Refine
Has Fulltext
- yes (40)
Is part of the Bibliography
- yes (40)
Year of publication
- 2016 (40) (remove)
Document Type
- Doctoral Thesis (39)
- Journal article (1)
Language
- English (29)
- German (10)
- Multiple languages (1)
Keywords
- Taufliege (3)
- EEG (2)
- Electroencephalographie (2)
- Kutikula (2)
- Posttranskriptionelle Regulation (2)
- Tagesrhythmus (2)
- Tissue Engineering (2)
- in vitro (2)
- virtuelle Realität (2)
- ADHS (1)
Institute
- Graduate School of Life Sciences (40) (remove)
Sonstige beteiligte Institutionen
Comparative transcriptomics and post-transcriptional regulation in \(Campylobacter\) \(jejuni\)
(2016)
The transcriptome is defined as the set of all RNA molecules transcribed in a cell. These include protein-coding messenger RNAs (mRNAs) as well as non-coding RNAs, such as ribosomal RNAs (rRNAs), transfer RNAs (tRNAs), and small non-coding RNAs (sRNAs). sRNAs are known to play an important role in regulating gene expression and virulence in pathogens. In this thesis, the transcriptome of the food-borne pathogen Campylobacter jejuni was characterized at single nucleotide resolution by use of next-generation sequencing approaches. The first genome of a C. jejuni strain was published in the year 2000. However, its transcriptome remained uncharacterized at large.
C. jejuni can survive in a variety of ecological niches and hosts. However, how strain-specific transcriptional changes contribute to such adaptation is not known. In this study, the global transcriptome maps of four closely related C. jejuni strains were defined using a differential RNA-seq (dRNA-seq) approach. This analysis also included a novel automated method to annotate the transcriptional start sites (TSS) at a genome-wide scale. Next, the transcriptomes of four strains were simultaneously mapped and compared by the use of a common coordinate system derived from whole-genome alignment, termed as SuperGenome. This approach helped to refine the promoter maps by comparison of TSS within strains. Most of the TSS were found to be conserved among all four strains, but some single-nucleotide-polymorphisms (SNPs) around promoter regions led to strain-specific transcriptional output. Most of these SNPs altered transcription only slightly, but some others led to a complete abrogation of transcription leading to differential molecular phenotypes. These in turn might help the strains to adapt to their specific host or microniche. The transcriptome also unveiled a plethora of sRNAs, some of which were conserved among the four strains while others were strain specific. Furthermore, a Cas9-dependent minimal type-II CRISPR-Cas system with only three Cas genes and multiple promoters to drive the transcription of the CRISPR locus was also characterized in C. jejuni using the dRNA-seq dataset.
Apart from sRNAs, the role of global RNA binding proteins (RBPs) is also unclear in C. jejuni. Aided by the global transcriptome data, the role of RBPs in post-transcriptional regulation of C. jejuni was studied at a global scale. Two of the most widely studied RNA binding proteins in bacteria are Hfq and CsrA. The RNA interactome of the translational regulator CsrA was defined using another global deep-sequencing technique that combines co-immunoprecipitation (coIP) with RNA sequencing (RIP-seq). Using this interactome dataset, the direct targets of this widespread global post-transcriptional regulator were defined, revealing a significant enrichment for mRNAs encoding genes involved in flagella biosynthesis. Unlike Gammaproteobacteria, where sRNAs such as CsrB/C, antagonize CsrA activity, no sRNAs were enriched in the CsrA-coIP in C. jejuni, indicating absence of any sRNA antagonists and novel modes of CsrA activity regulation. Instead, the CsrA regulatory pathway revealed flaA mRNA, encoding the major flagellin, as a dual-function mRNA. flaA mRNA was the main target of CsrA but it also served to antagonize CsrA activity along with the protein antagonist FliW previously identified in the Gram-positive bacterium Bacillus subtilis. Furthermore, this regulatory mRNA was also shown in this thesis to localize to the poles of elongating C. jejuni cells in a translation-dependent manner. It was also shown that this localization is dependent on the CsrA-FliW regulon, which controls the translation of flaA mRNA. The role and mechanism of flaA mRNA localization or mRNA localization in general is not yet clear in bacteria when compared to their eukaryotic counterparts.
Overall, this study provides first insights into riboregulation of the bacterial pathogen C. jejuni. The work presented in this thesis unveils several novel modes of riboregulation in C. jejuni, which could be applicable more generally. Moreover, this study also lays out several unsolved intriguing questions, which may pave the way for interesting studies to come.
Functional and genetic dissection of mechanosensory organs of \(Drosophila\) \(melanogaster\)
(2016)
In Drosophila larvae and adults, chordotonal organs (chos) are highly versatile mechanosensors
that are essential for proprioception, touch sensation and hearing. Chos share molecular,
anatomical and functional properties with the inner ear hair cells of mammals. These multiple
similarities make chos powerful models for the molecular study of mechanosensation.
In the present study, I have developed a preparation to directly record from the sensory neurons
of larval chos (from the lateral chos or lch5) and managed to correlate defined mechanical inputs
with the corresponding electrical outputs. The findings of this setup are described in several case
studies.
(1) The basal functional lch5 parameters, including the time course of response during continuous
mechanical stimulation and the recovery time between successive bouts of stimulation, was
characterized.
(2) The calcium-independent receptor of α-latrotoxin (dCIRL/Latrophilin), an Adhesion class G
protein-coupled receptor (aGPCR), is identified as a modulator of the mechanical signals
perceived by lch5 neurons. The results indicate that dCIRL/Latrophilin is required for the
perception of external and internal mechanical stimuli and shapes the sensitivity of neuronal
mechanosensation.
(3) By combining this setup with optogenetics, I have confirmed that dCIRL modulates lch5
neuronal activity at the level of their receptor current (sensory encoding) rather than their ability
to generate action potentials.
(4) dCIRL´s structural properties (e.g. ectodomain length) are essential for the mechanosensitive
properties of chordotonal neurons.
(5) The versatility of chos also provides an opportunity to study multimodalities at multiple levels.
In this context, I performed an experiment to directly record neuronal activities at different
temperatures. The results show that both spontaneous and mechanically evoked activity increase
in proportion to temperature, suggesting that dCIRL is not required for thermosensation in chos.
These findings, from the development of an assay of sound/vibration sensation, to neuronal
signal processing, to molecular aspects of mechanosensory transduction, have provided the first
insights into the mechanosensitivity of dCIRL.
In addition to the functional screening of peripheral sensory neurons, another
electrophysiological approach was applied in the central nervous system: dCIRL may impact the
excitability of the motor neurons in the ventral nerve cord (VNC). In the second part of my work,
whole-cell patch clamp recordings of motor neuron somata demonstrated that action potential
firing in the dCirl\(^K\)\(^O\) did not differ from control samples, indicating comparable membrane
excitability.
microRNAs in chronic pain
(2016)
Chronic pain is a common problem in clinical practice, not well understood clinically, and frequently tough to satisfactorily diagnose. Because the pathophysiology is so complex, finding effective treatments for people with chronic pain has been overall less than successful and typically reduced to an unsatisfactory trial-and-error process, all of which translates into a significant burden to society. Knowledge of the mechanisms underlying the development of chronic pain, and moreover why some patients experience pain and others not, may aid in developing specific treatment regimens. Although nerve injuries are major contributors to pain chronification, they cannot explain the entire phenomenon. Considerable research has underscored the importance of the immune system for the development and maintenance of chronic pain, albeit the exact factors regulating inflammatory reactions remain unclear. Understanding the putative molecular and cellular regulator switches of inflammatory reactions will open novel opportunities for immune modulatory analgesics with putatively higher specificity and less adverse effects. It has become clear that small, non- coding RNA molecules known as microRNAs are in fact potent regulators of many thousands of genes and possibly cross-communicate between cellular pathways in multiple systems acting as so-called “master-switches”. Aberrant expression of miRNAs is now implicated in numerous disorders, including nerve injuries as well as in inflammatory processes. Moreover, compelling evidence supports the idea that miRNAs also regulate pain, and in analogy to the oncology field aid in the differential diagnosis of disease subtypes. In fact, first reports describing characteristic miRNA expression profiles in blood or cerebrospinal fluid of patients with distinct pain conditions are starting to emerge, however evidence linking specific miRNA expression profiles to specific pain disorders is still insufficient. The present thesis aimed at first, identifying specific miRNA signatures in two distinct chronic pain conditions, namely peripheral neuropathies of different etiologies and fibromyalgia syndrome. Second, it aimed at identifying miRNA profiles to better understand potential factors that differentiate painful from painless neuropathies and third, study the mechanistic role of miRNAs in the pathophysiology of pain, to pave the way for new druggable targets.
Three studies were conducted in order to identify miRNA expression signatures that are characteristic for the given chronic pain disorder. The first study measured expression of miR-21, miR-146a and miR-155 in white blood cells, skin and nerve biopsies of patients with peripheral neuropathies. It shows that peripheral neuropathies of different etiologies are associated with increased peripheral miR-21 and miR-146a, but decreased miR-155 expression. More importantly, it was shown that painful neuropathies have increased sural nerve miR-21 and miR-155 expression, but reduced miR-146a and miR-155 expression in distal skin of painful neuropathies. These results point towards the potential use of miRNAs profiles to stratify painful neuropathies. The seconds study extends these findings and first analyzed the role of miR-132-3p in patients and subsequently in an animal model of neuropathic pain. Interestingly, miR-132-3p was upregulated in white blood cells and sural nerve biopsies of patients with painful neuropathies and in animals after spared nerve injury. Pharmacologically modulating the expression of miR-132-3p dose-dependently reversed pain behavior and pain aversion, indicating the pro-nociceptive effect of miR-132-3p in chronic pain. This study thus demonstrates the potential analgesic impact by modulating miRNA expression. Fibromyalgia is associated with chronic widespread pain and, at least in a subgroup, impairment in small nerve fiber morphology and function. Interestingly, the disease probably comprises subgroups with different underlying pathomechanisms. In accordance with this notion, the third study shows that fibromyalgia is associated with both aberrant white blood cell and cutaneous miRNA expression. Being the first of its kind, this study identified miR-let-7d and its downstream target IGF-1R as potential culprit for impaired small nerve fiber homeostasis in a subset of patients with decreased intra-epidermal nerve fiber density. The work presented in this thesis is a substantial contribution towards the goal of better characterizing chronic pain based on miRNA expression signatures and thus pave the way for new druggable targets.
Das Schädel-Hirn-Trauma (SHT) entsteht durch äußere Gewalteinwirkung auf den Kopf und verursacht mechanisch eine Schädigung des Hirngewebes. Zusätzlich tragen sekundäre Pathomechanismen, wie Entzündungsprozesse und die Schädigung der Blut-Hirn-Schranke (BHS), dazu bei, dass sich das initial geschädigte Läsionsareal im Laufe der Zeit vergrößert. Vor allem bei jungen Erwachsenen ist das SHT eine der häufigsten Ursachen für bleibende Behinderungen und Todesfälle. Aufgrund der schweren Auswirkungen des SHT und der bislang fehlenden Therapieoptionen ist die Identifizierung neuer Zielstrukturen für eine kausale Therapie von größter Bedeutung. Ausgehend von tierexperimentellen Studien ist das Kallikrein-Kinin-System (KKS) ein besonders erfolgversprechender Angriffspunkt zur Behandlung des SHT. Die Aktivierung des KKS über den Gerinnungsfaktor XII (FXII) und die darauf folgende Bildung von Bradykinin sind mit dem Entstehen von Hirnödemen und Entzündungsreaktionen assoziiert. Vorangegangene Studien haben weiterhin die Frage aufgeworfen, ob und in welchem Maße thrombotische Prozesse einen Einfluss auf die Pathophysiologie und die sekundären Hirnschädigungen nach SHT haben. Da FXII sowohl das KKS als auch die intrinsische plasmatische Gerinnungskaskade initiiert und somit zur Fibrinbildung beiträgt, stand FXII im Mittelpunkt der Untersuchungen dieser Dissertation. Die vorliegende Arbeit beschäftigt sich mit den Fragen, (I) inwiefern FXII eine Rolle bei der sekundären Hirnschädigung nach Trauma spielt und (II) ob thrombotische Prozesse ein pathophysiologisches Merkmal nach Trauma darstellen. In zwei unterschiedlichen Trauma-Modellen wurden FXII-defiziente Tiere und mit einem spezifischen Inhibitor des aktivierten FXII (FXIIa) behandelte Tiere gegen Kontrolltiere nach SHT verglichen. Die Analyse der funktionellen Ausfallerscheinungen und des Ausmaßes an neuronaler Degeneration zeigte, dass FXII-Defizienz und FXIIa-Inhibition vor den Auswirkungen eines SHT schützen. Als zugrundeliegende Mechanismen wurden die Reduktion von thrombotisch verschlossenen Gefäßen in der Mikrovaskulatur des Gehirns sowie der Schutz vor BHS-Störungen und verringerte inflammatorische Prozesse identifiziert. Weiterhin wurde festgestellt, dass eine Blockade der intrinsischen Gerinnungskaskade über FXII keine intrazerebralen Blutungen auslöst. In Gewebeproben von Patienten mit SHT wurde gezeigt, dass Thrombozytenaggregate auch im klinischen Verlauf auftreten und sich somit die tierexperimentellen Befunde auf die humane Situation übertragen lassen. Insgesamt tragen die Ergebnisse dazu bei, die komplexen und vielfältigen Pathomechanismen nach SHT besser zu verstehen und vor allem die Relevanz thrombo-inflammatorischer Prozesse nach SHT aufzuzeigen. Die gezielte Blockade des FXII(a) könnte als therapeutisches Prinzip zur Abschwächung der Sekundärschaden nach SHT geeignet sein.
LASP1 reguliert die Genexpression und Sekretion von Matrix-Metalloproteasen in Brustkrebszellen
(2016)
Migration und Tumorzellinvasion erfordern die vorhergehende Degradation der umliegenden Extrazellulärmartrix (EZM). Dieser Umbauprozess erfolgt primär durch proteolytische Endopeptidasen, sog. Matrix-Metalloproteasen (MMPs). Damit diese ihre funktionelle Aktivität ausüben können, müssen sie zunächst rekrutiert und mit Hilfe podosomaler bzw. invadopodialer Strukturen in die EZM sezerniert werden.
Das LIM und SH3 Domänen Protein 1 (LASP1), ein neu in Podosomen von Makrophagen identifiziertes regulatorisches Gerüstprotein, beeinflusst, neben Größe, Anzahl und Beständigkeit von Podosomen, in hohem Maße die Matrixdegradationskapazität der Zelle.
Auch in invasiven Brustkrebszellen wurde eine Lokalisation von LASP1 an Invadopodien, den Podosomen-äquivalenten Strukturen, detektiert.
Das primäre Ziel der vorliegenden Arbeit war daher die funktionelle Charakterisierung von LASP1 in Invadopodien. Unter Etablierung eines Matrix-Degradations-Assays konnte gezeigt werden, dass eine Herunterregulation von LASP1 auch in der humanen Brustkrebszelllinie MDA-MB-231, die zuvor schon für Makrophagen gezeigte Matrixdegradation nachhaltig beeinträchtig.
Durch Analyse und Verifikation von zugänglichen Mikroarraydaten mittels qRT-PCR und Western Blot konnte ferner belegt werden, dass LASP1 in den Brustkrebszellen die Genexpression und Proteintranslation von MMP1, -3 und -9 positiv moduliert und somit das gesamt-invasive Potential der Zelle steigert. Darüber hinaus deuten Zymogramme und die Analyse des konditionierten Mediums darauf hin, dass LASP1 als Strukturprotein die vesikuläre Sekretion der inaktiven Zymogene (proMMPs) in die EZM fördert. Demzufolge modifiziert LASP1 während der Krebsprogression die zelluläre Mikroumgebung zugunsten einer erhöhten Metastasierungsrate.
Die neu identifizierte regulatorische Funktion von LASP1 auf die Transkription sowie Sekretion von Matrix-Metalloproteasen erklärt die in früheren Arbeiten beobachtete Korrelation zwischen einer erhöhten LASP1 Konzentration im Gewebe und dem vermehrten Auftreten von Metastasen, und damit einhergehend, schlechteren Überleben der Patientinnen.
Das Cochlea-Implantat (CI) ermöglichte bereits >300 000 hochgradig hörgeschädigten Menschen
weltweit eine grundsätzlich wiederhergestellte Hörfunktion. Es wird angenommen, dass sich das
Sprachverständnis von CI-Trägern verbessert, wenn die funktionale Trennung der CI-Kanäle erhöht
wird. Neben verschiedenen auf die auditorische Peripherie beschränkten Ansätzen gibt es Überlegungen, eine verbesserte Kanaltrennung durch die Rehabilitation taubheitsinduzierter Degenerationen in der spektralen Verarbeitung im zentralen auditorischen System zu erreichen. Es konnte in ertaubten Tieren bislang allerdings kein adäquates CI-Stimulationsmuster beschrieben werden, dass es erlaubte, eine gezielte neuronale Plastizität in der spektralen Verarbeitung zu induzieren.
Die Arbeitsgruppe um M.P. Kilgard (UT Dallas, USA) zeigte in mehreren Studien in hörenden Tieren,
dass auditorische Stimulation gepaart mit elektrischer Vagusnerv-Stimulation (VNS) zu einer gezielten kortikalen Plastizität führt. Diese gepaarte Stimulation konnte die spektrale Verarbeitung von Signalen im auditorischen Kortex (AC) gezielt beeinflussen und so z.B. pathologisch verbreiterte Repräsentationen von Tönen wieder verfeinern. Dieses hochgradige Potential für gezielte Plastizität im AC durch die gepaarte VNS scheint eine vielversprechende Lösung darzustellen, um die durch verbreiterte Repräsentation im ertaubten AC verminderte CI-Kanaltrennung zu verbessern. Vor diesem Hintergrund sollte in der vorliegenden Promotion die Übertragbarkeit dieses hochgradigen Potentials auf das ertaubte und CI-stimulierte auditorische System evaluiert werden.
Um die CI-Kanaltrennung zu untersuchen, wurde ein Multikanal-CI für die Mongolische Wüstenrennmaus (Gerbil) entwickelt. Trotz der kleinen Ausmaße von Cochlea und AC im Gerbil und der generell breiten neuronalen Erregung durch intracochleäre elektrische Stimulation konnte eine tonotop organisierte und selektive Repräsentation der neuronalen Antworten für mehrere CI-Kanäle im AC nachgewiesen werden. Für die gepaarte CI/VN-Stimulation wurden die Tiere zusätzlich mit einer Manschettenelektrode um den linken zervikalen Nervus vagus (VN) implantiert. Die chronischen Implantate erlaubten über mehrere Wochen hinweg eine stabile und zuverlässige elektrische Stimulation im frei-beweglichen Gerbil. Damit kombiniert das in dieser Promotion entwickelte Multikanal-CI-VNS-Modell die Vorteile einer tonotop selektiven und stabilen neuronalen Aktivierung mit den ethischen, kostenrelevanten und entwicklungsbezogenen Vorteilen, die der Einsatz von Kleinnagern bietet.
Als nächster Schritt wurde das grundsätzliche Potential der gepaarten CI/VN-Stimulation für gezielte plastische Veränderungen im AC des Gerbils getestet. Engineer et al. (2011) hatten bereits in akustischen Studien in hörenden Ratten die kortikale Überrepräsentation eines einzelnen chronisch mit VNS gepaarten Tones gezeigt. In der vorliegenden Promotion wurde versucht, die Ergebnisse aus der akustischen Studie in hörenden Ratten in zwei verschiedenen Studien im Gerbil zu reproduzieren. Analog zur gepaarten Ton/VN-Stimulation in der Ratte untersuchten wir zuerst in ertaubten Gerbils die Auswirkungen einkanaliger CI-Stimulation gepaart mit VNS. Im AC des Gerbils konnten keine Veränderung der zentralen Repräsentation des VNS gepaarten CI-Kanals festgestellt werden. Um speziesspezifische (Ratte vs. Gerbil) und stimulusspezifische (akustisch vs. elektrisch) Unterschiede zwischen den Studien als mögliche Gründe für das Ausbleiben der VNS induzierten Plastizität auszuschließen, wurde nun die gepaarte Ton/VN-Stimulation (Engineer et al., 2011) im hörenden Gerbil wiederholt. Eine kortikale Überrepräsentation des VNS gepaarten Signals konnte aber auch im hörenden Gerbil nicht reproduziert werden.
Mögliche Gründe für die Diskrepanz zwischen unseren Ergebnissen im Gerbil und den publizierten
Ergebnissen in der Ratte werden diskutiert. Die generelle Funktionsfähigkeit der VNS in den chronisch stimulierten Tieren wurde durch die Ableitung VNS evozierter Potentiale (VNEP) kontrolliert. Ein speziesspezifischer Unterschied erscheint bei der biologischen Nähe von Ratte und mongolischer Wüstenrennmaus unwahrscheinlich, kann allerdings durch die vorliegenden Studien nicht vollständig ausgeschlossen werden. Eine Abhängigkeit des plastischen Potentials der gepaarten VNS von der Stimulationsintensität ist bekannt. Da Ratten und Gerbils ähnliche VNEP-Schwellen zeigten und mit identischen VNS-Amplituden stimuliert wurden, gehen wir davon aus, dass Unterschiede im plastischen Potential gepaarter VNS zwischen beiden Spezies nicht auf die verwendete Stimulationsintensität zurückzuführen sind.
Die beschriebene Diskrepanz im Potential für kortikale Plastizität durch gepaarte VNS weckt Zweifel an der Übertragbarkeit des für die Ratte publizierten Potentials auf andere Spezies, einschließlich des Menschen.
The enteric nervous system (ENS) innervates the gastrointestinal (GI) tract and controls central aspects of GI physiology including contractility of the intestinal musculature, glandular secretion and intestinal blood flow. The ENS is composed of neurons that conduct electrical signals and of enteric glial cells (EGCs). EGCs resemble central nervous system (CNS) astrocytes in their morphology and in the expression of shared markers such as the intermediate filament protein glial fibrillary acidic protein (GFAP). They are strategically located at the interface of ENS neurons and their effector cells to modulate intestinal motility, epithelial barrier stability and inflammatory processes. The specific contributions of EGCs to the maintenance of intestinal homeostasis are subject of current research.
From a clinical point of view EGC involvement in pathophysiological processes such as intestinal inflammation is highly relevant. Like CNS astrocytes ECGs can acquire a reactive, tissue-protective phenotype in response to intestinal injury. In patients with chronic inflammatory bowel diseases (IBD) such as Crohn's disease and ulcerative colitis, alterations in the EGC network are well known, particularly a differential expression of GFAP, which is a hallmark of reactive gliosis in the CNS.
With increasing recognition of the role of EGCs in intestinal health and disease comes the need to study the glial population in its complexity. The overall aim of this thesis was to comprehensively study EGCs with focus on the reactive GFAP-expressing subpopulation under inflammatory conditions in vivo and in vitro. In a first step, a novel in vivo rat model of acute systemic inflammation mimicking sepsis was employed to investigate rapidly occuring responses of EGCs to inflammation. This study revealed that within a short time frame of a few hours, EGCs responded to the inflammation with an upregulation of Gfap gene expression. This inflammation-induced upregulation was confined to the myenteric plexus and varied in intensity along the intestinal rostro-caudal axis. This highly responsive myenteric GFAP-expressing EGC population was further characterized in vivo andin vitro using a transgenic mouse model (hGFAP-eGFP mice). Primary purified murine GFAP-EGC cultures in vitro were established and it was assessed how the transcriptomic and proteomic profiles of these cells change upon inflammatory stimulation. Here, myenteric GFAP-EGCs were found to undergo a shift in gene expression profile that predominantly affects expression of genes associated with inflammatory responses. Further, a secretion of inflammatory mediators was validated on protein level. The GFAP+ subpopulation is hence an active participant in inflammatory pathophysiology. In an acute murine IBD model in vivo, GFAP-EGCs were found to express components of the major histocompatibility complex (MHC) class II in inflamed tissue, which also indicates a crosstalk of EGCs with the innate and the adaptive lamina propria immune system in acute inflammation.
Taken together, this work advances our knowledge on EGC (patho-)physiology by identifying and characterizing an EGC subpopulation rapidly responsive to inflammation. This study further provides the transcriptomic profile of this population in vivo and in vitro, which can be used to identify targets for therapeutic intervention. Due to the modulating influence of EGCs on the intestinal microenvironment, the study further underlines the importance of integrating EGCs into in vitro test systems that aim to model intestinal tissues in vitro and presents an outlook on a potential strategy.
Gambling is a popular activity in Germany, with 40% of a representative sample reporting having gambled at least once in the past year (Bundeszentrale für gesundheitliche Aufklärung, 2014). While the majority of gamblers show harmless gambling behavior, a subset develops serious problems due to their gambling, affecting their psychological well-being, social life and work. According to recent estimates, up to 0.8% of the German population are affected by such pathological gambling. People in general and pathological gamblers in particular show several cognitive distortions, that is, misconceptions about the chances of winning and skill involvement, in gambling. The current work aimed at elucidating the biopsychological basis of two such kinds of cognitive distortions, the illusion of control and the gambler’s and hot hand fallacies, and their modulation by gambling problems. Therefore, four studies were conducted assessing the processing of near outcomes (used as a proxy for the illusion of control) and outcome sequences (used as a proxy for the gambler’s and hot hand fallacies) in samples of varying degrees of gambling problems, using a multimethod approach.
The first study analyzed the processing and evaluation of near outcomes as well as choice behavior in a wheel of fortune paradigm using electroencephalography (EEG). To assess the influence of gambling problems, a group of problem gamblers was compared to a group of controls. The results showed that there were no differences in the processing of near outcomes between the two groups. Near compared to full outcomes elicited smaller P300 amplitudes. Furthermore, at a trend level, the choice behavior of participants showed signs of a pattern opposite to the gambler’s fallacy, with longer runs of an outcome color leading to increased probabilities of choosing this color again on the subsequent trial. Finally, problem gamblers showed smaller feedback-related negativity (FRN) amplitudes relative to controls.
The second study also targeted the processing of near outcomes in a wheel of fortune paradigm, this time using functional magnetic resonance imaging and a group of participants with varying degrees of gambling problems. The results showed increased activity in the bilateral superior parietal cortex following near compared to full outcomes.
The third study examined the peripheral physiology reactions to near outcomes in the wheel of fortune. Heart period and skin conductance were measured while participants with varying degrees of gambling problems played on the wheel of fortune. Near compared to full outcomes led to increased heart period duration shortly after the outcome. Furthermore, heart period reactions and skin conductance responses (SCRs) were modulated by gambling problems. Participants with high relative to low levels of gambling problems showed increased SCRs to near outcomes and similar heart period reactions to near outcomes and full wins.
The fourth study analyzed choice behavior and sequence effects in the processing of outcomes in a coin toss paradigm using EEG in a group of problem gamblers and controls. Again, problem gamblers showed generally smaller FRN amplitudes compared to controls. There were no differences between groups in the processing of outcome sequences. The break of an outcome streak led to increased power in the theta frequency band. Furthermore, the P300 amplitude was increased after a sequence of previous wins. Finally, problem gamblers compared to controls showed a trend of switching the outcome symbol relative to the previous outcome symbol more often.
In sum, the results point towards differences in the processing of near compared to full outcomes in brain areas and measures implicated in attentional and salience processes. The processing of outcome sequences involves processes of salience attribution and violation of expectations. Furthermore, problem gamblers seem to process near outcomes as more win-like compared to controls. The results and their implications for problem gambling as well as further possible lines of research are discussed.
The microbial communities that live inside the human gastrointestinal tract -the human gut
microbiome- are important for host health and wellbeing. Characterizing this new “organ”,
made up of as many cells as the human body itself, has recently become possible through
technological advances. Metagenomics, the high-throughput sequencing of DNA directly from
microbial communities, enables us to take genomic snapshots of thousands of microbes living
together in this complex ecosystem, without the need for isolating and growing them.
Quantifying the composition of the human gut microbiome allows us to investigate its
properties and connect it to host physiology and disease. The wealth of such connections was
unexpected and is probably still underestimated. Due to the fact that most of our dietary as well
as medicinal intake affects the microbiome and that the microbiome itself interacts with our
immune system through a multitude of pathways, many mechanisms have been proposed to
explain the observed correlations, though most have yet to be understood in depth.
An obvious prerequisite to characterizing the microbiome and its interactions with the host is
the accurate quantification of its composition, i.e. determining which microbes are present and
in what numbers they occur. Historically, standard practices have existed for sample handling,
DNA extraction and data analysis for many years. However, these were generally developed for
single microbe cultures and it is not always feasible to implement them in large scale
metagenomic studies. Partly because of this and partly because of the excitement that new
technology brings about, the first metagenomic studies each took the liberty to define their own
approach and protocols. From early meta-analysis of these studies it became clear that the
differences in sample handling, as well as differences in computational approaches, made
comparisons across studies very difficult. This restricts our ability to cross-validate findings of
individual studies and to pool samples from larger cohorts. To address the pressing need for
standardization, we undertook an extensive comparison of 21 different DNA extraction methods
as well as a series of other sample manipulations that affect quantification. We developed a
number of criteria for determining the measurement quality in the absence of a mock
community and used these to propose best practices for sampling, DNA extraction and library
preparation. If these were to be accepted as standards in the field, it would greatly improve
comparability across studies, which would dramatically increase the power of our inferences
and our ability to draw general conclusions about the microbiome.
Most metagenomics studies involve comparisons between microbial communities, for example
between fecal samples from cases and controls. A multitude of approaches have been proposed
to calculate community dissimilarities (beta diversity) and they are often combined with
various preprocessing techniques. Direct metagenomics quantification usually counts
sequencing reads mapped to specific taxonomic units, which can be species, genera, etc. Due to
technology-inherent differences in sampling depth, normalizing counts is necessary, for
instance by dividing each count by the sum of all counts in a sample (i.e. total sum scaling), or by
subsampling. To derive a single value for community (dis-)similarity, multiple distance
measures have been proposed. Although it is theoretically difficult to benchmark these
approaches, we developed a biologically motivated framework in which distance measures can
be evaluated. This highlights the importance of data transformations and their impact on the
measured distances.
Building on our experience with accurate abundance estimation and data preprocessing
techniques, we can now try and understand some of the basic properties of microbial
communities. In 2011, it was proposed that the space of genus level variation of the human gut
microbial community is structured into three basic types, termed enterotypes. These were
described in a multi-country cohort, so as to be independent of geography, age and other host
properties. Operationally defined through a clustering approach, they are “densely populated
areas in a multidimensional space of community composition”(source) and were proposed as a
general stratifier for the human population. Later studies that applied this concept to other
datasets raised concerns about the optimum number of clusters and robustness of the
clustering approach. This heralded a long standing debate about the existence of structure and
the best ways to determine and capture it. Here, we reconsider the concept of enterotypes, in
the context of the vastly increased amounts of available data. We propose a refined framework
in which the different types should be thought of as weak attractors in compositional space and
we try to implement an approach to determining which attractor a sample is closest to. To this
end, we train a classifier on a reference dataset to assign membership to new samples. This way,
enterotypes assignment is no longer dataset dependent and effects due to biased sampling are
minimized. Using a model in which we assume the existence of three enterotypes characterized
by the same driver genera, as originally postulated, we show the relevance of this stratification
and propose it to be used in a clinical setting as a potential marker for disease development.
Moreover, we believe that these attractors underline different rules of community assembly and
we recommend they be accounted for when analyzing gut microbiome samples.
While enterotypes describe structure in the community at genus level, metagenomic sequencing
can in principle achieve single-nucleotide resolution, allowing us to identify single nucleotide
polymorphisms (SNPs) and other genomic variants in the gut microbiome. Analysis
methodology for this level of resolution has only recently been developed and little exploration
has been done to date. Assessing SNPs in a large, multinational cohort, we discovered that the
landscape of genomic variation seems highly structured even beyond species resolution,
indicating that clearly distinguishable subspecies are prevalent among gut microbes. In several
cases, these subspecies exhibit geo-stratification, with some subspecies only found in the
Chinese population. Generally however, they present only minor dispersion limitations and are
seen across most of our study populations. Within one individual, one subspecies is commonly
found to dominate and only rarely are several subspecies observed to co-occur in the same
ecosystem. Analysis of longitudinal data indicates that the dominant subspecies remains stable
over periods of more than three years. When interrogating their functional properties we find
many differences, with specific ones appearing relevant to the host. For example, we identify a
subspecies of E. rectale that is lacking the flagellum operon and find its presence to be
significantly associated with lower body mass index and lower insulin resistance of their hosts;
it also correlates with higher microbial community diversity. These associations could not be
seen at the species level (where multiple subspecies are convoluted), which illustrates the
importance of this increased resolution for a more comprehensive understanding of microbial
interactions within the microbiome and with the host.
Taken together, our results provide a rigorous basis for performing comparative metagenomics
of the human gut, encompassing recommendations for both experimental sample processing
and computational analysis. We furthermore refine the concept of community stratification into
enterotypes, develop a reference-based approach for enterotype assignment and provide
compelling evidence for their relevance. Lastly, by harnessing the full resolution of
metagenomics, we discover a highly structured genomic variation landscape below the
microbial species level and identify common subspecies of the human gut microbiome. By
developing these high-precision metagenomics analysis tools, we thus hope to contribute to a
greatly improved understanding of the properties and dynamics of the human gut microbiome.
Epidemiologische Studien schätzen die Inzidenz chronischer Obstipation auf bis zu 27% der Gesamtbevölkerung. Betroffenen Patienten ist die Stuhlentleerung nicht oder nur unter großer Anstrengung und nicht selten nur unter Zuhilfenahme der Hand möglich. Häufig sind funktionelle Pathologien, welche sich nur während der Defäkation ausbilden, hierfür verantwortlich. Daher ist für die Diagnose und Evaluation dieser Pathologien ein bildgebendes Verfahren notwendig, welches die dynamische Darstellung der Defäkation ermöglicht. Der Goldstandard zur Untersuchung von Patienten mit funktionellen Beckenbodenstörungen ist die Entero-Colpo-Cysto-Defäkographie (ECCD). Diese Durchleuchtungsmethode erfordert die Applikation ionisierender Strahlung im Bereich des Beckens. Außerdem müssen für die Untersuchung Rektum und Vagina mit bariumhaltigem Kontrastmittel, der Dünndarm mit barium- und iodhaltigem Kontrastmittel und zusätzlich die Blase mit iodhaltigem Kontrastmittel gefüllt werden. Bei der MR-Defäkographie hingegen ist keine ionisierende Strahlung notwendig und nur eine rektale Füllung mit Ultraschallgel als Kontrastmittel erforderlich. Zudem ermöglichen statische Aufnahmen aufgrund des hohen Weichteilkontrasts der MR-Bildgebung eine detaillierte Darstellung des gesamten Beckenbodens. Die MR-Bildgebung ist jedoch im Vergleich zu anderen Bildgebungsmodalitäten, wie beispielsweise der radiographischen Durchleuchtung, langsam. Besonders zur Darstellung dynamischer Prozesse ist daher eine starke Beschleunigung des Akquisitionsprozesses notwendig. Bei der Standard 2D MR-Defäkographie wird für die Beschleunigung der Datenakquisition eine regelmäßige zweifache Unterabtastung des k-Raums vorgenommen. Hierdurch lassen sich aber nur drei räumlich voneinander getrennte
68
2D Schichten mit einer zeitlichen Aktualisierungsrate der drei Schichten von ca. 1s akquirieren. Dadurch ist aber besonders die Diagnose lateral lokalisierter Pathologien eingeschränkt oder gar nicht möglich. Daher wurde in dieser Arbeit eine 3D MR-Defäkographie zur dynamischen Darstellung der Defäkation innerhalb eines vollständigen 3D Volumens entwickelt, implementiert und anhand von 9 Patientenmessungen optimiert. Die letzten 4 Patienten wurden mit den optimierten Sequenzparametern untersucht. Ausgehend von der kartesischen Datenakquisition der bestehenden 2D MRDefäkographie wurden zunächst dreidimensionale kartesische Trajektorien zur Datenakquisition und dafür geeignete Algorithmen zur Datenrekonstruktion untersucht. In diesem Zusammenhang wurde ein GRAPPA Centric-Out Akquisitionsschema in Kombination mit einer GRAPPA Datenrekonstruktion vorgestellt. Es zeigte sich jedoch, dass eine Stack-of-Stars Trajektorie in Bezug auf die stabile, rauscharme, dynamische Darstellung der Defäkation, vorteilhaft gegenüber der untersuchten kartesischen GRAPPA Centric-Out Trajektorie ist. Zur weiteren Optimierung der Messsequenz wurden daher drei radiale Stackof-Stars Akquisitionsschemata untersucht: Das Standard Stack-of-Stars Schema sowie zwei mit View-Sharing und zwei unterschiedlichen Dichtegewichtungen modifizierte Stack-of-Stars Schemata (DW-Sampling 1 und DW-Sampling 2). Das View-Sharing ermöglicht durch die Umstellung der Reihenfolge der akquirierten Partitionen nahezu eine Verdopplung der rekonstruierten Zeitpunkte der dynamisch gemessenen Zeitserie. Die Dichtegewichtung bewirkt, dass in den zentralen Partitionen mehr radiale Speichen gemessen werden und damit das k-Raum Zentrum dichter abgetastet wird als in den äußeren Partitionen. Beim Dichtegewichtungsschema DW-Sampling 2 ist der Abfall der Anzahl der innerhalb einer Partition gemessenen Speichen stärker als beim DW-Sampling 1. Trotzdem führte das mit View-Sharing und DW-Sampling 2 modifizierte Stackof-Stars Akquisitionsschema in Verbindung mit der FISTA Compressed Sensing Datenrekonstruktion zum besten Kompromiss zwischen erreichbarer räumlicher
69
und zeitlicher Auflösung. Dieses optimierte Setup ermöglicht die dynamische Darstellung der Defäkation in 7 Schichten eines vollständigen 3D Volumens mit einer Volumenaktualisierungsrate von 1,3s. Im Vergleich zur standardmäßig durchgeführten 2D MR-Defäkographie ist daher eine mehr als doppelt so große Abdeckung mit einer vergleichbaren zeitlichen Aktualisierungsrate und einer etwas geringeren räumlichen Auflösung gewährleistet. Hierdurch lassen sich zusätzlich zu den gewöhnlichen zentral gelegenen Pathologien auch lateral ausgeprägte Pathologien besser abdecken und diagnostizieren.