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RNA-binding proteins (RBPs) have been established as core components of several post-transcriptional gene regulation mechanisms. Experimental techniques such as cross-linking and co-immunoprecipitation have enabled the identification of RBPs, RNA-binding domains (RBDs) and their regulatory roles in the eukaryotic species such as human and yeast in large-scale. In contrast, our knowledge of the number and potential diversity of RBPs in bacteria is poorer due to the technical challenges associated with the existing global screening approaches. We introduce APRICOT, a computational pipeline for the sequence-based identification and characterization of proteins using RBDs known from experimental studies. The pipeline identifies functional motifs in protein sequences using position-specific scoring matrices and Hidden Markov Models of the functional domains and statistically scores them based on a series of sequence-based features. Subsequently, APRICOT identifies putative RBPs and characterizes them by several biological properties. Here we demonstrate the application and adaptability of the pipeline on large-scale protein sets, including the bacterial proteome of Escherichia coli. APRICOT showed better performance on various datasets compared to other existing tools for the sequence-based prediction of RBPs by achieving an average sensitivity and specificity of 0.90 and 0.91 respectively. The command-line tool and its documentation are available at https://pypi.python.org/pypi/bio-apricot.
Staphylococcus aureus ist ein grampositives Bakterium, welches häufig als kommensaler Besiedler auf der Nasen- und Rachenschleimhaut von Säugetieren vorkommt. Darüber hinaus besitzt dieser fakultativ pathogene Mikroorganismus die Fähigkeit schwer zu behandelnde Krankenhausinfektionen auszulösen. Aufgrund der weiten Verbreitung von Antibiotikaresistenzen und dem Mangel an effektiven Therapien, verursachen S. aureus Infektionen jährlich enorme Kosten für das Gesundheitssystem. S. aureus wird meist von der Nase zum primären Infektionsort übertragen, wodurch zunächst sehr häufig Wund- und Weichteilinfektionen hervor gerufen werden. Von diesem primären Infektionsort ausgehend, kann der Erreger tiefer liegende Gewebsschichten infizieren oder sich über den Blutstrom im gesamten Organismus ausbreiten. Das Spektrum an Krankheitsbildern reicht von leichten Abszessen der Haut bis zu schweren, lebensbedrohlichen Erkrankungen wie Pneumonien und akuter Sepsis.
Für die erfolgreiche Kolonisierung und Infektion des Wirtes exprimiert S. aureus eine Vielzahl unterschiedlicher Virulenzfaktoren. Die wohl größte Gruppe an Virulenzfaktoren umfasst die Proteine, die an der Immunevasion und der Umgehung von verschiedenen Abwehrstrategien des Immunsystems beteiligt sind. Das bisherige Wissen über die Interaktion von S. aureus mit dem Immunsystem des Wirtes und die zugrunde liegenden Pathogenitätsmechanismen ist bisher limitiert.
Um neue Erkenntnisse über die Interaktion von Wirt und Pathogen zu erlangen, wurden im Rahmen dieser Arbeit bislang unbekannte sekretierte und Oberflächen-assoziierte Proteine von S. aureus funktionell charakterisiert. Die Funktion der ausgewählten Proteine wurde in vitro hinsichtlich Einfluss auf Komponenten des Immunsystems, Adhäsion an Wirtsfaktoren und Invasion in eukaryotische Zellen untersucht.
Mit Hilfe der vorangegangenen in-vitro-Charakterisierung der putativen Virulenzfaktoren, konnte für die cytoplasmatische Adenylosuccinat-Synthase PurA eine neuartige Funktion identifiziert werden. PurA ist bekannt als essentielles Enzym der de novo Purin-Synthese. In dieser Arbeit wurde nun gezeigt, dass PurA zudem an der Immunevasion beteiligt ist. Durch die Bindung des humanen Faktor H des Komplementsystems schützt PurA S. aureus vor der lytischen Aktivität des Komplementsystems und verhindert die Opsonisierung des Pathogens. Basierend auf diesen Ergebnissen wurde PurA detailliert charakterisiert. In Bindungsstudien mit rekombinantem Faktor H und PurA wurde eine direkte Interaktion beider Proteine nachgewiesen, wobei Faktor H mit dem N-terminalen Bereich von PurA interagiert. Weiterhin konnte PurA durch Immunfluoreszenz und FACS-Analysen auf der Zelloberfläche nachgewiesen werden, wo es wahrscheinlich mit der Zellwand assoziiert vorliegt. Dort rekrutiert es Faktor H an die bakterielle Oberfläche und verhindert das Fortschreiten der Komplement-Kaskade und damit die Lyse des Pathogens. Aufgrund der Multifunktionalität zählt PurA somit zur Gruppe der Moonlighting Proteine.
Des Weiteren wurde die Rolle von PurA im Infektionsgeschehen in zwei unabhängigen Tiermodellen untersucht. In beiden Modellen wurde ein signifikant reduziertes Virulenzpotential der ΔpurA-Mutante beobachtet. Zukünftig soll geklärt werden, ob die verminderte Virulenz in der fehlenden Komplementevasion oder im Defekt in der Purin-Synthese begründet ist. Aufgrund der sehr starken Attenuation in allen untersuchten Infektionsmodellen sollte PurA als potentielles Target für eine Therapie von S. aureus Infektionen weiter charakterisiert werden. Im Ergebnis dieser Arbeit wurde demnach mit PurA ein neues Moonlighting Protein identifiziert, das als Inhibitor des Komplementsystems wesentlich zur Immunevasion von S. aureus beiträgt.
Für das bessere Verständnis der humoralen S. aureus-spezifischen Immunantwort, Unterschieden in der Antikörperantwort und der gebildeten Antikörperspezifitäten wurde weiterhin das während der Kolonisierung und Infektion gebildete S. aureus-spezifische Antikörperprofil untersucht. Dazu wurden Plasmen von humanen nasalen Trägern und Nicht-Trägern sowie murine Seren von infizierten Tieren untersucht. Insbesondere wurde das Pathogen-spezifische Antikörperprofil in unterschiedlichen Infektionsmodellen mit Hilfe eines Proteinarrays analysiert, der im Rahmen dieser Arbeit in einer Kooperation mit der Firma Alere Technologies (Jena, Deutschland) und universitären Forschergruppen der Universitäten Greifswald, Münster und Jena mitentwickelt wurde. Die Antikörperprofile von intramuskulär und intravenös infizierten Tieren resultierten in jeweils spezifischen Antikörperprofilen. Diese Ergebnisse deuten auf einen Zusammenhang zwischen der Art der Infektion und der gebildeten Antikörperspezifitäten hin. Wahrscheinlich beruht dies auf einer gewebespezifischen Genexpression als Anpassung an die individuellen Bedürfnisse im Wirtsorganismus. Das ausgebildete Antikörperprofil gibt somit einen Einblick in das Expressionsmuster von Virulenzfaktoren von S. aureus unter in vivo Bedingungen und trägt damit zum Verständnis der komplexen Interaktion von Pathogen und Wirt bei. Diese Untersuchungen ergänzen zudem die bisherigen Kenntnisse über die Anpassung der humoralen Immunantwort an eine asymptomatische Kolonisierung im Gegensatz zu einer akuten Infektion durch S. aureus. Darüber hinaus können die gewonnenen Ergebnisse für diagnostische Zwecke und zur Identifikation von neuen Zielstrukturen für eine Vakzin-Entwicklung genutzt werden.
We report on the characterization and target analysis of the small (s) RNA\(_{162}\) in the methanoarchaeon Methanosarcina mazei. Using a combination of genetic approaches, transcriptome analysis and computational predictions, the bicistronic MM2441-MM2440 mRNA encoding the transcription factor MM2441 and a protein of unknown function was identified as a potential target of this sRNA, which due to processing accumulates as three stabile 5' fragments in late exponential growth. Mobility shift assays using various mutants verified that the non-structured single-stranded linker region of sRNA\(_{162}\) (SLR) base-pairs with the MM2440-MM2441 mRNA internally, thereby masking the predicted ribosome binding site of MM2441. This most likely leads to translational repression of the second cistron resulting in dis-coordinated operon expression. Analysis of mutant RNAs in vivo confirmed that the SLR of sRNA\(_{162}\) is crucial for target interactions. Furthermore, our results indicate that sRNA\(_{162}\)-controlled MM2441 is involved in regulating the metabolic switch between the carbon sources methanol and methylamine. Moreover, biochemical studies demonstrated that the 50 end of sRNA\(_{162}\) targets the 5'-untranslated region of the cis-encoded MM2442 mRNA. Overall, this first study of archaeal sRNA/mRNA-target interactions unraveled that sRNA\(_{162}\) acts as an antisense (as) RNA on cis- and trans-encoded mRNAs via two distinct domains, indicating that cis-encoded asRNAs can have larger target regulons than previously anticipated.
Preclinical development of an immunotherapy against antibiotic-resistant Staphylococcus aureus
(2017)
The Gram-positive bacterium Staphylococcus aureus is the leading cause of nosocomial infections. In particular, diseases caused by methicillin-resistant S. aureus (MRSA) are associated with higher morbidity, mortality and medical costs due to showing resistance to several classes of established antibiotics and their ability to develop resistance mechanisms against new antibiotics rapidly. Therefore, strategies based on immunotherapy approaches have the potential to close the gap for an efficient treatment of MRSA.
In this thesis, a humanized antibody specific for the immunodominant staphylococcal antigen A (IsaA) was generated and thoroughly characterized as potential candidate for an antibody based therapy. A murine monoclonal antibody was selected for humanization based on its binding characteristics and the ability of efficient staphylococcal killing in mouse infection models. The murine antibody was humanized by CDR grafting and mouse and humanized scFv as well as scFv-Fc fragments were constructed for comparative binding studies to analyse the successful humanization. After these studies, the full antibody with the complete Fc region was constructed as isotype IgG1, IgG2 and IgG4, respectively to assess effector functions, including antibody-dependent killing of S. aureus. The biological activity of the humanized antibody designated hUK-66 was analysed in vitro with purified human PMNs and whole blood samples taken from healthy donors and patients at high risk of S. aureus infections, such as those with diabetes, end-stage renal disease, or artery occlusive disease (AOD).
Results of the in vitro studies show, that hUK-66 was effective in antibody-dependent killing of S. aureus in blood from both healthy controls and patients vulnerable to S. aureus infections. Moreover, the biological activity of hUK-66 and hUK-66 combined with a humanized anti-alpha-toxin antibody (hUK-tox) was investigated in vivo using a mouse pneumonia model. The in vivo results revealed the therapeutic efficacy of hUK-66 and the antibody combination of hUK-66 and hUK-tox to prevent staphylococcal induced pneumonia in a prophylactic set up.
Based on the experimental data, hUK-66 represents a promising candidate for an antibody-based therapy against antibiotic resistant MRSA.
High-throughput sequencing (HTS) has revolutionized bacterial genomics. Its unparalleled sensitivity has opened the door to analyzing bacterial evolution and population genomics, dispersion of mobile genetic elements (MGEs), and within-host adaptation of pathogens, such as Escherichia coli.
One of the defining characteristics of intestinal pathogenic E. coli (IPEC) pathotypes is a specific repertoire of virulence factors (VFs). Many of these IPEC VFs are used as typing markers in public health laboratories to monitor outbreaks and guide treatment options. Instead, extraintestinal pathogenic E. coli (ExPEC) isolates are genotypically diverse and harbor a varied set of VFs -- the majority of which also function as fitness factors (FFs) for gastrointestinal colonization.
The aim of this thesis was the genomic characterization of pathogenic and commensal E. coli with respect to their virulence- and antibiotic resistance-associated gene content as well as phylogenetic background. In order to conduct the comparative analyses, I created a database of E. coli VFs, ecoli_VF_collection, with a focus on ExPEC virulence-associated proteins (Leimbach, 2016b). Furthermore, I wrote a suite of scripts and pipelines, bac-genomics-scripts, that are useful for bacterial genomics (Leimbach, 2016a). This compilation includes tools for assembly and annotation as well as comparative genomics analyses, like multi-locus sequence typing (MLST), assignment of Clusters of Orthologous Groups (COG) categories, searching for protein homologs, detection of genomic regions of difference (RODs), and calculating pan-genome-wide association statistics.
Using these tools we were able to determine the prevalence of 18 autotransporters (ATs) in a large, phylogenetically heterogeneous strain panel and demonstrate that many AT proteins are not associated with E. coli pathotypes. According to multivariate analyses and statistics the distribution of AT variants is instead significantly dependent on phylogenetic lineages. As a consequence, ATs are not suitable to serve as pathotype markers (Zude et al., 2014).
During the German Shiga toxin-producing E. coli (STEC) outbreak in 2011, the largest to date, we were one of the teams capable of analyzing the genomic features of two isolates. Based on MLST and detection of orthologous proteins to known E. coli reference genomes the close phylogenetic relationship and overall genome similarity to enteroaggregative E. coli (EAEC) 55989 was revealed. In particular, we identified VFs of both STEC and EAEC pathotypes, most importantly the prophage-encoded Shiga toxin (Stx) and the pAA-type plasmid harboring aggregative adherence fimbriae. As a result, we could show that the epidemic was caused by an unusual hybrid pathotype of the O104:H4 serotype. Moreover, we detected the basis of the antibiotic multi-resistant phenotype on an extended-spectrum beta-lactamase (ESBL) plasmid through comparisons to reference plasmids. With this information we proposed an evolutionary horizontal gene transfer (HGT) model for the possible emergence of the pathogen (Brzuszkiewicz et al., 2011).
Similarly to ExPEC, E. coli isolates of bovine mastitis are genotypically and phenotypically highly diverse and many studies struggled to determine a positive association of putative VFs. Instead the general E. coli pathogen-associated molecular pattern (PAMP), lipopolysaccharide (LPS), is implicated as a deciding factor for intramammary inflammation. Nevertheless, a mammary pathogenic E. coli (MPEC) pathotype was proposed presumably encompassing strains more adapted to elicit bovine mastitis with virulence traits differentiating them from commensals.
We sequenced eight E. coli isolates from udder serous exudate and six fecal commensals (Leimbach et al., 2016). Two mastitis isolate genomes were closed to a finished-grade quality (Leimbach et al., 2015). The genomic sequence of mastitis-associated E. coli (MAEC) strain 1303 was used to elucidate the biosynthesis gene cluster of its O70 LPS O-antigen. We analyzed the phylogenetic genealogy of our strain panel plus eleven bovine-associated E. coli reference strains and found that commensal or MAEC could not be unambiguously allocated to specific phylogroups within a core genome tree of reference E. coli. A thorough gene content analysis could not identify functional convergence of either commensal or MAEC, instead both have only very few gene families enriched in either pathotype. Most importantly, gene content and ecoli_VF_collection analyses showed that no virulence determinants are significantly associated with MAEC in comparison to bovine fecal commensals, disproving the MPEC hypothesis. The genetic repertoire of bovine-associated E. coli, again, is dominated by phylogenetic background. This is also mostly the case for large virulence-associated E. coli gene cluster previously associated with mastitis. Correspondingly, MAEC are facultative and opportunistic pathogens recruited from the bovine commensal gastrointestinal microbiota (Leimbach et al., 2017). Thus, E. coli mastitis should be prevented rather than treated, as antibiotics and vaccines have not proven effective.
Although traditional E. coli pathotypes serve a purpose for diagnostics and treatment, it is clear that the current typing system is an oversimplification of E. coli's genomic plasticity. Whole genome sequencing (WGS) revealed many nuances of pathogenic E. coli, including emerging hybrid or heteropathogenic pathotypes. Diagnostic and public health microbiology need to embrace the future by implementing HTS techniques to target patient care and infection control more efficiently.
Compared to transcriptional activation, other mechanisms of gene regulation have not been widely exploited for the control of transgenes. One barrier to the general use and application of alternative splicing is that splicing-regulated transgenes have not been shown to be reliably and simply designed. Here, we demonstrate that a cassette bearing a suicide exon can be inserted into a variety of open reading frames (ORFs), generating transgenes whose expression is activated by exon skipping in response to a specific protein inducer. The surprisingly minimal sequence requirements for the maintenance of splicing fidelity and regulation indicate that this splicing cassette can be used to regulate any ORF containing one of the amino acids Glu, Gln or Lys. Furthermore, a single copy of the splicing cassette was optimized by rational design to confer robust gene activation with no background expression in plants. Thus, conditional splicing has the potential to be generally useful for transgene regulation.
Background:
The interaction of eukaryotic host and prokaryotic pathogen cells is linked to specific changes in the cellular proteome, and consequently to infection-related gene expression patterns of the involved cells. To simultaneously assess the transcriptomes of both organisms during their interaction we developed dual 3'Seq, a tag-based sequencing protocol that allows for exact quantification of differentially expressed transcripts in interacting pro-and eukaryotic cells without prior fixation or physical disruption of the interaction.
Results:
Human epithelial cells were infected with Salmonella enterica Typhimurium as a model system for invasion of the intestinal epithelium, and the transcriptional response of the infected host cells together with the differential expression of invading and intracellular pathogen cells was determined by dual 3'Seq coupled with the next-generation sequencing-based transcriptome profiling technique deepSuperSAGE (deep Serial Analysis of Gene Expression). Annotation to reference transcriptomes comprising the operon structure of the employed S. enterica Typhimurium strain allowed for in silico separation of the interacting cells including quantification of polycistronic RNAs. Eighty-nine percent of the known loci are found to be transcribed in prokaryotic cells prior or subsequent to infection of the host, while 75% of all protein-coding loci are represented in the polyadenylated transcriptomes of human host cells.
Conclusions:
Dual 3'Seq was alternatively coupled to MACE (Massive Analysis of cDNA ends) to assess the advantages and drawbacks of a library preparation procedure that allows for sequencing of longer fragments. Additionally, the identified expression patterns of both organisms were validated by qRT-PCR using three independent biological replicates, which confirmed that RELB along with NFKB1 and NFKB2 are involved in the initial immune response of epithelial cells after infection with S. enterica Typhimurium.
Two-component systems (TCSs) are the most important sensing mechanisms in bacteria. In Streptomyces, TCSs-mediated responses to environmental stimuli are involved in the regulation of antibiotic production. This study examines the individual role of two histidine kinases (HKs), AbrC1 and AbrC2, which form part of an atypical TCS in Streptomyces coelicolor. gRT-PCR analysis of the expression of both kinases demonstrated that both are expressed at similar levels in NB and NMMP media. Single deletion of abrC1 elicited a significant increase in antibiotic production, while deletion of abrC2 did not have any clear effect. The origin of this phenotype, probably related to the differential phosphorylation ability of the two kinases, was also explored indirectly, analyzing the toxic phenotypes associated with high levels of phosphorylated RR. The higher the AbrC3 regulator phosphorylation rate, the greater the cell toxicity. For the first time, the present work shows in Streptomyces the combined involvement of two different HKs in the response of a regulator to environmental signals. Regarding the possible applications of this research, the fact that an abrC1 deletion mutant overproduces three of the S. coelicolor antibiotics makes this strain an excellent candidate as a host for the heterologous production of secondary metabolites.
All Staphylococcus aureus genomes contain a genomic island, which is termed vSa\(\alpha\) and characterized by two clusters of tandem repeat sequences, i.e. the exotoxin (set) and 'lipoprotein-like' genes (lpl). Based on their structural similarities the vSa\(\alpha\) islands have been classified as type I to IV. The genomes of highly pathogenic and particularly epidemic S. aureus strains (USA300, N315, Mu50, NCTC8325, Newman, COL, JH1 or JH9) belonging to the clonal complexes CC5 and CC8 bear a type I vSa\(\alpha\) island. Since the contribution of the lpl gene cluster encoded in the vSa\(\alpha\) island to virulence is unclear to date, we deleted the entire lpl gene cluster in S. aureus USA300. The results showed that the mutant was deficient in the stimulation of pro-inflammatory cytokines in human monocytes, macrophages and keratinocytes. Purified lipoprotein Lpl1 was further shown to elicit a TLR2-dependent response. Furthermore, heterologous expression of the USA300 lpl cluster in other S. aureus strains enhanced their immune stimulatory activity. Most importantly, the lpl cluster contributed to invasion of S. aureus into human keratinocytes and mouse skin and the non-invasive S. carnosus expressing the lpl gene cluster became invasive. Additionally, in a murine kidney abscess model the bacterial burden in the kidneys was higher in wild type than in mutant mice. In this infection model the lpl cluster, thus, contributes to virulence. The present report is one of the first studies addressing the role of the vSa\(\alpha\) encoded lpl gene cluster in staphylococcal virulence. The finding that the lpl gene cluster contributes to internalization into non-professional antigen presenting cells such as keratinocytes high-lights the lpl as a new cell surface component that triggers host cell invasion by S. aureus. Increased invasion in murine skin and an increased bacterial burden in a murine kidney abscess model suggest that the lpl gene cluster serves as an important virulence factor.
Biofilm formation by Staphylococcus aureus represents a problem in both the medical field and the food industry, because the biofilm structure provides protection to embedded cells and it strongly attaches to surfaces. This circumstance is leading to many research programs seeking new alternatives to control biofilm formation by this pathogen. In this study we show that a potent inhibition of biofilm mass production can be achieved in community-associated methicillin-resistant S. aureus (CA-MRSA) and methicillin-sensitive strains using plant compounds, such as individual constituents (ICs) of essential oils (carvacrol, citral, and (+)-limonene). The Crystal Violet staining technique was used to evaluate biofilm mass formation during 40 h of incubation. Carvacrol is the most effective IC, abrogating biofilm formation in all strains tested, while CA-MRSA was the most sensitive phenotype to any of the ICs tested. Inhibition of planktonic cells by ICs during initial growth stages could partially explain the inhibition of biofilm formation. Overall, our results show the potential of EOs to prevent biofilm formation, especially in strains that exhibit resistance to other antimicrobials. As these compounds are food additives generally recognized as safe, their anti-biofilm properties may lead to important new applications, such as sanitizers, in the food industry or in clinical settings.