C4 Photosynthesis evolved in grasses via parallel adaptive genetic changes.

Phenotypic convergence is a widespread and well-recognized evolutionary phenomenon. However, the responsible molecular mechanisms remain often unknown mainly because the genes involved are not identified. A well-known example of physiological convergence is the C4 photosynthetic pathway, which evolved independently more than 45 times [1]. Here, we address the question of the molecular bases of the C4 convergent phenotypes in grasses (Poaceae) by reconstructing the evolutionary history of genes encoding a C4 key enzyme, the phosphoenolpyruvate carboxylase (PEPC). PEPC genes belong to a multigene family encoding distinct isoforms of which only one is involved in C4 photosynthesis [2]. By using phylogenetic analyses, we showed that grass C4 PEPCs appeared at least eight times independently from the same non-C4 PEPC. Twenty-one amino acids evolved under positive selection and converged to similar or identical amino acids in most of the grass C4 PEPC lineages. This is the first record of such a high level of molecular convergent evolution, illustrating the repeatability of evolution. These amino acids were responsible for a strong phylogenetic bias grouping all C4 PEPCs together. The C4-specific amino acids detected must be essential for C4 PEPC enzymatic characteristics, and their identification opens new avenues for the engineering of the C4 pathway in crops.

Probabilistic algorithms for blind adaptive multiuser detection

In this paper, two probabilistic adaptive algorithmsfor jointly detecting active users in a DS-CDMA system arereported. The first one, which is based on the theory of hiddenMarkov models (HMM’s) and the Baum–Wech (BW) algorithm,is proposed within the CDMA scenario and compared withthe second one, which is a previously developed Viterbi-basedalgorithm. Both techniques are completely blind in the sense thatno knowledge of the signatures, channel state information, ortraining sequences is required for any user. Once convergencehas been achieved, an estimate of the signature of each userconvolved with its physical channel response (CR) and estimateddata sequences are provided. This CR estimate can be used toswitch to any decision-directed (DD) adaptation scheme. Performanceof the algorithms is verified via simulations as well as onexperimental data obtained in an underwater acoustics (UWA)environment. In both cases, performance is found to be highlysatisfactory, showing the near–far resistance of the analyzed algorithms.

Statistical reference criteria for adaptive signal processing in digital communications

A general criterion for the design of adaptive systemsin digital communications called the statistical reference criterionis proposed. The criterion is based on imposition of the probabilitydensity function of the signal of interest at the outputof the adaptive system, with its application to the scenario ofhighly powerful interferers being the main focus of this paper.The knowledge of the pdf of the wanted signal is used as adiscriminator between signals so that interferers with differingdistributions are rejected by the algorithm. Its performance isstudied over a range of scenarios. Equations for gradient-basedcoefficient updates are derived, and the relationship with otherexisting algorithms like the minimum variance and the Wienercriterion are examined.

Cuticular defects lead to full immunity to a major plant pathogen.

In addition to its role as a barrier, the cuticle is also a source of signals perceived by invading fungi. Cuticular breakdown products have been shown previously to be potent inducers of cutinase or developmental processes in fungal pathogens. Here the question was addressed as to whether plants themselves can perceive modifications of the cuticle. This was studied using Arabidopsis thaliana plants with altered cuticular structure. The expression of a cell wall-targeted fungal cutinase in A. thaliana was found to provide total immunity to Botrytis cinerea. The response observed in such cutinase-expressing plants is independent of signal transduction pathways involving salicylic acid, ethylene or jasmonic acid. It is accompanied by the release of a fungitoxic activity and increased expression of members of the lipid transfer protein, peroxidase and protein inhibitor gene families that provide resistance when overexpressed in wild-type plants. The same experiments were made in the bodyguard (bdg) mutant of A. thaliana. This mutant exhibits cuticular defects and remained free of symptoms after inoculation with B. cinerea. The expression of resistance was accompanied by the release of a fungitoxic activity and increased expression of the same genes as observed in cutinase-expressing plants. Structural defects of the cuticle can thus be converted into an effective multi-factorial defence, and reveal a hitherto hidden aspect of the innate immune response of plants.

Regulation of innate immunity by signaling pathways emerging from the endoplasmic reticulum.

The innate immune system has evolved the capacity to detect specific pathogens and to interrogate cell and tissue integrity in order to mount an appropriate immune response. Loss of homeostasis in the endoplasmic reticulum (ER) triggers the ER-stress response, a hallmark of many inflammatory and infectious diseases. The IRE1/XBP1 branch of the ER-stress signaling pathway has been recently shown to regulate and be regulated by innate immune signaling pathways in both the presence and absence of ER-stress. By contrast, innate immune pathways negatively affect the activation of two other branches of the ER-stress response as evidenced by reduced expression of the pro-apoptotic transcription factor CHOP. Here we will discuss how innate immune pathways and ER-signaling intersect to regulate the intensity and duration of innate immune responses.

Cutting edge: alum adjuvant stimulates inflammatory dendritic cells through activation of the NALP3 inflammasome.

Adjuvants are vaccine additives that stimulate the immune system without having any specific antigenic effect of itself. In this study we show that alum adjuvant induces the release of IL-1beta from macrophages and dendritic cells and that this is abrogated in cells lacking various NALP3 inflammasome components. The NALP3 inflammasome is also required in vivo for the innate immune response to OVA in alum. The early production of IL-1beta and the influx of inflammatory cells into the peritoneal cavity is strongly reduced in NALP3-deficient mice. The activation of adaptive cellular immunity to OVA-alum is initiated by monocytic dendritic cell precursors that induce the expansion of Ag-specific T cells in a NALP3-dependent way. We propose that, in addition to TLR stimulators, agonists of the NALP3 inflammasome should also be considered as vaccine adjuvants.

Adaptive changes in a radial maze task: Efficient selection of baited arms with reduced foraging in senescent hooded rats

Qualitative differences in strategy selection during foraging in a partially baited maze were assessed in young and old rats. The baited and non-baited arms were at a fixed position in space and marked by a specific olfactory cue. The senescent rats did more re-entries during the first four-trial block but were more rapid than the young rats in selecting the reinforced arms during the first visits. Dissociation between the olfactory spatial cue reference by rotating the maze revealed that only few old subjects relied on olfactory cues to select the baited arms and the remainder relied mainly on the visuo-spatial cues.

Immunology of viral disease, how to curb persistent infection

1. 1. Summaries 1.1. Preamble and extended abstract The present thesis dissertation addresses the question of antiviral immunity from the particular standpoint of the adaptive T cell-mediated immune response. The experimental work is presented in the form of three published articles (two experimental articles and one review article, see sections 4.1, 4.2 and 4.3 on pages 73, 81 and 91, respectively), describing advances both in our understanding of viral control by CD8 T lymphocytes, and in vaccine development against the Human Immunodeficiency Virus Type 1 (HIV-1). Because the articles focus on rather specialized areas of antiviral immunity, the article sections are preceded by a general introduction (section 3) on the immune system in general, and on four viruses that were addressed in the experimental work, namely HIV-1, Cytomegalovirus (CMV), Epstein Barr Virus (EBV) and Influenzavirus (Flu). This introduction section is aimed at providing a glimpse on viral molecular biology and immunity, to help the hypothetical non-expert reader proceeding into the experimental part. For this reason, each section is presented as individual entity and can be consulted separately. The four viruses described are of peculiar relevance to immunity because they induce an array of opposite host responses. Flu causes a self limiting disease after which the virus is eradicated. CMV and EBV cause pauci-symptomatic or asymptomatic diseases after which the viruses establish lifelong latency in the host cells, but are kept in check by immunity. Eventually, HIV-1 establishes both latency - by inserting its genome into the host cell chromosome - and proceeds in destroying the immune system in a poorly controlled fashion. Hence, understanding the fundamental differences between these kinds of viral host interactions might help develop new strategies to curb progressive diseases caused by viruses such as HIV-1. Publication #1: The first article (section 4.1, page 73) represents the main frame of my laboratory work. It analyses the ability of CD8 T lymphocytes recovered from viral-infected patients to secrete interferon γ (IFN-γ) alone or in conjunction with interleukin 2 (IL-2) when exposed in vitro to their cognate viral antigens. CD8 T cells are instrumental in controlling viral infection. They can identify infected cells by detecting viral antigens presented at the surface of the infected cells, and eliminate both the cell and its infecting virus by triggering apoptosis and/or lysis of the infected cell. Recognition of these antigens triggers the cognate CD8 cells to produce cytokines, including IFN-γ and IL-2, which in turn attract and activate other pro-inflammatory cells. IFN-γ triggers both intrinsic antiviral activity of the infected cells and distant activation of pro-inflammatory cells, which are important for the eradication of infection. IL-2 is essential for clonal expansion of the antigen (Ag)-specific CD8 T cell. Hence the existence of Ag-specific CD8 cells secreting both IFN-γand IL-2 should be beneficial for controlling infection. In this first work we determined the percentage of IFN-y/IL-2 double positive and single IFN-γsecreting CD8 T cells against antigens HIV-1, CMV, EBV and Flu in three groups of subjects: (i) HIV-1 infected patients progressing to disease (progressors), (ii) HIV-1-infected subjects not progressing to disease (long-term non progressors or LTNP), and (iii) HIV negative blood donors. The results disclosed a specific IFN-y/IL-2 double positive CD8 response in all subjects able to control infection. In other words, IFN-y/IL-2 double positive CD8 cells were present in virus-specific CD8 T cells against Flu, CMV and EBV as well against HIV-1 in LTNP. In contrast, progressors only had single IFN-γsecreting CD8 T cells. Hence, the ability to develop an IFN-y/IL-2 double positive response might be critical to control infection, independently of the nature of the virus. Additional experiments helped identify the developmental stage of the missing cells (using different markers such as CD45RA and CCR7) and showed a correlation between the absence of IL-2 secreting CD8 T cells and a failure in the proliferation capacity of virus-specific CD8 T cells. Addition of exogenous IL-2 could restore clonal expansion of HIV-1 specific CD8 T cells, at least in vitro. It could further been shown, that IL-2 secreting CD8 T cells are sufficient to support proliferation even in absence of CD4 help. However, the reason for the missing IFN-y/IL-2 double positive CD8 T cell response in HIV-1 progessors has yet to be determined. Publication #2: The second article (section 4.2, page 81) explores new strategies to trigger CD8 T cell immunity against specific HIV-1 proteins believed to be processed and exposed as "infection signal" at the surface of infected cells. Such signals consist of peptide fragments (8- 13 amino acids) originating from viral proteins and presented to CD8 T cells in the frame of particular cell surface molecules of the major histocompatibility complex class I* (MHC I). To mimic "natural" viral infection, the HIV-1 polyprotein Gagpolnef was inserted and expressed in either of two attenuated viruses i.e. vaccinia virus (MVA) or poxvirus (NYVAC). Mice were infected with these recombinant viruses and specific CD8 T cell response to Gagpolnef peptides was sought. Mice could indeed mount a CD8 T cell response against the HIV-1 antigens, indicating that the system worked, at least in this animal model. To further test whether peptides from Gagpolnef could also be presented in the frame of the human MHC class I proteins, a second round of experiments was performed in "humanized" transgenic mice expressing human MHC molecules. The transgenic mice were also able to load Gagpolnef peptides on their human MHC molecule, and these cells could be detected and destroyed by Ag-specific CD8 T cells isolated from HIV-1-infected patients. Therefore, expressing Gagpolnef on attenuated recombinant viruses might represent a valid strategy for anti-HIV-1 immunization in human. Publication #3: This is a review paper (section 4.3, page 91) describing the immune response to CMV and newly developed methods to detect this cellular immune response. Some of it focuses on the detection of T cells by using in vitro manufactured tetramers. These consist of four MHC class I molecules linked together and loaded with the appropriate antigenic peptide. The tetramer can be labeled with a fluorochrome and analyzed with a fluorescence-activated cell sorter. Taken together, the work presented indicates that (i) an appropriate CD8 T cell response consisting of IFN-y/IL-2 double positive effectors, can potentially control viral infection, including HIV-1 infection, (ii) such a response might be triggered by recombinant viral vaccines, and (iii) CD8 T cell response can be monitored by a variety of techniques, including recently-developed MHC class I tetramers. 1. 2. Préambule et résumé élargi Le présent travail de thèse s'intéresse à l'immunité antivirale du point de vue particulier de la réponse adaptative des cellules T. Le travail expérimental est présenté sous la forme de trois articles publiés (2 articles expérimentaux et 1 article de revue, voir sections 4.1, 4.2 et 4.3, pages 58, 66 et 77, respectivement), décrivant des progrès dans la compréhension du contrôle de l'infection virale par les lymphocytes T CD8, ainsi que dans le développement de nouveaux vaccins contre le Virus d'Immunodéficience de Humaine de type 1 (VIH-1). En raison du caractère spécialisé de l'immunité antivirale de type cellulaire, les articles sont précédés par une introduction générale (section 3), dont le but est de pourvoir le lecteur non avisé avec des bases nécessaire à une meilleure appréhension du travail expérimental. Cette introduction présente les grandes lignes du système immunitaire, et décrit de façon générale les 4 virus utilisés dans le travail expérimental: à savoir le virus VIH-1, le Cytomégalovirus (CMV), le virus Epstein Barr (EBV) et le virus Influenza A (Flu). Toutes les sections sont présentées de façon individuelle et peuvent être consultées séparément. La description des 4 virus a une pertinence particulière quant à leur interaction avec le système immun. En effet, ils induisent une panoplie de réponses immunitaires s'étendant aux extrêmes de la réaction de l'hôte. Influenza A est à l'origine d'une maladie cytopathique aiguë, au décours de laquelle le virus est éradiqué par l'hôte. CMV et EBV sont classiquement à l'origine d'infections pauci-symptomatiques, voire asymptomatiques, après lesquelles les virus persistent de façon latente dans la cellule hôte. Cependant, ils restent sous le contrôle du système immun, qui peut prévenir une éventuelle réactivation. Enfin, VIH-1 s'établit à la fois en infection latente - par l'insertion de son génome dans le chromosome des cellules hôtes - et en infection productive et cytopathique, échappant au contrôle immunitaire et détruisant ses cellules cibles. La compréhension des différences fondamentales entre ces différents types d'interactions virus-hôte devraient faciliter le développement de nouvelles stratégies antivirales. Article 1: Le premier article (section 4.1 Page 58) représente l'objet principal de mon travail de laboratoire. Il analyse la capacité des lymphocytes T CD8 spécifiques de différent virus à sécréter de l'interféron gamma (IFN-y) et/ou de l'interleukine 2 (IL-2) après stimulation par leur antigène spécifique. Les cellules T CD8 jouent un rôle crucial dans le contrôle des infections virales. Elles identifient les cellules infectées en détectant des antigènes viraux présentés à la surface de ces mêmes cellules, et éliminent à la fois les cellules infectées et les virus qu'elles contiennent en induisant l'apoptose et/ou la lyse des cellules cibles. Parallèlement, l'identification de l'antigène par la cellule T CD8 la stimule à sécréter des cytokines. L'IFN-γen est un exemple. L'IFN-γ stimule les cellules infectées à développer une activé antivirale intrinsèque. De plus, il attire sur place d'autres cellules de l'inflammation, et active leur fonction d'éradication des pathogènes. L'IL-2 est un autre exemple. L'IL-2 est essentielle à l'expansion clonale des cellules T CD8 spécifiques à un virus donné. Elle est donc essentielle à augmenter le pool de lymphocytes antiviraux. En conséquence, la double capacité de sécréter de l'IFN-γ et de IL-2 pourrait être un avantage pour le contrôle antiviral par les cellules T CD8. Dans ce travail nous avons comparé les proportions de lymphocytes T CD8 doubles positifs (IFN-γ/IL-2) et simples positifs (IFN-γ) chez trois groupes de sujets: (i) des patients infectés par VIH-1 qui ne contrôlent pas l'infection (progresseurs), (ii) des patients infectés par VIH-1, mais contrôlant l'infection malgré l'absence de traitement ("long term non progressors" [LTNP]) et (iii) des donneurs de sang négatifs pour l'infection à VIH-1. Les résultats ont montré que les individus capables de contrôler une infection possédaient des cellules T CD8 doubles positifs (IFN-γ/IL-2), alors que les patients ne contrôlant pas l'infection procédaient prioritairement des CD8 simples positifs (IFN-γ). Spécifiquement, les lymphocytes T spécifiques pour Flu, CMV, EBV, et VII-1-1 chez les LTNP étaient tous IFN-γ/IL-2 doubles positifs. Au contraire, les lymphocytes T CD8 spécifique à VIH-1 étaient IFN-γ simples positifs chez les progresseurs. La capacité de développer une réponse IFN-γ/IL-2 pourraient être primordiale pour le contrôle de l'infection, indépendamment de la nature du virus. En effet, il a été montré que l'absence de sécrétion d'IL2 par les lymphocytes T CD8 corrélait avec leur incapacité de proliférer. Dans nos mains, cette prolifération a pu être restaurée in vitro par l'adjonction exogène d'IL-2. Toutefois, la faisabilité de ce type de complémentation in vivo n'est pas claire. Des expériences additionnelles ont permis de préciser de stade de développement des lymphocytes doubles positifs et simples positifs par le biais des marqueurs CD45RA et CCR7. Il reste maintenant à comprendre pourquoi certains lymphocytes T CD8 spécifiques sont incapables à sécréter de l'IL-2. Article 2: Le deuxième article explore des nouvelles stratégies pour induire une immunité T CD8 spécifique aux protéines du VIH-1, qui sont édités et exposés à la surface des cellules infectées. Ces signaux consistent en fragments de peptide de 8-13 acide aminés provenant de protéines virales, et exposées à la surface des cellules infectées dans le cadre des molécules spécialisées d'histocompatibilité de classe I (en anglais "major histocompatibility class I" ou MHC I). Pour mimer une infection virale, la polyprotéine Gagpolnef du VIH-1 a été insérée et exprimée dans deux vecteurs viraux atténués, soit MVA (provenant de vaccinia virus) ou NYVAC (provenant d'un poxvirus). Ensuite des souris ont été infectées avec ces virus recombinants et la réponse T CD8 aux peptides issus de Gagpolnef a été étudiée. Les souris ont été capables de développer une réponse de type CD8 T contre ces antigènes du VIH-1. Pour tester si ces antigènes pouvaient aussi être présentés par dans le cadre de molécules MHC humaines, des expériences supplémentaires ont été faites avec des souris exprimant un MHC humain. Les résultats de ces manipulations ont montré que des cellules T CD8 spécifique aux protéines du VIH pouvaient être détectées. Ce travail ouvre de nouvelles options quant à l'utilisation des virus recombinants exprimant Gagpolnef comme stratégie vaccinale contre le virus VIH-I chez l'homme. Article 3: Ces revues décrivent la réponse immunitaire à CMV ainsi que des nouvelles méthodes pouvant servir à sa détection. Une partie du manuscrit décrit la détection de cellule T à l'aide de tétramères. Il s'agit de protéines chimériques composées de 4 quatre molécules MHC liées entre elles. Elles sont ensuite "chargées" avec le peptide antigénique approprié, et utilisée pour détecter les cellules T CD8 spécifiques à ce montage. Elles sont aussi marquées par un fluorochrome, qui permet une analyse avec un cytomètre de flux, et l'isolement ultime des CD8 d'intérêt. En résumé, le travail présenté dans cette thèse indique que (i) une réponse T CD8 appropriée - définie par la présence des cellules effectrices doublement positives pour l'IFN-γ et l'IL-2 - semble indispensable pour le contrôle des infections virales, y compris par le VIH-1, (ii) une telle réponse peut être induite par des vaccin viral recombinant, et (iii) la réponse T CD8 peut être analysée et suivie grâce à plusieurs techniques, incluant celle des tétramères de MHC class I. 1.3. Résumé pour un large public Le système immunitaire humain est composé de différents éléments (cellules, tissus et organes) qui participent aux défenses de l'organisme contre les pathogènes (bactéries, virus). Parmi ces cellules, les lymphocytes T CD8, également appelés cellules tueuses, jouent un rôle important dans la réponse immunitaire et le contrôle des infections virales. Les cellules T CD8 reconnaissent de manière spécifique des fragments de protéines virales qui sont exposés à la surface des cellules infectées par le virus. Suite à cette reconnaissance, les cellules T CD8 sont capables de détruire et d'éliminer ces cellules infectées, ainsi que les virus qu'elles contiennent. Dans le contexte d'une infection par le virus de l'immunodéficience humaine (VIH), le virus responsable du SIDA, il a pu être montré que la présence des cellules T CD8 est primordiale. En effet, en l'absence de ces cellules, les individus infectés par le VIH progressent plus rapidement vers le SIDA. Au cours de la vie, l'Homme est exposé à plusieurs virus. Mais à l'opposé du VIH, certains d'entre eux ne causent pas des maladies graves : par exemple le virus de la grippe (Influenza), le cytomégalovirus ou encore le virus d'Epstein-Barr. Certains de ces virus peuvent être contrôlés et éliminés de l'organisme (p. ex. le virus de la grippe), alors que d'autres ne sont que contrôlés par notre système immunitaire et restent présents en petite quantité dans le corps sans avoir d'effet sur notre santé. Le sujet de mon travail de thèse porte sur la compréhension du mécanisme de contrôle des infections virales par le système immunitaire : pourquoi certains virus peuvent être contrôlés ou même éliminés de l'organisme alors que d'autres, et notamment le VIH, ne le sont pas. Ce travail a permis de démontrer que les cellules T CD8 spécifiques du VIH ne sécrètent pas les mêmes substances, nécessaires au développement d'une réponse antivirale efficace, que les cellules T CD8 spécifiques des virus contrôlés (le virus de la grippe, le cytomégalovirus et le virus d'Epstein-Barr). Parallèlement nous avons également observé que les lymphocytes T CD8 spécifiques du VIH ne possèdent pas la capacité de se diviser. Ils sont ainsi incapables d'être présents en quantité suffisante pour assurer un combat efficace contre le virus du SIDA. La (les) différence(s) entre les cellules T CD8 spécifiques aux virus contrôlés (grippe, cytomégalovirus et Epstein-Barr) et au VIH pourront peut-être nous amener à comprendre comment restaurer une immunité efficace contre ce dernier.

Artificially Intelligent and Adaptive Methods for Prediction and Analysis of Superheater Fireside Corrosion in Fluidized Bed Boilers

Superheater corrosion causes vast annual losses for the power companies. With a reliable corrosion prediction method, the plants can be designed accordingly, and knowledge of fuel selection and determination of process conditions may be utilized to minimize superheater corrosion. Growing interest to use recycled fuels creates additional demands for the prediction of corrosion potential. Models depending on corrosion theories will fail, if relations between the inputs and the output are poorly known. A prediction model based on fuzzy logic and an artificial neural network is able to improve its performance as the amount of data increases. The corrosion rate of a superheater material can most reliably be detected with a test done in a test combustor or in a commercial boiler. The steel samples can be located in a special, temperature-controlled probe, and exposed to the corrosive environment for a desired time. These tests give information about the average corrosion potential in that environment. Samples may also be cut from superheaters during shutdowns. The analysis ofsamples taken from probes or superheaters after exposure to corrosive environment is a demanding task: if the corrosive contaminants can be reliably analyzed, the corrosion chemistry can be determined, and an estimate of the material lifetime can be given. In cases where the reason for corrosion is not clear, the determination of the corrosion chemistry and the lifetime estimation is more demanding. In order to provide a laboratory tool for the analysis and prediction, a newapproach was chosen. During this study, the following tools were generated: · Amodel for the prediction of superheater fireside corrosion, based on fuzzy logic and an artificial neural network, build upon a corrosion database developed offuel and bed material analyses, and measured corrosion data. The developed model predicts superheater corrosion with high accuracy at the early stages of a project. · An adaptive corrosion analysis tool based on image analysis, constructedas an expert system. This system utilizes implementation of user-defined algorithms, which allows the development of an artificially intelligent system for thetask. According to the results of the analyses, several new rules were developed for the determination of the degree and type of corrosion. By combining these two tools, a user-friendly expert system for the prediction and analyses of superheater fireside corrosion was developed. This tool may also be used for the minimization of corrosion risks by the design of fluidized bed boilers.

Identifying quantitative operation principles in metabolic pathways: a systematic method for searching feasible enzyme activity patterns leading to cellular adaptive responses

Background: Optimization methods allow designing changes in a system so that specific goals are attained. These techniques are fundamental for metabolic engineering. However, they are not directly applicable for investigating the evolution of metabolic adaptation to environmental changes. Although biological systems have evolved by natural selection and result in well-adapted systems, we can hardly expect that actual metabolic processes are at the theoretical optimum that could result from an optimization analysis. More likely, natural systems are to be found in a feasible region compatible with global physiological requirements. Results: We first present a new method for globally optimizing nonlinear models of metabolic pathways that are based on the Generalized Mass Action (GMA) representation. The optimization task is posed as a nonconvex nonlinear programming (NLP) problem that is solved by an outer- approximation algorithm. This method relies on solving iteratively reduced NLP slave subproblems and mixed-integer linear programming (MILP) master problems that provide valid upper and lower bounds, respectively, on the global solution to the original NLP. The capabilities of this method are illustrated through its application to the anaerobic fermentation pathway in Saccharomyces cerevisiae. We next introduce a method to identify the feasibility parametric regions that allow a system to meet a set of physiological constraints that can be represented in mathematical terms through algebraic equations. This technique is based on applying the outer-approximation based algorithm iteratively over a reduced search space in order to identify regions that contain feasible solutions to the problem and discard others in which no feasible solution exists. As an example, we characterize the feasible enzyme activity changes that are compatible with an appropriate adaptive response of yeast Saccharomyces cerevisiae to heat shock Conclusion: Our results show the utility of the suggested approach for investigating the evolution of adaptive responses to environmental changes. The proposed method can be used in other important applications such as the evaluation of parameter changes that are compatible with health and disease states.

Minimization of biosynthetic costs in adaptive gene expression responses of yeast to environmental changes

Yeast successfully adapts to an environmental stress by altering physiology and fine-tuning metabolism. This fine-tuning is achieved through regulation of both gene expression and protein activity, and it is shaped by various physiological requirements. Such requirements impose a sustained evolutionary pressure that ultimately selects a specific gene expression profile, generating a suitable adaptive response to each environmental change. Although some of the requirements are stress specific, it is likely that others are common to various situations. We hypothesize that an evolutionary pressure for minimizing biosynthetic costs might have left signatures in the physicochemical properties of proteins whose gene expression is fine-tuned during adaptive responses. To test this hypothesis we analyze existing yeast transcriptomic data for such responses and investigate how several properties of proteins correlate to changes in gene expression. Our results reveal signatures that are consistent with a selective pressure for economy in protein synthesis during adaptive response of yeast to various types of stress. These signatures differentiate two groups of adaptive responses with respect to how cells manage expenditure in protein biosynthesis. In one group, significant trends towards downregulation of large proteins and upregulation of small ones are observed. In the other group we find no such trends. These results are consistent with resource limitation being important in the evolution of the first group of stress responses.

Between Immunology And Tolerance: Controlling Immune Responses Employing Tolerogenic Dendritic Cells

Dendritic cells (DCs) are the most efficient antigen presenting cells, they provide co-stimulation, are able to secrete various proinflammatory cytokines and therefore play a pivotal role in shaping adaptive immune responses. Moreover, they are important for the promotion and maintenance of central and peripheral tolerance through several mechanisms like the induction of anergy or apoptosis in effector T cells or by promoting regulatory T cells. The murine CD8α+ (MuTu) dendritic cell line was previously derived and described in our laboratory. The MuTu cell line has been shown to maintain phenotypical and functional characteristics of endogenous CD8α+ DCs. They are able to cross-present exogenous antigens to CD8+ T cells and produce interleukin (IL-) 12 upon engagement of Toll like receptors. The cell line constitutes an infinite source of homogenous, phenotypically well-defined dendritic cells. This allows us to investigate the role and potential of specific molecules in the induction as well as regulation of immune responses by DCs in a rational and standardized way. In a first project the MuTu dendritic cell line was transduced in order to stably express the immunosuppressive molecules IL-10, IL-35 or the active form of TGF-β (termed IL-10+DC, IL-35+DC or actTGFβ+DC). We investigated the capability of these potentially suppressive or tolerogenic dendritic cell lines to induce immune tolerance and explore the mechanisms behind tolerance induction. The expression of TGF-β by the DC line did not affect the phenotype of the DCs itself. In contrast, IL-10+ and IL-35+DCs were found to exhibit lower expression of co-stimulatory molecules and MHC class I and II, as well as reduced secretion of pro-inflammatory cytokines upon activation. In vitro co-culture with IL-35+, IL10+ or active TGFβ+ DCs interfered with function and proliferation of CD4+ and CD8+ T cells. Furthermore, IL-35 and active TGF-β expressing DC lines induced regulatory phenotype on CD4+ T cells in vitro without or with expression of Foxp3, respectively. In different murine cancer models, vaccination with IL-35 or active TGF-β expressing DCs resulted in faster tumor growth. Interestingly, accelerated tumor growth could be observed when IL-35-expressing DCs were injected into T cell-deficient RAG-/- mice. IL-10expressing DCs however, were found to rather delay tumor growth. Besides the mentioned autocrine effects of IL-35 expression on the DC line itself, we surprisingly observed that the expression of IL-35 or the addition of IL-35 containing medium enhances neutrophil survival and induces proliferation of endothelial cells. Our findings indicate that the cytokine IL-35 might not only be a potent regulator of adaptive immune responses, but it also implies IL-35 to mediate diverse effects on an array of cellular targets. This abilities make IL-35 a promising target molecule not only for the treatment of auto-inflammatory disease but also to improve anti-cancer immunotherapies. Indeed, by applying active TGFβ+ in murine autoimmune encephalitis we were able to completely inhibit the development of the disease, whereas IL-35+DCs reduced disease incidence and severity. Furthermore, the preventive transfer of IL-35+DCs delayed rejection of transplanted skin to the same extend as the combination of IL-10/actTGF-β expressing DCs. Thus, the expression of a single tolerogenic molecule can be sufficient to interfere with the adequate activation and function of dendritic cells and of co-cultured T lymphocytes. The respective mechanisms of tolerance induction seem to be different for each of the investigated molecule. The application of a combination of multiple tolerogenic molecules might therefore evoke synergistic effects in order to overcome (auto-) immunity. In a second project we tried to improve the immunogenicity of dendritic cell-based cancer vaccines using two different approaches. First, the C57BL/6 derived MuTu dendritic cell line was genetically modified in order to express the MHC class I molecule H-2Kd. We hypothesized that the expression of BALB/c specific MHC class I haplotype (H-2Kd) should allow the priming of tumor-specific CD8+ T cells by the otherwise allogeneic dendritic cells. At the same time, the transfer of these H-2Kd+ DCs into BALB/c mice was thought to evoke a strong inflammatory environment that might act as an "adjuvant", helping to overcome tumor induced immune suppression. Using this so called "semi-allogeneic" vaccination approach, we could demonstrate that the delivery of tumor lysate pulsed H-2Kd+ DCs significantly delayed tumor growth when compared to autologous or allogeneic vaccination. However, we were not able to coherently elucidate the cellular mechanisms underlying the observed effect. Second, we generated MuTu DC lines which stably express the pro-inflammatory cytokines IL-2, IL-12 or IL-15. We investigated whether the combination of DC vaccination and local delivery of pro-inflammatory cytokines might enhance tumor specific T cell responses. Indeed, we observed an enhanced T cell proliferation and activation when they were cocultured in vitro with IL-12 or IL-2-expressing DCs. But unfortunately we could not observe a beneficial or even synergistic impact on tumor development when cytokine delivery was combined with semi-allogeneic DC vaccination.

RF Field Immunity of a Network Terminating Unit at Over One Gigaherz Frequencies

Työssä tutkitaan telepäätelaitteen yli gigahertsin taajuisen säteilevän RF kentän sietoisuutta. Mittauksissa testattava laite on Tellabs Oy:n valmistaman CTU modeemin tuotekehitysversio. Teoriaosassa käydään läpi sähkömagneettisten aaltojen teoriaa, sekä säteilevän RF kentän aiheuttamien sähkömagneettiset häiriöiden syntymekanismeja. Myös säteilevien häiriöiden EMC mittauksiin tarvittavien mittalaitteiden tärkeimmät ominaisuudet esitellään, sekä pohditaan yli gigahertsin taajuuksille sopivien EMC mittalaitteiden vaatimuksia. EMC standardit eivät tällä hetkellä aseta vaatimuksia telelaitteiden RF kentän sietoisuudelle yli gigahertsin taajuudella. Tämän vuoksi työssä käsitellään myös todennäköisimpiä häiriölähteitä tällä taajuusalueella. Mittauksissa tutkittiin CTU:n RF kentän sietoisuutta taajuusalueella l - 4.2 GHz. Mittaukset suoritettiin sekä radiokaiuttomassa kammiossa että GTEM solussa. Myös metallisten lisäsuojien vaikutusta CTU:n kentänsietoisuuteen tutkittiin GTEM solussa.