TY - JOUR A1 - Homberger, Christina A1 - Hayward, Regan J. A1 - Barquist, Lars A1 - Vogel, Jörg T1 - Improved bacterial single-cell RNA-seq through automated MATQ-seq and Cas9-based removal of rRNA reads JF - mBio N2 - Bulk RNA sequencing technologies have provided invaluable insights into host and bacterial gene expression and associated regulatory networks. Nevertheless, the majority of these approaches report average expression across cell populations, hiding the true underlying expression patterns that are often heterogeneous in nature. Due to technical advances, single-cell transcriptomics in bacteria has recently become reality, allowing exploration of these heterogeneous populations, which are often the result of environmental changes and stressors. In this work, we have improved our previously published bacterial single-cell RNA sequencing (scRNA-seq) protocol that is based on multiple annealing and deoxycytidine (dC) tailing-based quantitative scRNA-seq (MATQ-seq), achieving a higher throughput through the integration of automation. We also selected a more efficient reverse transcriptase, which led to reduced cell loss and higher workflow robustness. Moreover, we successfully implemented a Cas9-based rRNA depletion protocol into the MATQ-seq workflow. Applying our improved protocol on a large set of single Salmonella cells sampled over different growth conditions revealed improved gene coverage and a higher gene detection limit compared to our original protocol and allowed us to detect the expression of small regulatory RNAs, such as GcvB or CsrB at a single-cell level. In addition, we confirmed previously described phenotypic heterogeneity in Salmonella in regard to expression of pathogenicity-associated genes. Overall, the low percentage of cell loss and high gene detection limit makes the improved MATQ-seq protocol particularly well suited for studies with limited input material, such as analysis of small bacterial populations in host niches or intracellular bacteria. IMPORTANCE: Gene expression heterogeneity among isogenic bacteria is linked to clinically relevant scenarios, like biofilm formation and antibiotic tolerance. The recent development of bacterial single-cell RNA sequencing (scRNA-seq) enables the study of cell-to-cell variability in bacterial populations and the mechanisms underlying these phenomena. Here, we report a scRNA-seq workflow based on MATQ-seq with increased robustness, reduced cell loss, and improved transcript capture rate and gene coverage. Use of a more efficient reverse transcriptase and the integration of an rRNA depletion step, which can be adapted to other bacterial single-cell workflows, was instrumental for these improvements. Applying the protocol to the foodborne pathogen Salmonella, we confirmed transcriptional heterogeneity across and within different growth phases and demonstrated that our workflow captures small regulatory RNAs at a single-cell level. Due to low cell loss and high transcript capture rates, this protocol is uniquely suited for experimental settings in which the starting material is limited, such as infected tissues. KW - MATQ-seq KW - single-cell RNA-seq KW - Salmonella enterica KW - rRNA depletion KW - gene expression heterogeneity KW - DASH KW - Cas9 Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-350059 VL - 14 IS - 2 ER - TY - THES A1 - Dambacher, Helena T1 - Die Etablierung des CRISPR/Cas9-Systems in humanen induzierten pluripotenten Stammzellen zur Untersuchung der Funktion des Kanalproteins Connexin 43 in der Embryonalentwicklung T1 - The establishment of the CRISPR/Cas9 system in human induced pluripotent stem cells to study the function of the channel protein connexin 43 in the embryonic development N2 - Die Rolle von Connexinen und Gap Junction-vermittelter Kommunikation in pluripotenten Stammzellen sowie der frühen Embryonalentwicklung sind bis heute nicht vollständig aufgeklärt. Mutationen in humanen Connexinen verursachen eine Vielzahl von Krankheiten. Connexin-defiziente iPS Zellen stellen eine gute Basis für die Erforschung der Rolle von Connexinen während der Embryonalentwicklung und bei der Krankheitsentstehung dar. Das Ziel der vorliegenden Arbeit war es, das CRISPR/Cas9-System in pluripotenten Stammzellen erfolgreich anzuwenden und ein Protokoll zur Erstellung verschiedener Cx43-Defektmutanten zu entwerfen. Nach der Etablierung der CRSIPR/Cas9-Methode in HEK293T-Zellen konnte in der vorliegenden Arbeit darüber hinaus erfolgreich eine Cx43-Defizienz in FSiPS-Zellen erzeugt werden. Weiterhin wurden mehrere Cx43-Mutanten geschaffen und initial auf Pluripotenzmarker und ihr Differenzierungspotential untersucht. Diese Arbeit bildet die Basis für weitere Untersuchungen des Cx43 in iPS-Zellklonen und davon abgeleiteten Zelltypen sowie artifiziellen 3D-Gewebekulturen. Darüber hinaus bildet sie die Grundlage für die Bildung weiterer Connexin-Defektmutanten sowie von iPS-Zellen mit krankheitsrelevanten Mutationen. N2 - The roles of connexins and gap junction-mediated communication in pluripotent stem cells and early embryonic development have not been fully elucidated to date. Mutations in human connexins cause a variety of diseases. Connexin-deficient iPS cells provide a good basis for studying the role of connexins during embryonic development and in disease development. The aim of the present work was to successfully apply the CRISPR/Cas9 system in pluripotent stem cells and to design a protocol to generate different Cx43 defective mutants. Furthermore, after establishing the CRSIPR/Cas9 method in HEK293T cells, a Cx43 deficiency in FSiPS cells was successfully generated. Furthermore, several Cx43 mutants were created and initially screened for pluripotency markers and their differentiation potential. This work forms the basis for further studies of Cx43 in iPS cell clones and derived cell types as well as artificial 3D tissue cultures. Furthermore, it forms the basis for the generation of further connexin defect mutants as well as iPS cells with disease-relevant mutations. KW - CRISPR/Cas-Methode KW - Induzierte pluripotente Stammzelle KW - Connexin KW - Genome Editing KW - Knockout KW - Okulodentodigitale Dysplasie KW - Cas9 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-240152 ER - TY - THES A1 - Hagmann, Hanns Antony T1 - The impact of the CRISPR/Cas system on the interaction of Neisseria meningitidis with human host cells T1 - Der Einfluss des CRISPR/Cas-Systems auf die Interaktion von Neisseria meningitidis mit menschlichen Wirtszellen N2 - Neisseria meningitidis, a commensal β-proteobacterium residing exclusively in the human nasopharynx, is a leading cause of sepsis and epidemic meningitis worldwide. While comparative genome analysis was able to define hyperinvasive lineages that are responsible for most of the cases of invasive meningococcal disease (IMD), the genetic basis of their virulence remains unclear. Recent studies demonstrate that the type II C CRISPR/Cas system of meningococci is associated with carriage and less invasive lineages. CRISPR/Cas, an adaptive defence system against foreign DNA, was shown to be involved in gene regulation in Francisella novicida. This study shows that knockout strains of N. meningitidis lacking the Cas9 protein are impaired in the adhesion to human nasopharyngeal cells in a strain-dependant manner, which constitutes a central step in the pathogenesis of IMD. Consequently, this study indicates that the meningococcal CRISPR/Cas system fulfils functions beyond the defence of foreign DNA and is involved in the regulation of meningococcal virulence. N2 - Neisseria meningitidis, ein ß-Proteobakterium, welches als Kommensale ausschließlich den humanen Nasopharynx besiedelt, ist ein weltweit führender Verursacher von Sepsis und epidemischer Meningitis. Auch wenn mittels vergleichender Genomanalysen hyperinvasive Stämme definiert werden konnten, welche für die meisten Fälle von invasiven Meningokokkenerkrankungen verantwortlich sind, bleibt die genetische Grundlage ihrer Virulenz ungeklärt. In vorangegangenen Studien konnte gezeigt werden, dass das Typ II-C CRISPR/Cas-System der Meningokokken assoziiert ist mit Trägerstämmen. CRISPR/Cas ist ein adaptives Verteidigungssystem der Bakterien gegen fremde DNA, das darüber hinaus Aufgaben in der Genregulation von Francisella novicida erfüllt. Diese Arbeit zeigt, dass knockout Stämme von N. meningitidis, denen das Cas9-Protein fehlt, in Abhängigkeit von ihrem genetischen Hintergrund die Fähigkeit verlieren an Zellen des menschlichen Nasopharynx zu adhärieren. Die Adhäsion an den Wirtszellen stellt einen zentralen Schritt in der Pathogenese der invasiven Meningokokkenerkrankungen dar. Die Ergebnisse dieser Arbeit deuten darauf hin, dass das CRISPR/Cas-System in Meningokokken neben seiner Funktion als bakterielles Immunsystem an der Regulation der bakteriellen Virulenz beteiligt sein könnte. KW - CRISPR/Cas-Methode KW - Neisseria meningitidis KW - Bacteria-Host Cell Interaction KW - Regulation of Gene Expression KW - Cas9 KW - Type II-C CRISPR/Cas KW - Adhesion and Invasion Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-199490 ER -