Dual RNA-seq captures both host and pathogen transcriptomes at the site of infection, facilitating an exploration of processes that play an essential role in pathogenesis and the host defense. This work presents an application of this technique to explore processes occurring during the infection of the human endothelial cells with two clinical isolates of Orientia tsutsugamushi (Ot) — the causative agent of scrub typhus. Combining comparative genomics, transcriptomics, and proteomics, we investigated the transcriptional architecture of Ot and identified non-coding RNAs, operon structures, and widespread antisense transcription, that may have a role in regulation of repetitive genes that are abundant in the Ot genome. In addition, the comparative analysis of bacterial and eukaryotic transcriptomes allowed us to investigate factors that drive the difference in virulence between Karp and UT176 and the host response to these two Ot strains. The host and pathogen transcriptional profiles in each dual RNA-seq study are obtained in‑silico by adopting tools developed for RNA-seq data analysis. The Dualrnaseq pipeline presented in the second part of this work is the first publicly available, highly reproducible, scalable, and user‑friendly workflow developed for processing dual RNA‑seq data of any eukaryotic and bacterial organisms with a reference genome and annotation. It provides three mapping and quantification strategies: (i) alignment-based mapping of reads onto the chimeric genome with STAR followed by counting of uniquely mapped reads with HTSeq; (ii) a fast transcriptome quantification method handling multi‑mapped reads (Salmon with Selective Alignment); (iii) and Salmon alignment-based mode which uses a STAR‑derived alignment combined with Salmon quantification. Performing an initial benchmark analysis of the employed methods we provided recommendations ensuring accurate estimation of host and pathogen transcript expression. / Duale RNA-seq erfasst sowohl das Transkriptom des Wirts als auch das des Erregers am Ort der Infektion und ermöglicht so die Erforschung von Prozessen, die eine wesentliche Rolle bei der Pathogenese und der Abwehr des Wirts spielen. In dieser Arbeit wird eine Anwendung dieser Technik zur Untersuchung von Prozessen vorgestellt, die während der Infektion menschlicher Endothelzellen mit zwei klinischen Isolaten von Orientia tsutsugamushi (Ot) - dem Erreger von Scrub-Typhus - ablaufen. Durch die Kombination von vergleichender Genomik, Transkriptomik und Proteomik untersuchten wir die Transkriptionsarchitektur von Ot und identifizierten nicht-kodierende RNAs, Operon-Strukturen und weit verbreitete Antisense-Transkription, die möglicherweise eine Rolle bei der Regulierung repetitiver Gene spielen, die im Ot-Genom reichlich vorhanden sind. Darüber hinaus ermöglichte uns die vergleichende Analyse der bakteriellen und eukaryotischen Transkriptome die Untersuchung der Faktoren, die für die unterschiedliche Virulenz von Karp und UT176 und die Reaktion des Wirts auf diese beiden Ot-Stämme verantwortlich sind. Die Wirts- und Erreger-Transkriptionsprofile in jeder dualen RNA-seq-Studie werden in-silico mit Hilfe von Tools erstellt, die für die RNA-seq-Datenanalyse entwickelt wurden. Die im zweiten Teil dieser Arbeit vorgestellte Dualrnaseq-Pipeline ist der erste öffentlich verfügbare, hochgradig reproduzierbare, skalierbare und benutzerfreundliche Arbeitsablauf, der für die Verarbeitung dualer RNA-seq-Daten beliebiger eukaryotischer und bakterieller Organismen mit einem Referenzgenom und einer Annotation entwickelt wurde. Er bietet drei Mapping- und Quantifizierungsstrategien: (i) Alignment-basiertes Mapping von Reads auf das chimäre Genom mit STAR, gefolgt von der Zählung eindeutig gemappter Reads mit HTSeq; (ii) eine schnelle Transkriptom-Quantifizierungsmethode, die mit mehrfach gemappten Reads arbeitet (Salmon mit selektivem Alignment); (iii) und einen Salmon-Alignment-basierten Modus. In einer ersten Benchmark-Analyse der verwendeten Methoden haben wir Empfehlungen ausgesprochen, die eine genaue Schätzung der Expression von Wirts- und Pathogentranskripten gewährleisten.

Orientia tsutsugamushi, l'agent pathogène responsable du typhus des broussailles, est une bactérie cytosolique qui envahit l'endothélium et les monocytes/macrophages. La réponse immune à l'infection par O. tsutsugamushi reste à ce jour mal connue. L'objectif de cette thèse est de mieux comprendre la réponse des cellules de la réponse immune innée humaine à O. tsutsugamushi. Nous avons montré que O. tsutsugamushi se réplique dans les monocytes humains. En utilisant un microarray portant sur la totalité du génome, nous avons également montré que les bactéries vivantes induisent de profondes modifications du profil transcriptionnel des monocytes. C'est ainsi que l'expression des gènes codant l'interféron de type I et des gènes stimulés par l'interféron est fortement augmentée. Les monocytes infectés expriment plusieurs gènes codant des cytokines et des chimiokines inflammatoires, ce qui montre qu'ils sont polarisés vers un phénotype M1 (classically-activated phenotype). Les bactéries vivantes induisent également la sécrétion de l'interleukine-1β et probablement l'activation des inflammasomes et de la caspase-1. O. tsutsugamushi affecte enfin l'expression des gènes associés à l'apoptose et induit la mort d'une partie des monocytes infectés. Nous avons en outre étudié le profil transcriptionnel de patients atteints d'un typhus des broussailles et avons trouvé une signature spécifique incluant la modulation de gènes de type M1 et de gènes stimulés par l'interféron. Nous avons finalement étudié la réponse des macrophages humains dérivés des monocytes à O. tsutsugamushi. / Orientia tsutsugamushi, the causative pathogen of scrub typhus, is a cytosolic bacterium that invades endothelium and monocytes/macrophages. So far, the knowledge of immune response to O. tsutsugamushi is still limited. The objective of this thesis is to better understand the response of human innate immune cells against this pathogen. We demonstrated that O. tsutsugamushi was able to replicate in human monocytes. Using whole genome microarrays, we showed that live O. tsutsugamushi induced robust changes in the transcriptional profiles of monocytes. First, type I interferons and interferon-stimulated genes were remarkably up-regulated. Second, infected monocytes expressed several inflammatory cytokine and chemokine genes, and were polarized toward the classically-activated M1 phenotype. Third, live bacteria induced interleukin-1β secretion and likely inflammasome and caspase-1 activation. We also showed that O. tsutsugamushi altered the expression of apoptosis-related genes and induced cell death in monocytes. We extended our work to the study of the transcriptional profiles of patients with scrub typhus and found a specific signature in patients that included the modulation of M1-associated genes and interferon-stimulated genes. We finally studied the response of human monocyte-derived macrophages to O. tsutsugamushi. The transcriptional and functional responses of macrophages to O. tsutsugamushi were roughly similar to those observed in circulating monocytes including type I IFN response, pro-inflammatory cytokine gene expression and IL-1β secretion.

Orientia tsutsugamushi, the causative agent of scrub typhus, is an obligate intracellular pathogen. Recent studies show that the complete genome sequence of Orientia tsutsugamushi have been determined. However, the early signaling events involved in the entry of O.tsutsugamushi into mammalian cells remains a challenge. In this study, we demonstrate that adherence ability and comparison of three major outer membrane protein TSA56, TSA47 and TSA22 of O.tsutsugamushi. Through expression and purification of three type-specific antigen 56-kDa (include TSA56-antigen domain I, TSA56-antigen domain III), 47-kDa and 22-kDa of O. tsutsugamushi , antiserum immunoblots from 22 clinical O. tsutsugamushi-infected patients and in vitro adhesion assay of E.coli overexpression outer membrane protein of O. tsutsugamushi , the antiserum titer and adherence ability of bacterial outer membrane proteins are determined. The data show that antiserum titer against three major outer membrane proteins of O. tsutsugamushi was markedly higher in TSA56 compared to TSA47 and TSA22. In adhesion assay, adhesion of host cells by TSA56 was readily than TSA47 and TSA22. Furthermore, adhesion experiment and antiserum titer against antigen-domain I (ADI) region (19-114 aa) in the extracellular domain of TSA56 was also significantly higher than previously reported antigen-domain III(ADIII) region (237-366 aa) which facilitates the invasion of O. tsutsugamushi through interaction with fibronectin .Taken together, these results clearly indicate that O. tsutsugamushi exploits TSA56-mediated bacterial adhesion, abundant antiserum titer and ADI region of TSA56 may draw another adhesion site (except for previously reported ADIII) to invade eukaryotic host cells.