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1.
Alzheimers Dement ; 2024 Jun 26.
Artículo en Inglés | MEDLINE | ID: mdl-38923164

RESUMEN

INTRODUCTION: Inpp5d is genetically associated with Alzheimer's disease risk. Loss of Inpp5d alters amyloid pathology in models of amyloidosis. Inpp5d is expressed predominantly in microglia but its function in brain is poorly understood. METHODS: We performed single-cell RNA sequencing to study the effect of Inpp5d loss on wild-type mouse brain transcriptomes. RESULTS: Loss of Inpp5d has sex-specific effects on the brain transcriptome. Affected genes are enriched for multiple neurodegeneration terms. Network analyses reveal a gene co-expression module centered around Inpp5d in female mice. Inpp5d loss alters Pleotrophin (PTN), Prosaposin (PSAP), and Vascular Endothelial Growth Factor A (VEGFA) signaling probability between cell types. DISCUSSION: Our data suggest that the normal function of Inpp5d is entangled with mechanisms involved in neurodegeneration. We report the effect of Inpp5d loss without pathology and show that this has dramatic effects on gene expression. Our study provides a critical reference for researchers of neurodegeneration, allowing separation of disease-specific changes mediated by Inpp5d in disease from baseline effects of Inpp5d loss. HIGHLIGHTS: Loss of Inpp5d has different effects in male and female mice. Genes dysregulated by Inpp5d loss relate to neurodegeneration. Total loss of Inpp5d in female mice collapses a conserved gene co-expression module. Loss of microglial Inpp5d affects the transcriptome of other cell types.

2.
Alzheimers Dement ; 19(12): 5690-5699, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37409680

RESUMEN

BACKGROUND: Identifying genetic patterns that contribute to Alzheimer's disease (AD) is important not only for pre-symptomatic risk assessment but also for building personalized therapeutic strategies. METHODS: We implemented a novel simulative deep learning model to chromosome 19 genetic data from the Alzheimer's Disease Neuroimaging Initiative and the Imaging and Genetic Biomarkers of Alzheimer's Disease datasets. The model quantified the contribution of each single nucleotide polymorphism (SNP) and their epistatic impact on the likelihood of AD using the occlusion method. The top 35 AD-risk SNPs in chromosome 19 were identified, and their ability to predict the rate of AD progression was analyzed. RESULTS: Rs561311966 (APOC1) and rs2229918 (ERCC1/CD3EAP) were recognized as the most powerful factors influencing AD risk. The top 35 chromosome 19 AD-risk SNPs were significant predictors of AD progression. DISCUSSION: The model successfully estimated the contribution of AD-risk SNPs that account for AD progression at the individual level. This can help in building preventive precision medicine.


Asunto(s)
Enfermedad de Alzheimer , Aprendizaje Profundo , Humanos , Enfermedad de Alzheimer/genética , Polimorfismo de Nucleótido Simple/genética , Cromosomas Humanos Par 19 , Neuroimagen/métodos , Progresión de la Enfermedad , Imagen por Resonancia Magnética/métodos
3.
Arterioscler Thromb Vasc Biol ; 41(2): e82-e96, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33356389

RESUMEN

OBJECTIVE: Atherosclerotic lesions are often characterized by accumulation of OxLDL (oxidized low-density lipoprotein), which is associated with vascular inflammation and lesion vulnerability to rupture. Extracellular AIBP (apolipoprotein A-I binding protein; encoded by APOA1BP gene), when secreted, promotes cholesterol efflux and regulates lipid rafts dynamics, but its role as an intracellular protein in mammalian cells remains unknown. The aim of this work was to determine the function of intracellular AIBP in macrophages exposed to OxLDL and in atherosclerotic lesions. Approach and Results: Using a novel monoclonal antibody against human and mouse AIBP, which are highly homologous, we demonstrated robust AIBP expression in human and mouse atherosclerotic lesions. We observed significantly reduced autophagy in bone marrow-derived macrophages, isolated from Apoa1bp-/- compared with wild-type mice, which were exposed to OxLDL. In atherosclerotic lesions from Apoa1bp-/- mice subjected to Ldlr knockdown and fed a Western diet, autophagy was reduced, whereas apoptosis was increased, when compared with that in wild-type mice. AIBP expression was necessary for efficient control of reactive oxygen species and cell death and for mitochondria quality control in macrophages exposed to OxLDL. Mitochondria-localized AIBP, via its N-terminal domain, associated with E3 ubiquitin-protein ligase PARK2 (Parkin), MFN (mitofusin)1, and MFN2, but not BNIP3 (Bcl2/adenovirus E1B 19-kDa-interacting protein-3), and regulated ubiquitination of MFN1 and MFN2, key components of mitophagy. CONCLUSIONS: These data suggest that intracellular AIBP is a new regulator of autophagy in macrophages. Mitochondria-localized AIBP augments mitophagy and participates in mitochondria quality control, protecting macrophages against cell death in the context of atherosclerosis.


Asunto(s)
Enfermedades de la Aorta/metabolismo , Aterosclerosis/metabolismo , Lipoproteínas LDL/toxicidad , Macrófagos/efectos de los fármacos , Mitocondrias/efectos de los fármacos , Mitofagia/efectos de los fármacos , Fosfoproteínas/metabolismo , Racemasas y Epimerasas/metabolismo , Animales , Enfermedades de la Aorta/genética , Enfermedades de la Aorta/patología , Apoptosis/efectos de los fármacos , Aterosclerosis/genética , Aterosclerosis/patología , Autofagosomas/efectos de los fármacos , Autofagosomas/metabolismo , Autofagosomas/patología , Proteínas Relacionadas con la Autofagia/genética , Proteínas Relacionadas con la Autofagia/metabolismo , Enfermedades de las Arterias Carótidas/metabolismo , Enfermedades de las Arterias Carótidas/patología , Modelos Animales de Enfermedad , Células HEK293 , Células Hep G2 , Humanos , Macrófagos/metabolismo , Macrófagos/patología , Masculino , Ratones Endogámicos C57BL , Ratones Noqueados , Mitocondrias/metabolismo , Mitocondrias/patología , Proteínas Mitocondriales/genética , Proteínas Mitocondriales/metabolismo , Fosfoproteínas/genética , Racemasas y Epimerasas/genética , Especies Reactivas de Oxígeno/metabolismo , Transducción de Señal
4.
Sensors (Basel) ; 22(19)2022 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-36236366

RESUMEN

Reinforcement learning (RL) trains an agent by maximizing the sum of a discounted reward. Since the discount factor has a critical effect on the learning performance of the RL agent, it is important to choose the discount factor properly. When uncertainties are involved in the training, the learning performance with a constant discount factor can be limited. For the purpose of obtaining acceptable learning performance consistently, this paper proposes an adaptive rule for the discount factor based on the advantage function. Additionally, how to use the advantage function in both on-policy and off-policy algorithms is presented. To demonstrate the performance of the proposed adaptive rule, it is applied to PPO (Proximal Policy Optimization) for Tetris in order to validate the on-policy case, and to SAC (Soft Actor-Critic) for the motion planning of a robot manipulator to validate the off-policy case. In both cases, the proposed method results in a better or similar performance compared with cases using the best constant discount factors found by exhaustive search. Hence, the proposed adaptive discount factor automatically finds a discount factor that leads to comparable training performance, and that can be applied to representative deep reinforcement learning problems.


Asunto(s)
Algoritmos , Refuerzo en Psicología , Aprendizaje , Recompensa , Incertidumbre
5.
J Xray Sci Technol ; 30(3): 419-432, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35124635

RESUMEN

BACKGROUND: The International Electrotechnical Commission established the concept of the exposure index (EI), target exposure index (EIT) and deviation index (DI). Some studies have conducted to utilize the EI as a patient dose monitoring tool in the digital radiography (DR) system. OBJECTIVE: To establish the appropriate clinical EIT, this study aims to introduce the diagnostic reference level (DRL) for general radiography and confirm the usefulness of clinical EI and DI. METHODS: The relationship between entrance surface dose (ESD) and clinical EI is obtained by exposure under the national radiography conditions of Korea for 7 extremity examinations. The EI value when the ESD is the DRL is set as the clinical EIT, and the change of DI is then checked. RESULTS: The clinical EI has proportional relationship with ESD and is affected by the beam quality. When the clinical EIT is not adjusted according to the revision of DRLs, there is a difference of up to 2.03 in the DI value and may cause an evaluation error of up to 1.6 times for patient dose. CONCLUSIONS: If the clinical EIT is periodically managed according to the environment of medical institution, the appropriate patient dose and image exposure can be managed based on the clinical EI, EIT, and DI.


Asunto(s)
Niveles de Referencia para Diagnóstico , Intensificación de Imagen Radiográfica , Extremidades/diagnóstico por imagen , Humanos , Dosis de Radiación , Intensificación de Imagen Radiográfica/métodos , Radiografía
6.
Analyst ; 145(19): 6243-6253, 2020 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-32840509

RESUMEN

Neuroinflammation plays a central role in the progression of many neurodegenerative diseases such as Alzheimer's disease, and challenges remain in modeling the complex pathological or physiological processes. Here, we report an acoustofluidic method that can rapidly construct 3D neurospheroids and inflammatory microenvironments for modeling microglia-mediated neuroinflammation in Alzheimer's disease. By incorporating a unique contactless and label-free acoustic assembly, this cell culture platform can assemble dissociated embryonic mouse brain cells into hundreds of uniform 3D neurospheroids with controlled cell numbers, composition (e.g. neurons, astrocytes, and microglia), and environmental components (e.g. amyloid-ß aggregates) in hydrogel within minutes. Moreover, this platform can maintain and monitor the interaction among neurons, astrocytes, microglia, and amyloid-ß aggregates in real-time for several days to weeks, after the integration of a high-throughput, time-lapse cell imaging approach. We demonstrated that our engineered 3D neurospheroids can represent the amyloid-ß neurotoxicity, which is one of the main pathological features of Alzheimer's disease. Using this method, we also investigated the microglia migratory behaviors and activation in the engineered 3D inflammatory microenvironment at a high throughput manner, which is not easy to achieve in 2D neuronal cultures or animal models. Along with the simple fabrication and setup, the acoustofluidic technology is compatible with conventional Petri dishes and well-plates, supports the fine-tuning of the cellular and environmental components of 3D neurospheroids, and enables the high-throughput cellular interaction investigation. We believe our technology may be widely used to facilitate 3D in vitro brain models for modeling neurodegenerative diseases, discovering new drugs, and testing neurotoxicity.


Asunto(s)
Enfermedad de Alzheimer , Enfermedad de Alzheimer/tratamiento farmacológico , Péptidos beta-Amiloides/toxicidad , Animales , Astrocitos , Modelos Animales de Enfermedad , Ratones , Microglía , Neuronas
7.
Sensors (Basel) ; 20(20)2020 Oct 19.
Artículo en Inglés | MEDLINE | ID: mdl-33086774

RESUMEN

Since path planning for multi-arm manipulators is a complicated high-dimensional problem, effective and fast path generation is not easy for the arbitrarily given start and goal locations of the end effector. Especially, when it comes to deep reinforcement learning-based path planning, high-dimensionality makes it difficult for existing reinforcement learning-based methods to have efficient exploration which is crucial for successful training. The recently proposed soft actor-critic (SAC) is well known to have good exploration ability due to the use of the entropy term in the objective function. Motivated by this, in this paper, a SAC-based path planning algorithm is proposed. The hindsight experience replay (HER) is also employed for sample efficiency and configuration space augmentation is used in order to deal with complicated configuration space of the multi-arms. To show the effectiveness of the proposed algorithm, both simulation and experiment results are given. By comparing with existing results, it is demonstrated that the proposed method outperforms the existing results.

8.
J Lipid Res ; 59(2): 391-399, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29187523

RESUMEN

Elevated plasma LDL cholesterol is the dominant risk factor for the development of atherosclerosis and cardiovascular disease. Deficiency in the LDL receptor (LDLR) is a major cause of familial hypercholesterolemia in humans, and the LDLR knockout mouse is a major animal model of atherosclerosis. Here we report the generation and characterization of an ldlr mutant zebrafish as a new animal model to study hypercholesterolemia and vascular lipid accumulation, an early event in the development of human atherosclerosis. The ldlr mutant zebrafish were characterized by activated SREBP-2 pathway and developed moderate hypercholesterolemia when fed a normal diet. However, a short-term, 5-day feeding of ldlr mutant larvae with a high-cholesterol diet (HCD) resulted in exacerbated hypercholesterolemia and accumulation of vascular lipid deposits. Lomitapide, an inhibitor of apoB lipoprotein secretion, but not the antioxidant probucol, significantly reduced accumulation of vascular lipid deposits in HCD-fed ldlr mutant larvae. Furthermore, ldlr mutants were defective in hepatic clearance of lipopolysaccharides, resulting in reduced survival. Taken together, our data suggest that the ldlr knockout zebra-fish is a versatile model for studying the function of the LDL receptor, hypercholesterolemia, and related vascular pathology in the context of early atherosclerosis.


Asunto(s)
Modelos Animales de Enfermedad , Hipercolesterolemia/metabolismo , Metabolismo de los Lípidos , Lípidos , Mutación , Receptores de LDL/genética , Pez Cebra/genética , Pez Cebra/metabolismo , Animales , Aterosclerosis/genética , Aterosclerosis/metabolismo , Receptores de LDL/deficiencia , Receptores de LDL/metabolismo
9.
J Lipid Res ; 59(5): 854-863, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29559522

RESUMEN

Apolipoprotein A-I binding protein (AIBP) has been shown to augment cholesterol efflux from endothelial cells and macrophages. In zebrafish and mice, AIBP-mediated regulation of cholesterol levels in the plasma membrane of endothelial cells controls angiogenesis. The goal of this work was to evaluate metabolic changes and atherosclerosis in AIBP loss-of-function and gain-of-function animal studies. Here, we show that Apoa1bp-/-Ldlr-/- mice fed a high-cholesterol, high-fat diet had exacerbated weight gain, liver steatosis, glucose intolerance, hypercholesterolemia, hypertriglyceridemia, and larger atherosclerotic lesions compared with Ldlr-/- mice. Feeding Apoa1bp-/-Ldlr-/- mice a high-cholesterol, normal-fat diet did not result in significant differences in lipid levels or size of atherosclerotic lesions from Ldlr-/- mice. Conversely, adeno-associated virus-mediated overexpression of AIBP reduced hyperlipidemia and atherosclerosis in high-cholesterol, high-fat diet-fed Ldlr-/- mice. Injections of recombinant AIBP reduced aortic inflammation in Ldlr-/- mice fed a short high-cholesterol, high-fat diet. Conditional overexpression of AIBP in zebrafish also reduced diet-induced vascular lipid accumulation. In experiments with isolated macrophages, AIBP facilitated cholesterol efflux to HDL, reduced lipid rafts content, and inhibited inflammatory responses to lipopolysaccharide.jlr Our data demonstrate that AIBP confers protection against diet-induced metabolic abnormalities and atherosclerosis.


Asunto(s)
Aterosclerosis/metabolismo , Proteínas Portadoras/metabolismo , Síndrome Metabólico/metabolismo , Fosfoproteínas/metabolismo , Animales , Inflamación/tratamiento farmacológico , Inflamación/metabolismo , Lipopolisacáridos/antagonistas & inhibidores , Lipopolisacáridos/farmacología , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Fosfoproteínas/deficiencia , Racemasas y Epimerasas , Receptores de LDL/deficiencia , Receptores de LDL/metabolismo
10.
Curr Opin Lipidol ; 28(1): 60-67, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-27922847

RESUMEN

PURPOSE OF REVIEW: APOE4 genotype is the strongest genetic risk factor for Alzheimer's disease. Prevailing evidence suggests that amyloid ß plays a critical role in Alzheimer's disease. The objective of this article is to review the recent findings about the metabolism of apolipoprotein E (ApoE) and amyloid ß and other possible mechanisms by which ApoE contributes to the pathogenesis of Alzheimer's disease. RECENT FINDINGS: ApoE isoforms have differential effects on amyloid ß metabolism. Recent studies demonstrated that ApoE-interacting proteins, such as ATP-binding cassette A1 (ABCA1) and LDL receptor, may be promising therapeutic targets for Alzheimer's disease treatment. Activation of liver X receptor and retinoid X receptor pathway induces ABCA1 and other genes, leading to amyloid ß clearance. Inhibition of the negative regulators of ABCA1, such as microRNA-33, also induces ABCA1 and decreases the levels of ApoE and amyloid ß. In addition, genetic inactivation of an E3 ubiquitin ligase, myosin regulatory light chain interacting protein, increases LDL receptor levels and inhibits amyloid accumulation. Although amyloid ß-dependent pathways have been extensively investigated, there have been several recent studies linking ApoE with vascular function, neuroinflammation, metabolism, synaptic plasticity, and transcriptional regulation. For example, ApoE was identified as a ligand for a microglial receptor, TREM2, and studies suggested that ApoE may affect the TREM2-mediated microglial phagocytosis. SUMMARY: Emerging data suggest that ApoE affects several amyloid ß-independent pathways. These underexplored pathways may provide new insights into Alzheimer's disease pathogenesis. However, it will be important to determine to what extent each mechanism contributes to the pathogenesis of Alzheimer's disease.


Asunto(s)
Enfermedad de Alzheimer/metabolismo , Apolipoproteínas E/metabolismo , Encéfalo/metabolismo , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/fisiopatología , Animales , Encéfalo/fisiopatología , Regulación de la Expresión Génica , Humanos , Plasticidad Neuronal , Transcripción Genética
11.
Biochim Biophys Acta ; 1861(12 Pt B): 2139-2147, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-27155217

RESUMEN

Cholesterol is important for various neuronal functions in the brain. Brain has elaborate regulatory mechanisms to control cholesterol metabolism that are distinct from the mechanisms in periphery. Interestingly, dysregulation of the cholesterol metabolism is strongly associated with a number of neurodegenerative diseases. MicroRNAs are short non-coding RNAs acting as post-transcriptional gene regulators. Recently, several microRNAs are demonstrated to be involved in regulating cholesterol metabolism in the brain. This article reviews the regulatory mechanisms of cellular cholesterol homeostasis in the brain. In addition, we discuss the role of microRNAs in brain cholesterol metabolism and their potential implications for the treatment of Alzheimer's disease. This article is part of a special issue entitled: MicroRNAs and lipid/energy metabolism and related diseases edited by Carlos Fernández-Hernando and Yajaira Suárez.


Asunto(s)
Enfermedad de Alzheimer/metabolismo , Encéfalo/metabolismo , Encéfalo/patología , Colesterol/metabolismo , MicroARNs/metabolismo , Enfermedad de Alzheimer/patología , Animales , Humanos , Metabolismo de los Lípidos/fisiología
12.
Hum Mol Genet ; 24(22): 6492-504, 2015 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-26358770

RESUMEN

Glycosylation with O-linked ß-N-acetylglucosamine (O-GlcNAc) is one of the protein glycosylations affecting various intracellular events. However, the role of O-GlcNAcylation in neurodegenerative diseases such as Alzheimer's disease (AD) is poorly understood. Mitochondrial adenosine 5'-triphosphate (ATP) synthase is a multiprotein complex that synthesizes ATP from ADP and Pi. Here, we found that ATP synthase subunit α (ATP5A) was O-GlcNAcylated at Thr432 and ATP5A O-GlcNAcylation was decreased in the brains of AD patients and transgenic mouse model, as well as Aß-treated cells. Indeed, Aß bound to ATP synthase directly and reduced the O-GlcNAcylation of ATP5A by inhibition of direct interaction between ATP5A and mitochondrial O-GlcNAc transferase, resulting in decreased ATP production and ATPase activity. Furthermore, treatment of O-GlcNAcase inhibitor rescued the Aß-induced impairment in ATP production and ATPase activity. These results indicate that Aß-mediated reduction of ATP synthase activity in AD pathology results from direct binding between Aß and ATP synthase and inhibition of O-GlcNAcylation of Thr432 residue on ATP5A.


Asunto(s)
Enfermedad de Alzheimer/metabolismo , ATPasas de Translocación de Protón Mitocondriales/metabolismo , N-Acetilglucosaminiltransferasas/metabolismo , Factores de Acoplamiento de la Fosforilación Oxidativa/metabolismo , Acetilglucosamina/metabolismo , Adenosina Trifosfato/metabolismo , Enfermedad de Alzheimer/enzimología , Enfermedad de Alzheimer/genética , Animales , Células CHO , Cricetulus , Modelos Animales de Enfermedad , Glicosilación , Células HeLa , Humanos , Ratones , Ratones Transgénicos , Mitocondrias/enzimología , Mitocondrias/metabolismo , ATPasas de Translocación de Protón Mitocondriales/genética , Factores de Acoplamiento de la Fosforilación Oxidativa/genética , Procesamiento Proteico-Postraduccional , beta-N-Acetilhexosaminidasas/metabolismo
13.
Acta Neuropathol ; 133(5): 825-837, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28271184

RESUMEN

Corticobasal degeneration (CBD), progressive supranuclear palsy (PSP) and a subset of frontotemporal dementia (FTD) are neurodegenerative disorders characterized by tau inclusions in neurons and glia (tauopathies). Although clinical, pathological and genetic evidence suggests overlapping pathobiology between CBD, PSP, and FTD, the relationship between these disorders is still not well understood. Using summary statistics (odds ratios and p values) from large genome-wide association studies (total n = 14,286 cases and controls) and recently established genetic methods, we investigated the genetic overlap between CBD and PSP and CBD and FTD. We found up to 800-fold enrichment of genetic risk in CBD across different levels of significance for PSP or FTD. In addition to NSF (tagging the MAPT H1 haplotype), we observed that SNPs in or near MOBP, CXCR4, EGFR, and GLDC showed significant genetic overlap between CBD and PSP, whereas only SNPs tagging the MAPT haplotype overlapped between CBD and FTD. The risk alleles of the shared SNPs were associated with expression changes in cis-genes. Evaluating transcriptome levels across adult human brains, we found a unique neuroanatomic gene expression signature for each of the five overlapping gene loci (omnibus ANOVA p < 2.0 × 10-16). Functionally, we found that these shared risk genes were associated with protein interaction and gene co-expression networks and showed enrichment for several neurodevelopmental pathways. Our findings suggest: (1) novel genetic overlap between CBD and PSP beyond the MAPT locus; (2) strong ties between CBD and FTD through the MAPT clade, and (3) unique combinations of overlapping genes that may, in part, influence selective regional or neuronal vulnerability observed in specific tauopathies.


Asunto(s)
Demencia Frontotemporal/patología , Neuronas/patología , Parálisis Supranuclear Progresiva/patología , Enfermedades de los Ganglios Basales/genética , Enfermedades de los Ganglios Basales/patología , Demencia Frontotemporal/diagnóstico , Demencia Frontotemporal/genética , Humanos , Cuerpos de Inclusión/patología , Factores de Riesgo , Parálisis Supranuclear Progresiva/diagnóstico , Parálisis Supranuclear Progresiva/genética , Tauopatías/patología , Proteínas tau/metabolismo
14.
Radiol Med ; 122(8): 601-608, 2017 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-28341967

RESUMEN

A new organ-based tube current modulation (NOB-TCM) method was designed with the intent to decrease tube current by 30% over a prescribed 90° radial arc across the anterior aspect of the radiosensitive organ, without increasing tube current in the remaining radial arc. We compared a reference scan and five other dose-reducing methods with regard to effects on dose, practicality, and image quality to determine the most effective method for the reduction of the radiation dose to the eyes during CT examinations of the head. We compared the radiation doses to the eyes and physical image quality in different regions of interest for TCM and shielding scans. Three types of TCM scans were performed: longitudinal TCM, angular TCM, and NOB-TCM. A bismuth sheet and lead goggles were each applied for the shielding scan. Relative to the reference scan, the dose to the eye was reduced to 25.88% with NOB-TCM, 44.53% with lead goggles, and 36.91% with a bismuth shield. Relative to the reference scan, the mean signal-to-noise ratio (SNR) was decreased to 8.02% with NOB-TCM, 28.36% with lead goggles, and 32.95% with the bismuth shield. The SNR of the anterior region of interest was decreased to 11.89% with NOB-TCM and 87.89% with the bismuth shield. The average figure of merit was increased by 11.7% with longitudinal TCM and 13.39% with NOB-TCM, compared with the reference scan. NOB-TCM is a superior solution for head CT, including the orbital area, due to the reduction in radiation exposure without significant loss in image quality.


Asunto(s)
Ojo/efectos de la radiación , Dosis de Radiación , Protección Radiológica/métodos , Tomografía Computarizada por Rayos X , Dispositivos de Protección de los Ojos/estadística & datos numéricos , Humanos , Fantasmas de Imagen
15.
J Neurosci ; 35(44): 14717-26, 2015 Nov 04.
Artículo en Inglés | MEDLINE | ID: mdl-26538644

RESUMEN

Dysregulation of amyloid-ß (Aß) metabolism is critical for Alzheimer's disease (AD) pathogenesis. Mounting evidence suggests that apolipoprotein E (ApoE) is involved in Aß metabolism. ATP-binding cassette transporter A1 (ABCA1) is a key regulator of ApoE lipidation, which affects Aß levels. Therefore, identifying regulatory mechanisms of ABCA1 expression in the brain may provide new therapeutic targets for AD. Here, we demonstrate that microRNA-33 (miR-33) regulates ABCA1 and Aß levels in the brain. Overexpression of miR-33 impaired cellular cholesterol efflux and dramatically increased extracellular Aß levels by promoting Aß secretion and impairing Aß clearance in neural cells. In contrast, genetic deletion of mir-33 in mice dramatically increased ABCA1 levels and ApoE lipidation, but it decreased endogenous Aß levels in cortex. Most importantly, pharmacological inhibition of miR-33 via antisense oligonucleotide specifically in the brain markedly decreased Aß levels in cortex of APP/PS1 mice, representing a potential therapeutic strategy for AD. SIGNIFICANCE STATEMENT: Brain lipid metabolism, in particular Apolipoprotein E (ApoE) lipidation, is critical to Aß metabolism and Alzheimer's disease (AD). Brain lipid metabolism is largely separated from the periphery due to blood-brain barrier and different repertoire of lipoproteins. Therefore, identifying the novel regulatory mechanism of brain lipid metabolism may provide a new therapeutic strategy for AD. Although there have been studies on brain lipid metabolism, its regulation, in particular by microRNAs, is relatively unknown. Here, we demonstrate that inhibition of microRNA-33 increases lipidation of brain ApoE and reduces Aß levels by inducing ABCA1. We provide a unique approach for AD therapeutics to increase ApoE lipidation and reduce Aß levels via pharmacological inhibition of microRNA in vivo.


Asunto(s)
Péptidos beta-Amiloides/metabolismo , Apolipoproteínas E/metabolismo , Encéfalo/metabolismo , Metabolismo de los Lípidos/fisiología , MicroARNs/fisiología , Péptidos beta-Amiloides/genética , Animales , Secuencia de Bases , Humanos , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Ratones Transgénicos , Datos de Secuencia Molecular
16.
J Neurochem ; 137(3): 436-45, 2016 May.
Artículo en Inglés | MEDLINE | ID: mdl-26710318

RESUMEN

Accumulation of amyloid ß (Aß) in the brain is a key pathological hallmark of Alzheimer's disease (AD). Because aging is the most prominent risk factor for AD, understanding the molecular changes during aging is likely to provide critical insights into AD pathogenesis. However, studies on the role of miRNAs in aging and AD pathogenesis have only recently been initiated. Identifying miRNAs dysregulated by the aging process in the brain may lead to novel understanding of molecular mechanisms of AD pathogenesis. Here, we identified that miR-186 levels are gradually decreased in cortices of mouse brains during aging. In addition, we demonstrated that miR-186 suppresses ß-site amyloid precursor protein-cleaving enzyme 1 (BACE1) expression by directly targeting the 3'UTR of Bace1 mRNA in neuronal cells. In contrast, inhibition of endogenous miR-186 significantly increased BACE1 levels in neuronal cells. Importantly, miR-186 over-expression significantly decreased Aß level by suppressing BACE1 expression in cells expressing human pathogenic mutant amyloid precursor protein. Taken together, our data demonstrate that miR-186 is a potent negative regulator of BACE1 in neuronal cells and it may be one of the molecular links between brain aging and the increased risk for AD during aging. We identified that miR-186 levels are gradually decreased in mouse cortices during aging. Furthermore, we demonstrated that miR-186 is a novel negative regulator of beta-site amyloid precursor protein-cleaving enzyme 1 (BACE1) expression in neuronal cells. Therefore, we proposed that reduction in miR-186 levels during aging may lead to the up-regulation of BACE1 in the brain, thereby increasing a risk for Alzheimer's disease in aged individuals. Read the Editorial Highlight for this article on page 308.


Asunto(s)
Envejecimiento/metabolismo , Secretasas de la Proteína Precursora del Amiloide/biosíntesis , Secretasas de la Proteína Precursora del Amiloide/genética , Ácido Aspártico Endopeptidasas/biosíntesis , Ácido Aspártico Endopeptidasas/genética , Química Encefálica/genética , MicroARNs/genética , MicroARNs/metabolismo , Regiones no Traducidas 3' , Enfermedad de Alzheimer/metabolismo , Precursor de Proteína beta-Amiloide/biosíntesis , Precursor de Proteína beta-Amiloide/genética , Animales , Secuencia de Bases , Corteza Cerebral/metabolismo , Regulación de la Expresión Génica , Ratones , Ratones Endogámicos C57BL , Datos de Secuencia Molecular , Mutación , Neuronas/metabolismo
17.
Biochem Biophys Res Commun ; 470(4): 877-80, 2016 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-26806306

RESUMEN

Cholesterol is a structural component of cellular membranes, which is transported from liver to peripheral cells in the form of cholesterol esters (CE), residing in the hydrophobic core of low-density lipoprotein. Oxidized CE (OxCE) is often found in plasma and in atherosclerotic lesions of subjects with cardiovascular disease. Our earlier studies have demonstrated that OxCE activates inflammatory responses in macrophages via toll-like receptor-4 (TLR4). Here we demonstrate that cholesterol binds to myeloid differentiation-2 (MD-2), a TLR4 ancillary molecule, which is a binding receptor for bacterial lipopolysaccharide (LPS) and is indispensable for LPS-induced TLR4 dimerization and signaling. Cholesterol binding to MD-2 was competed by LPS and by OxCE-modified BSA. Furthermore, soluble MD-2 in human plasma and MD-2 in mouse atherosclerotic lesions carried cholesterol, the finding supporting the biological significance of MD-2 cholesterol binding. These results help understand the molecular basis of TLR4 activation by OxCE and mechanisms of chronic inflammation in atherosclerosis.


Asunto(s)
Aterosclerosis/metabolismo , Colesterol/química , Colesterol/metabolismo , Lipopolisacáridos/química , Antígeno 96 de los Linfocitos/química , Antígeno 96 de los Linfocitos/metabolismo , Animales , Ratones , Unión Proteica
18.
J Digit Imaging ; 29(5): 627-34, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27114261

RESUMEN

Radiation dose monitoring in medical imaging examination areas is mandatory for the reduction of patient radiation exposure. Recently, dose monitoring techniques that use digital imaging and communications in medicine (DICOM) dose structured reports (SR) have been introduced. The present paper discusses the setup of a radiation dose monitoring system based on DICOM data from university hospitals in Korea. This system utilizes the radiation dose data-archiving method of standard DICOM dose SR combined with a DICOM modality performed procedure step (MPPS). The analysis of dose data based on a method utilizing DICOM tag information is proposed herein. This method supports the display of dose data from non-dosimeter-attached X-ray equipment. This system tracks data from 62 pieces of equipment to analyze digital radiographic, mammographic, mobile radiographic, CT, PET-CT, angiographic, and fluorographic modalities.


Asunto(s)
Dosis de Radiación , Exposición a la Radiación/prevención & control , Intensificación de Imagen Radiográfica , Sistemas de Computación , Hospitales Universitarios , Humanos , Sistemas de Información Radiológica , República de Corea
19.
J Neurosci ; 34(21): 7281-92, 2014 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-24849360

RESUMEN

Apolipoprotein E (apoE) is the strongest known genetic risk factor for late onset Alzheimer's disease (AD). It influences amyloid-ß (Aß) clearance and aggregation, which likely contributes in large part to its role in AD pathogenesis. We recently found that HJ6.3, a monoclonal antibody against apoE, significantly reduced Aß plaque load when given to APPswe/PS1ΔE9 (APP/PS1) mice starting before the onset of plaque deposition. To determine whether the anti-apoE antibody HJ6.3 affects Aß plaques, neuronal network function, and behavior in APP/PS1 mice after plaque onset, we administered HJ6.3 (10 mg/kg/week) or PBS intraperitoneally to 7-month-old APP/PS1 mice for 21 weeks. HJ6.3 mildly improved spatial learning performance in the water maze, restored resting-state functional connectivity, and modestly reduced brain Aß plaque load. There was no effect of HJ6.3 on total plasma cholesterol or cerebral amyloid angiopathy. To investigate the underlying mechanisms of anti-apoE immunotherapy, HJ6.3 was applied to the brain cortical surface and amyloid deposition was followed over 2 weeks using in vivo imaging. Acute exposure to HJ6.3 affected the course of amyloid deposition in that it prevented the formation of new amyloid deposits, limited their growth, and was associated with occasional clearance of plaques, a process likely associated with direct binding to amyloid aggregates. Topical application of HJ6.3 for only 14 d also decreased the density of amyloid plaques assessed postmortem. Collectively, these studies suggest that anti-apoE antibodies have therapeutic potential when given before or after the onset of Aß pathology.


Asunto(s)
Enfermedad de Alzheimer/tratamiento farmacológico , Enfermedad de Alzheimer/patología , Péptidos beta-Amiloides/metabolismo , Anticuerpos/uso terapéutico , Apolipoproteínas E/inmunología , Encéfalo/metabolismo , Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/genética , Péptidos beta-Amiloides/efectos de los fármacos , Precursor de Proteína beta-Amiloide/genética , Amiloidosis/tratamiento farmacológico , Amiloidosis/metabolismo , Amiloidosis/patología , Animales , Encéfalo/efectos de los fármacos , Colesterol/sangre , Modelos Animales de Enfermedad , Femenino , Hemorragia/tratamiento farmacológico , Hemorragia/etiología , Cojera Animal/tratamiento farmacológico , Cojera Animal/etiología , Aprendizaje por Laberinto/efectos de los fármacos , Aprendizaje por Laberinto/fisiología , Ratones , Ratones Transgénicos , Mutación/genética , Presenilina-1/genética
20.
Circ Res ; 112(12): 1592-601, 2013 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-23519695

RESUMEN

RATIONALE: Foam cell formation because of excessive accumulation of cholesterol by macrophages is a pathological hallmark of atherosclerosis, the major cause of morbidity and mortality in Western societies. Liver X nuclear receptors (LXRs) regulate the expression of the adenosine triphosphate-binding cassette (ABC) transporters, including adenosine triphosphate-binding cassette transporter A1 (ABCA1) and adenosine triphosphate-binding cassette transporter G1 (ABCG1). ABCA1 and ABCG1 facilitate the efflux of cholesterol from macrophages and regulate high-density lipoprotein (HDL) biogenesis. Increasing evidence supports the role of microRNA (miRNAs) in regulating cholesterol metabolism through ABC transporters. OBJECTIVE: We aimed to identify novel miRNAs that regulate cholesterol metabolism in macrophages stimulated with LXR agonists. METHODS AND RESULTS: To map the miRNA expression signature of macrophages stimulated with LXR agonists, we performed an miRNA profiling microarray analysis in primary mouse peritoneal macrophages stimulated with LXR ligands. We report that LXR ligands increase miR-144 expression in macrophages and mouse livers. Overexpression of miR-144 reduces ABCA1 expression and attenuates cholesterol efflux to apolipoproteinA1 in macrophages. Delivery of miR-144 oligonucleotides to mice attenuates ABCA1 expression in the liver, reducing HDL levels. Conversely, silencing of miR-144 in mice increases the expression of ABCA1 and plasma HDL levels. Thus, miR-144 seems to regulate both macrophage cholesterol efflux and HDL biogenesis in the liver. CONCLUSIONS: miR-144 regulates cholesterol metabolism via suppressing ABCA1 expression and modulation of miRNAs may represent a potential therapeutical intervention for treating dyslipidemia and atherosclerotic vascular disease.


Asunto(s)
HDL-Colesterol/sangre , Hepatocitos/metabolismo , Macrófagos/metabolismo , MicroARNs/metabolismo , Transportador 1 de Casete de Unión a ATP , Transportadoras de Casetes de Unión a ATP/genética , Transportadoras de Casetes de Unión a ATP/metabolismo , Animales , Anticolesterolemiantes/farmacología , Apolipoproteína A-I/metabolismo , Células COS , Chlorocebus aethiops , Dieta Alta en Grasa , Perfilación de la Expresión Génica/métodos , Células Hep G2 , Hepatocitos/efectos de los fármacos , Homeostasis , Humanos , Hidrocarburos Fluorados/farmacología , Receptores X del Hígado , Macrófagos/efectos de los fármacos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , MicroARNs/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Oligonucleótidos/metabolismo , Receptores Nucleares Huérfanos/agonistas , Receptores Nucleares Huérfanos/genética , Receptores Nucleares Huérfanos/metabolismo , Sulfonamidas/farmacología
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