Biologische Hochschulschriften (Goethe-Universität)
Refine
Year of publication
- 2017 (47) (remove)
Document Type
- Doctoral Thesis (47)
Has Fulltext
- yes (47)
Is part of the Bibliography
- no (47)
Keywords
- 2-Photonen (1)
- Animal Behavior (1)
- Aptamer (1)
- Carotinoide (1)
- Chrimson (1)
- Cyprinidae (1)
- Electron Paramagnetic Resonance (1)
- Emerging insect model organisms (1)
- European Rabbit (1)
- Europäisches Wildkaninchen (1)
Institute
Echolocation allows bats to orientate in darkness without using visual information. Bats emit spatially directed high frequency calls and infer spatial information from echoes coming from call reflections in objects (Simmons 2012; Moss and Surlykke 2001, 2010). The echoes provide momentary snapshots, which have to be integrated to create an acoustic image of the surroundings. The spatial resolution of the computed image increases with the quantity of received echoes. Thus, a high call rate is required for a detailed representation of the surroundings.
One important parameter that the bats extract from the echoes is an object’s distance. The distance is inferred from the echo delay, which represents the duration between call emission and echo arrival (Kössl et al. 2014). The echo delay decreases with decreasing distance and delay-tuned neurons have been characterized in the ascending auditory pathway, which runs from the inferior colliculus (Wenstrup et al. 2012; Macías et al. 2016; Wenstrup and Portfors 2011; Dear and Suga 1995) to the auditory cortex (Hagemann et al. 2010; Suga and O'Neill 1979; O'Neill and Suga 1982).
Electrophysiological studies usually characterize neuronal processing by using artificial and simplified versions of the echolocation signals as stimuli (Hagemann et al. 2010; Hagemann et al. 2011; Hechavarría and Kössl 2014; Hechavarría et al. 2013). The high controllability of artificial stimuli simplifies the inference of the neuronal mechanisms underlying distance processing. But, it remains largely unexplored how the neurons process delay information from echolocation sequences. The main purpose of the thesis is to investigate how natural echolocation sequences are processed in the brain of the bat Carollia perspicillata. Bats actively control the sensory information that it gathers during echolocation. This allows experimenters to easily identify and record the acoustic stimuli that are behaviorally relevant for orientation. For recording echolocation sequences, a bat was placed in the mass of a swinging pendulum (Kobler et al. 1985; Beetz et al. 2016b). During the swing the bat emitted echolocation calls that were reflected in surrounding objects. An ultrasound sensitive microphone traveling with the bat and positioned above the bat’s head recorded the echolocation sequence. The echolocation sequence carried delay information of an approach flight and was used as stimulus for neuronal recordings from the auditory cortex and inferior colliculus of the bats.
Presentation of high stimulus rates to other species, such as rats, guinea pigs, suppresses cortical neuron activity (Wehr and Zador 2005; Creutzfeldt et al. 1980). Therefore, I tested if neurons of bats are suppressed when they are stimulated with high acoustic rates represented in echolocation sequences (sequence situation). Additionally, the bats were stimulated with randomized call echo elements of the sequence and an interstimulus time interval of 400 ms (element situation). To quantify neuronal suppression induced by the sequence, I compared the response pattern to the sequence situation with the concatenated response patterns to the element situation. Surprisingly, although the bats should be adapted for processing high acoustic rates, their cortical neurons are vastly suppressed in the sequence situation (Beetz et al. 2016b). However, instead of being completely suppressed during the sequence situation, the neurons partially recover from suppression at a unit specific call echo element. Multi-electrode recordings from the cortex allow assessment of the representation of echo delays along the cortical surface. At the cortical level, delay-tuned neurons are topographically organized. Cortical suppression improves sharpness of neuronal tuning and decreases the blurriness of the topographic map. With neuronal recordings from the inferior colliculus, I tested whether the echolocation sequence also induced neuronal suppression at subcortical level. The sequence induced suppression was weaker in the inferior colliculus than in the cortex. The collicular response makes the neurons able to track the acoustic events in the echolocation sequence. Collicular suppression mainly improves the signal-to-noise ratio. In conclusion, the results demonstrate that cortical suppression is not necessarily a shortcoming for temporal processing of rapidly occurring stimuli as it has previously been interpreted.
Natural environments are usually composed of multiple objects. Thus, each echolocation call reflects off multiple objects resulting in multiple echoes following the calls. At present, it is largely unexplored how neurons process echolocation sequences containing echo information from more than one object (multi-object sequences). Therefore, I stimulated bats with a multi-object sequence which contained echo information from three objects. The objects were different distances away from each other. I tested the influence of each object on the neuronal tuning by stimulating the bats with different sequences created from filtering object specific echoes from the multi-object sequence. The cortex most reliably processes echo information from the nearest object whereas echo information from distant objects is not processed due to neuronal suppression. Collicular neurons process less selectively echo information from certain objects and respond to each echo.
For proper echolocation, bats have to distinguish between own biosonar signals and the signals coming from conspecifics. This can be quite challenging when many bats echolocate adjacent to each other. In behavioral experiments, the echolocation performance of C. perspicillata was tested in the presence of potentially interfering sounds. In the presence of acoustic noise, the bats increase the sensory acquisition rate which may increase the update rate of sensory processing. Neuronal recordings from the auditory cortex and inferior colliculus could strengthen the hypothesis. Although there were signs of acoustic interference or jamming at neuronal level, the neurons were not completely suppressed and responded to the rest of the echolocation sequence.
The composition of cellular membranes is extremely complex and the mechanisms underlying their homeostasis are poorly understood. Organelles within a eukaryotic cell require a non-random distribution of membrane lipids and a tight regulation of the membrane lipid composition is a prerequisite for the maintenance of specific organellar functions. Physical membrane properties such as bilayer thickness, lipid packing density and surface charge are governed by the lipid composition and change gradually from the early to the late secretory pathway. As the endoplasmic reticulum (ER) is situated at the beginning of the cells secretory pathway, it has to accept and accommodate a great variety and quantity of secretory and transmembrane proteins, which enter the ER on their way to their final cellular destination. Secretory proteins can be translocated into the lumen of the ER co- or posttanslationally and membrane proteins are being inserted and released into the ER membrane. In the oxidative milieu of the ER-lumen, supported by a variety of chaperones, proteins can fold into their native form.
If the folding capacity of the ER-lumen is exceeded, an accumulation of mis- or unfolded proteins in the lumen of the ER occurs, consequently triggering the unfolded protein response (UPR). This highly conserved program activates a wide-spread transcriptional response to restore protein folding homeostasis. In fact, 7 – 8% of all genes in the yeast Saccharomyces cerevisiae (S. cerevisiae) are regulated by the UPR. The mechanism underlying the activation of the UPR by protein folding stress has been investigated thoroughly in the last decades and many of its mechanistic details have been elucidated. Recently, it became evident that aberrant lipid compositions of the ER membrane, collectively referred to as lipid bilayer stress, are equally potent in activating the UPR. The underlying molecular mechanism of this membrane-activated UPR, however, remained unclear.
This study focuses on the UPR in S. cerevisiae and characterizes the inositol requiring enzyme 1 (Ire1) as the sole UPR sensor in S. cerevisiae. Active Ire1 forms oligomers and, collaboratively with the tRNA ligase Rlg1, splices immature mRNA of the transcription factor HAC1, which results in the synthesis of mature HAC1 mRNA and the production of the active Hac1 protein, which binds to UPR-elements in the nucleus and activates the expression of UPR target genes. Here, the combination of in vivo and in vitro experiments is being used, which is supplemented by molecular dynamics (MD) simulations performed by Roberto Covino and Gerhard Hummer (MPI for Biophysics, Frankfurt), aiming to identify the molecular mechanism of Ire1 activation by lipid bilayer stress. This study focuses on the analysis of the juxta- and transmembrane region of Ire1. Bioinformatic analyses revealed a putative ER-lumenal amphipathic helix (AH) N-terminally of and partially overlapping with the transmembrane helix (TMH). This predicted AH contains a large hydrophobic face, which inserts into the ER membrane, forcing the TMH into a tilted orientation within the membrane. The resulting unusual architecture of Ire1’s AH and TMH constitutes a unique structural element required for the activation of Ire1 by lipid bilayer stress.
To investigate the function of the AH in the physiological context, different variants of Ire1 were produced under the control of their endogenous promoter and from their endogenous locus. The functional role of the AH was tested, by disrupting its amphipathic character by the introduction of charged residues into the hydrophobic face of the AH. The role of a conserved negative residue between the TMH and the AH (E540 in S. cerevisiae) was tested by substituting it by a unipolar, polar, or positively charged residue. These variants were intensively characterized using a series of assays:
This thesis provides evidence that the AH is crucial for the function of Ire1: Mutant variants with a disrupted (F531R, V535R) or otherwise modified AH (E540A) exhibited a lower degree of oligomerization and failed to catalyze the splicing of the HAC1 mRNA as the Wildtype control. Likewise, the induction of PDI1, a target gene of the UPR, was greatly reduced in mutants with a disrupted or defective AH. These data revealed an important functional role of the AH for normal Ire1 function.
An in vitro system was established to analyze the membrane-mediated oligomerization of Ire1. This system enabled the isolated functional analysis of the AH and TMH during Ire1 activation by lipid bilayer stress. A fusion construct, coding for the maltose binding protein (MBP) from Escherichia coli (E. coli), N-terminally to the AH and TMH of Ire1 was produced. The heterologous production in E. coli, the purification and reconstitution of this minimal sensor of Ire1 in liposomes was established as part of this study. To analyze the oligomeric status of the minimal sensor in different lipid environments, continuous wave electron paramagnetic resonance (cwEPR) spectroscopic experiments were performed. These experiments revealed that the molecular packing density of the lipids had a significant influence of the oligomerization of the spin-labeled membrane sensor: increasing packing densities resulted in sensor oligomerization. The AH-disruptive F531R mutant, in which the amphipathic character of the AH was destroyed, showed no membrane-sensitive changes in its oligomerization status.
Thus, the activation of Ire1 by lipid bilayer stress is achieved by a membrane-based mechanism. According to the current model, the AH induces a local membrane compression by inserting its large hydrophobic face into the membrane. As membrane thickness and acyl chain order are interconnected, this compression simultaneously results in an increased local disordering of lipid acyl chains. Supporting MD simulations performed by Roberto Covino and Gerhard Hummer revealed that the bilayer compression is significantly more pronounced in a densely packed lipid environment, than in a lipid environment of lower lipid packing density. Hence, the energetic cost of the local compression increases with the packing density of the membrane, but is compensated for by the oligomerization of Ire1. This minimization of energetic cost induced by the membrane deformation of Ire1 forms the basis for the activation of Ire1 by lipid bilayer stress.
Heat stress transcription factors (Hsfs) play essential role in heat stress response and thermotolerance by controlling the transcriptional activation of heat stress response (HSR) genes including molecular chaperones. Plant Hsf families show a striking multiplicity, with more than 20 members in the many plant species. Among Hsfs, HsfA1s act as the master regulators of heat stress (HS) response and HsfA2 becomes one of the most abundant Hsfs during HS. Using transgenic plans with suppressed expression of HsfA2 we have shown that this Hsf is involved in acquired thermotolerance of S. lycopersicum cv Moneymaker as HsfA2 is required for high expression and maintenance of increased levels of Hsps during repeated cycles of HS treatment.
Interestingly, HsfA2 undergoes temperature-dependent alternative splicing (AS) which results in the generation of seven transcript variants. Three of these transcripts (HsfA2-Iα-γ), generated due to alternative splicing of a second, newly identified intron encode for the full length protein involved in acquired thermotolerance. Another 3 transcripts (HsfA2-IIIα-γ) are generated due to alternative splicing in intron 1, leading in all cases to a premature termination codon and targeting of these transcripts for degradation via the non-sense mRNA decay mechanism (NMD).
Interestingly, excision of intron 2, results into the generation of a second previously unreported protein isoform, annotated as HsfA2-II. HsfA2-II shows similar transcriptional activity to the full-length protein HsfA2-I in the presence of HsfA1a but lacks the nuclear export signal (NES) required for nucleocytoplasmic shuttling which allows efficient nuclear retention and stimulation of transcription of HS-induced genes. Furthermore, stability assays showed that HsfA2-II exhibits lower protein stability compared to HsfA2-I.
The presence of a second intron and the generation of a second protein isoform we identified in other Solanaceae species as well. Remarkably, we observed major differences in the splicing efficiency of HsfA2 intron 2 among different tomato species. Several wild tomato accessions exhibit higher splicing efficiency that favors the generation of HsfA2-II, while in these species the splice variant HsfA2-Iγ is absent. This natural variation in splicing efficiency specifically occurring at temperatures around 37.5oC is associated with the presence of 3 intronic polymorphisms. In the case of wild species these polymorphisms seemingly restrict the binding of RS2Z36, identified as a putative splicing silencer for HsfA2 intron 2.
Tomato accessions with the polymorphic “wild” HsfA2 show enhanced thermotolerance against a direct severe heat stress incident due to the stronger increase of Hsps and other stress induced genes. Introgression of the “wild” S. pennellii HsfA2 locus into the cultivar M82, resulted in enhanced seedling thermotolerance highlighting the potential use of the polymorphic HsfA2 for breeding.
We conclude that alterations in the splicing efficiency of HsfA2 have contributed to the adaption of tomato species to different environments and these differences might be directly related to natural variation in their thermotolerance.
Research in cell and developmental biology requires the application of three-dimensional model systems that reproduce the natural environment of cells. Processes in developmental biology are therefore studied in entire systems like insects or plants. In cell biology, three-dimensional cell cultures (e.g. spheroids or organoids) model the physiology and pathology of cells, tissues or organs. In all systems, the cellular neighborhood and interactions, but also physicochemical influences, are realistically presented. The production and handling of these model systems is rather simple and allows for reproducible characterization.
Confocal and light sheet-based fluorescence microscopy (LSFM) enable the observation of these systems while maintaining their three-dimensional integrity. LSFM is applicable to imaging live samples at high spatio-temporal resolution over long periods of time. The quality of the acquired datasets enables the extraction of quantitative features about morphology, functionality and dynamics in the context of the complete system. This approach is referred to as image-based systems biology. Exploiting the potential of the generated datasets requires an image analysis pipeline for data management, visualization and the retrieval of biologically meaningful values.
The goal of this thesis was to identify, develop and optimize modules of the image analysis pipeline. The modules cover data management and reduction, visualization, reconstruction of multiview image datasets, the segmentation and tracking of cell nuclei and the extraction of quantitative features. The modules were developed in an application-driven manner to test and ensure their applicability to real datasets from three-dimensional fluorescence microscopy. The underlying datasets were taken from research projects in developmental biology in insects and plants, as well as from cell biology.
The datasets acquired in fluorescence microscopy are typically complex and require common image processing steps in order to manage, visualize, and analyze the datasets. The first module accomplishes automatic structuring of large image datasets, reduces the data amount by image cropping and compression and computes maximum projection images along different spatial directions. The second module corrects for intensity variations in the generated maximum projection images that occur as a function of time. The program was published as a part of an article in Nature Protocols. Another developed module named BugCube provides a web-based platform to visualize and share the processed image datasets.
In LSFM, samples can be rotated in-between two acquisitions enabling the generation of multiview image datasets. Prior to my work, Frederic Strobl and Alexander Ross acquired the complete embryogenesis of the red flour beetle, Tribolium castaneum, and the field cricket, Gryllus bimaculatus, with LSFM. I evaluated a plugin for the software FIJI as a module for the reconstruction of such datasets. The plugin was optimized for automation and efficiency. We obtained the first high quality three-dimensional reconstructions of Tribolium and Gryllus datasets.
Optical clearing increases the penetration depth into samples, thus providing endpoint images of entire three-dimensional objects with cellular detail. This work contributes a quantitative characterization module that was applied to endpoint images of optically cleared spheroids. A program for the generation of ground truth datasets was developed in order to evaluate the cell nuclei segmentation performance. The program was part of a paper that was published in BMC Bioinformatics. Using the program, I could show that the cell nuclei segmentation is robust and accurate. Approaches from computational topology and graph theory complete the segmentation of cell nuclei. Thus, the developed module provides a comprehensive quantitative characterization of spheroids on the level of the individual cell, the cell neighborhood and the whole cell aggregate. The module was employed in four applications to analyze the influence of different stress conditions on the morphology and cellular arrangement of cells in spheroids. The module was accepted for publication in Scientific Reports along with the results for one application. The cell nuclei segmentation further provided a data source for simulation models that used correlation functions to identify structural zones in spheroids. These results were published in Royal Society Interface.
The final part of this work presents a module for cell tracking and lineage reconstruction. In collaboration with Dr. Alexis Maizel, Dr. Jens Fangerau and Dr. Daniel von Wangenheim, I developed a module to track the positions of all cells involved in lateral root formation in Arabidopsis thaliana and used the extracted positions for extensive data analysis. We reconstructed the cell lineages and established the first atlas of all founder cells that contribute to the formation. The analysis of the retrieved data allowed us to study conserved and individual patterns in lateral root formation. The atlas and parts of the analysis presented in this thesis were published in Current Biology.
In this thesis, I developed modules for an image analysis pipeline in three-dimensional fluorescence microscopy and applied them in interdisciplinary research projects. The modules enabled the organization, processing, visualization and analysis of the datasets. The perspective of the image analysis pipeline is not restricted to image-based systems biology. With ongoing development of the image analysis pipeline, it can also be a valuable tool for medical diagnostics or industrial high-throughput approaches.
Fossile Rohstoffe dienen in unserer heutigen Gesellschaft als Energiequelle und als Rohstofflieferant für Grund-, Feinchemikalien und Pharmazeutika. Sie tragen jedoch zum Klimawandel und Umweltverschmutzung bei. Lignocellulosische Biomasse ist eine erneuerbare und nachhaltige Alternative, die durch biotechnologische Prozesse erschlossen werden kann. Die Bäckerhefe Saccharomyces cerevisiae ist ein sehr gut untersuchter Modellorganismus, für den es zahlreiche genetische Werkzeuge und Analysemethoden gibt. Zudem wird S. cerevisiae häufig in biotechnologischen Prozessen eingesetzt, da diese Hefe robust gegenüber industriellen Bedingungen wie niedrigen pH-Werten, toxischen Chemikalien, osmotischem und mechanischem Stress ist. Die Pentose D-Xylose ist ein wesentlicher Bestandteil von lignocellulosischer Biomasse, die aber nicht natürlicherweise von der Bäckerhefe verwerten werden kann. Für eine kommerzielle Herstellung von Produkten aus lignocellulosischer Biomasse muss S. cerevisiae D-Xylose effektiv verwerten. Für die Bäckerhefe konnten heterologe Stoffwechselwege etabliert werden, damit diese D-Xylose verwerten kann. Für eine effiziente Xyloseverwertung bleiben dennoch zahlreiche Herausforderungen bestehen. Unter anderem nehmen die Zellen D-Xylose über ihre endogenen Hexosetransporter nur langsam auf. Die heterologe Xylose-Isomerase (XI) besitzt in S. cerevisiae eine geringe Aktivität für die Isomerisierung von D-Xylose. Unspezifische Aldosereduktasen konkurrieren mit der Xylose-Isomerase um das gleiche Substrat und produzieren Xylitol, ein starker Inhibitor der Xylose-Isomerase. Eine Möglichkeit die Umsatzrate von Enzymen zu steigern und Substrate vor Nebenreaktionen zu schützen, ist die Anwendung von Substrate Channeling Strategien. Bei Substrate Channeling befinden sich die beteiligten Enzyme in einem Komplex, wodurch die Substrate lokal angereichert werden und von einem aktiven Zentrum zum nächsten weitergeleitet werden, ohne Diffusion in den restlichen Reaktionsraum. In dieser Arbeit wurde untersucht, ob ein Komplex zwischen einem membranständigen Transporter und einem löslichen Enzym konstruiert werden kann, um durch Substrate Channeling eine verbesserte Substrat-Verwertung zu erreichen. Die Xylose-Isomerase aus C. phytofermentans und die endogene Hexose-Permease Gal2 sollten in dieser Arbeit als Modellproteine in S. cerevisiae-Zellen mit Hilfe von Protein-Protein-Interaktionsmodulen (PPIM) in räumliche Nähe zueinander gebracht werden.
Die Expression verschiedener PPIM konnte in S. cerevisiae mittels Western Blot nachgewiesen werden. Auch Fusionsproteine aus unterschiedlichen PPIM wurden in dieser Hefe exprimiert. Die PPIM binden komplementäre PPIM oder kurze Peptidliganden, welche an die Xylose-Isomerase und an den Gal2-Transporter fusioniert wurden. Die Funktionalität beider Proteine wurde mittels in vivo und in vitro Tests untersucht. Die Xylose-Isomerase mit N-terminalen Liganden des WH1-Protein-Protein-Interaktionsmoduls (WH1L-XI) und der Gal2-Transporter mit N-terminalen SYNZIP2-Protein-Protein-Interaktionsmodul (SZ2-Gal2) erwiesen sich als geeignete Kandidaten für weitere Untersuchungen. Mittels indirekter Immunfluoreszenz konnte die Ko-Lokalisierung von SZ2-Gal2 und WH1L-XI, die einander über ein Scaffold-Protein binden, nachgewiesen werden.
Transformanten, in denen ein Komplex aus Transporter, Scaffold-Protein und Xylose-Isomerase gebildet wurde, zeigten bessere Fermentationseigenschaften gegenüber der Scaffold-freien Kontrolle und dem Wildtyp: Sie verwerteten Xylose schneller, bildeten weniger vom unerwünschten Nebenprodukt Xylitol, produzierten mehr Ethanol und wiesen eine höhere Ethanolausbeute auf. Der beobachtete Substrate Channeling Effekt kompensierte die geringere Enzymaktivität der WH1L-XI im Vergleich zum Wildtyp-Protein. Die Wirksamkeit des Substrate Channeling wurde verringert, wenn die Bildung des Komplexes aus Transporter, Scaffold-Protein und Xylose-Isomerase gestört wurde, indem ein getaggtes GFP mit dem Scaffold-Protein um die Bindungsstelle an Gal2 konkurrierte. Dies zeigt, dass die positive Wirkung auf die Komplex-Bildung zwischen XI und Gal2 zurück zu führen ist. Die Fermentationseigenschaften konnten gesteigert werden, indem der zuvor zwischen SZ2-Zipper und Gal2-Transporter verwendete Linker, der aus zehn Aminosäuren von Glycin, Arginin und Prolin (GRP10) bestand, durch einen aus Glycin und Alanin (GA10) ersetzt wurde. Die verbesserten Fermentationseigenschaften beruhten auf einem Substrate Channeling Effekt und einer gesteigerten Aufnahmerate des SZ2-GA10-Gal2-Transporters. Ein Vergleich der Strukturvorhersagen von SZ2-GRP10-Gal2 und SZ2-GA10-Gal2 zeigte, dass der GRP10-Linker einen unstrukturierten, flexiblen Linker ausbildet, während der GA10-Linker eine starre α-Helix ausbildet. Die Struktur und der Transportprozess von Gal2 sind nicht aufgeklärt. Bei verwandten Transportern geht man davon aus, dass Substrate durch Konformationsänderungen ins Innere der Zelle transportiert werden, indem die beiden Domänen gegeneinander klappen. Die α-Helix könnte die Geschwindigkeit der Konformationsänderungen begünstigen.
Durch Kontrollexperimente konnte ausgeschlossen werden, dass die gesteigerten Fermentationseigenschaften eine Folge der Stabilisierung der XI- und Gal2-Fusionsproteine durch das Anfügen des Liganden oder durch Komplexbildung mit dem Scaffold-Protein waren. Substrate Channeling zwischen Gal2 und XI entsteht durch die Komplexbildung mit dem Scaffold-Protein, wodurch sich Gal2 und XI in räumlicher Nähe zueinander befinden. Dieser Effekt beruht möglicherweise zusätzlich aufgrund einer hohen örtlichen Ansammlung dieser Proteine, da die tetramere XI weitere Scaffold-Proteine binden könnte, welche weitere Gal2-Transporter binden könnte. Darüber hinaus sammeln sich Transporter an bestimmten Orten der Membran an und Transporter mit ähnlicher oder gleicher Transmembransequenz tendieren dazu zu ko-lokalisieren. Hierdurch könnten Gal2-XI-Agglomerate entstehen und Xylose wird mit hoher Wahrscheinlichkeit von einer der vielen Xylose-Isomerasen umgesetzt.
In der vorliegenden Arbeit wurde ein integrativer Netzwerkmodellierungsansatz gewählt, um die Rolle des Endothels im Kontext der Arteriosklerose zu untersuchen. Hierbei wurden bioinformatische Analysen, laborexperimentelle Versuche und klinische Daten vereinigt und aus dieser Synthese neue klinisch relevante Gene identifiziert und beschrieben.
Das Endothel trägt maßgeblich zur Homöostase des vaskulären Systems bei und eine Dysfunktion des Endothels fördert die Entstehung der Arteriosklerose. Im Zuge der Atherogenese entstehen vermehrt reaktive Sauerstoffspezies, die Lipide in der Membran von Plasma-Lipoprotein-Partikeln und in der zellulären Plasmamembran oxidieren. Eine Gruppe solcher oxidierter Membranlipide ist oxPAPC, das in erhöhter Konzentration in arteriosklerotischen Plaques und lokal an Orten chronischer Entzündung im vaskulären System vorkommt. Weitherhin findet sich diese Gruppe von oxidierten Phospholipiden in oxidierten LDL-Partikeln, in denen oxPAPC die Bindung an Makrophagen vermittelt und hierdurch maßgeblich zur Bildung der Schaumzellen und damit zum arteriosklerotischen Prozess beiträgt. Die durch oxPAPC verursachte Veränderung der Endothelzelle ist bisher wenig erforscht. Es ist jedoch bekannt, dass oxPAPC die Transkriptionslandschaft in Endothelzellen tiefgreifend verändert. Um der Komplexität der Endothelzellveränderung gerecht zu werden, wurde ein bayesscher Ansatz angewendet.
In einem ersten Schritt wurden Expressionsprofile von humanen Aortenendothelzellen (HAEC) aus 147 Herztransplantatspendern verwendet. Diese Expressionprofile enthalten Transkriptionsinformationen der 147 HAEC, die mit oxPAPC oder Kontrollmedium behandelt worden waren. Es wurden signifikant koexprimierte Gene identifiziert und hiervon Gen-Paare berechnet, die einen differentiellen Vernetzungsgrad zwischen Kontroll- and oxPAPC-Status aufweisen. Dieses Netzwerkmodell gibt darüber Aufschluss, welche Gene miteinander in Verbindung stehen. 26759 Gene-Paare, die differentiell verbunden und signifkant koexprimiert waren, wurden hierarchisch gruppiert. Es wurden neun Gen-Gruppen mit einer erhöhten und elf Gen-Gruppen mit einer verminderten Konnektivität nach oxPAPC identifiziert. Gruppe 6 der erhöhten Konnektvitäts-Gruppen wies hierbei die höchste kohärente Konnektivität von allen Gruppen auf. Eine Analyse signifikant überrepräsentierter kanonischer Gensätze ergab, dass diese Gruppe insbesondere Serin-Glycin-Aminosäuremetabolismus, tRNA- und mTOR-Aktivierung wiederspiegelte. Der hier gewählte Netzwerkmodellierungsansatz zeigte auf, dass der Aminosäuremetabolismus durch oxidizerte Phospholipide massiven Veränderungen unterworfen ist.
Um den Mechanismus der Veränderung des Aminosäuremetabolismus näher zu untersuchen, wurden bayessche Netzwerkmodelle verwendet. Dieses Netzwerkmodell enthält im Gegensatz zum differentiellen Koexpresssionsmodell gerichtete Informationen innerhalb des Netzwerkgraphes. Die Gen-Gen Verbindungen sind kausal, wodurch sich eine Hierarchie bildet und Schlüsselfaktoren innerhalb des Netzwerks bestimmt werden können. Durch die Integrierung von Expressionsprofilen und Genomprofilen derselben HAEC-Kohorte und der Inferenz von kausalen Gen-Gen-Verbindungen ergaben sich zwei bayessche Netze: Kontroll- und oxPAPC-Netzwerk. Permutationsuntersuchungen und systematische Beurteilung im Vergleich zu Gen-Gen-Verbindungen in Online-Datenbanken zeigten eine erhöhte Prognosefähigkeit der beiden HAEC bayesschen Netze. Es wurden die Schlüsselfaktoren und deren Teilnetzwerke berechnet und auf biologische Wege hin untersucht. Hierbei wurde das mitochondriale Protein MTHFD2 als ein Schlüsselfaktor für ein Teilnetzwerk des oxPAPC bayesschen Netzes identifiziert. Dieses Teilnetz zeigte eine ähnliche Gensatzanreicherung wie GOC-AA und überlappte mit diesem signifikant.
...
Gallery forests (GFs) are floristically and functionally distinct forests along rivers and watercourses. The GFs of the West African savannas form thin stripes with a particular, species-rich flora differing significantly from the surrounding vegetation. Due to their relative isolation in the savannas and their dependence on rivers, GFs are particularly endangered by the expected global climate changes in the 21st century. Despite their high diversity, little is known about the ecology and biogeography of GFs in West Africa. Especially, their response to climate changes and their vegetation dynamics remain largely unknown. This thesis combines floristic, phylo-geographic and ecological data to investigate the biodiversity, historical and recent biogeography and conservation status of GF species in Burkina Faso (BFA) as a model for West Africa.
The focus of this research was to understand the molecular mechanism that lies behind the insertion of tail-anchored membrane proteins into the ER membrane of yeast cells. State-of-art instruments such as LILBID, and Cryo-EM, combined with the introduction of direct electron detectors, were used to analyze the proteins that capture tail-anchored proteins near the ER membrane and help their releases from a chaperone, an ATPase named Get3. Get3 escorts TA proteins to the ER membrane, where both Get3 and the TA proteins interact sequentially to Get3 membrane bound receptors Get1 and Get2. Get1 and Get2 are homologs of mammalian WRB and CAML.
The native host was used to separately produce Get1, Get2, and the Get2/Get1 single chain constructs. The studies showed that when Get1 is expressed alone, Get1 does not seems to be located in the ER membrane but rather in microbodies like shape organelles (or peroxisome). Interestingly, Get1 seems to be located in the ER membrane when it is linked to Get2 as single chain construct.
The localization study of Get2/Get1 fused to GFP shows from the fluorescence intensity that Get2/Get1.GFP has a tube-like morphology or membrane-enclosed sacs (cisterna), implying that Get2/Get1 is actually targeted to the ER membrane and is likely functional. In other words, Get1 and Get2 stabilize each other in the ER membrane.
The expression of Get2/Get1 was found to be already optimum when expressed as single chain construct because the fluorescence counts did not improve when additives such as DMSO or histidine were added. However, when Get1 and Get2 are expressed separately, additives improve their protein production yield. In 1 liter culture, Get1 yield is increased by about 3 mg and Get2 by 1.8 mg. This can be explained by the space that Get1 and Get2 should occupy within the ER membrane as they must coexist with other membrane components to maintain the homeostasis of the cell. Hence, if there were no gain for single chain construct expression, it meant that Get2/Get1 was already well expressed on its own in ER membrane and has reached its optimum expression without the help of additives. The Get2/Get1 overexpression is more stable, tolerated and less toxic for the cells to express it at a high level.
DDM has proved to be the best detergent from the detergents tested to solubilize Get1, Get2, and Get2/Get1.
Thereafter, Get1, Get2 (data not shown), and Get2/Get1 were successfully purified in DDM micelles.
Furthermore, for the first time using LILBID, the actual study has shown that Get1 and Get2 are predominantly a heterotetramer (2xGet1 and 2xGet2) but higher oligomerization may exist as well.
Get3 binds to Get1 in a biphasic way with a specific strong binding of an affinity of 57 nM and the second of 740 nM nonspecific indicative of heterogeneity within the interaction between Get1 and Get3. This heterogeneity is caused by the presence of different conformation of either protein. However, in order to characterize a high-resolution structure model of a specific target one needs highly homogenous and identical molecules of the target protein or complex in solution. The homogeneity increases the chances of growing crystals during crystallography as the good homogeneity will likely generate a perfect packing of unit cells stack (also known as crystal lattice) in the three-dimensional spaces. The same truth goes for the single particles analysis Cryo-EM, especially for smaller complexes where having less or no conformation alterations of specific targets will enable the researcher to classify the particles in 2D and 3D, therefore improving the signal-to-noise-ratio that will ultimately lead to high-resolution structure determination.
Get1, Get2/Get1 and chimeric variants (tGet2/Get1, T4l.Get2/Get1, T4l.Get2.apocyte.Get1) were crystallized but none of the crystals could diffract due to heterogeneity.
This heterogeneity was not only occurring upon the binding of Get3 to its membrane receptors, but seems to be already present within the receptors themselves through possibly different conformation.
In this Ph.D. thesis, the heterogeneity of purified Get2 and Get1 as complex or individually in detergent is then, so far, the limiting factor for obtaining a high-resolution structure model of Get1 and Get2. As mentioned above, the heterogeneity observed was not due to the quality of the sample preparation but rather to the effect of different conformations that could have been native, or just because of the micelle used, as it was proven by the 3-D heterogeneity classification by Cryo-EM.
In general, crosslinking is one way to keep the integrity of protein complexes, however it appeared not to improve the sample quality when it was analyzed in micelles. Often the integrity of some membrane proteins is affected when they are solubilized and purified in detergents.
Finally, in this study, the structural map of Get2 and Get1 complex linked with chimeric protein T4 lysozyme and apocytochrome C b562RIL gene was obtained at 10 Å. However, this single chain construct has a density map corresponding to heterodimer species (one Get1 and Get2). Therefore, based on those data the tertiary structure of Get2/Get1 in micelle is poorly defined. It could be that the membrane extraction in DDM and the purification destabilizes the structure of the complex.
Characterizing the hologenome of Lasallia pustulata and tracing genomic footprints of lichenization
(2017)
The lichen symbiosis – consisting of fungal mycobionts and photoautotroph photobionts (green algae or cyanobacteria) – is globally successful. It covers an estimated 6% of the global surface with habitats ranging from deserts to the arctic. This success is reflected in the diversity of the mycobionts, with around 21% of all fungal species participating in lichen symbioses that can be facultative or obligate. Lichenization is furthermore evolutionary old, with fossil evidence for lichens reaching back 415 million years. For an individual fungal lineage, the Lecanoromycetes, the lichenization happened around 300 million years ago. This longstanding symbiotic relationship and the diversity of observed symbiotic dependency make them promising models to study the genomic consequences that follow the establishment of symbioses. Despite this, only little is known about the genomic effects of lichenization and extreme symbiotic dependency. To fill this gap we sequenced the hologenome of the lichen Lasallia pustulata, where the mycobiont could so far not been cultivated, suggesting that it might be more dependent on its symbionts.
As the poor culturability of lichen symbionts renders their genomes inaccessible to standard sequencing practices, we evaluated the extent to which different metagenome sequencing- and de novo assembly-strategies can be used to sequence and reconstruct the genomes of the individual symbionts. We find that the abundances of individual genomes present in the L. pustulata hologenome vary substantially, with the mycobiont being most abundant. Using in silico generated data sets and real Illumina sequencing data for L. pustulata we observe that the skewed abundances prevent a contiguous assembly of the underrepresented genomes when using only short-read sequencing. We conclude that short-read sequencing can offer first insights into lichen hologenomes. The fragmentation of the reconstructions hinders downstream analyses into the genomic consequences of lichenization though, as these are focused on identifying the gain and loss of genes.
We thus demonstrate a hybrid genome assembly strategy that is based on both short- and long-read sequencing. We show that this strategy is capable of creating highly contiguous genome reconstructions, not only for the L. pustulata mycobiont but also its photobiont Trebouxia sp., along with substantial amounts of the bacterial microbiome. A subsequent analysis of the microbiome of L. pustulata – performed over nine different samples collected in Germany and Italy – showed a stable taxonomic composition across the geographic range. We find that Acidobacteriaceae, which are known to thrive in nutrient poor habitats, are the dominant taxa. These would make them well adapted for the co-habitation with L. pustulata, which largely grows on rocks. Whether the Acidobacteriaceae are functionally involved in the lichen symbiosis is unclear so far.
As further comparative genomic studies rely on comprehensive genome annotations, we evaluate the completeness and fidelity of the gene annotations for the mycobiont L. pustulata as well as four further Lecanoromycetes. This reveals that un- and mis-annotated genes impact all evaluated genomes, with artificially joined genes and unannotated genes having the largest impact. In addition to these factors we find that the sequence composition – especially G/C-rich inverted repeats – lead to sequencing errors that interfere with the gene prediction. We minimize the effects of these artifacts through a rigorous curation.
Given the extremely sparse taxon sampling of available green alga genomes, we focus our search for the genomic footprints of lichenization on the mycobionts. We compare the genomes of the Lecanoromycetes to their closest relatives, the Eurotiomycetes and Dothideomycetes. This reveals that the last common ancestor of the Lecanoromycetes has lost around 10% of its genes after they split from the non-lichenized ancestor they share with the Eurotiomycetes. These losses are furthermore enriched, showing an excessive loss of genes involved with the degradation of polysaccharides. The loss of these genes fits a change from an ancestral saprotrophic lifestyle that depends on degrading complex plant matter, to the symbiotic lifestyle that relies on simpler nutrients provided by the photobionts. While the last common ancestor of the Lecanoromycetes additionally gained around 400 genes these could so far not be further characterized due to a lack of functionally annotated reference data.
As the mycobiont L. pustulata could so far not been grown in axenic culture, we initially expected to find an extensive genomic remodeling compared to the other mycobionts that easily grow in culture. We do not find evidence for this. Analyzing both the contraction of gene families and the loss of genes, we observe that L. pustulata and Umbilicaria muehlenbergii – its close relative that is easily grown in culture – share most of these. Furthermore, L. pustulata does not show an excessive loss of evolutionary old and well-conserved genes. These effects are mirrored on the functional level, as neither gene family contractions nor gene losses show a functional enrichment. This is partially due to the lack of functional reference data, analogous to the genes gained in the Lecanoromycetes, rendering their characterization hard. Thus, further studies on the genomic consequences of lichenization and differences in symbiotic dependence will have to be conducted, including larger taxon sets. This will be even more important for the photobionts, as the Chlorophyta are even more sparsely sampled today, hindering an effective functional and evolutionary study.
Verschiedene physikalische Effekte erlauben es Licht so zu führen und zu verändern, dass es Einblicke in für Menschen sonst unzugängliche Bereiche gewährt. Eines von insgesamt drei Elementen dieser Dissertationsschrift ist der Aufbau eines Multiphotonen-Mikroskops. Dieses fortschrittliche Werkzeug erweitert das zur Verfügung stehende Instrumentarium um verschiedene Analysemethoden, allen voran die 2-Photonen-Fluoreszenz-Mikroskopie. Durch geringfügige Modifikationen können auch weitere Methoden, wie beispielsweise stimulierte Raman-Streuung realisiert werden.
Insbesondere die 2-Photonen-Fluoreszenz-Mikroskopie war für das zweite Element dieser Dissertationsschrift von großer Bedeutung. In dieser Studie wurde das Bleichverhalten von Spinach bei 2-Photonen-Absorption untersucht, sowohl an frei in Lösung befindlichen als auch auf einem Träger immobilisierten Spinach-Komplexen. Die Ergebnisse zu den frei in Lösung befindlichen Spinach-Komplexen zeigen, dass die Verstärkung der Fluoreszenz von DFHBI grundsätzlich auch im Fall der 2-Photonen-Absorption eintritt. Dabei wurde ein Ausbleichen der 2-Photonen-induzierten Fluoreszenz für frei in Lösung befindliche Spinach-Komplexe erst bei außerordentlich hohen Intensitäten der Anregungsstrahlung beobachtet. Dieser Befund kann zumindest teilweise auf das Eindiffundieren fluoreszenter Spinach-Komplexe in das sehr kleine Fokalvolumen innerhalb der 2-Photonen-Anregung stattfindet zurückgeführt werden. Für immobilisierte Spinach-Komplexe konnte gezeigt werden, dass eine kontinuierliche Bildaufnahme gegenüber einer Bildaufnahme in Intervallen mit jeweils zusätzlichen Dunkelphasen zur Erholung des reversiblen Bleichens der 2-Photonen-induzierten Fluoreszenz, sowie der generelle Verzicht auf spezielle Belichtungsschemata und Methoden der Datenakquise mit keinen besonderen Nachteilen verbunden ist. Abschließend betrachtet erweist sich Spinach bei 2-Photonen-Anregung als ausgesprochen resistent gegenüber einem irreversiblem Ausbleichen des Fluoreszenzsignals.
Als drittes Element dieser Dissertationsschrift wurde die Dynamik von Chrimson, einem Kanalrhodopsin mit rot-verschobener Absorption mittels zeitaufgelöster Spektroskopie im sichtbaren Spektralbereich untersucht. Sowohl die Anregungswellenlänge als auch der pH-Wert bzw. der Protonierungszustand des Gegenions haben einen messbaren Einfluss auf die Primärreaktion. Diese verlangsamt sich, sobald der pH-Wert abgesenkt oder die Anregungswellenlänge rot-verschoben wird. Darüber hinaus führt eine Rot-Verschiebung der Anregungswellenlänge zu einer geringeren Effizienz der Isomerisation des Retinal-Chromophors. Die Primärreaktion von Chrimson entspricht dabei einem Reaktionsmodell mit einer Verzweigung des Reaktionspfades auf der Energiehyperfläche des angeregten Zustandes. Ein Reaktionspfad führt dabei durch ein lokales Minimum, welches in seiner Ausprägung stark von der elektrostatischen Umgebung des Retinal-Chromophors abhängt. Je nach ursprünglichem Protonierungszustand des Gegenions der Retinal-Schiff-Base wurden große Unterschiede hinsichtlich der beobachteten transienten Absorptionsmuster für den im Anschluss von Chrimson durchlaufenen Photozyklus gefunden. Bei pH 6,0 weist der Photozyklus von Chrimson eine insgesamt deutlich schnellere Kinetik auf, als es für den Photozyklus bei pH 9,5 beobachtet wurde. Es ist bemerkenswert, dass in elektrophysiologischen Messungen für beide Photozyklen eine Öffnung des Ionenkanals gefunden wurde. Die Kanalfunktion von Chrimson ist somit grundsätzlich nicht vom Protonierungszustand des Gegenions abhängig, wenngleich die Kinetik des Ionenkanals durchaus davon beeinflusst wird. Dies deutet auf Unterschiede in den Wechselwirkungen zwischen dem Ionenkanal und dem Gegenion der Retinal-Schiff-Base hin.