GLUT2 in pancreatic and extra-pancreatic gluco-detection (review).

Detection of variations in blood glucose concentrations by pancreatic beta-cells and a subsequent appropriate secretion of insulin are key events in the control of glucose homeostasis. Because a decreased capability to sense glycemic changes is a hallmark of type 2 diabetes, the glucose signalling pathway leading to insulin secretion in pancreatic beta-cells has been extensively studied. This signalling mechanism depends on glucose metabolism and requires the presence of specific molecules such as GLUT2, glucokinase and the K(ATP) channel subunits Kir6.2 and SUR1. Other cells are also able to sense variations in glycemia or in local glucose concentrations and to modulate different physiological functions participating in the general control of glucose and energy homeostasis. These include cells forming the hepatoportal vein glucose sensor, which controls glucose storage in the liver, counterregulation, food intake and glucose utilization by peripheral tissues and neurons in the hypothalamus and brainstem whose firing rates are modulated by local variations in glucose concentrations or, when not protected by a blood-brain barrier, directly by changes in blood glucose levels. These glucose-sensing neurons are involved in the control of insulin and glucagon secretion, food intake and energy expenditure. Here, recent physiological studies performed with GLUT2-/- mice will be described, which indicate that this transporter is essential for glucose sensing by pancreatic beta-cells, by the hepatoportal sensor and by sensors, probably located centrally, which control activity of the autonomic nervous system and stimulate glucagon secretion. These studies may pave the way to a fine dissection of the molecular and cellular components of extra-pancreatic glucose sensors involved in the control of glucose and energy homeostasis.

A Robust Multiple Feature Approach To Endpoint Detection In Car Environment Based On Advanced Classifiers

In this paper we propose an endpoint detection system based on the use of several features extracted from each speech frame, followed by a robust classifier (i.e Adaboost and Bagging of decision trees, and a multilayer perceptron) and a finite state automata (FSA). We present results for four different classifiers. The FSA module consisted of a 4-state decision logic that filtered false alarms and false positives. We compare the use of four different classifiers in this task. The look ahead of the method that we propose was of 7 frames, which are the number of frames that maximized the accuracy of the system. The system was tested with real signals recorded inside a car, with signal to noise ratio that ranged from 6 dB to 30dB. Finally we present experimental results demonstrating that the system yields robust endpoint detection.

Automatic Recognition of Leaves by Shape Detection Pre-Processing with Ica

In this work we present a simulation of a recognition process with perimeter characterization of a simple plant leaves as a unique discriminating parameter. Data coding allowing for independence of leaves size and orientation may penalize performance recognition for some varieties. Border description sequences are then used to characterize the leaves. Independent Component Analysis (ICA) is then applied in order to study which is the best number of components to be considered for the classification task, implemented by means of an Artificial Neural Network (ANN). Obtained results with ICA as a pre-processing tool are satisfactory, and compared with some references our system improves the recognition success up to 80.8% depending on the number of considered independent components.

Revision to the SUDAS Traffic Signal Design Guide, TR-546, 2009

Changes in technology have an impact on standard practice, materials, and equipment. The traffic signal industry is constantly producing more energy-efficient and durable equipment, better communications, and more sophisticated detection and monitoring capabilities. Accordingly, this project provides an update to the traffic signal content within the Statewide Urban Design and Specifications (SUDAS) Design Manual and Standard Specifications. This work was completed through a technical advisory committee with a variety of participants representing contractors, the Iowa Department of Transportation, cities, consultants, vendors, and university research and support staff.

Update on the non-prewhitening model observer in computed tomography for the assessment of the adaptive statistical and model-based iterative reconstruction algorithms.

The state of the art to describe image quality in medical imaging is to assess the performance of an observer conducting a task of clinical interest. This can be done by using a model observer leading to a figure of merit such as the signal-to-noise ratio (SNR). Using the non-prewhitening (NPW) model observer, we objectively characterised the evolution of its figure of merit in various acquisition conditions. The NPW model observer usually requires the use of the modulation transfer function (MTF) as well as noise power spectra. However, although the computation of the MTF poses no problem when dealing with the traditional filtered back-projection (FBP) algorithm, this is not the case when using iterative reconstruction (IR) algorithms, such as adaptive statistical iterative reconstruction (ASIR) or model-based iterative reconstruction (MBIR). Given that the target transfer function (TTF) had already shown it could accurately express the system resolution even with non-linear algorithms, we decided to tune the NPW model observer, replacing the standard MTF by the TTF. It was estimated using a custom-made phantom containing cylindrical inserts surrounded by water. The contrast differences between the inserts and water were plotted for each acquisition condition. Then, mathematical transformations were performed leading to the TTF. As expected, the first results showed a dependency of the image contrast and noise levels on the TTF for both ASIR and MBIR. Moreover, FBP also proved to be dependent of the contrast and noise when using the lung kernel. Those results were then introduced in the NPW model observer. We observed an enhancement of SNR every time we switched from FBP to ASIR to MBIR. IR algorithms greatly improve image quality, especially in low-dose conditions. Based on our results, the use of MBIR could lead to further dose reduction in several clinical applications.

Hand detection in cluttered scene images using Fourier-Mellin invariant features

This paper proposes an automatic hand detection system that combines the Fourier-Mellin Transform along with other computer vision techniques to achieve hand detection in cluttered scene color images. The proposed system uses the Fourier-Mellin Transform as an invariant feature extractor to perform RST invariant hand detection. In a first stage of the system a simple non-adaptive skin color-based image segmentation and an interest point detector based on corners are used in order to identify regions of interest that contains possible matches. A sliding window algorithm is then used to scan the image at different scales performing the FMT calculations only in the previously detected regions of interest and comparing the extracted FM descriptor of the windows with a hand descriptors database obtained from a train image set. The results of the performed experiments suggest the use of Fourier-Mellin invariant features as a promising approach for automatic hand detection.

Hand detection in cluttered scene images using Fourier-Mellin invariant features

This paper proposes an automatic hand detection system that combines the Fourier-Mellin Transform along with other computer vision techniques to achieve hand detection in cluttered scene color images. The proposed system uses the Fourier-Mellin Transform as an invariant feature extractor to perform RST invariant hand detection. In a first stage of the system a simple non-adaptive skin color-based image segmentation and an interest point detector based on corners are used in order to identify regions of interest that contains possible matches. A sliding window algorithm is then used to scan the image at different scales performing the FMT calculations only in the previously detected regions of interest and comparing the extracted FM descriptor of the windows with a hand descriptors database obtained from a train image set. The results of the performed experiments suggest the use of Fourier-Mellin invariant features as a promising approach for automatic hand detection.

Cross-frequency coupling in EEG revealed by adaptive oscillation tracking.

Introduction: Neuronal oscillations have been the focus of increasing interest in the neuroscientific community, in part because they have been considered as a possible integrating mechanism through which internal states can influence stimulus processing in a top-down way (Engel et al., 2001). Moreover, increasing evidence indicates that oscillations in different frequency bands interact with one other through coupling mechanisms (Jensen and Colgin, 2007). The existence and the importance of these cross-frequency couplings during various tasks have been verified by recent studies (Canolty et al., 2006; Lakatos et al., 2007). In this study, we measure the strength and directionality of two types of couplings - phase-amplitude couplings and phase-phase couplings - between various bands in EEG data recorded during an illusory contour experiment that were identified using a recently-proposed adaptive frequency tracking algorithm (Van Zaen et al., 2010). Methods: The data used in this study have been taken from a previously published study examining the spatiotemporal mechanisms of illusory contour processing (Murray et al., 2002). The EEG in the present study were from a subset of nine subjects. Each stimulus was composed of 'pac-man' inducers presented in two orientations: IC, when an illusory contour was present, and NC, when no contour could be detected. The signals recorded by the electrodes P2, P4, P6, PO4 and PO6 were averaged, and filtered into the following bands: 4-8Hz, 8-12Hz, 15-25Hz, 35-45Hz, 45-55Hz, 55-65Hz and 65-75Hz. An adaptive frequency tracking algorithm (Van Zaen et al., 2010) was then applied in each band in order to extract the main oscillation and estimate its frequency. This additional step ensures that clean phase information is obtained when taking the Hilbert transform. The frequency estimated by the tracker was averaged over sliding windows and then used to compare the two conditions. Two types of cross-frequency couplings were considered: phase-amplitude couplings and phase-phase couplings. Both types were measured with the phase locking value (PLV, Lachaux et al., 1999) over sliding windows. The phase-amplitude couplings were computed with the phase of the low frequency oscillation and the phase of the amplitude of the high frequency one. Different coupling coefficients were used when measuring phase-phase couplings in order to estimate different m:n synchronizations (4:3, 3:2, 2:1, 3:1, 4:1, 5:1, 6:1, 7:1, 8:1 and 9:1) and to take into account the frequency differences across bands. Moreover, the direction of coupling was estimated with a directionality index (Bahraminasab et al., 2008). Finally, the two conditions IC and NC were compared with ANOVAs with 'subject' as a random effect and 'condition' as a fixed effect. Before computing the statistical tests, the PLV values were transformed into approximately normal variables (Penny et al., 2008). Results: When comparing the mean estimated frequency across conditions, a significant difference was found only in the 4-8Hz band, such that the frequency within this band was significantly higher for IC than NC stimuli starting at ~250ms post-stimulus onset (Fig. 1; solid line shows IC and dashed line NC). Significant differences in phase-amplitude couplings were obtained only when the 4-8 Hz band was taken as the low frequency band. Moreover, in all significant situations, the coupling strength is higher for the NC than IC condition. An example of significant difference between conditions is shown in Fig. 2 for the phase-amplitude coupling between the 4-8Hz and 55-65Hz bands (p-value in top panel and mean PLV values in the bottom panel). A decrease in coupling strength was observed shortly after stimulus onset for both conditions and was greater for the condition IC. This phenomenon was observed with all other frequency bands. The results obtained for the phase-phase couplings were more complex. As for the phase-amplitude couplings, all significant differences were obtained when the 4-8Hz band was considered as the low frequency band. The stimulus condition exhibiting the higher coupling strength depended on the ratio of the coupling coefficients. When this ratio was small, the IC condition exhibited the higher phase-phase coupling strength. When this ratio was large, the NC condition exhibited the higher coupling strength. Fig. 3 shows the phase-phase couplings between the 4-8Hz and 35-45Hz bands for the coupling coefficient 6:1, and the coupling strength was significantly higher for the IC than NC condition. By contrast, for the coupling coefficient 9:1 the NC condition gave the higher coupling strength (Fig. 4). Control analyses verified that it is not a consequence of the frequency difference between the two conditions in the 4-8Hz band. The directionality measures indicated a transfer of information from the low frequency components towards the high frequency ones. Conclusions: Adaptive tracking is a feasible method for EEG analyses, revealing information both about stimulus-related differences and coupling patterns across frequencies. Theta oscillations play a central role in illusory shape processing and more generally in visual processing. The presence vs. absence of illusory shapes was paralleled by faster theta oscillations. Phase-amplitude couplings were decreased more for IC than NC and might be due to a resetting mechanism. The complex patterns in phase-phase coupling between theta and beta/gamma suggest that the contribution of these oscillations to visual binding and stimulus processing are not as straightforward as conventionally held. Causality analyses further suggest that theta oscillations drive beta/gamma oscillations (see also Schroeder and Lakatos, 2009). The present findings highlight the need for applying more sophisticated signal analyses in order to establish a fuller understanding of the functional role of neural oscillations.

Holographic optical tweezers combined with back-focal-plane displacement detection

A major problem with holographic optical tweezers (HOTs) is their incompatibility with laser-based position detection methods, such as back-focal-plane interferometry (BFPI). The alternatives generally used with HOTs, like high-speed video tracking, do not offer the same spatial and temporal bandwidths. This has limited the use of this technique in precise quantitative experiments. In this paper, we present an optical trap design that combines digital holography and back-focal-plane displacement detection. We show that, with a particularly simple setup, it is possible to generate a set of multiple holographic traps and an additional static non-holographic trap with orthogonal polarizations and that they can be, therefore, easily separated for measuring positions and forces with the high positional and temporal resolutions of laser-based detection. We prove that measurements from both polarizations contain less than 1% crosstalk and that traps in our setup are harmonic within the typical range. We further tested the instrument in a DNA stretching experiment and we discuss an interesting property of this configuration: the small drift of the differential signal between traps.

Miniaturized bacterial biosensor system for arsenic detection holds great promise for making integrated measurement device.

Combining bacterial bioreporters with microfluidics systems holds great promise for in-field detection of chemical or toxicity targets. Recently we showed how Escherichia coli cells engineered to produce a variant of green fluorescent protein after contact to arsenite and arsenate can be encapsulated in agarose beads and incorporated into a microfluidic chip to create a device for in-field detection of arsenic, a contaminant of well known toxicity and carcinogenicity in potable water both in industrialized and developing countries. Cell-beads stored in the microfluidics chip at -20°C retained inducibility up to one month and we were able to reproducibly discriminate concentrations of 10 and 50 μg arsenite per L (the drinking water standards for European countries and the United States, and for the developing countries, respectively) from the blank in less than 200 minutes. We discuss here the reasons for decreasing bioreporter signal development upon increased storage of cell beads but also show how this decrease can be reduced, leading to a faster detection and a longer lifetime of the device.

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.

Label-free detection of tobramycin in serum by transmission-localized surface plasmon resonance.

In order to improve the efficacy and safety of treatments, drug dosage needs to be adjusted to the actual needs of each patient in a truly personalized medicine approach. Key for widespread dosage adjustment is the availability of point-of-care devices able to measure plasma drug concentration in a simple, automated, and cost-effective fashion. In the present work, we introduce and test a portable, palm-sized transmission-localized surface plasmon resonance (T-LSPR) setup, comprised of off-the-shelf components and coupled with DNA-based aptamers specific to the antibiotic tobramycin (467 Da). The core of the T-LSPR setup are aptamer-functionalized gold nanoislands (NIs) deposited on a glass slide covered with fluorine-doped tin oxide (FTO), which acts as a biosensor. The gold NIs exhibit localized plasmon resonance in the visible range matching the sensitivity of the complementary metal oxide semiconductor (CMOS) image sensor employed as a light detector. The combination of gold NIs on the FTO substrate, causing NIs size and pattern irregularity, might reduce the overall sensitivity but confers extremely high stability in high-ionic solutions, allowing it to withstand numerous regeneration cycles without sensing losses. With this rather simple T-LSPR setup, we show real-time label-free detection of tobramycin in buffer, measuring concentrations down to 0.5 μM. We determined an affinity constant of the aptamer-tobramycin pair consistent with the value obtained using a commercial propagating-wave based SPR. Moreover, our label-free system can detect tobramycin in filtered undiluted blood serum, measuring concentrations down to 10 μM with a theoretical detection limit of 3.4 μM. While the association signal of tobramycin onto the aptamer is masked by the serum injection, the quantification of the captured tobramycin is possible during the dissociation phase and leads to a linear calibration curve for the concentrations over the tested range (10-80 μM). The plasmon shift following surface binding is calculated in terms of both plasmon peak location and hue, with the latter allowing faster data elaboration and real-time display of the results. The presented T-LSPR system shows for the first time label-free direct detection and quantification of a small molecule in the complex matrix of filtered undiluted blood serum. Its uncomplicated construction and compact size, together with the remarkable performances, represent a leap forward toward effective point-of-care devices for therapeutic drug concentration monitoring.

ICA Cleaning procedure for EEG signals analysis: application to Alzheimer's disease detection

To develop systems in order to detect Alzheimer’s disease we want to use EEG signals. Available database is raw, so the first step must be to clean signals properly. We propose a new way of ICA cleaning on a database recorded from patients with Alzheimer's disease (mildAD, early stage). Two researchers visually inspected all the signals (EEG channels), and each recording's least corrupted (artefact-clean) continuous 20 sec interval were chosen for the analysis. Each trial was then decomposed using ICA. Sources were ordered using a kurtosis measure, and the researchers cleared up to seven sources per trial corresponding to artefacts (eye movements, EMG corruption, EKG, etc), using three criteria: (i) Isolated source on the scalp (only a few electrodes contribute to the source), (ii) Abnormal wave shape (drifts, eye blinks, sharp waves, etc.), (iii) Source of abnormally high amplitude ( �100 �V). We then evaluated the outcome of this cleaning by means of the classification of patients using multilayer perceptron neural networks. Results are very satisfactory and performance is increased from 50.9% to 73.1% correctly classified data using ICA cleaning procedure.

Towards high-quality simultaneous EEG-fMRI at 7T: Detection and reduction of EEG artifacts due to head motion.

The enhanced functional sensitivity offered by ultra-high field imaging may significantly benefit simultaneous EEG-fMRI studies, but the concurrent increases in artifact contamination can strongly compromise EEG data quality. In the present study, we focus on EEG artifacts created by head motion in the static B0 field. A novel approach for motion artifact detection is proposed, based on a simple modification of a commercial EEG cap, in which four electrodes are non-permanently adapted to record only magnetic induction effects. Simultaneous EEG-fMRI data were acquired with this setup, at 7T, from healthy volunteers undergoing a reversing-checkerboard visual stimulation paradigm. Data analysis assisted by the motion sensors revealed that, after gradient artifact correction, EEG signal variance was largely dominated by pulse artifacts (81-93%), but contributions from spontaneous motion (4-13%) were still comparable to or even larger than those of actual neuronal activity (3-9%). Multiple approaches were tested to determine the most effective procedure for denoising EEG data incorporating motion sensor information. Optimal results were obtained by applying an initial pulse artifact correction step (AAS-based), followed by motion artifact correction (based on the motion sensors) and ICA denoising. On average, motion artifact correction (after AAS) yielded a 61% reduction in signal power and a 62% increase in VEP trial-by-trial consistency. Combined with ICA, these improvements rose to a 74% power reduction and an 86% increase in trial consistency. Overall, the improvements achieved were well appreciable at single-subject and single-trial levels, and set an encouraging quality mark for simultaneous EEG-fMRI at ultra-high field.

Imaging techniques applied for detection of secretion, transgene delivery and G proteincoupled receptors in reproductive and endocrine cells in vivo and in vitro

Post-testicular sperm maturation occurs in the epididymis. The ion concentration and proteins secreted into the epididymal lumen, together with testicular factors, are believed to be responsible for the maturation of spermatozoa. Disruption of the maturation of spermatozoa in the epididymis provides a promising strategy for generating a male contraceptive. However, little is known about the proteins involved. For drug development, it is also essential to have tools to study the function of these proteins in vitro. One approach for screening novel targets is to study the secretory products of the epididymis or the G protein-coupled receptors (GPCRs) that are involved in the maturation process of the spermatozoa. The modified Ca2+ imaging technique to monitor release from PC12 pheochromocytoma cells can also be applied to monitor secretory products involved in the maturational processes of spermatozoa. PC12 pheochromocytoma cells were chosen for evaluation of this technique as they release catecholamines from their cell body, thus behaving like endocrine secretory cells. The results of the study demonstrate that depolarisation of nerve growth factor -differentiated PC12 cells releases factors which activate nearby randomly distributed HEL erythroleukemia cells. Thus, during the release process, the ligands reach concentrations high enough to activate receptors even in cells some distance from the release site. This suggests that communication between randomly dispersed cells is possible even if the actual quantities of transmitter released are extremely small. The development of a novel method to analyse GPCR-dependent Ca2+ signalling in living slices of mouse caput epididymis is an additional tool for screening for drug targets. By this technique it was possible to analyse functional GPCRs in the epithelial cells of the ductus epididymis. The results revealed that, both P2X- and P2Y-type purinergic receptors are responsible for the rapid and transient Ca2+ signal detected in the epithelial cells of caput epididymides. Immunohistochemical and reverse transcriptase-polymerase chain reaction (RTPCR) analyses showed the expression of at least P2X1, P2X2, P2X4 and P2X7, and P2Y1 and P2Y2 receptors in the epididymis. Searching for epididymis-specific promoters for transgene delivery into the epididymis is of key importance for the development of specific models for drug development. We used EGFP as the reporter gene to identify proper promoters to deliver transgenes into the epithelial cells of the mouse epididymis in vivo. Our results revealed that the 5.0 kb murine Glutathione peroxidase 5 (GPX5) promoter can be used to target transgene expression into the epididymis while the 3.8 kb Cysteine-rich secretory protein-1 (CRISP-1) promoter can be used to target transgene expression into the testis. Although the visualisation of EGFP in living cells in culture usually poses few problems, the detection of EGFP in tissue sections can be more difficult because soluble EGFP molecules can be lost if the cell membrane is damaged by freezing, sectioning, or permeabilisation. Furthermore, the fluorescence of EGFP is dependent on its conformation. Therefore, fixation protocols that immobilise EGFP may also destroy its usefulness as a fluorescent reporter. We therefore developed a novel tissue preparation and preservation techniques for EGFP. In addition, fluorescence spectrophotometry with epididymal epithelial cells in suspension revealed the expression of functional purinergic, adrenergic, cholinergic and bradykinin receptors in these cell lines (mE-Cap27 and mE-Cap28). In conclusion, we developed new tools for studying the role of the epididymis in sperm maturation. We developed a new technique to analyse GPCR dependent Ca2+ signalling in living slices of mouse caput epididymis. In addition, we improved the method of detecting reporter gene expression. Furthermore, we characterised two epididymis-specific gene promoters, analysed the expression of GPCRs in epididymal epithelial cells and developed a novel technique for measurement of secretion from cells.