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Liu–II coal pit is a typical example of China’s deep coal mines which is seriously threatened by groundwater inrush from the underlying carboniferous Taiyuan limestone formation. An exhaustive data set of this confined aquifer exists. The aquifer lies 45 m∼ 60 m below the major coal seam. A traditional artesian aquifer test has been performed in order to assess the hydraulic properties, e.g. transmissivity (T) and storage coefficient (S). This artesian aquifer test is conducted with four simultaneously operating production wells while the discharge of each production well varied with time. The results of this test suggest that the aquifer is heterogeneous. Therefore, the according problems are: (1) how to analyze the artesian aquifer test with linearly declining discharge; (2) how to deal with multiple production wells in an aquifer test; (3) how to adequately consider aquifer heterogeneity. Thus, the objective of this thesis is to solve these problems. 1) As opposed to classical above-ground pumping tests, it is difficult to control the discharge rate of the production well in a deep mine artesian aquifer test since the hydraulic pressure is extraordinary high. Moreover the discharge rate won’t descend rapidly to zero, thus the analytical solution of Jacob and Lohman (1952) type curve for the artesian aquifer test will not be applicable. It is more reasonable to analyze the test as a pumping test with variable discharge. It is considered to rebuild a hydrogeological conceptual model which is similar with Theis (1935) model but with the variable discharge. A general equation for any discharge variability is given. Its application for the linearly declining discharge is presented subsequently, and a type curve of this equation with linearly declining discharge is given as well. After that, a simple numerical model is built by FEFLOW to simulate an artificial pumping test with the linearly declining discharge by assigning different parameter sets for transmissivity and storage coefficient. The type curve method is applied to evaluate transmissivity and storage coefficient for the linearly declining discharge well. The deviation between the given values of transmissivity and storage coefficient in FEFLOW and the values of those calculated by matching point are sufficiently small. Thus, when the discharge of production well declines linearly, a type curve method as an empirical method is reasonable and gives satisfactory values of these hydrogeological parameters. 2) In some cases, it is necessary to conduct a pumping test (or an artesian aquifer test) with several pumping wells (or production wells) which work simultaneously in order to discharge maximum quantity of groundwater. Normally, the superposition method or numerical simulation is applied to analyze the test result. However, a new approach called “Well Generalization Method” is defined and analyzed in this thesis. It is an easy–to–use approach for hydrogeologist to estimate the aquifer parameters while conducting an aquifer test. Since the key point of this approach is using a generalization well to substitute the pumping (or production) wells, it is obvious that this approach will generate the estimated error of parameters. Accordingly, several scenarios are analyzed and discussed based on the artificial type aquifer designed in FEFLOW. A homogeneous aquifer and a heterogeneous aquifer which is generated by geostatistical stochastic simulation technique (see 3)) are discussed separately. As a result, this approach is feasible and applicable under some conditions when the calculated observation well is arranged more than about 2.5 times the scale of the multi–pumping–wells field away from the center of the multi–pumping–wells field, furthermore, the maximum deviation of drawdown resulting from these observation wells will be less than 0.5 m, and the estimated value of transmissivity will be 0.44% smaller than real value. 3) Finally aquifer heterogeneity is addressed, in order to check the introduced method for applicability under realistic conditions. It has been described that aquifer heterogeneity plays a major role in hydrodynamic processes (e.g. de Marsily et al., 1998). Geostatistics which is considered as a useful tool for characterizing the spatial variability of transmissivity is applied to solve this problem. Based on the results of the artesian aquifer test conducted in Liu–II coal pit, a model of spatial variability of transmissivity is developed. Sequentially, the variogram model is applied in ordinary kriging to interpolate the transmissivity distribution, and in sequential Gaussian simulation to simulate a random field of transmissivity data in order to reflect its small scale variability. A comparison of the results of estimation and simulation of transmissivity indicates that the simulated values better reflect the spatial variability, reversely, the estimated values are much smoother.
A slice is an intersection of a hyperplane and a self-similar set. The main purpose of this work is the mathematical description of slices. A suitable tool to describe slices are branching dynamical systems. Such systems are a generalisation of ordinary discrete dynamical systems for multivalued maps. Simple examples are systems arising from Bernoulli convolutions and beta-representations. The connection between orbits of branching dynamical systems and slices is demsonstrated and conditions are derived under which the geometry of a slice can be computed. A number of interesting 2-d and 3-d slices through 3-d and 4-d fractals is discussed.
The collisionless tearing mode is investigated by means of the delta-f PIC code EUTERPE solving the gyrokinetic equation. In this thesis the first simulations of electromagnetic non-ideal MHD modes in a slab geometry with EUTERPE are presented. Linear simulations are carried out in the cases of vanishing and finite temperature gradients. Both cases are benchmarked using a shooting method showing that EUTERPE simulates the linearly unstable tearing mode to a very high accuracy. In the case of finite diamagnetic effects and values of the linear stability parameter Delta of order unity analytic predictions of the linear dispersion relation are compared with simulation results. The comparison validates the analytic results in this parameter range. Nonlinear single-mode simulations are performed in the small- to medium-Delta range measuring the dependency of the saturated island half width on the equilibrium current width. The results are compared with an analytic prediction obtained with a kinetic electromagnetic model. In this thesis the first simulation results in the regime of fast nonlinear reconnection~(medium- to high-Delta range) are presented using the standard gyrokinetic equation. In this regime a nonlinear critical threshold has been found dividing the saturated mode from the super-exponential phase for medium-Delta values. This critical threshold has been proven to occur in two slab equilibria frequently used for reconnection scenarios. Either changing the width of the equilibrium current or the wave number of the most unstable mode makes the threshold apparent. Extensive parameter studies including the variation of the domain extensions as well as the equilibrium current width are dedicated to a comprehensive overview of the critical threshold in a wide range of parameters. Additionally, a second critical threshold for high-Delta equilibria has been observed. A detailed comparison between a compressible gyrofluid code and EUTERPE is carried out. The two models are compared with each other in the linear regime by measuring growth rates over wave numbers of the most unstable mode for two setups of parameters. Analytical scaling predictions of the dispersion relation relevant to the low-Delta regime are discussed. Employing nonlinear simulations of both codes the saturated island half width and oscillation frequency of the magnetic islands are compared in the small-Delta range. Both models agree very well in the limit of marginal instability and differ slightly with decreasing wave vector. Recently, the full polarisation response in the quasi-neutrality equation was implemented in EUTERPE using the Padé approximation of the full gyrokinetic polarisation term. Linear simulation results including finite ratios of ion to electron temperature are benchmarked with the dispersion relation obtained from a hybrid model. Finite temperature effects influence the saturated island width slightly with increasing ion to electron temperature ratio which has been verified by both models.
The Black Sea experienced fundamental environmental changes during the last glacial-interglacial transitions. During the last 670,000 years, the Black Sea was at least twelve times connected to Mediterranean Sea, received saltwater via the Bosporus strait, and evolved to a brackish anoxic water body. A lowered global sea level during glacials caused isolation of the basin from the open ocean, and the Black Sea became limnic and well-oxygenated. The last glacial-interglacial history of the Black Sea is relatively well understood and demonstrates the high sensitivity of this basin to global climate and environmental changes. Previous studies particularly focussed on the evolution during the last glacial with meltwater pulses, warming during the glacial-interglacial transition, and the development from a ventilated lake to the present euxinic/brackish water body. Apart from the interglacial warming, the Black Sea sediments clearly recorded short-term abrupt temperature changes associated with cooling during Heinrich events and the Younger Dryas as well the Bølling-Allerød warming, which occurred over the northern hemisphere. However, our knowledge about the Black Sea history before 40,000 BP is comparatively poor even though crucial for understanding hemisphere-wide atmospheric teleconnection patterns and climate mechanisms during older glacials and interglacials. A multiproxy approach has been applied on three gravity cores and surface sediment from the southeastern Black Sea comprising ostracod geochemistry (Mg/Ca, Sr/Ca, U/Ca, 87Sr/86Sr), major and trace elements (Al, Ca, Fe, K, Ti, Mo, Re, Sr, W, Zr) and organic biomarkers (n-alkanes, alkenones, UK’37-palaeotemperatures, glycerol dialkyl glycerol tetraethers, TEX86-palaeotemperatures, BIT-index). The cores cover the last 134,000 a and provide new findings concerning the last and penultimate glacial-interglacial transitions (12,000- 0 a BP; 134,000-120,000 a BP) as well as the abrupt climate changes during the last glacial period (64,000-20,000 a BP). The major topics of this work are i) the penultimate glacial-interglacial transition (Saalian-Eemian), ii) the environmental conditions in the Black Sea “Lake” during abrupt climate oscillations of the last glacial period, iii) and the comparison of the redox evolution during Eemian and Holocene sapropel formation. Two meltwater pulses caused a pronounced freshening of the Black Sea “Lake” during the ending penultimate glacial, which originated from the melting Fennoscandian Ice Sheet. Due to unusually high radiogenic Sr-isotope signatures of benthic ostracods, a potential Himalayan source communicated via the Caspian Sea is also likely. During the glacial-interglacial transition the temperatures in the Black Sea increased from 9°C to 17°C and the associated global sea-level rise allowed the reconnection between the Mediterranean and Black Seas around 128,000 a BP. Eemian sapropel formation started shortly after the intrusion of saltwater and the water body became gradually euxinic. In comparison with the Holocene sapropel, the Eemian proxy records imply warmer and stronger euxinic conditions and distinctly higher enrichments of redox-sensitive trace elements like e.g. Mo, Re, and W. Because the seawater forms the ultimate source for several trace metals, these enrichments were most likely favoured by the higher salinity due to a ca. 10 m higher sea level and enhanced Mediterranean Sea - Black Sea water exchange. Based on biomarker analyses, lake surface temperatures could be calculated for the first time for the period between 64,000 and 20,000 a BP, which includes the Marine Isotope Stage (MIS) 3. Abrupt stadial/interstadial temperature changes with amplitudes of up to 4°C in the Black Sea “Lake” clearly resemble the Greenland Dansgaard-Oeschger pattern. However, an exceptional cooling during the so-called Heinrich events is not evident from our cores. This finding agrees with modelling results proposing a deeper penetration of regular Dansgaard-Oeschger cycles into the Eurasian continent when compared with the Heinrich events. During the warm and more humid interstadials, the Black Sea “Lake” became fresher and more productive and the water level probably increased. During the colder and more arid stadials the freshwater supply was decreased and productivity was low. Aridity and stronger westerly winds favoured the input of aeolian transported detritus. The long-term pattern from 64,000 to 20,000 a BP demonstrates a strong influence of orbital-driven changes in the Eurasian ice volume and associated atmospheric circulation patterns over the Black Sea region. The present multi-proxy study demonstrates that the sediments from the SE Black Sea clearly record not only orbital- but also millennial-scale climate and environmental changes and thus represent an important continental archive for climate change bridging the North Atlantic-Eurasian corridor.
Structure– and sequence–function relationships in (S)-amine transaminases and related enzymes
(2015)
Chiral primary amines are valuable building blocks for many biologically active compounds. Environmentally friendlier alternatives to the classical methods for α-chiral primary amine synthesis are highly desired. A biocatalytic alternative that recently proved beneficial for industrial applications is asymmetric synthesis utilising (S)-selective amine transaminases (S-ATAs). These enzymes can be utilized to transaminate a prochiral ketone with an amino donor (e.g. isopropylamine), to achieve a chiral amine and a carbonyl product (e.g. acetone). However, for several potential applications protein engineering is required to fit (S)-ATAS to the demands of an industrial process. Since no (S)-ATA crystal structure required for understanding the substrate recognition and thus protein engineering was available, we first aimed at obtaining structural data. Instead of solving crystal structures ourselves, we took advantage of structural genomics projects and discovered, that the protein data bank (PDB) already contained crystal structures of four enzymes with unknown function that we hypothesised to possess (S)-ATA activity. After developing a screening method, the four enzymes could be characterized as ω-amino acid:pyruvate transaminases (ωAA:pyr TAs). (S)-amine conversion was suggested to be a ‘substrate-promiscuous’ activity of these enzymes, as it is pronounced differently in the four investigated ones. By comparing the active sites of the highly and poorly active (S)-ATAs, the residues that determine the ability of amine conversion in these enzymes were discovered. Furthermore, the mechanism for dual substrate recognition, the binding of both, carboxyl and bulky hydrophobic substrates in the same active site, could be elucidated with the crystal structures. A flexible arginine side chain is able to adopt various positions thus enabling carboxylate binding and by ‘flipping’ out of the active site, to create space for amine binding. Then, a limitation of these enzymes, the restricted substrate scope caused by a small binding pocket was addressed. First, a rational protein engineering approach was set up to create more space. The tested mutations, however, destroyed most of the activity for both regular and more bulky substrates. We thus learned that the structural requirements for (S)-ATA activity are more complex than initially anticipated and a semi-rational approach was applied to broaden the substrate scope. By systematic saturation of active site positions, substantially improved mutants for bulkier amine synthesis could be obtained. As this study highlighted a lack of understanding of (S)-ATA, the functional important residues in the enzymes belonging to the class III TA family were surveyed. This family is defined by common sequence and structure features and besides (S)-ATAs mainly comprises TAs of various substrate scopes but also a few phospholyases, racemases and decarboxylases. To enable the comparison of active site residues among them, a commercial bioinformatics tool was used to create a family wide structure-based alignment of around 13,000 sequences. Based on statistical analyses of this alignment, structural inspections and literature evaluation, active site residues crucial for certain specificities within this family have been identified. By investigating the ingenious active site designs that enable such a plethora of reactions, and by identifying sets of functional important residues termed ‘active site fingerprints’, the understanding of catalysis in this enzyme family could be broadened. Furthermore, these functional important residues can on the one hand be applied to predict the specificity of uncharacterised enzymes, if a fingerprint is matched. On the other hand, if no fingerprint is matched, they can help to discover yet unknown activities or mechanisms to achieve a known specificity. We exemplified the latter case by functionally characterising a Bacillus anthracis enzyme with the crystal structure 3N5M, whose substrate specificity was unknown and could not be predicted. The 3N5M enzyme was found to possess ωAA:pyr TA and (S)-ATA activity even though it lacks the above-mentioned ‘flipping’ arginine. Based on molecular dynamics simulations we were able to propose an alternative mechanism for dual substrate recognition in the B. anthracis ωAA:pyr TA. By these findings the understanding of the requirements for (S)-ATA activity could be further broadened and a functional knowledge gap within the class III TA family was closed. The active site residue composition in 3N5M is now connected to enzymatic function and may be applied for future specificity predictions.
Having been regarded as wastelands until quite recently, wetlands are increasingly acknowledged as ecosystems of high biodiversity. Wetland restoration projects are often accompanied by the implementation of specific species management programs. Naturally, for effective management measures, profound knowledge of the target speciesʼ ecological requirements is obligatory, including habitat selection, feeding ecology as well as spatial behaviour such as movements within and between patches of suitable habitat. Yet, big knowledge gaps exist for many marshland birds which is particularly true for highly secretive species such as rails and crakes. Considered as the least known among the Palaearctic breeding birds, most information about the Baillon's Crake Zapornia pusilla is only anecdotic, resulting in strong uncertainties with regard to the species' distribution, population sizes, status, migratory behaviour as well as ecological requirements. This can be mainly attributed to the species' skulking behaviour and its seemingly highly erratic occurrence. Baillon's Crakes in the Western Palaearctic and Palaeotropics are referred to as the subspecies Z. p. intermedia. While European breeding birds are assumed to winter in sub-Saharan wetlands, African populations are considered rather to be itinerant with local movements induced by seasonal or anthropogenic habitat changes. However, for both migratory movements, major directions or routes are unknown. The discovery of a large number of Baillon's Crakes presumably wintering in the floodplains of the Parc National des Oiseaux du Djoudj (PNOD), situated in the Senegal River Delta, WAfrica, initiated this thesis. The main aim of the study was, firstly, to clarify the status and size of this population and assess its connectivity to European breeding population(s). Secondly, in order to improve the knowledge about the species' ecological requirements as a basis for the National Parks conservation management, habitat selection, spatial behaviour as well as dietary selectivity were investigated. The major part of the fieldwork was performed in PNOD in the course of the dry season during periods of 1.5 - 2.5 months from December - March 2009, 2010 and 2013. Baillon's Crakes were mainly caught with cage traps, ringed and common measurements were taken, including moult status. Skin tissue as well as one rectrice was sampled for DNA and stable isotope analyses. This was also done for Baillon's Crakes caught in European breeding grounds in Germany, Montenegro and Southern Spain. For dietary analyses, faecal samples were collected in PNOD in winter 2009/2010. Furthermore, some individuals were equipped with radio-transmitters to determine home range size and habitat selection. For the identification of the most relevant habitat parameters both on a population as well as on the individuals' level, we used a vegetation map based on satellite imagery covering the entire Djoudj area as well as maps generated on the basis of aerial photographs taken at two study sites.
The Institute of German Dentists [Institut der Deutschen Zahnärzte (IDZ)] conducted four national cross-sectional surveys of oral health in the German resident population [German Oral Health Studies, "Deutsche Mundgesundheitsstudien", (DMS)]: in 1989 (DMS I, only West Germany), 1992 (DMS II, only East Germany), 1997 (DMS III), and 2005 (DMS IV). In this study, the first two surveys (1989/92) were merged to achieve comparability with the last two studies. The Studies of Health in Pomerania (SHIP) are two independent regional cross-sectional population-based studies conducted during 1997-2001 (SHIP-0) and 2008-2012 (SHIP-Trend) in northeast Germany. In this thesis, we addressed three main questions: First, we aimed to explore the relative contributions of clinical oral health variables assessing caries, periodontal status, and prosthetic status to self-perceived oral health by means of an age-specific approach in DMS IV. Second, we aimed to assess the changes of dental health in West and East Germany between 1989 and 2005 in DMS I-IV. Third, we aimed to evaluate the changes of periodontal status and number of teeth within the last decade based on data from the DMS and the SHIP studies. To explore the associations of self-perceived oral health with clinical oral health variables, we developed separate multinomial logistic regression models for adults and seniors in DMS IV by using stepwise methods. To assess the changes of dental health in West and East Germany between 1989 and 2005, we applied regression models and assessed associations between region, survey year, their interactions and variables assessing dental disease status (number of missing, filled, decayed and sound teeth, the DMFT-index and the probability of having ≤20 teeth), adjusting for potential risk factors for caries. To assess changes of periodontal status in Germany, prevalences, percentages and numbers of teeth affected were defined. In summary, the number of unreplaced teeth showed the strongest association with self-perceived oral health in adults and was the second variable to enter the model for seniors during the stepwise selection process. Between 1997 and 2005, the number of missing teeth considerably decreased in DMS but East Germans had consistently more missing teeth than West Germans in each survey year. Further, during the last decade, the periodontal status significantly improved in SHIP and in West German adults, which might translate into a even higher tooth retention in the future.
Today the process of improving technology and software allows to create, save and explore massive data sets in little time. "Big Data" are everywhere such as in social networks, meteorology, customers’ behaviour – and in biology. The Omics research field, standing for the organism-wide data exploration and analysis, is an example of biological research that has to deal with "Big Data" challenges. Possible challenges are for instance effcient storage and cataloguing of the data sets and finally the qualitative analysis and exploration of the information. In the last decade largescale genome-wide association studies and high-throughput techniques became more effcient, more profitable and less expensive. As a consequence of this rapid development, it is easier to gather massive amounts of genomic and proteomic data. However, these data need to get evaluated, analysed and explored. Typical questions that arise in this context include: which genes are active under sever al physical states, which proteins and metabolites are available, which organisms or cell types are similar or different in their enzymes’or genes’ behaviour. For this reason and because a scientist of any "Big Data" research field wants to see the data, there is an increasing need of clear, intuitively understandable and recognizable visualization to explore the data and confirm thesis. One way to get an overview of the data sets is to cluster it. Taxonomic trees and functional classification schemes are hierarchical structures used by biologists to organize the available biological knowledge in a systematic and computer readable way (such as KEGG, GO and FUNCAT). For example, proteins and genes could be clustered according to their function in an organism. These hierarchies tend to be rather complex, and many comprise thousands of biological entities. One approach for a space-filling visualization of these hierarchical structured data sets is a treemap. Existing algorithms for producing treemaps struggle with large data sets and have several other problems. This thesis addresses some of these problems and is structured as follows. After a short review of the basic concepts from graph theory some commonly used types of treemaps and a classification of treemaps according to information visualization aspects is presented in the first chapter of this thesis. The second chapter of this thesis provides several methods to improve treemap constructions. In certain applications the researcher wants to know, how the entities in a hierarchical structure are related to each other (such as enzymes in a metabolic pathway). Therefore in the 3 third chapter of this thesis, the focus is on the construction of a suitable layout overlaying an existing treemap. This gives rise to optimization problems on geometric graphs. In addition, from a practical point of view, options for enhancing the display of the computed layout are explored to help the user perform typical tasks in this context more effciently. One important aspect of the problems on geometric graphs considered in the third chapter of the thesis is that crossings of edges in a network structure are to be minimized while certain other properties such as connectedness are maintained. Motivated by this, in the fourth chapter of this thesis, related combinatorial and computational problems are explored from a more theoretical point of view. In particular some light is shed on properties of crossing-free spanning trees in geometric graphs.
Mutualisms are ubiquitous in nature and shape whole ecosystems. Although species benefit by interacting with each other, they permanently act selfishly. As a consequence, the involved partners must balance gaining the maximal benefit while accepting a certain amount of costs. Changes in the environment, however, may alter selection pressures and lead to a shift in the relative costs and benefits for both involved species. Due to this complexity, many mutualisms and their underlying processes, such as the dependence of the involved species on each other, are only poorly understood. Moreover, in several so-called mutualistic interactions it is unclear if they are in fact beneficial for all partners because detailed cost-benefit analyses are missing. The aim of my thesis was to contribute to a better understanding of the basic principles of mammal-plant mutualisms with special emphasis on the interdependence of the involved species. Using the interaction between an insectivorous bat species (Kerivoula hardwickii) and carnivorous pitcher plants (genus Nepenthes) as a model system, I conducted a detailed cost-benefit analysis to test if the partners interact mutualistically and are strongly dependent on one another. I hypothesised that pitchers of these plants serve as high quality roosts for the bats while the bats in turn fertilise the plants via their nutritious faeces. For the involved species the costs of the interaction should be lower than the gained benefits, but general costs should increase in the absence of the partner. Over the course of my field research, I found the bats roosting in three Nepenthes species, but the bats occupied intact pitchers of only one species, Nepenthes hemsleyana. In Nepenthes bicalcarata and Nepenthes ampullaria, the bats used senescing or damaged pitchers whose high amount of digestive fluid had drained off. Thus, only N. hemsleyana was potentially able to digest bat faecal matter, and thereby benefit from the bats. My cost-benefit analysis showed that N. hemsleyana plants strongly benefited from their bat interaction partner: In feeding experiments the plants gained between 34% and 95% of their nitrogen from bat faeces, which significantly improved their growth, photosynthesis and survival. In contrast, plants without access to faeces could not fully compensate the induced lack of nutrients by using arthropod prey. Field observations revealed no obvious costs for the pitcher plant. N. hemsleyana pitchers occupied by bats did not differ in their lifespan from unoccupied ones as bats did not injure the plants’ tissue. The interaction was also advantageous for K. hardwickii because N. hemsleyana offered high quality roosts with a favourable microclimate and low parasite infestation risk. Consequently, bats roosting in N. hemsleyana pitchers were in better condition than those roosting in dead N. bicalcarata pitchers. Although N. hemsleyana pitchers are rare in the natural habitat, bats could easily find and identify them due to an echo reflector, which reduces time and energy costs for roost detection. Most N. hemsleyana plants continuously provided at least one intact pitcher meaning bats could return to the same plants over a period of several months or even years. The interaction between K. hardwickii and N. hemsleyana can be classified as an asymmetric facultative mutualism with stronger dependence of the plant partner. N. hemsleyana has outsourced arthropod capture and digestion to its mutualistic bat partner while arthropod attraction is strongly reduced. Contrastingly, several populations of K. hardwickii frequently use alternative roosts. Strong selective pressure on the plants could be the consequence to attract bats with a potential stabilising effect on the interaction: N. hemsleyana has to outcompete the involuntarily offered roosts of the other Nepenthes species in terms of quality and accessibility. My thesis revealed complex interdependencies in an animal-plant mutualism. This study exemplifies that rigorous cost-benefit analyses are crucial for the classification of interspecific interactions and the characterisation of how the involved species affect and depend on each other.
The influence of regulatory proteins on the physiology and virulence of Streptococcus pneumoniae
(2015)
In conclusion, this work identifies the regulator ArgR2 as activator of the S. pneumoniae TIGR4 arginine deiminase system and arginine-ornithine transporter ArcD, which is needed for uptake of the essential amino acid arginine. Although ArgR2 activates ArcD expression and uptake of arginine is required to maintain pneumococcal fitness, the deficiency of ArgR2 increases TIGR4 virulence under in vivo conditions, suggesting that other factors regulated by ArgR2 counterbalance the reduced uptake of arginine by ArcD. Thus this works illustrates that the physiological homeostasis of pneumococci is complex and that ArgR2 plays a key role in maintaining bacterial fitness. Moreover, Rex was identified as a regulator of housekeeping genes including genes encoding glycolytic enzymes. In vitro studies and gene expression analyses suggested that the regulator Rex does not have an influence on the physiology of S. pneumoniae. However, a co-infection experiment demonstrated that Rex is involved in maintaining pneumococcal fitness and robustness under in vivo conditions.