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Cells within a tissue form highly complex, cellular interactions. This architecture is lost in two-dimensional (2D) cell cultures. To close the gap between 2D cell cultures and in vivo tissues, three-dimensional (3D) cell cultures such as spheroids or embryoid bodies were developed. To fully take advantage of the third dimension, imaging techniques are essential. The emerging field of "image-based systems biology" exploits the information in images and builds a connection between experimental and theoretical investigation of biological processes. Such interdisciplinary approaches strongly depend on the development of protocols to establish 3D cell cultures, innovations in sample preparation, well-suited imaging techniques and quantitative segmentation methods.
Although 3D cell cultures and image-based systems biology provide a great potential, 2D methods are still not completely replaced by 3D methods. This is mainly due to methodical and technical hurdles. Therefore, this thesis provides a significant contribution to overcome these hurdles and to further develop 3D cell cultures. I established computational and experimental methods related to 3D aggregates and investigated fundamental, cellular processes such as adhesion, growth and differentiation.
The automatic segmentation method "PAS" and "LoS" were developed in the context of this thesis. They extract essential biological properties such as the projected area or features of cell nuclei from 2D or 3D images of 3D aggregates. Both algorithms show their accuracy robustly over image data from different samples and different microscopes. In addition, the superior performance of PAS and LoS was proven in a comparison with state-of-the-art methods.
The PAS approach served as an essential basis for investigating cellular processes such as adhesion and growth which are tightly regulated to contribute to tissue integrity. These processes are involved in the formation of spheroids. The temporally resolved data of spheroid formation of three mammary epithelial cell lines revealed differences in their formation dynamics as well as in the onset of spheroid formation phases (aggregation, compaction and growth). Despite these differences, adhesion- and growth-associated proteins such as E-cadherin, actin, microtubules, and the focal adhesion kinase show similar importance in a particular phase. Notably, certain proteins (e.g. E-Cadherin) contribute differently to spheroid formation of cells from different cell types in terms of cell adhesion and growth. Overall, analyses of the individual phases of spheroid formation revealed the temporal coordination of fundamental tissue-specific processes. The results contribute to a better understanding of the maintenance and disruption of tissue integrity.
An important but yet unknown process is how cells accomplish to arrange themselves against the gravitational force to form a spheroid. Live imaging with light sheet-based microscopy provides the best solution for a temporally and in particular spatially resolved investigation of spheroid formation. Although the imaging possibilities increase with this particular microscopy technique, available sample preparation methods are rare. Therefore, I have significantly optimized "agarose beaker" as preparation method for 3D long-term imaging of spheroid formation. The data show that upward movement of the cells takes place early. This movement is initiated in the centre of the initially flat cell layer. Subsequently, the cells move from the periphery of the cell layer toward the centre. Cells rearrange within the spheroid which is followed by growth. It is very likely that 3D aggregates form by adopting an energetically favoured, spherical shape by increasing cell-cell or cell-matrix contacts.
Besides the knowledge gained from the examination of the self-assembly process in different contexts, fully formed cellular aggregates can serve as basis to investigate differentiation processes. Differentiation guide cell fate specification during early embryonic development (i.e. preimplantation) and is not fully understood yet. Due to the lack of an in vitro system for preimplantation, I have developed "blastoids". These are 3D multicellular aggregates of mouse embryonic stem cells which represent important phases of preimplantation and beyond. In qualitative and quantitative analyses, a strong similarity was proven between blastoids and the inner cell mass of in vivo mouse embryos. Further results strongly suggest that both, the cell number and the trophectoderm play a subordinate role for cell fate decision during preimplantation. Furthermore, 3D neighbourhood analyses have shown that both, blastoids and mouse embryos, do not show a random "salt-and-pepper" pattern during differentiation. Instead, they show a yet unknown local clustering of cells with identical fates, suggesting local cell interactions that influence cell fate decision. Furthermore, the data indicate that the maturation of the epiblast in the later stages of preimplantation is initiated by an interaction between cells of the epiblast and the primitive endoderm.
Using image-based systems biology, I have investigated fundamental cellular processes such as adhesion, growth and differentiation in the context of tissue integrity and early embryonic development using 3D cellular aggregates. This highly interdisciplinary work is a major contribution to 3D cell biology and demonstrates how cells bind and interact within a complex system. The main methods developed in this thesis as well as the biological findings can be used not only in further biological but also in medical and pharmacological studies. They have the potential to advance our understanding of complex biological systems and to provide new opportunities for practical applications.
The pyrrolobenzodiazepine tilivalline (1) was originally identified in the human gut pathobiont Klebsiella oxytoca, the causative agent of antibiotic-associated hemorrhagic colitis. Here we show the identification of tilivalline and analogs thereof in the entomopathogenic bacterium Xenorhabdus eapokensis as well as the identification of its biosynthesis gene cluster encoding a bimodular non-ribosomal peptide synthetase. Heterologous expression of both genes in E. coli resulted in the production of 1 and from mutasynthesis and precursor directed biosynthesis 11 new tilivalline analogs were identified in X. eapokensis. These results allowed the prediction of the tilivalline biosynthesis being similar to that in K. oxytoca.
Im Kindes- und Jugendalter gehoert das Rhabdomyosarkom zu den haeufigsten Weichteilsarkomen. Bisher belaeuft sich das Therapieverfahren auf chirurgische Entfernung, gefolgt von Chemotherapie, bzw. bei nicht-operablen Faellen auf Radiotherapie und Chemotherapie, jedoch haben sich die Ueberlebenschancen fuer Patienten mit einer Erkrankung in metastasiertem oder rezidiviertem Stadium trotz intensiver Forschung ueber mehrere Jahrzehnte hinweg kaum gebessert und bleiben bei unter 30%. Neue therapeutische Strategien versuchen das Immunsystem des Patienten zu modulieren und dieses gezielter oder aggressiver gegen Tumorzellen zu machen. Nebst direkter Injektion von Zytokinen oder Antikoerpern bietet die adoptive Immunzelltherapie einen vielversprechenden Ansatz. In der vorliegenden Arbeit lag der Fokus auf Natuerlichen Killer- (NK) Zellen, da diese ein hohes zytotoxisches Potential gegenueber Tumorzellen aufweisen. Eine der groessten Herausforderungen der NK-Zellforschung ist die Breitstellung ausreichender Mengen an NK-Zellen mit optimaler antitumoraler Funktion fuer den klinischen Einsatz. Viele aktuell erprobte NK-Zellexpansionsstrategien basieren auf der Verwendung von Hilfs- oder Feeder-Zellen (Versorgerzellen), die jedoch vor der Applikation in Patienten aus dem finalen Produkt entfernt werden muessen. In der vorliegenden Arbeit sollten Feeder-zellfreie NK-Zellexpansionsprotokolle unter Verwendung von Gammakettenzytokinen getestet werden.
Interleukin (IL-) 15 erwies sich dabei vor allem fuer die Vermehrung der NK-Zellen als besonders foerderlich. Im Vergleich dazu fielen die Expansionsraten mit IL-2 oder IL-21 geringer aus. Interessanterweise wurde der expansionsfoerdernde Effekt von IL-15 durch dauerhafte Anwesenheit von IL-21 im Kulturmedium gehemmt. Ein kurzer, dreitaegiger IL-21-Boost am Ende der Expansionsphase wirkte sich wiederum positiv auf die NK-Zellexpansionsraten aus. Zudem zeigte sich durch IL-21 ein vermehrtes Auftreten von NK-Zellen des reiferen CD16posCD56dim Phaenotyps, der die zytotoxische Funktion vermittelt. Bei Degranulationsuntersuchungen wurden eine IL-21-induzierte Exozytoseaktivitaet und die vermehrte Ausschuettung von Perforin und Granzym B, welche Apoptose in den Zielzellen ausloesen, beobachtet. Vor allem der dreitaegige Boost mit IL-21 bewirkte eine gesteigerte Zytotoxizitaet gegenueber Tumorzellen, insbesondere gegenueber Rhabdomyosarkomzellen.
Auf dieser Grundlage bot es sich an fuer die NK-Zellexpansion ein Zwei-Phasen-Protokoll anzuwenden, bestehend aus einer initialen Proliferationsphase mit IL-15 und einem anschliessendem IL-21-Boost, durch den die antitumorale Funktionalitaet der NK-Zellen gesteigert wurde. Dieses IL-15+21boost-Protokoll wurde mit anderen Kombinationen aus den Gammakettenzytokinen IL-2, IL-15 und IL-21 verglichen und stellte sich hinsichtlich der NK-Zellexpansionsraten, der Degranulationskapazitaet und der damit verbundenen Zytotoxizitaet als den anderen Protokollen ueberlegen heraus.
Zytokinexpandierte NK-Zellen zeigten eine hoehere Rezeptorexpression an ihren Oberflaechen als unstimulierte Zellen. Die Expansion mit dem IL-15+21boost-Protokoll bewirkte die hoechste Dichte des Todesrezeptors TRAIL, jedoch auch der inhibitorischen KIR2D-Rezeptorfamilie. Fuer andere Oberflaechenmarker ergab sich jeweils eine mittlere Expressionsdichte verglichen mit dem IL-15- bzw. dem IL-15+21-Expansionsprotokoll. Die Sekretion von proinflammatorischen Zytokinen wie Interferon-gamma (IFN-g) und Tumor-Nekrose-Faktor-alpha (TNF-a) wurde zudem verstaerkt durch IL-21 angeregt, aber ebenso die Sekretion des immunsupprimierenden IL-10.
Weiter wurden die zytoinexpandierten NK-Zellen zur UEberpruefung ihrer in vivo Funktionalitaet anhand eines praeklinischen Xenograftmodells unter Verwendung von NOD SCID IL-2-Rgamma-/- (NSG) Maeusen und der Technologie der in-vivo-Biolumineszenzbildgebung getestet. Dabei konnte beobachtet werden, dass die NK-Zellen das Wachstum luciferaseexprimierender humaner Rhabdomyosarkome verlangsamten. Die Wirksamkeit der IL-15+21boost-expandierten NK-Zellen zeigte sich vor allem in einem kombinierten Ansatz, bei dem die Tumore zunaechst mit ionisierender Strahlung behandelt wurden und residuale Rhabdomyosarkomzellen anschliessend durch den adoptiven Transfer von humanen NK-Zellen in ihrem Wachstum gehemmt waren, solange die NK-Zelltherapie andauerte. Somit stellte sich die Kombination aus Bestrahlung und NK-Zelltransfer als wirksamer im Einsatz gegen Rhabdomyosarkome heraus als die alleinige Behandlung der Tumore durch Radiotherapie.
Zusammengefasst konnte in dieser Arbeit ein NK-Zellexpansionsprotokoll entwickelt werden, dass durch den ausschliesslichen Einsatz von Gammakettenzytokinen zu einem funktionalen NK-Zellprodukt fuehrte, welches auch in vivo lytische Aktivitaet gegenueber Rhabdomyosarkomzellen aufwies.
A full understanding of the origin, formation and degradation of volatile compounds that contribute to wine aroma is required before wine style can be effectively managed. Fractionation of grapes represents a convenient and robust method to simplify the grape matrix to enhance our understanding of the grape contribution to volatile compound production during yeast fermentation. In this study, acetone extracts of both Riesling and Cabernet Sauvignon grape berries were fractionated and model wines produced by spiking aliquots of these grape fractions into model grape juice must and fermented. Non-targeted SPME-GCMS analyses of the wines showed that several medium chain fatty acid ethyl esters were more abundant in wines made by fermenting model musts spiked with certain fractions. Further fractionation of the non-polar fractions and fermentation of model must after addition of these fractions led to the identification of a mixture of polyunsaturated triacylglycerides that, when added to fermenting model must, increase the concentration of medium chain fatty acid ethyl esters in wines. Dosage-response fermentation studies with commercially-available trilinolein revealed that the concentration of medium chain fatty acid ethyl esters can be increased by the addition of this triacylglyceride to model musts. This work suggests that grape triacylglycerides can enhance the production of fermentation-derived ethyl esters and show that this fractionation method is effective in segregating precursors or factors involved in altering the concentration of fermentation volatiles.