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1.
Bioengineering (Basel) ; 11(3)2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-38534501

RESUMO

Deep learning (DL) algorithms used for DOTATATE PET lesion detection typically require large, well-annotated training datasets. These are difficult to obtain due to low incidence of gastroenteropancreatic neuroendocrine tumors (GEP-NETs) and the high cost of manual annotation. Furthermore, networks trained and tested with data acquired from site specific PET/CT instrumentation, acquisition and processing protocols have reduced performance when tested with offsite data. This lack of generalizability requires even larger, more diverse training datasets. The objective of this study is to investigate the feasibility of improving DL algorithm performance by better matching the background noise in training datasets to higher noise, out-of-domain testing datasets. 68Ga-DOTATATE PET/CT datasets were obtained from two scanners: Scanner1, a state-of-the-art digital PET/CT (GE DMI PET/CT; n = 83 subjects), and Scanner2, an older-generation analog PET/CT (GE STE; n = 123 subjects). Set1, the data set from Scanner1, was reconstructed with standard clinical parameters (5 min; Q.Clear) and list-mode reconstructions (VPFXS 2, 3, 4, and 5-min). Set2, data from Scanner2 representing out-of-domain clinical scans, used standard iterative reconstruction (5 min; OSEM). A deep neural network was trained with each dataset: Network1 for Scanner1 and Network2 for Scanner2. DL performance (Network1) was tested with out-of-domain test data (Set2). To evaluate the effect of training sample size, we tested DL model performance using a fraction (25%, 50% and 75%) of Set1 for training. Scanner1, list-mode 2-min reconstructed data demonstrated the most similar noise level compared that of Set2, resulting in the best performance (F1 = 0.713). This was not significantly different compared to the highest performance, upper-bound limit using in-domain training for Network2 (F1 = 0.755; p-value = 0.103). Regarding sample size, the F1 score significantly increased from 25% training data (F1 = 0.478) to 100% training data (F1 = 0.713; p < 0.001). List-mode data from modern PET scanners can be reconstructed to better match the noise properties of older scanners. Using existing data and their associated annotations dramatically reduces the cost and effort in generating these datasets and significantly improves the performance of existing DL algorithms. List-mode reconstructions can provide an efficient, low-cost method to improve DL algorithm generalizability.

2.
Am J Nucl Med Mol Imaging ; 13(1): 33-42, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36923602

RESUMO

BACKGROUND: Deep learning (DL) algorithms have shown promise in identifying and quantifying lesions in PET/CT. However, the accuracy and generalizability of these algorithms relies on large, diverse datasets which are time and labor intensive to curate. Modern PET/CT scanners may acquire data in list mode, allowing for multiple reconstructions of the same datasets with different parameters and imaging times. These reconstructions may provide a wide range of image characteristics to increase the size and diversity of datasets. Training algorithms with shorter imaging times and higher noise properties requires that lesions remain detectable. The purpose of this study is to model and predict the contrast-to-noise ratio (CNR) for shorter imaging times based on CNR from longer duration, lower noise images for 68Ga DOTATATE PET hepatic lesions and identify a threshold above which lesions remain detectable. METHODS: 68Ga DOTATATE subjects (n=20) with hepatic lesions were divided into two subgroups. The "Model" group (n=4 subjects; n=9 lesions; n=36 datapoints) was used to identify the relationship between CNR and imaging time. The "Test" group (n=16 subjects; n=44 lesions; n=176 datapoints) was used to evaluate the prediction provided by the model. RESULTS: CNR plotted as a function of imaging time for a subset of identified subjects was very well fit with a quadratic model. For the remaining subjects, the measured CNR showed a very high linear correlation with the predicted CNR for these lesions (R2 > 0.97) for all imaging durations. From the model, a threshold CNR=6.9 at 5-minutes predicted CNR > 5 at 2-minutes. Visual inspection of lesions in 2-minute images with CNR above the threshold in 5-minute images were assessed and rated as a 4 or 5 (probably positive or definitely positive) confirming 100% lesion detectability on the shorter 2-minute PET images. CONCLUSIONS: CNR for shorter DOTATATE PET imaging times may be accurately predicted using list mode reconstructions of longer acquisitions. A threshold CNR may be applied to longer duration images to ensure lesion detectability of shorter duration reconstructions. This method can aid in the selection of lesions to include in novel data augmentation techniques for deep learning.

3.
Clin Cancer Res ; 27(8): 2266-2276, 2021 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-33542079

RESUMO

PURPOSE: Radiation-induced cardiotoxicity is a significant concern in thoracic oncology patients. However, the basis for this disease pathology is not well characterized. We developed a novel mouse model of radiation-induced cardiotoxicity to investigate pathophysiologic mechanisms and identify clinically targetable biomarkers of cardiac injury. EXPERIMENTAL DESIGN: Single radiation doses of 20, 40, or 60 Gy were delivered to the cardiac apex of female C57BL/6 mice ages 9-11 weeks, with or without adjacent lung tissue, using conformal radiotherapy. Cardiac tissue was harvested up to 24 weeks post-radiotherapy for histologic analysis. Echocardiography and Technetium-99m sestamibi single photon emission computed tomography (SPECT) at 8 and 16 weeks post-radiotherapy were implemented to evaluate myocardial function and perfusion. Mouse cardiac tissue and mouse and human plasma were harvested for biochemical studies. RESULTS: Histopathologically, radiotherapy resulted in perivascular fibrosis 8 and 24 (P < 0.05) weeks post-radiotherapy. Apical perfusion deficits on SPECT and systolic and diastolic dysfunction on echocardiography 8 and 16 weeks post-radiotherapy were also observed (P < 0.05). Irradiated cardiac tissue and plasma showed significant increases in placental growth factor (PlGF), IL6, and TNFα compared with nonradiated matched controls, with greater increases in cardiac cytokine levels when radiotherapy involved lung. Human plasma showed increased PlGF (P = 0.021) and TNFα (P = 0.036) levels after thoracic radiotherapy. PlGF levels demonstrated a strong correlation (r = 0.89, P = 0.0001) with mean heart dose. CONCLUSIONS: We developed and characterized a pathophysiologically relevant mouse model of radiation-induced cardiotoxicity involving in situ irradiation of the cardiac apex. The model can be used to integrate radiomic and biochemical markers of cardiotoxicity to inform early therapeutic intervention and human translational studies.


Assuntos
Coração/efeitos da radiação , Miocárdio/patologia , Lesões Experimentais por Radiação/diagnóstico , Animais , Biomarcadores/análise , Cardiotoxicidade/diagnóstico , Cardiotoxicidade/etiologia , Cardiotoxicidade/patologia , Relação Dose-Resposta à Radiação , Ecocardiografia , Feminino , Fibrose , Coração/diagnóstico por imagem , Humanos , Neoplasias Pulmonares/radioterapia , Camundongos , Lesões Experimentais por Radiação/etiologia , Lesões Experimentais por Radiação/patologia , Tomografia Computadorizada de Emissão de Fóton Único
4.
AJR Am J Roentgenol ; 209(5): 1158-1161, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28834446

RESUMO

OBJECTIVE: The objective of this article is to report our experience with a technique for CT-guided spine biopsies that we refer to as the "scout no scan" technique. CONCLUSION: The scout no scan technique can significantly lower radiation exposure while maintaining high diagnostic yields for CT-guided spinal biopsies.


Assuntos
Biópsia Guiada por Imagem/métodos , Exposição à Radiação/prevenção & controle , Coluna Vertebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Doses de Radiação , Radiografia Intervencionista , Estudos Retrospectivos , Coluna Vertebral/patologia , Coluna Vertebral/cirurgia , Adulto Jovem
5.
Inverse Probl ; 32(9)2016.
Artigo em Inglês | MEDLINE | ID: mdl-28255191

RESUMO

Due to the unique geometry, dual-panel PET scanners have many advantages in dedicated breast imaging and on-board imaging applications since the compact scanners can be combined with other imaging and treatment modalities. The major challenges of dual-panel PET imaging are the limited-angle problem and data truncation, which can cause artifacts due to incomplete data sampling. The time-of-flight (TOF) information can be a promising solution to reduce these artifacts. The TOF planogram is the native data format for dual-panel TOF PET scanners, and the non-TOF planogram is the 3D extension of linogram. The TOF planograms is five-dimensional while the objects are three-dimensional, and there are two degrees of redundancy. In this paper, we derive consistency equations and Fourier-based rebinning algorithms to provide a complete understanding of the rich structure of the fully 3D TOF planograms. We first derive two consistency equations and John's equation for 3D TOF planograms. By taking the Fourier transforms, we obtain two Fourier consistency equations and the Fourier-John equation, which are the duals of the consistency equations and John's equation, respectively. We then solve the Fourier consistency equations and Fourier-John equation using the method of characteristics. The two degrees of entangled redundancy of the 3D TOF data can be explicitly elicited and exploited by the solutions along the characteristic curves. As the special cases of the general solutions, we obtain Fourier rebinning and consistency equations (FORCEs), and thus we obtain a complete scheme to convert among different types of PET planograms: 3D TOF, 3D non-TOF, 2D TOF and 2D non-TOF planograms. The FORCEs can be used as Fourier-based rebinning algorithms for TOF-PET data reduction, inverse rebinnings for designing fast projectors, or consistency conditions for estimating missing data. As a byproduct, we show the two consistency equations are necessary and sufficient for 3D TOF planograms. Finally, we give numerical examples of implementation of a fast 2D TOF planogram projector and Fourier-based rebinning for a 2D TOF planograms using the FORCEs to show the efficacy of the Fourier-based solutions.

6.
J Am Heart Assoc ; 4(7)2015 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-26215972

RESUMO

BACKGROUND: The exact mechanism of stem cell therapy in augmenting the function of ischemic cardiomyopathy is unclear. In this study, we hypothesized that increased viability of the peri-infarct region (PIR) produces restorative benefits after stem cell engraftment. A novel multimodality imaging approach simultaneously assessed myocardial viability (manganese-enhanced magnetic resonance imaging [MEMRI]), myocardial scar (delayed gadolinium enhancement MRI), and transplanted stem cell engraftment (positron emission tomography reporter gene) in the injured porcine hearts. METHODS AND RESULTS: Twelve adult swine underwent ischemia-reperfusion injury. Digital subtraction of MEMRI-negative myocardium (intrainfarct region) from delayed gadolinium enhancement MRI-positive myocardium (PIR and intrainfarct region) clearly delineated the PIR in which the MEMRI-positive signal reflected PIR viability. Human amniotic mesenchymal stem cells (hAMSCs) represent a unique population of immunomodulatory mesodermal stem cells that restored the murine PIR. Immediately following hAMSC delivery, MEMRI demonstrated an increased PIR viability signal compared with control. Direct PIR viability remained higher in hAMSC-treated hearts for >6 weeks. Increased PIR viability correlated with improved regional contractility, left ventricular ejection fraction, infarct size, and hAMSC engraftment, as confirmed by immunocytochemistry. Increased MEMRI and positron emission tomography reporter gene signal in the intrainfarct region and the PIR correlated with sustained functional augmentation (global and regional) within the hAMSC group (mean change, left ventricular ejection fraction: hAMSC 85±60%, control 8±10%; P<0.05) and reduced chamber dilatation (left ventricular end-diastole volume increase: hAMSC 24±8%, control 110±30%; P<0.05). CONCLUSIONS: The positron emission tomography reporter gene signal of hAMSC engraftment correlates with the improved MEMRI signal in the PIR. The increased MEMRI signal represents PIR viability and the restorative potential of the injured heart. This in vivo multimodality imaging platform represents a novel, real-time method of tracking PIR viability and stem cell engraftment while providing a mechanistic explanation of the therapeutic efficacy of cardiovascular stem cells.


Assuntos
Imageamento por Ressonância Magnética/métodos , Transplante de Células-Tronco Mesenquimais , Traumatismo por Reperfusão/terapia , Animais , Sobrevivência Celular/fisiologia , Modelos Animais de Doenças , Gadolínio , Humanos , Imuno-Histoquímica , Manganês , Camundongos , Miocárdio/patologia , Tomografia por Emissão de Pósitrons , Células-Tronco/fisiologia , Suínos , Sobrevivência de Tecidos , Tomografia Computadorizada por Raios X , Função Ventricular Esquerda/fisiologia , Remodelação Ventricular/fisiologia
7.
Circ Res ; 116(7): e40-50, 2015 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-25654979

RESUMO

RATIONALE: The mechanism of functional restoration by stem cell therapy remains poorly understood. Novel manganese-enhanced MRI and bioluminescence reporter gene imaging were applied to follow myocardial viability and cell engraftment, respectively. Human-placenta-derived amniotic mesenchymal stem cells (AMCs) demonstrate unique immunoregulatory and precardiac properties. In this study, the restorative effects of 3 AMC-derived subpopulations were examined in a murine myocardial injury model: (1) unselected AMCs, (2) ckit(+)AMCs, and (3) AMC-derived induced pluripotent stem cells (MiPSCs). OBJECTIVE: To determine the differential restorative effects of the AMC-derived subpopulations in the murine myocardial injury model using multimodality imaging. METHODS AND RESULTS: SCID (severe combined immunodeficiency) mice underwent left anterior descending artery ligation and were divided into 4 treatment arms: (1) normal saline control (n=14), (2) unselected AMCs (n=10), (3) ckit(+)AMCs (n=13), and (4) MiPSCs (n=11). Cardiac MRI assessed myocardial viability and left ventricular function, whereas bioluminescence imaging assessed stem cell engraftment during a 4-week period. Immunohistological labeling and reverse transcriptase polymerase chain reaction of the explanted myocardium were performed. The unselected AMC and ckit(+)AMC-treated mice demonstrated transient left ventricular functional improvement. However, the MiPSCs exhibited a significantly greater increase in left ventricular function compared with all the other groups during the entire 4-week period. Left ventricular functional improvement correlated with increased myocardial viability and sustained stem cell engraftment. The MiPSC-treated animals lacked any evidence of de novo cardiac differentiation. CONCLUSION: The functional restoration seen in MiPSCs was characterized by increased myocardial viability and sustained engraftment without de novo cardiac differentiation, indicating salvage of the injured myocardium.


Assuntos
Células-Tronco Pluripotentes Induzidas/transplante , Imageamento por Ressonância Magnética/métodos , Transplante de Células-Tronco Mesenquimais , Células-Tronco Mesenquimais/citologia , Imagem Multimodal , Infarto do Miocárdio/terapia , Miocárdio/patologia , Animais , Separação Celular/métodos , Sobrevivência Celular , Estenose Coronária/complicações , Modelos Animais de Doenças , Feminino , Perfilação da Expressão Gênica , Genes Reporter , Sobrevivência de Enxerto , Xenoenxertos , Humanos , Ligadura , Medições Luminescentes , Masculino , Manganês , Células-Tronco Mesenquimais/química , Camundongos , Camundongos Mutantes , Camundongos SCID , Infarto do Miocárdio/etiologia , Infarto do Miocárdio/patologia , Infarto do Miocárdio/fisiopatologia , Placenta/citologia , Gravidez , Proteínas Proto-Oncogênicas c-kit/análise , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Homeostase do Telômero , Função Ventricular Esquerda
8.
Biomaterials ; 37: 289-98, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25443792

RESUMO

Nanoparticle-mediated sustained delivery of therapeutics is one of the highly effective and increasingly utilized applications of nanomedicine. Here, we report the development and application of a drug delivery system consisting of polyethylene glycol (PEG)-conjugated liposomal nanoparticles as an efficient in vivo delivery approach for [Pyr1]-apelin-13 polypeptide. Apelin is an adipokine that regulates a variety of biological functions including cardiac hypertrophy and hypertrophy-induced heart failure. The clinical use of apelin has been greatly impaired by its remarkably short half-life in circulation. Here, we investigate whether [Pyr1]-apelin-13 encapsulation in liposome nanocarriers, conjugated with PEG polymer on their surface, can prolong apelin stability in the blood stream and potentiate apelin beneficial effects in cardiac function. Atomic force microscopy and dynamic light scattering were used to assess the structure and size distribution of drug-laden nanoparticles. [Pyr1]-apelin-13 encapsulation in PEGylated liposomal nanocarriers resulted in sustained and extended drug release both in vitro and in vivo. Moreover, intraperitoneal injection of [Pyr1]-apelin-13 nanocarriers in a mouse model of pressure-overload induced heart failure demonstrated a sustainable long-term effect of [Pyr1]-apelin-13 in preventing cardiac dysfunction. We concluded that this engineered nanocarrier system can serve as a delivery platform for treating heart injuries through sustained bioavailability of cardioprotective therapeutics.


Assuntos
Sistemas de Liberação de Medicamentos , Coração/efeitos dos fármacos , Coração/fisiopatologia , Peptídeos e Proteínas de Sinalização Intercelular/farmacologia , Lipossomos/química , Nanopartículas/química , Pressão , Animais , Portadores de Fármacos/química , Eletrocardiografia , Luz , Lipossomos/ultraestrutura , Camundongos , Microscopia de Força Atômica , Nanopartículas/ultraestrutura , Tamanho da Partícula , Espalhamento de Radiação
9.
Bioengineered ; 5(3): 193-7, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24637710

RESUMO

Due to the limited self-renewal capacity of cardiomyocytes, the mammalian heart exhibits impaired regeneration and insufficient ability to restore heart function after injury. Cardiovascular tissue engineering is currently considered as a promising alternative therapy to restore the structure and function of the failing heart. Recent evidence suggests that the epicardium may play critical roles in regulation of myocardial development and regeneration. One of the mechanisms that has been proposed for the restorative effect of the epicardium is the specific physiomechanical cues that this layer provides to the cardiac cells. In this article we explore whether a new generation of epicardium-mimicking, acellular matrices can be utilized to enhance cardiac healing after injury. The matrix consists of a dense collagen scaffold with optimized biomechanical properties approaching those of embryonic epicardium. Grafting the epicardial patch onto the ischemic myocardium--promptly after the incidence of infarct--resulted in preserved contractility, attenuated ventricular remodeling, diminished fibrosis, and vascularization within the injured tissue in the adult murine heart.


Assuntos
Colágeno/farmacologia , Implantes Experimentais , Infarto do Miocárdio/terapia , Técnicas de Cultura de Tecidos/métodos , Engenharia Tecidual/métodos , Animais , Materiais Biomiméticos , Proliferação de Células , Colágeno/química , Módulo de Elasticidade , Embrião de Mamíferos , Células Epiteliais/citologia , Células Epiteliais/fisiologia , Fibrose/prevenção & controle , Géis , Masculino , Camundongos , Contração Miocárdica/efeitos dos fármacos , Infarto do Miocárdio/fisiopatologia , Infarto do Miocárdio/cirurgia , Miócitos Cardíacos/citologia , Miócitos Cardíacos/fisiologia , Neovascularização Fisiológica/efeitos dos fármacos , Pericárdio/citologia , Pericárdio/fisiologia , Remodelação Ventricular/efeitos dos fármacos
10.
Curr Radiopharm ; 5(1): 47-58, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21864242

RESUMO

PURPOSE: Chloroquine has demonstrated high affinity for aldehyde dehydrogenase 1A1 (ALDH1), an enzyme expressed in the highly tumorigenic CD133+ brain tumor initiating subpopulation. The purpose of this study is to report the novel synthesis of a chloroquine analogue, n.c.a. iodoquine, and the in vitro and in vivo uptake in cells with high ALDH1 content. METHODS AND MATERIALS: Iodoquine was synthesized in novel no-carrier-added forms (n.c.a.) for both 125I and 123I. I25I IQ and 18F FDG cell uptake assays were performed in the L1210 and L1210cpa (cyclophosphamide resistant), A549, and MG456 glioblastoma cell lines. Uptake was expressed as a percent of the administered activity. 125I IQ biodistribution studies assessed organ uptake at 1, 4, and 24 hours after IV administration (n= 15 total; 5 mice/timepoint). Radiation dosimetry estimates were calculated using standard OLINDA/EXM software. In vivo imaging of 123I IQ uptake in MG456 glioblastoma mouse model (n=10) was performed with small animal high resolution micro-SPECT. Autoradiography and histology co-localized radiotracer and tumor biodistribution. Uptake in MG456 glioblastoma tumors was quantified with gamma counting. RESULTS: L1210 cpa (high ALDH1) showed significantly higher 125I IQ uptake compared to the parental L1210 (low ALDH1) for all time points through 4 hours (20.7% ± 1.4% versus 11.0% ± 0.5%; 21.3% ± 0.9% versus 11.0% ± 0.4%; 20.6% ± 0.7% versus 9.4% ± 0.3%; and 15.7% ± 0.7% versus 7.5% + 0.4% at 30 minutes, and 1, 2 and 4 hours, respectively; p < 0.001 for all time points). In the CD133+ fraction of MG456 glioblastoma cell line, IQ uptake was significantly higher compared to FDG at all time points through 4 hours (81.5% ± 0.9% versus 1.3% ± 0.1%; 88.8% ± 0.4% versus 1.3% ± 0.1%; 87.8% ± 2.1% versus 1.7% ± 0.2%; and 87.0% ± 2.4% versus 1.8% ± 0.1 at 30 minutes, and 1, 2 and 4 hours, respectively; p > 0.001 for all time points). The A549 lung cancer cell line also showed high IQ uptake through 4 hours. IQ normal biodistribution studies showed rapid renal excretion and very low normal background brain activity after IV administration. In vivo micro-SPECT images showed mild uptake in larger MG456 glioblastomas (n=6) as verified with autoradiography and histology. Gamma well counter uptake in large tumors was 2.3% ± 0.48% ID/g (n=5). CONCLUSION: Iodoquine localizes to cells with high ALDH1 content. Cell assays show high 125I IQ uptake in the MG456 cell line, and in vivo micro-SPECT imaging showed mild 123I IQ uptake in MG456 glioblastomas. Further studies are necessary to investigate 131I IQ as a potential therapeutic agent targeting the highly tumorigenic CD133+ brain tumor stem cell subpopulation.


Assuntos
Cloroquina/análogos & derivados , Radioisótopos do Iodo/farmacocinética , Isoenzimas/metabolismo , Neoplasias/diagnóstico por imagem , Compostos Radiofarmacêuticos/farmacocinética , Retinal Desidrogenase/metabolismo , Família Aldeído Desidrogenase 1 , Animais , Western Blotting , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/enzimologia , Linhagem Celular Tumoral , Cloroquina/farmacocinética , Resistencia a Medicamentos Antineoplásicos , Feminino , Glioblastoma/diagnóstico por imagem , Glioblastoma/enzimologia , Leucemia L1210/enzimologia , Masculino , Camundongos , Camundongos Nus , Neoplasias/enzimologia , Doses de Radiação , Compostos Radiofarmacêuticos/síntese química , Tomografia Computadorizada de Emissão de Fóton Único/métodos
11.
Biomech Model Mechanobiol ; 9(1): 117-25, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19636599

RESUMO

Mechanical in vitro preconditioning of tissue engineered heart valves is viewed as an essential process for tissue development prior to in vivo implantation. However, a number of pro-inflammatory genes are mechanosensitive and their elaboration could elicit an adverse response in the host. We hypothesized that the application of normal physiological levels of strain to isolated valve interstitial cells would inhibit the expression of pro-inflammatory genes. Cells were subjected to 0, 5, 10, 15 and 20% strain. Expression of VCAM-1, MCP-1, GM-CSF and OPN was then measured using qRT-PCR. With the exception of OPN, all genes were significantly up regulated when no strain was applied. MCP-1 expression was significantly lower in the presence of strain, although strain magnitude did not affect the expression level. VCAM-1 and GM-CSF had the lowest expression levels at 15% strain, which represent normal physiological conditions. These findings were confirmed using confocal microscopy. Additionally, pSMAD 2/3 and IkappaBalpha expression were imaged to elucidate potential mechanisms of gene expression. Data showed that 15% strain increased pSMAD 2/3 expression and prevented phosphorylation of IkappaBalpha. In conclusion, cyclic strain reduces expression of pro-inflammatory genes, which may be beneficial for the in vitro pre-conditioning of tissue engineered heart valves.


Assuntos
Valva Aórtica/metabolismo , Valva Aórtica/patologia , Regulação da Expressão Gênica , Mediadores da Inflamação/metabolismo , Estresse Mecânico , Animais , Quimiocina CCL2/genética , Quimiocina CCL2/metabolismo , Fator Estimulador de Colônias de Granulócitos e Macrófagos/genética , Fator Estimulador de Colônias de Granulócitos e Macrófagos/metabolismo , Microscopia Confocal , Osteopontina/genética , Osteopontina/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Sus scrofa , Molécula 1 de Adesão de Célula Vascular/genética , Molécula 1 de Adesão de Célula Vascular/metabolismo
12.
Radiology ; 242(1): 198-207, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17185668

RESUMO

PURPOSE: To determine the feasibility of in vivo localization and quantification of indium 111 (111In)-oxine-labeled bone marrow (BM) with high-resolution whole-body helical single photon emission computed tomography (SPECT) in an established murine model of atherosclerosis and vascular repair. MATERIALS AND METHODS: The institutional animal care and use committee approved this study. BM from young B6 Rosa 26 Lac Z+/+ mice was radiolabeled with 111In-oxine. On days 1, 4, and 7 after administration of radiolabeled cells, five C57/BL6 apolipoprotein E-deficient mice and five wild-type (WT) control mice were imaged with whole-body high-resolution helical SPECT. Quantification with SPECT was compared with ex vivo analysis by means of gamma counting. Autoradiography and beta-galactosidase staining were used to verify donor cell biodistribution. Linear regression was used to assess the correlation between continuous variables. Two-tailed Student t test was used to compare values between groups, and paired two-tailed t test was used to assess changes within subjects at different time points. RESULTS: SPECT image contrast was high, with clear visualization of BM, liver, and spleen 7 days after administration of radiolabeled cells. SPECT revealed that 42% and 58% more activity was localized to the aorta and BM (P<.05 for both), respectively, in apolipoprotein E-deficient mice versus WT mice. Furthermore, 28% and 27% less activity was localized to the liver and spleen (P<.05 for both), respectively, in apolipoprotein E-deficient mice versus WT mice. SPECT and organ gamma counts showed good quantitative correlation (r=0.9). beta-Galactosidase staining and microautoradiography of recipient aortas showed donor cell localization to the intima of visible atherosclerotic plaque but not to unaffected regions of the vessel wall. CONCLUSION: High-resolution in vivo helical pinhole SPECT can be used to monitor and quantify early biodistribution of 111In-oxine-labeled BM in a murine model of progenitor cell therapy for atherosclerosis.


Assuntos
Aterosclerose/diagnóstico por imagem , Aterosclerose/cirurgia , Células da Medula Óssea/diagnóstico por imagem , Transplante de Medula Óssea/diagnóstico por imagem , Aumento da Imagem/métodos , Compostos Organometálicos , Oxiquinolina/análogos & derivados , Tomografia Computadorizada de Emissão de Fóton Único/métodos , Animais , Transplante de Medula Óssea/métodos , Modelos Animais de Doenças , Estudos de Viabilidade , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Compostos Radiofarmacêuticos
13.
J Nucl Med ; 47(11): 1884-90, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-17079823

RESUMO

UNLABELLED: A slit-slat collimator combines a slit along the axis of rotation with a set of axial septa, offering both magnification in the transaxial direction and complete sampling with just a circular orbit. This collimator has a sensitivity that increases for points near the aperture slit. The literature treats this collimator as having the same sensitivity as a single-pinhole collimator, ignoring the effect of the axial septa. Herein, the sensitivity and resolution of this collimator are reevaluated. METHODS: Experimental and Monte Carlo methods are used to determine the sensitivity and resolution in both the transaxial and axial directions as a function of distance from the slit (h). Eight configurations are tested, varying the slit width, septal spacing, and septal height. RESULTS: Both the experimental and the Monte Carlo sensitivities agree reasonably with an analytic form that is the geometric mean of the pinhole and parallel-beam formulas, disagreeing with previous literature. Transaxial resolution is consistent with the pinhole-resolution formula. Axial resolution is consistent with the parallel-beam resolution formula. CONCLUSION: The sensitivity of this collimator is proportional to h(-1) and has resolution in the transaxial direction that is consistent with pinhole resolution and in the axial direction that is consistent with parallel-beam resolution.


Assuntos
Tomografia Computadorizada de Emissão de Fóton Único/instrumentação , Algoritmos , Animais , Automação , Desenho de Equipamento , Câmaras gama , Humanos , Modelos Teóricos , Método de Monte Carlo , Imagens de Fantasmas , Planejamento da Radioterapia Assistida por Computador , Sensibilidade e Especificidade , Tomografia Computadorizada de Emissão de Fóton Único/métodos
14.
J Nucl Med ; 46(6): 1042-51, 2005 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-15937318

RESUMO

UNLABELLED: The objective was to perform dosimetry and evaluate dose-response relationships in newly diagnosed patients with malignant brain tumors treated with direct injections of (131)I-labeled anti-tenascin murine 81C6 monoclonal antibody (mAb) into surgically created resection cavities (SCRCs) followed by conventional external-beam radiotherapy and chemotherapy. METHODS: Absorbed doses to the 2-cm-thick shell, measured from the margins of the resection cavity interface, were estimated for 33 patients with primary brain tumors. MRI/SPECT registrations were used to assess the distribution of the radiolabeled mAb in brain parenchyma. Results from biopsies obtained from 15 patients were classified as tumor, radionecrosis, or tumor and radionecrosis, and these were correlated with absorbed dose and dose rate. Also, MRI/PET registrations were used to assess radiographic progression among patients. RESULTS: This therapeutic strategy yielded a median survival of 86 and 79 wk for all patients and glioblastoma multiforme (GBM) patients, respectively. The average SCRC residence time of (131)I-mu81C6 mAb was 76 h (range, 34-169 h). The average absorbed dose to the 2-cm cavity margins was 48 Gy (range, 25-116 Gy) for all patients and 51 Gy (range, 27-116 Gy) for GBM patients. In MRI/SPECT registrations, we observed a preferential distribution of (131)I-mu81C6 mAb through regions of vasogenic edema. An analysis of the relationship between the absorbed dose and dose rate and the first biopsy results yielded a most favorable absorbed dose of 44 Gy. A correlation between decreased survival and irreversible neurotoxicity was noted. A comparative analysis, in terms of median survival, was performed with previous brachytherapy clinical studies, which showed a proportional relationship between the average boost absorbed dose and the median survival. CONCLUSION: This study shows that (131)I-mu81C6 mAb increases the median survival of GBM patients. An optimal absorbed dose of 44 Gy to the 2-cm cavity margins is suggested to reduce the incidence of neurologic toxicity. Further clinical studies are warranted to determine the effectiveness of (131)I-mu81C6 mAb based on a target dose of 44 Gy rather than a fixed administered activity.


Assuntos
Anticorpos Monoclonais/uso terapêutico , Neoplasias Encefálicas/radioterapia , Glioma/radioterapia , Radioimunoterapia , Tenascina/imunologia , Adulto , Idoso , Animais , Anticorpos Monoclonais/efeitos adversos , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/imunologia , Feminino , Glioma/diagnóstico por imagem , Glioma/imunologia , Humanos , Radioisótopos do Iodo/uso terapêutico , Imageamento por Ressonância Magnética , Masculino , Camundongos , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Tomografia por Emissão de Pósitrons , Radiometria , Reoperação
15.
Blood ; 104(3): 642-8, 2004 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-15100153

RESUMO

We report a phase 1 study of pharmacokinetics, dosimetry, toxicity, and response of (131)I anti-tenascin chimeric 81C6 for the treatment of lymphoma. Nine patients received a dosimetric dose of 370 MBq (10 mCi). Three patients received an administered activity of 1480 MBq (40 mCi), and 2 developed hematologic toxicity that required stem cell infusion. Six patients received an administered activity of 1110 MBq (30 mCi), and 2 developed toxicity that required stem cell infusion. The clearance of whole-body activity was monoexponential with a mean effective half-life of 110 hours (range, 90-136 hours) and a mean effective whole-body residence time of 159 hours (range, 130-196 hours). There was rapid uptake within the viscera; however, tumor uptake was slower. Activity in normal viscera decreased proportional to the whole body; however, tumor sites presented a slow clearance (T(1/2), 86-191 hours). The mean absorbed dose to whole-body was 67 cGy (range, 51-89 hours), whereas the dose to tumor sites was 963 cGy (range, 363-1517 cGy). Despite lack of a "blocking" antibody, 1 of 9 patients attained a complete remission and 1 a partial remission. These data demonstrate this radiopharmaceutical to be an encouraging agent for the treatment of lymphoma particularly if methods to protect the normal viscera are developed.


Assuntos
Anticorpos Monoclonais/toxicidade , Radioisótopos do Iodo/toxicidade , Linfoma não Hodgkin/radioterapia , Animais , Anticorpos Monoclonais/farmacocinética , Transporte Biológico , Biópsia , Medula Óssea/patologia , Feminino , Humanos , Imunotoxinas/farmacocinética , Imunotoxinas/toxicidade , Radioisótopos do Iodo/farmacocinética , Linfonodos/patologia , Linfoma não Hodgkin/patologia , Masculino , Camundongos , Seleção de Pacientes , Tenascina/análise , Distribuição Tecidual , Tomografia Computadorizada por Raios X
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