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1.
Am J Clin Oncol ; 47(3): 110-114, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-37981700

ABSTRACT

OBJECTIVE: The safety of single-treatment stereotactic radiosurgery (SRS) for vestibular schwannoma (VS) with radiographic evidence of brainstem compression but without motor deficit is controversial. Data on linear accelerator (linac)-based SRS in this setting are scarce. We address this with an outcomes report from an unselected series of patients with VS with radiographic brainstem compression treated with linac SRS. METHODS: We included 139 patients with unilateral VS (any size) with radiographic brainstem compression (all without serious brainstem neurological deficits). The SRS prescription dose was 12.5 Gy (single fraction) using 6MV linac-produced photon beams, delivered with a multiple arc technique. Inclusion criteria required at least 1 year of radiographic follow-up with magnetic resonance imaging. The primary endpoint was freedom from serious brainstem toxicity (≥grade 3 Common Terminology Criteria for Adverse Events v5); the secondary was freedom from enlargement (tumor progression or any requiring intervention). We assessed serious cranial nerve complications, excluding hearing loss, defined as Common Terminology Criteria for Adverse Events v5 grade 3 toxicity. RESULTS: Median magnetic resonance imaging follow-up time was 5 years, and median tumor size was 2.5 cm in greatest axial dimension and 5 ml in volume. The median brainstem D0.03 ml=12.6 Gy and median brainstem V10 Gy=0.4 ml. At 5 years, the actuarial freedom from serious brainstem toxicity was 100%, and freedom from tumor enlargement (requiring surgery and/or due to progression) was 90%. Severe facial nerve damage in patients without tumor enlargement was 0.9%. CONCLUSION: Linac-based SRS, as delivered in our series for VS with radiographic brainstem compression, is safe and effective.


Subject(s)
Neuroma, Acoustic , Radiosurgery , Humans , Neuroma, Acoustic/diagnostic imaging , Neuroma, Acoustic/radiotherapy , Neuroma, Acoustic/etiology , Treatment Outcome , Radiosurgery/adverse effects , Radiosurgery/methods , Brain Stem/diagnostic imaging , Brain Stem/pathology , Follow-Up Studies , Retrospective Studies
2.
Science ; 379(6638): 1248-1252, 2023 Mar 24.
Article in English | MEDLINE | ID: mdl-36952407

ABSTRACT

Among the diverse areas of 3D printing, high-quality silicone printing is one of the least available and most restrictive. However, silicone-based components are integral to numerous advanced technologies and everyday consumer products. We developed a silicone 3D printing technique that produces precise, accurate, strong, and functional structures made from several commercially available silicone formulations. To achieve this level of performance, we developed a support material made from a silicone oil emulsion. This material exhibits negligible interfacial tension against silicone-based inks, eliminating the disruptive forces that often drive printed silicone features to deform and break apart. The versatility of this approach enables the use of established silicone formulations in fabricating complex structures and features as small as 8 micrometers in diameter.

3.
Rep Pract Oncol Radiother ; 27(4): 655-658, 2022.
Article in English | MEDLINE | ID: mdl-36196424

ABSTRACT

Background: Data are scarce on the efficacy of a second radiosurgery (SRS) treatment of vestibular schwannoma that has progressed following initial treatment with SRS. We sought to report the outcome of our repeat SRS series with long-term imaging follow-up. Materials and methods: We retrospectively analyzed 6 patients who met the following criteria: Repeat SRS at our institution between 1995 and 2018; solitary unilateral tumor; no evidence of neurofibromatosis; and magnetic resonance (MR) planning for both SRS treatments. All treatments were delivered with a linear accelerator-based system using head frame immobilization. The prescribed dose to the periphery of the tumor was 12.5 Gy in all initial and repeat SRS treatments, except for one repeat treatment to 10 Gy. Results: Follow-up with MR scan following the second SRS treatment was a median 8.4 years. The tumor control rate (lack of progression) following the second SRS treatment was 83% (5/6). Actuarial 10-year outcomes following repeat SRS were: tumor control, 80%; absolute survival, 80%; and cause-specific survival, 100%. Of the patients with at least minimal hearing retention before initial SRS, none had ipsilateral hearing preservation after initial radiation treatment. Improvement in any pretreatment cranial nerve deficits was not seen. The only permanent grade ≥ 3 toxicity from repeat SRS was a case of infraorbital nerve deficit. No patient developed a stroke, malignant transformation, induced second tumor, or facial nerve deficit. Conclusion: There was excellent overall survival, tumor control, and low morbidity in our series for recurrent vestibular schwannoma submitted to repeat single-fraction SRS, supporting additional studies of this treatment strategy.

4.
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
5.
Nat Commun ; 10(1): 4016, 2019 09 05.
Article in English | MEDLINE | ID: mdl-31488817

ABSTRACT

Chimeric antigen receptor (CAR) T-cell therapy targeting solid tumors has stagnated as a result of tumor heterogeneity, immunosuppressive microenvironments, and inadequate intratumoral T cell trafficking and persistence. Early (≤3 days) intratumoral presentation of CAR T cells post-treatment is a superior predictor of survival than peripheral persistence. Therefore, we have co-opted IL-8 release from tumors to enhance intratumoral T-cell trafficking through a CAR design for maximal antitumor activity in solid tumors. Here, we demonstrate that IL-8 receptor, CXCR1 or CXCR2, modified CARs markedly enhance migration and persistence of T cells in the tumor, which induce complete tumor regression and long-lasting immunologic memory in pre-clinical models of aggressive tumors such as glioblastoma, ovarian and pancreatic cancer.


Subject(s)
Glioblastoma/immunology , Immunotherapy, Adoptive , Interleukin-8/metabolism , Receptors, Antigen, T-Cell/immunology , Receptors, Interleukin-8A/metabolism , Receptors, Interleukin-8B/metabolism , T-Lymphocytes/immunology , Animals , Antigens, Neoplasm/immunology , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation , Cytokines/metabolism , Disease Models, Animal , Female , Glioblastoma/drug therapy , Glioblastoma/pathology , Humans , Mice, Inbred NOD , Tumor Microenvironment/immunology , Xenograft Model Antitumor Assays
6.
AJR Am J Roentgenol ; 211(6): 1283-1290, 2018 12.
Article in English | MEDLINE | ID: mdl-30354270

ABSTRACT

OBJECTIVE: The purpose of this study was to develop a road map for rapid construction of anthropomorphic phantoms from computational human phantoms for use in diagnostic imaging dosimetry studies. These phantoms are ideal for performing pregnant-patient dosimetry because the phantoms imitate the size and attenuation properties of an average-sized pregnant woman for multiple gestational periods. MATERIALS AND METHODS: The method was derived from methods and materials previously described but adapted for 3D printing technology. A 3D printer was used to transform computational models into a physical duplicate with small losses in spatial accuracy and to generate tissue-equivalent materials characterized for diagnostic energy x-rays. A series of pregnant abdomens were selected as prototypes because of their large size and complex modeling. The process involved the following steps: segmentation of anatomy used for modeling; transformation of the computational model into a printing file format; preparation, characterization, and introduction of phantom materials; and model removal and phantom assembly. RESULTS: The density of the homogenized soft tissue-equivalent substitute was optimized by combining 9.0% by weight of urethane filler powder and 91.0% urethane polymer, which resulted in a mean density of 1.041 g/cm3 measured over 20 samples. Density varied among all of the samples by 0.0026 g/cm3. The total variation in density was 0.00261 g/cm3. The half-value layer of the bone material was measured to be 1.7 mm of bone material at 120 kVp and when simulated by use of the density of the bone tissue-equivalent substitute (1.60 g/cm3) was determined to be 1.61 mm of bone tissue. For dosimetry purposes the phantom provided excellent results for evaluating a site's protocol based on scan range. CONCLUSION: The 3D printing technology is applicable to the fabrication of phantoms used for performing dosimetry. The tissue-equivalent materials used to substitute for the soft tissue were developed to be highly adaptable for optimization based on the dosimetry application. Use of this method resulted in more automated phantom construction with decreased construction time and increased out-of-slice spatial resolution of the phantoms.


Subject(s)
Anthropometry , Computer Simulation , Pelvis/diagnostic imaging , Phantoms, Imaging , Printing, Three-Dimensional , Radiometry , Female , Humans , Pregnancy
7.
Am J Clin Oncol ; 41(3): 223-226, 2018 03.
Article in English | MEDLINE | ID: mdl-26650779

ABSTRACT

OBJECTIVES: To determine the long-term outcome after stereotactic radiosurgery (SRS) for temporal bone paragangliomas. MATERIALS AND METHODS: We retrospectively reviewed the medical records of 11 patients with temporal bone paragangliomas (10 patients with a glomus jugulare tumor and 1 patient with a glomus tympanicum tumor) treated between January 1997 and July 2012 at the University of Florida with SRS to a median dose of 15 Gy in 1 fraction. Ten previously unirradiated patients received SRS as did 1 patient who received prior fractionated radiotherapy (FRT) and then received salvage SRS for a local recurrence. The major outcome endpoint was local control, meaning no further growth or shrinkage on follow-up computed tomography or magnetic resonance imaging scans. RESULTS: The median follow-up time was 5.3 years. Two patients developed a local recurrence after SRS, including the patient who received salvage SRS after prior FRT. The overall local control rates at 5 and 10 years were both 81%. The cause-specific survival rates at 5 and 10 years were both 88%. The distant metastasis-free survival rates at 5 and 10 years were both 100%. The overall survival rates at 5 and 10 years were both 78%. There were no severe complications. CONCLUSIONS: SRS for benign head and neck paragangliomas is a safe and efficacious treatment associated with minimal morbidity. SRS is suitable for patients with skull base tumors <3 cm when FRT is logistically unsuitable. Surgery is reserved for patients in good health whose risk of associated morbidity is low. Observation is a reasonable option for asymptomatic patients with a limited life expectancy.


Subject(s)
Paraganglioma, Extra-Adrenal/surgery , Radiosurgery/methods , Skull Neoplasms/surgery , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Paraganglioma, Extra-Adrenal/mortality , Radiosurgery/mortality , Retrospective Studies , Skull Neoplasms/mortality , Temporal Bone/pathology , Treatment Outcome
8.
Neurosurg Clin N Am ; 28(4): 585-594, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28917286

ABSTRACT

Spinal instrumentation often involves placing implants without direct visualization of their trajectory or proximity to adjacent neurovascular structures. Two-dimensional fluoroscopy is commonly used to navigate implant placement, but with the advent of computed tomography, followed by the invention of a mobile scanner with an open gantry, three-dimensional (3D) navigation is now widely used. This article critically appraises the available literature to assess the influence of 3D navigation on radiation exposure, accuracy of instrumentation, operative time, and patient outcomes. Also explored is the latest technological advance in 3D neuronavigation: the manufacturing of, via 3D printers, patient-specific templates that direct implant placement.


Subject(s)
Imaging, Three-Dimensional/methods , Spine/surgery , Tomography, X-Ray Computed/methods , Fluoroscopy/methods , Humans , Surgery, Computer-Assisted/methods
9.
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
10.
Stereotact Funct Neurosurg ; 92(5): 323-33, 2014.
Article in English | MEDLINE | ID: mdl-25277349

ABSTRACT

BACKGROUND: Despite the conformity of stereotactic radiosurgery (SRS) treatment, there are concerns about the risk of malignancy. OBJECTIVE: We compared the number of cancer cases observed after treatment in a group of SRS patients to the number of cancer cases that would be expected in an age- and gender-matched group. METHODS: We collected data from the University of Florida SRS database for patients treated for meningiomas, intracranial schwannomas, arteriovenous malformations (AVMs), trigeminal neuralgia, pituitary adenomas, cavernous angiomas, and metastases. We used the Florida Cancer Data System (FCDS) to determine the actual cancer rates for SRS-treated patients, and we compared these to the cancer rates in similar groups of non-SRS-treated patients based on rates available from the SEER (surveillance epidemiology and end results) database. RESULTS: A total of 2,369 patients were analyzed. Of these, 862 were patients with metastases who were analyzed only to ensure the sensitivity of using the FCDS to determine malignancy rates. The results for patients with more than 5 years of follow-up are reported. Without the metastases patients, a total of 627 patients had more than 5 years of follow-up data. Follow-up in patient-years was 1,711 for the meningioma patients, 1,851 for the schwannoma patients, 1,407 for the AVM patients and 338 for patients with a diagnosis of 'other'. The observed cancer rate in the meningioma patients was 3.96% compared to the expected rate of 10% (binomial 95% confidence interval, CI = 1.85-7.94). The observed cancer rate in the schwannoma patients was 4.93% compared to the expected rate of 12.5% (95% CI = 2.61-8.89). The observed cancer rate in the AVM patients was 3.64% compared to the expected rate of 4.43% (95% CI = 1.49-8.10). The observed cancer rate in patients treated for other diagnoses (e.g. pituitary adenoma or trigeminal neuralgia) was 0% compared to the expected rate of 6.36% (95% CI = 0-11.7). CONCLUSIONS: In a large population of SRS-treated patients, there was no increased risk of malignancy compared to the general population.


Subject(s)
Brain Neoplasms/surgery , Intracranial Arteriovenous Malformations/surgery , Neoplasms, Radiation-Induced/etiology , Radiosurgery/adverse effects , Trigeminal Neuralgia/surgery , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Particle Accelerators , Radiosurgery/instrumentation , Retrospective Studies , Risk , Treatment Outcome , Young Adult
11.
Blood ; 124(8): 1232-41, 2014 Aug 21.
Article in English | MEDLINE | ID: mdl-24802774

ABSTRACT

Hematopoietic stem cell (HSC)-derived cells are involved in wound healing responses throughout the body. Unfortunately for mammals, wound repair typically results in scarring and nonfunctional reparation. Among vertebrates, none display such an extensive ability for adult regeneration as urodele amphibians, including 1 of the more popular models: the axolotl. However, a lack of knowledge of axolotl hematopoiesis hinders the use of this animal for the study of hematopoietic cells in scar-free wound healing and tissue regeneration. We used white and cytomegalovirus:green fluorescent protein(+) transgenic white axolotl strains to map sites of hematopoiesis and develop hematopoietic cell transplant methodology. We also established a fluorescence-activated cell sorter enrichment technique for major blood lineages and colony-forming unit assays for hematopoietic progenitors. The liver and spleen are both active sites of hematopoiesis in adult axolotls and contain transplantable HSCs capable of long-term multilineage blood reconstitution. As in zebrafish, use of the white axolotl mutant allows direct visualization of homing, engraftment, and hematopoiesis in real time. Donor-derived hematopoiesis occurred for >2 years in recipients generating stable hematopoietic chimeras. Organ segregation, made possible by embryonic microsurgeries wherein halves of 2 differently colored embryos were joined, indicate that the spleen is the definitive site of adult hematopoiesis.


Subject(s)
Hematopoiesis/physiology , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Regeneration/physiology , Ambystoma mexicanum , Animals , Animals, Genetically Modified , Graft Survival/physiology , Hematopoietic Stem Cell Transplantation
12.
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
13.
Neurosurgery ; 73 Suppl 1: 138-45, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24051877

ABSTRACT

BACKGROUND: Surgical education is moving rapidly to the use of simulation for technical training of residents and maintenance or upgrading of surgical skills in clinical practice. To optimize the learning exercise, it is essential that both visual and haptic cues are presented to best present a real-world experience. Many systems attempt to achieve this goal through a total virtual interface. OBJECTIVE: To demonstrate that the most critical aspect in optimizing a simulation experience is to provide the visual and haptic cues, allowing the training to fully mimic the real-world environment. METHODS: Our approach has been to create a mixed-reality system consisting of a physical and a virtual component. A physical model of the head or spine is created with a 3-dimensional printer using deidentified patient data. The model is linked to a virtual radiographic system or an image guidance platform. A variety of surgical challenges can be presented in which the trainee must use the same anatomic and radiographic references required during actual surgical procedures. RESULTS: Using the aforementioned techniques, we have created simulators for ventriculostomy, percutaneous stereotactic lesion procedure for trigeminal neuralgia, and spinal instrumentation. The design and implementation of these platforms are presented. CONCLUSION: The system has provided the residents an opportunity to understand and appreciate the complex 3-dimensional anatomy of the 3 neurosurgical procedures simulated. The systems have also provided an opportunity to break procedures down into critical segments, allowing the user to concentrate on specific areas of deficiency.


Subject(s)
Computer Simulation , Neurosurgery/methods , Neurosurgical Procedures/methods , Algorithms , Catheter Ablation , Head/anatomy & histology , Humans , Internal Fixators , Internship and Residency , Models, Anatomic , Neurosurgery/education , Neurosurgical Procedures/education , Radiography , Radiosurgery , Spine/diagnostic imaging , Spine/surgery , Trigeminal Neuralgia/therapy , User-Computer Interface , Ventriculostomy
14.
J Magn Reson Imaging ; 37(3): 600-9, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23060259

ABSTRACT

PURPOSE: To employ and compare probabilistic diffusion tractography (PDT) for the explicit localization of connections from the thalamus to somatosensory cortex (S1) and primary motor cortex (M1) / supplementary motor area (SMA) with microelectrode electrophysiology in patients undergoing deep brain stimulation (DBS) surgery. MATERIALS AND METHODS: These tractography-derived connections were used to categorize voxels in the thalamus as corresponding to sensory or motor physiology. A novel model (referred to in this work as the "mixture" model) to delineate PDT-based thalamic functional subregions by thresholding fiber intensities, ie, connectivity-defined regions (CDR), was devised. Regions created using this classification method were compared with the most commonly used model (referred to in this work as the "separation" or "winner takes all" model) for defining CDRs. RESULTS: Electrophysiology data corresponded better for S1 CDRs created using the mixture model for both sensory and motor cells. Separation model CDRs showed poor correspondence against electrophysiology, with few sensory cells corresponding to the S1 separation model CDR. CONCLUSION: Mixture model-based CDRs may offer a significant improvement in delineation of functional subregions of subcortical structures.


Subject(s)
Deep Brain Stimulation/methods , Diffusion Tensor Imaging/methods , Electrophysiology/methods , Magnetic Resonance Imaging/methods , Motor Cortex/pathology , Thalamus/pathology , Brain Mapping/methods , Electrodes , Humans , Image Processing, Computer-Assisted/methods , Motor Cortex/physiology , Probability , ROC Curve , Reproducibility of Results
15.
Open Neuroimag J ; 6: 92-8, 2012.
Article in English | MEDLINE | ID: mdl-23091579

ABSTRACT

BACKGROUND: Targeting in deep brain stimulation (DBS) relies heavily on the ability to accurately localize particular anatomic brain structures. Direct targeting of subcortical structures has been limited by the ability to visualize relevant DBS targets. METHODS AND RESULTS: In this work, we describe the development and implementation, of a methodology utilized to create a three dimensional deformable atlas for DBS surgery. This atlas was designed to correspond to the print version of the Schaltenbrand-Bailey atlas structural contours. We employed a smoothing technique to reduce artifacts inherent in the print version. CONCLUSIONS: We present the methodology used to create a three dimensional patient specific DBS atlas which may in the future be tested for clinical utility.

16.
Neurol Res ; 33(8): 803-19, 2011 Oct.
Article in English | MEDLINE | ID: mdl-22004703

ABSTRACT

Stereotactic radiosurgery is the term coined by Lars Leksell to describe the application of a single, high dose of radiation to a stereotactically defined target volume. In the 1970s, reports began to appear documenting the successful obliteration of arteriovenous malformations (AVMs) with radiosurgery. When an AVM is treated with radiosurgery, a pathologic process appears to be induced that is similar to the response-to-injury model of atherosclerosis. Radiation injury to the vascular endothelium is believed to induce the proliferation of smooth-muscle cells and the elaboration of extracellular collagen, which leads to progressive stenosis and obliteration of the AVM nidus thereby eliminating the risk of hemorrhage. The advantages of radiosurgery - compared to microsurgical and endovascular treatments - are that it is noninvasive, has minimal risk of acute complications, and is performed as an outpatient procedure requiring no recovery time for the patient. The primary disadvantage of radiosurgery is that cure is not immediate. While thrombosis of the lesion is achieved in the majority of cases, it commonly does not occur until two or three years after treatment. During the interval between radiosurgical treatment and AVM thrombosis, the risk of hemorrhage remains. Another potential disadvantage of radiosurgery is possible long term adverse effects of radiation. Finally, radiosurgery has been shown to be less effective for lesions over 10 cc in volume. For these reasons, selection of the optimal treatment for an AVM is a complex decision requiring the input of experts in endovascular, open surgical, and radiosurgical treatment. In the pages below, we will review the world's literature on radiosurgery for AVMs. Topics reviewed will include the following: radiosurgical technique, radiosurgery results (gamma knife radiosurgery, particle beam radiosurgery, linear accelerator radiosurgery), hemorrhage after radiosurgery, radiation induced complications, repeat radiosurgery, and radiosurgery for other types of vascular malformation.


Subject(s)
Arteriovenous Malformations/surgery , Radiosurgery/adverse effects , Radiosurgery/instrumentation , Combined Modality Therapy/methods , Humans , Postoperative Hemorrhage/epidemiology , Postoperative Hemorrhage/mortality , Postoperative Hemorrhage/prevention & control , Radiation Injuries/epidemiology , Radiation Injuries/mortality , Radiosurgery/methods , Retreatment/statistics & numerical data , Treatment Failure
17.
Neurosurgery ; 68(4): 974-84; discussion 984, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21221035

ABSTRACT

BACKGROUND: Nonvestibular schwannomas are uncommon tumors of the brain often treated by surgical resection. Surgery may be associated with high morbidity. OBJECTIVE: We present a series of nonvestibular schwannomas treated with linear accelerator radiosurgery during a 19-year period. METHODS: This is a retrospective analysis of patients who underwent treatment of nonvestibular schwannomas at the University of Florida with linear accelerator radiosurgery between August 1989 and February 2008. Forty-nine patients underwent treatment during the study period, and 6 were lost to follow up. The mean age was 51 years (range, 17-82 years), 39% had previous surgical resection, and 67% presented with preradiosurgery cranial nerve deficits. There were 25 trigeminal, 18 jugular foramen, 2 facial, 2 oculomotor, 1 hypoglossal, and 1 high cervical schwannomas. The median tumor volume was 5.3 mL (range, 0.3-24.5 mL), treated with a median dose of 1250 cGy (range, 1000-1500 cGy). Study endpoints were actuarial local tumor control and neurological outcome. RESULTS: Forty-three patients were available for a median follow-up of 37 months (range, 6-210 months). Actuarial local tumor control was 97% at 1 year, 91% at 4.5 years, and 83% at 5 years. There were 4 new cranial nerve deficits (9%) including facial numbness (2 patients), anesthesia dolorosa (1 patient), and facial weakness (1 patient). Thirty-nine percent had documented clinical and/or symptomatic improvement. There were no other morbidity and no mortality with treatment. CONCLUSION: Radiosurgery for nonvestibular schwannomas offers good actuarial local tumor control and has superior morbidity compared with surgical resection. This is the largest linear accelerator radiosurgical series, and the second largest radiosurgical series reported to date.


Subject(s)
Brain Neoplasms/surgery , Cranial Nerve Neoplasms/surgery , Neurilemmoma/surgery , Radiosurgery/methods , Adolescent , Adult , Aged, 80 and over , Brain Neoplasms/diagnostic imaging , Cranial Nerve Neoplasms/diagnostic imaging , Female , Follow-Up Studies , Humans , Lost to Follow-Up , Male , Middle Aged , Neurilemmoma/diagnostic imaging , Radiography , Retrospective Studies , Young Adult
18.
J Appl Clin Med Phys ; 10(4): 260-272, 2009 Sep 02.
Article in English | MEDLINE | ID: mdl-19918219

ABSTRACT

Image guided surgery is currently performed using frame-based as well as frameless approaches. In order to reduce the invasive nature of stereotactic guidance as well as to reduce the cost in both equipment and time required within the operating room we investigated the use of rapid prototyping (RP) technology. In our approach we fabricated custom patient specific face-masks and guides that can be applied to the patient during surgery. These guides provide a stereotactic reference for the accurate placement of surgical tools to a pre-planned target along a pre-planned trajectory. While the use of RP machines has previously been shown to be satisfactory for the accuracy standpoint, one of our design criteria, completing the entire built and introduction into the sterile field in less than 120 minutes, was unobtainable. Our primary problems were the fabrication time and the non-resistance of the built material to high-temperature sterilization. In the current study, we have investigated the use of subtractive rapid prototyping (SRP) machines to perform the same quality of surgical guidance while improving the fabrication time and allowing for choosing materials suitable for sterilization. Because SRP technology does not offer the same flexibility as RP in term of prototype shape and complexity, our software program was adapted to provide new guide designs suitable for SRP fabrication. The biopsy guide was subdivided for a more efficient built with the parts being uniquely assembled to form the final guide. The accuracy of the assembly was then assessed using a modified Brown-Roberts-Wells phantom base that allows measuring the position of a biopsy needle introduced into the guide and comparing it with the actual planned target. These tests showed that 1) SRP machines provide an average accuracy of 0.77 mm with a standard deviation of 0.05 mm (plus or minus one image pixel) and 2) SRP allows for fabrication and sterilization within three and a half hours after diagnostic image acquisition and we are confident that that further improvements can reduce this time to less than two hours. Further tests will determine the accuracy of the positioning of the face mask on the patient's head under an IRB-approved trial judged against actual frame-based and frameless systems.


Subject(s)
Biopsy, Needle/instrumentation , Brain/pathology , Neuronavigation/instrumentation , Phantoms, Imaging/standards , Radiosurgery/methods , Stereotaxic Techniques/instrumentation , Surgery, Computer-Assisted/instrumentation , Biopsy, Needle/methods , Computer Simulation , Humans , Image Processing, Computer-Assisted/instrumentation , Models, Biological , Neuronavigation/methods , Radiosurgery/instrumentation , Software , Surgery, Computer-Assisted/methods
19.
J Neurosurg ; 111(4): 832-9, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19445567

ABSTRACT

OBJECT: The radiosurgery-based arteriovenous malformation (AVM) score (RBAS) is a grading system designed to predict patient outcomes after Gamma Knife surgery for AVMs. This study seeks to validate independently the predictive nature of the RBAS, not only after single treatment but for retreatment, and to assess the overall outcome regardless of number of radiosurgeries. METHODS: The authors analyzed 403 patients treated with linear accelerator (LINAC) radiosurgery for AVMs between May 1988 and June 2008. The AVM scores were determined by the following equation: AVM score = (0.1 x volume in cm(3)) + (0.02 x age in years) + (0.3 x location). The location values are as follows: frontal/temporal = 0, parietal/occipital/corpus callosum/cerebellar = 1, and basal ganglia/thalamus/brainstem = 2. RESULTS: Testing demonstrated that the RBAS correlated with excellent outcomes after single or repeat radiosurgery (p < 0.001 for both variables). One hundred sixty-two (49%) of 330 patients had excellent outcomes (obliteration without deficit) after a single treatment. Excellent outcomes were achieved in 74, 64, 50, and 11% of patients with AVM scores of < 1.0 (Group 1), between 1.0 and < 1.8 (Group 2), between 1.8 and < 2.5 (Group 3), and >or= 2.5 (Group 4), respectively. Fifty-one patients (70%) obtained radiosurgical cure and 46 (63%) achieved excellent outcomes after repeat radiosurgery. Of these, 100% achieved excellent outcomes in Group 1, 70% did so in Group 2, 47% in Group 3, and 14% in Group 4. The RBAS correlated with excellent outcomes after overall treatment (p < 0.001). Two hundred seventy-seven patients (69%) obtained AVM obliteration, and 62% achieved excellent outcomes. In Group 1, 87% achieved excellent outcomes, 75% did so in Group 2, 61% in Group 3, and 24% in Group 4. CONCLUSIONS: The RBAS is a good predictor of patient outcomes after LINAC radiosurgery.


Subject(s)
Intracranial Arteriovenous Malformations/surgery , Outcome Assessment, Health Care/methods , Radiosurgery/methods , Severity of Illness Index , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Intracranial Arteriovenous Malformations/diagnosis , Male , Middle Aged , Predictive Value of Tests , Prognosis , Retrospective Studies , Treatment Outcome , Young Adult
20.
Neuroimage ; 47 Suppl 2: T44-52, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19362595

ABSTRACT

DBS depends on precise placement of the stimulating electrode into an appropriate target region. Image-based (direct) targeting has been limited by the ability of current technology to visualize DBS targets. We have recently developed and employed a Fast Gray Matter Acquisition T1 Inversion Recovery (FGATIR) 3T MRI sequence to more reliably visualize these structures. The FGATIR provides significantly better high resolution thin (1 mm) slice visualization of DBS targets than does either standard 3T T1 or T2-weighted imaging. The T1 subcortical image revealed relatively poor contrast among the targets for DBS, though the sequence did allow localization of striatum and thalamus. T2 FLAIR scans demonstrated better contrast between the STN, SNr, red nucleus (RN), and pallidum (GPe/GPi). The FGATIR scans allowed for localization of the thalamus, striatum, GPe/GPi, RN, and SNr and displayed sharper delineation of these structures. The FGATIR also revealed features not visible on other scan types: the internal lamina of the GPi, fiber bundles from the internal capsule piercing the striatum, and the boundaries of the STN. We hope that use of the FGATIR to aid initial targeting will translate in future studies to faster and more accurate procedures with consequent improvements in clinical outcomes.


Subject(s)
Brain/pathology , Deep Brain Stimulation/methods , Magnetic Resonance Imaging/methods , Brain/surgery , Essential Tremor/pathology , Essential Tremor/surgery , Humans , Parkinson Disease/pathology , Parkinson Disease/surgery , Pilot Projects
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