TY - JOUR A1 - Liang, Chunguang A1 - Rios-Miguel, Ana B. A1 - Jarick, Marcel A1 - Neurgaonkar, Priya A1 - Girard, Myriam A1 - François, Patrice A1 - Schrenzel, Jacques A1 - Ibrahim, Eslam S. A1 - Ohlsen, Knut A1 - Dandekar, Thomas T1 - Staphylococcus aureus transcriptome data and metabolic modelling investigate the interplay of Ser/Thr kinase PknB, its phosphatase Stp, the glmR/yvcK regulon and the cdaA operon for metabolic adaptation JF - Microorganisms N2 - Serine/threonine kinase PknB and its corresponding phosphatase Stp are important regulators of many cell functions in the pathogen S. aureus. Genome-scale gene expression data of S. aureus strain NewHG (sigB\(^+\)) elucidated their effect on physiological functions. Moreover, metabolic modelling from these data inferred metabolic adaptations. We compared wild-type to deletion strains lacking pknB, stp or both. Ser/Thr phosphorylation of target proteins by PknB switched amino acid catabolism off and gluconeogenesis on to provide the cell with sufficient components. We revealed a significant impact of PknB and Stp on peptidoglycan, nucleotide and aromatic amino acid synthesis, as well as catabolism involving aspartate transaminase. Moreover, pyrimidine synthesis was dramatically impaired by stp deletion but only slightly by functional loss of PknB. In double knockouts, higher activity concerned genes involved in peptidoglycan, purine and aromatic amino acid synthesis from glucose but lower activity of pyrimidine synthesis from glucose compared to the wild type. A second transcriptome dataset from S. aureus NCTC 8325 (sigB\(^−\)) validated the predictions. For this metabolic adaptation, PknB was found to interact with CdaA and the yvcK/glmR regulon. The involved GlmR structure and the GlmS riboswitch were modelled. Furthermore, PknB phosphorylation lowered the expression of many virulence factors, and the study shed light on S. aureus infection processes. KW - metabolism KW - flux balance analysis KW - phosphorylation KW - regulation KW - riboswitch KW - PknB KW - Stp KW - yvcK/glmR operon Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-248459 SN - 2076-2607 VL - 9 IS - 10 ER - TY - JOUR A1 - Schmitz, Werner A1 - Koderer, Corinna A1 - El-Mesery, Mohamed A1 - Gobik, Sebastian A1 - Sampers, Rene A1 - Straub, Anton A1 - Kübler, Alexander Christian A1 - Seher, Axel T1 - Metabolic fingerprinting of murine L929 fibroblasts as a cell-based tumour suppressor model system for methionine restriction JF - International Journal of Molecular Sciences N2 - Since Otto Warburg reported in 1924 that cancer cells address their increased energy requirement through a massive intake of glucose, the cellular energy level has offered a therapeutic anticancer strategy. Methionine restriction (MetR) is one of the most effective approaches for inducing low-energy metabolism (LEM) due to the central position in metabolism of this amino acid. However, no simple in vitro system for the rapid analysis of MetR is currently available, and this study establishes the murine cell line L929 as such a model system. L929 cells react rapidly and efficiently to MetR, and the analysis of more than 150 different metabolites belonging to different classes (amino acids, urea and tricarboxylic acid cycle (TCA) cycles, carbohydrates, etc.) by liquid chromatography/mass spectrometry (LC/MS) defines a metabolic fingerprint and enables the identification of specific metabolites representing normal or MetR conditions. The system facilitates the rapid and efficient testing of potential cancer therapeutic metabolic targets. To date, MS studies of MetR have been performed using organisms and yeast, and the current LC/MS analysis of the intra- and extracellular metabolites in the murine cell line L929 over a period of 5 days thus provides new insights into the effects of MetR at the cellular metabolic level. KW - methionine restriction KW - caloric restriction KW - mass spectrometry KW - LC/MS KW - liquid chromatography/mass spectrometry KW - metabolism KW - L929 KW - amino acid Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-259198 SN - 1422-0067 VL - 22 IS - 6 ER - TY - JOUR A1 - Scherer, Marc A1 - Fleishman, Sarel J. A1 - Jones, Patrik R. A1 - Dandekar, Thomas A1 - Bencurova, Elena T1 - Computational Enzyme Engineering Pipelines for Optimized Production of Renewable Chemicals JF - Frontiers in Bioengineering and Biotechnology N2 - To enable a sustainable supply of chemicals, novel biotechnological solutions are required that replace the reliance on fossil resources. One potential solution is to utilize tailored biosynthetic modules for the metabolic conversion of CO2 or organic waste to chemicals and fuel by microorganisms. Currently, it is challenging to commercialize biotechnological processes for renewable chemical biomanufacturing because of a lack of highly active and specific biocatalysts. As experimental methods to engineer biocatalysts are time- and cost-intensive, it is important to establish efficient and reliable computational tools that can speed up the identification or optimization of selective, highly active, and stable enzyme variants for utilization in the biotechnological industry. Here, we review and suggest combinations of effective state-of-the-art software and online tools available for computational enzyme engineering pipelines to optimize metabolic pathways for the biosynthesis of renewable chemicals. Using examples relevant for biotechnology, we explain the underlying principles of enzyme engineering and design and illuminate future directions for automated optimization of biocatalysts for the assembly of synthetic metabolic pathways. KW - computational KW - enzyme KW - engineering KW - design KW - biomanufacturing KW - biofuel KW - microbes KW - metabolism Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-240598 SN - 2296-4185 VL - 9 ER - TY - JOUR A1 - Mayer, Alexander E. A1 - Löffler, Mona C. A1 - Loza Valdés, Angel E. A1 - Schmitz, Werner A1 - El-Merahbi, Rabih A1 - Trujillo-Viera, Jonathan A1 - Erk, Manuela A1 - Zhang, Thianzhou A1 - Braun, Ursula A1 - Heikenwalder, Mathias A1 - Leitges, Michael A1 - Schulze, Almut A1 - Sumara, Grzegorz T1 - The kinase PKD3 provides negative feedback on cholesterol and triglyceride synthesis by suppressing insulin signaling JF - Science Signaling N2 - Hepatic activation of protein kinase C (PKC) isoforms by diacylglycerol (DAG) promotes insulin resistance and contributes to the development of type 2 diabetes (T2D). The closely related protein kinase D (PKD) isoforms act as effectors for DAG and PKC. Here, we showed that PKD3 was the predominant PKD isoform expressed in hepatocytes and was activated by lipid overload. PKD3 suppressed the activity of downstream insulin effectors including the kinase AKT and mechanistic target of rapamycin complex 1 and 2 (mTORC1 and mTORC2). Hepatic deletion of PKD3 in mice improved insulin-induced glucose tolerance. However, increased insulin signaling in the absence of PKD3 promoted lipogenesis mediated by SREBP (sterol regulatory element-binding protein) and consequently increased triglyceride and cholesterol content in the livers of PKD3-deficient mice fed a high-fat diet. Conversely, hepatic-specific overexpression of a constitutively active PKD3 mutant suppressed insulin-induced signaling and caused insulin resistance. Our results indicate that PKD3 provides feedback on hepatic lipid production and suppresses insulin signaling. Therefore, manipulation of PKD3 activity could be used to decrease hepatic lipid content or improve hepatic insulin sensitivity. KW - Protein kinase D3 (PKD3) KW - cholesterol KW - diacylglycerol (DAG) KW - liver KW - metabolism Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-250025 ET - accepted manuscript ER - TY - JOUR A1 - Dandekar, Thomas A1 - Eisenreich, Wolfgang T1 - Host-adapted metabolism and its regulation in bacterial pathogens JF - Frontiers in Cellular and Infection Microbiology N2 - No abstract available. KW - bacterial pathogens KW - enteric pathogens KW - metabolism KW - host-pathogen adaption KW - isotopolog profiling Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-196876 SN - 2235-2988 VL - 5 IS - 28 ER - TY - JOUR A1 - Dandekar, Thomas A1 - Fieselmann, Astrid A1 - Fischer, Eva A1 - Popp, Jasmin A1 - Hensel, Michael A1 - Noster, Janina T1 - Salmonella - how a metabolic generalist adopts an intracellular lifestyle during infection JF - Frontiers in Cellular and Infection Microbiology N2 - The human-pathogenic bacterium Salmonella enterica adjusts and adapts to different environments while attempting colonization. In the course of infection nutrient availabilities change drastically. New techniques, "-omics" data and subsequent integration by systems biology improve our understanding of these changes. We review changes in metabolism focusing on amino acid and carbohydrate metabolism. Furthermore, the adaptation process is associated with the activation of genes of the Salmonella pathogenicity islands (SPIs). Anti-infective strategies have to take these insights into account and include metabolic and other strategies. Salmonella infections will remain a challenge for infection biology. KW - enterica serovar Typhimurium KW - bacterial invasion KW - mouse model KW - defenses KW - regulation KW - "-omics" KW - virulence KW - Salmonella-containing vacuole (SCV) KW - metabolism KW - nitric oxide Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-149029 VL - 4 IS - 191 ER - TY - THES A1 - Dejure, Francesca Romana T1 - Investigation of the role of MYC as a stress responsive protein T1 - Untersuchung der Rolle von MYC als stress-reguliertes Protein N2 - The transcription factor MYC is deregulated in over 70% of all human tumors and, in its oncogenic form, plays a major role in the cancer metabolic reprogramming, promoting the uptake of nutrients in order to sustain the biosynthetic needs of cancer cells. The research presented in this work aimed to understand if MYC itself is regulated by nutrient availability, focusing on the two major fuels of cancer cells: glucose and glutamine. Initial observations showed that endogenous MYC protein levels strongly depend on the availability of glutamine, but not of glucose. Subsequent analysis highlighted that the mechanism which accounts for the glutamine-mediated regulation of MYC is dependent on the 3´-untranslated region (3´-UTR) of MYC. Enhanced glutamine utilization by tumors has been shown to be directly linked to MYC oncogenic activity and MYC-dependent apoptosis has been observed under glutamine starvation. Such effect has been described in experimental systems which are mainly based on the use of MYC transgenes that do not contain the 3´-UTR. It was observed in the present study that cells are able to survive under glutamine starvation, which leads to cell cycle arrest and not apoptosis, as previously reported. However, enforced expression of a MYC transgene, which lacks the 3´-UTR, strongly increases the percentage of apoptotic cells upon starvation. Evaluation of glutamine-derived metabolites allowed to identify adenosine nucleotides as the specific stimulus responsible for the glutamine-mediated regulation of MYC, in a 3´-UTR-dependent way. Finally, glutamine-dependent MYC-mediated effects on RNA Polymerase II (RNAPII) function were evaluated, since MYC is involved in different steps of global transcriptional regulation. A global loss of RNAPII recruitment at the transcriptional start site results upon glutamine withdrawal. Such effect is overcome by enforced MYC expression under the same condition. This study shows that the 3´UTR of MYC acts as metabolic sensor and that MYC globally regulates the RNAPII function according to the availability of glutamine. The observations presented in this work underline the importance of considering stress-induced mechanisms impinging on the 3´UTR of MYC. N2 - In über 70% aller Krebserkrankungen ist der Transkriptionsfaktor MYC dereguliert. Dabei spielt onkogenes MYC unter anderem eine wichtige Rolle bei der Umprogrammierung metabolischer Prozesse indem es z.B. die Aufnahme von Nährstoffen wie Glutamin oder Glukose fördert, um den veränderten Bedürfnissen an den Stoffwechsel der Krebszellen Rechnung zu tragen. Die im Rahmen dieser Arbeit erzielten Ergebnisse zeigen, dass auch das MYC-Protein selbst durch die Verfügbarkeit von Nährstoffen in der Zelle reguliert werden kann. Erste Beobachtungen zeigten, dass die endogenen MYC Proteinlevel stark von der Verfügbarkeit von Glutamin, jedoch nicht von Glucose, abhängen. Weiterführende Experimente ergaben außerdem, dass der Mechanismus, der der Glutamin vermittelten Regulation von MYC zugrunde liegt, abhängig von der 3´-untranslatierten Region (3´-UTR) der MYC-mRNA ist. Es konnte bereits gezeigt werden, dass in Tumoren die verstärkte Nutzung von Glutamin in direktem Zusammenhang mit der onkogenen Aktivität von MYC steht und Zellen unter Glutaminentzug MYC-abhängig Apoptose einleiten. Diese Effekte wurden in experimentellen Systemen beschrieben, die auf einer Überexpression eines MYCTransgenes basierten, welches keine 3´-UTR enthält. In dieser Arbeit konnte jedoch beobachtet werden, dass Zellen, die ohne Glutamin kultiviert wurden, in der Lage waren zu überleben, da entgegen den Resultaten vorausgegangener Studien, ein Arrest des Zellzyklus und nicht Apoptose eingeleitet wurde. Die verstärkte Expression eines MYCTransgenes ohne 3´-UTR, erhöhte jedoch auch unter diesen Bedingungen die Anzahl apoptotischer Zellen. Weiterhin war es möglich Adenosin, für dessen Biosynthese Glutamin notwendig ist, als Stimulus zu identifizieren, der für die 3´-UTR abhängige Regulation von MYC verantwortlich ist. Da MYC in verschiedene Schritte der globalen Regulation der Transkription eingebunden ist, wurden abschließend die durch MYC vermittelten Glutaminabhängigen Effekte auf die RNA-Polymerase II (RNAPII) untersucht. Dabei zeigte sich, dass es nach Glutaminentzug zu einem globalen Verlust der Rekrutierung von RNAPII zu den Transkriptionsstartstellen kommt, was durch eine verstärkte MYC-Expression wieder aufgehoben werden kann. Zusammenfassend konnte in dieser Arbeit gezeigt werden, dass die 3´-UTR von MYC als metabolischer Sensor fungiert und dass MYC in Abhängigkeit der Verfügbarkeit von Glutamin global die RNAPII Funktion reguliert. Diese Studie hebt weiterhin die Bedeutung der 3´-UTR von MYC für die Vermittlung stressinduzierter Feedback-Mechanismen hervor. KW - cancer KW - metabolism KW - MYC KW - Myc KW - Stress KW - Metabolismus KW - Genregulation KW - Glutamin Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-158587 ER - TY - JOUR A1 - Ampattu, Biju Joseph A1 - Hagmann, Laura A1 - Liang, Chunguang A1 - Dittrich, Marcus A1 - Schlüter, Andreas A1 - Blom, Jochen A1 - Krol, Elizaveta A1 - Goesmann, Alexander A1 - Becker, Anke A1 - Dandekar, Thomas A1 - Müller, Tobias A1 - Schoen, Christoph T1 - Transcriptomic buffering of cryptic genetic variation contributes to meningococcal virulence JF - BMC Genomics N2 - Background: Commensal bacteria like Neisseria meningitidis sometimes cause serious disease. However, genomic comparison of hyperinvasive and apathogenic lineages did not reveal unambiguous hints towards indispensable virulence factors. Here, in a systems biological approach we compared gene expression of the invasive strain MC58 and the carriage strain α522 under different ex vivo conditions mimicking commensal and virulence compartments to assess the strain-specific impact of gene regulation on meningococcal virulence. Results: Despite indistinguishable ex vivo phenotypes, both strains differed in the expression of over 500 genes under infection mimicking conditions. These differences comprised in particular metabolic and information processing genes as well as genes known to be involved in host-damage such as the nitrite reductase and numerous LOS biosynthesis genes. A model based analysis of the transcriptomic differences in human blood suggested ensuing metabolic flux differences in energy, glutamine and cysteine metabolic pathways along with differences in the activation of the stringent response in both strains. In support of the computational findings, experimental analyses revealed differences in cysteine and glutamine auxotrophy in both strains as well as a strain and condition dependent essentiality of the (p)ppGpp synthetase gene relA and of a short non-coding AT-rich repeat element in its promoter region. Conclusions: Our data suggest that meningococcal virulence is linked to transcriptional buffering of cryptic genetic variation in metabolic genes including global stress responses. They further highlight the role of regulatory elements for bacterial virulence and the limitations of model strain approaches when studying such genetically diverse species as N. meningitidis. KW - neisseria meningitidis KW - MITE KW - virulenceregulatory evolution KW - systems biology KW - metabolism KW - cryptic KW - genetic variation KW - stringent response KW - relA Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-157534 VL - 18 IS - 282 ER - TY - JOUR A1 - Kaltdorf, Martin A1 - Srivastava, Mugdha A1 - Gupta, Shishir K. A1 - Liang, Chunguang A1 - Binder, Jasmin A1 - Dietl, Anna-Maria A1 - Meir, Zohar A1 - Haas, Hubertus A1 - Osherov, Nir A1 - Krappmann, Sven A1 - Dandekar, Thomas T1 - Systematic Identification of Anti-Fungal Drug Targets by a Metabolic Network Approach JF - Frontiers in Molecular Bioscience N2 - New antimycotic drugs are challenging to find, as potential target proteins may have close human orthologs. We here focus on identifying metabolic targets that are critical for fungal growth and have minimal similarity to targets among human proteins. We compare and combine here: (I) direct metabolic network modeling using elementary mode analysis and flux estimates approximations using expression data, (II) targeting metabolic genes by transcriptome analysis of condition-specific highly expressed enzymes, and (III) analysis of enzyme structure, enzyme interconnectedness (“hubs”), and identification of pathogen-specific enzymes using orthology relations. We have identified 64 targets including metabolic enzymes involved in vitamin synthesis, lipid, and amino acid biosynthesis including 18 targets validated from the literature, two validated and five currently examined in own genetic experiments, and 38 further promising novel target proteins which are non-orthologous to human proteins, involved in metabolism and are highly ranked drug targets from these pipelines. KW - metabolism KW - targets KW - antimycotics KW - modeling KW - structure KW - interaction KW - fungicide Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-147396 VL - 3 ER - TY - THES A1 - Brühlmann, David T1 - Tailoring Recombinant Protein Quality by Rational Media Design T1 - Der Einfluss von Zellkulturmedien auf Qualitätsattribute von rekombinanten Proteinen N2 - Nowadays, more than half of the biotherapeutics are produced in mammalian cell lines as a result of correct protein folding and assembly as well as their faculty to bring about a variety of post-translational modifications. The widespread progression of biosimilars has moved the focus in mammalian cell-culture process development. Thereby, the modulation of quality attributes of recombinant therapeutic proteins has increasingly gained importance from early process development stages. Protein quality directly shapes the clinical efficacy and safety in vivo, and therefore, the control of the complex post-translational modifications, such as glycosylation (e.g. high mannose, fucosylation, galactosylation and sialylation), charge variants, aggregates and low-molecular-weight species formation, is pivotal for efficient receptor binding and for triggering the desired immune responses in patients. In the frame of biosimilar development, product quality modulation methods using the potential of the host cell line are particularly sought after to match the quality profile of the targeted reference medicinal product (RMP) as closely as possible. The environment the cell is dwelling in directly influences its metabolism and the resulting quality profile of the expressed protein. Thereby the cell culture medium plays a central role in upstream manufacturing. In this work, concentration adjustment of selected media components and supplementation with a variety of compounds was performed to alter various metabolic pathways, enzyme activities and in some cases the gene expression levels of Chinese Hamster Ovary (CHO) cells in culture. The supplementation of cell culture medium with the trisaccharide raffinose in fed-batch cultures entailed an increase of the abundance of high mannose glycans in two different CHO cell lines. Raffinose especially favored mannose 5 glycans. At the same time, it impaired cell culture performance, induced changes on the intracellular nucleotide levels and even varied the expression levels of glycosylation-related genes. Supplementation with a number of galactosyltransferase inhibiting compounds, in particular fluorinated galactose analogs (alpha- and beta-2F-peracetyl-galactose), consistently decreased the production of galactosylated monoclonal antibodies (mAb). By means of targeted addition during the culture rather than at the beginning, the inhibition was further increased, while limiting detrimental effects on both growth and productivity. High-throughput screening in 96-deepwell plates showed that spermine and L-ornithine also reduced the level of galactosylation. On the other hand, exploratory screening of a variety of potentially disulfide-bridge-reducing agents highlighted that the inherent low-molecular-species level of the proprietary platform cell culture process was likely due to favored reduction. This hypothesis was reinforced by the observation that supplementation of cysteine and N-acetylcysteine promoted fragmentation. Additionally, fragmentation decreased with higher protein expression. At that point, aiming to improve the efficiency in process development, a rational experimental design method was developed to identify and to define the optimal concentration range of quality modulating compounds by calling on a combination of high throughput fed-batch testing and multivariate data analysis. Seventeen medium supplements were tested in five parallel 96-deepwell plate experiments. The selection process of promising modulators for the follow-up experiment in shake tubes consisted in a three-step procedure, including principal component analysis, quantitative evaluation of their performance with respect to the specifications for biosimilarity and selection following a hierarchical order of decisions using a decision tree. The method resulted in a substantial improvement of the targeted glycosylation profile in only two experimental rounds. Subsequent development stages, namely validation and transfer to industrial-scale facilities require tight control of product quality. Accordingly, further mechanistic understanding of the underlying processes was acquired by non-targeted metabolomic profiling of a CHO cell line expressing a mAb cultured in four distinct process formats. Univariate analysis of intra- and extracellular metabolite and temporal glycosylation profiles provided insights in various pathways. The numerous of parameters were the main driver to carry out principal component analysis, and then, using the methodology of partial-least-square (PLS) projection on latent structures, a multivariate model was built to correlate the extracellular data with the distinct glycosylation profiles. The PLS observation model proved to be reliable and showed its great benefit for glycan pattern control in routine manufacturing, especially at large scale. Rather than relying on post-production interpretation of glycosylation results, glycosylation can be predicted in real-time based on the extracellular metabolite levels in the bioreactor. Finally, for the bioactivity assessment of the glycan differences between the biosimilar and the reference medicinal product (RMP), the health agencies may ask for in the drug registration process, extended ranges of glycan variants need to be generated so that the in vitro assays pick up the changes. The developed glycosylation modulator library enabled the generation of extreme glycosylation variants, including high mannose, afucosylated, galactosylated as well as sialic acid species of both a mAb and an antibody fusion molecule with three N-glycosylation sites. Moreover, to create increased variety, enzymatic glycoengineering was explored for galactosylation and sialylation. The glyco variants induced significant responses in the respective in vitro biological activity assays. The data of this work highlight the immense potential of cell culture medium optimization to adjust product quality. Medium and feed supplementation of a variety of compounds resulted in reproducible and important changes of the product quality profile of both mAbs and a fusion antibody. In addition to the intermediate modulation ranges that largely met the requirements for new-biological-entity and biosimilar development, medium supplementation even enabled quick and straightforward generation of extreme glycan variants suitable for biological activity testing. N2 - Mehr als die Hälfte der Biotherapeutika werden heutzutage aufgrund korrekter Proteinfaltung und korrektem Zusammenbau in tierischen Zelllinien hergestellt, welche zudem die Fähigkeit besitzen, verschiedene posttranslationale Modifikationen zu bewerkstelligen, hergestellt. Der ausgeprägte Aufschwung von Biosimilars hat den Entwicklungsschwerpunkt von Zellkulturverfahren verlagert. Dabei hat die Modulierung der Qualitätsattribute von rekombinanten Proteinen bereits in frühen Entwicklungsstadien eine wichtige Bedeutung erlangt. Die Qualitätsattribute beeinflussen die klinische Wirksamkeit und die In-Vivo-Sicherheit direkt. Somit ist die Regulierung der posttranslationalen Modifikationen, einschließlich der Glykosylierung (mannosereiche, fukosylierte, galaktosylierte und sialylierte Glykane), der Ladungsvarianten, sowie die Bildung von Aggregaten und niedermolekularen Spezien, für effiziente Rezeptorbindung und das Auslösen der gewünschten Immunantwort in Patienten entscheidend. Im Rahmen der Biosimilarentwicklung werden Methoden zur Anpassung der Produktqualität innerhalb des Potentials der Wirtszelle gesucht, um sie möglichst genau dem Referenzarzneimittel anzugleichen. Die Umgebung, in der die Zelle verweilt, beeinflusst ihren Metabolismus und das resultierende Produktqualitätsprofil. Dabei spielen Medien eine zentrale Rolle in der Zellkultur. Im Rahmen dieser Doktorarbeit wurden durch Adjustierung von ausgewählten Medienbestandteilen und Ergänzung mit einer Vielfalt von Stoffen diverse Stoffwechselwege, Enzymaktivitäten und in einigen Fällen das Genexpressionsniveau von kultivierten Chinesischen Hamster-Ovarialzellen (CHO) verändert. Die Ergänzung von Zellkulturmedium mit Raffinose, ein Trisaccharid, führte zu einer Erhöhung des mannosereichen Glykosylierungsmusters in zwei unterschiedlichen CHO-Zelllinien. Raffinose begünstigte hauptsächlich Mannose-5-Spezien. Gleichzeitig wurde die Zellkulturleistung beeinträchtigt und zudem intrazelluläre Nukleotidkonzentrationen sowie das Expressionsniveau von Glykosylierungsgenen verändert. Ergänzung mit mehreren Inhibitoren der Galaktosyltransferase, insbesondere fluorierte Galaktosenachbildungen (Alpha- und Beta-2F-Peracetyl-Galaktose), verringerte stetig die Produktion von galaktosylierten monoklonalen Antikörpern (mAb). Durch gezielte Zugabe im Verlauf der Kultur, statt bereits am Anfang, wurde die Inhibition weiter erhöht, und dabei die Einwirkung auf das Zellwachstum und die Produktivität beschränkt. Ein Hochdurchsatz-Screening in 96-Deep-Well-Platten zeigte, dass Spermin und L-Ornithin auch das Ausmaß der Galaktosylierung reduzierte. Andererseits zeigten erste Nachforschungen anhand eines Screenings einer Auswahl von potenziellen Disulfidbrücken-Reduktionsmittel, dass wahrscheinlich begünstigte Reduktion das inhärente Niedermolekular-Speziesniveau des firmeneigenen Zellkulturplattformverfahrens verursacht. Die Hypothese wurde durch die Beigabe von Cystein und N-Acetylcystein bekräftigt. Diese Stoffe begünstigten die Fragmentierung, wohingegen sie bei höherer Proteinexpression abnahm. Mit dem Ziel die Entwicklungseffizienz zu steigern, wurde daraufhin zur Identifikation von qualitätsverändernden Stoffen und Bestimmung der optimalen Konzentrationsbereichen eine rationale Versuchsanordnungsmethode entwickelt. Dazu wurde eine Kombination von Hochdurchsatz-Fed-Batch-Tests und multivariater Datenanalyse herbeigezogen. Siebzehn Mediumergänzungsstoffe wurden in fünf parallelen 96-Deep-Well-Platten-Experimenten getestet. Das Auswahlverfahren von erfolgsversprechenden Modulatoren fürs Nachfolgeexperiment in Schüttelröhrchen umfasste drei Schritte: Hauptkomponentenanalyse, quantitative Evaluierung der Leistung der Modulatoren hinsichtlich der Biosimilaritätsspezifikationen und die Auswahl in Anlehnung an eine hierarchische Entscheidungsreihenfolge mit Hilfe eines Entscheidungsbaums. Die Methode führte in nur zwei Versuchsreihen zu einer erheblichen Annäherung an das gewünschte Glykosylierungsprofil. Anschließende Entwicklungsschritte (Validierung und Transfer in die großtechnische Anlage) erforden eine rigorose Kontrolle der Produktqualität. Demzufolge konnte dank der Non-Targeted Metabolomics Analyse von vier verschiedenen Herstellungsverfahren einer mAb exprimierenden CHO-Zelllinie weitere mechanistische Kenntnisse der zugrunde liegenden Vorgängen gewonnen werden. Univariate Analysen der intra- und extrazellulären Stoffwechselprodukte und die zeitliche Glykosylierungsprofile lieferten einen Einblick in verschiedene Stoffwechselwege. Die Vielzahl von Parametern führte dazu, nach dem Prinzip der Hauptkomponentenanalyse vorzugehen, und dann anhand der Partial Least Squares (PLS)-Projektion auf latente Strukturen ein multivariates Modell zu erstellen, das die extrazellulären Daten mit den individuellen Glykosylierungsprofilen korreliert. Das PLS Beobachtungsmodell stellte sich als verlässlich heraus und zeigte seinen außerordentlichen Nutzen zur Regulierung der Glykanen in der Routineherstellung, insbesondere in der Großanlage. Anstatt sich auf Glykosylierungsresultate nach dem Ende der Produktion zu verlassen, kann die Glykosylierung, basierend auf den Niveaus der extrazellulären Stoffwechselprodukte im Bioreaktor, in Echtzeit vorausgesagt werden. Schließlich können im Rahmen des Arzneigenehmigungsverfahrens Gesundheitsbehörden verlangen, die Glykanunterschiede zwischen dem Biosimilar und dem Referenzarzneimittel zu untersuchen. Damit der biologische Test die Unterschiede nachweisen kann, muss eine erweiterte Palette von Glykanvarianten hergestellt werden. Die entwickelte Glykosylierungsmodulierungsbibliothek ermöglichte, extreme Varianten für mannosereiche, afukosylierte, galaktosylierte und sialylierte Glykane von mAb und einem Antikörperfusionsmolekül mit drei N-Glykosylierungsstellen zu generieren. Für erhöhte Variantenvielfalt wurde die enzymatische Glykoengineering Technologie für die Galaktosylierung und Sialylierung untersucht. Die Glykanvarianten erzeugten signifikante Antworten in der jeweiligen In-Vitro-Bestimmung der biologischen Aktivität. Die Ergebnisse unterstreichen das immense Potential von Zellkulturmediumoptimierung zur Anpassung der Produktqualität. Ergänzung des Mediums und der Nährstofflösung brachte reproduzierbare und beträchtliche Veränderungen der Produktqualität von mAb und eines Fusionsantikörpers hervor. Zusätzlich zu den intermediären Modulierungsbereichen, die mehr als ausreichend den Anforderungen für die Entwicklung von neuen biologischen Wirkstoffen und Biosimilars genügen, ermöglichte die Mediumergänzung auf schnelle und einfache Art und Weise selbst extreme Glykanvarianten zu bilden, die für die Bestimmung der biologischen Aktivität geeignet waren. KW - CHO cell culture KW - product qualitymodulation KW - media design KW - metabolism KW - glycosylation KW - high throughput KW - Zellkultur KW - CHO-Zelle KW - Produktivität KW - Nährboden KW - Stoffwechsel Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-147345 ER -