Browsing by Subject "Kultivierung"
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Publication Applied molecular bioprocess control using RNA thermometers : exploiting temperature responsive elements for rhamnolipid production(2022) Noll, Philipp; Hausmann, RudolfThe highest titer reported for heterologous Rhamnolipid (RL) production is 14.9 g/L. However, biomass generation, as a large carbon sink, was a significant drawback in this process with roughly 50 more biomass than product produced. This problem is addressed in this thesis leveraging temperature as control variable and a molecular temperature sensor, an RNA thermometer (RNAT). RNAT generally refers to secondary loop structures, in the 5’ untranslated region of the mRNA, that form at certain temperatures and therefore regulate translation in dependence of temperature. The ROSE (repression of heat shock gene expression) RNAT evaluated in the first original research article in the heterologous system P. putida KT2440 pSynpro8oT_rhlAB originates from P. aeruginosa. The ROSE element regulates, in dependence of ambient temperature, the translation of rhlA and via a polar effect also the translation of rhlB therefore indirectly RL synthesis. It was found that in the ROSE RNAT-controlled system, the RL production rate was 60% higher at cultivations of 37°C than at 30°C. However, besides the regulatory effect of the RNAT, as revealed by control experiments, multiple unspecific metabolic effects may be equally responsible for the increase in production rate. After screening for even more efficient regulatory structures, a fourU RNAT was identified. Natively, this fourU RNAT regulates the expression of the heat shock gene agsA of Salmonella enterica and its regulatory capability can easily be modified by site-directed mutagenesis. The experimental data collected in the second original research article confirms the functionality of the fourU RNAT in the heterologous RL production system. The data suggested improved regulatory capabilities of the fourU RNAT compared to the ROSE element and a major effect of temperature on RL production rates and yields. The average RL production rate increased by a factor of 11 between 25°C and 38°C. Control experiments confirmed that a major part of this increase originates from the regulatory effect of the fourU RNAT rather than from an unspecific metabolic effect. With this system YP/X values well above 1 (about 1.4 gRL/gBM) could be achieved mitigating the problem of high biomass formation compared to product synthesis. Also, YP/S values of about 0.2 gRL/gGlc at elevated temperatures of 37-38°C were reached in shake flasks. The system was subsequently tested in a proof-of-concept bioreactor process involving a temperature switch. With this simple batch experiment and a temperature switch from 25°C to 38°C not only a partial decoupling of biomass formation from product synthesis was achieved but also an around 25% higher average specific rhamnolipid production rate reached compared to the so far best performing heterologous RL production process reported in literature (average specific production rate: 24 mg/(g h) vs. 32 mg/(g h)). However, to achieve higher titers while reducing side product formation a suitable feeding strategy and more complex temperature profiles may be required. Temperature variations in turn cause several metabolic changes, many of which are complex and interdependent. Models that describe biological processes as a function of temperature are thus essential for improved process understanding. The goal of the peer reviewed review article “Modeling and Exploiting Microbial Temperature Response”, shown in this thesis, was to present an overview of various temperature models, aid comprehension of model intent and to facilitate selection and application. Since not all metabolic interdependencies and mechanisms during temperature variation are known for the reasonable connection of input-output relationships, a suitable modeling approach seemed to be neural networks. Neural networks as black box models do not require mechanistic a priori knowledge but representative historic datasets. To collect training data, different temperature profiles or constant temperatures for a bioreactor process with P. putida KT2440 pSynpro8oT_rhlAB were applied and concentration curves for biomass, glucose and RL recorded. Subsequently, the data was fed into the neural network to compute RL titer as output. An exponential temperature profile yielded at the highest RL value of approx. 9 g (around 13 g/L) less biomass (around 12 g/L) than product. These values were reached after only 30 h consuming just 45 g of glucose. Hence, at this timepoint 36 weight-% of the consumed glucose could be assigned to mono-RL (YP/S = 0.19 gRL/gGlc) and biomass (YX/S = 0.17 gBM/gGlc. The so far best performing heterologous RL production process, yielded 23.2 g (14.9 g/L) mono-RL from >250 g of consumed glucose (YP/S = 0.10 gRL/gGlc) in >70 h using the same strain and medium but a constant temperature of 30°C.Publication Evaluation and method development for the biosynthesis of microbial lipopeptides by bacillus species(2023) Vahidinasab, Maliheh; Hausmann, RudolfMicrobial lipopeptides are secondary metabolites produced by bacteria and single-celled microorganisms. They consist of a cyclic or linear peptide chain linked to a lipid residue. Due to their high-foaming biosurfactant properties, they have various industrial applications such as in detergents, food emulsifiers, bioremediation, and enhanced oil recovery. Additionally, they possess other functional properties such as antifungal activity, making them an environmentally friendly alternative to synthetic fertilizers and fungicides. Bacillus species produce cyclic lipopeptides known for their potent antifungal activity, which makes them a potential source of bio-fungicides in agriculture. However, the production titer of wild-type Bacillus species does not meet industrial needs. Thereby, genetic modification of producer strains and bioprocess engineering can help increase the production of lipopeptides. Nevertheless, the regulation and basis of biosynthesis for Bacillus lipopeptides are still not completely understood, and ongoing research aims to enhance their production. In general, three main lipopeptide families, including surfactins, iturins, and fengycins are produced by different Bacillus species. Among these, surfactin as the strong biosurfactant is the most extensively studied lipopeptide produced by Bacillus species. The focus of this doctoral thesis was mainly to evaluate the biosynthesis of iturin and fengycin families, which are strong antimicrobial lipopeptides produced by Bacillus subtilis and Bacillus velezensis. This involved developing strains through genetic engineering and enhancing the lipopeptide titer by evaluating the cultivation medium. Initially, the entire genome of the bacteria used in this thesis was examined in terms of lipopeptide biosynthesis, and the structure and yield of the different produced lipopeptides were analyzed. Regarding the lipopeptide producer derivatives of the domesticated laboratory model strain B. subtilis 168 and B. subtilis 3NA, a spore deficient strain appropriate for bioreactor cultivation, surfactin is the lipopeptide with the highest yield, while plipastatin which is a member of fengycin family, is produced in lower quantities. In the present thesis, the biosynthesis of plipastatin by B. subtilis BMV9 as the lipopeptide producer derivative of strain 3NA was evaluated. The study aimed to convert BMV9 to a constitutive plipastatin mono-producer strain. In this sense, overexpressing plipastatin biosynthesis operon using the stronger constitutive Pveg promoter led to a five-fold increase in plipastatin production. Interestingly, it was observed that deletion of srfAA-AD operon in BMV9 and the constructed constitutive plipastatin producer strain has not improved plipastatin production. Therefore, it can be stated that presumably the biosynthesis of plipastatin may be positively influenced in a post-transcriptional manner by the surfactin synthetase or some of its subunits. However, the regulatory mechanism behind this effect remained unknown and requires further research. Another attempt to enhance the plipastatin biosynthesis in strain BMV9 was repairing the degQ expression. One main genome characterization of strains with B. subtilis 168 and 3NA background is that the pleiotropic degQ gene expression, which is known to have a positive effect on plipastatin biosynthesis, is silenced due to a mutation in the promoter area. However, while repair of degQ expression in BMV9 increased the plipastatin production, combination of both repaired degQ expression and promoter exchange (Ppps::Pveg) has not significantly increased the plipastatin yield. To further evaluate the impact of degQ expression on surfactin and plipastatin biosynthesis, two strains of B. subtilis were selected: JABs24, a lipopeptide producer derived from the 168 strain, and DSM10T, the wild-type strain expressing native degQ. The findings demonstrated that surfactin biosynthesis is negatively affected by DegQ-associated DegU regulation, while increased plipastatin biosynthesis is achieved in the presence of native degQ expression. In addition to production of lipopeptides, the DegU regulatory system also plays a role in the formation of secretory proteases. A comparison of extracellular protease activities between JABs24 and DSM10T showed that degQ expression led to DSM10T having five times higher protease activity than JABs24. Interestingly, production of extracellular proteases has not affected the stability of both plipastatin and surfactin during cultivation, suggesting that lipopeptides are less targeted by extracellular proteases. The identification of proficient wild-type strains is critical to the advancement of bio-fungicide in agriculture. Therefore, the subsequent approach of this thesis centered on the production of microbial lipopeptide by wild-type B. velezensis strains. Here, the lipopeptide productivity and antifungal ability of B. velezensis UTB96 was higher than B. velezensis FZB42, as a well-established strain for biocontrol of plant pathogens in agriculture. Furthermore, addition of certain amino acids stimulated lipopeptide production, and using a bioreactor system resulted in enhancement of lipopeptide production, especially iturin A by UTB96. Overall, the doctoral thesis evaluates the biosynthesis of antimicrobial lipopeptides produced by B. subtilis and B. velezensis. The study involves genetic engineering such as promoter exchange, deletion of genes involved in competing biosynthetic pathways and cultivation medium development with amino acid supplementation to enhance the lipopeptide titer. The thesis also identifies B. velezensis UTB96 as a promising candidate for further research to be used as a wild-type antifungal agent in agriculture.Publication Exploiting novel strategies for the production of surfactin in Bacillus subtilis cultures(2021) Hoffmann, Mareen; Hausmann, RudolfBiosurfactants are synthesized by various microorganisms. These surface-active molecules are a promising alternative to petrochemically and oleochemically produced surfactants. Advantageously, biosurfactants are reported to be better biodegradable and less toxic. The cyclic lipopeptide surfactin synthesized by Bacillus subtilis displays one interesting biosurfactant. Many studies report on the outstanding physico-chemical characteristics and add on benefits such as antimicrobial properties. Hence, surfactin has the potential to be used in a variety of industrial sectors. Nevertheless, processes ensuring both robustness and high titers are rare, especially as conventional aerobic bioreactor cultivations share one major disadvantage, namely excessive foaming. To approach industrial processes, different methods are applied, which can be categorized in three practices. These are (1) media and process parameter optimization, (2) strain engineering, and (3) investigating novel process strategies. For the latter category, the anaerobic growth by nitrate respiration poses an interesting foam-free alternative. In this sense, the anaerobic cultivation of B. subtilis to produce surfactin coupled with the three afore mentioned practices was addressed in this thesis targeting at a foam-free surfactin production process. In the 1st publication, the genome reduced strain B. subtilis IIG-Bs20-5-1, a derivative of the laboratory strain 168 able to synthesize surfactin, was evaluated with respect to its suitability as surfactin producer at various temperatures under both aerobic and anaerobic conditions. It was hypothesized that a deletion of 10% of the genome, e.g., non-essential genes synthesizing prophages or the antibiotic bacilysin, saves metabolic resources and hence results in increased surfactin titers. Strains B. subtilis JABs24, a 168 derivative able to synthesize surfactin but without genome reduction, and the surfactin producer B. subtilis DSM 10T served for comparison. Although strain IIG-Bs20-5-1 was superior regarding specific growth rate µ and biomass yield YX/S, the strain was inferior with respect to surfactin titers, product related yields YP/S and YP/X, and specific productivity q. Indeed, compared to others in literature described strains, B. subtilis JABs24 was emphasized as promising target strain for further process development, reaching high surfactin titers of 1147 mg/L aerobically and 296 mg/L anaerobically as well as exceptionally high product yields YP/X under anaerobic conditions. Accordingly, iterative process optimization was hypothesized to improve anaerobically achieved surfactin titers. However, several aspects to consider of anaerobic growth of B. subtilis by nitrate respiration were described in the 2nd publication. Amongst others, increasing ammonium concentrations, resulting from nitrate reduction to ammonium via nitrite, were shown to have no impact on growth of strain JABs24, but surfactin titers and expression of nitrate reductase promoter PnarG were reduced. Nitrite was shown to peak within the first hours of cultivation and concentrations up to 10 mmol/L resulted in prolonged lag-phases. Moreover, acetate accumulated drastically during the time course of cultivation independent of glucose availability, thus decreasing the glucose flux into biomass. Acetate additionally influenced both specific growth rate µ and PnarG expression negatively. Concluding, the general feasibility of anaerobic fed-batch cultivations to synthesize surfactin was shown, but several aspects must be addressed in future works to make this strategy an equated process with aerobic cultivations. In the 3rd publication, a self-inducible surfactin synthesis process was presented where expression of the surfactin operon in B. subtilis JABs24 was induced under oxygen limited conditions. The native promoter of the srfA operon PsrfA was replaced by anaerobically inducible nitrate reductase promoter PnarG and nitrite reductase promoter PnasD. Shake flask cultivations with varying oxygen availabilities demonstrated that both PnarG and PnasD can serve as auto-inducible promoters. At high oxygen availability, surfactin was not produced in the promoter exchange strains. At lowest oxygen availability, the strain carrying PnarG reached lower surfactin titers than the native JABs24 strain, although expression levels of PnarG and PsrfA were similar. However, strain B. subtilis MG14 with PsrfA::PnasD reached 1.4-fold higher surfactin titers with 696 mg/L and an exceptionally high YP/X of 1.007 g/g with overall lower foam levels. Though, bioreactor cultivations have illustrated that the anaerobic induction must be performed slowly as to avoid cell lysis, resulting in so-defined aerobic-anaerobic switch processes. With further appropriate process optimization, a simple and robust surfactin production process with highly reduced or even no foam formation can be achieved employing strain B. subtilis MG14.Publication Investigations into the secondary metabolite profile and bioactivity characteristics of various Achillea species grown under different environmental conditions(2022) Salomon, Lysanne; Kammerer, Dietmar R.Various Achillea species, including common yarrow Achillea millefolium L., are known to be rich in bioactive substances and are important medicinal plants in modern phytotherapy. In contrast, the alpine species Achillea atrata L. has hardly been studied so far regarding its bioactive compounds and the concomitant potential for human health. Having this in mind, the present work combined studies on the cultivation of A. atrata in different habitats with the phytochemical characterization of its secondary metabolite profile aiming at the generation of plant material with a defined and consistent phenolic profile suitable for pharmaceutical application. Particular emphasis was put on potential relationships between phytochemical profile and bioactivity, and these parameters were considered in comparison with other Achillea species. The results presented in this thesis reveal that the cultivation of A. atrata can be realized at sites differing significantly in altitude and, consequently, in their climatic conditions. Environmental conditions were found to have only a minor impact on the secondary metabolite profile. Rather, differences of various chemotypes might be more decisive. However, the contents of individual phenolic components, especially phenolic acids, is strongly dependent on environmental factors and reach their maximum at increasing altitude levels. Significant differences in the occurrence of the identified phenolic compounds were found between flowers and leaves. In addition to the previously mentioned studies, A. millefolium, Achillea moschata Wulfen, and A. atrata were compared with respect to their phenolic profile and antibacterial activity against gram-positive bacterial strains (Staphylococcus, Propionibacterium). A. atrata showed more similarities in the secondary metabolite profile with the alpine A. moschata than with A. millefolium. The two alpine Achillea species only differed in the occurrence of four compounds. All three aforementioned Achillea species reduced the growth of the tested bacteria. A. atrata showed the highest activity against Propionibacterium acnes and Staphylococcus epidermidis, which are involved in the development of the skin disease Acne vulgaris. In addition, A. atrata exhibited pronounced anti-MRSA potential. Bioassay-guided fractionation of the corresponding extracts revealed that the high antimicrobial activity was due to the flavonoids apigenin, centaureidin, and nevadensin, which were detected exclusively in the most polar fraction and were present in high amounts in A. atrata. Additional studies on the bioactivity and phytochemistry of A. atrata proved that this species exhibits higher antioxidant activity compared to A. millefolium, which was significantly correlated with its total phenolic content. Further bioassay-guided fractionation confirmed the correlation between the mentioned flavonoids in the most polar fraction and the high antioxidant capacity of A. atrata. In conclusion, A. atrata may be an alternative source for the development of novel herbal drugs, based on its compound and bioactivity characteristics.Publication Novel bacterial species from the chicken gastrointestinal tract and their functional diversity(2023) Rios Galicia, Bibiana; Seifert, JanaThe digestive system of chicken presents different physicochemical conditions along the gastrointestinal tract (GIT), shaping an individual microbial profile along sections with different metabolic capacities and divergence on the adaptations to the environment. Efforts to obtain cultivable bacteria originating from the upper region of chicken GIT enrich the reference genome database and provide information about the site- specific adaptations of bacteria colonizing such GIT sections allowing to understand the metabolic profile and adaptive strategies to the environment. However, the lack of sufficient reference genomes limits the interpretation of sequencing data and restrain the study of complex functions. In this study, 43 strains obtained from crop, jejunum and ileum of chicken were isolated, characterised and genome analysed to observe their metabolic profiles, adaptive strategies and to serve as future references. Eight isolates represent new species that colonise the upper gut intestinal tract and present consistent adaptations that enable us to predict their ecological role, expanding our knowledge on the adaptative functions. Strains of Limosilactobacillus were found to be more abundant in the crop, while Ligilactobacillus dominated the ileal digesta. Isolates from crop encode a high number of glycosidases specialised in complex polysaccharides compared to strains isolated from jejunum and ileum. While isolates from jejunum and ileum encode a higher number of genes that interact with the host such as collagenases and hyaluronidases, indicating preferential persistence and adaptations along the GIT. These results represent the first repository of bacteria obtained from the crop and small intestine of chicken using culturomics, improving the potential handling of chicken microbiome with biotechnological applications