Spatial prediction of monthly wind speeds in complex terrain with adaptive general regression neural networks

This paper presents the general regression neural networks (GRNN) as a nonlinear regression method for the interpolation of monthly wind speeds in complex Alpine orography. GRNN is trained using data coming from Swiss meteorological networks to learn the statistical relationship between topographic features and wind speed. The terrain convexity, slope and exposure are considered by extracting features from the digital elevation model at different spatial scales using specialised convolution filters. A database of gridded monthly wind speeds is then constructed by applying GRNN in prediction mode during the period 1968-2008. This study demonstrates that using topographic features as inputs in GRNN significantly reduces cross-validation errors with respect to low-dimensional models integrating only geographical coordinates and terrain height for the interpolation of wind speed. The spatial predictability of wind speed is found to be lower in summer than in winter due to more complex and weaker wind-topography relationships. The relevance of these relationships is studied using an adaptive version of the GRNN algorithm which allows to select the useful terrain features by eliminating the noisy ones. This research provides a framework for extending the low-dimensional interpolation models to high-dimensional spaces by integrating additional features accounting for the topographic conditions at multiple spatial scales. Copyright (c) 2012 Royal Meteorological Society.

Obesity markers and estimated 10 year fatal cardiovascular risk in Switzerland

Objective: To assess the effectiveness of obesity markers to detect high (>5%) 10- year risk of fatal cardiovascular disease (CVD) as estimated using the SCORE function. Methods: Cross-sectional study including 3,047 women and 2,689 men aged 35-75 years (CoLaus study). Body fat percentage was assessed by tetrapolar bioimpedance. CVD risk was assessed using the SCORE risk function and gender and age-specific cut points for body fat were derived. The diagnostic accuracy of each obesity marker was evaluated through receiver operating characteristics (ROC) analysis. Results: Body fat presented a higher correlation with 10-year CVD risk than waist/hip ratio (WHR), waist or BMI: in men, r=0.31, 0.22, 0.19 and 0.12 and for body fat, WHR, waist and BMI, respectively; the corresponding values in women were 0.18, 0.15, 0.11 and 0.05, respectively (all p<0.05). In both genders, body fat showed the highest area under the ROC curve (AUC): in men, the AUC (and 95% confidence interval) were 76.0 (73.8 - 78.2), 67.3 (64.6 - 69.9), 65.8 (63.1 - 68.5) and 60.6 (57.9 - 63.5) for body fat, WHR, waist and BMI, respectively. In women, the corresponding values were 72.3 (69.2 - 75.3), 66.6 (63.1 - 70.2), 64.1 (60.6 - 67.6) and 58.8 (55.2 - 62.4). The use of body fat percentage criterion enabled to capture three times more subjects with high CVD risk than BMI criterion, and almost twice as much as WHR criterion.. Conclusions: Obesity defined by body fat percentage is more accurate to detect high 10-year risk of fatal CVD than obesity markers based on WHR, waist or BMI.

Electrophysiological markers of rapid cognitive decline in mild cognitive impairment

Electroencephalography (EEG) is an easily accessible and low-cost modality that might prove to be a particularly powerful tool for the identification of subtle functional changes preceding structural or metabolic deficits in progressive mild cognitive impairment (PMCI). Most previous contributions in this field assessed quantitative EEG differences between healthy controls, MCI and Alzheimer's disease(AD) cases leading to contradictory data. In terms of MCI conversion to AD, certain longitudinal studies proposed various quantitative EEG parameters for an a priori distinction between PMCI and stable MCI. However, cross-sectional comparisons revealed a substantial overlap in these parameters between MCI patients and elderly controls. Methodological differences including variable clinical definition of MCI cases and substantial interindividual differences within the MCI group could partly explain these discrepancies. Most importantly, EEG measurements without cognitive demand in both cross-sectional and longitudinal designs have demonstrated limited sensitivity and generally do not produce significant group differences in spectral EEG parameters. Since the evolution of AD is characterized by the progressive loss of functional connectivity within neocortical association areas, event-modulated EEG dynamic analysis which makes it possible to investigate the functional activation of neocortical circuits may represent a more sensitive method to identify early alterations of neuronal networks predictive of AD development among MCI cases. The present review summarizes clinically significant results of EEG activation studies in this field and discusses future perspectives of research aiming to reach an early and individual prediction of cognitive decline in healthy elderly controls.

Evidence for adaptive radiation from a phylogenetic study of plant defenses.

One signature of adaptive radiation is a high level of trait change early during the diversification process and a plateau toward the end of the radiation. Although the study of the tempo of evolution has historically been the domain of paleontologists, recently developed phylogenetic tools allow for the rigorous examination of trait evolution in a tremendous diversity of organisms. Enemy-driven adaptive radiation was a key prediction of Ehrlich and Raven's coevolutionary hypothesis [Ehrlich PR, Raven PH (1964) Evolution 18:586-608], yet has remained largely untested. Here we examine patterns of trait evolution in 51 North American milkweed species (Asclepias), using maximum likelihood methods. We study 7 traits of the milkweeds, ranging from seed size and foliar physiological traits to defense traits (cardenolides, latex, and trichomes) previously shown to impact herbivores, including the monarch butterfly. We compare the fit of simple random-walk models of trait evolution to models that incorporate stabilizing selection (Ornstein-Ulenbeck process), as well as time-varying rates of trait evolution. Early bursts of trait evolution were implicated for 2 traits, while stabilizing selection was implicated for several others. We further modeled the relationship between trait change and species diversification while allowing rates of trait evolution to vary during the radiation. Species-rich lineages underwent a proportionately greater decline in latex and cardenolides relative to species-poor lineages, and the rate of trait change was most rapid early in the radiation. An interpretation of this result is that reduced investment in defensive traits accelerated diversification, and disproportionately so, early in the adaptive radiation of milkweeds.

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.

Dimethylarginines, homocysteine metabolism, and cerebrospinal fluid markers for Alzheimer's disease.

Dimethylarginine and homocysteine metabolism are closely linked and alterations of both were observed in plasma and cerebrospinal fluid (CSF) of patients with Alzheimer's disease (AD). CSF parameters of homocysteine metabolism have recently been found to be associated with the CSF level of the AD biomarker phosphorylated tau (ptau) in AD patients. To investigate possible relationships between homocysteine and dimethylarginine metabolism and the AD CSF biomarkers ptau181 and amyloid-β 1-42 (Aβ42), we assessed parameters of homocysteine metabolism (CSF homocysteine, S-adenosylmethionine (SAM), S-adenosylhomocysteine (SAH), 5-methyltetrahydrofolate (5-MTHF)) and dimethylarginine metabolism (plasma and CSF asymmetric dimethylarginine (ADMA), symmetric dimethylarginine, L-arginine) as well as CSF Aβ42 and ptau181 in 98 controls and 51 AD patients. Multivariate linear regression analyses were performed to assess associations between the considered parameters. SAH concentrations show significant associations to CSF ADMA levels, and CSF ADMA and L-arginine to ptau181, but not to Aβ42 concentrations in AD patients. When including concentrations of homocysteine, 5-MTHF, SAM, and SAH into the analysis, CSF ADMA concentrations independently predicted ptau181 levels in AD patients but homocysteine-related metabolites were associated with ptau181 only when ADMA was removed from the analysis model. These results suggest that CSF ADMA may interact with CNS homocysteine metabolism and may contribute to neurodegeneration and accumulation of phosphorylated tau in AD. Functional and interventional studies are needed to further proof this hypothesis.

Plutonium and americium isotopes as alternative chronostratigraphic markers in tropical regions: An application in the Havana Bay (Cuba)

The low 137Cs activity observed in marine sediments of tropical regions often precludes its use as chronostratigraphic marker. Here we present a study on the use of Pu and Am radioisotopes as alternative markers to constrain the 210Pb ages in a sediment core of the Havana Bay (Cuba). Mean activity ratios of 238Pu/239,240Pu, 241Am/239,240Pu and 241Pu/239,240Pu indicated that the nuclear weapon tests fallout is the main source of the anthropogenic radionuclides. While the inventory of 137Cs in the sediments is lower than the expected fallout inventory, 239,240Pu accumulates in the sediments with inventories higher than the expected fallout inventory. The high fluxes of 239,240Pu are nevertheless corroborated here through use of 210Pb, and confirm that focusing of solid particles is of great importance in the investigated site. 239,240Pu showed to be a useful time tracer in marine sites where the 137Cs signal is very low.

Effects of particulate matters on inflammatory markers in the general adult population

Summary: Particulate air pollution is associated with increased cardiovascular risk. The induction of systemic inflammation following particle inhalation represents a plausible mechanistic pathway. The purpose of this study was to assess the associations of short-term exposure to ambient particulate matters of aerodynamic diameter less than 10 μm (PM10) with circulating inflammatory markers in 6183 adults in Lausanne, Switzerland. The results show that short-term exposure to PM10 was associated with higher levels of circulating IL-6 and TNF-α. The positive association of PM10 with markers of systemic inflammation materializes the link between air pollution and cardiovascular risk. Background: Variations in short-term exposure to particulate matters (PM) have been repeatedly associated with daily all-cause mortality. Particle-induced inflammation has been postulated to be one of the important mechanisms for increased cardiovascular risk. Experimental in-vitro, in-vivo and controlled human studies suggest that interleukin 6 (IL-6) and tumor-necrosis-factor alpha (TNF-α) could represent key mediators of the inflammatory response to PM. The associations of short-term exposure to ambient PM with circulating inflammatory markers have been inconsistent in studies including specific subgroups so far. The epidemiological evidence linking short-term exposure to ambient PM and systemic inflammation in the general population is scarce. So far, large-scale population-based studies have not explored important inflammatory markers such as IL-6, IL-1β or TNF-α. We therefore analyzed the associations between short-term exposure to ambient PM10 and circulating levels of high-sensitive CRP (hs-CRP), IL-6, IL-1β and TNF-α in the population-based CoLaus study. Objectives: To assess the associations of short-term exposure to ambient particulate matters of aerodynamic diameter less than 10 μm (PM10) with circulating inflammatory markers, including hs-CRP, IL-6, IL-1β and TNF-α, in adults aged 35 to 75 years from the general population. Methodology: All study subjects were participants to the CoLaus study (www.colaus.ch) and the baseline examination was carried out from 2003 to 2006. Overall, 6184 participants were included. For the present analysis, 6183 participants had data on at least one of the four measured circulating inflammatory markers. The monitoring data was obtained from the website of Swiss National Air Pollution Monitoring Network (NABEL). We analyzed data on PM10 as well as outside air temperature, pressure and humidity. Hourly concentrations of PM10 were collected from 1 January 2003 to 31 December 2006. Robust linear regression (PROC ROBUSTREG) was used to evaluate the relationship between cytokine inflammatory and PM10. We adjusted all analyses for age, sex, body mass index, smoking status, alcohol consumption, diabetes status, hypertension status, education levels, zip code, and statin intake. All data were adjusted for the effects of weather by including temperature, barometric pressure, and season as covariates in the adjusted models. We performed simple and multiple logistic regression analyses. Descriptive statistical analysis used the Wilcoxon rank sum test (for medians). All data analyses were performed using SAS software (version 9.2; SAS Institute Inc., Cary, NC, USA), and a two-sided significance level of 5% was used. Results: PM10 levels averaged over 24 hours were significantly and positively associated with continuous IL-6 and TNF-α levels, in the whole study population both in unadjusted and adjusted analyses. For each cytokine, there was a similar seasonal pattern, with wider confidence intervals in summer than during the other seasons, which might partly be due to the smaller number of participants examined in summer. The associations of PM10 with IL-6 and TNF-α were also found after having dichotomized these cytokines into high versus low levels, which suggests that the associations of PM10 with the continuous cytokine levels are very robust to any distributional assumption and to potential outlier values. In contrast with what we observed for continuous IL-1β levels, high PM10 levels were significantly associated with high IL-1β. PM10 was significantly associated with IL-6 and TNF-α in men, but with TNF-α only in women. However, there was no significant statistical interaction between PM10 and sex. For IL-6 and TNF-α, the associations tended to be stronger in younger people, with a significant interaction between PM10 and age groups for IL-6. PM10 was significantly associated with IL-6 and TNF-α in the healthy group and also in the "non-healthy" group, although the statistical interaction between healthy status and PM10 was not significant. Conclusion: In summary, we found significant independent positive associations of short-term exposure to PM10 with circulating levels of IL-6 and TNF-α in the adult population of Lausanne. Our findings strongly support the idea that short-term exposure to PM10 is sufficient to induce systemic inflammation on a broad scale in the general population. From a public health perspective, the reported association of elevated inflammatory cytokines with short-term exposure to PM10 in a city with relatively clean air such as Lausanne supports the importance of limiting urban air pollution levels.

Effect of n-3 fatty acids on markers of brain injury and incidence of sepsis-associated delirium in septic patients.

BACKGROUND: Data regarding immunomodulatory effects of parenteral n-3 fatty acids in sepsis are conflicting. In this study, the effect of administration of parenteral n-3 fatty acids on markers of brain injury, incidence of sepsis-associated delirium, and inflammatory mediators in septic patients was investigated. METHODS: Fifty patients with sepsis were randomized to receive either 2 ml/kg/day of a lipid emulsion containing highly refined fish oil (equivalent to n-3 fatty acids 0.12 mg/kg/day) during 7 days after admission to the intensive care unit or standard treatment. Markers of brain injury and inflammatory mediators were measured on days 1, 2, 3 and 7. Assessment for sepsis-associated delirium was performed daily. The primary outcome was the difference in S-100β from baseline to peak level between both the intervention and the control group, compared by t-test. Changes of all markers over time were explored in both groups, fitting a generalized estimating equations model. RESULTS: Mean difference in change of S-100β from baseline to peak level was 0.34 (95% CI: -0.18-0.85) between the intervention and control group, respectively (P = 0.19). We found no difference in plasma levels of S-100β, neuron-specific enolase, interleukin (IL)-6, IL-8, IL-10, and C-reactive protein between groups over time. Incidence of sepsis-associated delirium was 75% in the intervention and 71% in the control groups (risk difference 4%, 95% CI -24-31%, P = 0.796). CONCLUSION: Administration of n-3 fatty acids did not affect markers of brain injury, incidence of sepsis-associated delirium, and inflammatory mediators in septic patients.

Origin and genome evolution of polyploid green toads in Central Asia: evidence from microsatellite markers.

Polyploidization, which is expected to trigger major genomic reorganizations, occurs much less commonly in animals than in plants, possibly because of constraints imposed by sex-determination systems. We investigated the origins and consequences of allopolyploidization in Palearctic green toads (Bufo viridis subgroup) from Central Asia, with three ploidy levels and different modes of genome transmission (sexual versus clonal), to (i) establish a topology for the reticulate phylogeny in a species-rich radiation involving several closely related lineages and (ii) explore processes of genomic reorganization that may follow polyploidization. Sibship analyses based on 30 cross-amplifying microsatellite markers substantiated the maternal origins and revealed the paternal origins and relationships of subgenomes in allopolyploids. Analyses of the synteny of linkage groups identified three markers affected by translocation events, which occurred only within the paternally inherited subgenomes of allopolyploid toads and exclusively affected the linkage group that determines sex in several diploid species of the green toad radiation. Recombination rates did not differ between diploid and polyploid toad species, and were overall much reduced in males, independent of linkage group and ploidy levels. Clonally transmitted subgenomes in allotriploid toads provided support for strong genetic drift, presumably resulting from recombination arrest. The Palearctic green toad radiation seems to offer unique opportunities to investigate the consequences of polyploidization and clonal transmission on the dynamics of genomes in vertebrates.

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.

Gait disturbances as specific predictive markers of the first fall onset in elderly people: a two-year prospective observational study

Falls are common in the elderly, and potentially result in injury and disability. Thus, preventing falls as soon as possible in older adults is a public health priority, yet there is no specific marker that is predictive of the first fall onset. We hypothesized that gait features should be the most relevant variables for predicting the first fall. Clinical baseline characteristics (e.g., gender, cognitive function) were assessed in 259 home-dwelling people aged 66 to 75 that had never fallen. Likewise, global kinetic behavior of gait was recorded from 22 variables in 1036 walking tests with an accelerometric gait analysis system. Afterward, monthly telephone monitoring reported the date of the first fall over 24 months. A principal components analysis was used to assess the relationship between gait variables and fall status in four groups: non-fallers, fallers from 0 to 6 months, fallers from 6 to 12 months and fallers from 12 to 24 months. The association of significant principal components (PC) with an increased risk of first fall was then evaluated using the area under the Receiver Operator Characteristic Curve (ROC). No effect of clinical confounding variables was shown as a function of groups. An eigenvalue decomposition of the correlation matrix identified a large statistical PC1 (termed "Global kinetics of gait pattern"), which accounted for 36.7% of total variance. Principal component loadings also revealed a PC2 (12.6% of total variance), related to the "Global gait regularity." Subsequent ANOVAs showed that only PC1 discriminated the fall status during the first 6 months, while PC2 discriminated the first fall onset between 6 and 12 months. After one year, any PC was associated with falls. These results were bolstered by the ROC analyses, showing good predictive models of the first fall during the first six months or from 6 to 12 months. Overall, these findings suggest that the performance of a standardized walking test at least once a year is essential for fall prevention.

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.