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1.
Int J Radiat Oncol Biol Phys ; 110(2): 551-565, 2021 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-33373659

RESUMEN

PURPOSE: Preclinical radiation replicating clinical intensity modulated radiation therapy (IMRT) techniques can provide data translatable to clinical practice. For this work, treatment plans were created for oxygen-guided dose-painting in small animals using inverse-planned IMRT. Spatially varying beam intensities were achieved using 3-dimensional (3D)-printed compensators. METHODS AND MATERIALS: Optimized beam fluence from arbitrary gantry angles was determined using a verified model of the XRAD225Cx treatment beam. Compensators were 3D-printed with varied thickness to provide desired attenuation using copper/polylactic-acid. Spatial resolution capabilities were investigated using printed test-patterns. Following American Association of Physicists in Medicine TG119, a 5-beam IMRT plan was created for a miniaturized (∼1/8th scale) C-shape target. Electron paramagnetic resonance imaging of murine tumor oxygenation guided simultaneous integrated boost (SIB) plans conformally treating tumor to a base dose (Rx1) with boost (Rx2) based on tumor oxygenation. The 3D-printed compensator intensity modulation accuracy and precision was evaluated by individually delivering each field to a phantom containing radiochromic film and subsequent per-field gamma analysis. The methodology was validated end-to-end with composite delivery (incorporating 3D-printed tungsten/polylactic-acid beam trimmers to reduce out-of-field leakage) of the oxygen-guided SIB plan to a phantom containing film and subsequent gamma analysis. RESULTS: Resolution test-patterns demonstrate practical printer resolution of ∼0.7 mm, corresponding to 1.0 mm bixels at the isocenter. The miniaturized C-shape plan provides planning target volume coverage (V95% = 95%) with organ sparing (organs at risk Dmax < 50%). The SIB plan to hypoxic tumor demonstrates the utility of this approach (hypoxic tumor V95%,Rx2 = 91.6%, normoxic tumor V95%,Rx1 = 95.7%, normal tissue V100%,Rx1 = 7.1%). The more challenging SIB plan to boost the normoxic tumor rim achieved normoxic tumor V95%,Rx2 = 90.9%, hypoxic tumor V95%,Rx1 = 62.7%, and normal tissue V100%,Rx2 = 5.3%. Average per-field gamma passing rates using 3%/1.0 mm, 3%/0.7 mm, and 3%/0.5 mm criteria were 98.8% ± 2.8%, 96.6% ± 4.1%, and 90.6% ± 5.9%, respectively. Composite delivery of the hypoxia boost plan and gamma analysis (3%/1 mm) gave passing results of 95.3% and 98.1% for the 2 measured orthogonal dose planes. CONCLUSIONS: This simple and cost-effective approach using 3D-printed compensators for small-animal IMRT provides a methodology enabling preclinical studies that can be readily translated into the clinic. The presented oxygen-guided dose-painting demonstrates that this methodology will facilitate studies driving much needed biologic personalization of radiation therapy for improvements in patient outcomes.


Asunto(s)
Fibrosarcoma/radioterapia , Impresión Tridimensional , Radioterapia de Intensidad Modulada/instrumentación , Animales , Cobre , Espectroscopía de Resonancia por Spin del Electrón , Fibrosarcoma/diagnóstico por imagen , Fibrosarcoma/metabolismo , Ratones , Tratamientos Conservadores del Órgano/métodos , Oxígeno/metabolismo , Fantasmas de Imagen , Poliésteres , Prueba de Estudio Conceptual , Planificación de la Radioterapia Asistida por Computador/métodos , Radioterapia de Intensidad Modulada/métodos , Hipoxia Tumoral , Película para Rayos X
2.
Acta Cir Bras ; 35(6): e202000608, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32667587

RESUMEN

Purpose To develop a 3D anatomical model for teaching canine epidural anesthesia (3DMEA) and to assess its efficacy for teaching and learning prior to the use of live animals. Methods The creation of 3DMEA was based on 3D optical scanning and 3D printing of canine bone pieces of the fifth to the seventh lumbar vertebrae, sacrum and pelvis. A total of 20 male dogs were scheduled for castration. 20 veterinary students watched a video showing epidural anesthesia in dogs before the clinical attempt and were assigned to control or 3DMEA groups. Students in the 3DMEA group trained in the model after the video. For the clinical trial, the epidural procedure was performed by students under the veterinary supervision. When observed the absence of response to nociceptive stimuli, the epidural was considered successful. Then, all students answered a questionnaire evaluating the main difficulty founded in the technique and its degree of difficulty. Results The 3DMEA group reported a lower degree of difficulty to perform the epidural anesthesia technique when compared with the control group (p=0.0037). The 3DMEA reproduced the anatomical structures, allowing the perception of the distance of needle in relation to the iliac prominences during epidural anesthesia. Its mobility allowed simulation of the animal in standing position and sternal recumbency. Conclusion The use of 3DMEA demonstrated greater efficacy in the execution of the technique, being effective in the teaching and learning process before the epidural anesthesia in live animals.


Asunto(s)
Anestesia Epidural , Animales , Perros , Espacio Epidural , Masculino , Modelos Anatómicos , Agujas
3.
Acta cir. bras ; 35(6): e202000608, 2020. tab, graf
Artículo en Inglés | LILACS | ID: biblio-1130653

RESUMEN

Abstract Purpose To develop a 3D anatomical model for teaching canine epidural anesthesia (3DMEA) and to assess its efficacy for teaching and learning prior to the use of live animals. Methods The creation of 3DMEA was based on 3D optical scanning and 3D printing of canine bone pieces of the fifth to the seventh lumbar vertebrae, sacrum and pelvis. A total of 20 male dogs were scheduled for castration. 20 veterinary students watched a video showing epidural anesthesia in dogs before the clinical attempt and were assigned to control or 3DMEA groups. Students in the 3DMEA group trained in the model after the video. For the clinical trial, the epidural procedure was performed by students under the veterinary supervision. When observed the absence of response to nociceptive stimuli, the epidural was considered successful. Then, all students answered a questionnaire evaluating the main difficulty founded in the technique and its degree of difficulty. Results The 3DMEA group reported a lower degree of difficulty to perform the epidural anesthesia technique when compared with the control group (p=0.0037). The 3DMEA reproduced the anatomical structures, allowing the perception of the distance of needle in relation to the iliac prominences during epidural anesthesia. Its mobility allowed simulation of the animal in standing position and sternal recumbency. Conclusion The use of 3DMEA demonstrated greater efficacy in the execution of the technique, being effective in the teaching and learning process before the epidural anesthesia in live animals.


Asunto(s)
Animales , Masculino , Perros , Anestesia Epidural , Espacio Epidural , Modelos Anatómicos , Agujas
4.
J Xray Sci Technol ; 27(1): 1-16, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30400125

RESUMEN

BACKGROUND: Some patients cannot be imaged with cone-beam CT for image-guided radiation therapy because their size, pose, or fixation devices cause collisions with the machine. OBJECTIVE: To investigate imaging trajectories that avoid such collisions by using virtual isocenter and variable magnification during acquisition while yielding comparable image quality. METHODS: The machine components most likely to collide are the gantry and kV detector. A virtual isocenter trajectory continuously moves the patient during gantry rotation to maintain an increased separation between the two. With dynamic magnification, the kV detector is dynamically moved to increase clearance for an angular range around the potential collision point while acquiring sufficient data to maintain the field-of-view. Both strategies were used independently and jointly with the resultant image quality evaluated against the standard circular acquisition. RESULTS: Collision avoiding trajectories show comparable contrast and resolution to standard techniques. For an anthropomorphic phantom, the RMSE is <7×10- 4, multi-scale structural similarity index is >0.97, and visual image fidelity is >0.96 for all trajectories when compared to a standard circular scan. CONCLUSIONS: The proposed trajectories avoid machine-patient collisions while providing comparable image quality to the current standard thereby enabling CBCT imaging for patients that could not otherwise be scanned.


Asunto(s)
Tomografía Computarizada de Haz Cónico/métodos , Radioterapia Guiada por Imagen/métodos , Tomografía Computarizada de Haz Cónico/instrumentación , Humanos , Aceleradores de Partículas/instrumentación , Fantasmas de Imagen , Planificación de la Radioterapia Asistida por Computador , Radioterapia Guiada por Imagen/instrumentación
5.
Int J Radiat Oncol Biol Phys ; 103(4): 977-984, 2019 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-30414912

RESUMEN

PURPOSE: It has been known for over 100 years that tumor hypoxia, a near-universal characteristic of solid tumors, decreases the curative effectiveness of radiation therapy. However, to date, there are no reports that demonstrate an improvement in radiation effectiveness in a mammalian tumor on the basis of tumor hypoxia localization and local hypoxia treatment. METHODS AND MATERIALS: For radiation targeting of hypoxic subregions in mouse fibrosarcoma, we used oxygen images obtained using pulse electron paramagnetic resonance pO2 imaging combined with 3D-printed radiation blocks. This achieved conformal radiation delivery to all hypoxic areas in FSa fibrosarcomas in mice. RESULTS: We demonstrate that treatment delivering a radiation boost to hypoxic volumes has a significant (P = .04) doubling of tumor control relative to boosts to well-oxygenated volumes. Additional dose to well-oxygenated tumor regions minimally increases tumor control beyond the 15% control dose to the entire tumor. If we can identify portions of the tumor that are more resistant to radiation, it might be possible to reduce the dose to more sensitive tumor volumes without significant compromise in tumor control. CONCLUSIONS: This work demonstrates in a single, intact mammalian tumor type that tumor hypoxia is a local tumor phenomenon whose treatment can be enhanced by local radiation. Despite enormous clinical effort to overcome hypoxic radiation resistance, to our knowledge this is the first such demonstration, even in preclinical models, of targeting additional radiation to hypoxic tumor to improve the therapeutic ratio.


Asunto(s)
Oxígeno/metabolismo , Radioterapia Guiada por Imagen/métodos , Animales , Línea Celular Tumoral , Espectroscopía de Resonancia por Spin del Electrón , Estimación de Kaplan-Meier , Ratones , Hipoxia Tumoral/efectos de la radiación
6.
Adv Radiat Oncol ; 3(3): 339-345, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30202803

RESUMEN

PURPOSE: Dose-volume histogram (DVH) toxicity relationships are poorly defined in men who receive radiation after radical prostatectomy (RP). We evaluated Radiation Therapy Oncology Group (RTOG) study 0534 and institutional intact normal-tissue sparing guidelines, as well as dose to bladder trigone, for ability to minimize late toxicity. METHODS AND MATERIALS: 164 men received intensity modulated radiation therapy (RT) to a median prostate bed dose of 66.6 Gy at a median of 22 months after RP. 46% of men were prescribed androgen deprivation therapy and pelvic lymph node irradiation to a median dose of 50.4 Gy. DVH relationships for the rectum, bladder, trigone, and bladder excluding the clinical target volume (bladder-CTV) were analyzed against the Common Terminology Criteria for Adverse Events late grade 2 + (G2+) gastrointestinal (GI) and genitourinary (GU) toxicity by log-rank test. RTOG 0534 (rectum V65, 40 Gy ≤35, 55%, and bladder-CTV V65, 40 ≤50, 70%) and intact prostate RT institutional guidelines (rectum V70, 65, 40 ≤20, 40, 80% and bladder V70, 65, 40 ≤30, 60, 80%, respectively) guidelines were evaluated. RESULTS: With a median follow-up time of of 33 months, the 4-year freedom from G2 + GI and GU toxicity were both 91%. G2 + GI (n = 12) and GU (n = 15) toxicity included 4% diarrhea (n = 6), 4% hemorrhage (n = 6), 1% proctitis (n = 1), and 4% urinary frequency (n = 7), 1% obstructive (n = 2), 2% cystitis (n = 3), and 3% incontinence (n = 5), respectively. RTOG 0534 rectum and bladder goals were not achieved in 65% and 41% of cases, while the institutional intact prostate goals were not achieved in 21% and 25% of cases, respectively. Neither dose to the bladder trigone nor any of the proposed normal tissue goals were associated with late toxicity (P > .1). In the univariate analysis, age, pelvic RT, RT dose, anticoagulation use, androgen deprivation therapy, time from RP to RT, and tobacco history were not associated with toxicity. CONCLUSIONS: More than 90% of men were free from late G2 + toxicity 4 years after post-RP intensity modulated RT. No tested parameters were associated with late toxicity. In the absence of established normal-tissue DVH guidelines in the postoperative setting, the use of intact guidelines is reasonable.

7.
Nat Biomed Eng ; 2(8): 600-610, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-31015630

RESUMEN

Checkpoint blockade immunotherapy relies on energized cytotoxic T cells attacking tumour tissue systemically. However, for many cancers, the reliance on T cell infiltration leads to low response rates. Conversely, radiotherapy has served as a powerful therapy for local tumours over the past 100 years, yet is rarely sufficient to cause systemic tumour rejection. Here, we describe a treatment strategy that combines nanoscale metal-organic framework (nMOF)-enabled radiotherapy-radiodynamic therapy with checkpoint blockade immunotherapy for both local and systemic tumour elimination. In mouse models of breast and colorectal cancer, intratumorally injected nMOFs treated with low doses of X-ray irradiation led to the eradication of local tumours and, when loaded with an inhibitor of the immune checkpoint molecule indoleamine 2,3-dioxygenase, the irradiated nMOFs led to consistent abscopal responses that rejected distal tumours. By combining the advantages of local radiotherapy and systemic tumour rejection via synergistic X-ray-induced in situ vaccination and indoleamine 2,3-dioxygenase inhibition, nMOFs may overcome some of the limitations of checkpoint blockade in cancer treatment.


Asunto(s)
Inmunoterapia/métodos , Estructuras Metalorgánicas/química , Nanoestructuras/química , Terapia por Rayos X/métodos , Animales , Antineoplásicos , Muerte Celular/efectos de los fármacos , Muerte Celular/efectos de la radiación , Línea Celular Tumoral , Terapia Combinada , Humanos , Estructuras Metalorgánicas/farmacología , Ratones , Nanomedicina
8.
Arq. ciências saúde UNIPAR ; 22(2): 81-86, maio-ago. 2018. ilus, tab
Artículo en Portugués | LILACS | ID: biblio-883576

RESUMEN

A interação entre homens e animais tem consequências para a saúde pública, como o aumento dos casos de raiva, uma zoonose letal. Neste estudo, foram analisadas 1047 fichas do Sistema de Informação de Agravos de Notificação (SINAN). Os dados foram representativos do tratamento preventivo anti-raiva humano no município de Cruzeiro do Sul, Acre, de 2007 a 2015. O maior número de casos foi registrado em 2013 (17,95%) e a maior incidência de ataques ocorreu nas regiões urbanas (86,1%). As feridas resultantes de mordida de cão corresponderam a 98,66% dos ataques. Os animais foram classificados como suspeitos da raiva em 65,42% dos casos, no entanto, apenas 1% foram clinicamente diagnosticados como positivos. Apenas 4% das vítimas humanas foram submetidas a exame para pós-exposição de titulação. Os resultados indicam que os programas de Saúde Pública devem considerar como prioritários os ataques de cães na área urbana na cidade de Cruzeiro do Sul, Acre.


The interaction between men and animals results in consequences for public health, such as the increase of rabies cases, a lethal zoonosis. In this study, a total of 1047 file cards from the Brazilian Notification Aggravation Information System (Sistema de Informação de Agravos de Notificação - SINAN) were analyzed. The analyzed data was representative of human anti-rabies preventive treatment in the city of Cruzeiro do Sul, Acre, from 2007 to 2015. Most cases were registered in 2013 (17.95%). The highest incidence of attacks occurred in urban regions (86.1%). Wounds from dog bites corresponded to 98.66% of the attacks. The animals were classified as suspected rabies in 65.42% of cases. However, only 1% were clinically diagnosed as positive. Only 4% of the human victims were subjected to examination for post-exposure titration. The results indicate that Public Health programs should consider dog bite attacks in the urban area as a priority in in the city of Cruzeiro do Sul.


Asunto(s)
Rabia , Mordeduras y Picaduras , Salud Pública , Perros
9.
Cell Biochem Biophys ; 75(3-4): 295-298, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28986856

RESUMEN

Radiation treatment success and high tumor oxygenation and success have been known to be highly correlated. This suggests that radiation therapy guided by images of tumor regions with low oxygenation, oxygen-guided radiation therapy (OGRT) may be a promising enhancement of cancer radiation treatment. Before applying the technique to human subjects, OGRT needs to be tested in animals, most easily in rodents. Electron paramagnetic resonance imaging provides quantitative maps of tissue and tumor oxygen in rodents with 1 mm spatial resolution and 1 torr pO2 resolution at low oxygen levels. The difficulty of using mouse models is their small size and that of their tumors. To overcome this we used XRAD225Cx micro-CT/ therapy system and 3D printed conformal blocks. Radiation is delivered first to a uniform 15% tumor control dose for the whole tumor and then a boost dose to either hypoxic tumor regions or equal volumes of well oxygenated tumor. Delivery of the booster dose used a multiple beam angles to deliver radiation beams whose shape conforms to that of all hypoxic regions or fully avoids those regions. To treat/avoid all hypoxic regions we used individual radiation blocks 3D-printed from acrylonitrile butadiene styrene polymer infused with tungsten particles fabricated immediately after imaging to determine regions with pO2 less than 10 torr. Preliminary results demonstrate the efficacy of the radiation treatment with hypoxic boosts with syngeneic FSa fibrosarcoma tumors in the legs of C3H mice.


Asunto(s)
Espectroscopía de Resonancia por Spin del Electrón , Oxígeno/química , Animales , Neoplasias Óseas/diagnóstico por imagen , Neoplasias Óseas/radioterapia , Fibrosarcoma/diagnóstico por imagen , Fibrosarcoma/radioterapia , Rayos gamma/uso terapéutico , Hipoxia , Imagen por Resonancia Magnética , Ratones , Modelos Biológicos , Impresión Tridimensional , Marcadores de Spin , Microtomografía por Rayos X
10.
Adv Exp Med Biol ; 977: 287-296, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28685458

RESUMEN

Modern standards for radiation treatment do not take into account tumor oxygenation for radiation treatment planning. Strong correlation between tumor oxygenation and radiation treatment success suggests that oxygen-guided radiation therapy (OGRT) may be a promising enhancement of cancer radiation treatment. We have developed an OGRT protocol for rodents. Electron paramagnetic resonance (EPR) imaging is used for recording oxygen maps with high spatial resolution and excellent accuracy better than 1 torr. Radiation is delivered with an animal intensity modulated radiation therapy (IMRT) XRAD225Cx micro-CT/ therapy system. The radiation plan is delivered in two steps. First, a uniform 15% tumor control dose (TCD15) is delivered to the whole tumor. In the second step, an additional booster dose amounting to the difference between TCD98 and TCD15 is delivered to radio-resistant, hypoxic tumor regions. Delivery of the booster dose is performed using a multiport conformal beam protocol. For radiation beam shaping we used individual radiation blocks 3D-printed from tungsten infused ABS polymer. Calculation of beam geometry and the production of blocks is performed next to the EPR imager, immediately after oxygen imaging. Preliminary results demonstrate the sub-millimeter precision of the radiation delivery and high dose accuracy. The efficacy of the radiation treatment is currently being tested on syngeneic FSa fibrosarcoma tumors grown in the legs of C3H mice.


Asunto(s)
Fibrosarcoma/radioterapia , Neoplasias de los Músculos/radioterapia , Oxígeno/análisis , Radioterapia Guiada por Imagen/métodos , Radioterapia de Intensidad Modulada/métodos , Hipoxia Tumoral/efectos de la radiación , Animales , Calibración , Espectroscopía de Resonancia por Spin del Electrón/métodos , Espectroscopía de Resonancia por Spin del Electrón/normas , Fibrosarcoma/metabolismo , Fibrosarcoma/patología , Imagen por Resonancia Magnética , Ratones , Ratones Endogámicos C3H , Neoplasias de los Músculos/metabolismo , Neoplasias de los Músculos/patología , Oxígeno/metabolismo , Presión Parcial , Dosificación Radioterapéutica , Radioterapia Guiada por Imagen/normas , Microtomografía por Rayos X
11.
Med Phys ; 44(10): 5367-5377, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-28703922

RESUMEN

PURPOSE: X-ray-induced luminescence (XIL) is a hybrid x-ray/optical imaging modality that employs nanophosphors that luminescence in response to x-ray irradiation. X-ray-activated phosphorescent nanoparticles have potential applications in radiation therapy as theranostics, nanodosimeters, or radiosensitizers. Extracting clinically relevant information from the luminescent signal requires the development of a robust imaging model that can determine nanophosphor distributions at depth in an optically scattering environment from surface radiance measurements. The applications of XIL in radiotherapy will be limited by the dose-dependent sensitivity at depth in tissue. We propose a novel geometry called selective plane XIL (SPXIL), and apply it to experimental measurements in optical gel phantoms and sensitivity simulations. METHODS: An imaging model is presented based on the selective plane geometry which can determine the detected diffuse optical signal for a given x-ray dose and nanophosphor distribution at depth in a semi-infinite, optically homogenous material. The surface radiance in the model is calculated using an analytical solution to the extrapolated boundary condition. Y2 O3 :Eu3+ nanoparticles are synthesized and inserted into various optical phantom in order to measure the luminescent output per unit dose for a given concentration of nanophosphors and calibrate an imaging model for XIL sensitivity simulations. SPXIL imaging with a dual-source optical gel phantom is performed, and an iterative Richardson-Lucy deconvolution using a shifted Poisson noise model is applied to the measurements in order to reconstruct the nanophosphor distribution. RESULTS: Nanophosphor characterizations showed a peak emission at 611 nm, a linear luminescent response to tube current and nanoparticle concentration, and a quadratic luminescent response to tube voltage. The luminescent efficiency calculation accomplished with calibrated bioluminescence mouse phantoms determines 1.06 photons were emitted per keV of x-ray radiation absorbed per g/mL of nanophosphor concentration. Sensitivity simulations determined that XIL could detect a concentration of 1 mg/mL of nanophosphors with a dose of 1 cGy at a depth ranging from 2 to 4 cm, depending on the optical parameters of the homogeneous diffuse optical environment. The deconvolution applied to the SPXIL measurements could resolve two sources 1 cm apart up to a depth of 1.75 cm in the diffuse phantom. CONCLUSIONS: We present a novel imaging geometry for XIL in a homogenous, diffuse optical environment. Basic characterization of Y2 O3 :Eu3+ nanophosphors are presented along with XIL/SPXIL measurements in optical gel phantoms. The diffuse optical imaging model is validated using these measurements and then calibrated in order to execute initial sensitivity simulations for the dose-depth limitations of XIL imaging. The SPXIL imaging model is used to perform a deconvolution on a dual-source phantom, which successfully reconstructs the nanophosphor distributions.


Asunto(s)
Luminiscencia , Imagen Óptica/métodos , Calibración , Nanopartículas , Fantasmas de Imagen , Relación Señal-Ruido , Rayos X
12.
Med Phys ; 44(4): 1246-1256, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28211070

RESUMEN

PURPOSE: Most radiation therapy optimization problems can be formulated as an unconstrained problem and solved efficiently by quasi-Newton methods such as the Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) algorithm. However, several next generation planning techniques such as total variation regularization- based optimization and MV+kV optimization, involve constrained or mixed-norm optimization, and cannot be solved by quasi-Newton methods. Using standard optimization algorithms on such problems often leads to prohibitively long optimization times and large memory requirements. This work investigates the use of a recently developed proximal operator graph solver (POGS) in solving such radiation therapy optimization problems. METHODS: Radiation therapy inverse treatment planning was formulated as a graph form problem, and the proximal operators of POGS for quadratic optimization were derived. POGS was exploited for the first time to impose hard dose constraints along with soft constraints in the objective function. The solver was applied to several clinical treatment sites (TG119, liver, prostate, and head&neck), and the results were compared to the solutions obtained by other commercial and non-commercial optimizers. RESULTS: For inverse planning optimization with nonnegativity box constraints on beamlet intensity, the speed of POGS can compete with that of LBFGSB in some situations. For constrained and mixed-norm optimization, POGS is about one or two orders of magnitude faster than the other solvers while requiring less computer memory. CONCLUSIONS: POGS was used for solving inverse treatment planning problems involving constrained or mixed-norm formulation on several example sites. This approach was found to improve upon standard solvers in terms of computation speed and memory usage, and is capable of solving traditionally difficult problems, such as total variation regularization-based optimization and combined MV+kV optimization.


Asunto(s)
Planificación de la Radioterapia Asistida por Computador/métodos , Algoritmos , Dosificación Radioterapéutica
13.
Int J Radiat Oncol Biol Phys ; 97(2): 306-312, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-28068238

RESUMEN

PURPOSE: Pelvic bone marrow (BM) constraints may offer a means to reduce the toxicity commonly associated with chemoradiation for anal cancer. We conducted a bi-institutional analysis of dose-volume metrics in a time-sensitive fashion to devise practical metrics to minimize hematologic toxicity. METHODS AND MATERIALS: Fifty-six anal cancer patients from 2 institutions received definitive radiation therapy (median primary dose of 54 Gy) using intensity modulated radiation therapy (IMRT, n=49) or 3-dimensional (3D) conformal therapy (n=7) with concurrent 5-fluorouracil (5-FU) and mitomycin C. Weekly blood counts were retrospectively plotted to characterize the time course of cytopenias. Dose-volume parameters were correlated with blood counts at a standardized time point to identify predictors of initial blood count nadirs. RESULTS: Leukocytes, neutrophils, and platelets reached a nadir at week 3 of treatment. Smaller volumes of the pelvic BM correlated most strongly with lower week 3 blood counts, more so than age, sex, body mass index (BMI), or dose metrics. Patients who had ≥750 cc of pelvic BM spared from doses of ≥30 Gy had 0% grade 3+ leukopenia or neutropenia at week 3. Higher V40 Gy to the lower pelvic BM (LP V40) also correlated with cytopenia. Patients with an LP V40 >23% had higher rates of grade 3+ leukopenia (29% vs 4%, P=.02), grade 3+ neutropenia (33% vs 8%, P=.04), and grade 2+ thrombocytopenia (32% vs 7%, P=.04) at week 3. On multivariate analysis, pelvic BM volume and LP V40 remained associated with leukocyte count, and all marrow subsite volumes remained associated with neutrophil counts at week 3 (P<.1). CONCLUSIONS: Larger pelvic BM volumes correlate with less severe leukocyte and neutrophil nadirs, suggesting that larger total "marrow reserve" can mitigate cytopenias. Sparing a critical marrow reserve and limiting the V40 Gy to the lower pelvis may reduce the risk of hematologic toxicity.


Asunto(s)
Neoplasias del Ano/terapia , Médula Ósea/efectos de la radiación , Carcinoma de Células Escamosas/terapia , Quimioradioterapia/efectos adversos , Leucopenia/etiología , Huesos Pélvicos/efectos de la radiación , Trombocitopenia/etiología , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias del Ano/sangre , Neoplasias del Ano/patología , Capecitabina/administración & dosificación , Carcinoma de Células Escamosas/patología , Esquema de Medicación , Femenino , Fluorouracilo/administración & dosificación , Humanos , Ilion/diagnóstico por imagen , Ilion/efectos de la radiación , Masculino , Persona de Mediana Edad , Mitomicina/administración & dosificación , Neutropenia/etiología , Huesos Pélvicos/diagnóstico por imagen , Dosificación Radioterapéutica , Radioterapia Conformacional/efectos adversos , Radioterapia de Intensidad Modulada/efectos adversos , Estudios Retrospectivos , Factores de Tiempo
14.
Mol Pharm ; 13(10): 3457-3467, 2016 10 03.
Artículo en Inglés | MEDLINE | ID: mdl-27560921

RESUMEN

Current strategies to target tumors with nanomedicines rely on passive delivery via the enhanced permeability and retention effect, leveraging the disorganized tumor microvasculature to promote macromolecule extravasation and the reduced lymphatic and venous drainage that favor retention. Nonetheless, FDA approvals and clinical use of nanomedicines have lagged, reflecting failure to display superiority over conventional formulations. Here, we have exploited image-guided X-irradiation to augment nanoparticle accumulation in tumors. A single 5 Gy dose of radiation, below that required to significantly delay tumor growth, can markedly enhance delivery of macromolecules and nanoparticles. The radiation effect was independent of endothelial cell integrity, suggesting a primary role for damage to microvascular pericytes and/or interstitial extracellular matrix. Significantly, radiation-guided delivery potentiated the therapeutic effects of PEGylated liposomal doxorubicin on experimental tumors. Applied to patients, these results suggest repurposing image-guided radiotherapy as a tool to guide cancer nanomedicine delivery, enhancing local control for primary tumors and metastatic disease while limiting systemic toxicity.


Asunto(s)
Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/radioterapia , Nanomedicina/métodos , Radioterapia Guiada por Imagen/métodos , Animales , Femenino , Humanos , Inmunohistoquímica , Células MCF-7 , Ratones , Ratones Endogámicos C57BL , Ratones Desnudos , Microscopía Electrónica de Transmisión , Nanopartículas/química , Radiación Ionizante , Microambiente Tumoral/efectos de la radiación , Ensayos Antitumor por Modelo de Xenoinjerto
15.
J Xray Sci Technol ; 24(3): 361-77, 2016 03 17.
Artículo en Inglés | MEDLINE | ID: mdl-27257875

RESUMEN

BACKGROUND: Patient dose from image guidance in radiotherapy is small compared to the treatment dose. However, the imaging beam is untargeted and deposits dose equally in tumor and healthy tissues. It is desirable to minimize imaging dose while maintaining efficacy. OBJECTIVE: Image guidance typically does not require full image quality throughout the patient. Dynamic filtration of the kV beam allows local control of CT image noise for high quality around the target volume and lower quality elsewhere, with substantial dose sparing and reduced scatter fluence on the detector. METHODS: The dynamic Intensity-Weighted Region of Interest (dIWROI) technique spatially varies beam intensity during acquisition with copper filter collimation. Fluence is reduced by 95% under the filters with the aperture conformed dynamically to the ROI during cone-beam CT scanning. Preprocessing to account for physical effects of the collimator before reconstruction is described. RESULTS: Reconstructions show image quality comparable to a standard scan in the ROI, with higher noise and streak artifacts in the outer region but still adequate quality for patient localization. Monte Carlo modeling shows dose reduction by 10-15% in the ROI due to reduced scatter, and up to 75% outside. CONCLUSIONS: The presented technique offers a method to reduce imaging dose by accepting increased image noise outside the ROI, while maintaining full image quality inside the ROI.


Asunto(s)
Tomografía Computarizada de Haz Cónico/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Radioterapia Guiada por Imagen/métodos , Tomografía Computarizada de Haz Cónico/instrumentación , Diseño de Equipo , Cabeza/diagnóstico por imagen , Humanos , Modelos Biológicos , Fantasmas de Imagen , Radioterapia Guiada por Imagen/instrumentación
16.
Phys Med Biol ; 61(9): 3387-406, 2016 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-27046218

RESUMEN

Increasing interest in optimization-based reconstruction in research on, and applications of, cone-beam computed tomography (CBCT) exists because it has been shown to have to potential to reduce artifacts observed in reconstructions obtained with the Feldkamp-Davis-Kress (FDK) algorithm (or its variants), which is used extensively for image reconstruction in current CBCT applications. In this work, we carried out a study on optimization-based reconstruction for possible reduction of artifacts in FDK reconstruction specifically from short-scan CBCT data. The investigation includes a set of optimization programs such as the image-total-variation (TV)-constrained data-divergency minimization, data-weighting matrices such as the Parker weighting matrix, and objects of practical interest for demonstrating and assessing the degree of artifact reduction. Results of investigative work reveal that appropriately designed optimization-based reconstruction, including the image-TV-constrained reconstruction, can reduce significant artifacts observed in FDK reconstruction in CBCT with a short-scan configuration.


Asunto(s)
Algoritmos , Tomografía Computarizada de Haz Cónico/métodos , Procesamiento de Imagen Asistido por Computador/normas , Fantasmas de Imagen , Artefactos
17.
Pract Radiat Oncol ; 6(5): e179-e185, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26961716

RESUMEN

PURPOSE: Urinary incontinence is a potential side effect of prostatectomy and intensity modulated radiation therapy (IMRT) for prostate cancer. There are limited data on dosimetric parameters that may predict for poor continence recovery in men who receive postoperative IMRT. METHODS AND MATERIALS: Eighty-seven men with nonmetastatic prostate cancer who underwent prostatectomy followed by adjuvant (13%) or salvage (87%) IMRT were identified. The Expanded Prostate Cancer Index composite questionnaire was prospectively collected at baseline, 6 weeks, and 6, 12, 18, 24, 36, and 48 months post-IMRT. Relevant critical structures were contoured and dose-volume metrics collected. The primary endpoint was urinary continence global score. Longitudinal analysis using a generalized estimating equation model was performed. RESULTS: There was no statistically significant change in Expanded Prostate Cancer Index composite urinary continence global scores over time as compared with baseline (all P > .05). In univariate analysis, bladder volume receiving 70 Gy (V70 Gy) and penile bulb V70 Gy were associated with urinary continence (odds ratio, 0.82; P < .05). In a multivariable model that included body mass index, distance between vesicourethral junction and genitourinary diaphragm, time from surgery, use of antihypertensive medications, age, diabetes, and bladder V70 Gy, only bladder V70 Gy (odds ratio, 0.82; P = .03) was associated with outcome. After 2 years, there was a significant difference in global score for those with V70 Gy < 42.27 versus ≥42.27 mL (all P < .05 at 2 and 3 years post-IMRT). CONCLUSION: There was no significant change in patient-reported urinary continence scores after postprostatectomy IMRT. Bladder V70 Gy was independently associated with a decrease in urinary continence scores. Further evaluation is necessary to optimize quality of life in these men.


Asunto(s)
Neoplasias de la Próstata/complicaciones , Radioterapia de Intensidad Modulada/métodos , Vejiga Urinaria/patología , Incontinencia Urinaria/etiología , Humanos , Masculino , Persona de Mediana Edad , Periodo Posoperatorio , Estudios Prospectivos , Neoplasias de la Próstata/patología , Encuestas y Cuestionarios
18.
Adv Exp Med Biol ; 876: 185-193, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26782211

RESUMEN

The outcome of cancer radiation treatment is strongly correlated with tumor oxygenation. The aim of this study is to use oxygen tension distributions in tumors obtained using Electron Paramagnetic Resonance (EPR) imaging to devise better tumor radiation treatment. The proposed radiation plan is delivered in two steps. In the first step, a uniform 50% tumor control dose (TCD50) is delivered to the whole tumor. For the second step an additional dose boost is delivered to radioresistant, hypoxic tumor regions. FSa fibrosarcomas grown in the gastrocnemius of the legs of C3H mice were used. Oxygen tension images were obtained using a 250 MHz pulse imager and injectable partially deuterated trityl OX63 (OX71) spin probe. Radiation was delivered with a novel animal intensity modulated radiation therapy (IMRT) XRAD225Cx microCT/radiation therapy delivery system. In a simplified scheme for boost dose delivery, the boost area is approximated by a sphere, whose radius and position are determined using an EPR O2 image. The sphere that irradiates the largest fraction of hypoxic voxels in the tumor was chosen using an algorithm based on Receiver Operator Characteristic (ROC) analysis. We used the fraction of irradiated hypoxic volume as the true positive determinant and the fraction of irradiated normoxic volume as the false positive determinant in the terms of that analysis. The most efficient treatment is the one that demonstrates the shortest distance from the ROC curve to the upper left corner of the ROC plot. The boost dose corresponds to the difference between TCD90 and TCD50 values. For the control experiment an identical radiation dose to the normoxic tumor area is delivered.


Asunto(s)
Neoplasias Experimentales/radioterapia , Oxígeno/metabolismo , Radioterapia de Intensidad Modulada/métodos , Animales , Tomografía Computarizada de Haz Cónico , Espectroscopía de Resonancia por Spin del Electrón , Ratones , Ratones Endogámicos C3H , Neoplasias Experimentales/diagnóstico por imagen , Neoplasias Experimentales/metabolismo , Curva ROC , Dosificación Radioterapéutica
19.
Med Phys ; 42(11): 6448-56, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26520734

RESUMEN

PURPOSE: This work presents a method of collision predictions for external beam radiotherapy using surface imaging. The present methodology focuses on collision prediction during treatment simulation to evaluate the clearance of a patient's treatment position and allow for its modification if necessary. METHODS: A Kinect camera (Microsoft, Redmond, WA) is used to scan the patient and immobilization devices in the treatment position at the simulator. The surface is reconstructed using the skanect software (Occipital, Inc., San Francisco, CA). The treatment isocenter is marked using simulated orthogonal lasers projected on the surface scan. The point cloud of this surface is then shifted to isocenter and converted from Cartesian to cylindrical coordinates. A slab models the treatment couch. A cylinder with a radius equal to the normal distance from isocenter to the collimator plate, and a height defined by the collimator diameter is used to estimate collisions. Points within the cylinder clear through a full gantry rotation with the treatment couch at 0°, while points outside of it collide. The angles of collision are reported. This methodology was experimentally verified using a mannequin positioned in an alpha cradle with both arms up. A planning CT scan of the mannequin was performed, two isocenters were marked in pinnacle, and this information was exported to AlignRT (VisionRT, London, UK)--a surface imaging system for patient positioning. This was used to ensure accurate positioning of the mannequin in the treatment room, when available. Collision calculations were performed for the two treatment isocenters and the results compared to the collisions detected the room. The accuracy of the Kinect-Skanect surface was evaluated by comparing it to the external surface of the planning CT scan. RESULTS: Experimental verification results showed that the predicted angles of collision matched those recorded in the room within 0.5°, in most cases (largest deviation -1.2°). The accuracy study for the Kinect-Skanect surface showed an average discrepancy between the CT external contour and the surface scan of 2.2 mm. CONCLUSIONS: This methodology provides fast and reliable collision predictions using surface imaging. The use of the Kinect-Skanect system allows for a comprehensive modeling of the patient topography including all the relevant anatomy and immobilization devices that may lead to collisions. The use of this tool at the treatment simulation stage may allow therapists to evaluate the clearance of a patient's treatment position and optimize it before the planning CT scan is performed. This can allow for safer treatments for the patients due to better collision predictions and improved clinical workflow by minimizing replanning and resimulations due to unforeseen clearance issues.


Asunto(s)
Interpretación de Imagen Asistida por Computador/métodos , Posicionamiento del Paciente/métodos , Reconocimiento de Normas Patrones Automatizadas/métodos , Radioterapia Guiada por Imagen/métodos , Programas Informáticos , Imagen de Cuerpo Entero/métodos , Algoritmos , Humanos , Aumento de la Imagen/métodos , Imagenología Tridimensional/métodos , Seguridad del Paciente , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Validación de Programas de Computación , Técnica de Sustracción
20.
Phys Med Biol ; 60(12): 4601-33, 2015 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-26020490

RESUMEN

Kilo-voltage (KV) cone-beam computed tomography (CBCT) unit mounted onto a linear accelerator treatment system, often referred to as on-board imager (OBI), plays an increasingly important role in image-guided radiation therapy. While the FDK algorithm is currently used for reconstructing images from clinical OBI data, optimization-based reconstruction has also been investigated for OBI CBCT. An optimization-based reconstruction involves numerous parameters, which can significantly impact reconstruction properties (or utility). The success of an optimization-based reconstruction for a particular class of practical applications thus relies strongly on appropriate selection of parameter values. In the work, we focus on tailoring the constrained-TV-minimization-based reconstruction, an optimization-based reconstruction previously shown of some potential for CBCT imaging conditions of practical interest, to OBI imaging through appropriate selection of parameter values. In particular, for given real data of phantoms and patient collected with OBI CBCT, we first devise utility metrics specific to OBI-quality-assurance tasks and then apply them to guiding the selection of parameter values in constrained-TV-minimization-based reconstruction. The study results show that the reconstructions are with improvement, relative to clinical FDK reconstruction, in both visualization and quantitative assessments in terms of the devised utility metrics.


Asunto(s)
Algoritmos , Tomografía Computarizada de Haz Cónico/métodos , Cabeza/diagnóstico por imagen , Fantasmas de Imagen , Neoplasias de la Próstata/radioterapia , Interpretación de Imagen Radiográfica Asistida por Computador/métodos , Radioterapia Guiada por Imagen/métodos , Humanos , Masculino , Garantía de la Calidad de Atención de Salud , Estudios Retrospectivos
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