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1.
J Appl Clin Med Phys ; 25(3): e14185, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38332556

RESUMEN

PURPOSE: ACR and AAPM task group's guidelines addressing commissioning for dedicated MR simulators were recently published. The goal of the current paper is to present the authors' 2-year experience regarding the commissioning and introduction of a QA program based on these guidelines and an associated automated workflow. METHODS: All mandatory commissioning tests suggested by AAPM report 284 were performed and results are reported for two MRI scanners (MAGNETOM Sola and Aera). Visual inspection, vendor clinical or service platform, third-party software, or in-house python-based code were used. Automated QA and data analysis was performed via vendor, in-house or third-party software. QATrack+ was used for QA data logging and storage. 3D geometric distortion, B0 inhomogeneity, EPI, and parallel imaging performance were evaluated. RESULTS: Contrasting with AAPM report 284 recommendations, homogeneity and RF tests were performed monthly. The QA program allowed us to detect major failures over time (shimming, gradient calibration and RF interference). Automated QA, data analysis, and logging allowed fast ACR analysis daily and monthly QA to be performed in 3 h. On the Sola, the average distortion is 1 mm for imaging radii of 250 mm or less. For radii of up to 200 mm, the maximum, average (standard deviation) distortion is 1.2  and 0.4 mm (0.3 mm). Aera values are roughly double the Sola for radii up to 200 mm. EPI geometric distortion, ghosting ratio, and long-term stability were found to be under the maximum recommended values. Parallel imaging SNR ratio was stable and close to the theoretical value (ideal g-factor). No major failures were detected during commissioning. CONCLUSION: An automated workflow and enhanced QA program allowed to automatically track machine and environmental changes over time and to detect periodic failures and errors that might otherwise have gone unnoticed. The Sola is more geometrically accurate, with a more homogenous B0 field than the Aera.


Asunto(s)
Oncología por Radiación , Humanos , Fantasmas de Imagen , Imagen por Resonancia Magnética/métodos , Programas Informáticos , Flujo de Trabajo
2.
J Contemp Brachytherapy ; 14(4): 379-389, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-36199940

RESUMEN

Purpose: Recently, our GPU-based multi-criteria optimization (gMCO) algorithm has been integrated in a graphical user interface (gMCO-GUI) that allows real-time plan navigation through a gMCO-generated set of Pareto-optimal plans for high-dose-rate (HDR) brachytherapy. This work reports on the commissioning of the gMCO algorithm into clinical workflow. Material and methods: Our MCO workflow was validated against Oncentra Prostate v. 4.2.2 (OcP) and Oncentra Brachy v. 4.6.0 (OcB). 40 HDR prostate brachytherapy patients (20 with OcP and 20 with OcB) were retrospectively re-planned with gMCO algorithm by generating 2,000 Pareto-optimal plans. A single gMCO treatment plan was exported using gMCO-GUI plan navigation tools. The optimized dwell positions and dwell times of gMCO plans were exported via DICOM RTPLAN files to OcP/OcB, where final dosimetry was calculated. TG43 implementation in gMCO was validated against the consensus data of flexisource. Five analytical shapes were used as the ground truth for volume calculations. Dose-volume histogram (DVH) curves generated by gMCO were compared with the ones generated by OcP/OcB. 3D dose distributions (and isodose lines) were validated against OcP/OcB using dice similarity coefficient (DSC), 95% undirected Hausdorff distance (95% HD), and γ analysis. Results: Differences between -0.4% and 0.3% were observed between gMCO calculated dose rates and the flexisource consensus data. gMCO volumes were within ±2% agreement in 3/5 volumes (deviations within -2.9% and 0.1%). For 9 key DVH indices, the differences between gMCO and OcP/OcB were within ±1.2%. Regarding the accuracy of key isodose lines, the mean DSC was greater than 0.98, and the mean 95% HD was below 0.4 mm. The fraction of voxels with γ ≤ 1 was greater than 99% for all cases with 1%/1 mm threshold. Conclusions: The GPU-based MCO workflow was successfully integrated into the clinical workflow and validated against OcP and OcB.

3.
Med Phys ; 49(10): 6575-6587, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-35892205

RESUMEN

PURPOSE: Currently, in high-dose rate (HDR) brachytherapy planning, the catheter's positions are often selected by the planner, which involves the planner's experience. The catheters are then inserted using a template that helps to guide the catheters. For certain applications, it is of interest to choose the optimal location and number of catheters needed for dose coverage and potential decrease of the treatment's toxicity. Hence, it is of great importance to develop patient-specific algorithms for catheters and dose optimization. METHODS: A modified Centroidal Voronoi tessellation (CVT) algorithm is implemented and merged with a graphics processing unit (GPU)-based multi-criteria optimization algorithm (gMCO). The CVT algorithm optimizes the catheters' positions, and the gMCO algorithm optimizes the dwell times and dwell positions. The CVT algorithm can be used simultaneously for insertion with or without a template. Some improvements to the CVT algorithm are presented such as a new way of considering the area that needs to be covered. One hundred eight previously treated prostates HDR cases using real-time ultrasound are used to evaluate the different optimization procedures. The plan robustness is evaluated using two types of errors: deviations (random) in the insertion and deviation (systematic) in the reconstruction of the catheters. RESULTS: Using gMCO on clinically inserted catheter increases the acceptance rate by 37% for Radiation Therapy Oncology Group (RTOG) criteria. Our results show that all the patients respect RTOG criteria with 11 catheters using CVT+gMCO with a template of 5 mm. The number of catheters needed for all patients to respect RTOG criteria with the freehand technique is 10 catheters using CVT+gMCO. When deviations are introduced, using a template, the acceptance rate goes to 85% with 3 mm deviations using 11 catheters. This decrease is less significant when the number of catheters is higher, decreasing by less than 5% with a 3 mm deviation using 13 catheters or more. In conclusion, it is feasible to decrease the number of catheters needed to treat most patients. CONCLUSIONS: Some cases still need a high number of catheters to reach the plan's criteria. Using gMCO allows an increase in the plan quality, while using CVT reduces the number of catheters. A higher number of catheters equates to plans that are more robust to deviations.


Asunto(s)
Braquiterapia , Neoplasias de la Próstata , Algoritmos , Braquiterapia/métodos , Catéteres , Humanos , Masculino , Próstata , Neoplasias de la Próstata/radioterapia , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador/métodos
4.
Brachytherapy ; 21(4): 551-560, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35585019

RESUMEN

PURPOSE: Recently, a GPU-based multicriteria optimization (gMCO) algorithm was integrated in a graphical user interface (gMCO-GUI) that allowed real-time plan navigation through a set of Pareto-optimal plans for high-dose-rate (HDR) brachytherapy. This work reports on the inter-observer evaluation of the gMCO algorithm into the clinical workflow. METHODS AND MATERIALS: Twenty HDR brachytherapy prostate cancer patients were retrospectively replanned with the gMCO algorithm. The reference clinical plans were each generated by experienced physicists using inverse planning followed by graphical optimization and approved by a radiation oncologist (RO). Each case was replanned with the gMCO algorithm by generating 2000 Pareto-optimal plans with four different objective functions. Two physicists were asked to rank the objective functions according to their preferences by choosing one preferred plan for each plans pool and ranking them using gMCO-GUI. The optimized dwell positions and dwell times of the gMCO plans that were ranked first were exported to Oncentra Prostate where a blinded comparison of the gMCO plans with the clinical plans was conducted by three ROs. RESULTS: The median planning time of the two physicists was 9 min. Both physicists preferred the objective function with target sub-regions to cover specific target regions. Regarding the blinded comparison, the gMCO plans were preferred 19, 17, and 12 times by the three ROs, in which eight gMCO plans were unanimously preferred compared with the clinical plans. CONCLUSIONS: The plan quality and the planning time were similar between the two physicists and within what is observed in the clinic. Moreover, the gMCO plans evaluated favorably by ROs compared to the reference clinical plans.


Asunto(s)
Braquiterapia , Neoplasias de la Próstata , Algoritmos , Braquiterapia/métodos , Humanos , Masculino , Neoplasias de la Próstata/radioterapia , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador/métodos , Especies Reactivas de Oxígeno , Estudios Retrospectivos
5.
J Contemp Brachytherapy ; 14(1): 1-6, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35233228

RESUMEN

PURPOSE: To evaluate the variability of prostate contours delineated on computed tomography (CT) and transrectal ultrasound (TRUS). MATERIAL AND METHODS: A TRUS-based high-dose-rate (HDR) brachytherapy procedure was introduced in 2016 in our center. The first thirty patients were additionally imaged with CT immediately after the treatment. In 2018, four different radiation oncologists (ROs: 1, 2, 3, 4) contoured the prostate on both modalities. A volume comparison was performed between CT and TRUS imaging. Using prostate gold fiducial makers, a rigid registration between CT and TRUS was done in 20 of the 30 patients studied. Jaccard index (JI) was computed to evaluate the inter-observer volume delineation agreement. RESULTS: The ratio of TRUS/CT volumes was 0.82 (95% CI: 0.79-0.87%). The mean JI was 87% for CT and 92% for TRUS, when comparing all four ROs; CT and TRUS JIs were significantly different (p < 0.001). The mean JI for the prostate on CT was significantly more consistent (p < 0.001) when comparing RO1, 2, and 3 together (RO1-2, RO1-3, and RO2-3; mean = 89%) than when comparing RO4 (newest to clinical practice) to others (RO1-4, RO2-4, and RO3-4; mean = 85%). For TRUS planning, the mean JI was not significantly different (p > 0.05) when comparing all ROs. CONCLUSIONS: The inter-observer and intra-observer variability were statistically significantly smaller on TRUS compared to CT-based planning, despite varying ROs clinical experiences. The superior soft tissue contrast offered by TRUS obviates the effect of the ROs experience on prostate contour volumes and enables more reproducible prostate delineation.

6.
Int J Pharm ; 606: 120953, 2021 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-34329698

RESUMEN

In this study, an in-line Process Analytical Technology (PAT) for cosmetic (non-functional) coating unit operations is developed using images of the tablet bed acquired in real-time by an inexpensive industrial camera and lighting system. The cosmetic end-point of multiple batches, run under different operating conditions, is automatically computed from these images using a Multivariate Image Analysis (MIA) methodology in conjunction with a stability determination strategy. The end-points detected by the algorithm differed, on average, by 3% in terms of total batch time from those identified visually by a trained operator. Since traditional practice typically relies on a coating overage to ensure full batch aspect homogeneity in the face of disturbances, the current in-line method can be used to reduce coating material and processing time (over 40% for the operating policy adopted in this work). Additionally, monitoring of the color features calculated by the algorithm allowed the identification of abnormal process conditions affecting visible coating uniformity. This work also addresses practical challenges related to image acquisition in the harsh environment of a pan coater, bringing this tool closer to a state of maturity for implementation in production units and opening the path for their optimization, monitoring, and automatic control.


Asunto(s)
Composición de Medicamentos , Procesamiento de Imagen Asistido por Computador , Análisis Multivariante , Comprimidos
7.
Brachytherapy ; 19(5): 607-617, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32713779

RESUMEN

PURPOSE: Currently in high-dose-rate (HDR) brachytherapy planning, manual fine-tuning of an objective function is a common practice. Furthermore, automated planning approaches such as multicriteria optimization (MCO) are still limited to the automatic generation of a single treatment plan. This study aims to quantify planning efficiency gains when using a graphics processing unit-based MCO (gMCO) algorithm combined with a novel graphical user interface (gMCO-GUI) that integrates efficient automated and interactive plan navigation tools. METHODS AND MATERIALS: The gMCO algorithm was used to generate 1000 Pareto optimal plans per case for 379 prostate cases. gMCO-GUI was developed to allow plan navigation through all plans. gMCO-GUI integrates interactive parameter selection tools directly with the optimization algorithm to allow plan navigation. The quality of each plan was evaluated based on the Radiation Treatment Oncology Group 0924 protocol and a more stringent institutional protocol (INSTp). gMCO-GUI allows real-time time display of the dose-volume histogram indices, the dose-volume histogram curves, and the isodose lines during the plan navigation. RESULTS: Over the 379 cases, the fraction of Radiation Treatment Oncology Group 0924 protocol valid plans with target coverage greater than 95% was 90.8%, compared with 66.0% for clinical plans. The fraction of INSTp valid plans with target coverage greater than 95% was 81.8%, compared with 62.3% for clinical plans. The average time to compute 1000 deliverable plans with gMCO was 12.5 s, including the full computation of the 3D dose distributions. CONCLUSIONS: Combining the gMCO algorithm with automated and interactive plan navigation tools resulted in simultaneous gains in both plan quality and planning efficiency.


Asunto(s)
Algoritmos , Braquiterapia/métodos , Neoplasias de la Próstata/radioterapia , Planificación de la Radioterapia Asistida por Computador/métodos , Humanos , Masculino , Dosificación Radioterapéutica
8.
Fam Med ; 51(7): 574-577, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31125421

RESUMEN

BACKGROUND AND OBJECTIVES: Demographic trends show an increasing older adult population. Therefore, family medicine training programs may need to reevaluate how well their residents perform clinic procedures essential to older adults. Our objective was to compare the rates of the most frequently performed clinic procedures for Medicare patients in a large multiregional health care system (MRHCS) with those in a family medicine residency clinic. METHODS: In this retrospective cohort study, Current Procedural Terminology coding data were queried from the billing systems of an MRHCS (the control group) and a family medicine residency clinic (the study group) for a 3-year period. The primary outcome was the procedural rate ratios per 1,000 office visits for the 10 most common clinic procedures in the MRHCS billed to Medicare. RESULTS: The study group consisted of 19,099 office visits by Medicare patients to the residency clinic; the control group consisted of 2,034,188 visits to the MRHCS. Except for large joint injection, procedural rates were significantly different for the other nine procedures (destruction of benign skin lesions, nail care, punch or shave skin biopsy, removal of impacted cerumen, wound debridement of skin, Unna boot application, excision of skin lesion, paring of corn or callus, and insertion of bladder catheter). The rate of skin excision was higher in the residency clinic than in the MRHCS but lower for the other eight procedures. CONCLUSIONS: These data suggest that teaching programs may need to adapt to meet the current and future practice needs of this increasing patient population.


Asunto(s)
Medicina Familiar y Comunitaria/educación , Internado y Residencia , Medicare/estadística & datos numéricos , Visita a Consultorio Médico , Atención Primaria de Salud/estadística & datos numéricos , Anciano , Anciano de 80 o más Años , Instituciones de Atención Ambulatoria/estadística & datos numéricos , Educación de Postgrado en Medicina , Femenino , Humanos , Revisión de Utilización de Seguros , Masculino , Estudios Retrospectivos , Estados Unidos
9.
Brachytherapy ; 17(2): 283-290, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29331575

RESUMEN

PURPOSE: The objective of this study was to develop and validate an open-source module for MRI to transrectal ultrasound (TRUS) registration to support tumor-targeted prostate brachytherapy. METHODS AND MATERIALS: In this study, 15 patients with prostate cancer lesions visible on multiparametric MRI were selected for the validation. T2-weighted images with 1-mm isotropic voxel size and diffusion weighted images were acquired on a 1.5T Siemens imager. Three-dimensional (3D) TRUS images with 0.5-mm slice thickness were acquired. The investigated registration module was incorporated in the open-source 3D Slicer platform, which can compute rigid and deformable transformations. An extension of 3D Slicer, SlicerRT, allows import of and export to DICOM-RT formats. For validation, similarity indices, prostate volumes, and centroid positions were determined in addition to registration errors for common 3D points identified by an experienced radiation oncologist. RESULTS: The average time to compute the registration was 35 ± 3 s. For the rigid and deformable registration, respectively, Dice similarity coefficients were 0.87 ± 0.05 and 0.93 ± 0.01 while the 95% Hausdorff distances were 4.2 ± 1.0 and 2.2 ± 0.3 mm. MRI volumes obtained after the rigid and deformable registration were not statistically different (p > 0.05) from reference TRUS volumes. For the rigid and deformable registration, respectively, 3D distance errors between reference and registered centroid positions were 2.1 ± 1.0 and 0.4 ± 0.1 mm while registration errors between common points were 3.5 ± 3.2 and 2.3 ± 1.1 mm. Deformable registration was found significantly better (p < 0.05) than rigid registration for all parameters. CONCLUSIONS: An open-source MRI to TRUS registration platform was validated for integration in the brachytherapy workflow.


Asunto(s)
Braquiterapia/métodos , Endosonografía , Imagen por Resonancia Magnética , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/radioterapia , Planificación de la Radioterapia Asistida por Computador , Programas Informáticos , Humanos , Imagenología Tridimensional , Masculino , Dosificación Radioterapéutica , Recto
10.
Brachytherapy ; 15(1): 102-11, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26561276

RESUMEN

PURPOSE: The purpose of this work was to compare the hybrid inverse treatment planning optimization (HIPO), inverse dose-volume histogram-based optimization (DVHO), and fast simulated annealing stochastic algorithm (IPSA). The catheter optimization algorithm HIPO was also compared with the Centroidal Voronoi Tessellation (CVT) algorithm. METHODS AND MATERIALS: In this study, eight high-dose-rate prostate cases were randomly selected from an anonymized bank of patients. Oncentra Prostate v4.1 was used to run DVHO and the HIPO catheter optimization (HIPO_cat), whereas Oncentra Brachy v4.3 was used for the remaining. For fixed catheter configurations, DVHO plans were compared with IPSA and HIPO. For catheter positions optimization, CVT and HIPO_cat algorithms were compared with standard clinical template plans. CVT catheters were further restrained to the template grid (CVT_grid) and compared with HIPO_cat. RESULTS: For dose optimization, IPSA and HIPO were not different from each other. The urethra D10 and the computation time were found significantly better with IPSA and HIPO compared with DVHO (p < 0.0001). All other dosimetric indices were not statistically different from each others (p > 0.05). For catheter placement, CVT plans were better, whereas HIPO_cat plans were significantly worse (p < 0.05) than standard clinical plans. CVT_grid plans were similar to clinical plans and fulfilling American Brachytherapy Society guidelines down to 12 catheters, whereas HIPO_cat plans do not for all catheter numbers. The CVT algorithm run time was significantly faster than HIPO_cat (p < 0.0001). CONCLUSIONS: Dose optimization engines IPSA, DVHO, and HIPO give similar dosimetric results. The CVT approach was found to be better than HIPO_cat and was able to reduce the number of catheters significantly.


Asunto(s)
Algoritmos , Braquiterapia/métodos , Catéteres , Neoplasias de la Próstata/radioterapia , Planificación de la Radioterapia Asistida por Computador/métodos , Humanos , Masculino , Dosificación Radioterapéutica , Estudios Retrospectivos
11.
Med Phys ; 42(12): 6830-9, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26632040

RESUMEN

PURPOSE: In current clinical practice, there is no integrated 3D ultrasound (3DUS) guidance system clinically available for breast brachytherapy. In this study, the authors present a novel robot-assisted 3DUS system for real-time planning and guidance of breast interstitial high dose rate (HDR) brachytherapy treatment. METHODS: For this work, a new computer controlled robotic 3DUS system was built to perform a hybrid motion scan, which is a combination of a 6 cm linear translation with a 30° rotation at both ends. The new 3DUS scanner was designed to fit on a modified Kuske assembly, keeping the current template grid configuration but modifying the frame to allow the mounting of the 3DUS system at several positions. A finer grid was also tested. A user interface was developed to perform image reconstruction, semiautomatic segmentation of the surgical bed as well as catheter reconstruction and tracking. A 3D string phantom was used to validate the geometric accuracy of the reconstruction. The volumetric accuracy of the system was validated with phantoms using magnetic resonance imaging (MRI) and computed tomography (CT) images. In order to accurately determine whether 3DUS can effectively replace CT for treatment planning, the authors have compared the 3DUS catheter reconstruction to the one obtained from CT images. In addition, in agarose-based phantoms, an end-to-end procedure was performed by executing six independent complete procedures with both 14 and 16 catheters, and for both standard and finer Kuske grids. Finally, in phantoms, five end-to-end procedures were performed with the final CT planning for the validation of 3DUS preplanning. RESULTS: The 3DUS acquisition time is approximately 10 s. A paired Student t-test showed that there was no statistical significant difference between known and measured values of string separations in each direction. Both MRI and CT volume measurements were not statistically different from 3DUS volume (Student t-test: p > 0.05) and they were significantly correlated to 3DUS measurement (Pearson test: MRI p < 0.05 and CT p < 0.001). The mean angular separation distance between catheter trajectories segmented from 3DUS and CT images was 0.42° ± 0.24°, while the maximum and mean trajectory separations were 0.51 ± 0.19 and 0.37 ± 0.17 mm, respectively. Overall, the new finer grid has performed significantly better in terms of dosimetric indices. The planning target volume dosimetric indices were not found statistically different between 3DUS and CT planning (Student t-test, p > 0.05). Both the skin and the pectoral muscle dosimetric indices were within ABS guidelines. CONCLUSIONS: A novel robot-assisted 3DUS system was designed and validated. To their knowledge, this is the first system capable of performing real-time guidance and planning of breast multicatheter HDR brachytherapy treatments. Future investigation will test the feasibility of using the system in the clinic and for permanent breast brachytherapy.


Asunto(s)
Braquiterapia/instrumentación , Neoplasias de la Mama/radioterapia , Imagenología Tridimensional/instrumentación , Planificación de la Radioterapia Asistida por Computador/instrumentación , Robótica/instrumentación , Ultrasonografía Mamaria/instrumentación , Algoritmos , Braquiterapia/métodos , Mama/efectos de la radiación , Neoplasias de la Mama/diagnóstico por imagen , Estudios de Factibilidad , Humanos , Imagenología Tridimensional/métodos , Imagen por Resonancia Magnética , Mamografía , Músculo Esquelético/efectos de la radiación , Fantasmas de Imagen , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador/métodos , Robótica/métodos , Sefarosa , Piel/efectos de la radiación , Tomografía Computarizada por Rayos X , Ultrasonografía Mamaria/métodos
12.
Radiother Oncol ; 114(3): 335-8, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25733006

RESUMEN

Two different end-to-end procedures were tested for real-time planning in breast HDR brachytherapy treatment. Both methods are using a 3D ultrasound (3DUS) system and a freehand catheter optimization algorithm. They were found fast and efficient. We demonstrated a proof-of-concept approach for personalized real-time guidance and planning to breast HDR brachytherapy treatments.


Asunto(s)
Braquiterapia/métodos , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/radioterapia , Cateterismo/métodos , Impresión Tridimensional , Planificación de la Radioterapia Asistida por Computador/métodos , Algoritmos , Sistemas de Computación , Femenino , Humanos , Dosificación Radioterapéutica , Ultrasonografía/métodos
13.
Med Phys ; 42(3): 1227-32, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25735278

RESUMEN

PURPOSE: In high dose rate brachytherapy (HDR-B), current catheter reconstruction protocols are relatively slow and error prone. The purpose of this technical note is to evaluate the accuracy and the robustness of an electromagnetic (EM) tracking system for automated and real-time catheter reconstruction. METHODS: For this preclinical study, a total of ten catheters were inserted in gelatin phantoms with different trajectories. Catheters were reconstructed using a 18G biopsy needle, used as an EM stylet and equipped with a miniaturized sensor, and the second generation Aurora(®) Planar Field Generator from Northern Digital Inc. The Aurora EM system provides position and orientation value with precisions of 0.7 mm and 0.2°, respectively. Phantoms were also scanned using a µCT (GE Healthcare) and Philips Big Bore clinical computed tomography (CT) system with a spatial resolution of 89 µm and 2 mm, respectively. Reconstructions using the EM stylet were compared to µCT and CT. To assess the robustness of the EM reconstruction, five catheters were reconstructed twice and compared. RESULTS: Reconstruction time for one catheter was 10 s, leading to a total reconstruction time inferior to 3 min for a typical 17-catheter implant. When compared to the µCT, the mean EM tip identification error was 0.69 ± 0.29 mm while the CT error was 1.08 ± 0.67 mm. The mean 3D distance error was found to be 0.66 ± 0.33 mm and 1.08 ± 0.72 mm for the EM and CT, respectively. EM 3D catheter trajectories were found to be more accurate. A maximum difference of less than 0.6 mm was found between successive EM reconstructions. CONCLUSIONS: The EM reconstruction was found to be more accurate and precise than the conventional methods used for catheter reconstruction in HDR-B. This approach can be applied to any type of catheters and applicators.


Asunto(s)
Braquiterapia/instrumentación , Catéteres , Fenómenos Electromagnéticos , Imagenología Tridimensional/métodos , Dosis de Radiación , Automatización , Biopsia con Aguja , Dosificación Radioterapéutica , Factores de Tiempo
14.
Magn Reson Med ; 73(2): 740-8, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24604379

RESUMEN

PURPOSE: The combination of MRI and positron emission tomography (PET) offers new possibilities for the development of novel methodologies. In pharmacokinetic image analysis, the blood concentration of the imaging compound as a function of time, [i.e., the arterial input function (AIF)] is required for MRI and PET. In this study, we tested whether an AIF extracted from a reference region (RR) in MRI can be used as a surrogate for the manually sampled (18) F-FDG AIF for pharmacokinetic modeling. METHODS: An MRI contrast agent, gadolinium-diethylenetriaminepentaacetic acid (Gd-DTPA) and a radiotracer, (18) F-fluorodeoxyglucose ((18) F-FDG), were simultaneously injected in a F98 glioblastoma rat model. A correction to the RR AIF for Gd-DTPA is proposed to adequately represent the manually sampled AIF. A previously published conversion method was applied to convert this AIF into a (18) F-FDG AIF. RESULTS: The tumor metabolic rate of glucose (TMRGlc) calculated with the manually sampled (18) F-FDG AIF, the (18) F-FDG AIF converted from the RR AIF and the (18) F-FDG AIF converted from the corrected RR AIF were found not statistically different (P>0.05). CONCLUSION: An AIF derived from an RR in MRI can be accurately converted into a (18) F-FDG AIF and used in PET pharmacokinetic modeling.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Fluorodesoxiglucosa F18/farmacocinética , Gadolinio DTPA/farmacocinética , Glioblastoma/metabolismo , Imagen por Resonancia Magnética/métodos , Tomografía de Emisión de Positrones/métodos , Animales , Neoplasias Encefálicas/diagnóstico , Línea Celular Tumoral , Medios de Contraste/administración & dosificación , Medios de Contraste/farmacocinética , Fluorodesoxiglucosa F18/administración & dosificación , Gadolinio DTPA/administración & dosificación , Glioblastoma/diagnóstico , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/normas , Modelos Biológicos , Imagen Multimodal/métodos , Tomografía de Emisión de Positrones/normas , Radiofármacos/administración & dosificación , Radiofármacos/farmacocinética , Ratas Endogámicas F344 , Valores de Referencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
15.
Nucl Med Commun ; 35(6): 666-76, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24594981

RESUMEN

AIM: The purpose of this study was to develop a minimally invasive procedure to derive an arterial input function (AIF) in rats through tail artery blood sampling for pharmacokinetic modeling in preclinical PET molecular imaging studies. The procedure involved a microvolumetric blood counter (µBC) and a correction to compensate for delay and dispersion of the automatic blood sampling. MATERIALS AND METHODS: AIFs were simultaneously obtained from femoral and tail arteries in rats, manually and using a µBC, after (18)F-FDG injection (n=6) in order to compare the shape of the AIFs and the kinetic analysis results at equilibrium and after implementation of a dispersion correction method. These AIFs were used to estimate the myocardial metabolic rate of glucose (MMRG). AIFs were also obtained from a single withdrawal site by three methods to confirm accurate MMRG values: manual tail artery (n=5), µBC tail artery (n=5), and µBC femoral artery (n=3). RESULTS: Simultaneous withdrawal at equilibrium results in similar AIF shapes and influx rate constants (Ki) from Patlak analysis (P>0.05). Manually withdrawn and dispersion-corrected µBC AIFs in the simultaneous experiment did not reveal statistically different shapes and constants (K(1), K(i)) from a three-compartment kinetic analysis, regardless of the withdrawal methods or sites (P>0.05). Kinetic analysis of the three single-site blood sampling methods yielded similar MMRG (one-way ANOVA; Patlak, P=0.52; three-compartment, P=0.10). CONCLUSION: Both minimally invasive manual withdrawal and dispersion-corrected µBC-based blood sampling in the tail artery are reliable methods for deriving AIFs for pharmacokinetic follow-up studies in the same animal.


Asunto(s)
Arterias/diagnóstico por imagen , Arterias/fisiología , Imagen Molecular , Tomografía de Emisión de Positrones , Animales , Fluorodesoxiglucosa F18/farmacocinética , Glucosa/metabolismo , Cinética , Modelos Biológicos , Miocardio/metabolismo , Ratas
16.
Med Phys ; 40(11): 111724, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24320432

RESUMEN

PURPOSE: An innovative, simple, and fast method to optimize the number and position of catheters is presented for prostate and breast high dose rate (HDR) brachytherapy, both for arbitrary templates or template-free implants (such as robotic templates). METHODS: Eight clinical cases were chosen randomly from a bank of patients, previously treated in our clinic to test our method. The 2D Centroidal Voronoi Tessellations (CVT) algorithm was adapted to distribute catheters uniformly in space, within the maximum external contour of the planning target volume. The catheters optimization procedure includes the inverse planning simulated annealing algorithm (IPSA). Complete treatment plans can then be generated from the algorithm for different number of catheters. The best plan is chosen from different dosimetry criteria and will automatically provide the number of catheters and their positions. After the CVT algorithm parameters were optimized for speed and dosimetric results, it was validated against prostate clinical cases, using clinically relevant dose parameters. The robustness to implantation error was also evaluated. Finally, the efficiency of the method was tested in breast interstitial HDR brachytherapy cases. RESULTS: The effect of the number and locations of the catheters on prostate cancer patients was studied. Treatment plans with a better or equivalent dose distributions could be obtained with fewer catheters. A better or equal prostate V100 was obtained down to 12 catheters. Plans with nine or less catheters would not be clinically acceptable in terms of prostate V100 and D90. Implantation errors up to 3 mm were acceptable since no statistical difference was found when compared to 0 mm error (p > 0.05). No significant difference in dosimetric indices was observed for the different combination of parameters within the CVT algorithm. A linear relation was found between the number of random points and the optimization time of the CVT algorithm. Because the computation time decrease with the number of points and that no effects were observed on the dosimetric indices when varying the number of sampling points and the number of iterations, they were respectively fixed to 2500 and to 100. The computation time to obtain ten complete treatments plans ranging from 9 to 18 catheters, with the corresponding dosimetric indices, was 90 s. However, 93% of the computation time is used by a research version of IPSA. For the breast, on average, the Radiation Therapy Oncology Group recommendations would be satisfied down to 12 catheters. Plans with nine or less catheters would not be clinically acceptable in terms of V100, dose homogeneity index, and D90. CONCLUSIONS: The authors have devised a simple, fast and efficient method to optimize the number and position of catheters in interstitial HDR brachytherapy. The method was shown to be robust for both prostate and breast HDR brachytherapy. More importantly, the computation time of the algorithm is acceptable for clinical use. Ultimately, this catheter optimization algorithm could be coupled with a 3D ultrasound system to allow real-time guidance and planning in HDR brachytherapy.


Asunto(s)
Braquiterapia/instrumentación , Braquiterapia/métodos , Neoplasias de la Mama/radioterapia , Radiometría/métodos , Algoritmos , Mama/efectos de la radiación , Cateterismo , Catéteres , Simulación por Computador , Femenino , Humanos , Modelos Lineales , Masculino , Próstata/efectos de la radiación , Neoplasias de la Próstata/radioterapia , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador/métodos , Reproducibilidad de los Resultados , Robótica , Programas Informáticos
17.
Surg Laparosc Endosc Percutan Tech ; 23(5): 464-7, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-24105287

RESUMEN

PURPOSE: To review surgical-site infection (SSI) and retrieval-site tumor recurrence rates in laparoscopic colorectal procedures when using a plastic freezer bag as a wound protector. METHODS: Laparoscopic colorectal procedures where a plastic freezer bag used as a wound protector at the extraction site were reviewed between 1991 and 2008 from a prospectively collected database. χ test was used to compare SSI and tumor recurrence rates between groups. Costing data were obtained from the operating room supplies department. RESULTS: A total of 936 cases with 51 (5.45%) surgical-site infections were identified. SSI rates did not differ when comparing groups based on demographic factors, diagnosis, or location of procedure. Retrieval-site tumor recurrence rate was 0.21% (1/474). Cost of plastic freezer bags including sterilization ranged from $0.25 to $3. CONCLUSIONS: Plastic freezer bags as wound protectors in laparoscopic colorectal procedures are cost effective and have SSI and retrieval-site tumor recurrence rates that compare favorably to published data.


Asunto(s)
Enfermedades del Colon/cirugía , Laparoscopía/instrumentación , Recurrencia Local de Neoplasia/prevención & control , Enfermedades del Recto/cirugía , Infección de la Herida Quirúrgica/prevención & control , Enfermedades del Colon/economía , Análisis Costo-Beneficio , Femenino , Productos Domésticos , Humanos , Laparoscopía/economía , Laparoscopía/métodos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/economía , Siembra Neoplásica , Plásticos , Enfermedades del Recto/economía , Manejo de Especímenes/economía , Manejo de Especímenes/instrumentación , Manejo de Especímenes/métodos , Infección de la Herida Quirúrgica/economía
18.
Magn Reson Med ; 69(3): 781-92, 2013 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-22570280

RESUMEN

Reaching the full potential of magnetic resonance imaging (MRI)-positron emission tomography (PET) dual modality systems requires new methodologies in quantitative image analyses. In this study, methods are proposed to convert an arterial input function (AIF) derived from gadolinium-diethylenetriaminepentaacetic acid (Gd-DTPA) in MRI, into a (18)F-fluorodeoxyglucose ((18)F-FDG) AIF in PET, and vice versa. The AIFs from both modalities were obtained from manual blood sampling in a F98-Fisher glioblastoma rat model. They were well fitted by a convolution of a rectangular function with a biexponential clearance function. The parameters of the biexponential AIF model were found statistically different between MRI and PET. Pharmacokinetic MRI parameters such as the volume transfer constant (K(trans)), the extravascular-extracellular volume fraction (ν(e)), and the blood volume fraction (ν(p)) calculated with the Gd-DTPA AIF and the Gd-DTPA AIF converted from (18)F-FDG AIF normalized with or without blood sample were not statistically different. Similarly, the tumor metabolic rates of glucose (TMRGlc) calculated with (18) F-FDG AIF and with (18) F-FDG AIF obtained from Gd-DTPA AIF were also found not statistically different. In conclusion, only one accurate AIF would be needed for dual MRI-PET pharmacokinetic modeling in small animal models.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Fluorodesoxiglucosa F18/farmacocinética , Gadolinio DTPA/farmacocinética , Glioblastoma/metabolismo , Imagen por Resonancia Magnética/métodos , Modelos Biológicos , Tomografía de Emisión de Positrones/métodos , Animales , Neoplasias Encefálicas/irrigación sanguínea , Neoplasias Encefálicas/diagnóstico , Línea Celular Tumoral , Simulación por Computador , Medios de Contraste/farmacocinética , Glioblastoma/diagnóstico , Interpretación de Imagen Asistida por Computador/métodos , Radiofármacos/farmacocinética , Ratas , Ratas Endogámicas F344 , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
19.
Dis Colon Rectum ; 55(9): 970-5, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22874604

RESUMEN

BACKGROUND: Previous research in colorectal cancer has focused on survival, recurrence, and functional outcomes. Few have assessed the decisional needs of patients or the information patients are retaining from the informed consent process. OBJECTIVES: The aims of this study were to describe the decisional needs of adult patients with rectal cancer when deciding on the surgical treatment of their disease and to identify gaps in patients' recollection of the informed consent discussion. DESIGN: Face-to-face interviews were conducted with the use of a questionnaire based on the validated Ottawa Decision Support Framework Needs Assessment. SETTING: This study was performed at a university-based academic Cancer Assessment Center, in Ottawa, Ontario, Canada. PATIENTS: Adult patients with rectal cancer treated with low anterior resection or abdominoperineal resection were included. MAIN OUTCOME MEASURES: The primary outcomes measured were patients' knowledge and understanding of decision and their decisional needs. RESULTS: Thirty patients were interviewed between November 2009 and July 2010. Eighty percent were male, with a median age of 65. None of the patients perceived having a choice of surgical options. When questioned about the main outcomes of rectal cancer surgery, 47% could not recall a preoperative discussion of risks to bowel function, 47% could not recall a preoperative discussion of risks to sexual function, and 57% could not recall a preoperative discussion of risks to urinary function. Patients would like information regarding functional outcomes, body image, and the immediate postoperative period. A minority of patients desire information regarding cure rate, need for a second surgery, or the ability of surgery to treat their symptoms. Patients would like information that is portable and trusted by their health care team that they can review at their own time. LIMITATIONS: To avoid introducing decisional conflict before surgery, patients were interviewed at the first postoperative visit. Preoperative informed consent discussions were not standardized. CONCLUSION: Despite a comprehensive educational oncology pathway, patients retain little of the informed consent discussion. This study highlights the dichotomy between the outcomes that surgeons and patients value most. The results of this study will guide future efforts to improve informed consent.


Asunto(s)
Comprensión , Toma de Decisiones , Procedimientos Quirúrgicos del Sistema Digestivo/psicología , Consentimiento Informado/psicología , Recuerdo Mental , Neoplasias del Recto/cirugía , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Conocimientos, Actitudes y Práctica en Salud , Humanos , Masculino , Persona de Mediana Edad , Neoplasias del Recto/psicología , Recto/cirugía
20.
Am J Health Syst Pharm ; 69(2): 134-42, 2012 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-22215359

RESUMEN

PURPOSE: The pharmacokinetics of both tacrolimus and mycophenolic acid in renal transplant recipients on a corticosteroid-free regimen was evaluated. METHODS: Upon administration of steady-state morning tacrolimus and mycophenolate mofetil doses, 28 patients for whom at least three months had passed after renal transplantation underwent serial blood sample collection over a 12-hour dosing period. Whole blood concentrations of tacrolimus were measured, as were mycophenolic acid, mycophenolic acid 7-0-glucuronide (MPAG), and acyl glucuronide MPAG (AcMPAG) concentrations. Pharmacokinetic parameters were then analyzed by conventional noncompartmental modeling. RESULTS: The mean ± S.D. pharmacokinetic parameters for tacrolimus, normalized to a dose of 1 mg, were as follows: area under the concentration-time curve (AUC), 52.6 ± 24.8 µg · hr/L/mg; maximum concentration (C(max)), 8.0 ± 3.3 µg/L/mg; time to C(max) (t(max)), 1.8 ± 1.0 hr; and minimum concentration (C(min)), 2.6 ± 1.4 µg/L/mg. The mean ± S.D. pharmacokinetic parameters for mycophenolic acid, normalized to a mycophenolate mofetil dose of 1 g, were AUC, 26.9 ± 13.2 µg ·hr/mL/g; C(max), 17.5 ± 5.4 µg/mL/g; t(max), 0.9 ± 0.6 hr; and C(min), 1.5 ± 1.1 µg/mL/g. The free fraction of mycophenolic acid was 1.8% ± 0.7%. AUC ratios of MPAG:mycophenolic acid and AcMPAG:mycophenolic acid were 13.0 ± 5.8 and 0.1 ± 0.2, respectively. CONCLUSION: Overall exposure and C(min) values for tacrolimus were similar but C(max) values were higher than those documented in renal transplant patients treated with corticosteroid-based regimens. This may have clinical implications in corticosteroid-free patients experiencing symptoms of tacrolimus toxicity despite trough levels within target ranges. Mycophenolic acid exposure increased with time, but AUC values fell within the range expected for patients receiving concurrent corticosteroids.


Asunto(s)
Inmunosupresores/farmacocinética , Trasplante de Riñón/métodos , Ácido Micofenólico/análogos & derivados , Tacrolimus/farmacocinética , Adulto , Área Bajo la Curva , Estudios Transversales , Femenino , Glucurónidos/farmacocinética , Humanos , Inmunosupresores/uso terapéutico , Masculino , Persona de Mediana Edad , Modelos Biológicos , Ácido Micofenólico/farmacocinética , Ácido Micofenólico/uso terapéutico , Estudios Prospectivos , Tacrolimus/uso terapéutico
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