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Phenotypically identical cells can dramatically vary with respect to behavior during their lifespan and this variation is reflected in their molecular composition such as the transcriptomic landscape. Singlecell transcriptomics using next-generation transcript sequencing (RNA-seq) is now emerging as a powerful tool to profile cell-to-cell variability on a genomic scale. Its application has already greatly impacted our conceptual understanding of diverse biological processes with broad implications for both basic and clinical research. Different single-cell RNAseq protocols have been introduced and are reviewed here – each one with its own strengths and current limitations. We further provide an overview of the biological questions single-cell RNA-seq has been used to address, the major findings obtained from such studies, and current challenges and expected future developments in this booming field.
Background
The capacity of the recombinant Vaccinia virus GLV-1h68 as a single agent to efficiently treat different human or canine cancers has been shown in several preclinical studies. Currently, its human safety and efficacy are investigated in phase I/II clinical trials. In this study we set out to evaluate the oncolytic activity of GLV-1h68 in the human lung adenocarcinoma cell line PC14PE6-RFP in cell cultures and analyzed the antitumor potency of a combined treatment strategy consisting of GLV-1h68 and cyclophosphamide (CPA) in a mouse model of PC14PE6-RFP lung adenocarcinoma.
Methods
PC14PE6-RFP cells were treated in cell culture with GLV-1h68. Viral replication and cell survival were determined by plaque assays and 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assays, respectively. Subcutaneously implanted PC14PE6-RFP xenografts were treated by systemic injection of GLV-1h68, CPA or a combination of both. Tumor growth and viral biodistribution were monitored and immune-related antigen profiling of tumor lysates was performed.
Results
GLV-1h68 efficiently infected, replicated in and lysed human PC14PE6-RFP cells in cell cultures. PC14PE6-RFP tumors were efficiently colonized by GLV-1h68 leading to much delayed tumor growth in PC14PE6-RFP tumor-bearing nude mice. Combination treatment with GLV-1h68 and CPA significantly improved the antitumor efficacy of GLV-1h68 and led to an increased viral distribution within the tumors. Pro-inflammatory cytokines and chemokines were distinctly elevated in tumors of GLV-1h68-treated mice. Factors expressed by endothelial cells or present in the blood were decreased after combination treatment. A complete loss in the hemorrhagic phenotype of the PC14PE6-RFP tumors and a decrease in the number of blood vessels after combination treatment could be observed.
Conclusions
CPA and GLV-1h68 have synergistic antitumor effects on PC14PE6-RFP xenografts. We strongly suppose that in the PC14PE6-RFP model the enhanced tumor growth inhibition achieved by combining GLV-1h68 with CPA is due to an effect on the vasculature rather than an immunosuppressive action of CPA. These results provide evidence to support further preclinical studies of combining GLV-1h68 and CPA in other highly angiogenic tumor models. Moreover, data presented here demonstrate that CPA can be combined successfully with GLV-1h68 based oncolytic virus therapy and therefore might be promising as combination therapy in human clinical trials.
Die Forschungsergebnisse der letzten Jahre liefern immer mehr Hinweise darauf, dass eine klare Unterscheidung von Fitness- und Virulenzfaktoren in vielen Fällen, insbesondere bei extraintestinal pathogenen Escherichia coli, nicht möglich ist. So lässt sich auch bei Harnwegsinfektionen verursachenden E. coli den bakteriellen und teils stammspezifischen Faktoren oftmals nicht eindeutig eine typische Virulenz- oder Fitness-assoziierte Funktion zuordnen. Zudem werden in neueren Studien immer häufiger atypische uropathogene Isolate von E. coli beschrieben, die in ihrem „Virulenzrepertoire“ deutlich von typischen uropathogenen E. coli (UPEC) abweichen, da sie keine klassischen UPEC-Virulenzfaktoren aufweisen. In dieser Arbeit wurden daher Virulenzeigenschaften typischer als auch atypischer UPEC untersucht.
Der Effekt eines bestimmten bakteriellen Faktors auf den Wirtsorganismus wird teilweise indirekt durch sekundäre Modifikation bedingt. Dies offenbart sich beispielsweise am Autotransporterprotein AIDA-I, dessen Konformation durch posttranslationale Glykosylierung stabilisiert wird, wodurch es seine Funktionalität als Adhäsin erhält. Da bisherige Studien zum AIDA-I homologen Autotransporterprotein Antigen 43 (Ag43) auf der Analyse von künstlich glykosyliertem Protein basieren, lag ein Schwerpunkt dieser Arbeit auf der Untersuchung der natürlichen Glykosylierung von Ag43 in UPEC Stamm 536. Es zeigte sich, dass beide Ag43-Varianten von E. coli Stamm 536 natürlicherweise glykosyliert vorliegen, der Grad der Glykosylierung jedoch wesentlich geringer ausfällt als bei natürlich glykosyliertem AIDA-I. Inwieweit die natürliche Glykosylierung von Ag43 zu dessen Funktionalität beiträgt, kann erst durch die Identifizierung der für die Ag43-Glykosylierung verantwortlichen Glykosyltransferase geklärt werden.
Die in silico-Analyse des Genoms von UPEC Stamm 536 für potentielle Glykosyltransferasen von Ag43 lieferte neun Kandidatengene. Die Gene wurde teils im Wildtyp-Hintergrund, teils im rfaH-negativen Hintergrund von E. coli Stamm 536 deletiert und die Mutanten im Anschluss phänotypisch charakterisiert. Die Deletion der Kandidatengene waaF, waaG und waaQ, die für Glykosyltransferasen des LPS-Biosynthesesystems kodieren, führte zu den deutlichsten Unterschieden in Bezug auf Motilität, Curli/Zellulose-Produktion, Hämolyseaktivität und Expression von Typ 1 Fimbrien. Der Einfluss des „knock-out“ der Kandidatengene auf die Glykosylierung von Ag43 muss in weiterführenden Studien untersucht werden.
Zur Charakterisierung des uropathogenen Virulenzpotentials verschiedener E. coli Stämme in vivo hat sich in den letzten Jahren das murine Modell der aufsteigenden Harnwegsinfektion etabliert. Mit Hilfe dieses Modells wurden in der vorliegenden Arbeit sowohl spezifische Deletionsmutanten prototypischer UPEC als auch atypische E. coli Harnwegsisolate bezüglich ihrer Urovirulenz getestet und verglichen. Bei der Untersuchung der klassischen UPEC lag der Fokus auf der möglichen Urovirulenzmodulation durch die folgenden spezifischen Faktoren: dem Autotransporterprotein Ag43, dem „Response regulator“ UvrY, dem Polyketid Colibactin sowie dem Exopolysaccharid poly-β-1,6-N-Acetylglucosamin (PGA). Für Ag43 war bei der Etablierung einer Harnwegsinfektion keine eindeutige Funktion feststellbar. Es ist jedoch denkbar, dass Ag43 zur Langzeitpersistenz im Harnwegstrakt beitragen kann, was in weiteren Studien belegt werden sollte. Die Expression von UvrY in der natürlichen uvrY-Deletionsmutante UPEC Stamm 536 ließ keine Erhöhung des Urovirulenzpotentials im Mausmodell erkennen. In diesem Zusammenhang konnte allerdings gezeigt werden, dass die Expression des Genotoxins Colibactin in UPEC Stamm 536 dessen Virulenz signifikant herabsetzte. Die Untersuchungen zur Relevanz des Exopolysaccharids PGA belegen deutlich, dass PGA für die Langzeitpersistenz von E. coli im murinen Harnwegstrakt benötigt wird. Für die initiale Kolonisierung scheint PGA hingegen keine Bedeutung zu haben. Für atypische UPEC Isolate, die Charakteristika von STEC und EAEC zeigen und sich in ihrem Virulenzmuster deutlich von prototypischen UPEC unterscheiden, ließ sich im murinen Modell der aufsteigenden Harnwegsinfektion, verglichen mit dem UPEC Modellorganismus 536, ein ähnliches, teils sogar erhöhtes uropathogenes Virulenzpotential nachweisen.
Die Ergebnisse der Arbeit untermauern somit die heutige Vorstellung bezüglich der Entwicklung und Etablierung einer Harnwegsinfektion, dass verschiedene E. coli Stämme unterschiedliche (Kontroll-) Mechanismen entwickelt haben, um erfolgreich den Harnwegstrakt kolonisieren und eine Infektion auslösen zu können. Zudem weisen sie darauf hin, dass diese Fähigkeit nicht auf Isolate typischer phylogenetischer UPEC Entwicklungslinien beschränkt und auf das Vorhandensein charakteristischer UPEC Virulenzfaktoren angewiesen ist.
Despite the internet's dynamic and collaborative nature, scientists continue to produce grant proposals, lab notebooks, data files, conclusions etc. that stay in static formats or are not published online and therefore not always easily accessible to the interested public. Because of limited adoption of tools that seamlessly integrate all aspects of a research project (conception, data generation, data evaluation, peerreviewing and publishing of conclusions), much effort is later spent on reproducing or reformatting individual entities before they can be repurposed independently or as parts of articles.
We propose that workflows - performed both individually and collaboratively - could potentially become more efficient if all steps of the research cycle were coherently represented online and the underlying data were formatted, annotated and licensed for reuse. Such a system would accelerate the process of taking projects from conception to publication stages and allow for continuous updating of the data sets and their interpretation as well as their integration into other independent projects.
A major advantage of such work ows is the increased transparency, both with respect to the scientific process as to the contribution of each participant. The latter point is important from a perspective of motivation, as it enables the allocation of reputation, which creates incentives for scientists to contribute to projects. Such work ow platforms offering possibilities to fine-tune the accessibility of their content could gradually pave the path from the current static mode of research presentation into a more coherent practice of open science.
Scientific research is a process concerned with the creation, collective accumulation, contextualization, updating and maintenance of knowledge. Wikis provide an environment that allows to collectively accumulate, contextualize, update and maintain knowledge in a coherent and transparent fashion. Here, we examine the potential of wikis as platforms for scholarly publishing. In the hope to stimulate further discussion, the article itself was drafted on Species-ID – a wiki that hosts a prototype for wiki-based scholarly publishing – where it can be updated, expanded or otherwise improved.
Investigations were carried out on the adhesion of cloned S-fimbriated E. coli, labelled with fluoresceinisothiocyanate (FITC) to human buccal epithelial cells. Fluorescence microscopic analysis revealed binding of bacteria to 75-95% of epithelial cells. Inhibition experiments with fetuin, a 1-acid glycoprotein and N-acetyl neuraminic acid confirmed the specificity of bacterial binding to sialoglycoproteins. Further studies using saliva as an inhibitor resulted in a 4-5 times stronger binding inhibition by newborn saliva in comparison to adult saliva coinciding with a 4-5 times higher content of total N-acetyl neuraminic acid in samples of newborn saliva. In Western blot analysis sialoglycoprotein bands with a molecular weight >200 kD reacting with wheat germ agglutinin (WGA), were only identified in samples of newborn saliva. These bands are classified as mucins on account of molecular weight and staining. These data suggest that saliva mucins could represent a major defense mechanism against bacterial infections at a stage of ontogeny where the secretory IgAsystem is not yet developed.
S fimbriae are able to recognize receptor molecules containing sialic acid and are produced by pathogenic E. coli strains causing urinary tract infection and menigitis. In order to characterize the corresponding genetic determinant, termed S fimbrial adhesin ( sfa) gene duster, we have cloned the S-specific genes from a urinary pathogen and from a meningitis isolate. Nine genes are involved in the production of S fimbriae, two of these, sfaB and sfaC code for regulatory proteins being necessary for the expression of S fimbriae. Two promoters, PB and Pc, are located in front of these genes. Transcription of the sfa determinant is influenced by activation of the promotersvia SfaB and SfaC, the action of the H-NS protein and an RNaseE-specific mRNA processing. In addition, a third promoter, P A• located in front of the major subunit gene sfaA, can be activated under special circumstances. Four genes of the sfa determinant code for the subunit-specific proteins, SfaA (16 kda), SfaG (17 kda), SfaS (14 kda) and SfaH (29 kda). It was demonstrated that the protein SfaA is the major subunit protein while SfaS is identical to the sialic-acid-specific adhesin of S fimbriae. The introduction of specific mutations into sfaS revealed that a region of six amino acids of the adhesin which includes two lysine and one arginine residues is involved in the receptor specific interaction of S fimbriae. Additionally, it has been shown that SfaS is necessary for the induction of fimbriation while SfaH plays a role in the stringency of binding of S fimbriae to erythrocytes.
Escherichia coli 0139: K82: H1 strains originating from outbreaks and single cases of oedema disease in pigs were characterized by their genomic restriction fragment length polymorphism (RFLP), their virulence pattern, and by the occurrence as well as the genomic distribution of the determinants for hemolysin (hly) and verotoxins (shiga-like toxins; sltI, sltII). Whereas the RFLPs revealed considerable variation among the E. coli 0139: K82: H1 isolates depending the origin and epidemic source of the strains, the virulence gene slt II was found to be present in nearly all strains in a particular chromosomal region. Similar to RFLPs, the plasmid profiles are useful for epidemiological analysis.
Legionella pneumophila, the causative agent of Legionnaires' disease is a facultative intracellular bacterium, which in the course of human infection multiplies in lung macrophages predominantly manifesting as pneumonia. The natural habitat of Legionella is found in sweet water reservoirs and man-made water systems. Virulent L. pneumophila spontaneously convert to an avirulent status at a high frequency. Genetic approaches have led to the identification of various L. pneumophila genes. The mip (macrophage infectivity potentiator) determinant remains at present the sole established virulence factor. The Mip protein exhibits activity of a peptidyl prolyl cis trans isomerase (PPiase), an enzyme which is able to bind the immunosuppressant FK506 and is involved in protein folding. The recently cloned major outer membrane protein (MOMP) could play a role in the uptake of legionellae by macrophages. Cellular models are useful in studying the intracellular replication of legionellae in eukaryotic cells. Human celllines and protozoan models are appropriate for this purpose. By using U 937 macrophage-like cells and Acanthamoeba castellanii as hosts, we could discriminate virulent and avirulent L. pneumophila variants since only the virulent strain was capable of intracellular growth at 37 oc. By using these systems we further demonstrated that a hemolytic factor cloned and characterized in our laboratory, legiolysin (lly), had no influence on the intracellular growth of L. pneumophila.
E. coli strain 536 (06: K15: H31) isolated from a case of acute pyelonephritis, expresses S-fimbrial adhesins, P-related fimbriae, common type I fimbriae, and hemolysins. The respective chromosomally encoded determinants were cloned by constructing a genomic library of this strain. Furthermore, the strain produces the iron uptake substance, enterocheline, damages HeLa cells, and behaves in a serum-resistant mode. Genetic analysis of spontaneously arising non-hemolytic variants revealed that some of the virulence genes were physically linked to large unstable DNA regions, termed "pathogenicity islands", which were mapped in the respective positions on the E. coli K-12linkage map. By comparing the wild type strain and mutants in in vitro and in vivo assays, virulence features have been evaluated. In addition, a regulatory cross talk between adhesin determinants was found for the wild-type isolate. This particular mode of virulence regulation is missing in the mutant strain.