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Simulations of Short Model Peptides and Practically Relevant Modeled Titanium Implant Surfaces
(2014)
One of the aims of this work was to generate a non restrained force field model including carbon contamination to make the adsorption simulations more realistic and comparable with experimental data. Another purpose was to find out how the special recognition of small linker proteins on titanium dioxide is working. During this work a fixed and a non restrained rutile (100) model was used and critical properties were observed which are not only related to the surface. The rigid water layers on top of the oxide are very important for the protein and peptide adsorption. Therefore the first discussing object were the properties of the water layers and how they can be influenced. The charge distribution on the surface was found to have a big effect on them. Depending on the charges of the surface atoms or the functional groups, resulting out of the hydroxylation equilibrium, precisely the first water layer gets more rigid or smother. This has a big effect on biomolecule adsorption. The peptides need to penetrate these water layers to generate direct interaction points. The correct description of the surface in molecular dynamic simulations therefore has a high influence on the results. The better the model is the better the findings are comparable with experimental ones. Additionally carbon contamination was mimicked by using a monolayer of pentanol molecules. This fits very good with experimental data (e.g. contact angle) and make the oxide model more hydrophobic. Interaction of proteins and peptides in experiments or in medical use are often observed under normal air conditions, which means that the scaffold is i) hydroxylated by water and ii) carbon contaminated in a short period of time. Therefore investigations were done to find out how the contamination influences the adsorption of a formally know good or bad binding peptide (TiOBP1; TiOBP2). It was found that the TiOBP1 is able to bind the different surface modifications very well which coincides with observations made in experiments. The way of adsorption (direct or indirect) depends on the water layers properties. The first layer on high charged surface models is that rigid, that the peptide is not able to adsorb in a direct way. On the carbon contaminated oxide model the adsorption is possible by reducing the flexibility of the secondary structure motive. In the case of TiOBP2 adsorption on the clean surface model results in only weak binding or even in no interaction. Whereas on the carbon contaminated dioxide the once know bad binder is able to interact with the Pentanol monolayer. No direct adsorption is observed but the hydrophobic side chains have the possibility to orient themselves according to the hydrophobic layer without changing significantly in the secondary structure motive. An additional test peptide (minTBP) adsorbs without being affected by the contamination. This raises the question if the distribution of hydrophobic to hydrophilic amino acids has influence on the adsorption ability according to clean and contaminated surface. For experimental application it could be of interest to generated peptides (GEPI´s) which bind both surface types without changing the secondary structure motives then as we know functionality is based on these structures. In the case of the PHMB polymer adsorption was observed depending on the hydroxylation ratio and therefore on the charge density of the rutile (100) surface. After analysis of the simulations takeaways from experiments could be substantiated. The PHMB interacts with the negative charged surface via the first water layer as a film. So the new force field model describing the rutile (100) titanium dioxide surface with additional carbon contamination model of one monolayer pentanol fits the experimental data very well. The adsorption studied on this surfaces indicates that the contamination as expected makes the surface more hydrophobic and influences the adsorption behavior of the tested peptides especially the secondary structure of TiOBP1. This indeed enhances experimental investigations. Peptides which e.g. link organic and inorganic parts should be good adsorbing on clean and contaminated surfaces by keeping their functionality. Furthermore experimental data can be substantiated by using atomistic simulations like in the case of PHMB adsorption.
The metabolomic approach is one part of the "-omics" cascade further comprising genomic, transcriptomic, and proteomic investigations. Since information about the metabolome of the important human pathogenic bacterium Staphylococcus aureus is scarce, the aim of this thesis is the characterization of the exo- and endometabolome of this bacterium on a most global scale. For this, the metabolomic platform consisting of the analytical instruments used for 1H-NMR spectroscopy, HPLC-MS, and GC-MS analysis was applied. First, the requirements for an accurate sampling procedure for the analysis of intracellular metabolites are presented, explaining important pitfalls during the sampling and the subsequent metabolome analysis via HPLC-MS and GC-MS (book chapter I). The challenging task of the metabolite identification is demonstrated, as well as the requirements for absolute quantification of intracellular metabolites. In order to enhance the knowledge about the staphylococcal physiology and the biochemical network, the impact of different stresses and varying cultivation media on the bacterial metabolite pool was investigated in several studies. In article I, a first description of the primary metabolism of growing S. aureus COL cells cultivated aerobically in CDM is provided. This study also monitored the adaptation to glucose starvation on the level of metabolites and proteins. The uptake of all amino acids and the secretion and reuse of overflow metabolites were analyzed in a time-dependent manner. During the switch to a non-growing state, a drastic rearrangement of the amino acid pool in the bacterial cells was detected, and intracellular amounts of glycolytic intermediates were found to decrease in parallel to extracellular glucose exhaustion. During infection processes, S. aureus has to cope with varying levels of oxygen supply, including anaerobic conditions. A global metabolomic approach investigated the adaptation of S. aureus COL to strict anaerobic conditions using CDM as the culture medium. Thereby only linear growth was possible despite the higher uptake rate of glucose compared to aerobically, logarithmically growing cells. In an anoxic environment, S. aureus mainly switched on the less reliable lactic acid fermentation. Only serine and threonine but no alanine were significantly taken up. Subsequent glucose limitation led to energy starvation indicated by a drop in the adenylate energy charge. This was accompanied with an arrest of the fermentative metabolism and declining numbers of colony-forming units without taking advantage of the energy supplying arginine deiminase pathway. Compared to the established CDM, the eukaryotic cell culture medium RPMI 1640 provides more in vivo-like growth conditions. In article II, the growth behavior and the metabolic footprint of the S. aureus strains COL and HG001 were investigated during the aerobic cultivation in RPMI 1640 medium. Both strains are commonly used in laboratory research. The observed uptake and secretion pattern of extracellular metabolites provides important information for infection studies in which this medium is used for the precultivation of S. aureus. The extracellular accumulation of the noncanonical D-amino acid D-isoleucine was an interesting outcome. The strain specific metabolic footprint points to noteworthy differences in the biochemical system of both strains. Moreover, this study demonstrates the impact of the cultivation medium on the metabolic status of bacterial cells. Due to increasing resistance against a large number of antibiotics, community- and hospital- acquired infections with S. aureus are of major concern in medical therapy. Thus, greater knowledge about adaptive mechanisms after antibiotic treatment is required. In article III, the response of S. aureus HG001 to antibiotics with varying target sides, such as ciprofloxacin, erythromycin, fosfomycin, vancomycin, and ampicillin, was investigated on the metabolite level. Thereby, the abundances of 176 intracellular metabolites were observed in a time-dependent manner, thus providing the most comprehensive experimental metabolite dataset so far available for S. aureus. None of the antibiotic compounds led to alterations of single metabolite amounts, but mostly entire metabolic pathways were affected. The intermediates of the cell wall biosynthesis were affected by each antibiotic, confirming this pathway as the most potential target for new antibacterial compounds. The metabolite composition of human nasal secretions and human sweat was analyzed, since such secretions present natural habitats of S. aureus during the colonization of typical host sides. The results confirm that the bacteria has to cope with low concentrations of most of the amino acids but large amounts of urea and lactate during host colonization. Considering the supply of amino acids, the results support the usage of the RPMI 1640 medium as a step to more in vivo-like cultivation experiments. Moreover, essential information for future studies about the adaptation of S. aureus to more in vivo growth conditions is provided. Altogether, the metabolomic approach was proven to be an important tool for helping unravel the complex bacterial metabolism and the environmental factors that also play a role in the virulence of Staphylococcus aureus.
In this thesis several methods of protein engineering were applied to explore and increase enantioselectivity and thermostability of certain carboxylesterases and to better understand the relationship between sequence, structure and function. For example, we were able to confirm the observed conservation of motifs like GX/GGGX and GXSXG, which was reported earlier. Yet, even more details were revealed and some were designated in numbers. However, the numbers may vary when even more sequences will be available, but the trend should remain the same. The power of the ABHDB lies in the information available throughout the very diverse and quite large superfamily. Structural equal positions can be easily compared and analysed regarding mutations, correlated mutations, prevalence etc., and visualization is simplified through direct output with YASARA software. The ABHDB was the first structural alignment of such a large number of known enzymes of the alpha/beta-hydrolase fold superfamily. With methods of rational protein engineering we were able to show that there is little flexibility of the GGG(A)X motif for the eukaryotic enzyme PLE 1 and the natural motif appears to be a good solution for high activity and enantioselectivity of PLE 1 in the conversion of tertiary alcohol esters. In a focused directed evolution approach, we were able to identify variants of BsteE with moderate, but significantly increased enantioselectivity in the kinetic resolution of tetrahydrofuran-3-yl acetate, and hence, were able to proof that the concept of ‘small but smart’ libraries is an efficient way to find improved mutants, while the screening effort was reduced. Moreover, we were able to show that the domain exchange enhanced the thermostability of BsubE, while expression level and activity were maintained or increased, respectively. Despite the great achievements and possibilities at present, we are not yet in the position to directly modify the gene to alter the structure in a complete predictable fashion to improve functional properties as imagined by Ulmer (1983). Nevertheless, substantial changes can be targeted and as demonstrated in this work, several broadly applicable methods are at hand. Furthermore, bioinformatics tools play an essential role in planning of experiments, analysis and interpretation.
Within this thesis the protein engineering, immobilization and application of enzymes in organic synthesis were studied in order to enhance the productivity of diverse biotransformations. Article I is a review about Baeyer-Villiger monooxygenases (BVMO) and provides a detailed overview of the most recent advantages in the application of that enzyme class in biocatalysis. Protein engineering of a former uncharacterized polyol-dehydrogenase (PDH) identified in the mesothermophilic bacterium Deinococcus geothermalis 11300 is described in Article II. Article III covers the combination of one PDH mutant with a BVMO in a closed-loop cascade reaction, thus enabling direct oxidation of cyclohexanol to ε-caprolactone with an internal cofactor recycling of NADP(H). Article IV and Article V report a process optimization for transamination reactions due to a newly developed immobilization protocol for five (S)- and (R)-selective aminotransferases (ATA) on chitosan support. Furthermore, the immobilized ATAs were applied in asymmetric amine synthesis. In Article VI, an ATA immobilized on chitosan, an encapsulated BVMO whole cell catalyst and a commercially available immobilized lipase were applied in a traditional fixed-bed (FBR) or stirred-tank reactor (STR), and were compared to a novel reactor design (SpinChem, SCR) for heterogeneous biocatalysis.