 ± 1.8 mm. The baseline shift was 3.9 ± 2.0 mm. Intrafractional TPE and baseline shifts were 2.1 ± 0.7 mm and 1.9 ± 0.6 mm, respectively. The magnitude of interfractional baseline shift was closely correlated with the distance between the tumour and the spinal cord. Intrafractional errors were independent of patient BMI, age or gender. CONCLUSION Image-guidance reduced setup errors considerably. The study demonstrated the benefit of CBCT-guidance regardless of patient specific factors such as BMI, age or gender. Protection of the spinal cord was facilitated by the correlation between the tumour position relative to the spinal cord and the magnitude of baseline shift.
Collapse
Affiliation(s)
- Esben S Worm
- Department of Medical Physics, Aarhus University Hospital, Aarhus, Denmark.
| | | | | | | | | | | |
Collapse
|
18
|
Grau C, Muren LP, Høyer M, Lindegaard J, Overgaard J. Image-guided adaptive radiotherapy - integration of biology and technology to improve clinical outcome. Acta Oncol 2009; 47:1182-5. [PMID: 18654901 DOI: 10.1080/02841860802282802] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
|