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1.
J Appl Clin Med Phys ; 22(5): 89-96, 2021 May.
Article in English | MEDLINE | ID: mdl-33783960

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.


Subject(s)
Algorithms , Image Processing, Computer-Assisted , Head , Humans , Phantoms, Imaging , Tomography, X-Ray Computed
2.
Pract Radiat Oncol ; 10(5): e425-e431, 2020.
Article in English | MEDLINE | ID: mdl-32004703

ABSTRACT

PURPOSE: Treating critically ill patients in radiation oncology departments poses multiple safety risks. This study describes a method to improve the speed of radiation treatment for patients in the intensive care unit by eliminating the need for computed tomography (CT) simulation or on-table treatment planning using patients' previously acquired diagnostic CT scans. METHODS AND MATERIALS: Initially, a retrospective planning study was performed to assess the applicability and safety of diagnostic scan-based planning (DSBP) for 3 typical indications for radiation therapy in patients in the intensive care unit: heterotopic ossification (10), spine metastases (cord compression; 10), and obstructive lung lesions (5). After identification of an appropriate diagnostic CT scan, treatment planning was performed using the diagnostic scan data set. These treatment plans were then transferred to the patients' simulation scans, and a dosimetric comparison was performed between the 2 sets of plans. Additionally, a time study of the first 10 patients treated with DSBP in our department was performed. RESULTS: The retrospective analysis demonstrated that DSBP resulted in treatment plans that, when transferred to the CT simulation data sets, provided excellent target coverage, a median D95% of 96% (range, 86%-100%) of the prescription dose with acceptable hot spots, and a median Dmax108% (range, 102%-113%). Subsequently, DSBP has been used for 10 critically ill patients. The patients were treated without CT simulation, and the median time between patient check-in to the department and completion of radiation therapy was 28 minutes (range, 18-47 minutes.) CONCLUSIONS: This study demonstrates that it is possible to safely use DSBP for the treatment of critically ill patients. This method has the potential to simplify the treatment process and improve the speed and safety of treatment.


Subject(s)
Critical Illness , Humans , Radiometry , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Retrospective Studies , Tomography, X-Ray Computed
3.
JAMA Oncol ; 3(4): 483-491, 2017 Apr 01.
Article in English | MEDLINE | ID: mdl-28006059

ABSTRACT

IMPORTANCE: There is a significant need to find biomarkers of response to radiotherapy and cetuximab in locally advanced head and neck squamous cell carcinoma (HNSCC) and biomarkers that predict altered immunity, thereby enabling personalized treatment. OBJECTIVES: To examine whether the Kirsten rat sarcoma viral oncogene homolog (KRAS)-variant, a germline mutation in a microRNA-binding site in KRAS, is a predictive biomarker of cetuximab response and altered immunity in the setting of radiotherapy and cisplatin treatment and to evaluate the interaction of the KRAS-variant with p16 status and blood-based transforming growth factor ß1 (TGF-ß1). DESIGN, SETTING, AND PARTICIPANTS: A total of 891 patients with advanced HNSCC from a phase 3 trial of cisplatin plus radiotherapy with or without cetuximab (NRG Oncology RTOG 0522) were included in this study, and 413 patients with available samples were genotyped for the KRAS-variant. Genomic DNA was tested for the KRAS-variant in a CLIA-certified laboratory. Correlation of the KRAS-variant, p16 positivity, outcome, and TGF-ß1 levels was evaluated. Hazard ratios (HRs) were estimated with the Cox proportional hazards model. MAIN OUTCOMES AND MEASURES: The correlation of KRAS-variant status with cetuximab response and outcome, p16 status, and plasma TGF-ß1 levels was tested. RESULTS: Of 891 patients eligible for protocol analyses (786 male [88.2%], 105 [11.2%] female, 810 white [90.9%], 81 nonwhite [9.1%]), 413 had biological samples for KRAS-variant testing, and 376 had plasma samples for TGF-ß1 measurement. Seventy patients (16.9%) had the KRAS-variant. Overall, for patients with the KRAS-variant, cetuximab improved both progression-free survival (PFS) for the first year (HR, 0.31; 95% CI, 0.10-0.94; P = .04) and overall survival (OS) in years 1 to 2 (HR, 0.19; 95% CI, 0.04-0.86; P = .03). There was a significant interaction of the KRAS-variant with p16 status for PFS in patients treated without cetuximab. The p16-positive patients with the KRAS-variant treated without cetuximab had worse PFS than patients without the KRAS-variant (HR, 2.59; 95% CI, 0.91-7.33; P = .07). There was a significant 3-way interaction among the KRAS-variant, p16 status, and treatment for OS (HR, for KRAS-variant, cetuximab and p16 positive, 0.22; 95% CI, 0.03-1.66; HR for KRAS-variant, cetuximab and p16 negative, 1.43; 95% CI, 0.48-4.26; HR for KRAS-variant, no cetuximab and p16 positive, 2.48; 95% CI, 0.64-9.65; and HR for KRAS-variant, no cetuximab and p16 negative, 0.61; 95% CI, 0.23-1.59; P = .02). Patients with the KRAS-variant had significantly elevated TGF-ß1 plasma levels (median, 23 376.49 vs 18 476.52 pg/mL; P = .03) and worse treatment-related toxic effects. CONCLUSIONS AND RELEVANCE: Patients with the KRAS-variant with HNSCC significantly benefit from the addition of cetuximab to radiotherapy and cisplatin, and there is a significant interaction between the KRAS-variant and p16 status. Elevated TGF-ß1 levels in patients with the KRAS-variant suggests that cetuximab may help these patients by overcoming TGF-ß1-induced suppression of antitumor immunity. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00265941.


Subject(s)
Antineoplastic Agents/administration & dosage , Carcinoma, Squamous Cell/genetics , Cetuximab/administration & dosage , Head and Neck Neoplasms/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Adult , Aged , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Carcinoma, Squamous Cell/drug therapy , Chemoradiotherapy/methods , Cisplatin/administration & dosage , Disease-Free Survival , Female , Head and Neck Neoplasms/drug therapy , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Proportional Hazards Models , Squamous Cell Carcinoma of Head and Neck
4.
J Appl Clin Med Phys ; 17(3): 25-40, 2016 05 08.
Article in English | MEDLINE | ID: mdl-27167256

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 phan-toms 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.


Subject(s)
Algorithms , Head and Neck Neoplasms/pathology , Image Processing, Computer-Assisted/methods , Phantoms, Imaging , Benchmarking , Female , Humans , Male , Radiographic Image Interpretation, Computer-Assisted , Tomography, X-Ray Computed
5.
Am J Lifestyle Med ; 10(4): 253-261, 2016.
Article in English | MEDLINE | ID: mdl-30202280

ABSTRACT

The human papilloma virus (HPV) is one of several viral pathogens linked to human cancer. This article reviews the current worldwide cancer burden related to this pathogen. The article also examines the role of HPV in oropharyngeal and gynecological malignancies, current treatment implications, and future directions in the treatment and prevention of HPV-related disease.

6.
Int J Radiat Oncol Biol Phys ; 92(2): 415-22, 2015 Jun 01.
Article in English | MEDLINE | ID: mdl-25847607

ABSTRACT

PURPOSE: The purpose of this study was to systematically monitor anatomic variations and their dosimetric consequences during intensity modulated radiation therapy (IMRT) for head and neck (H&N) cancer by using a graphics processing unit (GPU)-based deformable image registration (DIR) framework. METHODS AND MATERIALS: Eleven IMRT H&N patients undergoing IMRT with daily megavoltage computed tomography (CT) and weekly kilovoltage CT (kVCT) scans were included in this analysis. Pretreatment kVCTs were automatically registered with their corresponding planning CTs through a GPU-based DIR framework. The deformation of each contoured structure in the H&N region was computed to account for nonrigid change in the patient setup. The Jacobian determinant of the planning target volumes and the surrounding critical structures were used to quantify anatomical volume changes. The actual delivered dose was calculated accounting for the organ deformation. The dose distribution uncertainties due to registration errors were estimated using a landmark-based gamma evaluation. RESULTS: Dramatic interfractional anatomic changes were observed. During the treatment course of 6 to 7 weeks, the parotid gland volumes changed up to 34.7%, and the center-of-mass displacement of the 2 parotid glands varied in the range of 0.9 to 8.8 mm. For the primary treatment volume, the cumulative minimum and mean and equivalent uniform doses assessed by the weekly kVCTs were lower than the planned doses by up to 14.9% (P=.14), 2% (P=.39), and 7.3% (P=.05), respectively. The cumulative mean doses were significantly higher than the planned dose for the left parotid (P=.03) and right parotid glands (P=.006). The computation including DIR and dose accumulation was ultrafast (∼45 seconds) with registration accuracy at the subvoxel level. CONCLUSIONS: A systematic analysis of anatomic variations in the H&N region and their dosimetric consequences is critical in improving treatment efficacy. Nearly real-time assessment of anatomic and dosimetric variations is feasible using the GPU-based DIR framework. Clinical implementation of this technology may enable timely plan adaptation and improved outcome.


Subject(s)
Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/radiotherapy , Parotid Gland/diagnostic imaging , Parotid Gland/radiation effects , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods , Ethmoid Sinus , Feasibility Studies , Humans , Nasopharyngeal Neoplasms/diagnostic imaging , Nasopharyngeal Neoplasms/radiotherapy , Organs at Risk/diagnostic imaging , Organs at Risk/radiation effects , Paranasal Sinus Neoplasms/diagnostic imaging , Paranasal Sinus Neoplasms/radiotherapy , Radiotherapy Dosage , Tomography, X-Ray Computed/methods , Tongue Neoplasms/diagnostic imaging , Tongue Neoplasms/radiotherapy , Tonsillar Neoplasms/diagnostic imaging , Tonsillar Neoplasms/radiotherapy
7.
Med Phys ; 40(11): 111703, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24320411

ABSTRACT

PURPOSE: Deformable image registration (DIR) is being used increasingly in various clinical applications. However, the underlying uncertainties of DIR are not well-understood and a comprehensive methodology has not been developed for assessing a range of interfraction anatomic changes during head and neck cancer radiotherapy. This study describes the development of a library of clinically relevant virtual phantoms for the purpose of aiding clinicians in the QA of DIR software. These phantoms will also be available to the community for the independent study and comparison of other DIR algorithms and processes. METHODS: Each phantom was derived from a pair of kVCT volumetric image sets. The first images were acquired of head and neck cancer patients prior to the start-of-treatment and the second were acquired near the end-of-treatment. A research algorithm was used to autosegment and deform the start-of-treatment (SOT) images according to a biomechanical model. This algorithm allowed the user to adjust the head position, mandible position, and weight loss in the neck region of the SOT images to resemble the end-of-treatment (EOT) images. A human-guided thin-plate splines algorithm was then used to iteratively apply further deformations to the images with the objective of matching the EOT anatomy as closely as possible. The deformations from each algorithm were combined into a single deformation vector field (DVF) and a simulated end-of-treatment (SEOT) image dataset was generated from that DVF. Artificial noise was added to the SEOT images and these images, along with the original SOT images, created a virtual phantom where the underlying "ground-truth" DVF is known. Images from ten patients were deformed in this fashion to create ten clinically relevant virtual phantoms. The virtual phantoms were evaluated to identify unrealistic DVFs using the normalized cross correlation (NCC) and the determinant of the Jacobian matrix. A commercial deformation algorithm was applied to the virtual phantoms to show how they may be used to generate estimates of DIR uncertainty. RESULTS: The NCC showed that the simulated phantom images had greater similarity to the actual EOT images than the images from which they were derived, supporting the clinical relevance of the synthetic deformation maps. Calculation of the Jacobian of the "ground-truth" DVFs resulted in only positive values. As an example, mean error statistics are presented for all phantoms for the brainstem, cord, mandible, left parotid, and right parotid. CONCLUSIONS: It is essential that DIR algorithms be evaluated using a range of possible clinical scenarios for each treatment site. This work introduces a library of virtual phantoms intended to resemble real cases for interfraction head and neck DIR that may be used to estimate and compare the uncertainty of any DIR algorithm.


Subject(s)
Head and Neck Neoplasms/pathology , Phantoms, Imaging , Radiotherapy/methods , Algorithms , Biomechanical Phenomena , Female , Humans , Image Processing, Computer-Assisted , Male , Parotid Gland/radiation effects , Prospective Studies , Quality Control , Reproducibility of Results
8.
Int J Radiat Oncol Biol Phys ; 86(3): 477-83, 2013 Jul 01.
Article in English | MEDLINE | ID: mdl-23523325

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.


Subject(s)
Electromagnetic Fields , Fiducial Markers , Lung Neoplasms , Lung , Movement , Robotics/methods , Bronchoscopy , Fiducial Markers/adverse effects , Humans , Implants, Experimental , Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Pneumothorax/etiology , Prostheses and Implants , Radiography
9.
Nanomedicine ; 8(7): 1223-31, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22248817

ABSTRACT

This article reports the evaluation of cerium oxide (CeO(2)) nanoparticles' ability to decrease xerostomia and radiation-induced dermatitis in mice after head and neck radiation. Mice were irradiated using an IC160 x-ray system. Two cohorts were included: (A) No-radiation and (B) 30 Gy/6 fractions, and were randomized into three groups: (1) saline, (2) 15 nM CeO(2) and (3) 15 µM CeO(2). Stimulated salivary flow and radiation-induced dermatitis were evaluated post radiation. Stimulated sialometry demonstrated improved salivary production in all CeO(2) groups in comparison with controls (flow: 204 vs. 115 µL/10 minutes, P = 0.0002). One week post radiation, G-III dermatitis decreased in the 15 µM group in comparison with controls (10% versus 100% incidence, respectively). There was decreased skin hyperpigmentation at 12 weeks in the 15-µM group in comparison with 15-nM and non-CeO(2) groups (50%, 70%, and 90% G-II, respectively). This study suggests that CeO(2) may be radioprotective for salivary production and reduces G-III dermatitis and skin hyperpigmentation incidence. CeO(2) as radioprotectant may be a feasible concept during radiotherapy. FROM THE CLINICAL EDITOR: This study demonstrates in a mouse model that cerium oxide (CeO(2)) nanoparticles may provide an important mechanism in preventing radiation induced xerostomia, a common complication of head and neck radiation treatments.


Subject(s)
Cerium/therapeutic use , Dermatitis/prevention & control , Head and Neck Neoplasms/radiotherapy , Nanoparticles/therapeutic use , Radiotherapy/adverse effects , Xerostomia/prevention & control , Animals , Cerium/chemistry , Dermatitis/etiology , Female , Mice , Mice, Nude , Nanoparticles/chemistry , Skin/drug effects , Skin/radiation effects , Xerostomia/etiology
10.
J Appl Clin Med Phys ; 12(1): 3311, 2010 Oct 07.
Article in English | MEDLINE | ID: mdl-21330977

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.


Subject(s)
Cone-Beam Computed Tomography/methods , Nose Neoplasms/radiotherapy , Radiographic Image Interpretation, Computer-Assisted/methods , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Conformal/methods , Algorithms , Electrons/therapeutic use , Humans , Radiotherapy Dosage
11.
Int J Radiat Oncol Biol Phys ; 76(3): 767-74, 2010 Mar 01.
Article in English | MEDLINE | ID: mdl-19427742

ABSTRACT

PURPOSE: To compare the geometric alignments of soft-tissue implanted markers to the traditional bony-based alignments in head-and-neck cancers, on the basis of daily image guidance. Dosimetric impact of the two alignment techniques on target coverage is presented. METHODS AND MATERIALS: A total of 330 retrospective alignments (5 patients) were performed on daily megavoltage computed tomography (MVCT) image sets using both alignment techniques. Intermarker distances were tracked for all fractions to assess marker interfractional stability. Using a deformable image registration algorithm, target cumulative doses were calculated according to generated shifts on daily MVCT image sets. Target D95 was used as a dosimetric endpoint to evaluate each alignment technique. RESULTS: Intermarker distances overall were stable, with a standard deviation of <1.5 mm for all fractions and no observed temporal trends. Differences in shift magnitudes between both alignment techniques were found to be statistically significant, with a maximum observed difference of 8 mm in a given direction. Evaluation of technique-specific dose coverage based on D95 of target clinical target volume and planning target volume shows small differences (within +/-5%) compared with the kilovoltage CT plan. CONCLUSION: The use of daily MVCT imaging demonstrates that implanted markers in oral tongue and soft-palate cancers are stable localization surrogates. Alignments based on implanted markers generate shifts comparable overall to the traditional bony-based alignment, with no observed systematic difference in magnitude or direction. The cumulative dosimetric impact on target clinical target volume and planning target volume coverage was found to be similar, despite large observed differences in daily alignment shifts between the two techniques.


Subject(s)
Carcinoma, Squamous Cell/diagnostic imaging , Cervical Vertebrae/diagnostic imaging , Palatal Neoplasms/diagnostic imaging , Prostheses and Implants , Tongue Neoplasms/diagnostic imaging , Algorithms , Carcinoma, Squamous Cell/radiotherapy , Dose Fractionation, Radiation , Humans , Movement , Palatal Neoplasms/radiotherapy , Palate, Soft , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods , Tomography, X-Ray Computed/methods , Tongue Neoplasms/radiotherapy
12.
Technol Cancer Res Treat ; 8(2): 123-30, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19334793

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 (D(B2cc) and D(R2cc), 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 D(R2cc) (p=0.749, mean difference was 24 cGy +/- 283 cGy). The ICRU bladder point dose was significantly lower than the D(B2cc) (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 cm(3) and 2.0 cm(3), 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.


Subject(s)
Brachytherapy , Radiotherapy Planning, Computer-Assisted/methods , Tomography, X-Ray Computed , Uterine Cervical Neoplasms/radiotherapy , Female , Humans , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/instrumentation , Rectum/radiation effects , Urinary Bladder/radiation effects
13.
Radiother Oncol ; 89(1): 81-8, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18707786

ABSTRACT

BACKGROUND AND PURPOSE: To assess and evaluate geometrical changes in parotid glands using deformable image registration and megavoltage CT (MVCT) images. METHODS: A deformable registration algorithm was applied to 330 daily MVCT images (10 patients) to create deformed parotid contours. The accuracy and robustness of the algorithm was evaluated through visual review, comparison with manual contours, and precision analysis. Temporal changes in the parotid gland geometry were observed. RESULTS: The deformed parotid contours were qualitatively judged to be acceptable. Compared with manual contours, the uncertainties of automatically deformed contours were similar with regard to geometry and dosimetric endpoint. The day-to-day variations (1 standard deviation of errors) in the center-of-mass distance and volume were 1.61mm and 4.36%, respectively. The volumes tended to decrease with a median total loss of 21.3% (6.7-31.5%) and a median change rate of 0.7%/day (0.4-1.3%/day). Parotids migrated toward the patient center with a median total distance change of -5.26mm (0.00 to -16.35mm) and a median change rate of -0.22mm/day (0.02 to -0.56mm/day). CONCLUSION: The deformable image registration and daily MVCT images provide an efficient and reliable assessment of parotid changes over the course of a radiation therapy.


Subject(s)
Algorithms , Head and Neck Neoplasms/radiotherapy , Parotid Gland/radiation effects , Radiotherapy Planning, Computer-Assisted/methods , Humans , Parotid Gland/diagnostic imaging , Radiation Dosage , Tomography, Spiral Computed
14.
Int J Radiat Oncol Biol Phys ; 71(5): 1563-71, 2008 Aug 01.
Article in English | MEDLINE | ID: mdl-18538505

ABSTRACT

PURPOSE: To analyze changes in parotid gland dose resulting from anatomic changes throughout a course of radiotherapy in a cohort of head-and-neck cancer patients. METHODS AND MATERIALS: The study population consisted of 10 head-and-neck cancer patients treated definitively with intensity-modulated radiotherapy on a helical tomotherapy unit. A total of 330 daily megavoltage computed tomography images were retrospectively processed through a deformable image registration algorithm to be registered to the planning kilovoltage computed tomography images. The process resulted in deformed parotid contours and voxel mappings for both daily and accumulated dose-volume histogram calculations. The daily and cumulative dose deviations from the original treatment plan were analyzed. Correlations between dosimetric variations and anatomic changes were investigated. RESULTS: The daily parotid mean dose of the 10 patients differed from the plan dose by an average of 15%. At the end of the treatment, 3 of the 10 patients were estimated to have received a greater than 10% higher mean parotid dose than in the original plan (range, 13-42%), whereas the remaining 7 patients received doses that differed by less than 10% (range, -6-8%). The dose difference was correlated with a migration of the parotids toward the high-dose region. CONCLUSIONS: The use of deformable image registration techniques and daily megavoltage computed tomography imaging makes it possible to calculate daily and accumulated dose-volume histograms. Significant dose variations were observed as result of interfractional anatomic changes. These techniques enable the implementation of dose-adaptive radiotherapy.


Subject(s)
Head and Neck Neoplasms/radiotherapy , Parotid Gland/radiation effects , Radiotherapy, Intensity-Modulated , Algorithms , Carcinoma, Adenoid Cystic/diagnostic imaging , Carcinoma, Adenoid Cystic/radiotherapy , Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/radiotherapy , Head and Neck Neoplasms/diagnostic imaging , Humans , Parotid Gland/diagnostic imaging , Radiotherapy Dosage , Tomography, Spiral Computed
15.
Int J Radiat Oncol Biol Phys ; 70(4): 1151-7, 2008 Mar 15.
Article in English | MEDLINE | ID: mdl-17892920

ABSTRACT

PURPOSE: To compare different image-guidance strategies in the alignment of prostate cancer patients. Using data from patients treated using daily image guidance, the remaining setup errors for several different strategies were retrospectively calculated. METHODS AND MATERIALS: The alignment data from 74 patients treated with helical tomotherapy were analyzed, resulting in a data set of 2,252 fractions during which a megavoltage computed tomography image was used for image guidance with intraprostatic metallic fiducials. Given the daily positional adjustments, a variety of protocols, differing in imaging frequency and method, were retrospectively studied. The residual setup errors were determined for each protocol. RESULTS: As expected, the systematic errors were effectively reduced with imaging. However, the random errors were unaffected. Even when image guidance was performed every other day with a running mean of the previous displacements, residual setup errors>5 mm occurred in 24% of all fractions. This frequency increased to about 40% if setup errors>3 mm were scored. CONCLUSION: Setup errors increased with decreasing frequency of image guidance. However, residual errors were still significant at the 5-mm level, even with imaging was performed every other day. This suggests that localizations must be performed daily in the set up of prostate cancer patients during a course of external beam radiotherapy.


Subject(s)
Movement , Prostate , Prostatic Neoplasms/radiotherapy , Radiotherapy Planning, Computer-Assisted/methods , Algorithms , Dose Fractionation, Radiation , Humans , Male , Prostheses and Implants , Retrospective Studies , Workload
16.
Int J Radiat Oncol Biol Phys ; 69(3): 777-85, 2007 Nov 01.
Article in English | MEDLINE | ID: mdl-17606334

ABSTRACT

PURPOSE: To report and describe implantation techniques and stability of metallic fiducials in lung lesions to be treated with external beam radiotherapy. METHODS AND MATERIALS: Patients undergoing radiation therapy for small early-stage lung cancer underwent implantation with small metallic markers. Implantation was either transcutaneous under computed tomographic (CT) or fluoroscopic guidance or transbronchial with the superDimension/Bronchus system (radiofrequency signal-based bronchoscopy guidance related to CT images). RESULTS: Implantation was performed transcutaneously in 15 patients and transbronchially in 8 patients. Pneumothorax occurred with eight of the 15 transcutaneous implants, six of which required chest tube placement. None of the patients who underwent transbronchial implantation developed pneumothorax. Successfully inserted markers were all usable during gated image-guided radiotherapy. Marker stability was determined by observing the variation in gross target volume (GTV) centroid relative to the marker on repeated CT scans. Average three-dimensional variation in the GTV center relative to the marker was 2.6 +/- 1.3 (SD) mm, and the largest variation along any anatomic axis for any patient was <5 mm. Average GTV volume decrease during the observation period was 34% +/- 23%. Gross tumor volumes do not appear to shrink uniformly about the center of the tumor, but rather the tumor shapes deform substantially throughout treatment. CONCLUSIONS: Transbronchial marker placement is less invasive than transcutaneous placement, which is associated with high pneumothorax rates. Although marker geometry can be affected by tumor shrinkage, implanted markers are stable within tumors throughout the treatment duration regardless of implantation method.


Subject(s)
Bronchoscopy/methods , Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/radiotherapy , Prostheses and Implants , Radiography, Interventional/methods , Carcinoma, Non-Small-Cell Lung/pathology , Chest Tubes , Humans , Lung Neoplasms/pathology , Pneumothorax/etiology , Pneumothorax/therapy , Prostheses and Implants/adverse effects , Tomography, X-Ray Computed
17.
Int J Radiat Oncol Biol Phys ; 68(5): 1572-8, 2007 Aug 01.
Article in English | MEDLINE | ID: mdl-17570608

ABSTRACT

PURPOSE: To introduce a four-dimensional (4D) tomotherapy treatment technique with improved motion control and patient tolerance. METHODS AND MATERIALS: Computed tomographic images at 10 breathing phases were acquired for treatment planning. The full exhalation phase was chosen as the planning phase, and the CT images at this phase were used as treatment-planning images. Region of interest delineation was the same as in traditional treatment planning, except that no breathing motion margin was used in clinical target volume-planning target volume expansion. The correlation between delivery and breathing phases was set assuming a constant gantry speed and a fixed breathing period. Deformable image registration yielded the deformation fields at each phase relative to the planning phase. With the delivery/breathing phase correlation and voxel displacements at each breathing phase, a 4D tomotherapy plan was obtained by incorporating the motion into inverse treatment plan optimization. A combined laser/spirometer breathing tracking system has been developed to monitor patient breathing. This system is able to produce stable and reproducible breathing signals representing tidal volume. RESULTS: We compared the 4D tomotherapy treatment planning method with conventional tomotherapy on a static target. The results showed that 4D tomotherapy can achieve dose distributions on a moving target similar to those obtained with conventional delivery on a stationary target. Regular breathing motion is fully compensated by motion-incorporated breathing-synchronized delivery planning. Four-dimensional tomotherapy also has close to 100% duty cycle and does not prolong treatment time. CONCLUSION: Breathing-synchronized delivery is a feasible 4D tomotherapy treatment technique with improved motion control and patient tolerance.


Subject(s)
Lung Neoplasms/radiotherapy , Lung/physiology , Movement , Radiotherapy, Intensity-Modulated/methods , Respiration , Tomography, Spiral Computed/methods , Algorithms , Calibration , Feasibility Studies , Humans , Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/instrumentation
18.
Int J Radiat Oncol Biol Phys ; 67(3): 670-7, 2007 Mar 01.
Article in English | MEDLINE | ID: mdl-17197123

ABSTRACT

PURPOSE: The aim of this study was to assess the residual setup error of different image-guidance (IG) protocols in the alignment of patients with head and neck cancer. The protocols differ in the percentage of treatment fractions that are associated with image guidance. Using data from patients who were treated with daily IG, the residual setup errors for several different protocols are retrospectively calculated. METHODS AND MATERIALS: Alignment data from 24 patients (802 fractions) treated with daily IG on a helical tomotherapy unit were analyzed. The difference between the daily setup correction and the setup correction that would have been made according to a specific protocol was used to calculate the residual setup errors for each protocol. RESULTS: The different protocols are generally effective in reducing systematic setup errors. Random setup errors are generally not reduced for fractions that are not image guided. As a consequence, if every other treatment is image guided, still about 11% of all treatments (IG and not IG) are subject to three-dimensional setup errors of at least 5 mm. This frequency increases to about 29% if setup errors >3 mm are scored. For various protocols that require 15% to 31% of the treatments to be image guided, from 50% to 60% and from 26% to 31% of all fractions are subject to setup errors >3 mm and >5 mm, respectively. CONCLUSION: Residual setup errors reduce with increasing frequency of IG during the course of external-beam radiotherapy for head-and-neck cancer patients. The inability to reduce random setup errors for fractions that are not image guided results in notable residual setup errors.


Subject(s)
Algorithms , Head and Neck Neoplasms/radiotherapy , Radiotherapy Planning, Computer-Assisted/methods , Tomography, Spiral Computed/methods , Humans , Phantoms, Imaging , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/standards , Tomography, Spiral Computed/standards
19.
Expert Opin Drug Deliv ; 2(1): 103-13, 2005 Jan.
Article in English | MEDLINE | ID: mdl-16296738

ABSTRACT

Since the 1970s primary management for regionally advanced non-small cell lung cancer has shifted from radiotherapy alone to sequential chemoradiation to concurrent chemoradiation. The increase in survival with these approaches has been small; an approximately 3-4 month per decade increase in median survival. Future avenues to improve on these outcomes could involve: i)dose-intense radiotherapy; ii) better target delineation; and iii) combining molecularly targeted agents with optimised radiation therapy. However, to accomplish this, techniques to control tumour motion and decrease toxicity must be developed.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/radiotherapy , Animals , Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/mortality , Clinical Trials as Topic , Combined Modality Therapy , Dose Fractionation, Radiation , Dose-Response Relationship, Radiation , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Survival Rate , Time Factors
20.
Med Phys ; 32(10): 3214-24, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16279075

ABSTRACT

Total body radiation (TBI) has been used for many years as a preconditioning agent before bone marrow transplantation. Many side effects still plague its use. We investigated the planning and delivery of total body irradiation (TBI) and selective total marrow irradiation (TMI) and a reduced radiation dose to sensitive structures using image-guided helical tomotherapy. To assess the feasibility of using helical tomotherapy, (A) we studied variations in pitch, field width, and modulation factor on total body and total marrow helical tomotherapy treatments. We varied these parameters to provide a uniform dose along with a treatment times similar to conventional TBI (15-30 min). (B) We also investigated limited (head, chest, and pelvis) megavoltage CT (MVCT) scanning for the dimensional pretreatment setup verification rather than total body MVCT scanning to shorten the overall treatment time per treatment fraction. (C) We placed thermoluminescent detectors (TLDs) inside a Rando phantom to measure the dose at seven anatomical sites, including the lungs. A simulated TBI treatment showed homogeneous dose coverage (+/-10%) to the whole body. Doses to the sensitive organs were reduced by 35%-70% of the target dose. TLD measurements on Rando showed an accurate dose delivery (+/-7%) to the target and critical organs. In the TMI study, the dose was delivered conformally to the bone marrow only. The TBI and TMI treatment delivery time was reduced (by 50%) by increasing the field width from 2.5 to 5.0 cm in the inferior-superior direction. A limited MVCT reduced the target localization time 60% compared to whole body MVCT. MVCT image-guided helical tomotherapy offers a novel method to deliver a precise, homogeneous radiation dose to the whole body target while reducing the dose significantly to all critical organs. A judicious selection of pitch, modulation factor, and field size is required to produce a homogeneous dose distribution along with an acceptable treatment time. In addition, conformal radiation to the bone marrow appears feasible in an external radiation treatment using image-guided helical tomotherapy.


Subject(s)
Bone Marrow Neoplasms/radiotherapy , Bone Marrow/radiation effects , Radiometry/methods , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Whole-Body Counting/methods , Whole-Body Irradiation/methods , Feasibility Studies , Humans , Phantoms, Imaging , Radiotherapy Dosage
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