Characterization of Reward Functions in Networks with Costs

In this paper we study network structures in which the possibilities for cooperation are restricted and can not be described by a cooperative game. The benefits of a group of players depend on how these players are internally connected. One way to represent this type of situations is the so-called reward function, which represents the profits obtainable by the total coalition if links can be used to coordinate agents' actions. The starting point of this paper is the work of Vilaseca et al. where they characterized the reward function. We concentrate on those situations where there exist costs for establishing communication links. Given a reward function and a costs function, our aim is to analyze under what conditions it is possible to associate a cooperative game to it. We characterize the reward function in networks structures with costs for establishing links by means of two conditions, component permanence and component additivity. Finally, an economic application is developed to illustrate the main theoretical result.

Molecular characterization of a human matrix attachment region epigenetic regulator.

Matrix attachment regions (MAR) generally act as epigenetic regulatory sequences that increase gene expression, and they were proposed to partition chromosomes into loop-forming domains. However, their molecular mode of action remains poorly understood. Here, we assessed the possible contribution of the AT-rich core and adjacent transcription factor binding motifs to the transcription augmenting and anti-silencing effects of human MAR 1-68. Either flanking sequences together with the AT-rich core were required to obtain the full MAR effects. Shortened MAR derivatives retaining full MAR activity were constructed from combinations of the AT-rich sequence and multimerized transcription factor binding motifs, implying that both transcription factors and the AT-rich microsatellite sequence are required to mediate the MAR effect. Genomic analysis indicated that MAR AT-rich cores may be depleted of histones and enriched in RNA polymerase II, providing a molecular interpretation of their chromatin domain insulator and transcriptional augmentation activities.

Antagonistic functions of LMNA isoforms in energy expenditure and lifespan.

Alternative RNA processing of LMNA pre-mRNA produces three main protein isoforms, that is, lamin A, progerin, and lamin C. De novo mutations that favor the expression of progerin over lamin A lead to Hutchinson-Gilford progeria syndrome (HGPS), providing support for the involvement of LMNA processing in pathological aging. Lamin C expression is mutually exclusive with the splicing of lamin A and progerin isoforms and occurs by alternative polyadenylation. Here, we investigate the function of lamin C in aging and metabolism using mice that express only this isoform. Intriguingly, these mice live longer, have decreased energy metabolism, increased weight gain, and reduced respiration. In contrast, progerin-expressing mice show increased energy metabolism and are lipodystrophic. Increased mitochondrial biogenesis is found in adipose tissue from HGPS-like mice, whereas lamin C-only mice have fewer mitochondria. Consistently, transcriptome analyses of adipose tissues from HGPS and lamin C-only mice reveal inversely correlated expression of key regulators of energy expenditure, including Pgc1a and Sfrp5. Our results demonstrate that LMNA encodes functionally distinct isoforms that have opposing effects on energy metabolism and lifespan in mammals.

Redundant functions of TCF-1 and LEF-1 during T and NK cell development, but unique role of TCF-1 for Ly49 NK cell receptor acquisition.

Members of the TCF/LEF (T cell factor / lymphoid enhancer factor) family of DNA-binding factors play important roles during embryogenesis, the establishment and/or maintenance of self-renewing tissues such as the immune system and for malignant transformation. Specifically, it has been shown that TCF-1 is required for T cell development. A role for LEF-1 became apparent when mice harbored two hypomorphic TCF-1 alleles and consequently expressed low levels of TCF-1. Here we show that NK cell development is similarly regulated by redundant functions of TCF-1 and LEF-1, whereby TCF-1 contributes significantly more to NK cell development than LEF-1. Despite this role for NK cell development, LEF-1 is not required for the establishment of a repertoire of MHC class I-specific Ly49 receptors on NK cells. The proper formation of this repertoire depends to a large extent on TCF-1. These findings suggest common and distinct functions of TCF-1 and LEF-1 during lymphocyte development.

Image-Based Coral Reef Classification and Thematic Mapping

This paper presents a novel image classification scheme for benthic coral reef images that can be applied to both single image and composite mosaic datasets. The proposed method can be configured to the characteristics (e.g., the size of the dataset, number of classes, resolution of the samples, color information availability, class types, etc.) of individual datasets. The proposed method uses completed local binary pattern (CLBP), grey level co-occurrence matrix (GLCM), Gabor filter response, and opponent angle and hue channel color histograms as feature descriptors. For classification, either k-nearest neighbor (KNN), neural network (NN), support vector machine (SVM) or probability density weighted mean distance (PDWMD) is used. The combination of features and classifiers that attains the best results is presented together with the guidelines for selection. The accuracy and efficiency of our proposed method are compared with other state-of-the-art techniques using three benthic and three texture datasets. The proposed method achieves the highest overall classification accuracy of any of the tested methods and has moderate execution time. Finally, the proposed classification scheme is applied to a large-scale image mosaic of the Red Sea to create a completely classified thematic map of the reef benthos

Genome-wide prediction of matrix attachment regions that increase gene expression in mammalian cells.

Gene transfer in eukaryotic cells and organisms suffers from epigenetic effects that result in low or unstable transgene expression and high clonal variability. Use of epigenetic regulators such as matrix attachment regions (MARs) is a promising approach to alleviate such unwanted effects. Dissection of a known MAR allowed the identification of sequence motifs that mediate elevated transgene expression. Bioinformatics analysis implied that these motifs adopt a curved DNA structure that positions nucleosomes and binds specific transcription factors. From these observations, we computed putative MARs from the human genome. Cloning of several predicted MARs indicated that they are much more potent than the previously known element, boosting the expression of recombinant proteins from cultured cells as well as mediating high and sustained expression in mice. Thus we computationally identified potent epigenetic regulators, opening new strategies toward high and stable transgene expression for research, therapeutic production or gene-based therapies.

Self-Organising Maps and Correlation Analysis as a Tool to Explore Patterns in Excitation-Emission Matrix Data Sets and to Discriminate Dissolved Organic Matter Fluorescence Components

Dissolved organic matter (DOM) is a complex mixture of organic compounds, ubiquitous in marine and freshwater systems. Fluorescence spectroscopy, by means of Excitation-Emission Matrices (EEM), has become an indispensable tool to study DOM sources, transport and fate in aquatic ecosystems. However the statistical treatment of large and heterogeneous EEM data sets still represents an important challenge for biogeochemists. Recently, Self-Organising Maps (SOM) has been proposed as a tool to explore patterns in large EEM data sets. SOM is a pattern recognition method which clusterizes and reduces the dimensionality of input EEMs without relying on any assumption about the data structure. In this paper, we show how SOM, coupled with a correlation analysis of the component planes, can be used both to explore patterns among samples, as well as to identify individual fluorescence components. We analysed a large and heterogeneous EEM data set, including samples from a river catchment collected under a range of hydrological conditions, along a 60-km downstream gradient, and under the influence of different degrees of anthropogenic impact. According to our results, chemical industry effluents appeared to have unique and distinctive spectral characteristics. On the other hand, river samples collected under flash flood conditions showed homogeneous EEM shapes. The correlation analysis of the component planes suggested the presence of four fluorescence components, consistent with DOM components previously described in the literature. A remarkable strength of this methodology was that outlier samples appeared naturally integrated in the analysis. We conclude that SOM coupled with a correlation analysis procedure is a promising tool for studying large and heterogeneous EEM data sets.

Covariance Matrix Estimation and Mean-Variance Optimization in application to International Diversification

Tutkimus keskittyy kansainväliseen hajauttamiseen suomalaisen sijoittajan näkökulmasta. Tutkimuksen toinen tavoite on selvittää tehostavatko uudet kovarianssimatriisiestimaattorit minimivarianssiportfolion optimointiprosessia. Tavallisen otoskovarianssimatriisin lisäksi optimoinnissa käytetään kahta kutistusestimaattoria ja joustavaa monimuuttuja-GARCH(1,1)-mallia. Tutkimusaineisto koostuu Dow Jonesin toimialaindekseistä ja OMX-H:n portfolioindeksistä. Kansainvälinen hajautusstrategia on toteutettu käyttäen toimialalähestymistapaa ja portfoliota optimoidaan käyttäen kahtatoista komponenttia. Tutkimusaieisto kattaa vuodet 1996-2005 eli 120 kuukausittaista havaintoa. Muodostettujen portfolioiden suorituskykyä mitataan Sharpen indeksillä. Tutkimustulosten mukaan kansainvälisesti hajautettujen investointien ja kotimaisen portfolion riskikorjattujen tuottojen välillä ei ole tilastollisesti merkitsevää eroa. Myöskään uusien kovarianssimatriisiestimaattoreiden käytöstä ei synnytilastollisesti merkitsevää lisäarvoa verrattuna otoskovarianssimatrisiin perustuvaan portfolion optimointiin.

Modelling the Knowledge Interface between Sales and Production Functions of a Company. Case: New Service Development Process.

Yrityksen sisäisten rajapintojen tunteminen mahdollistaa tiedonvaihdon hallinnan läpi organisaation. Idean muokkaaminen kannattavaksi innovaatioksi edellyttää organisaation eri osien läpi kulkevaa saumatonta prosessiketjua sekä tietovirtaa. Tutkielman tavoitteena oli mallintaa organisaation kahden toiminnallisesti erilaisen osan välinen tiedon vaihto. Tiedon vaihto kuvattiin rajapintana, tietoliittymänä. Kolmiulotteinen organisaatiomalli muodosti tutkimuksen pääteorian. Se kytkettiin yrityksen tuotanto- ja myyntiosiin, kuten myös BestServ-projektin kehittämään uuteen palvelujen kehittämisen prosessiin. Uutta palvelujen kehittämisen prosessia laajennettiin ISO/IEC 15288 standardin kuvaamalla prosessimallilla. Yritysarkkitehtuurikehikoita käytettiin mallintamisen perustana. Tietoliittymä nimenä kuvastaa näkemystä siitä, että tieto [tietämys] on olemukseltaan yksilöiden tai ryhmien välistä. Mallinnusmenetelmät eivät kuitenkaan vielä mahdollista tietoon [tietämykseen] liittyvien kaikkien ominaisuuksien mallintamista. Tietoliittymän malli koostuu kolmesta osasta, joista kaksi esitetään graafisessa muodossa ja yksi taulukkona. Mallia voidaan käyttää itsenäisesti tai osana yritysarkkitehtuuria. Teollisessa palveluliiketoiminnassa sekä tietoliittymän mallinnusmenetelmä että sillä luotu malli voivat auttaa konepajateollisuuden yritystä ymmärtämään yrityksen kehittämistarpeet ja -kohteet, kun se haluaa palvelujen tuottamisella suuremman roolin asiakasyrityksen liiketoiminnassa. Tietoliittymän mallia voidaan käyttää apuna organisaation tietovarannon ja tietämyksen mallintamisessa sekä hallinnassa ja näin pyrkiä yhdistämään ne yrityksen strategiaa palvelevaksi kokonaisuudeksi. Tietoliittymän mallinnus tarjoaa tietojohtamisen kauppatieteelliselle tutkimukselle menetelmällisyyden tutkia innovaatioiden hallintaa sekä organisaation uudistumiskykyä. Kumpikin tutkimusalue tarvitsevat tarkempaa tietoa ja mahdollisuuksia hallita tietovirtoja, tiedon vaihtoa sekä organisaation tietovarannon käyttöä.

Different concentrations of Mg++ ions affect nuclear matrix protein distribution during thermal stabilization of isolated nuclei.

The nuclear matrix, a proteinaceous network believed to be a scaffolding structure determining higher-order organization of chromatin, is usually prepared from intact nuclei by a series of extraction steps. In most cell types investigated the nuclear matrix does not spontaneously resist these treatments but must be stabilized before the application of extracting agents. Incubation of isolated nuclei at 37C or 42C in buffers containing Mg++ has been widely employed as stabilizing agent. We have previously demonstrated that heat treatment induces changes in the distribution of three nuclear scaffold proteins in nuclei prepared in the absence of Mg++ ions. We studied whether different concentrations of Mg++ (2.0-5 mM) affect the spatial distribution of nuclear matrix proteins in nuclei isolated from K562 erythroleukemia cells and stabilized by heat at either 37C or 42C. Five proteins were studied, two of which were RNA metabolism-related proteins (a 105-kD component of splicing complexes and an RNP component), one a 126-kD constituent of a class of nuclear bodies, and two were components of the inner matrix network. The localization of proteins was determined by immunofluorescent staining and confocal scanning laser microscope. Mg++ induced significant changes of antigen distribution even at the lowest concentration employed, and these modifications were enhanced in parallel with increase in the concentration of the divalent cation. The different sensitivity to heat stabilization and Mg++ of these nuclear proteins might reflect a different degree of association with the nuclear scaffold and can be closely related to their functional or structural role.

Bandlimited Lipschitz functions

We study the space of bandlimited Lipschitz functions in one variable. In particular we provide a geometrical description of interpolating and sampling sequences for this space. We also give a description of the trace of such functions to sequences of critical density in terms of a cancellation condition.

Molecular mechanisms of follicular associated epithelium differentiation

Les muqueuses respiratoires, genitales et digestives sont continuellement exposées aux antigènes de l?alimentation, à la flore intestinale et aux pathogènes. Cela implique une activité immunologique intense et finement régulée dans ces tissus. On admet que la modulation de ces réponses immunitaires muqueuses s?effectue dans des organes sentinels spécifiques appelés o-MALT (organized mucosal associated lymphoid tissues). Ces processus de modulation et la biologie de ces sites immuno-inducteurs sont peu connus. Ceci est pourtant d?une grande relevance si l?on veut faire un design rationnel de drogues et de vaccins muqueux. Dans l?intestin grèle, ces organes sont composés de follicules multiples et sont appelés plaques de Peyer. Ils sont constitués de follicules enrichis en cellules B comprenant ou non un centre germinatif, de regions interfolliculaires comprenant des cellules T, et d?une région en d ome riche en cellules dendritiques, cellules B naives et cellules T CD4+, surmontée par un epithelium specialisé, le FAE (epithelium associé aux follicules). Le FAE contient des cellules M spécialisées dans le transport de macromolécules et micro-organismes de la lumière intestinale au tissu lymphoide sous-jacent. Ce transport des antigènes est une condition obligatoire pour induire une réponse immunitaire. Les cellules du FAE, outre les cellules M, expriment un programme de différenciation distinct de celui des cellules associées aux villosités. Ceci est characterisé par une baisse des fonctions digestives et de défenses, et l?expression constitutive des chimiokines: CCL20 et CCL25. Le but de l?étude présentée ici est de rechercher les facteurs cellulaires et/ou moléculaire responsables de cette différenciation. Certaines études ont démontré l?importance du contact entre le compartiment mésenchymateux et l?épithelium pour la morphogenèse de ce dernier. En particulier, les molécules de la matrice extracellulaire peuvent activer des gènes clefs qui, à leur tour, vont controler l?adhésion et la differenciation cellulaire. Dans l?intestin, les cellules mésenchymateuses différencient en myofibroblastes qui participent à l?élaboration de la matrice extracellulaire. Dans cette étude, nous avons décrit les différences d?expression de molécules de la matrices sous le FAE et les villosités. Nous avons également montré une absence de myofibroblastes sous le FAE. Suite à plusieurs évidences expérimentales, certains ont proposé une influence des composés présents dans la lumière sur la différenciation et/ou la maturation des plaques de Peyer. La chimiokine CCL20, capable de recruter des cellules initiatrices de la réponse immunitaire, constitue notre seul marqueur positif de FAE. Nous avons pu montrer que la flagelline, un composé du flagelle bactérien, était capable d?induire l?expression de CCL20 in vitro et in vivo. Cet effet n?est pas limité aux cellules du FAE mais est observé sur l?ensemble de l?épithelium intestinal. Molecular mechanisms of FAE differenciation. La signalement induit par la lymphotoxine ß est critique pour l?organogenèse des plaques de Peyer, car des souris déficientes pour cette molécules ou son récepteur n?ont ni plaque de Peyer, ni la plupart des ganglions lymphatiques. Nous avons obtenus plusieurs évidences que la lymphotoxine ß était impliquée dans la régulation du gène CCL20 in vitro et in vivo.<br/><br/>Mucosal surfaces of the respiratory, genital and digestive systems are exposed to food antigens, normal bacterial flora and oral pathogens. This justifies an intense and tuned immunological activity in mucosal tissues. The modulation of immune responses in the mucosa is thought to occur in specific sentinel sites, the organized mucosa associated lymphoid tissues (o-MALT). This immune modulation and the biology of these immune-inductive sites are poorly understood but highly important and relevant in the case of drugs and vaccines design. In the small intestine, these organs (gut associated lymphoid tissue : GALT) consists of single or multiple lymphoid follicles, the so-called Peyer?s patches (PP), with typical B cell-enriched follicles and germinal centers, inter-follicular T cell areas, and a dome region enriched in dendritic cells, naive B cells, and CD4+ T cells under a specialized follicle associated epithelium (FAE). To trigger protective immunity, antigens have to cross the mucosal epithelial barrier. This is achieved by the specialized epithelial M cells of the FAE that are able to take up and transport macromolecules and microorganisms from the environment into the underlying organized lymphoid tissue. The ontogeny of M cells remains controversial: some data are in favor of a distinct cell lineage, while others provide evidence for the conversion of differentiated enterocytes into M cells. In this study we mapped the proliferative, M cells and apoptotic compartments along the FAE. Enterocytes acquire transient M cell features as they leave the crypt and regain enterocyte properties as they move towards the apoptotic compartment at the apex of the FAE, favouring the hypothesis of a plastic phenotype. The follicle-associated epithelium (FAE) is found exclusively over lymphoid follicles in mucosal tissues, including Peyer?s patches. The enterocytes over Peyer?s patches express a distinct phenotype when compared to the villi enterocytes, characterized by the down regulation of digestive and defense functions and the constitutive expression of chemokines, i.e. CCL20 and CCL25. The purpose of this study was to investigate and identify the potential cells and/or molecules instructing FAE differentiation. Contact between the epithelial and the mesenchymal cell compartment is required for gut morphogenesis. Extracellular matrix molecules (ECM) can activate key regulatory genes which in turn control cell adhesion and differentiation. In the gut, mesenchymal cells differentiate into myofibroblats that participate to the elaboration of ECM. We have described a differential expression of extracellular matrix components under the FAE, correlating with the absence of subepithelial myofibroblats. Molecular mechanisms of FAE differenciation. Different studies proposed an influence of the luminal compartment in the differentiation and/or the maturation of PP. CCL20, a chemokine able to recruit cells that initiate adaptive immunity constitutes our first positive FAE molecular marker. We have shown that CCL20 gene expression is inducible in vitro and in vivo in intestinal epithelium by flagellin, a component of bacterial flagella. This effect was not restricted to the FAE. Lymphotoxin ß (LTß) signaling is critical for PPs organogenesis as LT deficient mice as well as LTß-receptor-/- mice lack PPs and most of the lymph nodes (LN). The continuous signaling via LTßR-expressing cells appears necessary for the maintenance throughout the life of PP architecture. We obtained in vitro and in vivo evidence that LTß signalling is involved in CCL20 gene expression.

Role of mutations in the phosphoprotein on RNA polymerase activity of canine distemper virus following cell culture adaptation

Abstract: The canine distemper virus A75/17 wild-type strain, which is unable to replicate in cell lines, was adapted to growth in Vero cells. Sequence comparison between the A75/17 and the Vero cell-adapted A75/17-V virus revealed 7 amino acid differences between the 2 viruses. Three of these were located in the matrix protein, three in the phosphoprotein also changing the V protein but not the C protein and one in the large protein. The phosphoprotein and the large protein constituted the viral RNA polymerase whose activity was studied by transfection experiments using a reverse genetic system with a plasmid encoding a minireplicon and expression plasmids encoding the nucleocapsid protein and the viral RNA polymerase subunits. Surprinsingly, the enzyme of A75/17 CDV was significantly more active in cell lines compared to the polymerase of A75/17-V CDV. The decrease in overall enzyme activity was found to be due to both decreased replication and transcription activity. This polymerase attenuation was confirmed in CHO cells infection stably expressing the dog SLAM receptor mainly found in dog's lymphoid organs and allowing both virus strains to enter these cells at the same efficiency. A75/17-V CDV replicated more slowly in CHODogSLAM cells than A75/17 CDV and syncytium formation was significantly decreased compared to A75/17 infected CHODogSLAM cells.. Cell culture adaptation lead to an attenuated virus strain both in vitro and in vivo with decreased polymerase activity and syncytium forming capability showing an important role of the polymerase in determining the phenoytpe of the virus. In addition, this reduced phenotype of A75/17-V CDV was shown to be due to the P mutations in the P protein only, showing an important function of the polycistronic P gene in the adaptation process. The role of the matrix protein was found not to have any effect on polymerase activity, however its participation in the adaptation process still needs to be elucidated. The accessory proteins V and C were shown to act on polymerase activity, but their functions in virus pathogenicity and in inhibiting the interferon system have not been studied in this thesis. The V proteins have an activating effect on the polymerase of both the A75/17 and the A75/17-V CDV strains. Although the C protein amino acid sequence was not changed during adaptation of wild-type canine distemper virus in Vero cells, the C protein was demonstrated to have opposite effects on polymerase activity of both virus strains suggesting a different interaction of the C protein with the proteins forming the polymerase complex, which could modulate polymeras activity. These effects were demonstrated by transfection experiments and studying recombinant viruses not expressing the C protein. Thus, the abrogation of the C protein decrease the activity of the wild-type polymerase. In contrast, the polymerase activity of the Vero cell- adapted virus is enhanced in the absence of the C protein and this has also been demonstrated with a recombinant virus, which grew faster in the first 48 hours of infection. Future studies will focus on the generation of recombinant wild-type viruses, which should be very helpful in understanding the molecular mechanisms underlying the adaptation process and the loss of pathogenicity.