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Abstract
Environmentally‐friendly processes for the manufacturing of valuable industrial compounds like ω‐hydroxy fatty acids (ω‐OHFAs) are highly desirable. Herein, we present such an approach by establishing a two‐step enzymatic cascade reaction for the production of 2,15,16‐trihydroxy hexadecanoic acid (THA). Starting with the easily accessible natural compound ustilagic acid (UA) that is secreted by the corn smut fungus Ustilago maydis, the recombinantly expressed esterase BS2 from Bacillus subtilis and the commercial β‐glucosidase from almonds were applied yielding 86 % product. Both hydrolases do not require expensive cofactors, making the process economically attractive. Additionally, no harmful solvents are required, so that the product THA can be labelled natural to be used in food and cosmetic products.
Fast screening of enzyme variants is crucial for tailoring biocatalysts for the asymmetric synthesis of non-natural chiral chemicals, such as amines. However, most existing screening methods either are limited by the throughput or require specialized equipment. Herein, we report a simple, high-throughput, low-equipment dependent, and generally applicable growth selection system for engineering amine-forming or converting enzymes and apply it to improve biocatalysts belonging to three different enzyme classes. This results in (i) an amine transaminase variant with 110-fold increased specific activity for the asymmetric synthesis of the chiral amine intermediate of Linagliptin; (ii) a 270-fold improved monoamine oxidase to prepare the chiral amine intermediate of Cinacalcet by deracemization; and (iii) an ammonia lyase variant with a 26-fold increased activity in the asymmetric synthesis of a non-natural amino acid. Our growth selection system is adaptable to different enzyme classes, varying levels of enzyme activities, and thus a flexible tool for various stages of an engineering campaign.
The vast majority of RNA splicing in today‘s organisms is achieved by the highly regulated and precise removal of introns from pre-mRNAs via the spliceosome. Here we present a model of how RNA splicing may have occurred in earlier life forms. We have designed a hairpin ribozyme derived spliceozyme that mediates two RNA cleavages and one ligation event at specific positions and thus cuts a segment (intron) out of a parent RNA and ligates the remaining fragments (exons). The cut-out intron then performs a downstream function, acting as a positive regulator of the activity of a bipartite DNAzyme. This simple scenario shows how small RNAs can perform complex RNA processing dynamics, involving the generation of new phenotypes by restructuring segments of given RNA species, as well as delivering small RNAs that may play a functional role in downstream processes.
A highly stereoselective recombinant alcohol dehydrogenase aus 'Pseudomonas fluorescens' DSM50106
(2005)
The alcohol dehydrogenase was biochemically characterized. A broad range of arylaliphatic ketones is efficiently reduced to the corresponding optically active (R)-alcohols by a recombinant alcohol dehydrogenase (PF-ADH) produced by overexpression in 'Escherichia coli'. PF-ADH shows high activity and stereoselectivity in the reduction of acetophenone and various derivatives (45-99%), as well as in the reduction of 3-oxy-butyric acid methyl ester and 3-oxy-butyric acid methyl ester and 3-oxy-hexanoic acid ethyl ester (>99%). The highest activity was observed between 10 and 20°C. The copfactor NADH can be efficiently recycled by the addition of 10-20% of iso-propanol. A flow-through-polarimetry-based assay to determine oxidoreductase activity and stereoselectivity is described.
Introduction
Neurofilament light (NfL) can be detected in blood of healthy individuals and at elevated levels in those with different neurological diseases. We investigated if the choice of biological matrix can affect results when using NfL as biomarker in epidemiological studies.
Method
We obtained paired serum and EDTA-plasma samples of 299 individuals aged 37–67 years (BiDirect study) and serum samples of 373 individuals aged 65–83 years (MEMO study). In BiDirect, Passing–Bablok analyses were performed to assess proportional and systematic differences between biological matrices. Associations between serum or EDTA-plasma NfL and renal function (serum creatinine, serum cystatin C, glomerular filtration rate, and kidney disease) were investigated using linear or logistic regression, respectively. All regression coefficients were estimated (1) per one ng/L increase and (2) per one standard deviation increase (standardization using z-scores). In MEMO, regression coefficients were estimated (1) per one ng/L increase of serum or calculated EDTA-plasma NfL and (2) per one standard deviation increase providing a comparison to the results from BiDirect.
Results
We found proportional and systematic differences between paired NfL measurements in BiDirect, i.e., serum NfL [ng/L] = −0.33 [ng/L] + 1.11 × EDTA-plasma NfL [ng/L]. Linear regression coefficients for the associations between NfL and renal function did not vary between the different NfL measurements. In MEMO, one standard deviation increase in serum NfL was associated with greater changes in the outcomes than in BiDirect.
Conclusion
Although there are differences between serum and EDTA-plasma NfL, results can be used interchangeably if standardized values are used.
Understanding the fundamental mechanisms in the extracellular matrix of cells (ECM) is crucial for the development of drugs and biomaterials. Therefore, an atomistic model of the extracellular matrix is a cost-efficient way to observe influences of drugs, test the effect of mutations or misfolds in proteins or study the properties of fibril or network-forming peptides.
With this thesis, a refined molecular model of an adhesion complex is proposed that contains collagen, fibronectin and the cell receptor integrin. During the building of the model, major new insights are given for each of these proteins and a powerful protein-folding algorithm is
developed.
The transition to Ni‐based battery cathodes enhances the energy density and reduces the cost of batteries. However, this comes at the expense of losing energy efficiency which could be a consequence of charge–discharge hysteresis. Here, a thermodynamic model is developed to understand the extent and origin of charge–discharge hysteresis in battery cathodes based on their cyclic voltammograms (CVs). This was possible by defining a Gibbs energy function that weights random ion insertion/expulsion, i. e., a solid solution pathway, against selective ion insertion/expulsion, i. e., a phase separation route. The model was verified experimentally by the CVs of CoOOH and Ni(OH)2 as solid‐solution and phase‐separating cathodes, respectively. Finally, a microscopic view reveals that phase separation and hysteresis are a consequence of large ionic radii difference of the reduced and oxidized central metal atoms.
The potential of several ion-sensitive electrodes responds to the incorporated cations and anions. This has led some authors to misinterpret the potential of metal salt membrane electrodes and of electrodes of the second kind. Neglecting the kinetics of potential establishment and interpreting the potentials solely based on thermodynamics produce completely irrelevant data and suggest that ion concentrations down to 10−45 mol L−1 are accessible by simple potentiometric measurements. The switching from cation to anion response mechanism cannot be derived from thermodynamic equations. It bears complete similarity to the switching of response in the case of foreign interfering ions.
Abstract
A N‐heterocyclic olefin (NHO), a terminal alkene selectively activates aromatic C−F bonds without the need of any additional catalyst. As a result, a straightforward methodology was developed for the formation of different fluoroaryl‐substituted alkenes in which the central carbon–carbon double bond is in a twisted geometry.
Abstract
Amine transaminases (ATAs) are biocatalysts for the synthesis of chiral amines and can be identified in sequence databases by specific sequence motifs. This study shows that the activity level towards the model substrate 1‐phenylethylamine can be predicted solely from the sequence. To demonstrate this, 15 putative ATAs with a different distribution of hydrophobic or hydrophilic amino acid side chains near the active site were characterized. Hydrophobic side chains were associated with a high activity level and were a better predictor of activity than global sequence identity to known ATAs with high or low activities. Enzyme stability investigations revealed that four out of the 15 ATAs showed a good operational stability.
We are currently facing an antimicrobial resistance crisis, which means that a lot of bacterial pathogens have developed resistance to common antibiotics. Hence, novel and innovative solutions are urgently needed to combat resistant human pathogens. A new source of antimicrobial compounds could be bacterial volatiles. Volatiles are ubiquitous produced, chemically divers and playing essential roles in intra- and interspecies interactions like communication and antimicrobial defense. In the last years, an increasing number of studies showed bioactivities of bacterial volatiles, including antibacterial, antifungal and anti-oomycete activities, indicating bacterial volatiles as an exciting source for novel antimicrobial compounds. In this review we introduce the chemical diversity of bacterial volatiles, their antimicrobial activities and methods for testing this activity. Concluding, we discuss the possibility of using antimicrobial volatiles to antagonize the antimicrobial resistance crisis.
In their idealized forms, enzymes can facilitate complex reactions with extreme specificity and selectivity. Additionally, in this imaginative form, they only require mild reaction conditions, resulting in low energy consumption, and they are biodegradable, efficient, reusable, and sustainable. Unfortunately, this idealized form often deviates significantly from reality, where enzymes are more likely to be associated with marginal stability and low reaction rates, leaving them less than desirable for many industrial applications. As such, if we could master the process of engineering the configuration of a protein towards a given task, the implications could be staggering.
This thesis aims to contribute to the process of protein engineering, mainly how computational tools can be used to make the protein engineering process more efficient and accessible.
Article I explores the current state of the art in machine learning-guided directed evolution and serves as a foundation for Article II, which is a concrete application of these techniques to an engineering campaign. Despite successfully improving overall activity and selectivity, we also observe limitations and constraints within the methodology. Article III then delves into these drawbacks and attempts to lay the foundation for a more generalizable and, more importantly, efficient engineering workflow, balancing the strengths and weaknesses of computational techniques with advances in gene synthesis. We then validated this novel pipeline in Article IV, where we show the potential of this methodology. Article V describes a more standard protein engineering campaign on squalene-hopene cyclases for potentially interesting products in the flavor and fragrance industry. Lastly, Article VI outlines a PyMol plugin for molecular docking.
The widespread use of natural and synthetic estrogens or chemicals with estrogenic activities is causing an increasing accumulation of estrogenic compounds in the environment. Already at very low concentrations these estrogenics can severely affect the wildlife, particularly in an aquatic environment. For these reasons measuring devices for detecting estrogen contaminations are in great demand. The majority of the analytical methods and bioassays on the market so far, lack semi-online adaptability, and usually cannot be used for automatic and continuous determination. Therefore, we have embarked on the development of new systems, which are able to fulfil those demands. The EstraMonitor combines recombinant A. adeninivorans G1212/YRC102-hERa-phyK yeast cells as the microbial component with an amperometric detection method to analyze estrogenic contaminations. A. adeninivorans G1212/YRC102-hERa-phyK was constructed by Kaiser et al. (2010). These cells were engineered to co-express the human estrogen receptor (hERa) gene and the inducible phytase (phyK, derived from Klebsiella sp. ASR1) reporter gene under control of a promoter with estrogen response elements (EREs). In the presence of estrogenic substances, such as 17ß -estradiol (E2), the phyK gene is expressed and recombinant phytase is secreted into the media. The level of phytase is quantified by amperometric detection using substrate p-aminophenyl phosphate (p-APP). Phytase dephosphorylates p-aminophenyl phosphate (p-APP) into an intermediate product p-aminophenol (p-AP). p-AP is electroactive and oxidized at the electrode. This generates electrons and produces a current which is proportional to the level of phytase activity. Since phytase activity is directly correlated to the E2 concentration, the estrogenic activity can thus be calculated from the current measured. The microbial component of the EstraMonitor, the non-immobilized A. adeninivorans G1212/YRC102-hERa-phyK, works well with the amperometric method in a quantitative manner. The optimal applied potential determined for amperometric measurements was 150 mV and provided a low background signal for the amperometric detection. The half maximal effective concentration (EC50) and limit of detection (LoD) values for E2 obtained from amperometric measurements with the EstraMonitor were 69.9 ng L-1 and 44.5 ng L-1, respectively. The measuring procedure of the EstraMonitor system including incubation of A. adeninivorans G1212/YRC102-hERa-phyK cells with E2, subsequently incubation with electrochemical substrate (p-APP), and signal recordation is completed within only 4 h and 10 min. Out of this total time, amperometric detection including substrate incubation and signals recordation takes only 10 min out of total time. The use of immobilized cells for a microbial biosensor is an essential advantage of the EstraMonitor system because it allows easy-handiness next to long-term stability and reusability. Immobilized A. adeninivorans G1212/YRC102-hERa-phyK cells revealed excellent properties which make them very suitable for semi-online, automatic and continuous monitoring. They were stable up to 30 days when stored at 4 °C. Furthermore, they could be reused up to 15 times. The EC50 and LoD values achieved for E2 using immobilized cells in combination with amperometric detection were 20.9 and 8.3 ng L-1, respectively. Furthermore, this application also removes the need to separate cells by centrifugation, to sterilize the samples as well as to cultivate repeatly. Additionally, both immobilized and non-immobilized A. adeninivorans G1212/YRC102-hERa-phyK cells remain fully functional in a wide range of untreated wastewater samples and in environments containing up to 5% NaCl. To enhance the sensitivity and reduce the time for estrogenic determination, an alternative A. adeninivorans G1214/YRC103-hERa-phyK strain was developed. This strain can produce a detectable amount of phytase within 2 h after induction with E2. It offers an improved microbial component in terms of sensitivity and time-effectiveness. In addition, to reduce the cost for estrogenic detection an alternative substrate, ascorbic acid 2-phosphate (AA2P), was tested. AA2P, which is both cheap and widely available, performed better than p-APP. The EC50 and LoD values for E2 obtained with AA2P were 15.69 and 0.92 ng L-1 versus 20.09 and 8.3 ng L-1 when examined with p-APP, respectively. Taken together, the EstraMonitor is an automated system with respect to sample cycling, sample measuring and calibration supplemented with an alarm function. This system makes it possible to control estrogenic activity semi-online, automatically and continuously. These are advantages of the EstraMonitor compared to other estrogenic detection systems. It can thus be concluded that, the EstraMonitor is a powerful and feasible semi-online device for monitoring estrogenic activity especially adapted for the use in sewage treatment plants.
In this thesis an artificial enzyme cascade consisting of an ADH from Lactobacillus kefir, a CHMO from Acinetobacter sp. NCIMB 9871 and lipase A from Candida antarctica has been investigated for the biocatalytic synthesis of the bulk chemical ε-caprolactone as well as several derivatives for their direct utilization as polymer building blocks. Due to major limitations, which hamper such a biocatalytic route, the first addressed demand in this work was the improvement of the stability of the CHMO. By structure-guided engineering, distinctively improved variants concerning the resistance against oxidation as well as temperature stability without compromising the catalytic activity were successfully created. Due to the incomplete knowledge of the mechanisms that lead to thermal and/or oxidative inactivation of enzymes, this study illustrates that the selection of mutations for increased protein stability is still hard to predict. Thus, these results can serve as a basis for further stability studies on this enzyme class to give better insights into the underlying mechanisms, which determine the stability of an enzyme. Such a highly stabilized biocatalyst will pave the way for the successful use of flavin-dependent enzymes for industrial applications. A further aim of this thesis was dedicated to the second major hurdle en route to polyester precursors represented by the product inhibition and enzyme deactivation caused by ε-caprolactone, particularly at higher concentrations. To overcome this limitation, we developed an elegant solution in which the ε-caprolactone produced by the one-pot two-step enzymatic method is directly subjected to ring-opening polymerization using the unique lipase A from Candida antarctica. Applying this enzyme cascade in a whole cell biocatalysis in combination with an improved cofactor regeneration approach, the problem of product inhibition problem was efficiently solved leading to the formation of oligo-ε-caprolactone at more than 20 g/L when starting from 200 mM cyclohexanol. By a process development approach through solvent engineering it was found that biotransformations proceed much faster in an isooctane-containing biphasic solvent system when using free enzymes. Finally, the improved enzyme cascade was applied for the synthesis of chiral substrates and provided access to functionalized chiral compounds in high yields (up to >99%) and optical purities (up to >99%ee). By subsequent enzymatic enantioselective ring-opening of the enantiopure monomers, oligomeric lactones were successfully synthesized, which can be directly serve as building blocks for the polymer industry.
An Enzyme Cascade Reaction for the Recovery of Hydroxytyrosol Dervatives from Olive Mill Wastewater
(2022)
Abstract
The valorization of olive mill wastewaters (OMWW), a by‐product of the olive milling, is getting rising attention. Lipophilization of the main phenolic compound 3‐hydroxytyrosol (HT) could facilitate its extraction. An immobilized variant of the promiscuous hydrolase/acyltransferase from Pyrobaculum calidifontis VA1 (PestE) was used to perform acetylation in water using ethyl acetate as acyl donor. PestE was used in a segmented flow setting to allow continuous operation. Additionally, HT precursors were made accessible by pretreatment with almond β‐glucosidase and the hydrolytic activity of PestE_I208A_L209F_N288A.
Electrochemical Raman spectroscopy can provide valuable insights into electrochemical reaction mechanisms. However, it also shows various pitfalls and challenges. This paper gives an overview of the necessary theoretical background, crucial practical considerations for successful measurement, and guidance for in situ/in operando electrochemical Raman spectroscopy. Several parameters must be optimized for suitable reaction and measurement conditions. From the experimental side, considerations for the setup, suitable signal enhancement methods, choice of material, laser, and objective lens are discussed. Different interface phenomena are reviewed in the context of data interpretation and evaluation.
An Ultrasensitive Fluorescence Assay for the Detection of Halides and Enzymatic Dehalogenation
(2020)
Abstract
Halide assays are important for the study of enzymatic dehalogenation, a topic of great industrial and scientific importance. Here we describe the development of a very sensitive halide assay that can detect less than a picomole of bromide ions, making it very useful for quantifying enzymatic dehalogenation products. Halides are oxidised under mild conditions using the vanadium‐dependent chloroperoxidase from Curvularia inaequalis, forming hypohalous acids that are detected using aminophenyl fluorescein. The assay is up to three orders of magnitude more sensitive than currently available alternatives, with detection limits of 20 nM for bromide and 1 μM for chloride and iodide. We demonstrate that the assay can be used to determine specific activities of dehalogenases and validate this by comparison to a well‐established GC‐MS method. This new assay will facilitate the identification and characterisation of novel dehalogenases and may also be of interest to those studying other halide‐producing enzymes.
Analysis of bioactive lipids from different infection models during bacterial and viral infections
(2021)
Bioactive lipids or lipid mediators influence numerous processes like the reproduction, the bone turnover, the pain perception, the cardiovascular function and the immune system. Eicosanoids and oxylipins are parts of the immunomodulatory lipid mediators, which can be synthesized from polyunsaturated fatty acids (PUFAs) by enzymatic and non-enzymatic reactions. Typical members of eicosanoids are prostaglandins and leukotrienes. The properties of bioactive lipids include the activation of inflammatory reactions as well as the support of resolution. Like hormones, they act locally restricted and in low concentrations. Further bioactive lipids exist i.e. intermediates of the sphingolipid class. The biosynthesis of some of these compounds like the prostaglandins can be influenced by different drugs whereas for other groups of lipid selective inhibitors are still missing. Their impact on inflammatory processes and against chronic diseases has already been analyzed, while studies in context with infection are largely limited. Infection of the upper respiratory tract caused by viral and bacterial pathogens constitute a huge burden for the human healthcare. The main pathogens are the Influenza A virus (IAV), Staphylococcus aureus (S. aureus), Streptococcus pneumoniae (S. pneumoniae) and Streptococcus pyogenes (S. pyogenes). Besides mono-infection with one of these pathogens, frequently occurring bacto-viral co-infections exist, which negatively influence the etiopathology. The main task of the immune system is the detection and the elimination of pathogens, which can essentially be affected by lipid mediators. Their instability due to oxidizability, the existence of regioisomers and the low abundance of eicosanoids and other oxylipins are the main problems for their analytical measurement.
The mayor objective of this dissertation was the establishment of a suitable analytical method for selected lipid mediators and the detection of infection-related changes. The separation and detection was performed by using high-performance liquid chromatography (HPLC) coupled with triple quad mass spectrometry. This combination is called tandem mass spectrometry (MS/MS). The MS parameters were optimized for approximately 30 lipid mediators by use of chemical standards and the detection was achieved by dynamic multiple reaction monitoring (MRM). Furthermore, the spatial resolution of selected sphingolipids was analyzed in tissue samples using matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MS-Imaging). Concerning the HPLC-MS/MS detection, an MS method was established and optimized with standard compounds. Another crucial part of the establishment was the extraction of bioactive lipids from the different sampling materials. Whereas well tested protocols exist for the extraction and detection of lipid mediators, such protocols for MALDI-MS-Imaging are still limited due to the novelty of this measurement. Ultimately, robust and reproducible protocols for both techniques that were used for the analysis of a broad array of samples from infection experiments were established for both techniques. The analyses of infected cell culture, mice and pigs revealed infection-related perturbations of host lipid mediator levels. Depending on the scientific issue, the sample types cell pellets, lungs, spleens, livers, blood plasmas, pawns including bones or bronchoalveolar lavages were analyzed. For MALDI-MS-Imaging, the spatial distribution of sphingolipids in lung and spleen was detected.
The present dissertation includes four coherent research scopes, in which the pathogen impact on host-derived lipid mediators was detected with the above mentioned analytical methods. The infection models epithelial cells (article II), mouse (article III and IV) and pig (article I) – the latter as the most human like model - showed different aspects of the host-pathogen interaction. The analysis of samples from IAV infection for all three hosts revealed a couple of similarities for some oxylipins that were also described in human infections. Additionally, cell culture and mouse samples from mono-infections as well as co-infections with the pathogens S. aureus and S. pneumoniae were measured. In particular for the bacterial mono- and co-infections, these are the first published results with aspects of infection related changes of lipid mediators. The additional spatial resolution of the sphingolipid intermediates sphingosine 1-phosphate and ceramide 1-phosphate revealed important new insights into their tissue distribution and changes during co-infection.
Article I describes the IAV-specific oxylipin changes in the pig (german landrace) as infection model. Therefore, the sample types lung, spleen, blood plasma, and bronchoalveolar lavage from infected animals at different time points after infection were analyzed and compared with samples from uninfected pigs. Mainly in the lung and the spleen, increased amounts of certain lipid mediators were observed. These changes coincide well with already described alterations in humans and mice. Furthermore, the analysis of different sample material provided an overview about appropriate sample types. Surprisingly, many perturbations were detected in the spleen, which itself was uninfected. Based on the local reaction of lipid mediators, most studies concentrate on sample material with close contact to side of infection. Therefore, this dissertation reveals new insights into a form of systemic immune response. Besides the use of animals with a complex immune system for infection experiments, human bronchial epithelial cells (16HBE) were mono- and co-infected with the pathogens S. aureus, S. pneumoniae and IAV as described in article II. Such cells are the initial barrier for and first contact site with pathogens and thus the comprehension of this host-pathogen interaction is of essential importance. Most changes were detected during pneumococcal infection. Furthermore, the analyzed infections with bacterial pathogens differed from IAV infection by an increased synthesis of 5-hydroxyeicosatetraenoic acid (HETE). For further infections with the above mentioned pathogens, the mouse was used as an infection model. Besides infections affecting the respiratory tract, also the impact of an S. pyogenes infection in different mice strains was analyzed and described in article III. Infection-related changes in prostaglandins, which are involved in bone turnover in swollen pawns as well as enhanced amounts of sepsis- and arthritis-associated lipid mediators were detected, in case arthritis had been induced prior to infection. Furthermore, increased amounts of 20-HETE could be observed for such severe infections. An enhanced biosynthesis of 20-HETE was further confirmed in a high-pathogenic S. aureus LUG2012 infection in article IV for all examined sample types. In this last article of this dissertation, bacterial and viral infections in mice were analyzed similar to those described in article II. Mainly IAV-specific lipid mediator alterations were detected, which are in accordance with the findings of the infected pigs. The additional MALDI-MS-Imaging measurements revealed so far unknown accumulation of ceramide 1-phosphate in lung and spleen as well as enrichment in the red pulp of the spleen.
In summary, this dissertation provides substantial lipid mediator profiles for infections in three different model systems with selected bacterial and viral pathogens. The obtained data constitute a suitable basis for continuative research projects, in which the influence of single bioactive lipids on the course of infection could be examined in more detail.