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Colorectal cancer (CRC) has the third highest incidence and the fourth highest mortality rate worldwide and represents a substantial health care burden and affects the life of millions of people. CRC is a genetic disease caused by the stepwise accumulation of genetic alterations. The initiating event in colorectal carcinogenesis is the aberrant activation of the WNT pathway, but other pathways are also commonly deregulated, including the PI3K/AKT pathway. A number of previous studies using genetically engineered mouse models aimed at dissecting the exact role of PI3K/AKT pathway in CRC, but have yielded in rather conflicting results. Despite the inconsistent results, these studies already put forward the idea that PI3K/AKT signaling in combination with other genetic events might substantially contribute to tumor progression.
Since the PI3K/AKT pathway is frequently activated in CRC, it represents an ideal candidate for therapeutic intervention. Although extensive efforts had led to the development of numerous inhibitors targeting the PI3K/AKT pathway, the diversity of genetic alterations can challenge the identification of the most effective therapeutic targets. Therefore, the discovery of shared tumor-promoting mechanisms downstream of these genetic alterations might unravel new biomarkers and druggable targets. The aim of this study was to elucidate the precise role of PI3K/AKT pathway during the course of colorectal carcinogenesis and to decipher novel pro-tumorigenic molecular mechanisms downstream of PI3K/AKT activation that can be used for therapeutic intervention.
To obtain a better insight into the role of the PI3K/AKT pathway during colorectal carcinogenesis, mice expressing an oncogenic variant of AKT1 (AktE17K) specifically in the intestinal epithelial cells (IEC) were used. At the age of 6 months untreated AktE17K mice showed clearly perturbed intestinal homeostasis, but no tumor formation. To induce colonic tumorigenesis, AktE17K mice were subjected to treatment with the colonic carcinogen azoxymethane (AOM). In response to AOM, AktE17K mice developed invasive but nonmetastatic tumors, which showed strong nuclear accumulation of TP53. To investigate the role of PI3K/AKT signaling specifically in CRC progression, AktE17K mice were crossed to TP53- deficient mice (Tp53ΔIEC). Unlike AktE17K mice, untreated Tp53ΔIECAktE17K, developed highly invasive small intestinal tumors by the age of 6 months. To investigate the role of AKT hyperactivation in colonic tumor progression, Tp53ΔIECAktE17K mice were subjected to AOM treatment. AKT hyperactivation significantly enhanced tumor progression and induced metastatic dissemination.
To get a better insight how AKT signaling can promote tumor progression, whole tumor tissues from AOM-treated Tp53ΔIEC and Tp53ΔIECAktE17K mice were subjected to next generation mRNA sequencing and phospho-proteomic analysis by mass spectrometry. Both analyses indicated that AKT hyperactivation expands the inflammatory tumor microenvironment and upregulates pathways associated with invasion and metastasis. Importantly, Gene Set Enrichment Analysis revealed that AOM-induced colon tumors of Tp53ΔIECAktE17K animals, are highly similar in their gene expression profile to the CMS4 subtype of human CRC, which is associated with worse overall- and relapse-free survival7 . Gene expression analysis also suggested elevated NOTCH signaling in the Tp53ΔIECAktE17K tumors. Interestingly, while the expression of Notch3 mRNA was increased in the tumors of Tp53ΔIECAktE17K mice, the expression of the other NOTCH receptors was unaffected by AKT hyperactivation. In vitro experiments using TP53-deficient mouse tumor organoids with hyperactive AKT signaling confirmed the direct, tumor cell-intrinsic link between AKT activation and increased Notch3 expression. Moreover, inhibition of EZH2 mimicked the effect of AKT hyperactivation on Notch3 expression, suggesting that AKT regulates Notch3 via an epigenetic mechanism.
Knock-down of Notch3 in TP53-deficient mouse tumor organoids with hyperactive AKT signaling resulted in differential regulation of several pathways with potential role in invasion and metastasis and in cell death and survival. Subsequent in vivo experiments confirmed the role of NOTCH3 signaling in CRC progression. Treatment of AOM-induced Tp53ΔIECAkt E17K mice with a NOTCH3 antagonistic antibody or the γ-secretase inhibitor DAPT significantly reduced invasion and metastasis. Importantly, NOTCH3 expression was also found to be associated with human CRC progression, suggesting that NOTCH3 represent a valid target for the treatment of CRC. This work, using genetically engineered mouse models and advanced in vitro techniques, has demonstrated a strong tumor promoting role for PI3K/AKT signaling in CRC progression and has identified NOTCH3 signaling as a potential therapeutic target downstream of the PI3K/AKT pathway.
Colorectal cancer (CRC) has the third highest incidence and the fourth highest mortality rate worldwide and represents a substantial health care burden and affects the life of millions of people. CRC is a genetic disease caused by the stepwise accumulation of genetic alterations. The initiating event in colorectal carcinogenesis is the aberrant activation of the WNT pathway, but other pathways are also commonly deregulated, including the PI3K/AKT pathway. A number of previous studies using genetically engineered mouse models aimed at dissecting the exact role of PI3K/AKT pathway in CRC, but have yielded in rather conflicting results. Despite the inconsistent results, these studies already put forward the idea that PI3K/AKT signaling in combination with other genetic events might substantially contribute to tumor progression. Since the PI3K/AKT pathway is frequently activated in CRC, it represents an ideal candidate for therapeutic intervention. Although extensive efforts had led to the development of numerous inhibitors targeting the PI3K/AKT pathway, the diversity of genetic alterations can challenge the identification of the most effective therapeutic targets. Therefore, the discovery of shared tumor-promoting mechanisms downstream of these genetic alterations might unravel new biomarkers and druggable targets. The aim of this study was to elucidate the precise role of PI3K/AKT pathway during the course of colorectal carcinogenesis and to decipher novel protumorigenic molecular mechanisms downstream of PI3K/AKT activation that can be used for therapeutic intervention.
To obtain a better insight into the role of the PI3K/AKT pathway during colorectal carcinogenesis, mice expressing an oncogenic variant of AKT1 (AktE17K) specifically in the intestinal epithelial cells (IEC) were used. At the age of 6 months untreated AktE17K mice showed clearly perturbed intestinal homeostasis, but no tumor formation. To induce colonic tumorigenesis, AktE17K mice were subjected to treatment with the colonic carcinogen azoxymethane (AOM). In response to AOM, AktE17K mice developed invasive but non-metastatic tumors, which showed strong nuclear accumulation of TP53. To investigate the role of PI3K/AKT signaling specifically in CRC progression, AktE17K mice were crossed to TP53-deficient mice (Tp53ΔIEC). Unlike AktE17K mice, untreated Tp53ΔIEC; AktE17K, developed highly invasive small
intestinal tumors by the age of 6 months. To investigate the role of AKT hyperactivation in colonic tumor progression, Tp53ΔIEC; AktE17K mice were subjected to AOM treatment. AKT hyperactivation significantly enhanced tumor progression and induced metastatic dissemination.
To get a better insight how AKT signaling can promote tumor progression, whole tumor tissues from AOM-treated Tp53ΔIEC and Tp53ΔIEC; AktE17K mice were subjected to next generation mRNA sequencing and phospho-proteomic analysis by mass spectrometry. Both analyses indicated that AKT hyperactivation expands the inflammatory tumor microenvironment and upregulates pathways associated with invasion and metastasis. Importantly, Gene Set Enrichment Analysis revealed that AOM-induced colon tumors of Tp53ΔIEC; AktE17K animals, are highly similar in their gene expression profile to the CMS4 subtype of human CRC, which is associated with worse overall- and relapse-free survival. Gene expression analysis also suggested elevated NOTCH signaling in the Tp53ΔIEC; AktE17K tumors. Interestingly, while the expression of Notch3 mRNA was increased in the tumors of Tp53ΔIEC; AktE17K mice, the expression of the other NOTCH receptors was unaffected by AKT hyperactivation. In vitro experiments using TP53-deficient mouse tumor organoids with hyperactive AKT signaling confirmed the direct, tumor cell-intrinsic link between AKT activation and increased Notch3 expression. Moreover, inhibition of EZH2 mimicked the effect of AKT hyperactivation on Notch3 expression, suggesting that AKT regulates Notch3 via an epigenetic mechanism.
Knock-down of Notch3 in TP53-deficient mouse tumor organoids with hyperactive AKT signaling resulted in differential regulation of several pathways with potential role in invasion and metastasis and in cell death and survival. Subsequent in vivo experiments confirmed the role of NOTCH3 signaling in CRC progression. Treatment of AOM-induced Tp53ΔIEC; AktE17K mice with a NOTCH3 antagonistic antibody or the γ-secretase inhibitor DAPT significantly reduced invasion and metastasis. Importantly, NOTCH3 expression was also found to be associated with human CRC progression, suggesting that NOTCH3 represent a valid target for the treatment of CRC. This work, using genetically engineered mouse models and advanced in vitro techniques, has demonstrated a strong tumor promoting role for PI3K/AKT signaling in CRC progression and has identified NOTCH3 signaling as a potential therapeutic target downstream of the PI3K/AKT pathway.
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.
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.
The fruit fly Drosophila melanogaster is one of the most important biological model organisms, but only the comparative approach with closely related species provides insights into the evolutionary diversification of insects. Of particular interest is the live imaging of fluorophores in developing embryos. It provides data for the analysis and comparison of the threedimensional morphogenesis as a function of time. However, for all species apart from Drosophila, for example the red flour beetle Tribolium castaneum, essentially no established standard operation procedures are available and the pool of data and resources is sparse. The goal of my PhD project was to address these limitations. I was able to accomplish the following milestones:
- Development of the hemisphere and cobweb mounting methods for the non-invasive imaging of Tribolium embryos in light sheet-based fluorescence microscopes and characterization of most crucial embryogenetic events.
- Comprehensive documentation of methods as protocols that describe (i) beetle rearing in the laboratory, (ii) preparation of embryos, (ii) calibration of light sheet-based fluorescence microscopes, (iv) recording over several days, (v) embryo retrieval as a quality control as well as (vi) data processing.
- Adaption of the methods to record and analyze embryonic morphogenesis of the Mediterranean fruit fly Ceratitis capitata and the two-spotted cricket Gryllus bimaculatus as well as integration of the data into an evolutionary context.
- Further development of the hemisphere method to allow the bead-based / landmark-based registration and fusion of three-dimensional images acquired along multiple directions to compensate the shadowing effect.
- Development of the BugCube, a web-based computer program that allows to share image data, which was recorded by using light sheet-based fluorescence microscopy, with colleagues.
- Invention and experimental proof-of-principle of the (i) AGameOfClones vector concept that creates homozygous transgenic insect lines systematically. Additionally, partial proof-of-principle of the (ii) AClashOfStrings vector concept that creates double homozygous transgenic insect lines systematically, as well as preliminary evaluation of the (iii) AStormOfRecords vector concept that creates triple homozygous transgenic insect lines systematically.
- Creation and performance screening of more than fifty transgenic Tribolium lines for the long-term imaging of embryogenesis in fluorescence microscopes, including the first Lifeact and histone subunit-based lines.
My primary results contribute significantly to the advanced fluorescence imaging approaches of insect species beyond Drosophila. The image data can be used to compare different strategies of embryonic morphogenesis and thus to interpret the respective phylogenetic context. My technological developments extend the methodological arsenal for insect model organisms considerably.
Within my perspective, I emphasize the importance of non-invasive long-term fluorescence live imaging to establish speciesspecific morphogenetic standards, discuss the feasibly of a morphologic ontology on the cellular level, suggest the ‘nested linearly decreasing phylogenetic relationship’ approach for evolutionary developmental biology, propose the live imaging of species hybrids to investigate speciation and finally outline how light sheet-based fluorescence microscopy contributes to the transition from on-demand to systematic data acquisition in developmental biology.
During my PhD project, I wrote a total of ten manuscripts, six of which were already published in peer-reviewed scientific journals. Additionally, I supervised four Master and two Bachelor projects whose scientific questions were inspired by the topic of my PhD work.
Introduction:
The evolutionary patterns of symbiotic organisms are inferred using cophylogenetic methods. Congruent phylogenies indicate cospeciation or host-switches to closely-related hosts, whereas incongruent topologies indicate independent speciation. Recent studies suggest that coordinated speciation is a rare event, and may not occur even in the highly specialized associations. The cospeciation hypothesis was mainly tested for free-living mutualistic associations, such as plant-pollinator interactions, and host-parasitic systems but was rarely tested on obligate, mutualistic associations involving intimate physiological interactions. Symbionts with lower partner selectivity may not experience coordinated speciation due to frequent switching of partners. On the other hand, symbionts with high partner selectivity may influence each other’s evolution owing to the highly interdependent lifestyles. Symbiont association patterns are also influenced by habitat and it has been proposed that symbiotic interactions are stronger in warm regions as compared to cooler regions (also referred as latitudinal gradient of biotic specialization). This hypothesis however, has recently been challenged and it has been suggested that a gradient of biotic specialization may not exist at all. Reliable species concepts are a prerequisite for understanding the association and evolutionary patterns of symbiotic organisms. The species concepts of many groups traditionally relied on the morphological species concept, which may not be adequate for distinguishing species due to the: i) homoplasious nature of morphological characters, an due to the inability to distinguish cryptic species. Thus phylogenetic species concept along with coalescent-based species delimitation approaches, which utilize molecular data for inferring species boundaries have been used widely for resolving taxonomic relationships. Lichens are obligatory symbiotic associations consisting of a fungal partner (mycobiont) and one or more photosynthetic partners, algae, and/or cyanobacteria (photobionts). I used the lichen forming fungal genus Protoparmelia as my study system, which consists of ~25-30 previously described species inhabiting different habitats, from the arctic to the tropics. This makes Protoparmelia an ideal system to explore the association and evolutionary patterns across different macrohabitats.
Objectives:
The objectives of this thesis were to 1. Elucidate the phylogenetic position of Protoparmelia within Lecanorales, and infer the monophyly of Protoparmelia; 2. Understand species diversity within Protoparmelia s.str. using coalescent-based species delimitation approaches; and 3. To identify the Trebouxia species associated with Protoparmelia using phylogenetic and species delimitation approaches and to infer the association and cophylogenetic patterns Protoparmelia and Trebouxia in different macrohabitats.
Results and discussion:
Chapter 1: Taxonomic position of Protoparmelia
In the first part of this study I explored the taxonomic position of Protoparmelia within the order Lecanorales. Overall this study included 54 taxa from four families, sequenced at five loci (178 sequences). I found Protoparmelia to be polyphyletic and sister to Parmeliaceae.
Chapter 2: Multilocus phylogeny and species delimitation of Protoparmelia spp.
In this part of the study, I identified and delimited the Protoparmelia species forming a monophyletic clade sister to Parmeliaceae i.e., Protoparmelia sensu stricto group, based on the multilocus phylogeny and coalescent-based species delimitation approaches. I included 18 previously described and three unidentified Protoparmelia species, which represents ~70% of the total described species, and 73 other taxa, sequenced at six loci. I found that the sensu stricto group comprised of 25 supported clades instead of 12 previously described Protoparmelia species. I tested the speciation probabilities of these 25 clades using species delimitation softwares BP&P and spedeSTEM. I found nine previously unrecognized lineages in Protoparmelia and I propose the presence of at least 23 species for Protoparmelia s.str., in contrast to the 12 described species included in the study.
Chapter 3: Association and cophylogenetic patterns of Protoparmelia and its symbiotic partner Trebouxia
...
Die Psoriasis vulgaris (PsV) ist eine immunvermittelte entzündliche Erkrankung der Haut mit einer Prävalenzrate von 2-3 %, sodass etwa zwei Millionen Menschen in Deutschland an dieser erkrankt sind. Charakteristisch für die PsV sind veränderte Hautareale (Plaques), die im Rahmen der der entzündungsbedingten Durchblutungssteigerung gerötet erscheinen und eine silbrig-weiße Schuppung als Resultat einer vermehrten Abschilferung abgestorbener Keratinozyten aus der hyperproliferativen Epidermis aufweisen.
In dieser Arbeit wurde die Bedeutung des proinflammatorischen Zytokins granulocyte-macrophage colony-stimulating factor (GM-CSF) in der Pathogenese einer modellhaften Experimentalerkrankung der PsV untersucht. GM-CSF wird unter anderem von Interleukin (IL-) 17 produzierenden T-Helferzellen (Th17-Zellen) sezerniert, deren pathogenetische Bedeutung für die PsV gut etabliert ist. Die pathogene Wirkung von GM-CSF als Effektorzytokin konnte bereits in Tiermodellen anderer Th17-vermittelter Autoimmunerkrankungen wie der multiplen Sklerose und der rheumatoiden Arthritis (RA) gezeigt und die therapeutische Wirkung von GM-CSF-neutralisierenden Antikörpern in klinischen Studien an RA-Patienten demonstriert werden.
Das in dieser Arbeit angewendete murine Krankheitsmodell der Imiquimod (IMQ-) induzierten psoriasiformen Dermatitis wird durch die topische Anwendung des Medikaments Aldara®, dessen Wirkstoff IMQ ist, ausgelöst und führt zu einer Entzündung der Haut, die in vielen Aspekten dem humanen Krankheitsbild einer PsV ähnelt. Die pathogenetische Bedeutung von GM-CSF für die IMQ-induzierte psoriasiforme Dermatitis wurde über zwei unterschiedliche experimentelle Ansätze untersucht. So wurde GM-CSF in C57Bl/6J Mäusen mittels eines spezifischen, rekombinanten murinen Antikörpers in der Induktionsphase des Krankheitsmodells neutralisiert und zeitgleich der modifizierte Psoriasis Area Severity Index (PASI-)Score als Parameter des Schweregrades der klinischen Manifestationen ermittelt. Des Weiteren wurde am Versuchsende die Infiltration von Immunzellen in das entzündete Gewebeareal untersucht. Diese Ergebnisse wurden mit den Daten einer Behandlungsgruppe, nach Applikation eines IgG-Isotyp identischen Kontrollantikörpers verglichen. Dabei zeigte die Neutralisierung des Zytokins einen therapeutischen Effekt, der in einem signifikant niedrigeren PASI-Score, einer verringerten Tnfa mRNA Expression und einer reduzierten Infiltration mit neutrophilen Granulozyten resultierte.
Parallel zu diesen Versuchen wurde die Modellerkrankung auch in einer GM-CSF-defizienten C57Bl/6J Mauslinien (GM-CSF-/-) studiert. Die funktionelle Inaktivität des GM-CSF-kodierenden Csf2 Gens wurde 1994 durch gezielte genetische Manipulation etabliert. Unter den experimentellen Bedingungen war der Schweregrad der IMQ-induzierten psoriasiformen Dermatitis in GM-CSF-/- Mäusen nicht signifikant different von dem der wildtypischen (Wt) Mäuse und zeigte somit im Gegensatz zu den Ergebnissen aus den Versuchsreihen der Antikörper vermittelten Zytokinneutralisierung keinen offensichtlichen Hinweis auf eine GM-CSF-Abhängigkeit. In den GM-CSF-defizienten Tieren war jedoch nach IMQ-Induktion eine signifikant höhere Il6 und Il22 mRNA Expression am Entzündungsort im Vergleich zu den Wt Mäusen auffällig. Aufgrund dieser Ergebnisse wurde der Phänotyp der GM-CSF-defizienten Mäuse genauer untersucht und eine vermehrte Anzahl plasmazytoider dendritischen Zellen (pDCs) in Milz und Lymphknoten nachgewiesen. Diese Zellen werden im Rahmen ihrer Differenzierung aus Vorläuferzellen durch GM-CSF suppressiv reguliert und sind sowohl in die Entwicklung der PsV im Menschen als auch die Pathogenese der IMQ-induzierten psoriasiformen Dermatitis involviert. Aufgrund des in den sekundären lymphatischen Organen GM-CSF-defizienter Mäuse expandierten pDC-Kompartiments wurde die Beteiligung dieser Zellen in der Initiationsphase des Modells analysiert. Im Vergleich mit GM-CSF-suffizienten C57Bl/6J Mäusen weisen die Tiere der GM-CSF-defizienten Mauslinie zu diesen Zeitpunkten eine verstärkte Infiltration von pDCs in die Haut auf. Für pDCs ist bekannt, dass sie über die Produktion von IL-6 und TNF die Effektorzelldifferenzierung aktivierter, naiver T-Lymphozyten in Richtung Th22-Zellen polarisieren können. Dieser Mechanismus liefert ein hypothetisches Konzept, das die Ergebnisse zur gesteigerten IL-6-Produktion und Differenzierung IL-22-produzierender T-Zellen in IMQ-behandelten GM-CSF-/- Mäusen im Kontext der nachweisbaren Expansion von pDCs, erklären könnte. Dieser in den GM-CSF-/- Mäusen nachweisbare alternative Pathogenesemechanismus, ist offenbar geeignet die proinflammatorische Wirkung des genetisch fehlenden Zytokins zu kompensieren, aber hinsichtlich seiner Etablierung über ein verändertes pDC-Kompartiment von Dauer und Ausmaß der GM-CSF-Defizienz abhängig. So erklärt sich, warum die zeitlich limitierte Antikörper vermittelte GM-CSF-Neutralisierung in GM-CSF-suffizienten-Mäusen zu keiner pDC-Expansion und Steigerung von IL-6 und IL-22 Expression nach IMQ-Induktion führt.
Die GM-CSF-Neutralisierung durch einen rekombinanten murinen Antikörper reduziert deutlich die Krankheitsschwere der IMQ-induzierten psoriasiformen Dermatitis und belegt damit das therapeutische Potenzial dieses Therapieansatzes für die Humanerkrankung der PsV. Die unter angeborener GM-CSF-Defizienz in den Studien darüber hinaus aufgedeckten Veränderungen des pDC-Kompartiments sind von potenzieller Relevanz für zukünftige therapeutische Anwendungen dieses Prinzips, da unter einer dauerhaften GM-CSF-Neutralisierung mit therapeutischen Antikörpern ein Monitoring dieser Zellpopulation empfehlenswert erscheint z.B. über veränderte Interferonsignaturen durch pDCs, um mögliche Wirkverluste, aber auch unerwünschte Effekte zu erkennen.
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.
Molluscs are the second most species-rich phylum in the animal kingdom, yet only 11 genomes of this group have been published so far. Here, we present the draft genome sequence of the pulmonate freshwater snail Radix auricularia. Six whole genome shotgun libraries with different layouts were sequenced. The resulting assembly comprises 4,823 scaffolds with a cumulative length of 910 Mb and an overall read coverage of 72×. The assembly contains 94.6% of a metazoan core gene collection, indicating an almost complete coverage of the coding fraction. The discrepancy of ∼690 Mb compared with the estimated genome size of R. auricularia (1.6 Gb) results from a high repeat content of 70% mainly comprising DNA transposons. The annotation of 17,338 protein coding genes was supported by the use of publicly available transcriptome data. This draft will serve as starting point for further genomic and population genetic research in this scientifically important phylum.
In der vorliegenden dreiteiligen Studie werden Mongolische Wüstenrennmäuse untersucht, deren Hörspektren im tieffrequenten Bereich und deren Unterscheidungsfähigkeiten von Kommunikationsrufen denen des Menschen ähneln. Die extrazelluläre Aktivität im primären auditorischen Kortex (AI) der narkotisierten Versuchstiere, evoziert durch Reintöne und arteigene Kommunikationsrufe, wird in der linken (LH) und rechten Gehirnhemisphäre (RH) aufgenommen. Es werden Multikanalelektroden (16 Eingangskanäle) verwendet, welche eine simultane Aufnahme der neuronalen Aktivitäten aller kortikalen Schichten ermöglichen. Zur Analyse der neuronalen Mechanismen werden Wellenformen einzelner Elektrodenkanäle und Aktivitätsprofile, bestehend aus den Wellenformen aller Elektrodenkanäle in einem Zeitfenster von 600 ms, auf Ebene von Aktionspotentialen (MUA), lokalen Feldpotentialen (LFP) und Current-source-density (CSD) Analysen, untersucht. Während MUAs die neuronalen Aktionspotentiale im Nahfeld der Elektrode reflektieren, umfassen die LFPs die summierten Potentiale (inhibitorisch und exzitatorisch) von Neuronen eines größeren Areals. Die CSDs hingegen werden durch die Integration von LFP-Wellenformen benachbarter, linear angeordneter Elektrodenkanäle berechnet und ermöglichen so eine Lokalisation der Ursprünge geräuschspezifischer Aktivitätsflüsse.
Im ersten Teilprojekt werden CSD-Profile in Antwort auf unterschiedliche Reintöne untersucht, um die Aktivitätskomponenten, die so genannten Sinks, für weiterführende Analysen zu quantifizieren. Es können zwei primäre (s1 und s2), drei mittlere (s3-s5) und vier späte (s6-s9) Sinks in einem Zeitfenster von 600 ms definiert werden. Eine Veränderung der Stimulusfrequenz eine Oktave über und unter der charakteristischen Frequenz (CF), beziehungsweise des Lautstärkepegels = 24 dB über der minimalen Schwelle, führt zu qualitativen Veränderungen in der CSD-Profilstruktur. Die Sink s7 wird durch Stimuli mit niedrigem Lautstärkepegel weniger verlässlich evoziert, wohingegen die Sink s9 bei Stimuli eine Oktave über der CF verlässlicher evoziert wird. Die Ergebnisse weisen darauf hin, dass im AI die spektralen Informationen eine Oktave über und unter der CF asymmetrisch integriert werden.
Auf Einzelschichtebene konnte bereits gezeigt werden, dass spektrotemporale Eigenschaften von Stimuli durch MUAs schlechter reflektiert wurden als durch LFPs, was vermutlich eine direkte Konsequenz der unterschiedlichen Ursprünge der Signaltypen ist. Daher werden im zweiten Teilprojekt die spezifischen Unterschiede der MUA-, LFP- und CSD-Antworten auf Ebene kortikaler Schichten und kompletter laminarer Profile untersucht, um die Unterschiede und den Informationsgehalt der drei Signaltypen zu charakterisieren. Signifikante Unterschiede, welche durch zwei Reintöne und sieben Kommunikationssignale evoziert werden, können verstärkt im mittleren und späten Latenzbereich und in granulären und infragranulären Schichten vorgefunden werden. Der Grad der Rufspezifizität ist in LFP und CSD-Antworten im Vergleich zu demjenigen in MUA-Antworten größer. Die Segregationsleistung ist im Vergleich zu einzelnen kortikalen Schichten in den von kortikalen Kolumnen abgeleiteten laminaren Profilen um den Faktor 1,8-2,6 erhöht. Die Neuronenpopulationen einzelner kortikaler Kolumnen sind vermutlich wichtig für die Kodierung von Geräuschen, welche sich in ihren spektrotemporalen Eigenschaften unterscheiden.
Viele vorangegangene Studien konnten zeigen, dass die Gehirnhemisphären akustische Signale asymmetrisch verarbeiten. Daher werden im dritten Hauptteil die laminaren Profile der LH und RH quantitativ und statistisch verglichen. Die MUA-, CSD-Profile und im geringeren Maße auch die LFP-Profile zeigen systematische Unterschiede auf signifikantem Niveau in der Dauer, Onset Latenz und vertikalen Ausdehnung bestimmter Aktivitäten. Kommunikationsrufe evozieren in der LH, welche beim Menschen auf Sprachstimuli spezialisiert ist, im Vergleich zur RH komplexere CSD-Profile. Die neuronale MUA-, LFP- und CSD-Aktivitätsstärke ist in der RH für weniger komplexe Stimuli teilweise signifikant erhöht. Die Asymmetrie in der Auftrittsverlässlichkeit der Sink s6 lässt vermuten, dass sich die intrakolumnäre Vernetzung in Schicht VIa zwischen der LH und RH unterscheidet. Die wenigen, signifikanten und nicht systematischen Unterschiede zwischen den Sink-Parametern der LH und RH nach kortikaler Ausschaltung mit dem GABAA-Rezeptor Agonist Muscimol weisen darauf hin, dass die Hemisphärenasymmetrie durch Prozesse des ipsilateralen Kortex maßgeblich beeinflusst wird.