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1.
Int J Mol Sci ; 21(14)2020 Jul 09.
Artículo en Inglés | MEDLINE | ID: mdl-32659913

RESUMEN

Dual leucine zipper kinase (DLK, Map3k12) is an axonal protein that governs the balance between degeneration and regeneration through its downstream effectors c-jun N-terminal kinase (JNK) and phosphorylated c-jun (p-c-Jun). In peripheral nerves DLK is generally inactive until induced by injury, after which it transmits signals to the nucleus via retrograde transport. Here we report that in contrast to this mode of regulation, in the uninjured adult mouse cerebellum, DLK constitutively drives nuclear p-c-Jun in cerebellar granule neurons, whereas in the forebrain, DLK is similarly expressed and active, but nuclear p-c-Jun is undetectable. When neurodegeneration results from mutant human tau in the rTg4510 mouse model, p-c-Jun then accumulates in neuronal nuclei in a DLK-dependent manner, and the extent of p-c-Jun correlates with markers of synaptic loss and gliosis. This regional difference in DLK-dependent nuclear p-c-Jun accumulation could relate to differing levels of JNK scaffolding proteins, as the cerebellum preferentially expresses JNK-interacting protein-1 (JIP-1), whereas the forebrain contains more JIP-3 and plenty of SH3 (POSH). To characterize the functional differences between constitutive- versus injury-induced DLK signaling, RNA sequencing was performed after DLK inhibition in the cerebellum and in the non-transgenic and rTg4510 forebrain. In all contexts, DLK inhibition reduced a core set of transcripts that are associated with the JNK pathway. Non-transgenic forebrain showed almost no other transcriptional changes in response to DLK inhibition, whereas the rTg4510 forebrain and the cerebellum exhibited distinct differentially expressed gene signatures. In the cerebellum, but not the rTg4510 forebrain, pathway analysis indicated that DLK regulates insulin growth factor-1 (IGF1) signaling through the transcriptional induction of IGF1 binding protein-5 (IGFBP5), which was confirmed and found to be functionally relevant by measuring signaling through the IGF1 receptor. Together these data illuminate the complex multi-functional nature of DLK signaling in the central nervous system (CNS) and demonstrate its role in homeostasis as well as tau-mediated neurodegeneration.


Asunto(s)
Encéfalo/metabolismo , Encéfalo/fisiología , Homeostasis/fisiología , Quinasas Quinasa Quinasa PAM/metabolismo , Estrés Fisiológico/fisiología , Animales , Axones/metabolismo , Proteínas Quinasas JNK Activadas por Mitógenos/metabolismo , Sistema de Señalización de MAP Quinasas/fisiología , Masculino , Ratones , Ratones Endogámicos C57BL , Neuronas/metabolismo , Neuronas/fisiología , Transducción de Señal/fisiología , Transcriptoma/fisiología
2.
Glia ; 63(7): 1126-37, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25690758

RESUMEN

Neuroinflammation and the accompanying activation of glial cells is an important feature of many neurodegenerative conditions. It is known that factors such as peripheral infections and stress can influence immune processes in the brain. However, the effect of these stressors on astrocyte activation in vivo remains elusive. In this study, transgenic Gfap-luc mice expressing the luciferase gene under the transcriptional control of the glial fibrillary acidic protein promoter were used to quantify the kinetics of in vivo astrocyte activation following immune challenges relevant to clinical inflammation. It was found that astrocytes respond rapidly to peripheral immune activation elicited by either bacterial lipopolysaccharide (LPS) or the viral mimetic polyinosinic:polycytidylic acid (poly(I:C)). By measuring bioluminescence and 18-kDa translocator protein radioligand binding in the same animal it was observed that LPS induces both astrocyte as well as microglial activation at 6 h post-administration. Furthermore, the astrocyte response decreased upon repeated systemic LPS injections, indicating development of tolerance to the LPS challenge. Finally, restraining Gfap-luc mice for 1 h daily on 5 consecutive days did not affect brain bioluminescence, thereby indicating that sub-chronic stress does not influence astrocyte activation under unchallenged conditions. However, stressed animals showed a reduced response to a subsequent systemic LPS injection, suggesting that the immune system is compromised in these animals. Here, we demonstrate that Gfap-luc mice can be used to study astrocyte activation in response to stimuli relevant for clinical inflammation and that this approach may provide a more complete characterization of existing and novel models of neuroinflammation


Asunto(s)
Astrocitos/fisiología , Encéfalo/inmunología , Inflamación/fisiopatología , Neuroinmunomodulación/fisiología , Estrés Psicológico/inmunología , Animales , Modelos Animales de Enfermedad , Proteína Ácida Fibrilar de la Glía , Lipopolisacáridos , Luciferasas/genética , Luciferasas/metabolismo , Mediciones Luminiscentes , Masculino , Ratones Transgénicos , Microglía/fisiología , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/metabolismo , Poli I-C , Distribución Aleatoria , Restricción Física
3.
Toxicol Appl Pharmacol ; 268(2): 113-22, 2013 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-23416206

RESUMEN

Itraconazole (ITZ) is an approved antifungal agent that carries a "black box warning" in its label regarding a risk of negative cardiac inotropy based on clinical findings. Since the mechanism of the negative inotropic effect is unknown, we performed a variety of preclinical and mechanistic studies to explore the pharmacological profile of ITZ and understand the negative inotropic mechanism. ITZ was evaluated in: (1) an isolated rabbit heart (IRH) preparation using Langendorff retrograde perfusion; (2) ion channel studies; (3) a rat heart mitochondrial function profiling screen; (4) a mitochondrial membrane potential (MMP) assay; (5) in vitro pharmacology profiling assays (148 receptors, ion channels, transporters, and enzymes); and (6) a kinase selectivity panel (451 kinases). In the IRH, ITZ decreased cardiac contractility (>30%) at 0.3µM, with increasing effect at higher concentrations, which indicated a direct negative inotropic effect upon the heart. It also decreased heart rate and coronary flow (≥1µM) and prolonged PR/QRS intervals (3µM). In mechanistic studies, ITZ inhibited the cardiac NaV channel (IC50: 4.2µM) and was devoid of any functional inhibitory effect at the remaining pharmacological targets. Lastly, ITZ did not affect MMP, nor interfere with mitochondrial enzymes or processes involved with fuel substrate utilization or energy formation. Overall, the cardiovascular and mechanistic data suggest that ITZ-induced negative inotropy is a direct effect on the heart, in addition, the potential involvement of mitochondria function and L-type Ca(2+) channels are eliminated. The exact mechanism underlying the negative inotropy is uncertain, and requires further study.


Asunto(s)
Antifúngicos/farmacología , Itraconazol/farmacología , Contracción Miocárdica/efectos de los fármacos , Función Ventricular Izquierda/efectos de los fármacos , Animales , Depresión Química , Femenino , Técnicas In Vitro , Canales Iónicos/efectos de los fármacos , MAP Quinasa Quinasa 5/metabolismo , Potencial de la Membrana Mitocondrial/efectos de los fármacos , Mitocondrias Cardíacas/efectos de los fármacos , Mitocondrias Cardíacas/fisiología , Conejos , Ratas
4.
Mediators Inflamm ; 2013: 271359, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23935246

RESUMEN

Substantial evidence indicates an association between clinical depression and altered immune function. Systemic administration of bacterial lipopolysaccharide (LPS) is commonly used to study inflammation-associated behavioral changes in rodents. In these experiments, we tested the hypothesis that peripheral immune activation leads to neuroinflammation and depressive-like behavior in mice. We report that systemic administration of LPS induced astrocyte activation in transgenic GFAP-luc mice and increased immunoreactivity against the microglial marker ionized calcium-binding adapter molecule 1 in the dentate gyrus of wild-type mice. Furthermore, LPS treatment caused a strong but transient increase in cytokine levels in the serum and brain. In addition to studying LPS-induced neuroinflammation, we tested whether sickness could be separated from depressive-like behavior by evaluating LPS-treated mice in a panel of behavioral paradigms. Our behavioral data indicate that systemic LPS administration caused sickness and mild depressive-like behavior. However, due to the overlapping time course and mild effects on depression-related behavior per se, it was not possible to separate sickness from depressive-like behavior in the present rodent model.


Asunto(s)
Astrocitos/citología , Depresión/inmunología , Conducta de Enfermedad , Inflamación/patología , Animales , Conducta Animal , Encéfalo/inmunología , Encéfalo/metabolismo , Proteínas de Unión al Calcio/metabolismo , Conducta de Elección , Citocinas/sangre , Citocinas/metabolismo , Modelos Animales de Enfermedad , Conducta Alimentaria , Inmunohistoquímica , Lipopolisacáridos/química , Luminiscencia , Masculino , Ratones , Ratones Transgénicos , Proteínas de Microfilamentos/metabolismo , Microglía/metabolismo , Neuronas/metabolismo , Sacarosa/química
5.
J Med Chem ; 66(14): 9954-9971, 2023 07 27.
Artículo en Inglés | MEDLINE | ID: mdl-37436942

RESUMEN

Chemotherapy-induced peripheral neuropathy (CIPN) is a major unmet medical need with limited treatment options. Despite different mechanisms of action, diverse chemotherapeutics can cause CIPN through a converged pathway─an active axon degeneration program that engages the dual leucine zipper kinase (DLK). DLK is a neuronally enriched kinase upstream in the MAPK-JNK cascade, and while it is dormant under physiological conditions, DLK mediates a core mechanism for neuronal injury response under stress conditions, making it an attractive target for treatment of neuronal injury and neurodegenerative diseases. We have developed potent, selective, brain penetrant DLK inhibitors with excellent PK and activity in mouse models of CIPN. Lead compound IACS-52825 (22) showed strongly effective reversal of mechanical allodynia in a mouse model of CIPN and was advanced into preclinical development.


Asunto(s)
Antineoplásicos , Enfermedades del Sistema Nervioso Periférico , Ratones , Animales , Neuronas , Sistema de Señalización de MAP Quinasas , Encéfalo/metabolismo , Enfermedades del Sistema Nervioso Periférico/inducido químicamente , Enfermedades del Sistema Nervioso Periférico/tratamiento farmacológico , Antineoplásicos/efectos adversos , Quinasas Quinasa Quinasa PAM
6.
Pain ; 162(10): 2599-2612, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-33872235

RESUMEN

ABSTRACT: Chemotherapy-induced peripheral neuropathy (CIPN) and chemotherapy-induced cognitive impairments (CICI) are common, often severe neurotoxic side effects of cancer treatment that greatly reduce quality of life of cancer patients and survivors. Currently, there are no Food and Drug Administration-approved agents for the prevention or curative treatment of CIPN or CICI. The dual leucine zipper kinase (DLK) is a key mediator of axonal degeneration that is localized to axons and coordinates the neuronal response to injury. We developed a novel brain-penetrant DLK inhibitor, IACS'8287, which demonstrates potent and highly selective inhibition of DLK in vitro and in vivo. Coadministration of IACS'8287 with the platinum derivative cisplatin prevents mechanical allodynia, loss of intraepidermal nerve fibers in the hind paws, cognitive deficits, and impairments in brain connectivity in mice, all without interfering with the antitumor activity of cisplatin. The protective effects of IACS'8287 are associated with preservation of mitochondrial function in dorsal root ganglion neurons and in brain synaptosomes. In addition, RNA sequencing analysis of dorsal root ganglia reveals modulation of genes involved in neuronal activity and markers for immune cell infiltration by DLK inhibition. These data indicate that CIPN and CICI require DLK signaling in mice, and DLK inhibitors could become an attractive treatment in the clinic when coadministered with cisplatin, and potentially other chemotherapeutic agents, to prevent neurotoxicities as a result of cancer treatment.


Asunto(s)
Antineoplásicos , Disfunción Cognitiva , Enfermedades del Sistema Nervioso Periférico , Animales , Antineoplásicos/toxicidad , Modelos Animales de Enfermedad , Humanos , Leucina Zippers , Ratones , Enfermedades del Sistema Nervioso Periférico/inducido químicamente , Enfermedades del Sistema Nervioso Periférico/tratamiento farmacológico , Enfermedades del Sistema Nervioso Periférico/prevención & control , Calidad de Vida
7.
Pharmacol Res Perspect ; 8(1): e00559, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31956418

RESUMEN

Phosphoinositide 3-kinases, delta (PI3Kδ) and gamma (PI3Kγ) are enriched in immune cells and regulate the development and function of innate and adaptive immunity. Dual PI3Kδγ inhibitors are considered high value targets for their potential to treat a variety of immune-mediated diseases, but their discovery has been challenging. Here we describe the preclinical pharmacology of HM5023507, an orally active dual inhibitor of δγ isoforms in immune signaling. HM5023507 inhibited PI3Kδ and PI3Kγ isoforms with greater than 100-fold selectivity against PI3Kα and PI3Kß in recombinant enzymatic assays and in primary human immune cells with an exquisite selectivity against other targets. HM5023507 attenuated the PI3Kδ/γ signaling in human basophils (IC50: 42/340 nmol/L; selectivity ratio ~1:8). HM5023507 attenuated the activation and function of human B and T cells, Th17 differentiation of CD4 T cells in the blood of healthy donors and rheumatoid arthritis patients, and cytokine and IgG production in human T and B cell cocultures, in vitro. Orally dosed HM5023507 attenuated PI3K δ/γ-mediated immune signaling in the rat in a dose-related manner. In addition, HM5023507 inhibited semiestablished collagen-induced arthritic inflammation in the rats (ED50 of 0.25mg/kg, p.o. BID or 0.5 mg/kg, QD, AUC: 1422 ng/mL*h), improved histopathology- and micro-computed tomography (µCT)-based indices of joint damage, bone destruction, and attenuated the levels of anti-collagen antibody, with an overall anti-inflammatory profile matching that of a TNFα neutralizing antibody. The PI3K δγ inhibitory profile of HM5023507 and its selectivity make it a useful tool to further delineate immunobiology of dual PI3K δγ targeting.


Asunto(s)
Linfocitos B/citología , Fosfatidilinositol 3-Quinasa Clase I/antagonistas & inhibidores , Inhibidores Enzimáticos/administración & dosificación , Linfocitos T/citología , Administración Oral , Animales , Linfocitos B/efectos de los fármacos , Linfocitos B/metabolismo , Células Cultivadas , Relación Dosis-Respuesta a Droga , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Femenino , Humanos , Cultivo Primario de Células , Ratas , Ratas Wistar , Transducción de Señal/efectos de los fármacos , Relación Estructura-Actividad , Linfocitos T/efectos de los fármacos , Linfocitos T/metabolismo
8.
J Nucl Med ; 49(10): 1651-63, 2008 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-18794275

RESUMEN

The need to study dynamic biologic processes in intact small-animal models of disease has stimulated the development of high-resolution nuclear imaging methods. These methods are capable of clarifying molecular interactions important in the onset and progression of disease, assessing the biologic relevance of drug candidates and potential imaging agents, and monitoring therapeutic effectiveness of pharmaceuticals serially within a single-model system. Single-photon-emitting radionuclides have many advantages in these applications, and SPECT can provide 3-dimensional spatial distributions of gamma- (and x-) ray-emitting radionuclide imaging agents or therapeutics. Furthermore, combining SPECT with CT in a SPECT/CT system can assist in defining the anatomic context of biochemical processes and improve the quantitative accuracy of the SPECT data. Over the past decade, dedicated small-animal SPECT and SPECT/CT systems have been developed in academia and industry. Although significant progress in this arena has been realized through system development and biologic application, further innovation continues to address challenges in camera sensitivity, spatial resolution, and image reconstruction and quantification. The innumerable applications of small-animal SPECT and SPECT/CT in drug development, cardiology, neurology, and oncology are stimulating further investment in education, research, and development of these dedicated small-animal imaging modalities.


Asunto(s)
Radioisótopos/farmacología , Cintigrafía/métodos , Tomografía Computarizada de Emisión de Fotón Único/métodos , Tomografía Computarizada por Rayos X/métodos , Animales , Humanos , Imagen por Resonancia Magnética/métodos , Ratones , Miocardio/patología , Trasplante de Neoplasias , Perfusión , Reproducibilidad de los Resultados , Imagen de Cuerpo Entero
9.
Netw Neurosci ; 2(2): 241-258, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30215035

RESUMEN

Neurodegeneration in Alzheimer's disease (AD) is associated with amyloid-beta peptide accumulation into insoluble amyloid plaques. The five-familial AD (5XFAD) transgenic mouse model exhibits accelerated amyloid-beta deposition, neuronal dysfunction, and cognitive impairment. We aimed to determine whether connectome properties of these mice parallel those observed in patients with AD. We obtained diffusion tensor imaging and resting-state functional magnetic resonance imaging data for four transgenic and four nontransgenic male mice. We constructed both structural and functional connectomes and measured their topological properties by applying graph theoretical analysis. We compared connectome properties between groups using both binarized and weighted networks. Transgenic mice showed higher characteristic path length in weighted structural connectomes and functional connectomes at minimum density. Normalized clustering and modularity were lower in transgenic mice across the upper densities of the structural connectome. Transgenic mice also showed lower small-worldness index in higher structural connectome densities and in weighted structural networks. Hyper-correlation of structural and functional connectivity was observed in transgenic mice compared with nontransgenic controls. These preliminary findings suggest that 5XFAD mouse connectomes may provide useful models for investigating the molecular mechanisms of AD pathogenesis and testing the effectiveness of potential treatments.

10.
Semin Nucl Med ; 37(3): 223-39, 2007 May.
Artículo en Inglés | MEDLINE | ID: mdl-17418154

RESUMEN

In this review, we describe the current approaches used for quantitative assessment of regional and global function with positron emission tomography (PET) imaging (combined with structural imaging modalities) with emphasis on both research and clinical applications of this powerful approach. We particularly refer to the impact of such measurements in assessing physiological processes such as aging and measuring response to treatment in serious disorders such as cancer. Although a multitude of methods has been described in literature, the optimal approaches that are both accurate and practical in clinical settings need to be defined and refined. Standardized uptake value (SUV) continues to be the most widely used index in the current practice. Calculating SUV at a single time point and assigning standard regions of interest are inadequate and suboptimal for the purposes adopted by the medical community. The concepts of partial volume correction for measured values in small lesions, dual-time point and delayed PET imaging, and global metabolic activity for assessment of various stages of disease may overcome deficiencies that are associated with the current quantitative (ie, SUV) techniques. Serious consideration of these concepts will enhance the role and reliability of these quantitative techniques, and therefore compliment the World Health Organization or the Response Evaluation Criteria in Solid Tumors (RECIST) criteria for managing patients with cancer and other disorders, including physiological states such as aging and serious diseases such as atherosclerosis and neurological diseases. We also introduce the concepts that allow for segmentation of various structural components of organs like the brain for accurate measurement of functional parameters. We also describe complicated kinetic modeling and methodologies that have been used frequently for assessing metabolic and pharmacological parameters in the brain and other organs. Simplified quantitative techniques based on these concepts are described, but should be validated against the kinetic models to test their role as practical tools.


Asunto(s)
Envejecimiento/metabolismo , Envejecimiento/patología , Interpretación de Imagen Asistida por Computador/métodos , Modelos Biológicos , Neoplasias/diagnóstico , Neoplasias/metabolismo , Tomografía de Emisión de Positrones/métodos , Algoritmos , Simulación por Computador , Humanos , Valores de Referencia
11.
Mol Imaging Biol ; 9(1): 24-31, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-17053860

RESUMEN

This paper demonstrates the application of mutual information based coregistration of radionuclide and magnetic resonance imaging (MRI) in an effort to use multimodality imaging for noninvasive localization of stem cells grafted in the infarcted myocardium in rats. Radionuclide imaging such as single photon emission computed tomography (SPECT) or positron emission tomography (PET) inherently has high sensitivity and is suitable for tracking of labeled stem cells, while high-resolution MRI is able to provide detailed anatomical and functional information of myocardium. Thus, coregistration of PET or SPECT images with MRI will map the location and distribution of stem cells on detailed myocardium structures. To validate this coregistration method, SPECT data were simulated by using a Monte Carlo-based projector that modeled the pinhole-imaging physics assuming nonzero diameter and photon penetration at the edge. Translational and rotational errors of the coregistration were examined with respect to various SPECT activities, and they are on average about 0.50 mm and 0.82 degrees , respectively. Only the rotational error is dependent on activity of SPECT data. Stem cells were labeled with (111)Indium oxyquinoline and grafted in the ischemic myocardium of a rat model. Dual-tracer small-animal SPECT images were acquired, which allowed simultaneous detection of (111)In-labeled stem cells and of [(99m)Tc]sestamibi to assess myocardial perfusion deficit. The same animals were subjected to cardiac MRI. A mutual-information-based coregistration method was then applied to the SPECT and MRIs. By coregistration, the (111)In signal from labeled cells was mapped into the akinetic region identified on cine MRIs; the regional perfusion deficit on the SPECT images also coincided with the akinetic region on the MR image.


Asunto(s)
Espectroscopía de Resonancia Magnética/métodos , Infarto del Miocardio/diagnóstico por imagen , Trasplante de Células Madre/métodos , Células Madre/diagnóstico por imagen , Tomografía Computarizada de Emisión de Fotón Único/métodos , Animales , Línea Celular , Simulación por Computador/normas , Radioisótopos de Indio , Masculino , Radiografía , Ratas , Ratas Sprague-Dawley , Tecnecio/química
12.
Biochemistry ; 45(51): 15157-67, 2006 Dec 26.
Artículo en Inglés | MEDLINE | ID: mdl-17176037

RESUMEN

A growing body of evidence suggests that soluble oligomeric forms of the amyloid beta peptide known as amyloid-derived diffusible ligands (ADDLs) are the toxic species responsible for neurodegeneration associated with Alzheimer's disease. Accurate biophysical characterization of ADDL preparations is hampered by the peptide's strong tendency to self-associate and the effect of factors such as ionic strength, temperature, and pH on its behavior. In addition, amyloid peptides are known to interact with common laboratory excipients, specifically detergents, further complicating the results from standard analytical methods such as denaturing polyacrylamide gel electrophoresis. We have studied the solution behavior of various amyloid peptide preparations using analytical ultracentrifugation and size exclusion chromatography coupled with multiangle laser light scattering. Our results indicate that ADDL preparations exist in solution primarily as a binary mixture of a monomeric peptide and high-molecular mass oligomers. We relate our findings to previously described characterizations utilizing atomic force microscopy and electrophoretic methods and demonstrate that low-molecular mass oligomers identified by gel electrophoresis likely represent artifacts induced by the peptide's interaction with detergent, while atomic force microscopy results are likely skewed by differential binding of monomeric and oligomeric peptide species. Finally, we confirm that only the high-molecular mass oligomeric components of an ADDL preparation are capable of binding to subpopulations of primary hippocampal neurons in vitro.


Asunto(s)
Péptidos beta-Amiloides/química , Péptidos beta-Amiloides/metabolismo , Fragmentos de Péptidos/química , Fragmentos de Péptidos/metabolismo , Soluciones , Péptidos beta-Amiloides/toxicidad , Péptidos beta-Amiloides/ultraestructura , Animales , Células Cultivadas , Cromatografía en Gel , Ligandos , Microscopía de Fuerza Atómica , Peso Molecular , Neuronas/química , Neuronas/metabolismo , Neuronas/ultraestructura , Fragmentos de Péptidos/toxicidad , Fragmentos de Péptidos/ultraestructura , Unión Proteica , Ratas
13.
Phys Med Biol ; 51(12): 3057-66, 2006 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-16757862

RESUMEN

Imaging the dopaminergic neurotransmitter system with positron emission tomography (PET) or single photon emission tomography (SPECT) is a powerful tool for the diagnosis of Parkinson's disease (PD). Previous studies have indicated that human observers have a diagnostic accuracy similar to conventional ROI analysis of SPECT imaging data. Consequently, it has been hypothesized that an artificial neural network (ANN), which can mimic the pattern recognition skills of human observers, may provide similar results. A set of patients with PD, and normal healthy control subjects, were studied using the dopamine transporter tracer [(99m)Tc]TRODAT-1 and SPECT. The sample was comprised of 81 patients (mean age +/- SD: 63.4 +/- 10.4 years; age range: 39.0-84.2 years) and 94 healthy controls (mean age +/- SD: 61.8 +/- 11.0 years; age range: 40.9-83.3 years). The images were processed to extract the striatum and the striatal pixel values were used as inputs to a three-layer ANN. The same set of data was used to both train and test the ANN, in a 'leave one out' procedure. The diagnostic accuracy of the ANN was higher than any previous analysis method applied to the same data (94.4% total accuracy, 97.5% specificity and 91.4% sensitivity). However, it should be stressed that, as with all applications of an ANN, it was difficult to interpret precisely what triggers in the images were being detected by the network.


Asunto(s)
Algoritmos , Interpretación de Imagen Asistida por Computador/métodos , Redes Neurales de la Computación , Compuestos de Organotecnecio , Enfermedad de Parkinson/diagnóstico por imagen , Reconocimiento de Normas Patrones Automatizadas/métodos , Tomografía Computarizada de Emisión de Fotón Único/métodos , Tropanos , Adulto , Anciano , Anciano de 80 o más Años , Inteligencia Artificial , Análisis por Conglomerados , Femenino , Humanos , Masculino , Persona de Mediana Edad , Radiofármacos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
14.
Phys Med Biol ; 51(19): 4923-50, 2006 Oct 07.
Artículo en Inglés | MEDLINE | ID: mdl-16985279

RESUMEN

The point spread function (PSF) of a pinhole collimator plays an important role in determining the resolution and characterizing the sensitivity of the accepted photons from a given point in the image space. The focus of this paper is to derive an analytical expression for the PSF of two different types of focusing pinhole collimators that are based on (1) right-circular double cones and (2) oblique-circular double cones. Conventionally, focusing pinhole collimators used in multi-pinhole SPECT were designed using right-circular double cones, as they were easier to fabricate. In this work, a novel focusing collimator consisting of oblique-circular double cones was designed and its properties were studied in detail with respect to right-circular double-cone based collimators. The main advantage of determining the PSF is the fact that they can be used to accurately model the PSF during the reconstruction, thereby improving the resolution of the reconstructed image. The PSF of the focusing collimators based on oblique-circular cones were found to be almost shift invariant for low and medium energy photons (below 200 keV). This property is very advantageous as algorithms such as slice-by-slice reconstruction can be used for resolution recovery thereby drastically reducing the reconstruction time. However, the PSF of focusing oblique-circular double cones (FOCDC) for higher energy photons were found to be asymmetric and hence need to be modelled more accurately during the reconstruction. On the other hand, the PSF for the right-circular cone based collimators were found to be asymmetric for all energy levels. However, due to the smaller acceptance angle used, the number of penetration photons was found to be far less than that observed for oblique-circular cones. This results in a smaller PSF making right-circular cone based collimators preferable for high-resolution small animal imaging, especially where very small pinhole diameters are used. The analytically derived PSF for both collimators were validated using a ray-tracing based Monte Carlo approach and found to agree well with a mean square error of less than 1%.


Asunto(s)
Radioterapia/métodos , Tomografía Computarizada de Emisión de Fotón Único/instrumentación , Tomografía Computarizada de Emisión de Fotón Único/métodos , Algoritmos , Electrones , Humanos , Procesamiento de Imagen Asistido por Computador , Imagenología Tridimensional , Modelos Estadísticos , Modelos Teóricos , Método de Montecarlo , Fotones , Dispersión de Radiación , Sensibilidad y Especificidad
15.
Phys Med Biol ; 51(3): 575-85, 2006 Feb 07.
Artículo en Inglés | MEDLINE | ID: mdl-16424582

RESUMEN

This study determined the relative accuracy of diagnosis of Parkinson's disease (PD) using SPECT imaging data, comparing a semi-quantitative region-of-interest (ROI) approach and human observers. A set of patients with PD and normal healthy control subjects were studied using the dopamine transporter tracer [(99m)Tc]TRODAT-1 and SPECT. The sample comprised 81 patients (mean age +/- SD, 63.4 +/- 10.4 years; age range, 39.0-84.2 years) and 94 healthy controls (mean age +/- SD, 61.8 +/- 11.0 years; age range, 40.9-83.3 years). A standardized template containing six ROIs was transposed onto subregions of the brain, and the ratio of striatal to background ROI values was used as a semi-quantitative outcome measure. All images were used in a human observer study, with four experienced investigators. The data from the observer and ROI studies were analysed using a receiver operating characteristic (ROC) analysis, where the area under the ROC curve (AUC) indicated the diagnostic accuracy. ROI analysis and human observers gave similar diagnostic performance (mean observer AUC = 0.89, best ROI AUC = 0.90). This suggested that the human observers are visually acquiring similar information from the images that are contained in the semi-quantitative striatal uptake.


Asunto(s)
Compuestos de Organotecnecio/farmacología , Enfermedad de Parkinson/diagnóstico por imagen , Enfermedad de Parkinson/diagnóstico , Radiofármacos/farmacología , Tecnecio/farmacología , Tomografía Computarizada de Emisión de Fotón Único/métodos , Tropanos/farmacología , Adulto , Anciano , Anciano de 80 o más Años , Área Bajo la Curva , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Grano Comestible/metabolismo , Humanos , Persona de Mediana Edad , Variaciones Dependientes del Observador , Curva ROC , Radiografía , Reproducibilidad de los Resultados
16.
J Nucl Med ; 46(5): 816-22, 2005 May.
Artículo en Inglés | MEDLINE | ID: mdl-15872356

RESUMEN

UNLABELLED: The evaluation of stem cell-mediated cardiomyoplasty by noninvasive in vivo imaging is critical for its clinical application. We hypothesized that dual-tracer small-animal SPECT would allow simultaneous imaging of (99m)Tc-sestamibi to assess myocardial perfusion and of (111)In-labeled stem cells to delineate stem cell engraftment. METHODS: Three to 4 million rat embryonic cardiomyoblasts (H9c2 cells) were labeled with 11.1-14.8 MBq (0.3-0.4 mCi) of (111)In-oxyquinoline and then injected into the border zones of infarcted myocardium of rats. (111)In images were acquired with a SPECT scanner 2, 24, 48, 72, and 96 h after the stem cells were injected into the infarcted myocardium. To visualize the perfusion deficit in the infarcted myocardium, we injected 74 MBq (2 mCi) of (99m)Tc-sestamibi (Cardiolite) intravenously 48 h after grafting. Dual-isotope pinhole SPECT was used to image (99m)Tc-sestamibi uptake simultaneously with (111)In to delineate retention of (111)In-labeled stem cells. The presence of labeled stem cells was confirmed by autoradiography and histology. RESULTS: SPECT of (99m)Tc-sestamibi was used to delineate perfusion deficits and infarcted myocardium. Bull's-eye plots indicated that the (111)In signal from the labeled stem cells overlapped the perfusion deficits identified from the (99m)Tc-sestamibi images. The (111)In signal associated with the radiolabeled stem cells could be detected with SPECT of the heart for 96 h after engraftment. CONCLUSION: This study demonstrated the feasibility of using dual-isotope pinhole SPECT for high-resolution detection of perfusion deficits with (99m)Tc-sestamibi and with (111)In-labeled stem cells grafted into the region of the infarct.


Asunto(s)
Radioisótopos de Indio , Infarto del Miocardio/diagnóstico por imagen , Infarto del Miocardio/cirugía , Trasplante de Células Madre/métodos , Células Madre/diagnóstico por imagen , Tecnecio Tc 99m Sestamibi , Tomografía Computarizada de Emisión de Fotón Único/métodos , Animales , Aumento de la Imagen/métodos , Masculino , Ratas , Ratas Sprague-Dawley , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
17.
Phys Med Biol ; 50(19): 4609-24, 2005 Oct 07.
Artículo en Inglés | MEDLINE | ID: mdl-16177493

RESUMEN

This study simulates a multi-pinhole single-photon emission computed tomography (SPECT) system using the Monte Carlo method, and investigates different multi-pinhole designs for quantitative mouse brain imaging. Prior approaches investigating multi-pinhole SPECT were not often optimal, as the number and geometrical arrangement of pinholes were usually chosen empirically. The present study seeks to optimize the number of pinholes for a given pinhole arrangement, and also for the specific application of quantitative neuroreceptor binding in the mouse brain. An analytical Monte Carlo simulation based method was used to generate the projection data for various count levels. A three-dimensional ordered-subsets expectation-maximization algorithm was developed and used to reconstruct the images, incorporating a realistic pinhole model for resolution recovery and noise reduction. Although artefacts arising from overlapping projections could be a major problem in multi-pinhole reconstruction, the cold-rod phantom study showed minimal loss of spatial resolution in multi-pinhole systems, compared to a single-pinhole system with the same pinhole diameter. A quantitative study of neuroreceptor binding sites using a mouse brain phantom and low activity (37 MBq) showed that the multi-pinhole system outperformed the single-pinhole system by maintaining the mean and lowering the variance in the measured uptake ratio. Multi-pinhole collimation can be used to reduce the injected dose and thereby reduce the radiation exposure to the animal. Results also suggest that the nine-pinhole configuration shown in this paper is a good choice for mouse brain imaging.


Asunto(s)
Algoritmos , Encéfalo/diagnóstico por imagen , Método de Montecarlo , Tomografía Computarizada de Emisión de Fotón Único , Animales , Ratones , Fantasmas de Imagen , Radiografía
18.
Acad Radiol ; 12(7): 798-805, 2005 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-16039533

RESUMEN

RATIONALE AND OBJECTIVES: Introduction of suicide genes, such as herpes simplex virus type1 thymidine kinase (HSV1-tk), in tumor cells has provided a useful method for tumor gene therapy. Several L-nucleosides, such as Lamivudine (3TC) and Clevudine (L-FMAU), have been successfully tested as high-potency antiviral agents. To investigate the potential differences between D- and L-isomers of nucleosides, [(125/123)I]-2'-fluoro-2'-deoxy-1beta-D/L-arabino-furanosy-5-iodo-uracil (D/L-FIAU) have been synthesized and evaluated as potential SPECT agents for imaging HSV1-tk gene expression. MATERIALS AND METHODS: [(125/123)I]D- and L-FIAU were prepared by iododestannylation of the respective tin precursors with (125/123)I-sodium iodide. In vitro cell uptake studies were performed by incubation of [(125)I]D- and L-FIAU in RG2 cells expressing HSV1-tk (RG2TK+). In vivo studies including biodistribution and SPECT were performed in RG2TK+ and RG2TK- tumor-bearing nude mice using [(123)I]D- and L-FIAU. RESULTS: Cell uptake and biodistribution studies indicated that [(125/123)I]L-FIAU did not show any high accumulation (sensitivity) or uptake ratios (selectivity) in HSV1-TK-positive (RG2TK+) tumors as compared to control tumors. In contrast, [(125/123)I]D-FIAU displayed both sensitivity and selectivity to RG2TK+ tumors. The selective in vivo accumulation of [(123)I]D-FIAU increased with time and the tumor uptake ratios (RG2TK+/RG2TK-) for 2, 4, and 24 hours averaged 6.2, 22.7, and 58.8, respectively. High-resolution SPECT of four nude tumor-bearing mice demonstrated a very high uptake of [(123)I]D-FIAU in the RG2TK+ tumor, while no significant tracer accumulation was observed in the RG2TK- tumor and other organs. CONCLUSION: The data suggest that only the D-isomer of [(123)I]FIAU is useful for imaging HSV1-tk gene expression in mice by high-resolution SPECT imaging.


Asunto(s)
Arabinofuranosil Uracilo/análogos & derivados , Glioma/diagnóstico por imagen , Nucleósidos , Simplexvirus/enzimología , Timidina Quinasa/genética , Tomografía Computarizada de Emisión de Fotón Único , Animales , Expresión Génica , Terapia Genética , Glioma/enzimología , Radioisótopos de Yodo , Masculino , Ratones , Ratones Desnudos , Radiofármacos , Ratas
19.
Biomed Res Int ; 2015: 716920, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26290874

RESUMEN

Clinical observations indicate that activation of the TNF-α system may contribute to the development of inflammation-associated depression. Here, we tested the hypothesis that systemic upregulation of TNF-α induces neuroinflammation and behavioral changes relevant to depression. We report that a single intraperitoneal injection of TNF-α in mice increased serum and brain levels of the proinflammatory mediators TNF-α, IL-6, and MCP-1, in a dose- and time-dependent manner, but not IL-1ß. Protein levels of the anti-inflammatory cytokine IL-10 increased in serum but not in the brain. The transient release of immune molecules was followed by glial cell activation as indicated by increased astrocyte activation in bioluminescent Gfap-luc mice and elevated immunoreactivity against the microglial marker Iba1 in the dentate gyrus of TNF-α-challenged mice. Additionally, TNF-α-injected mice were evaluated in a panel of behavioral tests commonly used to study sickness and depressive-like behavior in rodents. Our behavioral data imply that systemic administration of TNF-α induces a strong sickness response characterized by reduced locomotor activity, decreased fluid intake, and body weight loss. Depressive-like behavior could not be separated from sickness at any of the time points studied. Together, these results demonstrate that peripheral TNF-α affects the central nervous system at a neuroimmune and behavioral level.


Asunto(s)
Conducta Animal/efectos de los fármacos , Encéfalo/metabolismo , Encefalitis/metabolismo , Factor de Necrosis Tumoral alfa/efectos adversos , Animales , Biomarcadores/metabolismo , Encéfalo/patología , Proteínas de Unión al Calcio/metabolismo , Quimiocina CCL2/metabolismo , Depresión/metabolismo , Depresión/patología , Encefalitis/inducido químicamente , Encefalitis/patología , Inflamación/inducido químicamente , Inflamación/metabolismo , Inflamación/patología , Interleucina-10/metabolismo , Interleucina-1beta/metabolismo , Interleucina-6/metabolismo , Masculino , Ratones , Ratones Transgénicos , Proteínas de Microfilamentos/metabolismo , Factor de Necrosis Tumoral alfa/farmacología
20.
Hum Gene Ther ; 14(3): 255-61, 2003 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-12639305

RESUMEN

Systems aimed at detecting gene expression noninvasively in vivo are desirable for evaluating the outcome of gene transfer in clinical trials. Several approaches have been exploited using magnetic resonance imaging and spectroscopy ((31)P MRS), positron emission tomography (PET), single-photon emission tomography (SPECT), and detection of bioluminescent signals. An ideal system is based on transfer of a marker gene, the activity of which can be detected against a background from the target tissue without interfering with normal physiology or eliciting an immune response. The majority of approaches described to date use genes encoding a nonmammalian protein that can elicit immune responses or a transmembrane receptor as a marker gene whose ectopic expression may cause aberrant signaling in the target cell through binding to endogenous ligands. The dopamine transporter (DAT) is normally expressed at high levels, mainly in the dopaminergic neurons of the central nervous system. We previously synthesized a radioactive ligand, [(99m)Tc]TRODAT-1, that binds with high affinity to the dopamine transporter, allowing for SPECT imaging of the striatum in normal control subjects and individuals affected with Parkinson's disease. Here we describe a strategy to monitor gene transfer based on adeno-associated viral vector (AAV)-mediated transduction of DAT in murine muscle followed by [(99m)Tc]TRODAT-1 imaging by SPECT of cells expressing the transgene. We show that quantitative, noninvasive imaging of gene transfer is successfully achieved in vivo, using a single-photon computed tomography camera. This system employs a reporter gene encoding a mammalian protein that is absent in most tissues, has no enzymatic activity, and does not activate intracellular pathways. This should be useful to monitor gene transfer in the settings of gene therapy.


Asunto(s)
Técnicas de Transferencia de Gen , Glicoproteínas de Membrana , Proteínas del Tejido Nervioso , Tomografía Computarizada de Emisión de Fotón Único , Animales , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática , Femenino , Técnica del Anticuerpo Fluorescente , Proteínas de Transporte de Membrana/genética , Proteínas de Transporte de Membrana/metabolismo , Ratones , Músculos/metabolismo , Conejos
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