921 resultados para NULL DIVERTOR TOKAMAKS
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Background: Microarray data is frequently used to characterize the expression profile of a whole genome and to compare the characteristics of that genome under several conditions. Geneset analysis methods have been described previously to analyze the expression values of several genes related by known biological criteria (metabolic pathway, pathology signature, co-regulation by a common factor, etc.) at the same time and the cost of these methods allows for the use of more values to help discover the underlying biological mechanisms. Results: As several methods assume different null hypotheses, we propose to reformulate the main question that biologists seek to answer. To determine which genesets are associated with expression values that differ between two experiments, we focused on three ad hoc criteria: expression levels, the direction of individual gene expression changes (up or down regulation), and correlations between genes. We introduce the FAERI methodology, tailored from a two-way ANOVA to examine these criteria. The significance of the results was evaluated according to the self-contained null hypothesis, using label sampling or by inferring the null distribution from normally distributed random data. Evaluations performed on simulated data revealed that FAERI outperforms currently available methods for each type of set tested. We then applied the FAERI method to analyze three real-world datasets on hypoxia response. FAERI was able to detect more genesets than other methodologies, and the genesets selected were coherent with current knowledge of cellular response to hypoxia. Moreover, the genesets selected by FAERI were confirmed when the analysis was repeated on two additional related datasets. Conclusions: The expression values of genesets are associated with several biological effects. The underlying mathematical structure of the genesets allows for analysis of data from several genes at the same time. Focusing on expression levels, the direction of the expression changes, and correlations, we showed that two-step data reduction allowed us to significantly improve the performance of geneset analysis using a modified two-way ANOVA procedure, and to detect genesets that current methods fail to detect.
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Els monopols es defineixen, teòricament, com càrregues que generen camps amb divergència diferent de cero. Malgrat això, les entitats amb comportament mimètic al dels monopols magnètics, segueix sent compatible amb ∇·B=0, han estat detectades experimentalment en gels d’espín (‘spin-ices’). Aquesta aparent contradicció pot generar confusió i, per tant, requereix explicació. D’altra banda, s’estudien propietats duals del materials amb càrregues magnètiques efectives tals com la ‘magnetricity’ en els ‘spinices’ (conductivitat de les càrregues magnètiques davant un camp magnètic extern). Com una conseqüència de la magnetricitat, l’apantallament del camp magnètic en materials amb càrregues magnètiques és analitzat. Estudio la propagació d’ones electromagnètiques transversals en medis materials infinits i en plasmes magnètics diluïts davant la presència de camps elèctrics externs constants. Aquesta propagació és dual a la propagació d’ones en plasmes de càrregues elèctriques davant la presència de camps magnètics externs, constants. Finalment, estudio el frenat elèctric d’un conductor de càrregues magnètiques amb un efecte dual al frenat magnètic en conductors elèctrics.
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Axons, and particularly regenerating axons, have high metabolic needs in order to maintain critical functions such as axon transport and membrane depolarization. Though some of the required energy likely comes form extracellular glucose and ATP generated in the soma, we and others hypothesize that some of the energy may be supplied by lactate. Unlike glucose that requires glycolytic enzymes to produce pyruvate, lactate can be converted directly to pyruvate by lactate dehydrogenase and transported into mitochondria for oxidative metabolism. In order to be transported into or out of cells, lactate requires specific monocarboxylate transporters (MCTs), the most abundant of which is MCT1. If MCT1 and lactate are critical for nerve function and regeneration, we hypothesize that MCT1 heterozygote null mice, which appear phenotypically normal despite having approximately 40% MCT1 as compared to wildtype littermate mice, would have reduced capacity for repair following nerve injury. To investigate this, adult MCT1 heterozygote null mice or wild-type mice underwent unilateral sciatic nerve crush in the proximal thigh. We found that regeneration of the sciatic nerve, as measured by recovery of compound muscle action potentials (CMAP) in the lateral plantar muscles following proximal sciatic nerve stimulation, was delayed from a median of 21 days in wildtype mice to 38.5 days in MCT1 heterozygote mice. In fact, half of the MCT1 heterozygote null mice had no recovery of CMAP by the endpoint of the study at 42 days, while all of the wild-type mice had recovered. In addition, the maximal amplitude of CMAP recovery in MCT1 heterozygote mull mice was reduced from a mean of 3 mV to 0.5 mV. As would be expected, the denervated gastrocnemius muscle of MCT1 heterozygote null mice remained atrophic at 42 days compared to wild-type mice. Our experiments show that lactate supplied through MCT1 is necessary for nerve regeneration. Experiments are underway to determine whether loss of MCT1 prevents nerve regrowth directly due to reduced energy supply to axons or indirectly by dysfunctional Schwann cells normally dependent on lactate supply through MCT1.
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Abstract: The human protozoan parasite Leishmania major has been shown to exhibit several morphological and biochemical features characteristic of a programmed cell death (PCD) when differentiating into infectious stages and under a variety of stress conditions. In mammalian cells, the principal effector molecules of PCD or apoptosis are caspases. Although some caspase-like peptidase activity has been reported in dying parasites, no caspase gene is present in the L. major genome. However, a single metacaspase gene is present in L. major whose encoded protein harbors the predicted secondary structure and the catalytic dyad histidine/cysteine described for caspases and other metacaspases identified in plants and yeast. Metacaspases are also present in other protozoan parasites such as Trypanosoma and Plasmodium species and are not present in mammalian cells, which make them a possible drug target for the treatment of the parasitic diseases they cause. The Saccharomyces cerevisiae metacaspase YCA1 has been implicated in the death of aging cells, cells defective in some biological functions, and cells exposed to different environmental stresses. In this study, we evaluated the functional heterologous complementation of a S. cerevisiae ycal null mutant with the L. major metacaspase (LmjMCA} in cell death induced by oxidative stress. We show that LmjMCA is involved in yeast cell death, similar to YCA1, and that this function depends on its catalytic activity. LmjMCA was found to be auto-processed as occurs for caspases, however, LmjMCA did not exhibit any activity with caspase substrates. In contrast, LmjMCA was active towards substrates with arginine in the P1 position, with the activity being abolished following H147A and C202A catalytic site mutations and addition of the arginal inhibitor leupeptin. In order to identify the L. major proteins that may function as substrates, inhibitors, or may bind and recruit LmjMCA, a yeast two-hybrid screening with cDNA libraries from different life cycle stages of the parasite was conducted. Proteins putatively involved in PCD were identified as interacting with LmjMCA, however, the interaction of LmjMCA with proteins involved in other physiological processes such as vesicle transport, suggests that LmjMCA could have additional roles in the different life cycle stages of the parasite. Résumé: Plusieurs caractéristiques morphologiques et biochimiques rappelant la mort cellulaire programmée ont été identifiées dans les stades infectieux et sous des conditions de stress, chez le parasite protozoaire humain, Leishmania major. Dans les cellules de mammifères, les caspases sont les molécules effectrices principales impliquées dans la mort cellulaire programmée et l'apoptose. Bien qu'une activité caspase ait été retrouvée dans des parasites en mon` cellulaire, le génome de Leishmania ne contient aucun gène qui pourrait coder pour une caspase. À la place, on retrouve un gène unique codant pour une métacaspase. Une prédiction de la structure secondaire de la métacaspase montre que cette métacaspase a un domaine catalytique contenant la dyade histidine/cystéine présente dans les caspases et les autres métacaspases décrites chez les plantes et la levure. Les métacaspases sont aussi présentes dans d'autres parasites protozoaires tels que Trypanosome et Plasmodium, mais ne sont pas présentes dans les cellules de mammifères, ce qui en fait des cibles intéressantes pour le développement de drogue. Dans la levure, Saccharomyces cerevisiae, la métacaspase YCA1 est impliquée dans la mort des cellules âgées, la mort des cellules défectueuses dans certaines fonctions biologiques et dans les cellules exposées à différents stress environnementaux. Dans cette étude, une complémentation hétérologue fonctionnelle d'un mutant de la levure déficient en YCA1 par le gène LmjMCA de L. major lors de l'induction de ta mort par stress oxydatif a été évaluée. Nos résultats montrent que LmjMCA peut remplacer YGA1 dans le programme de mort cellulaire chez la levure et que celte fonction dépend de son activité catalytique. De plus, LmjMCA subit une auto clivage comme les caspases mais n'exhibe aucune spécificité pour les substrats des caspases. Au contraire, LmjMCA est active envers des substrats ayant une arginine en position P1, son activité étant détruite suite à des changements de son domaine catalytique par les mutations H147A et C202A ou suite à une inhibition para la leupeptine. Afin d'identifier quels pourraient être les substrats, les inhibiteurs ou les molécules interagissant avec LmjMCA, nous avons entrepris un criblage double-hybride en utilisant des librairies de d'ADNc provenant de différents stades du cycle parasitaire. Plusieurs protéines potentiellement impliquées dans un programme de mort cellulaire ont été identifiées comme interagissant avec LmjMCA. Cependant, l'identification de protéines impliquées dans le transport vésiculaire suggère aussi que LmjMCA pourrait avoir un rôle additionnel dans les différents stades du cycle parasitaire. Résumé destiné à un large public: De nos jours, la leishmaniose est la deuxième plus importante maladie parasitaire après la malaria. Malgré les avancées accomplies dans les stratégies de contrôle, près de deux millions de nouveaux cas apparaissent chaque année. Actuellement, la principale stratégie pour faire face à ce problème épidémiologique consiste en un traitement pharmacologique des personnes infectées. Pourtant, seule une dizaine de médicaments, dont la plupart sont toxiques, est disponible pour traiter la leishmaniose et des cas de résistance émergent dans certains pays endémiques. Il devient donc urgent de mettre au point de nouveaux traitements anti-leishmaniens capables d'éliminer le parasite sans effets indésirables sur le patient. Récemment, des caractéristiques morphologiques et biochimiques de la mort cellulaire programmée (MCP) semblables au processus de l'apoptose chez les mammifères ont été décrites dans Leishmania. Cependant, des gènes codant pour des protéines similaires à celles qui sont impliquées dans l'apoptose, comme les caspases, ne se retrouvent pas dans le génome de Leishmanía major. Néanmoins, les espèces de Leishmanía, aussi bien que d'autres parasites protozoaires responsables des trypanosomiases et de la malaria, possèdent des métacaspases qui sont des protéines homologues aux caspases mais qui ne sont pas présentes chez les mammifères. C'est pourquoi, la caractérisation de la métacaspase de Leishmania (LmjMCA) ainsi que ses mécanismes d'activation pourrait être une piste d'investigation intéressante dans l'identification de nouvelles cibles thérapeutiques dans les voies de signalisation de la MCP des parasites protozoaires. Dans la levure, Saccharomyces cerevisiae, la métacaspase YCA1 est impliquée dans la mort des cellules âgées, la mort des cellules défectueuses dans certaines fonctions biologiques et dans les cellules exposées à différents stress environnementaux. Dans cette étude, une complémentation hétérologue fonctionnelle d'un mutant de la levure déficient en YCA1 par le gène LmjMCA de L major lors de l'induction de la mort par stress oxydatif a été évaluée. Nos résultats montrent que LmjMCA peut remplacer YCA1 dans le programme de mort cellulaire chez la levure et que cette fonction dépend de son activité catalytique. De plus, LmjMCA subit une auto clivage comme les caspases mais n'exhibe aucune spécificité pour les substrats des caspases. Au contraire, LmjMCA est active envers des substrats ayant une arginine en position P1, son activité étant détruite suite à des changements de son domaine catalytique par les mutations H147A et C202A ou suite à une inhibition para la leupeptine. Afin d'identifier quels pourraient être les substrats, les inhibiteurs ou les molécules interagissant avec LmjMCA, nous avons entrepris un criblage double-hybride en utilisant des librairies de d'ADNe provenant de différents stades du cycle parasitaire. Plusieurs protéines potentiellement impliquées dans un programme de mort cellulaire ont été identifiées comme interagissant avec LmjMCA. Cependant, l'identification de protéines impliquées dans le transport vésiculaire suggère aussi que LmjMCA pourrait avoir un rôle additionnel dans les différents stades du cycle parasitaire. Resumen destinado al público en general: La leishmaniasis es la segunda enfermedad parasitaria más importante en el mundo actual. Aproximadamente 2 millones de nuevos casos ocurren cada año a pesar de los avances logrados en el desarrollo de nuevos métodos de control. El tratamiento farmacológico de las personas infectadas es actualmente la principal estrategia de control, sin embargo, menos de una decena de medicamentos se encuentran disponibles en el mercado, la mayoría de ellos son tóxicos, y ya empiezan a encontrarse parásitos resistentes en algunos países endémicos para la leishmaniasis. El desarrollo de nuevos medicamentos capaces de eliminar los parásitos sin producir efectos indeseables en los humanos, es una necesidad inminente. Recientemente, algunas de las características morfológicas y bioquímicas de la muerte celular programada (MCP) similares al proceso de la apoptosis en mamíferos, han sido descritas en parasitos de Leishmania. Sin embargo, genes que codifiquen proteínas similares a aquellas involucradas en la apoptosis, como las caspasas, no se encuentran en el genoma de Leishmania major. AI contrario, las especies de Leishmania, así como de los otros parásitos responsables de la tripanosomiasis y de la malaria, poseen metacaspases, proteínas homologas a las caspases pero que no están presentes en las células de mamíferos. La caracterización de la metacaspasa de L. major y de sus mecanismos de activación constituye, por lo tanto, un área de investigación interesante para la identificación de nuevos blancos terapéuticos en el proceso de MCP de los parásitos protozoarios. En la levadura Saccharomyces cerevisiae, la metacaspasa YCA1 ha sido descrita como implicada en la muerte de células envejecidas, células defectuosas en algunas funciones biológicas, y en células expuestas a diferentes tipos de estrés ambiental. En el presente estudio se evaluó la complementación heteróloga funcional de una levadura mutante deficiente en YCA1 con el gen de metacaspase de L. major (LmjMCA) en la MCP inducida por estrés oxidativo. Nuestros resultados muestran que la LmjMCA puede reemplazarla YCA1 en la MCP de la levadura dependiente de su actividad catalítica y que la LmjMCA se auto-procesa similar a las caspasas. Sin embargo, LmjMCA no reconoce los substratos de caspasas sino substratos con una arginina en ta posición P1. Dicha actividad enzimática fue abolida con la inducción de las mutaciones puntuales H147A y C202A en la díada catalítica de LmjMCA y con la adición de leupeptina, un inhibidor con arginina. Con el fin de identificar proteínas que pudieran funcionar como substratos, inhibidores o moléculas modificadoras de LmjMCA, se aplicó el método de doble-híbrido en levadura con bibliotecas de ADNc provenientes de diferentes estadios del ciclo de vida del parásito. Algunas proteínas potencialmente implicadas. en la MCP del parásito fueron identiñcadas interactuando con LmjMCA. La identificación de otras proteínas involucradas en transporte vesicular sugiere que la LmjMCA podría tener una función biológica adicional en los diferentes estadios del ciclo de vida dei parásito.
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INTRODUCTION. Patient-ventilator asynchrony is a frequent issue in non invasivemechanical ventilation (NIV) and leaks at the patient-mask interface play a major role in itspathogenesis. NIV algorithms alleviate the deleterious impact of leaks and improve patient-ventilator interaction. Neurally adusted ventilatory assist (NAVA), a neurally triggered modethat avoids interferences between leaks and the usual pneumatic trigger, could further improvepatient-ventilator interaction in NIV patients.OBJECTIVES. To evaluate the feasibility ofNAVAin patients receiving a prophylactic postextubationNIV and to compare the respective impact ofPSVandNAVAwith and withoutNIValgorithm on patient-ventilator interaction.METHODS. Prospective study conducted in 16 beds adult critical care unit (ICU) in a tertiaryuniversity hospital. Over a 2 months period, were included 17 adult medical ICU patientsextubated for less than 2 h and in whom a prophylactic post-extubation NIV was indicated.Patients were randomly mechanically ventilated for 10 min with: PSV without NIV algorithm(PSV-NIV-), PSV with NIV algorithm (PSV-NIV+),NAVAwithout NIV algorithm (NAVANIV-)and NAVA with NIV algorithm (NAVA-NIV+). Breathing pattern descriptors, diaphragmelectrical activity, leaks volume, inspiratory trigger delay (Tdinsp), inspiratory time inexcess (Tiexcess) and the five main asynchronies were quantified. Asynchrony index (AI) andasynchrony index influenced by leaks (AIleaks) were computed.RESULTS. Peak inspiratory pressure and diaphragm electrical activity were similar in thefour conditions. With both PSV and NAVA, NIV algorithm significantly reduced the level ofleak (p\0.01). Tdinsp was not affected by NIV algorithm but was shorter in NAVA than inPSV (p\0.01). Tiexcess was shorter in NAVA and PSV-NIV+ than in PSV-NIV- (p\0.05).The prevalence of double triggering was significantly lower in PSV-NIV+ than in NAVANIV+.As compared to PSV,NAVAsignificantly reduced the prevalence of premature cyclingand late cycling while NIV algorithm did not influenced premature cycling. AI was not affectedby NIV algorithm but was significantly lower in NAVA than in PSV (p\0.05). AIleaks wasquasi null with NAVA and significantly lower than in PSV (p\0.05).CONCLUSIONS. NAVA is feasible in patients receiving a post-extubation prophylacticNIV. NAVA and NIV improve patient-ventilator synchrony in different manners. NAVANIV+offers the best patient-ventilator interaction. Clinical studies are required to assess thepotential clinical benefit of NAVA in patients receiving NIV.
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Introduction Preventing drug incompatibilities has a high impact onthe safety of drug therapy. Although there are no internationalguidelines to manage drug incompatibilities, different decision-supporttools such as handbooks, cross-tables and databases are available.In a previous study, two decision-support tools have been pre-selectedby pharmacists as fitting nurses' needs on the wards1. The objective ofthis study was to have these both tools evaluated by nurses todetermine which would be the most suitable for their daily practice.Materials & Methods Evaluated tools were:1. Cross-table of drug pairs (http://files.chuv.ch/internet-docs/pha/medicaments/pha_phatab_compatibilitessip.pdf)2. Colour-table (a colour for each drug according to the pH: red =acid; blue = basic; yellow = neutral; black = to be infused alone)2Tools were assessed by 48 nurses in 5 units (PICU, adult andgeriatric intensive care, surgery, onco-hematology) using a standardizedform1. The scientific accuracy of the tools was evaluated bydetermining the compatibility of five drugs pairs (rate of correctanswers according to the Trissel's Handbook on Injectable Drugs,chi-square test). Their ergonomics, design, reliability and applicabilitywere estimated using visual analogue scales (VAS 0-10; 0 =null, 10 = excellent). Results are expressed as the median and interquartilerange (IQR) for 25% and 75% (Wilcoxon rank sum test).Results The rate of correct answers was above 90% for both tools(cross-table 96.2% vs colour-table 92.5%, p[0.05).The ergonomics and the applicability were higher for the crosstable[7.1 (IQR25 4.0, IQR75 8.0) vs 5.0 (IQR25 2.7, IQR75 7.0), p =0.025 resp. 8.3 (IQR25 7.4, IQR75 9.2) vs 7.6 (IQR25 5.9, IQR75 8.8)p = 0.047].The design of the colour-table was judged better [4.6 (IQR25 2.9,IQR75 7.1) vs 7.1 (IQR25 5.4, IQR75 8.4) p = 0.002].No difference was observed in terms of reliability [7.3 (IQR25 6.5,IQR75 8.4) vs 6.7 (IQR25 5.0, IQR758.6) p[0.05].The cross-table was globally preferred by 65% of the nurses (27%colour-table, 8% undetermined) and 68% would like to have thisdecision-support tool available for their daily practice.Discussion & Conclusion Both tools showed the same accuracy toassess drug compatibility. In terms of ergonomics and applicabilitythe cross-table was better than the colour-table, and was preferred bythe nurses for their daily practice. The cross-table will be implementedin our hospital as decision-support tool to help nurses tomanage drug incompatibilities.
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We consider stock market contagion as a significant increase in cross-market linkages after a shock to one country or group of countries. Under this definition we study if contagion occurred from the U.S. Financial Crisis to the rest of the major stock markets in the world by using the adjusted (unconditional) correlation coefficient approach (Forbes and Rigobon, 2002) which consists of testing if average crossmarket correlations increase significantly during the relevant period of turmoil. We would not reject the null hypothesis of interdependence in favour of contagion if the increase in correlation only suggests a continuation of high linkages in all state of the world. Moreover, if contagion occurs, this would justify the intervention of the IMF and the suddenly portfolio restructuring during the period under study.
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Report for the scientific sojourn carried out at the Columbia University, United States, from 2010 to 2012. Expression of SoxB genes correlates with the commitment of cells to a neural fate; however, the relevance of SoxB proteins in early vertebrate neurogenesis has been difficult to prove genetically due to embryonic lethality and presumed redundant functions. The nematode C. Elegants has only 5 sox genes: sox-2 and sox-3 form the SoxB group while sem-2, sox-4 and egl-13 belong to other Sox groups. Our results show that sox-2 and sem-2 are the sox genes expressed earliest and in a broader manner during embryogenesis, being expressed in several neuronal progenitors. sox-3, sox-4 and egl-13 are expressed in few cells during late embryogenesis, when most neurons are already born. Both sox-2 and sem-2 null mutants are early larval lethal but do not show neuronal specification defects during embryonic development as indicated by quantification of a panneuronal reporter. Potential redundancy or compensatory mechanisms between different sox genes have been ruled out, strongly suggesting that sox genes are not required for specification of embryonically-derived neurons. However, at the first larval stage there are still several blast cells that will give rise to different postembryonic lineages, which generate several neurons amongst other cell types. nterestingly, sox-2 is expressed in many of these progenitor cells. Using mosaic analysis we have so far identified neurons derived from two different postembryonic lineages which fail to be generated in C. elegans sox-2 mutants. These results support the idea that postembryonic progenitor competence is compromised in the absence of sox-2.
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Although non-melanoma skin cancer (NMSC) is the most common human cancer and its incidence continues to rise worldwide, the mechanisms underlying its development remain incompletely understood. Here, we unveil a cascade of events involving peroxisome proliferator-activated receptor (PPAR) β/δ and the oncogene Src, which promotes the development of ultraviolet (UV)-induced skin cancer in mice. UV-induced PPARβ/δ activity, which directly stimulated Src expression, increased Src kinase activity and enhanced the EGFR/Erk1/2 signalling pathway, resulting in increased epithelial-to-mesenchymal transition (EMT) marker expression. Consistent with these observations, PPARβ/δ-null mice developed fewer and smaller skin tumours, and a PPARβ/δ antagonist prevented UV-dependent Src stimulation. Furthermore, the expression of PPARβ/δ positively correlated with the expression of SRC and EMT markers in human skin squamous cell carcinoma (SCC), and critically, linear models applied to several human epithelial cancers revealed an interaction between PPARβ/δ and SRC and TGFβ1 transcriptional levels. Taken together, these observations motivate the future evaluation of PPARβ/δ modulators to attenuate the development of several epithelial cancers.
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Fibroblast growth factor 23 (FGF23) is a circulating factor secreted by osteocytes that is essential for phosphate homeostasis. In kidney proximal tubular cells FGF23 inhibits phosphate reabsorption and leads to decreased synthesis and enhanced catabolism of 1,25-dihydroxyvitamin D3 (1,25[OH]2 D3 ). Excess levels of FGF23 cause renal phosphate wasting and suppression of circulating 1,25(OH)2 D3 levels and are associated with several hereditary hypophosphatemic disorders with skeletal abnormalities, including X-linked hypophosphatemic rickets (XLH) and autosomal recessive hypophosphatemic rickets (ARHR). Currently, therapeutic approaches to these diseases are limited to treatment with activated vitamin D analogues and phosphate supplementation, often merely resulting in partial correction of the skeletal aberrations. In this study, we evaluate the use of FGFR inhibitors for the treatment of FGF23-mediated hypophosphatemic disorders using NVP-BGJ398, a novel selective, pan-specific FGFR inhibitor currently in Phase I clinical trials for cancer therapy. In two different hypophosphatemic mouse models, Hyp and Dmp1-null mice, resembling the human diseases XLH and ARHR, we find that pharmacological inhibition of FGFRs efficiently abrogates aberrant FGF23 signaling and normalizes the hypophosphatemic and hypocalcemic conditions of these mice. Correspondingly, long-term FGFR inhibition in Hyp mice leads to enhanced bone growth, increased mineralization, and reorganization of the disturbed growth plate structure. We therefore propose NVP-BGJ398 treatment as a novel approach for the therapy of FGF23-mediated hypophosphatemic diseases.
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In this paper we study the relevance of multiple kernel learning (MKL) for the automatic selection of time series inputs. Recently, MKL has gained great attention in the machine learning community due to its flexibility in modelling complex patterns and performing feature selection. In general, MKL constructs the kernel as a weighted linear combination of basis kernels, exploiting different sources of information. An efficient algorithm wrapping a Support Vector Regression model for optimizing the MKL weights, named SimpleMKL, is used for the analysis. In this sense, MKL performs feature selection by discarding inputs/kernels with low or null weights. The approach proposed is tested with simulated linear and nonlinear time series (AutoRegressive, Henon and Lorenz series).
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Nitric oxide (NO) plays a major role in the regulation of cardiovascular and metabolic homeostasis, as evidenced by insulin resistance and arterial hypertension in endothelial NO synthase (eNOS) null mice. Extrapolation of these findings to humans is difficult, however, because eNOS gene deficiency has not been reported. eNOS gene polymorphism and impaired NO synthesis, however, have been reported in several cardiovascular disease states and could predispose to insulin resistance. High-fat diet induces insulin resistance and arterial hypertension in normal mice. To test whether partial eNOS deficiency facilitates the development of insulin resistance and arterial hypertension during metabolic stress, we examined effects of an 8-week high-fat diet on insulin sensitivity (euglycemic clamp) and arterial pressure in eNOS(+/-) mice. When fed a normal diet, these mice had normal insulin sensitivity and were normotensive. When fed a high-fat diet, however, eNOS(+/-) mice developed exaggerated arterial hypertension and had fasting hyperinsulinemia and a 35% lower insulin-stimulated glucose utilization than control mice. The partial deletion of the eNOS gene does not alter insulin sensitivity or blood pressure in mice. When challenged with nutritional stress, however, partial eNOS deficiency facilitates the development of insulin resistance and arterial hypertension, providing further evidence for the importance of this gene in linking metabolic and cardiovascular disease.
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The peroxisome proliferator-activated receptor alpha is a ligand-activated transcription factor that plays an important role in the regulation of lipid homeostasis. PPARalpha mediates the effects of fibrates, which are potent hypolipidemic drugs, on gene expression. To better understand the biological effects of fibrates and PPARalpha, we searched for genes regulated by PPARalpha using oligonucleotide microarray and subtractive hybridization. By comparing liver RNA from wild-type and PPARalpha null mice, it was found that PPARalpha decreases the mRNA expression of enzymes involved in the metabolism of amino acids. Further analysis by Northern blot revealed that PPARalpha influences the expression of several genes involved in trans- and deamination of amino acids, and urea synthesis. Direct activation of PPARalpha using the synthetic PPARalpha ligand WY14643 decreased mRNA levels of these genes, suggesting that PPARalpha is directly implicated in the regulation of their expression. Consistent with these data, plasma urea concentrations are modulated by PPARalpha in vivo. It is concluded that in addition to oxidation of fatty acids, PPARalpha also regulates metabolism of amino acids in liver, indicating that PPARalpha is a key controller of intermediary metabolism during fasting.
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In the developing heart, Notch signaling plays an essential role in several key developmental processes, such as epithelial-to-mesenchymal transition and myocyte proliferation and differentiation. The importance of Notch in cardiac development has been demonstrated in knockout mice carrying null mutations in genes encoding components of the Notch pathway. Furthermore, humans with inactivating mutations in the Notch ligand Jagged1 suffer from Alagille syndrome, a condition characterized by several cardiac defects. Notch1 receptor haploinsufficiency has also been involved in aortic valve disease in humans. In addition, accumulating evidence indicates that Notch may also regulate homeostasis in the adult heart. Notch may protect the heart from an excessive and detrimental hypertrophic response and increase cardiomyocyte survival. Emerging evidence also suggests that Notch could be important for cardiac tissue renewal by controlling the maintenance and commitment of a cardiac stem cell compartment.
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OBJECTIVE: The effect of minor orthopaedic day surgery (MiODS) on patient's mood. METHODS: A prospective population-based cohort study of 148 consecutive patients with age above 18 and less than 65, an American Society of Anaesthesiology (ASA) score of 1, and the requirement of general anaesthesia (GA) were included. The Medical Outcomes Study - Short Form 36 (SF-36), Beck Anxiety Inventory (BAI) and Beck Depression Inventory (BDI) were used pre- and post-operatively. RESULTS: The mean physical component score of SF-36 before surgery was 45.3 (SD=+/-10.1) and 8 weeks following surgery was 44.9 (SD=+/-11.04) [n=148, p=0.51, 95% CI=(-1.03 to 1.52)]. For the measurement of the changes in mood using BDI, BAI and SF-36, latent construct modelling was employed to increase validity. The covariance between mood pre- and post-operatively (cov=69.44) corresponded to a correlation coefficient, r=0.88 indicating that patients suffering a greater number of mood symptoms before surgery continue to have a greater number of symptoms following surgery. When the latent mood constructs were permitted to have different means the model fitted well with chi(2) (df=1)=0.86 for which p=0.77, thus the null hypothesis that MiODS has no effect on patient mood was rejected. CONCLUSIONS: MiODS affects patient mood which deteriorates at 8 weeks post-operatively regardless of the pre-operative patient mood state. More importantly patients suffering a greater number of mood symptoms before MiODS continue to have a greater number of symptoms following surgery.