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Logan JK, Rineer J, Mercado C, Shah AP, Meeks SL, Kelly P. Adapting to the Adaptive Radiation Workflow: Incorporating Video Sign Out for Improved Safety and Efficiency as Part of Magnetic Resonance Image Guided Adaptive Radiation. Pract Radiat Oncol 2023; 13:e3-e6. [PMID: 35944807 DOI: 10.1016/j.prro.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 06/29/2022] [Accepted: 07/28/2022] [Indexed: 01/10/2023]
Abstract
: Magnetic resonance image guided adaptive radiation therapy (MRgART) represents a significant improvement in our ability to deliver therapeutic radiation. However, for the process of MRgART to be carried out safely and efficiently, the covering radiation oncologist must be aware of all aspects of a patient's case, because they will be required to recontour and replan the patient before each treatment. In this report, we will demonstrate our initial experience with a video sign-out process to convey the detailed level of information required for the covering physician to treat patients safely and effectively with MRgART. We then describe our optimized video sign-out process to allow for other centers to adopt a similar approach.
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Affiliation(s)
- Jennifer K Logan
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida.
| | - Justin Rineer
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida
| | - Catherine Mercado
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida
| | - Sanford L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida
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Zeidan OA, Pepmiller E, Willoughby T, Li Z, Burkavage J, Harper B, Fraser M, Moffatt K, Meeks SL, Ramakrishna N. Operational Performance of a Compact Proton Therapy System: A 5-Year Experience. Int J Part Ther 2022; 9:10-19. [PMID: 36060418 PMCID: PMC9415750 DOI: 10.14338/ijpt-21-00033.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 05/09/2022] [Indexed: 11/21/2022] Open
Abstract
Purpose We present an analysis of various operational metrics for a novel compact proton therapy system, including clinical case mix, subsystems utilization, and quality assurance trends in beam delivery parameters over a period of 5 years. Materials and Methods Patient-specific data from a total of 850 patients (25,567 fractions) have been collected and analyzed. The patient mix include a variety of simple, intermediate, and complex cases. Beam-specific delivery parameters for a total of 3585 beams were analyzed. In-room imaging system usage for off-line adaptive purpose is reported. We also report key machine performances metrics based on routine quality assurance in addition to uptime. Results Our analysis shows that system subcomponents including gantry and patient positioning system have maintained a tight mechanical tolerance over the 5-year period. Various beam parameters were all within acceptable tolerances with no clear trends. Utilization frequency histograms of gantry and patient positioning system show that only a small fraction of all available angles was used for patient deliveries with cardinal angels as the most usable. Similarly, beam-specific metrics, such as range, modulation, and air gaps, were clustered unevenly over the available range indicating that this compact system was more than capable to treat the complex variety of tumors of our patient mix. Conclusion Our data show that this compact system is versatile, robust, and capable of delivering complex treatments like a large full-gantry system. Utilization data show that a fraction of all subcomponents range of angular motion has been used. Compilation of beam-specific metrics, such as range and modulation, show uneven distributions with specific clustering over the entire usable range. Our findings could be used to further optimize the performance and cost-effectiveness of future compact proton systems.
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Affiliation(s)
- Omar A. Zeidan
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Ethan Pepmiller
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Twyla Willoughby
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Zhiqiu Li
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - James Burkavage
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Brian Harper
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Michael Fraser
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Katie Moffatt
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Sanford L. Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Naren Ramakrishna
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
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ur Rehman M, Zeidan OA, Willoughby T, Meeks SL, Kelly P, Erhart K. Dosimetric Comparison of Various Spot Placement Techniques in Proton Pencil Beam Scanning. Int J Part Ther 2022; 9:54-63. [PMID: 35774494 PMCID: PMC9238129 DOI: 10.14338/ijpt-21-00022.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 11/30/2021] [Indexed: 11/30/2022] Open
Abstract
Purpose To present quantitative dosimetric evaluations of five proton pencil beam spot placement techniques. Materials and Methods The spot placement techniques that were investigated include two grid-based (rectilinear grid and hexagonal grid, both commonly available in commercial planning systems) and three boundary-contoured (concentric contours, hybrid, and optimized) techniques. Treatment plans were created for two different target volumes, one spherical and one conical. An optimal set of planning parameters was defined for all treatment plans and the impact of spot placement techniques on the plan quality was evaluated in terms of lateral/distal dose falloff, normal tissue sparing, conformity and homogeneity of dose distributions, as well as total number of spots used. Results The results of this work highlight that for grid-based spot placement techniques, the dose conformity is dependent on target cross-sectional shape perpendicular to beam direction, which changes for each energy layer. This variable conformity problem is mitigated by using boundary contoured spot placement techniques. However, in the case of concentric contours, the conformity is improved but at the cost of decreased homogeneity inside the target. Hybrid and optimized spot placement techniques, which use contoured spots at the boundary and gridlike interior spot patterns, provide more uniform dose distributions inside the target volume while maintaining the improved dose conformity. The optimized spot placement technique improved target coverage, homogeneity of dose, and minimal number of spots. The dependence of these results on spot size is also presented for both target shapes. Conclusion This work illustrates that boundary-contoured spot placement techniques offer marked improvement in dosimetry metrics when compared to commercially available grid-based techniques for a range of proton scanned beam spot sizes.
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Meeks SL, Shang MH, Willoughby TR, Kelly P, Shah AP. Research productivity of radiation therapy physics faculty in the United States. J Appl Clin Med Phys 2021; 22:185-195. [PMID: 34697869 PMCID: PMC8598152 DOI: 10.1002/acm2.13456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 08/27/2021] [Accepted: 10/04/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose Research productivity metrics are important for decisions regarding hiring, retention, and promotion in academic medicine, and these metrics can vary widely among different disciplines. This article examines productivity metrics for radiation therapy physicists (RTP) in the United States. Methods and materials Database searches were performed for RTP faculty at US institutions that have RTP residencies accredited by the Commission on Accreditation of Medical Physics Education Programs (CAMPEP). Demographics, academic rank, number of publications, academic career length, Hirsch index (h‐index), m‐quotient, and history of National Institutes of Health (NIH) funding as a principal investigator (PI) were collected for each RTP. Logistic regression was performed to determine the probability of academic rank as a function of h‐index and m‐quotient. Statistical tests used included the Wilcoxon ranked sum test and the Pearson χ2 test. Results A total of 1038 faculty and staff were identified at 78 institutions with CAMPEP‐accredited residencies. The average RTP academic career duration is 13.5 years, with 46.7 total publications, h‐index of 10.7, and m‐quotient of 0.66. Additionally, 10.5% of RTP have a history of NIH funding as a PI. Large disparities were found in academic productivity of doctoral‐prepared physicists compared to those with a terminal master's degree. For differences in junior and senior faculty, statistical tests yielded significance in career duration, number of publications, h‐index, and m‐quotient. Gender disparities were identified in the overall distribution of RTP consistent with the membership of the American Association of Physicists in Medicine. Further gender disparities were found in the number of doctoral‐prepared RTP and physicists in senior faculty roles. Conclusions This manuscript provides objective benchmark data regarding research productivity of academic RTP. These data may be of interest to faculty preparing for promotion, and also to institutional leadership.
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Affiliation(s)
- Sanford L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida, USA
| | - Michael H Shang
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida, USA
| | - Twyla R Willoughby
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida, USA
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida, USA
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, Florida, USA
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Meeks SL, Mathews R, Mojica J, Shah AP, Kelly P, Dvorak T. Impact of Radiation Oncology Alternative Payment Model on Community Cancer Centers. JCO Oncol Pract 2021; 17:e1949-e1957. [PMID: 34460290 DOI: 10.1200/op.21.00298] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE An episode-based payment model, the Radiation Oncology Alternative Payment Model (RO-APM), is scheduled to go into effect in January 2022. This article investigates the effects of RO-APM on hospital-based and freestanding community centers. METHODS Historical Medicare data used to generate the RO-APM base rates were reviewed. A sensitivity analysis was performed to show how the RO-APM reimbursements compare with current reimbursements for commonly accepted treatment schedules and with current reimbursements at a large community practice. RESULTS The RO-APM base rates represent a 2.2% decrease in overall Medicare reimbursement. Freestanding centers have historically billed at higher rates than hospital-based centers, however, and the RO-APM base rates represent a 6% decrease in global reimbursement for freestanding centers. The sensitivity analysis showed that, except for proton therapy, moderately hypofractionated treatment schedules will receive comparable reimbursement under RO-APM. Treatments using higher numbers of fractions of intensity-modulated radiation therapy or protons will see larger decreases in reimbursement. Application of the RO-APM base rates to the 2020 Medicare treatments in our health care network would result in small changes in expected reimbursement, but our sensitivity analysis indicated that Medicare reimbursement reductions could be as large as 23%. CONCLUSION Compared with historical Medicare reimbursement, RO-APM base rates provide lower reimbursement for many common treatment scenarios, and this will have a larger effect on centers that use complex treatment techniques and longer fractionation schedules or have a large Medicare population.
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Affiliation(s)
- Sanford L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
| | - Ryan Mathews
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
| | - Jennifer Mojica
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
| | - Tomas Dvorak
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL
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Willoughby TR, Boczkowski A, Meeks SL, Bova FJ, Zeidan OA, Erhart K, Kelly P. Design and characterization of a prototype tertiary device for proton beam stereotactic radiosurgery. Biomed Phys Eng Express 2021; 7. [PMID: 34087816 DOI: 10.1088/2057-1976/ac086b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 06/04/2021] [Indexed: 11/12/2022]
Abstract
Though potentially beneficial, proton beam stereotactic radiosurgery has not been adopted widely secondary to the technical challenge of safely delivering multiple focused beams of proton radiation. In this study, we describe the design and characterization of a proton beam stereotactic radiosurgery system that can be adopted by existing passive scattering systems. This system utilizes a helmet-like device in which patient-specific brass apertures required for final beam collimation are positioned on a scaffold that is separate from the treatment gantry. The proton snout is then fitted with a generic aperture to focus the primary proton beam onto the patient specific apertures that are in the helmet-like device. The patient-specific apertures can all be placed at the start of the treatment, thus treatment with multiple beams can be accomplished without the delay of switching the apertures. In this report we describe a prototype design of this collimation system and dosimetric testing to verify efficacy. Subsequently, we describe a custom 3D printing of a prototype device and report on overall localization accuracy using Winston-Lutz tests. Our results show that it is possible to develop an add-on device for proton beam radiosurgery that is safe and efficient and capable of wide adoption on existing proton delivery systems.
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Affiliation(s)
- T R Willoughby
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, United States of America
| | - A Boczkowski
- Department of Neurosurgery, University of Florida, Gainesville, FL, United States of America
| | - S L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, United States of America
| | - F J Bova
- Department of Neurosurgery, University of Florida, Gainesville, FL, United States of America
| | - O A Zeidan
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, United States of America
| | - K Erhart
- DotDecimal, Sanford, FL, United States of America
| | - P Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, United States of America
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Kubli A, Pukala J, Shah AP, Kelly P, Langen KM, Bova FJ, Mañon RR, Meeks SL. Variability in commercially available deformable image registration: A multi-institution analysis using virtual head and neck phantoms. J Appl Clin Med Phys 2021; 22:89-96. [PMID: 33783960 PMCID: PMC8130225 DOI: 10.1002/acm2.13242] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 01/28/2021] [Accepted: 03/02/2021] [Indexed: 11/09/2022] Open
Abstract
PURPOSE The purpose of this study was to evaluate the performance of three common deformable image registration (DIR) packages across algorithms and institutions. METHODS AND MATERIALS The Deformable Image Registration Evaluation Project (DIREP) provides ten virtual phantoms derived from computed tomography (CT) datasets of head-and-neck cancer patients over a single treatment course. Using the DIREP phantoms, DIR results from 35 institutions were submitted using either Velocity, MIM, or Eclipse. Submitted deformation vector fields (DVFs) were compared to ground-truth DVFs to calculate target registration error (TRE) for six regions of interest (ROIs). Statistical analysis was performed to determine the variability between each DIR software package and the variability of users within each algorithm. RESULTS Overall mean TRE was 2.04 ± 0.35 mm for Velocity, 1.10 ± 0.29 mm for MIM, and 2.35 ± 0.15 mm for Eclipse. The MIM mean TRE was significantly different than both Velocity and Eclipse for all ROIs. Velocity and Eclipse mean TREs were not significantly different except for when evaluating the registration of the cord or mandible. Significant differences between institutions were found for the MIM and Velocity platforms. However, these differences could be explained by variations in Velocity DIR parameters and MIM software versions. CONCLUSIONS Average TRE was shown to be <3 mm for all three software platforms. However, maximum errors could be larger than 2 cm indicating that care should be exercised when using DIR. While MIM performed statistically better than the other packages, all evaluated algorithms had an average TRE better than the largest voxel dimension. For the phantoms studied here, significant differences between algorithm users were minimal suggesting that the algorithm used may have more impact on DIR accuracy than the particular registration technique employed. A significant difference in TRE was discovered between MIM versions showing that DIR QA should be performed after software upgrades as recommended by TG-132.
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Affiliation(s)
- Alex Kubli
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Jason Pukala
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Katja M Langen
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | - Frank J Bova
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
| | - Rafael R Mañon
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Sanford L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
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Sprowls CJ, Shah AP, Kelly P, Burch DR, Mathews RS, Swanick CW, Meeks SL. Whole brain radiotherapy with hippocampal sparing using Varian HyperArc. Med Dosim 2021; 46:264-268. [PMID: 33771435 DOI: 10.1016/j.meddos.2021.02.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 01/08/2021] [Accepted: 02/05/2021] [Indexed: 11/27/2022]
Abstract
The purpose of this work was to evaluate using Varian HyperArc as a planning and treatment solution for whole brain radiotherapy (WBRT) with hippocampal sparing following Radiation Therapy Oncology Group (RTOG) 0933 dosimetric criteria. Ten patients previously treated for intracranial lesions were retrospectively planned for WBRT with hippocampal sparing using HyperArc and a 2-arc coplanar VMAT technique. The whole brain and hippocampus were delineated on fused MRI and CT datasets. The planning target volume (PTV), defined as the whole brain excluding the hippocampal avoidance region, was prescribed 30 Gy in 10 fractions. Plans were evaluated using dosimetric parameters which included the volume of 105% of the prescription dose (V105%) and the maximum dose to the PTV, and the minimum dose to the hippocampus. The planning time, delivery time, and delivery quality assurance (QA) results were also evaluated. Statistical significance was performed between the HyperArc and coplanar VMAT metrics using the Wilcoxon signed-rank test with a significance level of 0.05. All plans met RTOG 0933 dosimetric criteria. HyperArc plans demonstrated significant improvements in PTV dosimetric quality which included a reduced V105% of 6 ± 7% and decreased maximum dose of 1.3 ± 0.3 Gy, compared to coplanar VMAT. Significant OAR sparing was also found for HyperArc plans that included a decreased minimum dose to the hippocampus of 0.3 ± 0.3 Gy. Coplanar VMAT plans resulted in significantly shorter planning and delivery times, compared to HyperArc, by 2.4 minutes and 1.5 minutes, respectively. No significant difference was found between the delivery QA results. This study demonstrated using Varian HyperArc as a planning and treatment solution for WBRT with hippocampal sparing following RTOG 0933 dosimetric criteria. The primary advantages of WBRT with hippocampal sparing using HyperArc, compared to coplanar VMAT, are the gains in OAR sparing and reduced high dose volumes to the PTV.
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Affiliation(s)
- Cameron J Sprowls
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA.
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Doug R Burch
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Ryan S Mathews
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Cameron W Swanick
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
| | - Sanford L Meeks
- Department of Radiation Oncology, Orlando Health Cancer Institute, Orlando, FL, USA
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Kielbasa JE, Meeks SL, Kelly P, Willoughby TR, Zeidan O, Shah AP. Evaluation of cine imaging during multileaf collimator and gantry motion for real-time magnetic resonance guided radiation therapy. J Appl Clin Med Phys 2020; 21:178-187. [PMID: 33226709 PMCID: PMC7769407 DOI: 10.1002/acm2.13085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 08/11/2020] [Accepted: 08/17/2020] [Indexed: 11/22/2022] Open
Abstract
Purpose Real‐time magnetic resonance guided radiation therapy (MRgRT) uses 2D cine imaging for target tracking. This work evaluates the percent image uniformity (PIU) and spatial integrity of cine images in the presence of multileaf collimator (MLC) and gantry motion in order to simulate sliding window and volumetric modulated arc therapy (VMAT) conditions. Methods Percent image uniformity and spatial integrity of cine images were measured (1) during MLC motion, (2) as a function of static gantry position, and (3) during gantry rotation. PIU was calculated according to the ACR MRI Quality Control Manual. Spatial integrity was evaluated by measuring the geometric distortion of 16 measured marker positions (10 cm or 15.225 cm from isocenter). Results The PIU of cine images did not vary by more than 1% from static linac conditions during MLC motion and did not vary by more than 3% during gantry rotation. Banding artifacts were present during gantry rotation. The geometric distortion in the cine images was less than 0.88 mm for all points measured throughout MLC motion. For all static gantry positions, the geometric distortion was less than 0.88 mm at 10 cm from isocenter and less than 1.4 mm at 15.225 cm from isocenter. During gantry rotation, the geometric distortion remained less than 0.92 mm at 10 cm from isocenter and less than 1.60 mm at 15.225 cm from isocenter. Conclusion During MLC motion, cine images maintained adequate PIU, and the geometric distortion of points within 15.225 cm from isocenter was less than the 1 mm threshold necessary for real‐time target tracking and gating. During gantry rotation, PIU was negatively affected by banding artifacts, and spatial integrity was only maintained within 10 cm from isocenter. Future work should investigate the effects imaging artifacts have on real‐time target tracking during MRgRT.
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Affiliation(s)
- Jerrold E Kielbasa
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
| | - Sanford L Meeks
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
| | - Twyla R Willoughby
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
| | - Omar Zeidan
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health - UF Health Cancer Center, Orlando, FL, USA
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Meeks SL, Shah AP, Sood G, Dvorak T, Zeidan OA, Meeks DT, Kelly P. Effect of Proposed Episode-Based Payment Models on Advanced Radiotherapy Procedures. JCO Oncol Pract 2020; 17:e1943-e1948. [PMID: 33170747 DOI: 10.1200/op.20.00495] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE An episode-based payment model, the Radiation Oncology Alternative Payment Model (RO-APM), has been proposed for Medicare reimbursement of radiation services provided to oncology patients. RO-APM may have significant impact on reimbursement for specific patient populations. METHODS This investigation compares historical fee-for-service technical reimbursement estimates at a large hospital-based system to the RO-APM for advanced radiotherapy treatment of specific cancer types. These advanced techniques, stereotactic radiosurgery (SRS), stereotactic body radiotherapy (SBRT), online-adaptive SBRT, and proton therapy, were specifically chosen because they are resource intensive and are correspondingly among the most expensive radiation oncology procedures. A total of 203 Medicare patients were analyzed. RESULTS RO-APM base-rate reimbursements were similar for SRS and were 38%-47% higher for SBRT. The proposed rates were 1%-31% lower for online-adaptive SBRT, and 48%-71% lower for proton therapy. CONCLUSION These data suggest that the RO-APM may have the desired effect of encouraging shorter courses of radiotherapy, such as SBRT. However, emerging technologies that require large capital and operating investments may see an overall significant reduction in proposed reimbursement.
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Affiliation(s)
- Sanford L Meeks
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Amish P Shah
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Gaurav Sood
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Tomas Dvorak
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Omar A Zeidan
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Dylan T Meeks
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL
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Shah AP, Meeks DT, Willoughby TR, Ramakrishna N, Warner CJ, Swanick CW, Kelly P, Meeks SL. Intrafraction motion during frameless radiosurgery using Varian HyperArc TM and BrainLab Elements TM immobilization systems. J Radiosurg SBRT 2020; 7:149-156. [PMID: 33282468 PMCID: PMC7717095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 06/26/2020] [Indexed: 06/12/2023]
Abstract
Commercial systems such as Varian HyperArcTM and BrainLab Elements MultiMetTM have been developed that allow radiosurgery treatment of multiple brain metastases using a single isocenter. Each software package places increased demands on frameless immobilization and requires the use of a specific immobilization system: the QFix-Encompass system for Varian and the BrainLab frameless-mask system for BrainLab. At our institution, patients receiving traditional radiosurgery (one isocenter per target lesion) were treated using both immobilization systems. Intrafraction motion was determined for each patient using multiple cone-beam CT scans and the same image-registration software during treatment. There were no statistically-significant differences in mean absolute translational shifts between the two mask systems, with a mean 3D-vector motion of approximately 0.43 mm for both systems. There were also no statistically-significant differences in the mean absolute rotational shifts between the two mask systems. Although the average residual errors were insignificant between the mask systems, special attention should be paid to individual maximum shifts with both systems. Large maximum rotational misalignments could present significant misalignment of lesions as distance increases from the isocenter. Finally, large maximum shifts highlight the need for real-time monitoring of patient movement during radiosurgery of multiple lesions using a single isocenter.
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Affiliation(s)
- Amish P. Shah
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Dylan T. Meeks
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Twyla R. Willoughby
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Naren Ramakrishna
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Christopher J. Warner
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Cameron W. Swanick
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Patrick Kelly
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Sanford L. Meeks
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
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Ur Rehman M, Erhart K, Kielbasa J, Meeks SL, Li Z, Willoughby T, Ramakrishna N, Stephenson K, Rahman TS, Kelly P, Zeidan O. An optimized approach for robust spot placement in proton pencil beam scanning. Phys Med Biol 2019; 64:235016. [PMID: 31618722 DOI: 10.1088/1361-6560/ab4e78] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Maintaining a sharp lateral dose falloff in pencil beam scanning (PBS) proton therapy is crucial for sparing organs at risk (OARs), especially when they are in close proximity to the target volume. The most common approach to improve lateral dose falloff is through the use of physical beam shaping devices, such as brass apertures or collimator based systems. A recently proposed approach focuses on proton beam spot placements, moving away from traditional grid-based placements to concentric-contours based schemes. This improves lateral dose falloff in two ways: (1) by better conforming all spots to the tumor boundary and (2) allowing for 'edge enhancement', where boundary spots deliver higher fluence than more central spots, thereby creating a steeper lateral dose falloff. However, these benefits come at the expense of maintaining uniformity of spot distribution inside the target volume. In this work we have developed a new optimized spot placement scheme that provides robust spot distributions inside the target. This approach achieves the boundary conformity of a concentric-contours based approach and uses a fast-iterative method to distribute the interior spots in a highly uniform fashion in an attempt to improve both the lateral dose falloff and uniformity. Furthermore, we quantified the impact of this new approach through direct comparison with grid, contour, and hybrid spot placements schemes, showing improvements for this new approach. The results were validated in homogeneous medium for two different target shapes having concave and convex geometry.
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Affiliation(s)
- Mahboob Ur Rehman
- University of Central Florida, Orlando, FL, United States of America
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Batsuli G, Ito J, Mercer R, Baldwin WH, Cox C, Parker ET, Healey JF, Lollar P, Meeks SL. Anti-C1 domain antibodies that accelerate factor VIII clearance contribute to antibody pathogenicity in a murine hemophilia A model. J Thromb Haemost 2018; 16:1779-1788. [PMID: 29981270 PMCID: PMC6123829 DOI: 10.1111/jth.14233] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Indexed: 01/06/2023]
Abstract
Essentials Inhibitor formation remains a challenging complication of hemophilia A care. The Bethesda assay is the primary method used for determining bleeding risk and management. Antibodies that block factor VIII binding to von Willebrand factor can increase FVIII clearance. Antibodies that increase clearance contribute to antibody pathogenicity. SUMMARY Background The development of neutralizing anti-factor VIII (FVIII) antibodies remains a challenging complication of modern hemophilia A care. In vitro assays are the primary method used for quantifying inhibitor titers, predicting bleeding risk, and determining bleeding management. However, other mechanisms of inhibition are not accounted for in these assays, which may result in discrepancies between the inhibitor titer and clinical bleeding symptoms. Objectives To evaluate FVIII clearance in vivo as a potential mechanism for antibody pathogenicity and to determine whether increased FVIII dosing regimens correct the associated bleeding phenotype. Methods FVIII-/- or FVIII-/- /von Willebrand factor (VWF)-/- mice were infused with anti-FVIII mAbs directed against the FVIII C1, C2 or A2 domains, followed by infusion of FVIII. Blood loss via the tail snip bleeding model, FVIII activity and FVIII antigen levels were subsequently measured. Results Pathogenic anti-C1 mAbs that compete with VWF for FVIII binding increased the clearance of FVIII-mAb complexes in FVIII-/- mice but not in FVIII-/- /VWF-/- mice. Additionally, pathogenic anti-C2 mAbs that inhibit FVIII binding to VWF increased FVIII clearance in FVIII-/- mice. Anti-C1, anti-C2 and anti-A2 mAbs that do not inhibit VWF binding did not accelerate FVIII clearance. Infusion of increased doses of FVIII in the presence of anti-C1 mAbs partially corrected blood loss in FVIII-/- mice. Conclusions A subset of antibodies that inhibit VWF binding to FVIII increase the clearance of FVIII-mAb complexes, which contributes to antibody pathogenicity. This may explain differences in the bleeding phenotype observed despite factor replacement in some patients with hemophilia A and low-titer inhibitors.
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MESH Headings
- Animals
- Antibodies, Heterophile/administration & dosage
- Antibodies, Heterophile/immunology
- Antibodies, Heterophile/toxicity
- Antibodies, Monoclonal/administration & dosage
- Antibodies, Monoclonal/immunology
- Antibodies, Monoclonal/toxicity
- Antibodies, Neutralizing/administration & dosage
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/toxicity
- Epitopes/immunology
- Factor VIII/antagonists & inhibitors
- Factor VIII/immunology
- Factor VIII/pharmacokinetics
- Hemophilia A/drug therapy
- Hemophilia A/immunology
- Hemorrhage/etiology
- Inhibitory Concentration 50
- Mice
- Mice, 129 Strain
- Mice, Inbred C57BL
- Models, Animal
- Phenotype
- Protein Domains
- von Willebrand Diseases
- von Willebrand Factor/metabolism
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Affiliation(s)
- G Batsuli
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - J Ito
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - R Mercer
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - W H Baldwin
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - C Cox
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - E T Parker
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - J F Healey
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - P Lollar
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - S L Meeks
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
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Willoughby TR, Meeks SL, Kelly P, Dvorak T, Muller K, Dana TM, Bova F. Development of a Virtual Radiation Oncology Clinic for training and simulation of errors in the radiation oncology workflow. Pract Radiat Oncol 2018; 8:239-244. [DOI: 10.1016/j.prro.2018.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Revised: 12/29/2017] [Accepted: 01/07/2018] [Indexed: 11/17/2022]
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Oliver JA, Zeidan O, Meeks SL, Shah AP, Pukala J, Kelly P, Ramakrishna NR, Willoughby TR. Commissioning an in-room mobile CT for adaptive proton therapy with a compact proton system. J Appl Clin Med Phys 2018; 19:149-158. [PMID: 29682879 PMCID: PMC5978963 DOI: 10.1002/acm2.12319] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 11/20/2017] [Accepted: 02/06/2018] [Indexed: 11/16/2022] Open
Abstract
Purpose To describe the commissioning of AIRO mobile CT system (AIRO) for adaptive proton therapy on a compact double scattering proton therapy system. Methods A Gammex phantom was scanned with varying plug patterns, table heights, and mAs on a CT simulator (CT Sim) and on the AIRO. AIRO‐specific CT‐stopping power ratio (SPR) curves were created with a commonly used stoichiometric method using the Gammex phantom. A RANDO anthropomorphic thorax, pelvis, and head phantom, and a CIRS thorax and head phantom were scanned on the CT Sim and AIRO. Clinically realistic treatment plans and nonclinical plans were generated on the CT Sim images and subsequently copied onto the AIRO CT scans for dose recalculation and comparison for various AIRO SPR curves. Gamma analysis was used to evaluate dosimetric deviation between both plans. Results AIRO CT values skewed toward solid water when plugs were scanned surrounded by other plugs in phantom. Low‐density materials demonstrated largest differences. Dose calculated on AIRO CT scans with stoichiometric‐based SPR curves produced over‐ranged proton beams when large volumes of low‐density material were in the path of the beam. To create equivalent dose distributions on both data sets, the AIRO SPR curve's low‐density data points were iteratively adjusted to yield better proton beam range agreement based on isodose lines. Comparison of the stoichiometric‐based AIRO SPR curve and the “dose‐adjusted” SPR curve showed slight improvement on gamma analysis between the treatment plan and the AIRO plan for single‐field plans at the 1%, 1 mm level, but did not affect clinical plans indicating that HU number differences between the CT Sim and AIRO did not affect dose calculations for robust clinical beam arrangements. Conclusion Based on this study, we believe the AIRO can be used offline for adaptive proton therapy on a compact double scattering proton therapy system.
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Affiliation(s)
| | - Omar Zeidan
- Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | | | - Amish P Shah
- Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Jason Pukala
- Orlando Health UF Health Cancer Center, Orlando, FL, USA
| | - Patrick Kelly
- Orlando Health UF Health Cancer Center, Orlando, FL, USA
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Oliver JA, Zeidan OA, Meeks SL, Shah AP, Pukala J, Kelly P, Ramakrishna NR, Willoughby TR. The Mobius AIRO mobile CT for image-guided proton therapy: Characterization & commissioning. J Appl Clin Med Phys 2017; 18:130-136. [PMID: 28436155 PMCID: PMC5689854 DOI: 10.1002/acm2.12084] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 01/12/2017] [Accepted: 02/06/2017] [Indexed: 11/10/2022] Open
Abstract
PURPOSE The purpose of this study was to characterize the Mobius AIRO Mobile CT System for localization and image-guided proton therapy. This is the first known application of the AIRO for proton therapy. METHODS Five CT images of a Catphan® 504 phantom were acquired on the AIRO Mobile CT System, Varian EDGE radiosurgery system cone beam CT (CBCT), Philips Brilliance Big Bore 16 slice CT simulator, and Siemens SOMATOM Definition AS 20 slice CT simulator. DoseLAB software v.6.6 was utilized for image quality analysis. Modulation transfer function, scaling discrepancy, geometric distortion, spatial resolution, overall uniformity, minimum uniformity, contrast, high CNR, and maximum HU deviation were acquired. Low CNR was acquired manually using the CTP515 module. Localization accuracy and CT Dose Index were measured and compared to reported values on each imaging device. For treatment delivery systems (Edge and Mevion), the localization accuracy of the 3D imaging systems were compared to 2D imaging systems on each system. RESULTS The AIRO spatial resolution was 0.21 lp mm-1 compared with 0.40 lp mm-1 for the Philips CT Simulator, 0.37 lp mm-1 for the Edge CBCT, and 0.35 lp mm-1 for the Siemens CT Simulator. AIRO/Siemens and AIRO/Philips differences exceeded 100% for scaling discrepancy (191.2% and 145.8%). The AIRO exhibited higher dose (>27 mGy) than the Philips CT Simulator. Localization accuracy (based on the MIMI phantom) was 0.6° and 0.5 mm. Localization accuracy (based on Stereophan) demonstrated maximum AIRO-kV/kV shift differences of 0.1 mm in the x-direction, 0.1 mm in the y-direction, and 0.2 mm in the z-direction. CONCLUSIONS The localization accuracy of AIRO was determined to be within 0.6° and 0.5 mm despite its slightly lower image quality overall compared to other CT imaging systems at our institution. Based on our study, the Mobile AIRO CT system can be utilized accurately and reliably for image-guided proton therapy.
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Affiliation(s)
- Jasmine A. Oliver
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Omar A. Zeidan
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Sanford L. Meeks
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Amish P. Shah
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Jason Pukala
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Patrick Kelly
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Naren R. Ramakrishna
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
| | - Twyla R. Willoughby
- Department of Radiation OncologyUF Health Cancer Center – Orlando HealthOrlandoFLUSA
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Oliver JA, Kelly P, Meeks SL, Willoughby TR, Shah AP. Orthogonal image pairs coupled with OSMS for noncoplanar beam angle, intracranial, single-isocenter, SRS treatments with multiple targets on the Varian Edge radiosurgery system. Adv Radiat Oncol 2017; 2:494-502. [PMID: 29114618 PMCID: PMC5605313 DOI: 10.1016/j.adro.2017.04.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 04/14/2017] [Accepted: 04/19/2017] [Indexed: 12/02/2022] Open
Abstract
Purpose To characterize the accuracy of noncoplanar image guided radiation therapy with the Varian Edge radiosurgery system for intracranial stereotactic radiosurgery (SRS) treatments by assessing the accuracy of kV/kV orthogonal pair registration with Optical Surface Monitoring System (OSMS) monitoring relative to cone beam computed tomography (CT). Methods and materials A Computerized Imaging Reference System head phantom and Encompass SRS Immobilization System were used to determine collision-free space for orthogonal image pairs (kV/kV) for couch rotations (CRs) of 45°, 30°, 15°, 345°, 330°, and 315°. Couch-induced shifts were measured using kV/kV orthogonal image pairs, OSMS, and cone beam CT. The kV/kV image pairs and OSMS localization accuracy was also assessed with respect to cone beam CT. Results Mean orthogonal image pair differences for 315°, 330°, 345°, 15°, 30°, and 45° CRs were ≤±0.60 mm and ±0.37°. OSMS localization accuracy was ≤±0.25 mm and ±0.20°. Correspondingly, kV/kV localization accuracy was ≤±0.30 mm and ±0.5°. Shift differences for various image pairs at all CRs were ≤±1.10 mm and ±0.7°. Cone beam CT deviation was 0.10 mm and 0.00° without patient motion or CR. Conclusion Based on our study, CR-induced shifts with the Varian Edge radiosurgery system will not produce noticeable dosimetric effects for SRS treatments. Thus, replacing cone beam CT with orthogonal kV/kV pairs coupled with OSMS at the treatment couch angle could reduce the number of cone beam CT scans that are acquired during a standard SRS treatment while providing an accurate and safe treatment with negligible dosimetric effects on the treatment plan.
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Affiliation(s)
| | | | | | | | - Amish P. Shah
- Corresponding author. Department of Radiation Oncology, UF Health Cancer Center – Orlando Health, 1400 S. Orange Avenue, Orlando, FL 32806.Department of Radiation OncologyUF Health Cancer Center – Orlando Health1400 S. Orange AvenueOrlandoFL32806
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Abstract
INTRODUCTION Haemophilia A is an X-linked bleeding disorder characterized by a deficiency of coagulation protein factor VIII (FVIII). A challenging complication of therapeutic FVIII infusions is the formation of neutralizing alloantibodies against the FVIII protein defined as inhibitors. The development of FVIII inhibitors drastically alters the quality of life of the patients and is associated with tremendous increases in morbidity as well as treatment costs. AIM Current clinical immune tolerance induction protocols to reverse inhibitors are lengthy, costly and not effective in all patients. Prophylactic protocols to prevent inhibitor formation have not yet been developed in the clinical setting. However, there has been ample progress towards this goal in recent years in preclinical studies using animal models of haemophilia. METHODS Here, we review the mechanisms that lead to inhibitor formation against FVIII and two promising new strategies for antigen-specific tolerance induction. RESULTS CD4+ T cells play an important role in the FVIII-specific B cell response. Immune tolerance can be induced based on transplacental delivery of FVIII domains fused to Fc or on oral delivery of leaf cells from chloroplast transgenic crop plants. CONCLUSIONS Recent literature suggests that prophylactic tolerance induction protocols for FVIII may be feasible in haemophilia A patients.
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Affiliation(s)
- G Batsuli
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta/Emory University, Atlanta, GA, USA
| | - S L Meeks
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta/Emory University, Atlanta, GA, USA
| | - R W Herzog
- Department of Pediatrics, University of Florida, Gainesville, FL, USA
| | - S Lacroix-Desmazes
- Sorbonne Universités, UPMC Univ Paris 06, INSERM, Université Paris Descartes, Sorbonne Paris Cité, UMR_S 1138, Centre de Recherche des Cordeliers, Paris, France
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19
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Pukala J, Johnson PB, Shah AP, Langen KM, Bova FJ, Staton RJ, Mañon RR, Kelly P, Meeks SL. Benchmarking of five commercial deformable image registration algorithms for head and neck patients. J Appl Clin Med Phys 2016; 17:25-40. [PMID: 27167256 PMCID: PMC5690934 DOI: 10.1120/jacmp.v17i3.5735] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Revised: 01/18/2016] [Accepted: 01/14/2016] [Indexed: 11/23/2022] Open
Abstract
Benchmarking is a process in which standardized tests are used to assess system performance. The data produced in the process are important for comparative purposes, particularly when considering the implementation and quality assurance of DIR algorithms. In this work, five commercial DIR algorithms (MIM, Velocity, RayStation, Pinnacle, and Eclipse) were benchmarked using a set of 10 virtual phantoms. The phantoms were previously developed based on CT data collected from real head and neck patients. Each phantom includes a start of treatment CT dataset, an end of treatment CT dataset, and the ground‐truth deformation vector field (DVF) which links them together. These virtual phantoms were imported into the commercial systems and registered through a deformable process. The resulting DVFs were compared to the ground‐truth DVF to determine the target registration error (TRE) at every voxel within the image set. Real treatment plans were also recalculated on each end of treatment CT dataset and the dose transferred according to both the ground‐truth and test DVFs. Dosimetric changes were assessed, and TRE was correlated with changes in the DVH of individual structures. In the first part of the study, results show mean TRE on the order of 0.5 mm to 3 mm for all phantoms and ROIs. In certain instances, however, misregistrations were encountered which produced mean and max errors up to 6.8 mm and 22 mm, respectively. In the second part of the study, dosimetric error was found to be strongly correlated with TRE in the brainstem, but weakly correlated with TRE in the spinal cord. Several interesting cases were assessed which highlight the interplay between the direction and magnitude of TRE and the dose distribution, including the slope of dosimetric gradients and the distance to critical structures. This information can be used to help clinicians better implement and test their algorithms, and also understand the strengths and weaknesses of a dose adaptive approach. PACS number(s): 87.57.nj, 87.55.dk, 87.55.Qr
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20
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Tran DQ, Harvey RD, Meeks SL, Chapman R, Kempton CL. Use of factor VIII after inhibitor clearance in patients with moderate haemophilia A: a case series. Haemophilia 2014; 20:e344-6. [PMID: 24750497 DOI: 10.1111/hae.12452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/24/2014] [Indexed: 11/29/2022]
Affiliation(s)
- D Q Tran
- Department of Hematology and Medical Oncology, Emory University, School of Medicine, Atlanta, GA, USA
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Waghorn BJ, Shah AP, Rineer JM, Langen KM, Meeks SL. A margin-based analysis of the dosimetric impact of motion on step-and-shoot IMRT lung plans. Radiat Oncol 2014; 9:46. [PMID: 24499602 PMCID: PMC3922402 DOI: 10.1186/1748-717x-9-46] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Accepted: 02/01/2014] [Indexed: 12/25/2022] Open
Abstract
Purpose Intrafraction motion during step-and-shoot (SNS) IMRT is known to affect the target dosimetry by a combination of dose blurring and interplay effects. These effects are typically managed by adding a margin around the target. A quantitative analysis was performed, assessing the relationship between target motion, margin size, and target dosimetry with the goal of introducing new margin recipes. Methods A computational algorithm was used to calculate 1,174 motion-encoded dose distributions and DVHs within the patient’s CT dataset. Sinusoidal motion tracks were used simulating intrafraction motion for nine lung tumor patients, each with multiple margin sizes. Results D95% decreased by less than 3% when the maximum target displacement beyond the margin experienced motion less than 5 mm in the superior-inferior direction and 15 mm in the anterior-posterior direction. For target displacements greater than this, D95% decreased rapidly. Conclusions Targets moving in excess of 5 mm outside the margin can cause significant changes to the target. D95% decreased by up to 20% with target motion 10 mm outside the margin, with underdosing primarily limited to the target periphery. Multi-fractionated treatments were found to exacerbate target under-coverage. Margins several millimeters smaller than the maximum target displacement provided acceptable motion protection, while also allowing for reduced normal tissue morbidity.
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Affiliation(s)
| | - Amish P Shah
- Department of Radiation Oncology, UF Health Cancer Center at Orlando Health, 1400 South Orange Avenue MP 730, Orlando, Florida 32806, USA.
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Pukala J, Meeks SL, Staton RJ, Bova FJ, Mañon RR, Langen KM. A virtual phantom library for the quantification of deformable image registration uncertainties in patients with cancers of the head and neck. Med Phys 2013; 40:111703. [DOI: 10.1118/1.4823467] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Waghorn BJ, Staton RJ, Rineer JM, Meeks SL, Langen K. A comparison of the dosimetric effects of intrafraction motion on step-and-shoot, compensator, and helical tomotherapy-based IMRT. J Appl Clin Med Phys 2013; 14:4210. [PMID: 23652252 PMCID: PMC5714423 DOI: 10.1120/jacmp.v14i3.4210] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 11/13/2012] [Accepted: 01/02/2013] [Indexed: 11/23/2022] Open
Abstract
Intrafraction motion during intensity‐modulated radiation therapy can cause differences between the planned and delivered patient dose. The magnitude of these differences is dependent on a number of variables, including the treatment modality. This study was designed to compare the relative susceptibility of plans generated with three different treatment modalities to intrafraction motion. The dosimetric effects of motion were calculated using computational algorithms for seven lung tumor patients. Three delivery techniques — MLC‐based step‐and‐shoot (SNS), beam attenuating compensators, and helical tomotherapy (HT) — were investigated. In total 840 motion‐encoded dose‐volume histograms (DVHs) were calculated for various combinations of CTV margins and sinusoidal CTV motion including CTV offsets. DVH‐based metrics (e.g., D95% and D05%) were used to score plan degradations. For all three modalities, dosimetric degradations were typically smaller than 3% if the CTV displacement was smaller than the CTV margin. For larger displacements, technique and direction‐specific sensitivities existed. While the HT plans show similar D95% degradations for motion in the SI and AP directions, SNS and compensator plans showed larger D95% degradations for motion in the SI direction than for motion in the AP direction. When averaged over all motion/margin combinations, compensator plans resulted in 0.9% and 0.6% smaller D95% reductions compared to SNS and HT plans, respectively. These differences were statistically significant. No statistically significant differences in D95% degradations were found between SNS and HT for data averaged over all margin and motion track combinations. For CTV motion that is larger than the CTV margin, the dosimetric impact on the CTV varies with treatment technique and the motion direction. For the cases presented here, the effect of motion on CTV dosimetry was statistically smaller for compensator deliveries than SNS and HT, likely due to the absence of the interplay effect which is present for the more dynamic treatment deliveries. The differences between modalities were, however, small and might not be clinically significant. As expected, margins that envelop the CTV motion provide dosimetric protection against motion for all three modalities. PACS numbers: 87.53.Jw, 87.55.dk, 87.55.de
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Affiliation(s)
- Ben J Waghorn
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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Shah AP, Kupelian PA, Waghorn BJ, Willoughby TR, Rineer JM, Mañon RR, Vollenweider MA, Meeks SL. Real-time tumor tracking in the lung using an electromagnetic tracking system. Int J Radiat Oncol Biol Phys 2013; 86:477-83. [PMID: 23523325 DOI: 10.1016/j.ijrobp.2012.12.030] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2012] [Revised: 12/17/2012] [Accepted: 12/18/2012] [Indexed: 10/27/2022]
Abstract
PURPOSE To describe the first use of the commercially available Calypso 4D Localization System in the lung. METHODS AND MATERIALS Under an institutional review board-approved protocol and an investigational device exemption from the US Food and Drug Administration, the Calypso system was used with nonclinical methods to acquire real-time 4-dimensional lung tumor tracks for 7 lung cancer patients. The aims of the study were to investigate (1) the potential for bronchoscopic implantation; (2) the stability of smooth-surface beacon transponders (transponders) after implantation; and (3) the ability to acquire tracking information within the lung. Electromagnetic tracking was not used for any clinical decision making and could only be performed before any radiation delivery in a research setting. All motion tracks for each patient were reviewed, and values of the average displacement, amplitude of motion, period, and associated correlation to a sinusoidal model (R(2)) were tabulated for all 42 tracks. RESULTS For all 7 patients at least 1 transponder was successfully implanted. To assist in securing the transponder at the tumor site, it was necessary to implant a secondary fiducial for most transponders owing to the transponder's smooth surface. For 3 patients, insertion into the lung proved difficult, with only 1 transponder remaining fixed during implantation. One patient developed a pneumothorax after implantation of the secondary fiducial. Once implanted, 13 of 14 transponders remained stable within the lung and were successfully tracked with the tracking system. CONCLUSIONS Our initial experience with electromagnetic guidance within the lung demonstrates that transponder implantation and tracking is achievable though not clinically available. This research investigation proved that lung tumor motion exhibits large variations from fraction to fraction within a single patient and that improvements to both transponder and tracking system are still necessary to create a clinical daily-use system to assist with actual lung radiation therapy.
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Affiliation(s)
- Amish P Shah
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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25
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Paschal RD, Meeks SL, Neff AT. Development of factor VIII inhibitors in two patients with moderate haemophilia A. Haemophilia 2012; 19:e55-7. [PMID: 23171275 DOI: 10.1111/hae.12057] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/16/2012] [Indexed: 11/30/2022]
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Santhanam AP, Min Y, Neelakkantan H, Papp N, Meeks SL, Kupelian PA. A multi-GPU real-time dose simulation software framework for lung radiotherapy. Int J Comput Assist Radiol Surg 2012; 7:705-19. [PMID: 22539007 DOI: 10.1007/s11548-012-0672-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2011] [Accepted: 01/31/2012] [Indexed: 12/25/2022]
Abstract
PURPOSE Medical simulation frameworks facilitate both the preoperative and postoperative analysis of the patient's pathophysical condition. Of particular importance is the simulation of radiation dose delivery for real-time radiotherapy monitoring and retrospective analyses of the patient's treatment. METHODS In this paper, a software framework tailored for the development of simulation-based real-time radiation dose monitoring medical applications is discussed. A multi-GPU-based computational framework coupled with inter-process communication methods is introduced for simulating the radiation dose delivery on a deformable 3D volumetric lung model and its real-time visualization. The model deformation and the corresponding dose calculation are allocated among the GPUs in a task-specific manner and is performed in a pipelined manner. Radiation dose calculations are computed on two different GPU hardware architectures. The integration of this computational framework with a front-end software layer and back-end patient database repository is also discussed. RESULTS Real-time simulation of the dose delivered is achieved at once every 120 ms using the proposed framework. With a linear increase in the number of GPU cores, the computational time of the simulation was linearly decreased. The inter-process communication time also improved with an increase in the hardware memory. Variations in the delivered dose and computational speedup for variations in the data dimensions are investigated using D70 and D90 as well as gEUD as metrics for a set of 14 patients. Computational speed-up increased with an increase in the beam dimensions when compared with a CPU-based commercial software while the error in the dose calculation was <1%. CONCLUSION Our analyses show that the framework applied to deformable lung model-based radiotherapy is an effective tool for performing both real-time and retrospective analyses.
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Shah AP, Dvorak T, Curry MS, Buchholz DJ, Meeks SL. Clinical evaluation of interfractional variations for whole breast radiotherapy using 3-dimensional surface imaging. Pract Radiat Oncol 2012; 3:16-25. [PMID: 24674259 DOI: 10.1016/j.prro.2012.03.002] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 03/01/2012] [Accepted: 03/07/2012] [Indexed: 10/28/2022]
Abstract
PURPOSE To evaluate the impact of 3-dimensional (3D) surface imaging on daily patient setup for breast radiotherapy. MATERIALS AND METHODS Fifty patients undergoing treatment for whole breast radiotherapy were setup daily using an AlignRT system (VisionRT, London, UK) for 3D surface-based alignment. Daily alignments were performed against a reference surface topogram and shifts from skin marks were recorded daily. This investigation evaluated the following: (1) the performance of the surface-based imaging system for daily breast alignment; (2) the absolute displacements between setup with skin marks and setup with the surface-based imaging system; and (3) the dosimetric effect of daily alignments with skin marks versus surface-based alignments. RESULTS Displacements from 1258 treatment fractions were analyzed. Sixty percent of those fractions (749) were reviewed against MV portal imaging in order to assess the performance of the AlignRT system. Daily setup errors were given as absolute displacements, comparing setup marks against shifts determined using the surface-based imaging system. Averaged over all patients, the mean displacements were 4.1 ± 2.6 mm, 2.7 ± 1.4 mm, and 2.6 ± 1.2 mm in the anteroposterior (AP), superoinferior (S/I), and left-right (L/R) directions, respectively. Furthermore, the standard deviation of the random error (σ) was 3.2 mm, 2.2 mm, and 2.2 mm in the A/P, S/I, and L/R directions, respectively. CONCLUSIONS Daily alignment with 3D surface imaging was found to be valuable for reducing setup errors when comparing with patient alignment from skin marks. The result of the surface-based alignments specifically showed that alignment with skin marks was noticeably poor in the anteroposterior directions. The overall dosimetric effect of the interfractional variations was small, but these variations showed a potential for increased dose deposition to both the heart and lung tissues. Although these interfractional variations would not negatively affect the quality of patient care for whole breast radiotherapy, it may require an increase in PTV margin, especially in cases of partial breast irradiation.
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Affiliation(s)
- Amish P Shah
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida.
| | - Tomas Dvorak
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida
| | - Michael S Curry
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida
| | - Daniel J Buchholz
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida
| | - Sanford L Meeks
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida
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Su Z, Lopatiuk-Tirpak O, Zeidan O, Sruprisan SI, Meeks SL, Slopsema R, Flampouri S, Li Z. An experimental investigation into the effect of periodic motion on proton dosimetry using polymer gel dosimeters and a programmable motion platform. Phys Med Biol 2012; 57:649-63. [DOI: 10.1088/0031-9155/57/3/649] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Pukala J, Meeks SL, Bova FJ, Langen KM. The effect of temporal HU variations on the uncertainty of dose recalculations performed on MVCT images. Phys Med Biol 2011; 56:7829-41. [PMID: 22113540 DOI: 10.1088/0031-9155/56/24/010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Over the course of radiation therapy, a patient's anatomy may change substantially. The relatively recent addition of frequent in-room imaging to assist with patient localization has provided a database of images that may be used to recalculate dose distributions for adaptive radiotherapy purposes. The TomoTherapy Hi-Art II unit (Accuray Inc., Sunnyvale, CA, USA) uses a helical scanning geometry and a megavoltage (MV) beam to acquire volumetric patient images. This study evaluated the uncertainty of dose calculations performed on megavoltage CT (MVCT) images as a function of temporal Hounsfield Unit (HU) variations observed in the imaging system over three years on two machines. A baseline error between dose calculations performed on kVCT and MVCT images was established using a series of phantoms. This baseline error ranged from -1.4% to 0.6%. Materials of differing densities were imaged and MVCT numbers were measured periodically. The MVCT number of solid water varied from 5 to 103 HU and consistently increased prior to target replacement. Finally, the dosimetric uncertainty of the temporal HU variation was assessed using MVCT images of typical head and neck, lung and prostate cancer patients. Worst-case MVCT recalculation errors could approach 5%, 7% and 10% for the head and neck, lung and prostate images, respectively. However, if a tolerance of ±30 HU were maintained for the MVCT number of solid water, dosimetric errors were limited to ±2.5%, ±3% and ±4%, respectively.
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Affiliation(s)
- J Pukala
- Department of Radiation Oncology, M D Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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Shah AP, Kupelian PA, Willoughby TR, Meeks SL. Expanding the use of real-time electromagnetic tracking in radiation oncology. J Appl Clin Med Phys 2011; 12:3590. [PMID: 22089017 PMCID: PMC5718735 DOI: 10.1120/jacmp.v12i4.3590] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Revised: 06/15/2011] [Accepted: 06/14/2011] [Indexed: 12/02/2022] Open
Abstract
In the past 10 years, techniques to improve radiotherapy delivery, such as intensity‐modulated radiation therapy (IMRT), image‐guided radiation therapy (IGRT) for both inter‐ and intrafraction tumor localization, and hypofractionated delivery techniques such as stereotactic body radiation therapy (SBRT), have evolved tremendously. This review article focuses on only one part of that evolution, electromagnetic tracking in radiation therapy. Electromagnetic tracking is still a growing technology in radiation oncology and, as such, the clinical applications are limited, the expense is high, and the reimbursement is insufficient to cover these costs. At the same time, current experience with electromagnetic tracking applied to various clinical tumor sites indicates that the potential benefits of electromagnetic tracking could be significant for patients receiving radiation therapy. Daily use of these tracking systems is minimally invasive and delivers no additional ionizing radiation to the patient, and these systems can provide explicit tumor motion data. Although there are a number of technical and fiscal issues that need to be addressed, electromagnetic tracking systems are expected to play a continued role in improving the precision of radiation delivery. PACS number: 87.63.‐d
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Affiliation(s)
- Amish P Shah
- Department of Radiation Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida 32806, USA.
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Waghorn BJ, Meeks SL, Langen KM. Analyzing the impact of intrafraction motion: Correlation of different dose metrics with changes in target D95%. Med Phys 2011; 38:4505-11. [DOI: 10.1118/1.3605633] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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Shah AP, Kupelian PA, Willoughby TR, Langen KM, Meeks SL. An evaluation of intrafraction motion of the prostate in the prone and supine positions using electromagnetic tracking. Radiother Oncol 2011; 99:37-43. [PMID: 21458092 DOI: 10.1016/j.radonc.2011.02.012] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Revised: 02/24/2011] [Accepted: 02/25/2011] [Indexed: 11/19/2022]
Abstract
PURPOSE To evaluate differences in target motion during prostate irradiation in the prone versus supine position using electromagnetic tracking to measure prostate mobility. MATERIALS/METHODS Twenty patients received prostate radiotherapy in the supine position utilizing the Calypso Localization System® for prostate positioning and monitoring. For each patient, 10 treatment fractions were followed by a session in which the patient was repositioned prone, and prostate mobility was tracked. The fraction of time that the prostate was displaced by >3, 5, 7, and 10mm was calculated for each patient, for both positions (400 tracking sessions). RESULTS Clear patterns of respiratory motion were seen in the prone tracks due to the influence of increased abdominal motion. Averaged over all patients, the prostate was displaced >3 and 5mm for 37.8% and 10.1% of the total tracking time in the prone position, respectively. In the supine position, the prostate was displaced >3 and 5mm for 12.6% and 2.9%, respectively. With both patient setups, inferior and posterior drifts of the prostate position were observed. Averaged over all prone tracking sessions, the prostate was displaced >3mm in the posterior and inferior directions for 11.7% and 9.5% of the total time, respectively. CONCLUSIONS With real-time tracking of the prostate, it is possible to study the effects of different setup positions on the prostate mobility. The percentage of time the prostate moved >3 and 5mm was increased by a factor of three in the prone versus supine position. For larger displacements (>7 mm) no difference in prostate mobility was observed between prone and supine positions. To reduce rectal toxicity, radiotherapy in the prone position may be a suitable alternative provided respiratory motion is accounted for during treatment. Acute and late toxicity results remain to be evaluated for both patient positions.
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Affiliation(s)
- Amish P Shah
- Department of Radiation Oncology, M. D. Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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Meeks SL, Pukala J, Ramakrishna N, Willoughby TR, Bova FJ. Radiosurgery technology development and use. J Radiosurg SBRT 2011; 1:21-29. [PMID: 29296294 PMCID: PMC5658896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/28/2010] [Accepted: 10/25/2010] [Indexed: 06/07/2023]
Abstract
Radiosurgery first became a clinical option in the 1960's because of the Gamma Knife, and the technology proliferated in the 1980's due to the availability of linear accelerator radiosurgery. The technology has continued to develop with both Gamma Knife and linac radiosurgery due primarily to advances in computer technology and robotic automation. Many of these advances include planning systems that enhance the conformity of the dose distribution, and delivery systems that can more safely and efficiently delivery these more complex treatment plans. This manuscript details the evolution of technologies in stereotactic localization and delivery for intracranial radiosurgery.
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Affiliation(s)
- Sanford L. Meeks
- Department of Radiation Oncology M. D. Anderson Cancer Center Orlando, Orlando, FL, USA
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
| | - Jason Pukala
- Department of Radiation Oncology M. D. Anderson Cancer Center Orlando, Orlando, FL, USA
| | - Naren Ramakrishna
- Department of Radiation Oncology M. D. Anderson Cancer Center Orlando, Orlando, FL, USA
| | - Twyla R. Willoughby
- Department of Radiation Oncology M. D. Anderson Cancer Center Orlando, Orlando, FL, USA
| | - Francis J. Bova
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
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Santhanam AP, Neelakkantan H, Min Y, Papp N, Bhargava A, Erhart K, Long X, Mitchell R, Divo E, Kassab A, Ilegbusi O, Ruddy BH, Rolland JP, Meeks SL, Kupelian PA. Visualization of 3D volumetric lung dynamics for real-time external beam lung radiotherapy. Stud Health Technol Inform 2011; 163:567-573. [PMID: 21335858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
This paper reports on the usage of physics-based 3D volumetric lung dynamic models for visualizing and monitoring the radiation dose deposited on the lung of a human subject during lung radiotherapy. The dynamic model of each subject is computed from a 4D Computed Tomography (4DCT) imaging acquired before the treatment. The 3D lung deformation and the radiation dose deposited are computed using Graphics Processing Units (GPU). Additionally, using the dynamic lung model, the airflow inside the lungs during the treatment is also investigated. Results show the radiation dose deposited on the lung tumor as well as the surrounding tissues, the combination of which is patient-specific and varies from one treatment fraction to another.
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Affiliation(s)
- Anand P Santhanam
- Department of Radiation Oncology, University of California, Los Angeles, 200 UCLA Medical Plaza, Suite B265 Los Angeles, CA 90095, USA
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Zeidan OA, Chauhan BD, Estabrook WW, Willoughby TR, Manon RR, Meeks SL. Image-guided bolus electron conformal therapy - a case study. J Appl Clin Med Phys 2010; 12:3311. [PMID: 21330977 PMCID: PMC5718591 DOI: 10.1120/jacmp.v12i1.3311] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2010] [Revised: 07/02/2010] [Accepted: 08/27/2010] [Indexed: 11/23/2022] Open
Abstract
We report on our initial experience with daily image guidance for the treatment of a patient with a basal cell carcinoma of the nasal dorsum using bolus electron conformal therapy. We describe our approach to daily alignment using treatment machine‐integrated megavoltage (MV) planar imaging in conjunction with cone beam CT (CBCT) volumetric imaging to ensure the best possible setup reproducibility. Based on MV imaging, beam aperture misalignment with the intended treatment region was as large as 0.5 cm in the coronal plane. Four of the five fractions analyzed show induced shifts when compared to digitally reconstructed radiographs (DRR), in the range of 0.2−0.5 cm. Daily inspection of CBCT images show that the bolus device can have significant tilt in any given direction by as much as 13° with respect to beam axis. In addition, we show that CBCT images reveal air gaps between bolus and skin that vary from day to day, and can potentially degrade surface dose coverage. Retrospective dose calculation on CBCT image sets shows that when daily shifts based on MV imaging are not corrected, geometrical miss of the planning target volume (PTV) can cause an underdosing as large as 14% based on DVH analysis of the dose to the 90% of the PTV volume. PACS number: 87.55.kh
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Affiliation(s)
- Omar A Zeidan
- Department of Radiation Oncology, M.D. Anderson Cancer Center Orlando, Orlando, FL 32806, USA.
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Min Y, Santhanam A, Neelakkantan H, Ruddy BH, Meeks SL, Kupelian PA. A GPU-based framework for modeling real-time 3D lung tumor conformal dosimetry with subject-specific lung tumor motion. Phys Med Biol 2010; 55:5137-50. [PMID: 20714041 DOI: 10.1088/0031-9155/55/17/016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In this paper, we present a graphics processing unit (GPU)-based simulation framework to calculate the delivered dose to a 3D moving lung tumor and its surrounding normal tissues, which are undergoing subject-specific lung deformations. The GPU-based simulation framework models the motion of the 3D volumetric lung tumor and its surrounding tissues, simulates the dose delivery using the dose extracted from a treatment plan using Pinnacle Treatment Planning System, Phillips, for one of the 3DCTs of the 4DCT and predicts the amount and location of radiation doses deposited inside the lung. The 4DCT lung datasets were registered with each other using a modified optical flow algorithm. The motion of the tumor and the motion of the surrounding tissues were simulated by measuring the changes in lung volume during the radiotherapy treatment using spirometry. The real-time dose delivered to the tumor for each beam is generated by summing the dose delivered to the target volume at each increase in lung volume during the beam delivery time period. The simulation results showed the real-time capability of the framework at 20 discrete tumor motion steps per breath, which is higher than the number of 4DCT steps (approximately 12) reconstructed during multiple breathing cycles.
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Waghorn BJ, Shah AP, Ngwa W, Meeks SL, Moore JA, Siebers JV, Langen KM. A computational method for estimating the dosimetric effect of intra-fraction motion on step-and-shoot IMRT and compensator plans. Phys Med Biol 2010; 55:4187-202. [DOI: 10.1088/0031-9155/55/14/015] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Zeidan OA, Sriprisan SI, Lopatiuk-Tirpak O, Kupelian PA, Meeks SL, Hsi WC, Li Z, Palta JR, Maryanski MJ. Dosimetric evaluation of a novel polymer gel dosimeter for proton therapy. Med Phys 2010; 37:2145-52. [PMID: 20527548 DOI: 10.1118/1.3388869] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
PURPOSE The aim of this study is to evaluate the dosimetric performance of a newly developed proton-sensitive polymer gel formulation for proton therapy dosimetry. METHODS Using passive scattered modulated and nonmodulated proton beams, the dose response of the gel was assessed. A next-generation optical CT scanner is used as the readout mechanism of the radiation-induced absorbance in the gel medium. Comparison of relative dose profiles in the gel to ion chamber profiles in water is performed. A simple and easily reproducible calibration protocol is established for routine gel batch calibrations. Relative stopping power ratio measurement of the gel medium was performed to ensure accurate water-equivalent depth dose scaling. Measured dose distributions in the gel were compared to treatment planning system for benchmark irradiations and quality of agreement is assessed using clinically relevant gamma index criteria. RESULTS The dosimetric response of the gel was mapped up to 600 cGy using an electron-based calibration technique. Excellent dosimetric agreement is observed between ion chamber data and gel. The most notable result of this work is the fact that this gel has no observed dose quenching in the Bragg peak region. Quantitative dose distribution comparisons to treatment planning system calculations show that most (> 97%) of the gel dose maps pass the 3%/3 mm gamma criterion. CONCLUSIONS This study shows that the new proton-sensitive gel dosimeter is capable of reproducing ion chamber dose data for modulated and nonmodulated Bragg peak beams with different clinical beam energies. The findings suggest that the gel dosimeter can be used as QA tool for millimeter range verification of proton beam deliveries in the dosimeter medium.
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Affiliation(s)
- O A Zeidan
- M. D. Anderson Cancer Center Orlando, Orlando, Florida 32806, USA.
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Zeidan OA, Huddleston AJ, Lee C, Langen KM, Kupelian PA, Meeks SL, Manon RR. A Comparison of Soft-Tissue Implanted Markers and Bony Anatomy Alignments for Image-Guided Treatments of Head-and-Neck Cancers. Int J Radiat Oncol Biol Phys 2010; 76:767-74. [DOI: 10.1016/j.ijrobp.2009.02.060] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2008] [Revised: 02/20/2009] [Accepted: 02/26/2009] [Indexed: 11/27/2022]
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Ngwa W, Meeks SL, Kupelian PA, Schnarr E, Langen KM. Validation of a computational method for assessing the impact of intra-fraction motion on helical tomotherapy plans. Phys Med Biol 2009; 54:6611-21. [PMID: 19826197 DOI: 10.1088/0031-9155/54/21/011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Santhanam A, Willoughby TR, Meeks SL, Rolland JP, Kupelian PA. Modeling simulation and visualization of conformal 3D lung tumor dosimetry. Phys Med Biol 2009; 54:6165-80. [PMID: 19794245 DOI: 10.1088/0031-9155/54/20/009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Lung tumors move during breathing depending on the patient's patho-physiological condition and orientation, thereby compromising the accurate deposition of the radiation dose during radiotherapy. In this paper, we present and validate a computer-based simulation framework to calculate the delivered dose to a 3D moving tumor and its surrounding normal tissues. The computer-based simulation framework models a 3D volumetric lung tumor and its surrounding tissues, simulates the tumor motion during a simulated dose delivery both as a self-reproducible motion and a random motion using the dose extracted from a treatment plan, and predicts the amount and location of radiation doses deposited. A radiation treatment plan of a small lung tumor (1-3 cm diameter) was developed in a commercial planning system (iPlan software, BrainLab, Munich, Germany) to simulate the radiation dose delivered. The dose for each radiation field was extracted from the software. The tumor motion was simulated for varying values of its rate, amplitude and direction within a single breath as well as from one breath to another. Such variations represent the variations in tumor motion induced by breathing variations. During the simulation of dose delivery, the dose on the target was summed to generate the real-time dose to the tumor for each beam independently. The simulation results show that the dose accumulated on the tumor varies significantly with both the tumor size and the tumor's motion rate, amplitude and direction. For a given tumor motion rate, amplitude and direction, the smaller the tumor size the smaller is the percentage of the radiation dose accumulated. The simulation results are validated by comparing the center plane of the 3D tumor with 2D film dosimetry measurements using a programmable 4D motion phantom moving in a self-reproducible pattern. The results also show the real-time capability of the framework at 40 discrete tumor motion steps per breath, which is higher than the number of four-dimensional computed tomography (CT) steps (approximately 20) during a single breath. The real-time capability enables the framework to be coupled with real-time tumor monitoring systems such as implanted fiducials for computing the dose delivered in real time during the treatment.
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Affiliation(s)
- Anand Santhanam
- Department of Radiation Oncology, M D Anderson Cancer Center Orlando, 1400S Orange Ave., Orlando, FL 32806, USA
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Staton RJ, Langen KM, Kupelian PA, Meeks SL. Dosimetric effects of rotational output variation and x-ray target degradation on helical tomotherapy plans. Med Phys 2009; 36:2881-8. [PMID: 19673187 DOI: 10.1118/1.3134262] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
In this study, two potential sources of IMRT delivery error have been identified for helical tomotherapy delivery using the HiART system (TomoTherapy, Inc., Madison, WI): Rotational output variation and target degradation. The HiArt system is known to have output variation, typically about +/- 2%, due to the absence of a dose servo system. On the HiArt system, x-ray target replacement is required approximately every 10-12 months due to target degradation. Near the end of target life, the target thins and causes a decrease in the beam energy and a softening of the beam profile at the lateral edges of the beam. The purpose of this study is to evaluate the dosimetric effects of rotational output variation and target degradation by modeling their effects and incorporating them into recalculated treatment plans for three clinical scenarios: Head and neck, partial breast, and prostate. Models were created to emulate both potential sources of error. For output variation, a model was created using a sine function to match the amplitude (+/- 2%), frequency, and phase of the measured rotational output variation data. A second model with a hypothetical variation of +/- 7% was also created to represent the largest variation that could exist without violating the allowable dose window in the delivery system. A measured beam profile near the end of target life was used to create a modified beam profile model for the target degradation. These models were then incorporated into the treatment plan by modifying the leaf opening times in the delivery sinogram. A new beam model was also created to mimic the change in beam energy seen near the end of target life. The plans were then calculated using a research version of the PLANNED ADAPTIVE treatment planning software from TomoTherapy, Inc. Three plans were evaluated in this study: Head and neck, partial breast, and prostate. The D50 of organs at risk, the D95 for planning target volumes (PTVs), and the local dose difference were used to evaluate the changes in the modified treatment plans. Dosimetric effects from rotational variation were found to be low (less than 1%) for a typical variation of +/- 2%. Even using a variation of +/- 7%, DVH values and dose distributions were altered by less than 2% for all scenarios. The dosimetric effects of target degradation were found to be slightly more significant. For a model using data taken just before target failure, dosimetric differences of 2%-4% were observed in the recalculated plans when compared to the original plans. The largest effects (up to 4.5%) were observed for PTVs that were located at deeper depths as seen in the prostate plan. Overall, the recalculated plans show that the dosimetric effects of rotational variation and target degradation are on the order of 1%-4% for helical tomotherapy on the HiART system and do not pose a risk for significant deviations from the original treatment plan.
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Affiliation(s)
- Robert J Staton
- Department of Radiation Physics, M. D. Anderson Cancer Center Orlando, Orlando, Florida 32806, USA.
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Langen KM, Lu W, Willoughby TR, Chauhan B, Meeks SL, Kupelian PA, Olivera G. Dosimetric Effect of Prostate Motion During Helical Tomotherapy. Int J Radiat Oncol Biol Phys 2009; 74:1134-42. [DOI: 10.1016/j.ijrobp.2008.09.035] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2008] [Revised: 09/03/2008] [Accepted: 09/06/2008] [Indexed: 01/08/2023]
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Wagner TH, Langen KM, Meeks SL, Willoughby TR, Zeidan OA, Staton RJ, Shah AP, Manon RR, Kupelian PA. Megavoltage Computed Tomography Image-based Low-dose Rate Intracavitary Brachytherapy Planning for Cervical Carcinoma. Technol Cancer Res Treat 2009; 8:123-30. [DOI: 10.1177/153303460900800205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Initial results of megavoltage computed tomography (MVCT) brachytherapy treatment planning are presented, using a commercially available helical tomotherapy treatment unit and standard low dose rate (LDR) brachytherapy applicators used for treatment of cervical carcinoma. The accuracy of MVCT imaging techniques, and dosimetric accuracy of the CT based plans were tested with in-house and commercially-available phantoms. Three dimensional (3D) dose distributions were computed and compared to the two dimensional (2D) dosimetry results. Minimal doses received by the 2 cm3 of bladder and rectum receiving the highest doses (DB2cc and DR2cc, respectively) were computed from dose-volume histograms and compared to the doses computed for the standard ICRU bladder and rectal reference dose points. Phantom test objects in MVCT image sets were localized with sub-millimetric accuracy, and the accuracy of the MVCT-based dose calculation was verified. Fifteen brachytherapy insertions were also analyzed. The ICRU rectal point dose did not differ significantly from DR2cc (p=0.749, mean difference was 24 cGy ± 283 cGy). The ICRU bladder point dose was significantly lower than the DB2cc (p=0.024, mean difference was 291 cGy ± 444 cGy). The median volumes of bladder and rectum receiving at least the corresponding ICRU reference point dose were 6.1 cm3 and 2.0 cm3, respectively. Our initial experience in using MVCT imaging for clinical LDR gynecological brachytherapy indicates that the MVCT images are of sufficient quality for use in 3D, MVCT-based dose planning.
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Affiliation(s)
- Thomas H. Wagner
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Katja M. Langen
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Sanford L. Meeks
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Twyla R. Willoughby
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Omar A. Zeidan
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Robert J. Staton
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Amish P. Shah
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Rafael R. Manon
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
| | - Patrick A. Kupelian
- Department of Radiation Physics M. D. Anderson Cancer Center Orlando 1400 S. Orange Avenue, MP 730 Orlando, FL 32828, USA
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Abstract
OBJECTIVE The pathogenicity of anti-human factor (F) VIII monoclonal antibodies (MAbs) was tested in a murine bleeding model. METHODS MAbs were injected into the tail veins of hemophilia A mice to a peak plasma concentration of 60 nm, followed by injection of human B domain-deleted FVIII at 180 U kg(-1), producing peak plasma concentrations of approximately 2 nm. At 2 h, blood loss following a 4-mm tail snip was measured. The following MAbs were tested: (i) 4A4, a type I anti-A2 FVIII inhibitor, (ii) I54 and 1B5, classical type I anti-C2 inhibitors, (iii) 2-77 and B45, non-classical type II anti-C2 inhibitors, and (iv) 2-117, a non-classical anti-C2 MAb with inhibitory activity less than 0.4 Bethesda Units per mg IgG. RESULTS All MAbs except 2-117 produced similar amounts of blood loss that were significantly greater than control mice injected with FVIII alone. Increasing the dose of FVIII to 360 U kg(-1) overcame the bleeding diathesis produced by the type II MAbs 2-77 and B45, but not the type I antibodies, 4A4, I54, and 1B5. These results were consistent with the in vitro Bethesda assay in which 4A4 completely inhibited both 1 U mL(-1) and 3 U mL(-1) FVIII, while there was 40% residual activity at saturating concentrations of 2-77 at either concentration of FVIII. CONCLUSIONS For patients with an inhibitor response dominated by non-classical anti-C2 antibodies both the in vivo and in vitro results suggest that treatment with high-dose FVIII rather than bypassing agents may be warranted.
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Affiliation(s)
- S L Meeks
- Department of Pediatrics, Aflac Cancer Center and Blood Disorders Service, Children's Healthcare of Atlanta, Emory University, Atlanta, GA 30322, USA
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Langen KM, Lu W, Ngwa W, Willoughby TR, Chauhan B, Meeks SL, Kupelian PA, Olivera G. Correlation between dosimetric effect and intrafraction motion during prostate treatments delivered with helical tomotherapy. Phys Med Biol 2008; 53:7073-86. [DOI: 10.1088/0031-9155/53/24/005] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Lee C, Langen KM, Lu W, Haimerl J, Schnarr E, Ruchala KJ, Olivera GH, Meeks SL, Kupelian PA, Shellenberger TD, Mañon RR. Evaluation of geometric changes of parotid glands during head and neck cancer radiotherapy using daily MVCT and automatic deformable registration. Radiother Oncol 2008; 89:81-8. [DOI: 10.1016/j.radonc.2008.07.006] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2007] [Revised: 06/23/2008] [Accepted: 07/06/2008] [Indexed: 11/28/2022]
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Shah AP, Langen KM, Ruchala KJ, Cox A, Kupelian PA, Meeks SL. Patient Dose From Megavoltage Computed Tomography Imaging. Int J Radiat Oncol Biol Phys 2008; 70:1579-87. [DOI: 10.1016/j.ijrobp.2007.11.048] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2007] [Revised: 11/08/2007] [Accepted: 11/09/2007] [Indexed: 11/15/2022]
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Langen KM, Buchholz DJ, Burch DR, Burkavage R, Limaye AU, Meeks SL, Kupelian PA, Ruchala KJ, Haimerl J, Henderson D, Olivera GH. Investigation of Accelerated Partial Breast Patient Alignment and Treatment With Helical Tomotherapy Unit. Int J Radiat Oncol Biol Phys 2008; 70:1272-80. [DOI: 10.1016/j.ijrobp.2007.11.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2007] [Revised: 09/25/2007] [Accepted: 11/12/2007] [Indexed: 10/22/2022]
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Affiliation(s)
- Patrick A Kupelian
- Department of Radiation Oncology, M.D. Anderson Cancer Center Orlando, 1400 South Orange Avenue, Orlando, FL 32806, USA.
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