Using active learning for monitoring networks design: The example of wind power plants sites evaluation

Locating new wind farms is of crucial importance for energy policies of the next decade. To select the new location, an accurate picture of the wind fields is necessary. However, characterizing wind fields is a difficult task, since the phenomenon is highly nonlinear and related to complex topographical features. In this paper, we propose both a nonparametric model to estimate wind speed at different time instants and a procedure to discover underrepresented topographic conditions, where new measuring stations could be added. Compared to space filling techniques, this last approach privileges optimization of the output space, thus locating new potential measuring sites through the uncertainty of the model itself.

Automatic Mallampati Classification Using Active Appearance Models

Difficult tracheal intubation assessment is an important research topic in anesthesia as failed intubations are important causes of mortality in anesthetic practice. The modified Mallampati score is widely used, alone or in conjunction with other criteria, to predict the difficulty of intubation. This work presents an automatic method to assess the modified Mallampati score from an image of a patient with the mouth wide open. For this purpose we propose an active appearance models (AAM) based method and use linear support vector machines (SVM) to select a subset of relevant features obtained using the AAM. This feature selection step proves to be essential as it improves drastically the performance of classification, which is obtained using SVM with RBF kernel and majority voting. We test our method on images of 100 patients undergoing elective surgery and achieve 97.9% accuracy in the leave-one-out crossvalidation test and provide a key element to an automatic difficult intubation assessment system.

Small ubiquitin-like modifier conjugating enzyme with active site mutation acts as dominant negative inhibitor of SUMO conjugation in arabidopsis(F).

Small ubiquitin-like modifier (SUMO) conjugation affects a broad range of processes in plants, including growth, flower initiation, pathogen defense, and responses to abiotic stress. Here, we investigate in vivo and in vitro a SUMO conjugating enzyme with a Cys to Ser change in the active site, and show that it has a dominant negative effect. In planta expression significantly perturbs normal development, leading to growth retardation, early flowering and gene expression changes. We suggest that the mutant protein can serve as a probe to investigate sumoylation, also in plants for which poor genetic infrastructure precludes analysis via loss-of-function mutants.

MFGE8 does not influence chorio-retinal homeostasis or choroidal neovascularization in vivo.

PURPOSE: Milk fat globule-epidermal growth factor-factor VIII (MFGE8) is necessary for diurnal outer segment phagocytosis and promotes VEGF-dependent neovascularization. The prevalence of two single nucleotide polymorphisms (SNP) in MFGE8 was studied in two exsudative or "wet" Age-related Macular Degeneration (AMD) groups and two corresponding control groups. We studied the effect of MFGE8 deficiency on retinal homeostasis with age and on choroidal neovascularization (CNV) in mice. METHODS: The distribution of the SNP (rs4945 and rs1878326) of MFGE8 was analyzed in two groups of patients with "wet" AMD and their age-matched controls from Germany and France. MFGE8-expressing cells were identified in Mfge8(+/-) mice expressing ß-galactosidase. Aged Mfge8(+/-) and Mfge8(-/-) mice were studied by funduscopy, histology, electron microscopy, scanning electron microscopy of vascular corrosion casts of the choroid, and after laser-induced CNV. RESULTS: rs1878326 was associated with AMD in the French and German group. The Mfge8 promoter is highly active in photoreceptors but not in retinal pigment epithelium cells. Mfge8(-/-) mice did not differ from controls in terms of fundus appearance, photoreceptor cell layers, choroidal architecture or laser-induced CNV. In contrast, the Bruch's membrane (BM) was slightly but significantly thicker in Mfge8(-/-) mice as compared to controls. CONCLUSIONS: Despite a reproducible minor increase of rs1878326 in AMD patients and a very modest increase in BM in Mfge8(-/-) mice, our data suggests that MFGE8 dysfunction does not play a critical role in the pathogenesis of AMD.

Ecdysone triggered PGRP-LC expression controls Drosophila innate immunity.

Throughout the animal kingdom, steroid hormones have been implicated in the defense against microbial infection, but how these systemic signals control immunity is unclear. Here, we show that the steroid hormone ecdysone controls the expression of the pattern recognition receptor PGRP-LC in Drosophila, thereby tightly regulating innate immune recognition and defense against bacterial infection. We identify a group of steroid-regulated transcription factors as well as two GATA transcription factors that act as repressors and activators of the immune response and are required for the proper hormonal control of PGRP-LC expression. Together, our results demonstrate that Drosophila use complex mechanisms to modulate innate immune responses, and identify a transcriptional hierarchy that integrates steroid signalling and immunity in animals.

Role of the c-Jun N-terminal Kinase signaling in pancreatic β-cells

L'insuline est une hormone qui diminue la concentration de sucre dans le sang et qui est produite par la cellule β du pancréas. Un défaut de production de cette hormone est une des causes principales du diabète. Cette perte de production d'insuline est la conséquence à la fois, de la réduction du nombre de cellules β et du mauvais fonctionnement des cellules β restantes. L'inflammation, en activant la voie de signalisation «c-Jun N-terminal Kinase» (JNK) contribue au déclin de ces cellules. Cette voie de signalisation est activée par des protéines telles que des kinases qui reçoivent le signal de stress. Dans ce travail de thèse nous nous sommes intéressés à étudier le rôle de «Dual leucine zipper bearing kinase» (DLK) comme protéine capable de relayer le stress inflammatoire vers l'activation de la voie JNK dans les cellules β-pancréatiques. Nous montrons que DLK est présente dans les cellules β-pancréatiques et qu'elle agit effectivement comme un activateur de la voie de signalisation de JNK. En outre, DLK joue un rôle clé dans le contrôle de l'expression de l'insuline, de la sécrétion de l'insuline en réponse au glucose et au maintien de la survie des cellules β. Si l'expression de cette protéine diminue, la cellule produit moins d'insuline et sera plus sensible à la mort en réponse au stress inflammatoire. A l'inverse si l'expression de DLK est augmentée, la cellule β produit et secrète plus d'insuline. Des variations de l'expression de DLK sont par ailleurs, associées à l'état de santé de la cellule β. Chez la ratte en gestation ou la souris obèse, dans lesquelles la cellule β produit plus d'insuline, l'expression de DLK est augmentée. En revanche dans les cellules β des patients diabétiques, l'expression de DLK est diminuée par rapport aux cellules non malades. En résumé, DLK est nécessaire pour le bon fonctionnement de la cellule β-pancréatique et son expression corrèle avec le degré de santé des cellules, faisant que cette protéine pourrait être une cible thérapeutique potentiel. Les cellules β-pancréatiques ont la capacité de réguler la sécrétion d'insuline en s'adaptant précisément au stimulus et à la glycémie. La fonction de la cellule β est cruciale dans l'homéostasie du glucose puisque sa dysfonction et sa mort mènent au développement des diabètes de type 1 et 2. De nombreuses études suggèrent que l'inflammation pourrait avoir un rôle dans la dysfonction et la destruction de ces cellules dans le diabète de type 2. L'excès chronique de cytokines proinflammatoires accélère le dysfonctionnement de la cellule β pancréatique par un mécanisme qui implique la voie de signalisation «c-Jun N-terminal Kinase» (JNK). L'activation de cette voie est organisée par des protéines d'échafaudages. Elle se fait par trois étapes successives de phosphorylation impliquant une «Mitogen Activated Protein Kinase Kinase Kinase» (MAP3K), une MAP2K et JNK. Dans ce travail de thèse nous montrons l'expression abondante et spécifique de la MAP3K «Dual Leucine Zipper Bearing Kinase» (DLK) dans les cellules β pancréatiques. Cela est la conséquence de l'absence du répresseur transcriptionnel «Repressor Element 1 Silencing Transcription». Nous montrons également que DLK régule l'activation de JNK et qu'il s'avère nécessaire pour la fonction et la survie de la cellule β pancréatique par un mécanisme impliquant le facteur de transcription PDX-1. L'invalidation de l'expression de DLK diminue l'expression de l'insuline et potentialise l'apoptose induite par des cytokines proinflammatoires. A l'inverse, la surexpression de DLK augmente l'expression et la sécrétion d'insuline induites par le glucose. Par conséquent des niveaux d'expression appropriés de DLK sont déterminants pour la fonction et la survie de la cellule β pancréatique. L'obésité et la grossesse sont caractérisées par une hyperinsulinémie qui résulte d'une augmentation de la production et de la sécrétion de l'insuline. L'expression de DLK est augmentée dans des îlots de rattes gestantes et des souris obèses comparés à leurs contrôles respectifs. A l'inverse, dans des sujets diabétiques, l'expression de DLK est diminuée. Ensemble ces résultats montrent l'importance de DLK dans l'adaptation des îlots par un mécanisme qui pourrait impliquer la voie de signalisation de JNK. Des défauts dans cette voie régulée par DLK pourraient contribuer au dysfonctionnement et la mort de la cellule β pancréatique et par conséquent au développement du diabète. L'étude détaillée du mécanisme par lequel DLK active la voie de signalisation JNK et régule la fonction de la cellule β pancréatique pourrait ouvrir la voie des nouvelles thérapies ciblant l'amélioration de la fonction de la cellule β dans le diabète. - Pancreatic β-cells are evidently plastic in their ability to regulate insulin secretion. The quantity of insulin released by these cells varies according to the stimulus, and the prevailing glucose concentration, β-cell function is pivotal in glucose homeostasis, as their dysfunction, and death can lead to development of type 1 and type 2 diabetes. There are numerous reports so far underlying the role of inflammation in dysfunction, and destruction of β-cells, in both type 1 and type 2 diabetes. Chronic excess of pro¬inflammatory cytokines promotes a β-cell decline, via induction of the c-Jun N-terminal Kinase (JNK) pathway. The activation of the JNK pathway is organized by a scaffold protein-mediated module in which, a three-step phosphorylation cascade occurs. The latter includes, Mitogen activated protein kinase kinase kinase (MAP3K), MAP2K and JNK. In this thesis, we unveil that the MAP3K Dual Leucine Zipper Bearing Kinase (DLK) is selectively, and highly expressed in pancreatic β-cells, as the result from the absence of the transcriptional repressor named, Repressor Element 1 Silencing Transcription (REST). We show that DLK regulates activation of JNK, and is required for β-cell function and survival by modulating the PDX-1 transcription factor. Silencing of DLK expression diminishes insulin expression, and potentiated cytokine-mediated apoptosis. Conversely, overexpression of DLK increased insulin expression, and glucose-induced insulin secretion. Therefore, an appropriate level of DLK is critical for β-cell function and survival. Obesity and pregnancy are characterized by hyperinsulinemia resulting from an increased production and secretion of insulin. In isolated islets of pregnant rats, and obese mice, the expression of DLK was elevated when compared to their respective controls. However, decreased expression of DLK was observed in islets of individuals with diabetes. Taken together, we highlight the importance of DLK in islet adaptation, and describe a mechanism that may involve the JNK signaling. Deficiency in the JNK pathway regulated by DLK may contribute to β-cell failure and death, and thereby development of diabetes. Unraveling the mechanism whereby DLK activates the JNK pathway, and β-cell function, may pave the way for the design of novel therapies, aiming to improve β-cell function and survival in diabetes in general.

Fecal calprotectin more accurately reflects endoscopic activity of ulcerative colitis than the Lichtiger Index, C-reactive protein, platelets, hemoglobin, and blood leukocytes.

BACKGROUND: The correlation between noninvasive markers with endoscopic activity according to the modified Baron Index in patients with ulcerative colitis (UC) is unknown. We aimed to evaluate the correlation between endoscopic activity and fecal calprotectin (FC), C-reactive protein (CRP), hemoglobin, platelets, blood leukocytes, and the Lichtiger Index (clinical score). METHODS: UC patients undergoing complete colonoscopy were prospectively enrolled and scored clinically and endoscopically. Samples from feces and blood were analyzed in UC patients and controls. RESULTS: We enrolled 228 UC patients and 52 healthy controls. Endoscopic disease activity correlated best with FC (Spearman's rank correlation coefficient r = 0.821), followed by the Lichtiger Index (r = 0.682), CRP (r = 0.556), platelets (r = 0.488), blood leukocytes (r = 0.401), and hemoglobin (r = -0.388). FC was the only marker that could discriminate between different grades of endoscopic activity (grade 0, 16 [10-30] μg/g; grade 1, 35 [25-48] μg/g; grade 2, 102 [44-159] μg/g; grade 3, 235 [176-319] μg/g; grade 4, 611 [406-868] μg/g; P < 0.001 for discriminating the different grades). FC with a cutoff of 57 μg/g had a sensitivity of 91% and a specificity of 90% to detect endoscopically active disease (modified Baron Index ≥ 2). CONCLUSIONS: FC correlated better with endoscopic disease activity than clinical activity, CRP, platelets, hemoglobin, and blood leukocytes. The strong correlation with endoscopic disease activity suggests that FC represents a useful biomarker for noninvasive monitoring of disease activity in UC patients.

Dynamin-SNARE interactions control trans-SNARE formation in intracellular membrane fusion.

The fundamental processes of membrane fission and fusion determine size and copy numbers of intracellular organelles. Although SNARE proteins and tethering complexes mediate intracellular membrane fusion, fission requires the presence of dynamin or dynamin-related proteins. Here we study these reactions in native yeast vacuoles and find that the yeast dynamin homologue Vps1 is not only an essential part of the fission machinery, but also controls membrane fusion by generating an active Qa SNARE-tethering complex pool, which is essential for trans-SNARE formation. Our findings provide new insight into the role of dynamins in membrane fusion by directly acting on SNARE proteins.

Kaposi sarcoma herpes virus antibody response and viremia following highly active antiretroviral therapy in the Swiss HIV Cohort study.

OBJECTIVE: To describe the effect of HAART on Kaposi sarcoma herpes virus (KSHV) antibody response and viremia among HIV-positive MSM. DESIGN: A follow-up study of 272 HIV-positive MSM (including 22 with Kaposi sarcoma) who first initiated HAART between January 1996 and July 2004 in the Swiss HIV Cohort Study. METHODS: For each individual, two serum samples, one at HAART initiation and another 24 months later, were tested for latent and lytic KSHV antibodies using immunofluorescence assays, and for KSHV viremia using PCR. Factors associated with changes in KSHV antibody titers and viremia were evaluated. RESULTS: At HAART initiation, 69.1 and 75.0% of patients were seropositive to latent and lytic KSHV antibodies, respectively. Seropositivity was associated with the presence of Kaposi sarcoma, older age, lower CD8 cell count and higher CD4/CD8 ratio. Prevalence of KSHV viremia at HAART initiation was 6.4%, being significantly higher among patients with Kaposi sarcoma (35.0%), and those with HIV viral loads 100 000 copies/ml (11.7%) or higher. At 24-month follow-up, geometric mean titers (GMTs) among KSHV seropositive patients increased and antibody seroprevalence was higher. Having Kaposi sarcoma and/or CD4 cell counts less than 50 cells/microl at HAART initiation was associated both with higher probability for antibody titers to increase (including seroconversion) and larger increases in GMTs. Only one of 17 viremic patients at HAART initiation had viremia at 24-month follow-up. CONCLUSION: HAART increases KSHV-specific humoral immune response and clearance of viremia among HIV-infected MSM, consistent with the dramatic protection offered by HAART against Kaposi sarcoma.

Effect of the host specific treatment in the phagocytosis of Trypanosoma cruzi blood forms by mouse peritoneal macrophages

Single doses of drugs active aginst Trypanosoma cruzi (megazol, nifurtimox and benznidazole) induce a rapid clearence of the blood parasites in experimentally infected mice. Furthermore, the in vitro phagocytosis and intracellular destruction by mouse peritoneal macrophage of blood forms collected from the treatment animals is strongly enhanced as compared with parasites from untreated controls. The uptake of the blood forms by macrophages is significantly higher with megazol than with benznidazole and nifurtimox, a finding that concurs with data showing that megazol is also the most active compound in the living host. The possibility that macrophages participate in a synergic effect between the host immune response and chemotherapeutic effect is discussed.

HCF-1 is cleaved in the active site of O-GlcNAc transferase.

Host cell factor-1 (HCF-1), a transcriptional co-regulator of human cell-cycle progression, undergoes proteolytic maturation in which any of six repeated sequences is cleaved by the nutrient-responsive glycosyltransferase, O-linked N-acetylglucosamine (O-GlcNAc) transferase (OGT). We report that the tetratricopeptide-repeat domain of O-GlcNAc transferase binds the carboxyl-terminal portion of an HCF-1 proteolytic repeat such that the cleavage region lies in the glycosyltransferase active site above uridine diphosphate-GlcNAc. The conformation is similar to that of a glycosylation-competent peptide substrate. Cleavage occurs between cysteine and glutamate residues and results in a pyroglutamate product. Conversion of the cleavage site glutamate into serine converts an HCF-1 proteolytic repeat into a glycosylation substrate. Thus, protein glycosylation and HCF-1 cleavage occur in the same active site.