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1.
Neuroimage ; 188: 92-101, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30502443

RESUMO

A comprehensive understanding of how the brain responds to a changing environment requires techniques capable of recording functional outputs at the whole-brain level in response to external stimuli. Positron emission tomography (PET) is an exquisitely sensitive technique for imaging brain function but the need for anaesthesia to avoid motion artefacts precludes concurrent behavioural response studies. Here, we report a technique that combines motion-compensated PET with a robotically-controlled animal enclosure to enable simultaneous brain imaging and behavioural recordings in unrestrained small animals. The technique was used to measure in vivo displacement of [11C]raclopride from dopamine D2 receptors (D2R) concurrently with changes in the behaviour of awake, freely moving rats following administration of unlabelled raclopride or amphetamine. The timing and magnitude of [11C]raclopride displacement from D2R were reliably estimated and, in the case of amphetamine, these changes coincided with a marked increase in stereotyped behaviours and hyper-locomotion. The technique, therefore, allows simultaneous measurement of changes in brain function and behavioural responses to external stimuli in conscious unrestrained animals, giving rise to important applications in behavioural neuroscience.


Assuntos
Comportamento Animal/fisiologia , Encéfalo/fisiologia , Neuroimagem Funcional/métodos , Tomografia por Emissão de Pósitrons/métodos , Animais , Neuroimagem Funcional/instrumentação , Masculino , Tomografia por Emissão de Pósitrons/instrumentação , Ratos , Ratos Sprague-Dawley
2.
Diabetologia ; 59(9): 1977-84, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27193916

RESUMO

AIMS/HYPOTHESIS: Type 2 diabetes is characterised by decreased HDL levels, as well as the level of apolipoprotein A-I (apoA-I), the main apolipoprotein of HDLs. Pharmacological elevation of HDL and apoA-I levels is associated with improved glycaemic control in patients with type 2 diabetes. This is partly due to improved glucose uptake in skeletal muscle. METHODS: This study used kinetic modelling to investigate the impact of increasing plasma apoA-I levels on the metabolism of glucose in the db/db mouse model. RESULTS: Treatment of db/db mice with apoA-I for 2 h significantly improved both glucose tolerance (AUC 2574 ± 70 mmol/l × min vs 2927 ± 137 mmol/l × min, for apoA-I and PBS, respectively; p < 0.05) and insulin sensitivity (AUC 388.8 ± 23.8 mmol/l × min vs 194.1 ± 19.6 mmol/l × min, for apoA-I and PBS, respectively; p < 0.001). ApoA-I treatment also increased glucose uptake by skeletal muscle in both an insulin-dependent and insulin-independent manner as evidenced by increased uptake of fludeoxyglucose ([(18)F]FDG) from plasma into gastrocnemius muscle in apoA-I treated mice, both in the absence and presence of insulin. Kinetic modelling revealed an enhanced rate of insulin-mediated glucose phosphorylation (k 3) in apoA-I treated mice (3.5 ± 1.1 × 10(-2) min(-1) vs 2.3 ± 0.7 × 10(-2) min(-1), for apoA-I and PBS, respectively; p < 0.05) and an increased influx constant (3.7 ± 0.6 × 10(-3) ml min(-1) g(-1) vs 2.0 ± 0.3 × 10(-3) ml min(-1) g(-1), for apoA-I and PBS, respectively; p < 0.05). Treatment of L6 rat skeletal muscle cells with apoA-I for 2 h indicated that increased hexokinase activity mediated the increased rate of glucose phosphorylation. CONCLUSIONS/INTERPRETATION: These findings indicate that apoA-I improves glucose disposal in db/db mice by improving insulin sensitivity and enhancing glucose phosphorylation.


Assuntos
Apolipoproteína A-I/uso terapêutico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/metabolismo , Fluordesoxiglucose F18/análise , Glucose/metabolismo , Músculo Esquelético/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Animais , Glicemia/efeitos dos fármacos , Diabetes Mellitus Tipo 2/sangue , Modelos Animais de Doenças , Resistência à Insulina/fisiologia , Cinética , Masculino , Camundongos , Músculo Esquelético/efeitos dos fármacos , Fosforilação/efeitos dos fármacos
3.
IEEE Trans Med Imaging ; 38(6): 1371-1383, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30507497

RESUMO

Computational methods, such as the linear parametric neurotransmitter PET (lp-ntPET) method, have been developed to characterize the transient changes in radiotracer kinetics in the target tissue during endogenous neurotransmitter release. In this paper, we describe and evaluate a parametric reconstruction algorithm that uses an expectation maximization framework, along with the lp-ntPET model, to estimate the endogenous neurotransmitter response to stimuli directly from the measured PET data. Computer simulations showed that the proposed direct reconstruction method offers improved accuracy and precision for the estimated timing parameters of the neurotransmitter response at the voxel level ( td=1±2 min, for activation onset bias and standard deviation) compared with conventional post reconstruction modeling ( td=4±7 min). In addition, we applied the proposed direct parameter estimation methodology to a [11C]raclopride displacement study of an awake rat and generated parametric maps illustrating the magnitude of ligand displacement from striatum. Although the estimated parametric maps of activation magnitude obtained from both direct and post reconstruction methodologies suffered from false positive activations, the proposed direct reconstruction framework offered more reliable parametric maps when the activation onset parameter was constrained.


Assuntos
Encéfalo/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Neurotransmissores/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Algoritmos , Animais , Encéfalo/metabolismo , Encéfalo/fisiologia , Simulação por Computador , Masculino , Imagens de Fantasmas , Racloprida/farmacocinética , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Ratos Sprague-Dawley
4.
Atherosclerosis ; 284: 153-159, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30913515

RESUMO

BACKGROUND AND AIMS: Atherosclerosis is characterized by lipid deposition, monocyte infiltration and foam cell formation in the artery wall. Translocator protein (TSPO) is abundantly expressed in lipid rich tissues. Recently, TSPO has been identified as a potential diagnostic tool in cardiovascular disease. The purpose of this study was to determine if the TSPO ligand, 18F-PBR111, can identify early atherosclerotic lesions and if TSPO expression can be used to identify distinct macrophage populations during lesion progression. METHODS: ApoE-/- mice were maintained on a high-fat diet for 3 or 12 weeks. C57BL/6J mice maintained on chow diet served as controls. Mice were administered 18F-PBR111 intravenously and PET/CT imaged. After euthanasia, aortas were isolated, fixed and optically cleared. Cleared aortas were immunostained with DAPI, and fluorescently labelled with antibodies to TSPO, the tissue resident macrophage marker F4/80 and the monocyte-derived macrophage marker CD11b. TSPO expression and the macrophage markers were visualised in fatty streaks and established plaques by light sheet microscopy. RESULTS: While tissue resident F4/80 + macrophages were evident in the arteries of animals without atherosclerosis, no CD11b + macrophages were observed in these animals. In contrast, established plaques had high CD11b and low F4/80 expression. A ∼3-fold increase in the uptake of 18F-PBR111 was observed in the aortas of atherosclerotic mice relative to controls. CONCLUSIONS: Imaging of TSPO expression is a new approach for studying atherosclerotic lesion progression and inflammatory cell infiltration. The TSPO ligand, 18F-PBR111, is a potential clinical diagnostic tool for the detection and quantification of atherosclerotic lesion progression in humans.


Assuntos
Aterosclerose/sangue , Aterosclerose/diagnóstico , Antígeno CD11b/fisiologia , Macrófagos , Receptores de GABA/fisiologia , Animais , Antígeno CD11b/biossíntese , Progressão da Doença , Diagnóstico Precoce , Macrófagos/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Piridinas/administração & dosagem , Receptores de GABA/biossíntese
5.
J Vis Exp ; (123)2017 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-28518081

RESUMO

This paper describes the use of 18F-FDG and micro-PET/CT imaging to determine in vivo glucose metabolism kinetics in mice (and is transferable to rats). Impaired uptake and metabolism of glucose in multiple organ systems due to insulin resistance is a hallmark of type 2 diabetes. The ability of this technique to extract an image-derived input function from the vena cava using an iterative deconvolution method eliminates the requirement of the collection of arterial blood samples. Fitting of tissue and vena cava time activity curves to a two-tissue, three compartment model permits the estimation of kinetic micro-parameters related to the 18F-FDG uptake from the plasma to the intracellular space, the rate of transport from intracellular space to plasma and the rate of 18F-FDG phosphorylation. This methodology allows for multiple measures of glucose uptake and metabolism kinetics in the context of longitudinal studies and also provides insights into the efficacy of therapeutic interventions.


Assuntos
Fluordesoxiglucose F18/química , Glucose/análise , Compostos Radiofarmacêuticos/química , Animais , Glucose/farmacocinética , Processamento de Imagem Assistida por Computador , Resistência à Insulina , Cinética , Masculino , Camundongos , Camundongos Endogâmicos , Músculo Esquelético/metabolismo , Fosforilação , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Veias Cavas
6.
Diabetes ; 65(12): 3610-3620, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27702832

RESUMO

Elevated pancreatic ß-cell cholesterol levels impair insulin secretion and reduce plasma insulin levels. This study establishes that low plasma insulin levels have a detrimental effect on two major insulin target tissues: adipose tissue and skeletal muscle. Mice with increased ß-cell cholesterol levels were generated by conditional deletion of the ATP-binding cassette transporters, ABCA1 and ABCG1, in ß-cells (ß-DKO mice). Insulin secretion was impaired in these mice under basal and high-glucose conditions, and glucose disposal was shifted from skeletal muscle to adipose tissue. The ß-DKO mice also had increased body fat and adipose tissue macrophage content, elevated plasma interleukin-6 and MCP-1 levels, and decreased skeletal muscle mass. They were not, however, insulin resistant. The adipose tissue expansion and reduced skeletal muscle mass, but not the systemic inflammation or increased adipose tissue macrophage content, were reversed when plasma insulin levels were normalized by insulin supplementation. These studies identify a mechanism by which perturbation of ß-cell cholesterol homeostasis and impaired insulin secretion increase adiposity, reduce skeletal muscle mass, and cause systemic inflammation. They further identify ß-cell dysfunction as a potential therapeutic target in people at increased risk of developing type 2 diabetes.


Assuntos
Tecido Adiposo/metabolismo , Colesterol/metabolismo , Células Secretoras de Insulina/metabolismo , Músculo Esquelético/metabolismo , Transportador 1 de Cassete de Ligação de ATP/deficiência , Transportador 1 de Cassete de Ligação de ATP/metabolismo , Membro 1 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/deficiência , Membro 1 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/metabolismo , Animais , Western Blotting , Ácido Graxo Sintases , Glucose/metabolismo , Glicogênio/metabolismo , Homeostase/genética , Homeostase/fisiologia , Insulina/metabolismo , Ácido Láctico/sangue , Imageamento por Ressonância Magnética , Espectrometria de Massas , Camundongos , Camundongos Knockout , Reação em Cadeia da Polimerase
7.
Med Phys ; 41(9): 092502, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25186411

RESUMO

PURPOSE: Single photon emission computed tomography (SPECT) brain imaging of freely moving small animals would allow a wide range of important neurological processes and behaviors to be studied, which are normally inhibited by anesthetic drugs or precluded due to the animal being restrained. While rigid body motion of the head can be tracked and accounted for in the reconstruction, activity in the torso may confound brain measurements, especially since motion of the torso is more complex (i.e., nonrigid) and not well correlated with that of the head. The authors investigated the impact of mispositioned events and attenuation due to the torso on the accuracy of motion corrected brain images of freely moving mice. METHODS: Monte Carlo simulations of a realistic voxelized mouse phantom and a dual compartment phantom were performed. Each phantom comprised a target and an extraneous compartment which were able to move independently of each other. Motion correction was performed based on the known motion of the target compartment only. Two SPECT camera geometries were investigated: a rotating single head detector and a stationary full ring detector. The effects of motion, detector geometry, and energy of the emitted photons (hence, attenuation) on bias and noise in reconstructed brain regions were evaluated. RESULTS: The authors observed two main sources of bias: (a) motion-related inconsistencies in the projection data and (b) the mismatch between attenuation and emission. Both effects are caused by the assumption that the orientation of the torso is difficult to track and model, and therefore cannot be conveniently corrected for. The motion induced bias in some regions was up to 12% when no attenuation effects were considered, while it reached 40% when also combined with attenuation related inconsistencies. The detector geometry (i.e., rotating vs full ring) has a big impact on the accuracy of the reconstructed images, with the full ring detector being more advantageous. CONCLUSIONS: Motion-induced inconsistencies in the projection data and attenuation/emission mismatch are the two main causes of bias in reconstructed brain images when there is complex motion. It appears that these two factors have a synergistic effect on the qualitative and quantitative accuracy of the reconstructed images.


Assuntos
Encéfalo/diagnóstico por imagem , Movimento (Física) , Movimento , Tomografia Computadorizada de Emissão de Fóton Único/métodos , Animais , Artefatos , Simulação por Computador , Camundongos , Modelos Biológicos , Método de Monte Carlo , Imagens de Fantasmas , Fótons , Processamento de Sinais Assistido por Computador , Tomografia Computadorizada de Emissão de Fóton Único/instrumentação , Tronco
9.
J Nucl Med ; 52(3): 453-60, 2011 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21321271

RESUMO

UNLABELLED: Accurate and reproducible SPECT quantification of myocardial molecular processes remains a challenge because of the complication of heterogeneous background and extracardiac activity adjacent to the heart, which causes errors in the estimation of myocardial focal tracer uptake. Our aim in this study was to introduce a heuristic method for the correction of extracardiac activity into SPECT quantification and validate the modified quantification method for accuracy and reproducibility using a canine model. METHODS: Dual-isotope-targeted (99m)Tc and (201)Tl perfusion SPECT images were acquired using a hybrid SPECT/CT camera in 6 dogs at 2 wk after myocardial infarction. Images were reconstructed with and without CT-based attenuation correction, and the reconstructed SPECT images were filtered and quantified simultaneously with incorporation of extracardiac radioactivity correction, gaussian fitting, and total-count sampling. Absolute myocardial focal tracer uptake was quantified from SPECT images using 3 different normal limits (maximum entropy [ME], mean-squared-error minimization [MSEM], and global minimum [GM]). SPECT-quantified percentage injected dose (%ID) was calculated and compared with the well-counted radioactivity measured from the postmortem myocardial tissue. SPECT quantitative processing was performed by 2 different individuals with extensive experience in cardiac image processing, to assess reproducibility of the quantitative analysis. RESULTS: Correlations between SPECT-quantified and well-counted %IDs using 3 different normal limits were excellent (ME: r = 0.82, y = 0.932 x - 0.0102; MSEM: r = 0.73, y = 1.1413 x - 0.0052; and GM: r = 0.7, y = 1.2147 x - 0.0002). SPECT quantification using ME normal limits resulted in an underestimation of %ID, as compared with well-counted %ID. Myocardial focal tracer uptake quantified from SPECT images without CT-based attenuation correction was significantly lower than that with the attenuation correction. The %IDs quantified from attenuation-corrected SPECT images using MSEM and GM normal limits were not significantly different from well-counted %IDs. Reproducibility of the SPECT quantitative analysis was excellent (ME: r = 0.98, y = 0.9221 x + 0.0001; MSEM: r = 0.97, y = 0.9357 x + 0.0004; and GM: r = 0.96, y = 0.9026 x + 0.001). CONCLUSION: Our SPECT/CT quantification algorithm for the assessment of regional radioactivity may allow for accurate and reproducible serial noninvasive evaluation of molecularly targeted tracers in the myocardium.


Assuntos
Imagem Molecular/métodos , Imagem de Perfusão do Miocárdio/métodos , Miocárdio/metabolismo , Compostos Radiofarmacêuticos/farmacocinética , Técnica de Subtração , Tomografia Computadorizada de Emissão de Fóton Único/métodos , Tomografia Computadorizada por Raios X/métodos , Animais , Cães , Feminino , Coração/diagnóstico por imagem , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Taxa de Depuração Metabólica , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Distribuição Tecidual
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