Midwest Regional Rail Passenger Initiative Status Report, December 2003

Status report of Midwest Regional Rail Initiative

Kernel-based methods for change detection in remote sensing images

Nowadays, the joint exploitation of images acquired daily by remote sensing instruments and of images available from archives allows a detailed monitoring of the transitions occurring at the surface of the Earth. These modifications of the land cover generate spectral discrepancies that can be detected via the analysis of remote sensing images. Independently from the origin of the images and of type of surface change, a correct processing of such data implies the adoption of flexible, robust and possibly nonlinear method, to correctly account for the complex statistical relationships characterizing the pixels of the images. This Thesis deals with the development and the application of advanced statistical methods for multi-temporal optical remote sensing image processing tasks. Three different families of machine learning models have been explored and fundamental solutions for change detection problems are provided. In the first part, change detection with user supervision has been considered. In a first application, a nonlinear classifier has been applied with the intent of precisely delineating flooded regions from a pair of images. In a second case study, the spatial context of each pixel has been injected into another nonlinear classifier to obtain a precise mapping of new urban structures. In both cases, the user provides the classifier with examples of what he believes has changed or not. In the second part, a completely automatic and unsupervised method for precise binary detection of changes has been proposed. The technique allows a very accurate mapping without any user intervention, resulting particularly useful when readiness and reaction times of the system are a crucial constraint. In the third, the problem of statistical distributions shifting between acquisitions is studied. Two approaches to transform the couple of bi-temporal images and reduce their differences unrelated to changes in land cover are studied. The methods align the distributions of the images, so that the pixel-wise comparison could be carried out with higher accuracy. Furthermore, the second method can deal with images from different sensors, no matter the dimensionality of the data nor the spectral information content. This opens the doors to possible solutions for a crucial problem in the field: detecting changes when the images have been acquired by two different sensors.

Nanomotors: new strategies of (bio)sensing based on motion

Nanomotors are nanoscale devices capable of converting energy into movement and forces. Among them, self-propelled nanomotors offer considerable promise for developing new and novel bioanalytical and biosensing strategies based on the direct isolation of target biomolecules or changes in their movement in the presence of target analytes. The mainachievements of this project consists on the development of receptor-functionalized nanomotors that offer direct and rapid target detection, isolation and transport from raw biological samples without preparatory and washing steps. For example, microtube engines functionalized with aptamer, antibody, lectin and enzymes receptors were used for the direct isolation of analytes of biomedical interest, including proteins and whole cells, among others. A target protein was also isolated from a complex sample by using an antigen-functionalized microengine navigating into the reservoirs of a lab-on-a-chip device. The new nanomotorbased target biomarkers detection strategy not only offers highly sensitive, rapid, simple and low cost alternative for the isolation and transport of target molecules, but also represents a new dimension of analytical information based on motion. The recognition events can be easily visualized by optical microscope (without any sophisticated analytical instrument) to reveal the target presence and concentration. The use of artificial nanomachines has shown not only to be useful for (bio)recognition and (bio)transport but also for detection of environmental contamination and remediation. In this context, micromotors modified with superhydrophobic layer demonstrated that effectively interacted, captured, transported and removed oil droplets from oil contaminated samples. Finally, a unique micromotor-based strategy for water-quality testing, that mimics live-fish water-quality testing, based on changes in the propulsion behavior of artificial biocatalytic microswimmers in the presence of aquatic pollutants was also developed. The attractive features of the new micromachine-based target isolation and signal transduction protocols developed in this project offer numerous potential applications in biomedical diagnostics, environmental monitoring, and forensic analysis.

Understanding the two-component sensing System of virulent bacteria

Report for the scientific sojourn carried out at the l’ Institute for Computational Molecular Science of the Temple University, United States, from 2010 to 2012. Two-component systems (TCS) are used by pathogenic bacteria to sense the environment within a host and activate mechanisms related to virulence and antimicrobial resistance. A prototypical example is the PhoQ/PhoP system, which is the major regulator of virulence in Salmonella. Hence, PhoQ is an attractive target for the design of new antibiotics against foodborne diseases. Inhibition of the PhoQ-mediated bacterial virulence does not result in growth inhibition, presenting less selective pressure for the generation of antibiotic resistance. Moreover, PhoQ is a histidine kinase (HK) and it is absent in animals. Nevertheless, the design of satisfactory HK inhibitors has been proven to be a challenge. To compete with the intracellular ATP concentrations, the affinity of a HK inhibidor must be in the micromolar-nanomolar range, whereas the current lead compounds have at best millimolar affinities. Moreover, the drug selectivity depends on the conformation of a highly variable loop, referred to as the “ATP-lid, which is difficult to study by X-Ray crystallography due to its flexibility. I have investigated the binding of different HK inhibitors to PhoQ. In particular, all-atom molecular dynamics simulations have been combined with enhanced sampling techniques in order to provide structural and dynamic information of the conformation of the ATP-lid. Transient interactions between these drugs and the ATP-lid have been identified and the free energy of the different binding modes has been estimated. The results obtained pinpoint the importance of protein flexibility in the HK-inhibitor binding, and constitute a first step in developing more potent and selective drugs. The computational resources of the hosting institution as well as the experience of the members of the group in drug binding and free energy methods have been crucial to carry out this work.

Midwest Regional Rail Passenger Initiative Status Report, December 2004

Status report of Midwest Regional Rail Initiative

Sodium sensing in neurons with a dendrimer-based nanoprobe.

Ion imaging is a powerful methodology to assess fundamental biological processes in live cells. The limited efficiency of some ion-sensing probes and their fast leakage from cells are important restrictions to this approach. In this study, we present a novel strategy based on the use of dendrimer nanoparticles to obtain better intracellular retention of fluorescent probes and perform prolonged fluorescence imaging of intracellular ion dynamics. A new sodium-sensitive nanoprobe was generated by encapsulating a sodium dye in a PAMAM dendrimer nanocontainer. This nanoprobe is very stable and has high sodium sensitivity and selectivity. When loaded in neurons in live brain tissue, it homogenously fills the entire cell volume, including small processes, and stays for long durations, with no detectable alterations of cell functional properties. We demonstrate the suitability of this new sodium nanosensor for monitoring physiological sodium responses such as those occurring during neuronal activity.

Induction of innate immune responses through Nalp3 inflammasome sensing of asbestos and silica

The inhalation of airborne pollutants such as asbestos or silica is linked to inflammation of the lung, fibrosis and lung cancer. How the presence of pathogenic dust is recognised, and how chronic inflammatory diseases are triggered are poorly understood. We will se show that asbestos and silica are sensed by the Nalp3 inflammasome, whose subsequent activation leads to IL-1b secretion. Inflammasome activation is triggered by reactive oxygen species, which are generated by a NADPH oxidase upon particle phagocytosis. In a model of asbestos inhalation, Nalp3_/_ mice showed diminished recruitment of inflammatory cells to the lungs, paralleled by lower cytokine production. Our findings implicate the Nalp3 inflammasome in particulate matter-related pulmonary diseases and support its role as a major proinflammatory ''danger" receptor.

Selective regulation of acid-sensing ion channel 1 by serine proteases.

Acid-sensing ion channels (ASICs) are neuronal Na(+) channels that belong to the epithelial Na(+) channel/degenerin family. ASICs are transiently activated by a rapid drop in extracellular pH. Conditions of low extracellular pH, such as ischemia and inflammation in which ASICs are thought to be active, are accompanied by increased protease activity. We show here that serine proteases modulate the function of ASIC1a and ASIC1b but not of ASIC2a and ASIC3. We show that protease exposure shifts the pH dependence of ASIC1a activation and steady-state inactivation to more acidic pH. As a consequence, protease exposure leads to a decrease in current response if ASIC1a is activated by a pH drop from pH 7.4. If, however, acidification occurs from a basal pH of approximately 7, protease-exposed ASIC1a shows higher activity than untreated ASIC1a. We provide evidence that this bi-directional regulation of ASIC1a function also occurs in neurons. Thus, we have identified a mechanism that modulates ASIC function and may allow ASIC1a to adapt its gating to situations of persistent extracellular acidification.

Innate immune activation through Nalp3 inflammasome sensing of asbestos and silica

The inhalation of airborne pollutants, such as asbestos or silica, is linked to inflammation of the lung, fibrosis, and lung cancer. How the presence of pathogenic dust is recognized and how chronic inflammatory diseases are triggered are poorly understood. Here, we show that asbestos and silica are sensed by the Nalp3 inflammasome, whose subsequent activation leads to interleukin-1beta secretion. Inflammasome activation is triggered by reactive oxygen species, which are generated by a NADPH oxidase upon particle phagocytosis. (NADPH is the reduced form of nicotinamide adenine dinucleotide phosphate.) In a model of asbestos inhalation, Nalp3-/- mice showed diminished recruitment of inflammatory cells to the lungs, paralleled by lower cytokine production. Our findings implicate the Nalp3 inflammasome in particulate matter-related pulmonary diseases and support its role as a major proinflammatory "danger" receptor

Web-based Implementation of Winter Maintenance Decision Support System Using GIS and Remote Sensing, May 2005

Winter maintenance, particularly snow removal and the stress of snow removal materials on public structures, is an enormous budgetary burden on municipalities and nongovernmental maintenance organizations in cold climates. Lately, geospatial technologies such as remote sensing, geographic information systems (GIS), and decision support tools are roviding a valuable tool for planning snow removal operations. A few researchers recently used geospatial technologies to develop winter maintenance tools. However, most of these winter maintenance tools, while having the potential to address some of these information needs, are not typically placed in the hands of planners and other interested stakeholders. Most tools are not constructed with a nontechnical user in mind and lack an easyto-use, easily understood interface. A major goal of this project was to implement a web-based Winter Maintenance Decision Support System (WMDSS) that enhances the capacity of stakeholders (city/county planners, resource managers, transportation personnel, citizens, and policy makers) to evaluate different procedures for managing snow removal assets optimally. This was accomplished by integrating geospatial analytical techniques (GIS and remote sensing), the existing snow removal asset management system, and webbased spatial decision support systems. The web-based system was implemented using the ESRI ArcIMS ActiveX Connector and related web technologies, such as Active Server Pages, JavaScript, HTML, and XML. The expert knowledge on snow removal procedures is gathered and integrated into the system in the form of encoded business rules using Visual Rule Studio. The system developed not only manages the resources but also provides expert advice to assist complex decision making, such as routing, optimal resource allocation, and monitoring live weather information. This system was developed in collaboration with Black Hawk County, IA, the city of Columbia, MO, and the Iowa Department of transportation. This product was also demonstrated for these agencies to improve the usability and applicability of the system.

Sensing, uptake and response to c4-dicarboxylic acids in pseudomonas aeruginosa pao1

C4-dicarboxylates are one of the preferred carbon and energy sources for the growth of P. aeruginosa, a ubiquitous and metabolically versatile bacterium. However, despite their importance, C4-dicarboxylates sensing and uptake systems were poorly understood in P. aeruginosa and only little information was available in the literature. In our work, the C4-dicarboxylate transport (Dct) system in P. aeruginosa was found to be composed of a novel two-component system, called DctB/DctD, regulating together with the sigma factor RpoN the expression of two newly identified C4-dicarboxylate transporters: DctA and DctPQM. Inactivation of the dct A, dctB or dctD gene caused a growth defect of the strain in minimal media supplemented with succinate, fumarate or malate, indicating their major role in Dct. However, residual growth of the dctA mutant in these media suggested the presence of redundant C4-dicarboxylate transporter(s). Tn5 insertion mutagenesis of the kdctA mutant, combined with a screening for growth on succinate, led to the identification of a second Dct system, the DctPQM transporter, belonging to the tripartite ATP-independent periplasmic (TRAP) family of carriers. AdctAAdctPQM double mutant showed no growth on malate and fumarate albeit residual growth on succinate suggested that additional transporters for succinate are present. Competition experiments demonstrated that the DctPQM carrier was more efficient than the DctA carrier for the utilization of succinate at μΜ concentrations, whereas DctA was the major transporter at mM concentrations. For the first time, high- and low-affinity uptake systems for succinate (DctA and DctPQM) are reported to function co-ordinately to transport C4- dicarboxylates. Most probably, the presence of redundant uptake systems contributes to the versatility of this bacterium. Next, the regulation of the Dct system was investigated. While performing a parallel study about the carbon catabolite repression (CCR) phenomenon in P. aeruginosa, a link between the CCR cascade (CbrAB/CrcZ/Crc) and the Dct system was observed. Crc is a translational repressor acting when preferred carbon sources (like C4-dicarboxylates) are present. CrcZ is a small RNA acting as a functional antagonist of Crc and induced by the CbrA/CbrB two-component system when non preferred carbon sources (like mannitol) are utilized. Novel targets of the CbrAB/CrcZ/Crc system in P. aeruginosa were identified using transcriptome analysis; among them dctA and dctPQM were detected. CCR is regulating the dct transporter genes expression depending on the succinate concentrations in the medium of growth; this modulation of CCR is possible because, at the same time, succinate concentrations tune CCR. In a medium containing high succinate concentrations, CrcZ levels were low and therefore Crc inhibited the translation of mRNA targets. Whereas in a medium containing low succinate concentrations, the subsequent increase of CrcZ levels sequestered Crc, inhibiting its activity. This model shows for the first time that CCR possesses a feedback-based circuitry, a very important type of regulatory loop that confers the best adaptive response under changing environmental conditions. The expression of the dct transporter genes is also found to be regulated by the RNA chaperone protein Hfq. Hfq has the same post-transcriptional effect than Crc at high concentration of succinate, i.e. inhibiting dctP and dctR and indirectly favouring dctA expression. Moreover, an additional indirect positive regulation of dctP expression by Hfq was found. Finally, a metabolome approach was performed to investigate the internal signals modulating CCR via induction of CbrA activity in P. aeruginosa PAOl and P. putida KT2442. The results of the analysis are currently under study in the laboratory. - Les acides C4-dicarboxyliques font partie des sources de carbone et d'énergie préférés de P. aeruginosa, une bactérie versatile et ubiquitaire. Néanmoins, malgré leur importance, comment la présence des acides C4-dicarboxyliques dans le milieu est sentie par la bactérie et comment ils sont transportés dans la cellule chez P. aeruginosa n'étaient pas connus. De plus, peu d'informations sur ces procédés ont été répertoriées dans la littérature. Grace à notre travail, le système de transport des acides C4-dicarboxyliques (Dct) chez P. aeruginosa a pu être caractérisé. En effet, il est composé d'un nouveau système à deux composants, nommé DctB/DctD, qui régule, en combinaison avec le facteur sigma alternatif RpoN, l'expression des deux nouveaux transporteurs des acides C4-dicarboxyliques: DctA et DctPQM. L'inactivation des gènes dctA, dctB or dctD cause un défaut de croissance des souches mutantes dans un milieu minimum contenant du succinate, fumarate ou malate; confirmation de leur rôle dans le Dct. Cependant, une croissance résiduelle du mutant dctA dans ces milieux suggérerait une redondance des transporteurs d'acides Grdicarboxyliques. Une expérience de mutagenèse dans la souche AdctA, utilisant le transposon Tn5, combiné avec un criblage génétique sur la croissance dans le succinate, nous a permis d'identifier le deuxième transporteur DctPQM. DctPQM appartient à la famille des transporteurs TRAP (tripartite ATP-independent periplasmic). Un double mutant AdctAAdctPQM ne pousse pas dans du malate ou fumarate mais par contre présente une croissance résiduelle dans le succinate suggérant l'existence de transporteurs supplémentaires pour le succinate. En réalisant des expériences de compétitions nous avons démontré que le transporteur DctPQM est plus efficace que le transporteur DctA pour l'utilisation de succinate à une concentration de l'ordre du μΜ. Par contre, DctA est le transporteur le plus important pour une concentration de succinate de l'ordre du raM. Pour la première fois, deux systèmes de transport, un avec une forte- et un avec une faible-affinité (DctA et DctPQM) pour le succinate, sont coordonnés dans leur activité de transport des acides C4- dicarboxyliques, probablement contribuant à la versatilité de la bactérie. Ensuite, nous avons étudié la régulation du system Dct. En effectuant, en parallèle, une étude sur le phénomène de la répression catabolique (RC) chez P. aeruginosa, un lien entre la RC et le système Dct a été observé. La cascade des régulateurs formant la RC est composée de CbrA/CbrB, CrcZ et Crc. Crc est un répresseur traductionnel qui agit quand des sources de carbone préférées (comme les acides C4-dicarboxyliques) sont présentes dans le milieu. CrcZ est un petit ARN non-codant qui agit comme antagoniste de Crc. L'expression de CrcZ est induite par le système à deux composants CbrA/CbrB lorsque une source de carbone non-préférée est utilisée (comme le mannitol). Des nouvelles cibles du système CbrAB/CrcZ/Crc chez P. aeruginosa ont été identifiées grâce à une analyse du transcriptome des souches mutantes des régulateurs de la cascade. Parmi les cibles identifiées, les gènes dctA et dctPQM étaient présents. La RC régule l'expression des transporteurs dct en fonction de la concentration de succinate dans le milieu de croissance. Cette régulation est possible parce que, en même temps, les acides C4- dicarboxyliques régulent la RC. Dans un milieu contenant une grande concentration du succinate, le niveau d'expression de CrcZ est faible, donc Crc peut inhiber l'expression de ces ARN messagers cibles. Par contre, dans un milieu avec une faible concentration de succinate, l'augmentation de l'expression de CrcZ titre Crc et inhibe son activité. Ce modèle de régulation rétroactive est très important pour le phénomène de la RC, parce qu'il permet à la bactérie d'accorder une meilleure réponse à un changement environnemental. L'expression des gènes codant pour les transporteurs dct sont aussi régulés par la protéine chaperonne d'ARN Hfq. Hfq semble avoir le même effet traductionnelle que Crc, lorsqu'il y a une forte concentration de succinate. Nous avons ainsi observé une régulation négative de l'expression du gène dct Ρ et dctR, qui code pour un répresseur de la transcription de dctA. Nous avons aussi observé une régulation positive de la transcription de dctP par Hfq, probablement de façon indirecte. Enfin, une analyse du metabolome a était utilisée pour chercher les signaux internes modulant la RC et, en particulier, l'activité de la protéine senseur CbrA chez P. aeruginosa PAOl et P. putida KT2442. Les résultats de l'analyse sont en cours d'étude dans le laboratoire.

Midwest Regional Rail Passenger Initiative (MWRRI) Status Report, December 2005

Status report of Midwest Regional Rail Initiative

Subtype-specific Modulation of Acid-sensing Ion Channel (ASIC) Function by 2-Guanidine-4-methylquinazoline.

Acid-sensing ion channels (ASICs) are neuronal Na(+)-selective channels that are transiently activated by extracellular acidification. ASICs are involved in fear and anxiety, learning, neurodegeneration after ischemic stroke, and pain sensation. The small molecule 2-guanidine-4-methylquinazoline (GMQ) was recently shown to open ASIC3 at physiological pH. We have investigated the mechanisms underlying this effect and the possibility that GMQ may alter the function of other ASICs besides ASIC3. GMQ shifts the pH dependence of activation to more acidic pH in ASIC1a and ASIC1b, whereas in ASIC3 this shift goes in the opposite direction and is accompanied by a decrease in its steepness. GMQ also induces an acidic shift of the pH dependence of inactivation of ASIC1a, -1b, -2a, and -3. As a consequence, the activation and inactivation curves of ASIC3 but not other ASICs overlap in the presence of GMQ at pH 7.4, thereby creating a window current. At concentrations >1 mm, GMQ decreases maximal peak currents by reducing the unitary current amplitude. Mutation of residue Glu-79 in the palm domain of ASIC3, previously shown to be critical for channel opening by GMQ, disrupted the GMQ effects on inactivation but not activation. This suggests that this residue is involved in the consequences of GMQ binding rather than in the binding interaction itself. This study describes the mechanisms underlying the effects of a novel class of ligands that modulate the function of all ASICs as well as activate ASIC3 at physiological pH.

Glucose sensing by the hepatoportal sensor is GLUT2-dependent: in vivo analysis in GLUT2-null mice.

In the preceding article, we demonstrated that activation of the hepatoportal glucose sensor led to a paradoxical development of hypoglycemia that was associated with increased glucose utilization by a subset of tissues. In this study, we tested whether GLUT2 plays a role in the portal glucose-sensing system that is similar to its involvement in pancreatic beta-cells. Awake RIPGLUT1 x GLUT2-/- and control mice were infused with glucose through the portal (Po-) or the femoral (Fe-) vein for 3 h at a rate equivalent to the endogenous glucose production rate. Blood glucose and plasma insulin concentrations were continuously monitored. Glucose turnover, glycolysis, and glycogen synthesis rates were determined by the 3H-glucose infusion technique. We showed that portal glucose infusion in RIPGLUT1 x GLUT24-/- mice did not induce the hypoglycemia observed in control mice but, in contrast, led to a transient hyperglycemic state followed by a return to normoglycemia; this glycemic pattern was similar to that observed in control Fe-mice and RIPGLUT1 x GLUT2-/- Fe-mice. Plasma insulin profiles during the infusion period were similar in control and RIPGLUT1 x GLUT2-/- Po- and Fe-mice. The lack of hypoglycemia development in RIPGLUT1 x GLUT2-/- mice was not due to the absence of GLUT2 in the liver. Indeed, reexpression by transgenesis of this transporter in hepatocytes did not restore the development of hypoglycemia after initiating portal vein glucose infusion. In the absence of GLUT2, glucose turnover increased in Po-mice to the same extent as that in RIPGLUT1 x GLUT2-/- or control Fe-mice. Finally, co-infusion of somatostatin with glucose prevented development of hypoglycemia in control Po-mice, but it did not affect the glycemia or insulinemia of RIPGLUT1 x GLUT2-/- Po-mice. Together, our data demonstrate that GLUT2 is required for the function of the hepatoportal glucose sensor and that somatostatin could inhibit the glucose signal by interfering with GLUT2-expressing sensing units.