165 resultados para Computational Intelligence in data-driven and hybrid Models and Data Analysis


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Continuing developments in science and technology mean that the amounts of information forensic scientists are able to provide for criminal investigations is ever increasing. The commensurate increase in complexity creates difficulties for scientists and lawyers with regard to evaluation and interpretation, notably with respect to issues of inference and decision. Probability theory, implemented through graphical methods, and specifically Bayesian networks, provides powerful methods to deal with this complexity. Extensions of these methods to elements of decision theory provide further support and assistance to the judicial system. Bayesian Networks for Probabilistic Inference and Decision Analysis in Forensic Science provides a unique and comprehensive introduction to the use of Bayesian decision networks for the evaluation and interpretation of scientific findings in forensic science, and for the support of decision-makers in their scientific and legal tasks. Includes self-contained introductions to probability and decision theory. Develops the characteristics of Bayesian networks, object-oriented Bayesian networks and their extension to decision models. Features implementation of the methodology with reference to commercial and academically available software. Presents standard networks and their extensions that can be easily implemented and that can assist in the reader's own analysis of real cases. Provides a technique for structuring problems and organizing data based on methods and principles of scientific reasoning. Contains a method for the construction of coherent and defensible arguments for the analysis and evaluation of scientific findings and for decisions based on them. Is written in a lucid style, suitable for forensic scientists and lawyers with minimal mathematical background. Includes a foreword by Ian Evett. The clear and accessible style of this second edition makes this book ideal for all forensic scientists, applied statisticians and graduate students wishing to evaluate forensic findings from the perspective of probability and decision analysis. It will also appeal to lawyers and other scientists and professionals interested in the evaluation and interpretation of forensic findings, including decision making based on scientific information.

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IMPORTANCE There is a high prevalence of obesity in psychiatric patients, possibly leading to metabolic complications and reducing life expectancy. The CREB-regulated transcription coactivator 1 (CRTC1) gene is involved in energy balance and obesity in animal models, but its role in human obesity is unknown. OBJECTIVE To determine whether polymorphisms within the CRTC1 gene are associated with adiposity markers in psychiatric patients and the general population. DESIGN, SETTING, AND PARTICIPANTS Retrospective and prospective data analysis and population-based samples at Lausanne and Geneva university hospitals in Switzerland and a private clinic in Lausanne, Switzerland. The effect of 3 CRTC1 polymorphisms on body mass index (BMI) and/or fat mass was investigated in a discovery cohort of psychiatric outpatients taking weight gain-inducing psychotropic drugs (sample 1, n = 152). The CRTC1 variant that was significantly associated with BMI and survived Bonferroni corrections for multiple comparison was then replicated in 2 independent psychiatric samples (sample 2, n = 174 and sample 3, n = 118) and 2 white population-based samples (sample 4, n = 5338 and sample 5, n = 123 865). INTERVENTION Noninterventional studies. MAIN OUTCOME AND MEASURE Difference in BMI and/or fat mass between CRTC1 genotype groups. RESULTS Among the CRTC1 variants tested in the first psychiatric sample, only rs3746266A>G was associated with BMI (Padjusted = .003). In the 3 psychiatric samples, carriers of the rs3746266 G allele had a lower BMI than noncarriers (AA genotype) (sample 1, P = .001; sample 2, P = .05; and sample 3, P = .0003). In the combined analysis, excluding patients taking other weight gain-inducing drugs, G allele carriers (n = 98) had a 1.81-kg/m2 lower BMI than noncarriers (n = 226; P < .0001). The strongest association was observed in women younger than 45 years, with a 3.87-kg/m2 lower BMI in G allele carriers (n = 25) compared with noncarriers (n = 48; P < .0001), explaining 9% of BMI variance. In the population-based samples, the T allele of rs6510997C>T (a proxy of the rs3746266 G allele; r2 = 0.7) was associated with lower BMI (sample 5, n = 123 865; P = .01) and fat mass (sample 4, n = 5338; P = .03). The strongest association with fat mass was observed in premenopausal women (n = 1192; P = .02). CONCLUSIONS AND RELEVANCE These findings suggest that CRTC1 contributes to the genetics of human obesity in psychiatric patients and the general population. Identification of high-risk subjects could contribute to a better individualization of the pharmacological treatment in psychiatry.

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The Notch1 gene has an important role in mammalian cell-fate decision and tumorigenesis. Upstream control mechanisms for transcription of this gene are still poorly understood. In a chemical genetics screen for small molecule activators of Notch signalling, we identified epidermal growth factor receptor (EGFR) as a key negative regulator of Notch1 gene expression in primary human keratinocytes, intact epidermis and skin squamous cell carcinomas (SCCs). The underlying mechanism for negative control of the Notch1 gene in human cells, as well as in a mouse model of EGFR-dependent skin carcinogenesis, involves transcriptional suppression of p53 by the EGFR effector c-Jun. Suppression of Notch signalling in cancer cells counteracts the differentiation-inducing effects of EGFR inhibitors while, at the same time, synergizing with these compounds in induction of apoptosis. Thus, our data reveal a key role of EGFR signalling in the negative regulation of Notch1 gene transcription, of potential relevance for combinatory approaches for cancer therapy.

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In my first project, I analyzed the role of the amiloride-sensitive epithelial sodium channel ENaC) in the skin during wound healing. ENaC is present in the skin and a function in keratinocyte differentiation and barrier formation has been demonstrated. Previous findings suggested, that ENaC might be implicated in keratinocyte migration, although its role in wound healing was not analyzed yet. Using skin-specific (K14-Cre) conditional ENaC knockout and overexpressing mice, I determined the wound closure kinetic and performed morphometric measurements. The time course of wound repair was not significantly different in knockouts or transgenics when compared to control mice and the morphology of the closing wound was not altered. In my second project, I studied the glucocorticoid-induced leucine zipper (GILZ, Tsc22d3). GILZ is widely expressed and an important role has been predicted in immunity, adipogenesis and renal sodium handling. Mice were generated that constitutively lack all the functional domains of the Gilz gene. In these mice, the expression of GILZ mRNA transcripts and protein were completely abolished in all tissues tested. Surprisingly, knockout mice survived. To test whether GILZ mimicks glucocorticoid action, we studied its implication in T- and B- cell development and in a model of sepsis. We measured cytokine secretion in different inflammatory models, like in peritoneal and bone marrow-derived macrophages, in splenocytes and a model of sepsis. In all our experiments, cytokine secretion from GILZ- deficient cells was not different from controls. From 6 months onwards, knockout mice contained significantly less body fat and were lighter. Following sodium and water deprivation experiments, water and salt homeostasis was preserved. Sterility of knockout males was associated with a severe testis dysplasia, smaller seminiferous tubules, the number of Sertoli and germ cell was reduced while increased apoptosis, but not cell proliferation, was evidenced. The interstitial Leydig cell population was augmented, and higher plasma FSH and testosterone levels were found. Interestingly, the expression of the target gene Ppar2 was diminished in the testis and in the liver, but not in the skin, kidney or fat. Tsc22d1 mRNA transcript level was found to be upregulated in testis, but not in the kidney or fat tissue. In most tissue, excepted the testis, GILZ-deficient mice reveal functional redundancy amongst members of the Tsc22d family or genes involved in the same regulatory pathways. In summary, contrarily to the published in vitro data, GILZ does not play a crucial role attributed in immunology or inflammation, but we identified a novel function in spermatogenesis. -- Dans mon premier projet, j'ai analysé le rôle du canal épithélial sodique sensible à l'amiloride (ENaC) dans la cicatrisation de la peau. ENaC est présent dans la peau et il a une fonction dans la différenciation des kératinocytes et dans la formation de la barrière. Des études suggèrent qu'ENaC pourrait être impliqué dans la migration des kératinocytes, cependant, son rôle dans la cicatrisation n'a pas encore été étudié. A l'aide de souris qui surexpriment ou qui sont knockout pour ENaC, spécifiquement dans la peau (K14-Cre), j'ai analysé le temps de clôture de la cicatrice et j'ai aussi étudié la morphologie de la plaie guérissant. Chez les souris qui surexpriment ou chez les knockouts, la vitesse de fermeture et la morphologie de la cicatrice étaient identiques aux souris contrôles. Dans mon second projet, j'ai étudié le glucocorticoid-induced leucine zipper (GILZ, Tsc22d3). GILZ est largement exprimé et un rôle important a été prédit dans l'immunité, l'adipogénèse et le transport sodique rénal. Des souris ont été générées dont les domaines fonctionnels du gène Gilz sont éliminés. L'expression de GILZ en ARNm et protéine a été complètement abolie dans tous les tissus testés. Étonnamment, ces souris knockout survivent. Afin de tester si GILZ imite les effets des glucocorticoïdes, nous avons étudié son implication dans le développement des cellules T et B ainsi qu'un modèle de septicémie. Nous avons mesuré la sécrétion de cytokines à partir de différents modèles d'inflammation tels que des macrophages péritonéaux ou de moelle, de splénocytes ou encore d'un modèle de septicémie. Dans toutes nos expériences, la sécrétion de cytokines de cellules GILZ-déficientes était semblable. Dès 6 mois, les knockouts contenaient significativement moins de graisses et étaient plus légères. Suite à une privation sodique et aqueuse, l'homéostasie du sel et de l'eau était préservée. Les mâles knockouts présentaient une stérilité accompagnée d'une dysplasie testiculaire sévère, de tubules séminifères étaient plus petits et contenaient un nombre réduit de cellules de Sertoli et de cellules germinales. L'apoptose était augmentée dans ces cellules mais pas la prolifération cellulaire. Le nombre de cellules de Leydig était aussi plus élevé, ainsi que la FSH et la testostérone. L'expression du gène cible Pparγ2 était diminuée dans le testicule et le foie, mais pas dans la peau, le rein ou le tissu adipeux. L'ARNm de Tsc22d1 était plus exprimé dans le testicule, mais pas dans le rein ou le tissu adipeux. Dans la plupart des tissus, sauf le testicule, les souris knockouts révélaient une redondance fonctionnelle des autres membres de la famille Tsc22d ou de gènes impliqués dans les mêmes voies de régulation. En résumé, contrairement aux données in vitro, GILZ ne joue pas un rôle essentiel en immunologie, mais nous avons identifié une nouvelle fonction dans la spermatogénèse.

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The complexity of the signaling network that underlies astrocyte-synapse interactions may seem discouraging when tackled from a theoretical perspective. Computational modeling is challenged by the fact that many details remain hitherto unknown and conventional approaches to describe synaptic function are unsuitable to explain experimental observations when astrocytic signaling is taken into account. Supported by experimental evidence is the possibility that astrocytes perform genuine information processing by means of their calcium signaling and are players in the physiological setting of the basal tone of synaptic transmission. Here we consider the plausibility of this scenario from a theoretical perspective, focusing on the modulation of synaptic release probability by the astrocyte and its implications on synaptic plasticity. The analysis of the signaling pathways underlying such modulation refines our notion of tripartite synapse and has profound implications on our understanding of brain function.

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Standard proteomics methods allow the relative quantitation of levels of thousands of proteins in two or more samples. While such methods are invaluable for defining the variations in protein concentrations which follow the perturbation of a biological system, they do not offer information on the mechanisms underlying such changes. Expanding on previous work [1], we developed a pulse-chase (pc) variant of SILAC (stable isotope labeling by amino acids in cell culture). pcSILAC can quantitate in one experiment and for two conditions the relative levels of proteins newly synthesized in a given time as well as the relative levels of remaining preexisting proteins. We validated the method studying the drug-mediated inhibition of the Hsp90 molecular chaperone, which is known to lead to increased synthesis of stress response proteins as well as the increased decay of Hsp90 "clients". We showed that pcSILAC can give information on changes in global cellular proteostasis induced by treatment with the inhibitor, which are normally not captured by standard relative quantitation techniques. Furthermore, we have developed a mathematical model and computational framework that uses pcSILAC data to determine degradation constants kd and synthesis rates Vs for proteins in both control and drug-treated cells. The results show that Hsp90 inhibition induced a generalized slowdown of protein synthesis and an increase in protein decay. Treatment with the inhibitor also resulted in widespread protein-specific changes in relative synthesis rates, together with variations in protein decay rates. The latter were more restricted to individual proteins or protein families than the variations in synthesis. Our results establish pcSILAC as a viable workflow for the mechanistic dissection of changes in the proteome which follow perturbations. Data are available via ProteomeXchange with identifier PXD000538.

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Phosphate homeostasis was studied in a monocotyledonous model plant through the characterization of the PHO1 gene family in rice (Oryza sativa). Bioinformatics and phylogenetic analysis showed that the rice genome has three PHO1 homologs, which cluster with the Arabidopsis (Arabidopsis thaliana) AtPHO1 and AtPHO1;H1, the only two genes known to be involved in root-to-shoot transfer of phosphate. In contrast to the Arabidopsis PHO1 gene family, all three rice PHO1 genes have a cis-natural antisense transcript located at the 5 ' end of the genes. Strand-specific quantitative reverse transcription-PCR analyses revealed distinct patterns of expression for sense and antisense transcripts for all three genes, both at the level of tissue expression and in response to nutrient stress. The most abundantly expressed gene was OsPHO1;2 in the roots, for both sense and antisense transcripts. However, while the OsPHO1;2 sense transcript was relatively stable under various nutrient deficiencies, the antisense transcript was highly induced by inorganic phosphate (Pi) deficiency. Characterization of Ospho1;1 and Ospho1;2 insertion mutants revealed that only Ospho1;2 mutants had defects in Pi homeostasis, namely strong reduction in Pi transfer from root to shoot, which was accompanied by low-shoot and high-root Pi. Our data identify OsPHO1;2 as playing a key role in the transfer of Pi from roots to shoots in rice, and indicate that this gene could be regulated by its cis-natural antisense transcripts. Furthermore, phylogenetic analysis of PHO1 homologs in monocotyledons and dicotyledons revealed the emergence of a distinct clade of PHO1 genes in dicotyledons, which include members having roles other than long-distance Pi transport.

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Today's approach to anti-doping is mostly centered on the judicial process, despite pursuing a further goal in the detection, reduction, solving and/or prevention of doping. Similarly to decision-making in the area of law enforcement feeding on Forensic Intelligence, anti-doping might significantly benefit from a more extensive gathering of knowledge. Forensic Intelligence might bring a broader logical dimension to the interpretation of data on doping activities for a more future-oriented and comprehensive approach instead of the traditional case-based and reactive process. Information coming from a variety of sources related to doping, whether directly or potentially, would feed an organized memory to provide real time intelligence on the size, seriousness and evolution of the phenomenon. Due to the complexity of doping, integrating analytical chemical results and longitudinal monitoring of biomarkers with physiological, epidemiological, sociological or circumstantial information might provide a logical framework enabling fit for purpose decision-making. Therefore, Anti-Doping Intelligence might prove efficient at providing a more proactive response to any potential or emerging doping phenomenon or to address existing problems with innovative actions or/and policies. This approach might prove useful to detect, neutralize, disrupt and/or prevent organized doping or the trafficking of doping agents, as well as helping to refine the targeting of athletes or teams. In addition, such an intelligence-led methodology would serve to address doping offenses in the absence of adverse analytical chemical evidence.

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Most hybrid zones have existed for hundreds or thousands of years but have generally been observed for only a short time period. Studies extending over periods long enough to track evolutionary changes in the zones or assess the ultimate outcome of hybridization are scarce. Here, we describe the evolution over time of the level of genetic isolation between two karyotypically different species of shrews (Sorex araneus and Sorex antinorii) at a hybrid zone located in the Swiss Alps. We first evaluated hybrid zone movement by contrasting patterns of gene flow and changes in cline parameters (centre and width) using 24 microsatellite loci, between two periods separated by 10 years apart. Additionally, we tested the role of chromosomal rearrangements on gene flow by analysing microsatellite loci located on both rearranged and common chromosomes to both species. We did not detect any movement of the hybrid zone during the period analysed, suggesting that the zone is a typical tension zone. However, the gene flow was significantly lower among the rearranged than the common chromosomes for the second period, whereas the difference was only marginally significant for the first period. This further supports the role of chromosomal rearrangements on gene flow between these taxa.

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Si les rôles fonctionnels de diverses cellules immunitaires infiltrant des tissus enflammés sont assez bien compris, par contre, étonnamment, on connaît bien moins la capacité des cellules non hématopoïétiques résidant dans des tissus, à moduler l'activité biologique des cellules immunitaires immigrantes, et donc le résultat de la réponse immunitaire. La présentation des antigènes, dans le contexte des molécules du CMH de classe II (CMHII) à la surface des cellules présentatrices d'antigènes (CPA) professionnelles à une sous- population de lymphocytes T, est cruciale pour le développement des réponses immunitaires protectives spécifiques de l'antigène. En général, l'expression de CMHII est réservée aux CPAs. Toutefois, au cours des pathologies inflammatoires spécifiques d'organe, telles que l'auto-immunité ou la maladie inflammatoire de l'intestin, l'expression de CMHII est également induite par la cytokine interféron (IFN)-y sur des cellules non hématopoïétiques qui résident dans des tissus enflammés. Les conséquences de ce phénomène sont encore peu comprises. Dans cette étude, nous avons utilisé une souche de souris génétiquement modifiées, qui n'a pas la capacité d'induire l'expression de CMHII sur les cellules non hématopoïétiques, mais a maintenu la régulation normale d'expression de CMHII sur les cellules hématopoïétiques. Nous avons appliqué ces souris à différents modèles d'inflammation intestinale et à un modèle de maladie qui imite la maladie auto-immune de l'inflammation du muscle cardiaque (myocardite) chez l'homme. Nous avons pu montrer que, au cours de l'inflammation intestinale, l'expression du CMHII nonhématopoïétique, ou encore l'expression du CMHII par les cellules épithéliales de l'intestin, confère une protection contre la maladie, en réduisant les cellules immunitaires inflammatoires et en augmentant les cellules Τ régulatrices anti-inflammatoires. Ces résultats pourraient expliquer l'échec des traitements d'anti-IFN-γ dans les maladies intestinales inflammatoires chez l'homme. En revanche, dans la myocardite auto-immune, nos résultats indiquent que la présentation d'antigènes par les cellules non hématopoïétiques du coeur est nécessaire pour l'apparition de la pathologie cardiaque, comme nos souris sont résistantes à la maladie. Toutefois, cela n'est pas dû à un défaut d'activation des lymphocytes T, car les lymphocytes Τ des souris mutantes sont parfaitement capables de promouvoir la maladie après le transfert adoptif dans des animaux de type naturel. Nos résultats suggèrent que, durant les maladies inflammatoires spécifiques d'organe, la présentation d'antigène par des cellules non hématopoïétiques module et contribue au résultat de la réponse immunitaire d'une manière opposée, conférant soit la protection contre la maladie ou sa promotion. Nos résultats pourraient ouvrir la voie à des thérapies qui prennent en compte la contribution de la présentation d'antigènes par les cellules non hématopoïétiques, au cours des maladies inflammatoires spécifiques d'organe. - Les molécules du CMH de classe II (CMHII) sont fondamentales pour la présentation des antigènes aux lymphocytes Τ CD4+, car elles permettent le développement des réponses immunitaires spécifiques de l'antigène. Il est largement admis que l'expression de CMHII est réservée aux cellules présentatrices d'antigènes (CPA). Cependant, dans des conditions inflammatoires, l'expression de CMHII est en principe également induite par l'interféron (IFN)-y sur les cellules non hématopoïétiques, telles que les cellules épithéliales et les cardiomyocytes. Une controverse existe jusqu'à présent au sujet de la fonction de cette présentation d'antigènes non professionnelle, pour savoir si elle favorise la tolérance ou l'immunité dépendante des lymphocytes Τ in vivo. Pour répondre à cette question, nous avons testé des souris qui ne sont pas capables d'induire l'expression du CMHII sur les cellules non hématopoïétiques (souris PIV-/- K14 CIITA Tg) parmi différents modèles murins de pathologies inflammatoires, à savoir les modèles de vaccination pour induire des réponses spécifiques d'antigènes des lymphocytes B, plusieurs modèles de colite et un modèle de myocardite auto-immune expérimental (EAM). Pour cela, nous avons administré à ces souris un modèle de colite atténuée, induite par une infection chronique à Helicobacter hepaticus et par l'administration d'anticorps monoclonaux bloquant le récepteur de l'interleukine (IL)-10 (anti-IL-10R). Dans ce système, nous avons pu observer que l'expression abrogée de CMHII a aggravé la colite bactérienne, soit par les cellules non hématopoïétiques, soit exclusivement par les cellules épithéliales intestinales (CEI) dans un autre modèle murin (souris plV_fl/fl vil-Cre Tg). Ce phénotype du côlon a été associé à une augmentation des fréquences de cellules immunitaires innées, de lymphocytes Th1 CD4+, et d'expression des cytokines et de chimiokines pro-inflammatoires, y compris l'IFN-γ. Notamment, l'expression défectueuse de CMHII non hématopoïétique a également réduit les cellules Τ régulatrices (Treg) Forkhead box P3 (FoxP3)+, sans influencer les fréquences des cellules innées lymphoïdes et des cellules Th17. Ces résultats suggèrent un rôle tolérogène de CEIs CMHII+ qui contribue à l'homéostasie immunitaire intestinale. En revanche, dans le modèle d'EAM, les souris ayant subi une ablation de CMHII non hématopoïétique étaient résistantes à l'induction de la maladie, alors que la progression de la pathologie cardiaque, dans les souris de type naturel ou hétérozygotes, a été accompagnée par une régulation positive de l'expression de CMHII du myocarde. Cependant, l'inflammation cardiaque pourrait être transférée de manière adoptive depuis des souris amorcées PIV-/- K14 CIITA Tg vers des souris de type naturel, indiquant l'absence de défaut intrinsèque d'amorçage des cellules T CD4+ dans notre modèle de souris. Ces observations impliquent un rôle à jouer pour des cellules CMHII+ non hématopoïétiques résidentes du coeur, dans la promotion active de ΙΈΑΜ. En conclusion, nos résultats, provenant de diverses pathologies inflammatoires spécifiques d'organes, suggèrent un rôle complexe et divergent, soit tolérogène, soit immunogène/ pathologique, pour l'expression de CMHII non hématopoïétique au cours des pathologies inflammatoires. L'expression non professionnelle de CMHII semble influencer le résultat des réponses immunitaires en fonction de différents facteurs, tels que le tissu cible, le(s) type(s) de cellule(s) non hématopoïétique(s) participante(s) et l'origine de l'inflammation. Nos résultats pourraient potentiellement ouvrir la voie à des applications thérapeutiques, qui tiennent compte de la contribution de la présentation d'antigènes par des CPAs non professionnelles, au cours de l'inflammation spécifique d'organe. - MHC class II (MHCII) molecules are fundamental for the presentation of antigens to CD4+ Τ cells, allowing the development of antigen-specific immune responses. It is widely accepted that MHCII expression is restricted to antigen-presenting cells (APC). However, under inflammatory conditions, MHCII expression is typically also induced by interferon (IFN)-y on nonhematopoietic cells such as epithelial cells and cardiomyocytes. So far, it remains controversial whether this nonprofessional antigen-presentation function promotes CD4+ Τ cell-dependent tolerance or immunity in vivo. To address this issue, we utilised mice which lack inducible MHCII expression on nonhematopoietic cells (pIV-/- K14 CIITA Tg mice) in different mouse models of inflammatory pathologies, namely immunisation models to induce antigen-specific Β cell responses, various colitis models and a model of experimental autoimmune myocarditis (EAM). In an attenuated model of colitis induced by chronic Helicobacter hepaticus infection and treatment with anti-interleukin (IL)-10 receptor (anti-IL-10R) monoclonal blocking antibody, we observed that abrogated MHCII expression by nonhematopoietic cells or, in an alternative tamoxifen-inducible mouse model (plV_fl/fl vil-Cre Tg mice), exclusively by intestinal epithelial cells (IEC), exacerbated bacterial-driven colitis, which was associated with increased colonic frequencies of innate immune cells, CD4+ Th1 cells and expression of proinflammatory cytokines and chemokines, including IFN-γ. Notably, defective nonhematopoietic MHCII expression also resulted in reduced Forkhead box P3 (FoxP3)+ regulatory Τ (Treg) cells without influencing innate lymphoid cell (ILC) and Th17 cell frequencies. These findings suggest a tolerogenic role of MHClT lECs to contribute to intestinal immune homeostasis. In contrast, in the EAM model, mice ablated of nonhematopoietic MHCII were resistant to disease induction, whereas progression of cardiac pathology in WT and heterozygous control mice was accompanied by upregulation of myocardial MHCII expression. However, cardiac inflammation could be adoptively transferred from primed pIV-/- K14 CIITA Tg mice into WT mice, indicating no intrinsic defect of CD4+ Τ activation in our mouse model. These observations imply a role for MHCIT heart-resident nonhematopoietic cells in actively promoting EAM. In conclusion, our findings from different organ-specific inflammatory pathologies suggest a complex and diverging role - either tolerogenic or immunogenic/ pathologic - for nonhematopoietic MHCII expression during inflammatory pathologies: Nonprofessional MHCII expression appears to influence the outcome of immune responses depending on 7 factors such as the target tissue, participating non hematopoietic cell type(s) and the origin of inflammation. Our findings may potentially open the way to therapeutic applications taking into account the contribution of antigen presentation by nonprofessional, tissue-resident APCs during organ-specific inflammation.

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Objective: Converging evidence speak in favor of an abnormal susceptibility to oxidative stress in schizophrenia. A decreased level of glutathione (GSH), the principal non-protein antioxidant and redox regulator, was observed both in cerebrospinal-fluid and prefrontal cortex of schizophrenia patients (Do et al., 2000). Results: Schizophrenia patients have an abnormal GSH synthesis most likely of genetic origin: Two independent case-control studies showed a significant association between schizophrenia and a GAG trinucleotide repeat (TNR) polymorphism in the GSH key synthesizing enzyme glutamate-cysteine-ligase (GCL) catalytic subunit (GCLC) gene. The most common TNR genotype 7/7 was more frequent in controls, whereas the rarest TNR genotype 8/8 was three times more frequent in patients. The disease-associated genotypes correlated with a decrease in GCLC protein expression, GCL activity and GSH content. Such a redox dysregulation during development could underlie the structural and functional anomalies in connectivity: In experimental models, GSH deficit induced anomalies similar to those observed in patients. (a) morphology: In animal models with GSH deficit during the development we observed in prefrontal cortex a decreased dendritic spines density in pyramidal cells and an abnormal development of parvalbumine (but not of calretinine) immunoreactive GABA interneurones in anterior cingulate cortex. (b) physiology: GSH depletion in hippocampal slices induces NMDA receptors hypofunction and an impairment of long term potentiation. In addition, GSH deficit affected the modulation of dopamine on NMDA-induced Ca 2+ response in cultured cortical neurons. While dopamine enhanced NMDA responses in control neurons, it depressed NMDA responses in GSH-depleted neurons. Antagonist of D2-, but not D1-receptors, prevented this depression, a mechanism contributing to the efficacy of antipsychotics. The redox sensitive ryanodine receptors and L-type calcium channels underlie these observations. (c) cognition: Developing rats with low [GSH] and high dopamine lead deficit in olfactory integration and in object recognition which appears earlier in males that females, in analogy to the delay of the psychosis onset between man and woman. Conclusion: These clinical and experimental evidence, combined with the favorable outcome of a clinical trial with N-Acetyl Cysteine, a GSH precursor, on both the negative symptoms (Berk et al., submitted) and the mismatch negativity in an auditory oddball paradigm supported the proposal that a GSH synthesis impairment of genetic origin represent, among other factors, one major risk factor in schizophrenia.

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Through significant developments and progresses in the last two decades, in vivo localized nuclear magnetic resonance spectroscopy (MRS) became a method of choice to probe brain metabolic pathways in a non-invasive way. Beside the measurement of the total concentration of more than 20 metabolites, (1)H MRS can be used to quantify the dynamics of substrate transport across the blood-brain barrier by varying the plasma substrate level. On the other hand, (13)C MRS with the infusion of (13)C-enriched substrates enables the characterization of brain oxidative metabolism and neurotransmission by incorporation of (13)C in the different carbon positions of amino acid neurotransmitters. The quantitative determination of the biochemical reactions involved in these processes requires the use of appropriate metabolic models, whose level of details is strongly related to the amount of data accessible with in vivo MRS. In the present work, we present the different steps involved in the elaboration of a mathematical model of a given brain metabolic process and its application to the experimental data in order to extract quantitative brain metabolic rates. We review the recent advances in the localized measurement of brain glucose transport and compartmentalized brain energy metabolism, and how these reveal mechanistic details on glial support to glutamatergic and GABAergic neurons.

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OBJECTIVE Streptozotocin (STZ) is the most widely used diabetogenic agent in animal models of islet transplantation. However, the immunomodifying effects of STZ and the ensuing hyperglycemia on lymphocyte subsets, particularly on T regulatory cells (Tregs), remain poorly understood. RESEARCH DESIGN AND METHODS This study evaluated how STZ-induced diabetes affects adaptive immunity and the consequences thereof on allograft rejection in murine models of islet and skin transplantation. The respective toxicity of STZ and hyperglycemia on lymphocyte subsets was tested in vitro. The effect of hyperglycemia was assessed independently of STZ in vivo by the removal of transplanted syngeneic islets, using an insulin pump, and with rat insulin promoter diphtheria toxin receptor transgenic mice. RESULTS Early lymphopenia in both blood and spleen was demonstrated after STZ administration. Direct toxicity of STZ on lymphocytes, particularly on CD8(+) cells and B cells, was shown in vitro. Hyperglycemia also correlated with blood and spleen lymphopenia in vivo but was not lymphotoxic in vitro. Independently of hyperglycemia, STZ led to a relative increase of Tregs in vivo, with the latter retaining their suppressive capacity in vitro. The higher frequency of Tregs was associated with Treg proliferation in the blood, but not in the spleen, and higher blood levels of transforming growth factor-β. Finally, STZ administration delayed islet and skin allograft rejection compared with naive mice. CONCLUSIONS These data highlight the direct and indirect immunosuppressive effects of STZ and acute hyperglycemia, respectively. Thus, these results have important implications for the future development of tolerance-based protocols and their translation from the laboratory to the clinic.